diff --git "a/SSQ/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/log.txt" "b/SSQ/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/log.txt"
new file mode 100644--- /dev/null
+++ "b/SSQ/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/log.txt"
@@ -0,0 +1,6055 @@
+[2025-01-24 22:31:16] Experiment directory created at results_tokenizer_image/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep
+[2025-01-24 22:31:19] Namespace(data_path='/mnt/bn/vgfm2/test_dit/imagenet/ILSVRC/Data/CLS-LOC/train', data_face_path=None, cloud_save_path=None, no_local_save=False, vq_model='VQ-16', vq_ckpt=None, finetune=False, ema=False, codebook_size=16384, codebook_embed_dim=8, codebook_l2_norm=True, codebook_weight=1.0, entropy_loss_ratio=0.03, commit_loss_beta=0.25, reconstruction_weight=1.0, reconstruction_loss='l2', perceptual_weight=1.0, disc_weight=0.5, disc_start=20000, disc_type='patchgan', disc_loss='hinge', gen_loss='hinge', compile=False, dropout_p=0.0, results_dir='results_tokenizer_image', exp_name='Ablation_Baseline_SingleCodebook_DualCode_40ep', dataset='imagenet', image_size=256, epochs=40, lr=0.0002, weight_decay=0.05, beta1=0.9, beta2=0.95, max_grad_norm=1.0, global_batch_size=256, global_seed=0, num_workers=16, log_every=100, ckpt_every=50000, gradient_accumulation_steps=1, mixed_precision='bf16', with_clip_supervision=False, with_disentanglement=False, semantic_weight=0.5, disentanglement_ratio=0.1, rank=0, world_size=8, gpu=0, dist_url='env://', distributed=True, dist_backend='nccl')
+[2025-01-24 22:31:19] Starting rank=0, seed=0, world_size=8.
+[2025-01-24 22:31:20] VQ Model Parameters: 111,163,283
+[2025-01-24 22:31:21] Discriminator Parameters: 2,765,633
+[2025-01-24 22:31:59] Dataset contains 1,281,167 images (/mnt/bn/vgfm2/test_dit/imagenet/ILSVRC/Data/CLS-LOC/train)
+[2025-01-24 22:31:59] Training for 40 epochs...
+[2025-01-24 22:31:59] Beginning epoch 0...
+[2025-01-24 22:32:54] (Generator) rec_loss: 0.1412, perceptual_loss: 0.6875, vq_loss_sem: 0.0134, commit_loss_sem: 0.0034, entropy_loss_sem: -0.2403, codebook_usage_sem: 0.9149, vq_loss_vis: 0.0133, commit_loss_vis: 0.0033, entropy_loss_vis: -0.2412, codebook_usage_vis: 0.9127, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:32:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7188
+[2025-01-24 22:32:54] (step=0000100) Train Loss: 0.5499, Train Steps/Sec: 1.82
+[2025-01-24 22:33:44] (Generator) rec_loss: 0.0919, perceptual_loss: 0.6523, vq_loss_sem: 0.0131, commit_loss_sem: 0.0033, entropy_loss_sem: -0.2463, codebook_usage_sem: 0.9426, vq_loss_vis: 0.0131, commit_loss_vis: 0.0033, entropy_loss_vis: -0.2461, codebook_usage_vis: 0.9453, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:33:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6875
+[2025-01-24 22:33:45] (step=0000200) Train Loss: 0.3239, Train Steps/Sec: 1.97
+[2025-01-24 22:34:35] (Generator) rec_loss: 0.0727, perceptual_loss: 0.6055, vq_loss_sem: 0.0129, commit_loss_sem: 0.0032, entropy_loss_sem: -0.2478, codebook_usage_sem: 0.9517, vq_loss_vis: 0.0129, commit_loss_vis: 0.0032, entropy_loss_vis: -0.2471, codebook_usage_vis: 0.9503, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:34:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6914
+[2025-01-24 22:34:35] (step=0000300) Train Loss: 0.2691, Train Steps/Sec: 1.97
+[2025-01-24 22:35:26] (Generator) rec_loss: 0.0713, perceptual_loss: 0.5781, vq_loss_sem: 0.0127, commit_loss_sem: 0.0032, entropy_loss_sem: -0.2484, codebook_usage_sem: 0.9514, vq_loss_vis: 0.0127, commit_loss_vis: 0.0032, entropy_loss_vis: -0.2481, codebook_usage_vis: 0.9510, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:35:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6914
+[2025-01-24 22:35:26] (step=0000400) Train Loss: 0.2053, Train Steps/Sec: 1.99
+[2025-01-24 22:36:16] (Generator) rec_loss: 0.0912, perceptual_loss: 0.5742, vq_loss_sem: 0.0126, commit_loss_sem: 0.0031, entropy_loss_sem: -0.2484, codebook_usage_sem: 0.9531, vq_loss_vis: 0.0125, commit_loss_vis: 0.0031, entropy_loss_vis: -0.2479, codebook_usage_vis: 0.9529, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:36:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7227
+[2025-01-24 22:36:17] (step=0000500) Train Loss: 0.1592, Train Steps/Sec: 1.95
+[2025-01-24 22:37:07] (Generator) rec_loss: 0.0486, perceptual_loss: 0.5234, vq_loss_sem: 0.0124, commit_loss_sem: 0.0031, entropy_loss_sem: -0.2491, codebook_usage_sem: 0.9614, vq_loss_vis: 0.0124, commit_loss_vis: 0.0031, entropy_loss_vis: -0.2492, codebook_usage_vis: 0.9610, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:37:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6953
+[2025-01-24 22:37:08] (step=0000600) Train Loss: 0.1383, Train Steps/Sec: 1.99
+[2025-01-24 22:37:58] (Generator) rec_loss: 0.0774, perceptual_loss: 0.5508, vq_loss_sem: 0.0123, commit_loss_sem: 0.0031, entropy_loss_sem: -0.2495, codebook_usage_sem: 0.9666, vq_loss_vis: 0.0123, commit_loss_vis: 0.0031, entropy_loss_vis: -0.2494, codebook_usage_vis: 0.9689, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:37:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7266
+[2025-01-24 22:37:58] (step=0000700) Train Loss: 0.1106, Train Steps/Sec: 1.99
+[2025-01-24 22:38:48] (Generator) rec_loss: 0.0543, perceptual_loss: 0.5000, vq_loss_sem: 0.0123, commit_loss_sem: 0.0031, entropy_loss_sem: -0.2488, codebook_usage_sem: 0.9670, vq_loss_vis: 0.0123, commit_loss_vis: 0.0031, entropy_loss_vis: -0.2486, codebook_usage_vis: 0.9667, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:38:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7070
+[2025-01-24 22:38:48] (step=0000800) Train Loss: 0.0863, Train Steps/Sec: 1.99
+[2025-01-24 22:39:38] (Generator) rec_loss: 0.0463, perceptual_loss: 0.4902, vq_loss_sem: 0.0121, commit_loss_sem: 0.0030, entropy_loss_sem: -0.2496, codebook_usage_sem: 0.9666, vq_loss_vis: 0.0122, commit_loss_vis: 0.0030, entropy_loss_vis: -0.2491, codebook_usage_vis: 0.9662, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:39:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7148
+[2025-01-24 22:39:38] (step=0000900) Train Loss: 0.0629, Train Steps/Sec: 1.99
+[2025-01-24 22:40:28] (Generator) rec_loss: 0.0427, perceptual_loss: 0.4512, vq_loss_sem: 0.0121, commit_loss_sem: 0.0030, entropy_loss_sem: -0.2492, codebook_usage_sem: 0.9693, vq_loss_vis: 0.0119, commit_loss_vis: 0.0030, entropy_loss_vis: -0.2487, codebook_usage_vis: 0.9683, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:40:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-24 22:40:30] (step=0001000) Train Loss: 0.0506, Train Steps/Sec: 1.95
+[2025-01-24 22:41:20] (Generator) rec_loss: 0.0416, perceptual_loss: 0.4453, vq_loss_sem: 0.0120, commit_loss_sem: 0.0030, entropy_loss_sem: -0.2487, codebook_usage_sem: 0.9719, vq_loss_vis: 0.0120, commit_loss_vis: 0.0030, entropy_loss_vis: -0.2487, codebook_usage_vis: 0.9724, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:41:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-24 22:41:20] (step=0001100) Train Loss: 0.0302, Train Steps/Sec: 1.99
+[2025-01-24 22:42:10] (Generator) rec_loss: 0.0453, perceptual_loss: 0.4512, vq_loss_sem: 0.0119, commit_loss_sem: 0.0030, entropy_loss_sem: -0.2504, codebook_usage_sem: 0.9745, vq_loss_vis: 0.0119, commit_loss_vis: 0.0030, entropy_loss_vis: -0.2504, codebook_usage_vis: 0.9756, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:42:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7148
+[2025-01-24 22:42:10] (step=0001200) Train Loss: 0.0281, Train Steps/Sec: 1.99
+[2025-01-24 22:43:00] (Generator) rec_loss: 0.0391, perceptual_loss: 0.4395, vq_loss_sem: 0.0120, commit_loss_sem: 0.0030, entropy_loss_sem: -0.2508, codebook_usage_sem: 0.9731, vq_loss_vis: 0.0119, commit_loss_vis: 0.0030, entropy_loss_vis: -0.2500, codebook_usage_vis: 0.9740, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:43:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 22:43:01] (step=0001300) Train Loss: 0.0079, Train Steps/Sec: 1.99
+[2025-01-24 22:43:51] (Generator) rec_loss: 0.0312, perceptual_loss: 0.4180, vq_loss_sem: 0.0118, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2503, codebook_usage_sem: 0.9752, vq_loss_vis: 0.0117, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2498, codebook_usage_vis: 0.9752, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:43:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 22:43:51] (step=0001400) Train Loss: 0.0017, Train Steps/Sec: 1.99
+[2025-01-24 22:44:41] (Generator) rec_loss: 0.0291, perceptual_loss: 0.4043, vq_loss_sem: 0.0118, commit_loss_sem: 0.0030, entropy_loss_sem: -0.2505, codebook_usage_sem: 0.9772, vq_loss_vis: 0.0118, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2507, codebook_usage_vis: 0.9777, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:44:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7148
+[2025-01-24 22:44:42] (step=0001500) Train Loss: -0.0078, Train Steps/Sec: 1.96
+[2025-01-24 22:45:32] (Generator) rec_loss: 0.0400, perceptual_loss: 0.4023, vq_loss_sem: 0.0117, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2503, codebook_usage_sem: 0.9763, vq_loss_vis: 0.0118, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2499, codebook_usage_vis: 0.9763, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:45:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7266, logits_fake: 0.7266
+[2025-01-24 22:45:33] (step=0001600) Train Loss: -0.0158, Train Steps/Sec: 1.98
+[2025-01-24 22:46:23] (Generator) rec_loss: 0.0457, perceptual_loss: 0.4258, vq_loss_sem: 0.0118, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2507, codebook_usage_sem: 0.9728, vq_loss_vis: 0.0117, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2505, codebook_usage_vis: 0.9719, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:46:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6836
+[2025-01-24 22:46:23] (step=0001700) Train Loss: -0.0214, Train Steps/Sec: 1.97
+[2025-01-24 22:47:13] (Generator) rec_loss: 0.0431, perceptual_loss: 0.4102, vq_loss_sem: 0.0116, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2507, codebook_usage_sem: 0.9736, vq_loss_vis: 0.0117, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2508, codebook_usage_vis: 0.9750, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:47:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6875
+[2025-01-24 22:47:14] (step=0001800) Train Loss: -0.0232, Train Steps/Sec: 1.99
+[2025-01-24 22:48:04] (Generator) rec_loss: 0.0309, perceptual_loss: 0.3809, vq_loss_sem: 0.0117, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2508, codebook_usage_sem: 0.9752, vq_loss_vis: 0.0116, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2508, codebook_usage_vis: 0.9742, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:48:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7148
+[2025-01-24 22:48:04] (step=0001900) Train Loss: -0.0378, Train Steps/Sec: 1.99
+[2025-01-24 22:48:54] (Generator) rec_loss: 0.0350, perceptual_loss: 0.3906, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2503, codebook_usage_sem: 0.9780, vq_loss_vis: 0.0117, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2504, codebook_usage_vis: 0.9774, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:48:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6953
+[2025-01-24 22:48:55] (step=0002000) Train Loss: -0.0498, Train Steps/Sec: 1.96
+[2025-01-24 22:49:45] (Generator) rec_loss: 0.0260, perceptual_loss: 0.3496, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2500, codebook_usage_sem: 0.9753, vq_loss_vis: 0.0116, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2505, codebook_usage_vis: 0.9753, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:49:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7070
+[2025-01-24 22:49:45] (step=0002100) Train Loss: -0.0595, Train Steps/Sec: 1.99
+[2025-01-24 22:50:35] (Generator) rec_loss: 0.0286, perceptual_loss: 0.3535, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2505, codebook_usage_sem: 0.9772, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2503, codebook_usage_vis: 0.9760, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:50:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7070
+[2025-01-24 22:50:36] (step=0002200) Train Loss: -0.0561, Train Steps/Sec: 1.99
+[2025-01-24 22:51:26] (Generator) rec_loss: 0.0303, perceptual_loss: 0.3535, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2505, codebook_usage_sem: 0.9746, vq_loss_vis: 0.0117, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2503, codebook_usage_vis: 0.9758, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:51:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6836, logits_fake: 0.6875
+[2025-01-24 22:51:26] (step=0002300) Train Loss: -0.0748, Train Steps/Sec: 1.99
+[2025-01-24 22:52:16] (Generator) rec_loss: 0.0347, perceptual_loss: 0.3711, vq_loss_sem: 0.0116, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9768, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9769, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:52:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7031
+[2025-01-24 22:52:16] (step=0002400) Train Loss: -0.0812, Train Steps/Sec: 1.99
+[2025-01-24 22:53:07] (Generator) rec_loss: 0.0315, perceptual_loss: 0.3418, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2506, codebook_usage_sem: 0.9765, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2506, codebook_usage_vis: 0.9777, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:53:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7305
+[2025-01-24 22:53:08] (step=0002500) Train Loss: -0.0871, Train Steps/Sec: 1.94
+[2025-01-24 22:53:58] (Generator) rec_loss: 0.0338, perceptual_loss: 0.3496, vq_loss_sem: 0.0116, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2505, codebook_usage_sem: 0.9766, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2504, codebook_usage_vis: 0.9771, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:53:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7070
+[2025-01-24 22:53:58] (step=0002600) Train Loss: -0.0948, Train Steps/Sec: 1.99
+[2025-01-24 22:54:48] (Generator) rec_loss: 0.0355, perceptual_loss: 0.3477, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2509, codebook_usage_sem: 0.9762, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2508, codebook_usage_vis: 0.9779, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:54:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-24 22:54:49] (step=0002700) Train Loss: -0.0940, Train Steps/Sec: 1.98
+[2025-01-24 22:55:39] (Generator) rec_loss: 0.0294, perceptual_loss: 0.3359, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9761, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2512, codebook_usage_vis: 0.9770, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:55:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6836, logits_fake: 0.6875
+[2025-01-24 22:55:39] (step=0002800) Train Loss: -0.1028, Train Steps/Sec: 1.99
+[2025-01-24 22:56:29] (Generator) rec_loss: 0.0280, perceptual_loss: 0.3379, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2507, codebook_usage_sem: 0.9761, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2512, codebook_usage_vis: 0.9758, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:56:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7031
+[2025-01-24 22:56:29] (step=0002900) Train Loss: -0.1110, Train Steps/Sec: 1.99
+[2025-01-24 22:57:19] (Generator) rec_loss: 0.0278, perceptual_loss: 0.3223, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9765, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2510, codebook_usage_vis: 0.9765, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:57:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6875, logits_fake: 0.6836
+[2025-01-24 22:57:20] (step=0003000) Train Loss: -0.1132, Train Steps/Sec: 1.95
+[2025-01-24 22:58:10] (Generator) rec_loss: 0.0310, perceptual_loss: 0.3281, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9777, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:58:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.7031
+[2025-01-24 22:58:11] (step=0003100) Train Loss: -0.1229, Train Steps/Sec: 1.99
+[2025-01-24 22:59:01] (Generator) rec_loss: 0.0249, perceptual_loss: 0.3047, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2513, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2510, codebook_usage_vis: 0.9773, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:59:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-24 22:59:01] (step=0003200) Train Loss: -0.1244, Train Steps/Sec: 1.99
+[2025-01-24 22:59:51] (Generator) rec_loss: 0.0321, perceptual_loss: 0.3301, vq_loss_sem: 0.0115, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9771, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 22:59:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7227
+[2025-01-24 22:59:51] (step=0003300) Train Loss: -0.1287, Train Steps/Sec: 1.99
+[2025-01-24 23:00:41] (Generator) rec_loss: 0.0393, perceptual_loss: 0.2988, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9781, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:00:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6758
+[2025-01-24 23:00:42] (step=0003400) Train Loss: -0.1339, Train Steps/Sec: 1.99
+[2025-01-24 23:01:32] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3145, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:01:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7031
+[2025-01-24 23:01:33] (step=0003500) Train Loss: -0.1360, Train Steps/Sec: 1.96
+[2025-01-24 23:02:23] (Generator) rec_loss: 0.0269, perceptual_loss: 0.2949, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9763, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2511, codebook_usage_vis: 0.9756, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:02:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7031
+[2025-01-24 23:02:23] (step=0003600) Train Loss: -0.1372, Train Steps/Sec: 1.99
+[2025-01-24 23:03:13] (Generator) rec_loss: 0.0285, perceptual_loss: 0.3008, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9770, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2512, codebook_usage_vis: 0.9777, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:03:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7148
+[2025-01-24 23:03:14] (step=0003700) Train Loss: -0.1462, Train Steps/Sec: 1.99
+[2025-01-24 23:04:04] (Generator) rec_loss: 0.0247, perceptual_loss: 0.2734, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2508, codebook_usage_sem: 0.9772, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2509, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:04:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6836, logits_fake: 0.6836
+[2025-01-24 23:04:04] (step=0003800) Train Loss: -0.1472, Train Steps/Sec: 1.98
+[2025-01-24 23:04:54] (Generator) rec_loss: 0.0341, perceptual_loss: 0.3047, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9767, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2512, codebook_usage_vis: 0.9766, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:04:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6797, logits_fake: 0.6680
+[2025-01-24 23:04:54] (step=0003900) Train Loss: -0.1517, Train Steps/Sec: 1.99
+[2025-01-24 23:05:45] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2949, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2511, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:05:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7070
+[2025-01-24 23:05:46] (step=0004000) Train Loss: -0.1543, Train Steps/Sec: 1.94
+[2025-01-24 23:06:36] (Generator) rec_loss: 0.0331, perceptual_loss: 0.3027, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:06:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-24 23:06:36] (step=0004100) Train Loss: -0.1547, Train Steps/Sec: 1.98
+[2025-01-24 23:07:26] (Generator) rec_loss: 0.0330, perceptual_loss: 0.2891, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2514, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9791, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:07:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7109
+[2025-01-24 23:07:27] (step=0004200) Train Loss: -0.1609, Train Steps/Sec: 1.99
+[2025-01-24 23:08:17] (Generator) rec_loss: 0.0290, perceptual_loss: 0.2871, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9779, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2511, codebook_usage_vis: 0.9773, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:08:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-24 23:08:17] (step=0004300) Train Loss: -0.1634, Train Steps/Sec: 1.99
+[2025-01-24 23:09:07] (Generator) rec_loss: 0.0269, perceptual_loss: 0.2695, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:09:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-24 23:09:07] (step=0004400) Train Loss: -0.1633, Train Steps/Sec: 1.99
+[2025-01-24 23:09:58] (Generator) rec_loss: 0.0297, perceptual_loss: 0.2812, vq_loss_sem: 0.0114, commit_loss_sem: 0.0029, entropy_loss_sem: -0.2509, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0115, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2510, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:09:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6875
+[2025-01-24 23:09:59] (step=0004500) Train Loss: -0.1671, Train Steps/Sec: 1.95
+[2025-01-24 23:10:49] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2891, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:10:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-24 23:10:49] (step=0004600) Train Loss: -0.1662, Train Steps/Sec: 1.99
+[2025-01-24 23:11:39] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2715, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2509, codebook_usage_vis: 0.9769, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:11:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7227
+[2025-01-24 23:11:40] (step=0004700) Train Loss: -0.1729, Train Steps/Sec: 1.98
+[2025-01-24 23:12:30] (Generator) rec_loss: 0.0285, perceptual_loss: 0.2617, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2513, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2508, codebook_usage_vis: 0.9796, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:12:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6875, logits_fake: 0.6875
+[2025-01-24 23:12:30] (step=0004800) Train Loss: -0.1746, Train Steps/Sec: 1.99
+[2025-01-24 23:13:20] (Generator) rec_loss: 0.0353, perceptual_loss: 0.2793, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9781, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:13:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.7031
+[2025-01-24 23:13:20] (step=0004900) Train Loss: -0.1753, Train Steps/Sec: 1.99
+[2025-01-24 23:14:10] (Generator) rec_loss: 0.0354, perceptual_loss: 0.2734, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9801, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:14:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7070
+[2025-01-24 23:14:11] (step=0005000) Train Loss: -0.1781, Train Steps/Sec: 1.96
+[2025-01-24 23:14:14] Beginning epoch 1...
+[2025-01-24 23:15:05] (Generator) rec_loss: 0.0241, perceptual_loss: 0.2500, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2514, codebook_usage_sem: 0.9773, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2510, codebook_usage_vis: 0.9769, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:15:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7266
+[2025-01-24 23:15:05] (step=0005100) Train Loss: -0.1804, Train Steps/Sec: 1.86
+[2025-01-24 23:15:55] (Generator) rec_loss: 0.0263, perceptual_loss: 0.2422, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9796, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:15:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7148
+[2025-01-24 23:15:55] (step=0005200) Train Loss: -0.1854, Train Steps/Sec: 1.99
+[2025-01-24 23:16:45] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2637, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2512, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9796, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:16:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7188
+[2025-01-24 23:16:46] (step=0005300) Train Loss: -0.1873, Train Steps/Sec: 1.99
+[2025-01-24 23:17:36] (Generator) rec_loss: 0.0311, perceptual_loss: 0.2637, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2514, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0114, commit_loss_vis: 0.0029, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9789, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:17:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-24 23:17:36] (step=0005400) Train Loss: -0.1877, Train Steps/Sec: 1.99
+[2025-01-24 23:18:26] (Generator) rec_loss: 0.0257, perceptual_loss: 0.2334, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2511, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2512, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:18:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7266, logits_fake: 0.7344
+[2025-01-24 23:18:27] (step=0005500) Train Loss: -0.1890, Train Steps/Sec: 1.96
+[2025-01-24 23:19:17] (Generator) rec_loss: 0.0314, perceptual_loss: 0.2578, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2513, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:19:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-24 23:19:17] (step=0005600) Train Loss: -0.1886, Train Steps/Sec: 1.99
+[2025-01-24 23:20:07] (Generator) rec_loss: 0.0244, perceptual_loss: 0.2500, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:20:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7031
+[2025-01-24 23:20:08] (step=0005700) Train Loss: -0.1922, Train Steps/Sec: 1.99
+[2025-01-24 23:20:58] (Generator) rec_loss: 0.0264, perceptual_loss: 0.2559, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9780, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:20:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.7070
+[2025-01-24 23:20:58] (step=0005800) Train Loss: -0.1918, Train Steps/Sec: 1.99
+[2025-01-24 23:21:48] (Generator) rec_loss: 0.0248, perceptual_loss: 0.2471, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:21:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-24 23:21:49] (step=0005900) Train Loss: -0.1995, Train Steps/Sec: 1.98
+[2025-01-24 23:22:39] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2715, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9781, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9786, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:22:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7031
+[2025-01-24 23:22:40] (step=0006000) Train Loss: -0.1972, Train Steps/Sec: 1.96
+[2025-01-24 23:23:30] (Generator) rec_loss: 0.0263, perceptual_loss: 0.2471, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:23:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-24 23:23:30] (step=0006100) Train Loss: -0.1988, Train Steps/Sec: 1.99
+[2025-01-24 23:24:20] (Generator) rec_loss: 0.0257, perceptual_loss: 0.2520, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:24:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-24 23:24:21] (step=0006200) Train Loss: -0.1990, Train Steps/Sec: 1.98
+[2025-01-24 23:25:11] (Generator) rec_loss: 0.0263, perceptual_loss: 0.2363, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:25:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.7031
+[2025-01-24 23:25:11] (step=0006300) Train Loss: -0.2018, Train Steps/Sec: 1.99
+[2025-01-24 23:26:01] (Generator) rec_loss: 0.0282, perceptual_loss: 0.2393, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2514, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9785, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:26:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-24 23:26:01] (step=0006400) Train Loss: -0.2024, Train Steps/Sec: 1.99
+[2025-01-24 23:26:51] (Generator) rec_loss: 0.0262, perceptual_loss: 0.2432, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9769, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:26:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-24 23:26:52] (step=0006500) Train Loss: -0.2018, Train Steps/Sec: 1.96
+[2025-01-24 23:27:42] (Generator) rec_loss: 0.0262, perceptual_loss: 0.2100, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2510, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9786, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:27:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.6953
+[2025-01-24 23:27:42] (step=0006600) Train Loss: -0.2065, Train Steps/Sec: 1.99
+[2025-01-24 23:28:33] (Generator) rec_loss: 0.0278, perceptual_loss: 0.2432, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:28:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 23:28:33] (step=0006700) Train Loss: -0.2034, Train Steps/Sec: 1.98
+[2025-01-24 23:29:23] (Generator) rec_loss: 0.0275, perceptual_loss: 0.2402, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:29:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7188
+[2025-01-24 23:29:23] (step=0006800) Train Loss: -0.2051, Train Steps/Sec: 1.99
+[2025-01-24 23:30:14] (Generator) rec_loss: 0.0285, perceptual_loss: 0.2480, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:30:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6953
+[2025-01-24 23:30:14] (step=0006900) Train Loss: -0.2072, Train Steps/Sec: 1.98
+[2025-01-24 23:31:04] (Generator) rec_loss: 0.0280, perceptual_loss: 0.2334, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9795, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:31:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-24 23:31:05] (step=0007000) Train Loss: -0.2107, Train Steps/Sec: 1.96
+[2025-01-24 23:31:55] (Generator) rec_loss: 0.0273, perceptual_loss: 0.2373, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9780, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9791, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:31:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-24 23:31:55] (step=0007100) Train Loss: -0.2134, Train Steps/Sec: 1.99
+[2025-01-24 23:32:45] (Generator) rec_loss: 0.0316, perceptual_loss: 0.2598, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2514, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:32:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7070
+[2025-01-24 23:32:45] (step=0007200) Train Loss: -0.2125, Train Steps/Sec: 1.99
+[2025-01-24 23:33:35] (Generator) rec_loss: 0.0215, perceptual_loss: 0.2285, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:33:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-24 23:33:36] (step=0007300) Train Loss: -0.2098, Train Steps/Sec: 1.99
+[2025-01-24 23:34:26] (Generator) rec_loss: 0.0321, perceptual_loss: 0.2412, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9784, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:34:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-24 23:34:26] (step=0007400) Train Loss: -0.2130, Train Steps/Sec: 1.99
+[2025-01-24 23:35:16] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2393, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:35:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-24 23:35:17] (step=0007500) Train Loss: -0.2145, Train Steps/Sec: 1.96
+[2025-01-24 23:36:07] (Generator) rec_loss: 0.0301, perceptual_loss: 0.2578, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:36:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6875
+[2025-01-24 23:36:08] (step=0007600) Train Loss: -0.2142, Train Steps/Sec: 1.98
+[2025-01-24 23:36:58] (Generator) rec_loss: 0.0229, perceptual_loss: 0.2305, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:36:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-24 23:36:58] (step=0007700) Train Loss: -0.2186, Train Steps/Sec: 1.99
+[2025-01-24 23:37:48] (Generator) rec_loss: 0.0234, perceptual_loss: 0.2256, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0114, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:37:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6836, logits_fake: 0.6836
+[2025-01-24 23:37:48] (step=0007800) Train Loss: -0.2146, Train Steps/Sec: 1.99
+[2025-01-24 23:38:38] (Generator) rec_loss: 0.0282, perceptual_loss: 0.2295, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9786, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:38:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6992
+[2025-01-24 23:38:38] (step=0007900) Train Loss: -0.2167, Train Steps/Sec: 1.99
+[2025-01-24 23:39:28] (Generator) rec_loss: 0.0249, perceptual_loss: 0.2256, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:39:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6992
+[2025-01-24 23:39:29] (step=0008000) Train Loss: -0.2173, Train Steps/Sec: 1.96
+[2025-01-24 23:40:19] (Generator) rec_loss: 0.0263, perceptual_loss: 0.2344, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:40:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6875, logits_fake: 0.6836
+[2025-01-24 23:40:20] (step=0008100) Train Loss: -0.2189, Train Steps/Sec: 1.99
+[2025-01-24 23:41:10] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2178, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:41:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-24 23:41:10] (step=0008200) Train Loss: -0.2208, Train Steps/Sec: 1.99
+[2025-01-24 23:42:00] (Generator) rec_loss: 0.0364, perceptual_loss: 0.2480, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:42:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-24 23:42:00] (step=0008300) Train Loss: -0.2219, Train Steps/Sec: 1.99
+[2025-01-24 23:42:50] (Generator) rec_loss: 0.0309, perceptual_loss: 0.2451, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9809, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:42:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7070
+[2025-01-24 23:42:51] (step=0008400) Train Loss: -0.2232, Train Steps/Sec: 1.98
+[2025-01-24 23:43:41] (Generator) rec_loss: 0.0282, perceptual_loss: 0.2314, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:43:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-24 23:43:42] (step=0008500) Train Loss: -0.2239, Train Steps/Sec: 1.96
+[2025-01-24 23:44:32] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9787, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9786, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:44:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7148
+[2025-01-24 23:44:32] (step=0008600) Train Loss: -0.2236, Train Steps/Sec: 1.98
+[2025-01-24 23:45:22] (Generator) rec_loss: 0.0263, perceptual_loss: 0.2354, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2511, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:45:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-24 23:45:23] (step=0008700) Train Loss: -0.2241, Train Steps/Sec: 1.99
+[2025-01-24 23:46:12] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2432, vq_loss_sem: 0.0114, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9780, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9769, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:46:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7148
+[2025-01-24 23:46:13] (step=0008800) Train Loss: -0.2243, Train Steps/Sec: 1.99
+[2025-01-24 23:47:03] (Generator) rec_loss: 0.0260, perceptual_loss: 0.2256, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9809, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:47:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 23:47:03] (step=0008900) Train Loss: -0.2248, Train Steps/Sec: 1.99
+[2025-01-24 23:47:53] (Generator) rec_loss: 0.0259, perceptual_loss: 0.2314, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9781, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9787, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:47:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7305
+[2025-01-24 23:47:54] (step=0009000) Train Loss: -0.2275, Train Steps/Sec: 1.96
+[2025-01-24 23:48:44] (Generator) rec_loss: 0.0265, perceptual_loss: 0.2236, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:48:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-24 23:48:44] (step=0009100) Train Loss: -0.2273, Train Steps/Sec: 1.99
+[2025-01-24 23:49:35] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2227, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:49:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 23:49:35] (step=0009200) Train Loss: -0.2274, Train Steps/Sec: 1.98
+[2025-01-24 23:50:25] (Generator) rec_loss: 0.0282, perceptual_loss: 0.2207, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:50:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 23:50:25] (step=0009300) Train Loss: -0.2306, Train Steps/Sec: 1.99
+[2025-01-24 23:51:15] (Generator) rec_loss: 0.0297, perceptual_loss: 0.2197, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9830, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:51:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7266, logits_fake: 0.7266
+[2025-01-24 23:51:15] (step=0009400) Train Loss: -0.2269, Train Steps/Sec: 1.99
+[2025-01-24 23:52:06] (Generator) rec_loss: 0.0307, perceptual_loss: 0.2314, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:52:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6914
+[2025-01-24 23:52:07] (step=0009500) Train Loss: -0.2292, Train Steps/Sec: 1.95
+[2025-01-24 23:52:57] (Generator) rec_loss: 0.0256, perceptual_loss: 0.2188, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:52:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 23:52:57] (step=0009600) Train Loss: -0.2303, Train Steps/Sec: 1.99
+[2025-01-24 23:53:47] (Generator) rec_loss: 0.0265, perceptual_loss: 0.2188, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:53:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7070
+[2025-01-24 23:53:47] (step=0009700) Train Loss: -0.2305, Train Steps/Sec: 1.99
+[2025-01-24 23:54:37] (Generator) rec_loss: 0.0257, perceptual_loss: 0.2285, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9801, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:54:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6875
+[2025-01-24 23:54:38] (step=0009800) Train Loss: -0.2296, Train Steps/Sec: 1.99
+[2025-01-24 23:55:28] (Generator) rec_loss: 0.0289, perceptual_loss: 0.2227, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9780, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:55:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7148
+[2025-01-24 23:55:28] (step=0009900) Train Loss: -0.2312, Train Steps/Sec: 1.99
+[2025-01-24 23:56:18] (Generator) rec_loss: 0.0262, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:56:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7266
+[2025-01-24 23:56:19] (step=0010000) Train Loss: -0.2324, Train Steps/Sec: 1.96
+[2025-01-24 23:56:24] Beginning epoch 2...
+[2025-01-24 23:57:12] (Generator) rec_loss: 0.0318, perceptual_loss: 0.2246, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:57:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6953
+[2025-01-24 23:57:12] (step=0010100) Train Loss: -0.2339, Train Steps/Sec: 1.89
+[2025-01-24 23:58:02] (Generator) rec_loss: 0.0277, perceptual_loss: 0.2207, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9780, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9785, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:58:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-24 23:58:02] (step=0010200) Train Loss: -0.2328, Train Steps/Sec: 1.99
+[2025-01-24 23:58:52] (Generator) rec_loss: 0.0294, perceptual_loss: 0.2207, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:58:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-24 23:58:53] (step=0010300) Train Loss: -0.2343, Train Steps/Sec: 1.99
+[2025-01-24 23:59:42] (Generator) rec_loss: 0.0238, perceptual_loss: 0.2275, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-24 23:59:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-24 23:59:43] (step=0010400) Train Loss: -0.2332, Train Steps/Sec: 1.99
+[2025-01-25 00:00:33] (Generator) rec_loss: 0.0203, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:00:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6836, logits_fake: 0.6875
+[2025-01-25 00:00:34] (step=0010500) Train Loss: -0.2356, Train Steps/Sec: 1.95
+[2025-01-25 00:01:24] (Generator) rec_loss: 0.0273, perceptual_loss: 0.2236, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:01:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7188
+[2025-01-25 00:01:25] (step=0010600) Train Loss: -0.2365, Train Steps/Sec: 1.98
+[2025-01-25 00:02:15] (Generator) rec_loss: 0.0229, perceptual_loss: 0.2139, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:02:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7070
+[2025-01-25 00:02:15] (step=0010700) Train Loss: -0.2365, Train Steps/Sec: 1.99
+[2025-01-25 00:03:05] (Generator) rec_loss: 0.0292, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:03:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7031
+[2025-01-25 00:03:05] (step=0010800) Train Loss: -0.2359, Train Steps/Sec: 1.99
+[2025-01-25 00:03:55] (Generator) rec_loss: 0.0241, perceptual_loss: 0.2109, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:03:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:03:55] (step=0010900) Train Loss: -0.2368, Train Steps/Sec: 1.99
+[2025-01-25 00:04:45] (Generator) rec_loss: 0.0311, perceptual_loss: 0.2139, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9795, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:04:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-25 00:04:46] (step=0011000) Train Loss: -0.2361, Train Steps/Sec: 1.96
+[2025-01-25 00:05:36] (Generator) rec_loss: 0.0241, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:05:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7266, logits_fake: 0.7305
+[2025-01-25 00:05:36] (step=0011100) Train Loss: -0.2384, Train Steps/Sec: 1.99
+[2025-01-25 00:06:26] (Generator) rec_loss: 0.0249, perceptual_loss: 0.2051, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2514, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:06:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 00:06:27] (step=0011200) Train Loss: -0.2380, Train Steps/Sec: 1.99
+[2025-01-25 00:07:17] (Generator) rec_loss: 0.0238, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:07:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7070
+[2025-01-25 00:07:17] (step=0011300) Train Loss: -0.2374, Train Steps/Sec: 1.99
+[2025-01-25 00:08:07] (Generator) rec_loss: 0.0255, perceptual_loss: 0.2168, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9790, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:08:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6953
+[2025-01-25 00:08:07] (step=0011400) Train Loss: -0.2392, Train Steps/Sec: 1.98
+[2025-01-25 00:08:57] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2070, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:08:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 00:08:59] (step=0011500) Train Loss: -0.2394, Train Steps/Sec: 1.95
+[2025-01-25 00:09:48] (Generator) rec_loss: 0.0278, perceptual_loss: 0.2109, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9789, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:09:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6992
+[2025-01-25 00:09:49] (step=0011600) Train Loss: -0.2430, Train Steps/Sec: 1.99
+[2025-01-25 00:10:39] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2129, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9801, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:10:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7031
+[2025-01-25 00:10:39] (step=0011700) Train Loss: -0.2416, Train Steps/Sec: 1.99
+[2025-01-25 00:11:29] (Generator) rec_loss: 0.0242, perceptual_loss: 0.2139, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9795, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:11:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7148
+[2025-01-25 00:11:29] (step=0011800) Train Loss: -0.2386, Train Steps/Sec: 1.99
+[2025-01-25 00:12:19] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9778, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:12:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:12:20] (step=0011900) Train Loss: -0.2412, Train Steps/Sec: 1.98
+[2025-01-25 00:13:10] (Generator) rec_loss: 0.0305, perceptual_loss: 0.2168, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:13:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 00:13:11] (step=0012000) Train Loss: -0.2423, Train Steps/Sec: 1.96
+[2025-01-25 00:14:01] (Generator) rec_loss: 0.0299, perceptual_loss: 0.2236, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9778, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:14:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7148
+[2025-01-25 00:14:01] (step=0012100) Train Loss: -0.2435, Train Steps/Sec: 1.99
+[2025-01-25 00:14:51] (Generator) rec_loss: 0.0248, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:14:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:14:51] (step=0012200) Train Loss: -0.2443, Train Steps/Sec: 1.99
+[2025-01-25 00:15:41] (Generator) rec_loss: 0.0212, perceptual_loss: 0.1982, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:15:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7188
+[2025-01-25 00:15:41] (step=0012300) Train Loss: -0.2430, Train Steps/Sec: 1.99
+[2025-01-25 00:16:31] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1875, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:16:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:16:32] (step=0012400) Train Loss: -0.2449, Train Steps/Sec: 1.99
+[2025-01-25 00:17:22] (Generator) rec_loss: 0.0242, perceptual_loss: 0.2021, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:17:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7070
+[2025-01-25 00:17:23] (step=0012500) Train Loss: -0.2408, Train Steps/Sec: 1.96
+[2025-01-25 00:18:13] (Generator) rec_loss: 0.0248, perceptual_loss: 0.2041, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9827, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:18:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-25 00:18:13] (step=0012600) Train Loss: -0.2431, Train Steps/Sec: 1.99
+[2025-01-25 00:19:03] (Generator) rec_loss: 0.0267, perceptual_loss: 0.2061, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:19:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 00:19:04] (step=0012700) Train Loss: -0.2444, Train Steps/Sec: 1.98
+[2025-01-25 00:19:53] (Generator) rec_loss: 0.0231, perceptual_loss: 0.2080, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:19:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6914
+[2025-01-25 00:19:54] (step=0012800) Train Loss: -0.2463, Train Steps/Sec: 1.99
+[2025-01-25 00:20:44] (Generator) rec_loss: 0.0240, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:20:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7266, logits_fake: 0.7266
+[2025-01-25 00:20:45] (step=0012900) Train Loss: -0.2450, Train Steps/Sec: 1.97
+[2025-01-25 00:21:35] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1924, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:21:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7070
+[2025-01-25 00:21:36] (step=0013000) Train Loss: -0.2452, Train Steps/Sec: 1.95
+[2025-01-25 00:22:26] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1934, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:22:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6875, logits_fake: 0.6914
+[2025-01-25 00:22:26] (step=0013100) Train Loss: -0.2463, Train Steps/Sec: 1.99
+[2025-01-25 00:23:16] (Generator) rec_loss: 0.0245, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9789, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:23:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6953
+[2025-01-25 00:23:16] (step=0013200) Train Loss: -0.2466, Train Steps/Sec: 1.99
+[2025-01-25 00:24:06] (Generator) rec_loss: 0.0236, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:24:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:24:06] (step=0013300) Train Loss: -0.2470, Train Steps/Sec: 1.99
+[2025-01-25 00:24:56] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2236, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:24:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:24:57] (step=0013400) Train Loss: -0.2458, Train Steps/Sec: 1.99
+[2025-01-25 00:25:47] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1943, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:25:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-25 00:25:48] (step=0013500) Train Loss: -0.2474, Train Steps/Sec: 1.96
+[2025-01-25 00:26:38] (Generator) rec_loss: 0.0225, perceptual_loss: 0.2168, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:26:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:26:39] (step=0013600) Train Loss: -0.2469, Train Steps/Sec: 1.97
+[2025-01-25 00:27:29] (Generator) rec_loss: 0.0290, perceptual_loss: 0.2178, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:27:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6953
+[2025-01-25 00:27:29] (step=0013700) Train Loss: -0.2471, Train Steps/Sec: 1.99
+[2025-01-25 00:28:19] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1934, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:28:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6953
+[2025-01-25 00:28:19] (step=0013800) Train Loss: -0.2480, Train Steps/Sec: 1.99
+[2025-01-25 00:29:09] (Generator) rec_loss: 0.0235, perceptual_loss: 0.2061, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:29:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6836
+[2025-01-25 00:29:09] (step=0013900) Train Loss: -0.2495, Train Steps/Sec: 1.99
+[2025-01-25 00:29:59] (Generator) rec_loss: 0.0304, perceptual_loss: 0.2139, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:30:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7070
+[2025-01-25 00:30:00] (step=0014000) Train Loss: -0.2493, Train Steps/Sec: 1.96
+[2025-01-25 00:30:50] (Generator) rec_loss: 0.0237, perceptual_loss: 0.2168, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9787, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9785, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:30:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-25 00:30:51] (step=0014100) Train Loss: -0.2490, Train Steps/Sec: 1.99
+[2025-01-25 00:31:40] (Generator) rec_loss: 0.0257, perceptual_loss: 0.2061, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:31:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:31:41] (step=0014200) Train Loss: -0.2513, Train Steps/Sec: 1.99
+[2025-01-25 00:32:31] (Generator) rec_loss: 0.0239, perceptual_loss: 0.2070, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9801, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:32:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:32:31] (step=0014300) Train Loss: -0.2508, Train Steps/Sec: 1.99
+[2025-01-25 00:33:21] (Generator) rec_loss: 0.0258, perceptual_loss: 0.2041, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:33:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7031
+[2025-01-25 00:33:21] (step=0014400) Train Loss: -0.2508, Train Steps/Sec: 1.99
+[2025-01-25 00:34:11] (Generator) rec_loss: 0.0357, perceptual_loss: 0.2139, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2515, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:34:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-25 00:34:12] (step=0014500) Train Loss: -0.2507, Train Steps/Sec: 1.96
+[2025-01-25 00:35:03] (Generator) rec_loss: 0.0230, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:35:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6914
+[2025-01-25 00:35:03] (step=0014600) Train Loss: -0.2512, Train Steps/Sec: 1.97
+[2025-01-25 00:35:53] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1953, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:35:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6875, logits_fake: 0.6953
+[2025-01-25 00:35:53] (step=0014700) Train Loss: -0.2504, Train Steps/Sec: 1.99
+[2025-01-25 00:36:43] (Generator) rec_loss: 0.0288, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:36:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6797, logits_fake: 0.6836
+[2025-01-25 00:36:44] (step=0014800) Train Loss: -0.2523, Train Steps/Sec: 1.99
+[2025-01-25 00:37:34] (Generator) rec_loss: 0.0240, perceptual_loss: 0.1855, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9795, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:37:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:37:34] (step=0014900) Train Loss: -0.2514, Train Steps/Sec: 1.99
+[2025-01-25 00:38:24] (Generator) rec_loss: 0.0273, perceptual_loss: 0.2002, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2515, codebook_usage_vis: 0.9796, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:38:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7188
+[2025-01-25 00:38:25] (step=0015000) Train Loss: -0.2526, Train Steps/Sec: 1.96
+[2025-01-25 00:38:32] Beginning epoch 3...
+[2025-01-25 00:39:18] (Generator) rec_loss: 0.0279, perceptual_loss: 0.2109, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9781, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9801, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:39:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 00:39:18] (step=0015100) Train Loss: -0.2521, Train Steps/Sec: 1.87
+[2025-01-25 00:40:08] (Generator) rec_loss: 0.0222, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:40:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7266, logits_fake: 0.7266
+[2025-01-25 00:40:09] (step=0015200) Train Loss: -0.2530, Train Steps/Sec: 1.99
+[2025-01-25 00:40:58] (Generator) rec_loss: 0.0229, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:40:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7031
+[2025-01-25 00:40:59] (step=0015300) Train Loss: -0.2524, Train Steps/Sec: 1.99
+[2025-01-25 00:41:49] (Generator) rec_loss: 0.0203, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9774, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:41:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7148
+[2025-01-25 00:41:49] (step=0015400) Train Loss: -0.2533, Train Steps/Sec: 1.99
+[2025-01-25 00:42:39] (Generator) rec_loss: 0.0299, perceptual_loss: 0.2051, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9801, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:42:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7266
+[2025-01-25 00:42:40] (step=0015500) Train Loss: -0.2539, Train Steps/Sec: 1.96
+[2025-01-25 00:43:30] (Generator) rec_loss: 0.0246, perceptual_loss: 0.2119, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:43:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.6992
+[2025-01-25 00:43:30] (step=0015600) Train Loss: -0.2538, Train Steps/Sec: 1.99
+[2025-01-25 00:44:20] (Generator) rec_loss: 0.0211, perceptual_loss: 0.1797, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:44:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7188
+[2025-01-25 00:44:21] (step=0015700) Train Loss: -0.2535, Train Steps/Sec: 1.99
+[2025-01-25 00:45:11] (Generator) rec_loss: 0.0185, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:45:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6836
+[2025-01-25 00:45:11] (step=0015800) Train Loss: -0.2540, Train Steps/Sec: 1.98
+[2025-01-25 00:46:01] (Generator) rec_loss: 0.0214, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9822, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:46:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-25 00:46:01] (step=0015900) Train Loss: -0.2543, Train Steps/Sec: 1.99
+[2025-01-25 00:46:52] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9835, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:46:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-25 00:46:53] (step=0016000) Train Loss: -0.2543, Train Steps/Sec: 1.95
+[2025-01-25 00:47:43] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1855, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9829, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:47:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-25 00:47:43] (step=0016100) Train Loss: -0.2544, Train Steps/Sec: 1.99
+[2025-01-25 00:48:33] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:48:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-25 00:48:33] (step=0016200) Train Loss: -0.2549, Train Steps/Sec: 1.99
+[2025-01-25 00:49:23] (Generator) rec_loss: 0.0222, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:49:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7031
+[2025-01-25 00:49:23] (step=0016300) Train Loss: -0.2557, Train Steps/Sec: 1.99
+[2025-01-25 00:50:13] (Generator) rec_loss: 0.0329, perceptual_loss: 0.2119, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:50:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6836, logits_fake: 0.6797
+[2025-01-25 00:50:14] (step=0016400) Train Loss: -0.2555, Train Steps/Sec: 1.99
+[2025-01-25 00:51:04] (Generator) rec_loss: 0.0214, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:51:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:51:05] (step=0016500) Train Loss: -0.2549, Train Steps/Sec: 1.95
+[2025-01-25 00:51:55] (Generator) rec_loss: 0.0270, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:51:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7070
+[2025-01-25 00:51:55] (step=0016600) Train Loss: -0.2550, Train Steps/Sec: 1.99
+[2025-01-25 00:52:45] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1963, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:52:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:52:46] (step=0016700) Train Loss: -0.2557, Train Steps/Sec: 1.98
+[2025-01-25 00:53:35] (Generator) rec_loss: 0.0180, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:53:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-25 00:53:36] (step=0016800) Train Loss: -0.2568, Train Steps/Sec: 1.99
+[2025-01-25 00:54:26] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9809, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:54:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7148, logits_fake: 0.7148
+[2025-01-25 00:54:26] (step=0016900) Train Loss: -0.2564, Train Steps/Sec: 1.99
+[2025-01-25 00:55:16] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1943, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:55:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-25 00:55:17] (step=0017000) Train Loss: -0.2566, Train Steps/Sec: 1.96
+[2025-01-25 00:56:07] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:56:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 00:56:07] (step=0017100) Train Loss: -0.2572, Train Steps/Sec: 1.99
+[2025-01-25 00:56:57] (Generator) rec_loss: 0.0200, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:56:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6797, logits_fake: 0.6719
+[2025-01-25 00:56:58] (step=0017200) Train Loss: -0.2566, Train Steps/Sec: 1.99
+[2025-01-25 00:57:48] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:57:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7109
+[2025-01-25 00:57:48] (step=0017300) Train Loss: -0.2572, Train Steps/Sec: 1.98
+[2025-01-25 00:58:38] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:58:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7031
+[2025-01-25 00:58:38] (step=0017400) Train Loss: -0.2581, Train Steps/Sec: 1.99
+[2025-01-25 00:59:28] (Generator) rec_loss: 0.0198, perceptual_loss: 0.1826, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 00:59:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7109
+[2025-01-25 00:59:29] (step=0017500) Train Loss: -0.2581, Train Steps/Sec: 1.96
+[2025-01-25 01:00:19] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:00:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.7070
+[2025-01-25 01:00:20] (step=0017600) Train Loss: -0.2574, Train Steps/Sec: 1.98
+[2025-01-25 01:01:10] (Generator) rec_loss: 0.0239, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:01:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7227, logits_fake: 0.7227
+[2025-01-25 01:01:10] (step=0017700) Train Loss: -0.2580, Train Steps/Sec: 1.99
+[2025-01-25 01:02:00] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:02:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6953
+[2025-01-25 01:02:00] (step=0017800) Train Loss: -0.2592, Train Steps/Sec: 1.99
+[2025-01-25 01:02:50] (Generator) rec_loss: 0.0221, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:02:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7344, logits_fake: 0.7305
+[2025-01-25 01:02:50] (step=0017900) Train Loss: -0.2586, Train Steps/Sec: 1.99
+[2025-01-25 01:03:40] (Generator) rec_loss: 0.0310, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:03:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7070
+[2025-01-25 01:03:41] (step=0018000) Train Loss: -0.2596, Train Steps/Sec: 1.96
+[2025-01-25 01:04:32] (Generator) rec_loss: 0.0277, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:04:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6992
+[2025-01-25 01:04:32] (step=0018100) Train Loss: -0.2590, Train Steps/Sec: 1.98
+[2025-01-25 01:05:22] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1943, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:05:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7031
+[2025-01-25 01:05:22] (step=0018200) Train Loss: -0.2587, Train Steps/Sec: 1.99
+[2025-01-25 01:06:12] (Generator) rec_loss: 0.0198, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:06:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 01:06:12] (step=0018300) Train Loss: -0.2583, Train Steps/Sec: 1.99
+[2025-01-25 01:07:02] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:07:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 01:07:03] (step=0018400) Train Loss: -0.2595, Train Steps/Sec: 1.99
+[2025-01-25 01:07:53] (Generator) rec_loss: 0.0216, perceptual_loss: 0.1934, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:07:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.7031
+[2025-01-25 01:07:54] (step=0018500) Train Loss: -0.2602, Train Steps/Sec: 1.96
+[2025-01-25 01:08:44] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:08:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7148
+[2025-01-25 01:08:44] (step=0018600) Train Loss: -0.2596, Train Steps/Sec: 1.98
+[2025-01-25 01:09:34] (Generator) rec_loss: 0.0209, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:09:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-25 01:09:34] (step=0018700) Train Loss: -0.2601, Train Steps/Sec: 1.99
+[2025-01-25 01:10:24] (Generator) rec_loss: 0.0204, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:10:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6914, logits_fake: 0.6875
+[2025-01-25 01:10:25] (step=0018800) Train Loss: -0.2599, Train Steps/Sec: 1.99
+[2025-01-25 01:11:14] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:11:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6953
+[2025-01-25 01:11:15] (step=0018900) Train Loss: -0.2602, Train Steps/Sec: 1.99
+[2025-01-25 01:12:05] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9827, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:12:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7188, logits_fake: 0.7070
+[2025-01-25 01:12:06] (step=0019000) Train Loss: -0.2604, Train Steps/Sec: 1.96
+[2025-01-25 01:12:56] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1826, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:12:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6914
+[2025-01-25 01:12:56] (step=0019100) Train Loss: -0.2610, Train Steps/Sec: 1.99
+[2025-01-25 01:13:46] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2031, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:13:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6992, logits_fake: 0.6992
+[2025-01-25 01:13:46] (step=0019200) Train Loss: -0.2594, Train Steps/Sec: 1.99
+[2025-01-25 01:14:36] (Generator) rec_loss: 0.0206, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:14:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7070
+[2025-01-25 01:14:36] (step=0019300) Train Loss: -0.2609, Train Steps/Sec: 1.99
+[2025-01-25 01:15:26] (Generator) rec_loss: 0.0247, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:15:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7148
+[2025-01-25 01:15:27] (step=0019400) Train Loss: -0.2610, Train Steps/Sec: 1.99
+[2025-01-25 01:16:17] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1963, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:16:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7070, logits_fake: 0.6992
+[2025-01-25 01:16:18] (step=0019500) Train Loss: -0.2612, Train Steps/Sec: 1.94
+[2025-01-25 01:17:08] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:17:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6953, logits_fake: 0.6875
+[2025-01-25 01:17:09] (step=0019600) Train Loss: -0.2614, Train Steps/Sec: 1.99
+[2025-01-25 01:17:58] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1885, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:17:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.6875, logits_fake: 0.6797
+[2025-01-25 01:17:59] (step=0019700) Train Loss: -0.2620, Train Steps/Sec: 1.99
+[2025-01-25 01:18:49] (Generator) rec_loss: 0.0161, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9778, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:18:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7031, logits_fake: 0.7031
+[2025-01-25 01:18:49] (step=0019800) Train Loss: -0.2616, Train Steps/Sec: 1.98
+[2025-01-25 01:19:39] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000
+[2025-01-25 01:19:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 0.7109, logits_fake: 0.7148
+[2025-01-25 01:19:40] (step=0019900) Train Loss: -0.2618, Train Steps/Sec: 1.98
+[2025-01-25 01:20:30] (Generator) rec_loss: 0.0240, perceptual_loss: 0.1826, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: -0.3555, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:20:31] (Discriminator) discriminator_adv_loss: 0.6016, disc_weight: 0.5000, logits_real: 0.7148, logits_fake: 0.7109
+[2025-01-25 01:20:31] (step=0020000) Train Loss: -0.2597, Train Steps/Sec: 1.95
+[2025-01-25 01:20:40] Beginning epoch 4...
+[2025-01-25 01:21:24] (Generator) rec_loss: 0.0335, perceptual_loss: 0.2080, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9786, generator_adv_loss: 0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:21:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1973, logits_fake: -0.1904
+[2025-01-25 01:21:24] (step=0020100) Train Loss: 0.2939, Train Steps/Sec: 1.87
+[2025-01-25 01:22:14] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2197, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9821, generator_adv_loss: -0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:22:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2139, logits_fake: 0.2246
+[2025-01-25 01:22:15] (step=0020200) Train Loss: 0.2743, Train Steps/Sec: 1.99
+[2025-01-25 01:23:05] (Generator) rec_loss: 0.0470, perceptual_loss: 0.2188, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9785, generator_adv_loss: 0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:23:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0330, logits_fake: -0.0337
+[2025-01-25 01:23:05] (step=0020300) Train Loss: 0.3033, Train Steps/Sec: 1.97
+[2025-01-25 01:23:55] (Generator) rec_loss: 0.0326, perceptual_loss: 0.2051, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:23:56] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1406
+[2025-01-25 01:23:56] (step=0020400) Train Loss: 0.2747, Train Steps/Sec: 1.99
+[2025-01-25 01:24:46] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2051, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9791, generator_adv_loss: -0.0498, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:24:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0830, logits_fake: 0.0996
+[2025-01-25 01:24:47] (step=0020500) Train Loss: 0.2860, Train Steps/Sec: 1.95
+[2025-01-25 01:25:37] (Generator) rec_loss: 0.0320, perceptual_loss: 0.2178, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:25:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1582
+[2025-01-25 01:25:37] (step=0020600) Train Loss: 0.2763, Train Steps/Sec: 1.99
+[2025-01-25 01:26:27] (Generator) rec_loss: 0.0333, perceptual_loss: 0.2158, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9791, generator_adv_loss: -0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:26:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0688, logits_fake: 0.0786
+[2025-01-25 01:26:27] (step=0020700) Train Loss: 0.2695, Train Steps/Sec: 1.99
+[2025-01-25 01:27:18] (Generator) rec_loss: 0.0364, perceptual_loss: 0.1982, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0337, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:27:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0645, logits_fake: -0.0674
+[2025-01-25 01:27:18] (step=0020800) Train Loss: 0.2354, Train Steps/Sec: 1.99
+[2025-01-25 01:28:08] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0131, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:28:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0226, logits_fake: 0.0261
+[2025-01-25 01:28:08] (step=0020900) Train Loss: 0.2749, Train Steps/Sec: 1.99
+[2025-01-25 01:28:58] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9798, generator_adv_loss: -0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:29:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3398, logits_fake: 0.3320
+[2025-01-25 01:29:00] (step=0021000) Train Loss: 0.2770, Train Steps/Sec: 1.93
+[2025-01-25 01:29:50] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9792, generator_adv_loss: 0.2373, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:29:50] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.4824, logits_fake: -0.4746
+[2025-01-25 01:29:50] (step=0021100) Train Loss: 0.2723, Train Steps/Sec: 1.99
+[2025-01-25 01:30:40] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:30:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0859, logits_fake: -0.0884
+[2025-01-25 01:30:41] (step=0021200) Train Loss: 0.2708, Train Steps/Sec: 1.99
+[2025-01-25 01:31:31] (Generator) rec_loss: 0.0332, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:31:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1221, logits_fake: -0.1187
+[2025-01-25 01:31:31] (step=0021300) Train Loss: 0.2834, Train Steps/Sec: 1.99
+[2025-01-25 01:32:21] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9791, generator_adv_loss: -0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:32:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0869, logits_fake: 0.0820
+[2025-01-25 01:32:21] (step=0021400) Train Loss: 0.2364, Train Steps/Sec: 1.99
+[2025-01-25 01:33:11] (Generator) rec_loss: 0.0281, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: -0.1167, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:33:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2285, logits_fake: 0.2334
+[2025-01-25 01:33:13] (step=0021500) Train Loss: 0.2399, Train Steps/Sec: 1.95
+[2025-01-25 01:34:03] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: -0.2275, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:34:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4492, logits_fake: 0.4551
+[2025-01-25 01:34:03] (step=0021600) Train Loss: 0.2623, Train Steps/Sec: 1.98
+[2025-01-25 01:34:54] (Generator) rec_loss: 0.0213, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: -0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:34:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2041, logits_fake: 0.2090
+[2025-01-25 01:34:54] (step=0021700) Train Loss: 0.2568, Train Steps/Sec: 1.96
+[2025-01-25 01:35:44] (Generator) rec_loss: 0.0357, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:35:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0854, logits_fake: -0.0845
+[2025-01-25 01:35:44] (step=0021800) Train Loss: 0.2544, Train Steps/Sec: 1.99
+[2025-01-25 01:36:34] (Generator) rec_loss: 0.0330, perceptual_loss: 0.2119, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:36:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0613, logits_fake: -0.0547
+[2025-01-25 01:36:35] (step=0021900) Train Loss: 0.2674, Train Steps/Sec: 1.99
+[2025-01-25 01:37:25] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:37:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1699, logits_fake: 0.1680
+[2025-01-25 01:37:26] (step=0022000) Train Loss: 0.2469, Train Steps/Sec: 1.95
+[2025-01-25 01:38:16] (Generator) rec_loss: 0.0324, perceptual_loss: 0.2002, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0010, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:38:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0074, logits_fake: -0.0021
+[2025-01-25 01:38:16] (step=0022100) Train Loss: 0.2422, Train Steps/Sec: 1.99
+[2025-01-25 01:39:07] (Generator) rec_loss: 0.0416, perceptual_loss: 0.2178, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0659, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:39:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1318
+[2025-01-25 01:39:07] (step=0022200) Train Loss: 0.2491, Train Steps/Sec: 1.98
+[2025-01-25 01:39:57] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2109, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: -0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:39:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2188, logits_fake: 0.2246
+[2025-01-25 01:39:57] (step=0022300) Train Loss: 0.2552, Train Steps/Sec: 1.98
+[2025-01-25 01:40:47] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9820, generator_adv_loss: -0.1709, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:40:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3281, logits_fake: 0.3418
+[2025-01-25 01:40:48] (step=0022400) Train Loss: 0.2520, Train Steps/Sec: 1.99
+[2025-01-25 01:41:38] (Generator) rec_loss: 0.0366, perceptual_loss: 0.2061, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:41:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2012, logits_fake: 0.1992
+[2025-01-25 01:41:39] (step=0022500) Train Loss: 0.2510, Train Steps/Sec: 1.94
+[2025-01-25 01:42:29] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0231, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:42:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0488, logits_fake: 0.0461
+[2025-01-25 01:42:30] (step=0022600) Train Loss: 0.2526, Train Steps/Sec: 1.98
+[2025-01-25 01:43:20] (Generator) rec_loss: 0.0277, perceptual_loss: 0.2100, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0121, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:43:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0228, logits_fake: 0.0243
+[2025-01-25 01:43:20] (step=0022700) Train Loss: 0.2113, Train Steps/Sec: 1.98
+[2025-01-25 01:44:10] (Generator) rec_loss: 0.0318, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: -0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:44:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2090, logits_fake: 0.2217
+[2025-01-25 01:44:10] (step=0022800) Train Loss: 0.2463, Train Steps/Sec: 1.99
+[2025-01-25 01:45:00] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: -0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:45:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1226, logits_fake: 0.1201
+[2025-01-25 01:45:01] (step=0022900) Train Loss: 0.2407, Train Steps/Sec: 1.99
+[2025-01-25 01:45:51] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:45:52] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0066, logits_fake: 0.0060
+[2025-01-25 01:45:52] (step=0023000) Train Loss: 0.2416, Train Steps/Sec: 1.96
+[2025-01-25 01:46:42] (Generator) rec_loss: 0.0296, perceptual_loss: 0.2012, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: -0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:46:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3496, logits_fake: 0.3477
+[2025-01-25 01:46:42] (step=0023100) Train Loss: 0.2734, Train Steps/Sec: 1.99
+[2025-01-25 01:47:32] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1895, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:47:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1196, logits_fake: 0.1279
+[2025-01-25 01:47:32] (step=0023200) Train Loss: 0.2583, Train Steps/Sec: 1.99
+[2025-01-25 01:48:23] (Generator) rec_loss: 0.0318, perceptual_loss: 0.2080, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:48:23] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1729, logits_fake: 0.1650
+[2025-01-25 01:48:23] (step=0023300) Train Loss: 0.2805, Train Steps/Sec: 1.98
+[2025-01-25 01:49:13] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0312, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:49:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0620, logits_fake: 0.0625
+[2025-01-25 01:49:13] (step=0023400) Train Loss: 0.2529, Train Steps/Sec: 1.99
+[2025-01-25 01:50:03] (Generator) rec_loss: 0.0312, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:50:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0923, logits_fake: 0.0957
+[2025-01-25 01:50:04] (step=0023500) Train Loss: 0.2499, Train Steps/Sec: 1.96
+[2025-01-25 01:50:54] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:50:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3105, logits_fake: -0.3008
+[2025-01-25 01:50:55] (step=0023600) Train Loss: 0.2517, Train Steps/Sec: 1.98
+[2025-01-25 01:51:45] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:51:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1982, logits_fake: -0.1973
+[2025-01-25 01:51:45] (step=0023700) Train Loss: 0.2593, Train Steps/Sec: 1.99
+[2025-01-25 01:52:35] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1875, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:52:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3398, logits_fake: -0.3340
+[2025-01-25 01:52:35] (step=0023800) Train Loss: 0.2395, Train Steps/Sec: 1.99
+[2025-01-25 01:53:25] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:53:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1680, logits_fake: 0.1787
+[2025-01-25 01:53:26] (step=0023900) Train Loss: 0.2570, Train Steps/Sec: 1.99
+[2025-01-25 01:54:16] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:54:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1914, logits_fake: 0.1953
+[2025-01-25 01:54:17] (step=0024000) Train Loss: 0.2467, Train Steps/Sec: 1.95
+[2025-01-25 01:55:07] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2513, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:55:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1338, logits_fake: 0.1289
+[2025-01-25 01:55:07] (step=0024100) Train Loss: 0.2515, Train Steps/Sec: 1.99
+[2025-01-25 01:55:57] (Generator) rec_loss: 0.0348, perceptual_loss: 0.2158, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0049, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:55:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0067, logits_fake: 0.0098
+[2025-01-25 01:55:58] (step=0024200) Train Loss: 0.2365, Train Steps/Sec: 1.99
+[2025-01-25 01:56:48] (Generator) rec_loss: 0.0419, perceptual_loss: 0.2158, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:56:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0403, logits_fake: 0.0547
+[2025-01-25 01:56:48] (step=0024300) Train Loss: 0.2363, Train Steps/Sec: 1.99
+[2025-01-25 01:57:38] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:57:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1348
+[2025-01-25 01:57:38] (step=0024400) Train Loss: 0.2636, Train Steps/Sec: 1.98
+[2025-01-25 01:58:29] (Generator) rec_loss: 0.0373, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: -0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:58:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3594, logits_fake: 0.3574
+[2025-01-25 01:58:30] (step=0024500) Train Loss: 0.2077, Train Steps/Sec: 1.95
+[2025-01-25 01:59:20] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 01:59:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1328
+[2025-01-25 01:59:20] (step=0024600) Train Loss: 0.2369, Train Steps/Sec: 1.99
+[2025-01-25 02:00:10] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:00:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1089
+[2025-01-25 02:00:11] (step=0024700) Train Loss: 0.2442, Train Steps/Sec: 1.97
+[2025-01-25 02:01:01] (Generator) rec_loss: 0.0336, perceptual_loss: 0.2158, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:01:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1387, logits_fake: 0.1406
+[2025-01-25 02:01:01] (step=0024800) Train Loss: 0.2264, Train Steps/Sec: 1.99
+[2025-01-25 02:01:51] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:01:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0889
+[2025-01-25 02:01:51] (step=0024900) Train Loss: 0.2601, Train Steps/Sec: 1.99
+[2025-01-25 02:02:41] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: -0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:02:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2461, logits_fake: 0.2500
+[2025-01-25 02:02:42] (step=0025000) Train Loss: 0.2475, Train Steps/Sec: 1.96
+[2025-01-25 02:02:53] Beginning epoch 5...
+[2025-01-25 02:03:35] (Generator) rec_loss: 0.0465, perceptual_loss: 0.2158, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:03:36] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0605, logits_fake: -0.0520
+[2025-01-25 02:03:36] (step=0025100) Train Loss: 0.2373, Train Steps/Sec: 1.88
+[2025-01-25 02:04:26] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:04:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1348
+[2025-01-25 02:04:26] (step=0025200) Train Loss: 0.2687, Train Steps/Sec: 1.99
+[2025-01-25 02:05:16] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: -0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:05:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3477, logits_fake: 0.3457
+[2025-01-25 02:05:16] (step=0025300) Train Loss: 0.2343, Train Steps/Sec: 1.99
+[2025-01-25 02:06:06] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2090, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: -0.1963, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:06:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3906, logits_fake: 0.3926
+[2025-01-25 02:06:06] (step=0025400) Train Loss: 0.2326, Train Steps/Sec: 1.99
+[2025-01-25 02:06:57] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1982, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:06:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2676
+[2025-01-25 02:06:58] (step=0025500) Train Loss: 0.2689, Train Steps/Sec: 1.94
+[2025-01-25 02:07:48] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:07:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0466, logits_fake: 0.0437
+[2025-01-25 02:07:49] (step=0025600) Train Loss: 0.2239, Train Steps/Sec: 1.97
+[2025-01-25 02:08:39] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:08:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1562
+[2025-01-25 02:08:39] (step=0025700) Train Loss: 0.2509, Train Steps/Sec: 1.99
+[2025-01-25 02:09:29] (Generator) rec_loss: 0.0405, perceptual_loss: 0.2119, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0014, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:09:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: 0.0029
+[2025-01-25 02:09:29] (step=0025800) Train Loss: 0.2307, Train Steps/Sec: 1.99
+[2025-01-25 02:10:19] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:10:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1689
+[2025-01-25 02:10:19] (step=0025900) Train Loss: 0.2640, Train Steps/Sec: 1.99
+[2025-01-25 02:11:09] (Generator) rec_loss: 0.0357, perceptual_loss: 0.2061, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:11:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1245, logits_fake: -0.1240
+[2025-01-25 02:11:11] (step=0026000) Train Loss: 0.2378, Train Steps/Sec: 1.96
+[2025-01-25 02:12:01] (Generator) rec_loss: 0.0404, perceptual_loss: 0.2100, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9792, generator_adv_loss: 0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:12:01] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3086, logits_fake: -0.3027
+[2025-01-25 02:12:01] (step=0026100) Train Loss: 0.2503, Train Steps/Sec: 1.99
+[2025-01-25 02:12:51] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9820, generator_adv_loss: 0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:12:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2734, logits_fake: -0.2734
+[2025-01-25 02:12:51] (step=0026200) Train Loss: 0.2850, Train Steps/Sec: 1.99
+[2025-01-25 02:13:41] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1943, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:13:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3926, logits_fake: -0.3887
+[2025-01-25 02:13:41] (step=0026300) Train Loss: 0.2676, Train Steps/Sec: 1.99
+[2025-01-25 02:14:31] (Generator) rec_loss: 0.0307, perceptual_loss: 0.2002, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0403, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:14:32] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0918, logits_fake: -0.0806
+[2025-01-25 02:14:32] (step=0026400) Train Loss: 0.2820, Train Steps/Sec: 1.99
+[2025-01-25 02:15:22] (Generator) rec_loss: 0.0419, perceptual_loss: 0.2109, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: -0.1963, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:15:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3965, logits_fake: 0.3926
+[2025-01-25 02:15:23] (step=0026500) Train Loss: 0.2578, Train Steps/Sec: 1.95
+[2025-01-25 02:16:13] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:16:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0737
+[2025-01-25 02:16:13] (step=0026600) Train Loss: 0.2395, Train Steps/Sec: 1.99
+[2025-01-25 02:17:03] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2168, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9796, generator_adv_loss: -0.2637, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:17:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.5078, logits_fake: 0.5273
+[2025-01-25 02:17:04] (step=0026700) Train Loss: 0.2275, Train Steps/Sec: 1.99
+[2025-01-25 02:17:54] (Generator) rec_loss: 0.0413, perceptual_loss: 0.1875, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:17:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3340
+[2025-01-25 02:17:54] (step=0026800) Train Loss: 0.2670, Train Steps/Sec: 1.99
+[2025-01-25 02:18:44] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:18:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2637
+[2025-01-25 02:18:44] (step=0026900) Train Loss: 0.2823, Train Steps/Sec: 1.98
+[2025-01-25 02:19:34] (Generator) rec_loss: 0.0355, perceptual_loss: 0.2012, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: -0.2520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:19:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.5078, logits_fake: 0.5039
+[2025-01-25 02:19:35] (step=0027000) Train Loss: 0.2471, Train Steps/Sec: 1.96
+[2025-01-25 02:20:26] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2031, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:20:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1494, logits_fake: 0.1494
+[2025-01-25 02:20:26] (step=0027100) Train Loss: 0.2332, Train Steps/Sec: 1.98
+[2025-01-25 02:21:16] (Generator) rec_loss: 0.0330, perceptual_loss: 0.2041, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:21:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1445
+[2025-01-25 02:21:16] (step=0027200) Train Loss: 0.2479, Train Steps/Sec: 1.99
+[2025-01-25 02:22:06] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:22:07] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4043, logits_fake: -0.3691
+[2025-01-25 02:22:07] (step=0027300) Train Loss: 0.2774, Train Steps/Sec: 1.99
+[2025-01-25 02:22:57] (Generator) rec_loss: 0.0435, perceptual_loss: 0.2080, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9790, generator_adv_loss: -0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:22:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1826, logits_fake: 0.1738
+[2025-01-25 02:22:57] (step=0027400) Train Loss: 0.2643, Train Steps/Sec: 1.99
+[2025-01-25 02:23:47] (Generator) rec_loss: 0.0326, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9807, generator_adv_loss: -0.1924, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:23:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3691, logits_fake: 0.3848
+[2025-01-25 02:23:48] (step=0027500) Train Loss: 0.2287, Train Steps/Sec: 1.96
+[2025-01-25 02:24:38] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1924, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:24:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3867, logits_fake: -0.3848
+[2025-01-25 02:24:38] (step=0027600) Train Loss: 0.2716, Train Steps/Sec: 1.99
+[2025-01-25 02:25:28] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:25:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0295, logits_fake: -0.0271
+[2025-01-25 02:25:29] (step=0027700) Train Loss: 0.2480, Train Steps/Sec: 1.98
+[2025-01-25 02:26:19] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:26:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1641, logits_fake: 0.1719
+[2025-01-25 02:26:19] (step=0027800) Train Loss: 0.2669, Train Steps/Sec: 1.99
+[2025-01-25 02:27:09] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2080, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9809, generator_adv_loss: -0.1895, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:27:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3750, logits_fake: 0.3789
+[2025-01-25 02:27:10] (step=0027900) Train Loss: 0.2854, Train Steps/Sec: 1.98
+[2025-01-25 02:28:00] (Generator) rec_loss: 0.0410, perceptual_loss: 0.2070, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: -0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:28:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2070, logits_fake: 0.2031
+[2025-01-25 02:28:01] (step=0028000) Train Loss: 0.2460, Train Steps/Sec: 1.95
+[2025-01-25 02:28:51] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0542, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:28:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1147, logits_fake: -0.1084
+[2025-01-25 02:28:51] (step=0028100) Train Loss: 0.2691, Train Steps/Sec: 1.99
+[2025-01-25 02:29:41] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.2402, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:29:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.4922, logits_fake: -0.4805
+[2025-01-25 02:29:41] (step=0028200) Train Loss: 0.2515, Train Steps/Sec: 1.99
+[2025-01-25 02:30:31] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1973, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:30:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3457, logits_fake: -0.3477
+[2025-01-25 02:30:32] (step=0028300) Train Loss: 0.2613, Train Steps/Sec: 1.99
+[2025-01-25 02:31:22] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:31:22] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.2539
+[2025-01-25 02:31:22] (step=0028400) Train Loss: 0.2797, Train Steps/Sec: 1.99
+[2025-01-25 02:32:12] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1494, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:32:13] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3105, logits_fake: -0.2988
+[2025-01-25 02:32:13] (step=0028500) Train Loss: 0.2196, Train Steps/Sec: 1.96
+[2025-01-25 02:33:03] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1934, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9796, generator_adv_loss: 0.2334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:33:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4727, logits_fake: -0.4668
+[2025-01-25 02:33:04] (step=0028600) Train Loss: 0.2463, Train Steps/Sec: 1.98
+[2025-01-25 02:33:54] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:33:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.0928
+[2025-01-25 02:33:54] (step=0028700) Train Loss: 0.2471, Train Steps/Sec: 1.99
+[2025-01-25 02:34:44] (Generator) rec_loss: 0.0395, perceptual_loss: 0.2070, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:34:44] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1348, logits_fake: 0.1216
+[2025-01-25 02:34:44] (step=0028800) Train Loss: 0.2760, Train Steps/Sec: 1.99
+[2025-01-25 02:35:34] (Generator) rec_loss: 0.0348, perceptual_loss: 0.2051, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:35:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0903, logits_fake: -0.0933
+[2025-01-25 02:35:34] (step=0028900) Train Loss: 0.2770, Train Steps/Sec: 1.99
+[2025-01-25 02:36:24] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:36:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3125, logits_fake: -0.3047
+[2025-01-25 02:36:26] (step=0029000) Train Loss: 0.2697, Train Steps/Sec: 1.95
+[2025-01-25 02:37:16] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2119, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:37:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0240, logits_fake: -0.0270
+[2025-01-25 02:37:16] (step=0029100) Train Loss: 0.2609, Train Steps/Sec: 1.99
+[2025-01-25 02:38:06] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9802, generator_adv_loss: -0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:38:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3574, logits_fake: 0.3574
+[2025-01-25 02:38:06] (step=0029200) Train Loss: 0.2734, Train Steps/Sec: 1.99
+[2025-01-25 02:38:57] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9820, generator_adv_loss: -0.0269, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:38:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0530, logits_fake: 0.0537
+[2025-01-25 02:38:57] (step=0029300) Train Loss: 0.2821, Train Steps/Sec: 1.97
+[2025-01-25 02:39:47] (Generator) rec_loss: 0.0390, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1699, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:39:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3477, logits_fake: -0.3398
+[2025-01-25 02:39:47] (step=0029400) Train Loss: 0.2679, Train Steps/Sec: 1.99
+[2025-01-25 02:40:37] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:40:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0791, logits_fake: 0.0830
+[2025-01-25 02:40:39] (step=0029500) Train Loss: 0.2849, Train Steps/Sec: 1.95
+[2025-01-25 02:41:29] (Generator) rec_loss: 0.0341, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9791, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:41:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3047
+[2025-01-25 02:41:29] (step=0029600) Train Loss: 0.2812, Train Steps/Sec: 1.99
+[2025-01-25 02:42:19] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2080, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0588, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:42:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1191, logits_fake: 0.1177
+[2025-01-25 02:42:19] (step=0029700) Train Loss: 0.2618, Train Steps/Sec: 1.99
+[2025-01-25 02:43:09] (Generator) rec_loss: 0.0385, perceptual_loss: 0.2148, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0947, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:43:09] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1895
+[2025-01-25 02:43:09] (step=0029800) Train Loss: 0.2630, Train Steps/Sec: 1.99
+[2025-01-25 02:43:59] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2197, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9790, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: -0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:44:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.3301, logits_fake: 0.3574
+[2025-01-25 02:44:00] (step=0029900) Train Loss: 0.2348, Train Steps/Sec: 1.99
+[2025-01-25 02:44:50] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1934, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1973, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:44:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3926, logits_fake: -0.3945
+[2025-01-25 02:44:51] (step=0030000) Train Loss: 0.2605, Train Steps/Sec: 1.96
+[2025-01-25 02:45:04] Beginning epoch 6...
+[2025-01-25 02:45:44] (Generator) rec_loss: 0.0411, perceptual_loss: 0.2129, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:45:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0796
+[2025-01-25 02:45:44] (step=0030100) Train Loss: 0.2674, Train Steps/Sec: 1.86
+[2025-01-25 02:46:35] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:46:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1641, logits_fake: 0.1533
+[2025-01-25 02:46:35] (step=0030200) Train Loss: 0.2835, Train Steps/Sec: 1.99
+[2025-01-25 02:47:25] (Generator) rec_loss: 0.0303, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0271, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:47:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0586, logits_fake: -0.0542
+[2025-01-25 02:47:25] (step=0030300) Train Loss: 0.2572, Train Steps/Sec: 1.99
+[2025-01-25 02:48:15] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9812, generator_adv_loss: -0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:48:15] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2266, logits_fake: 0.2480
+[2025-01-25 02:48:15] (step=0030400) Train Loss: 0.2236, Train Steps/Sec: 1.99
+[2025-01-25 02:49:06] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:49:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0532, logits_fake: 0.0547
+[2025-01-25 02:49:07] (step=0030500) Train Loss: 0.2585, Train Steps/Sec: 1.95
+[2025-01-25 02:49:57] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9794, generator_adv_loss: -0.1748, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:49:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3535, logits_fake: 0.3496
+[2025-01-25 02:49:57] (step=0030600) Train Loss: 0.2521, Train Steps/Sec: 1.99
+[2025-01-25 02:50:47] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0947, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:50:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2012, logits_fake: -0.1895
+[2025-01-25 02:50:48] (step=0030700) Train Loss: 0.2386, Train Steps/Sec: 1.99
+[2025-01-25 02:51:38] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:51:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1025, logits_fake: 0.1035
+[2025-01-25 02:51:38] (step=0030800) Train Loss: 0.2650, Train Steps/Sec: 1.99
+[2025-01-25 02:52:28] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0879, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:52:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1729, logits_fake: -0.1758
+[2025-01-25 02:52:28] (step=0030900) Train Loss: 0.2507, Train Steps/Sec: 1.99
+[2025-01-25 02:53:18] (Generator) rec_loss: 0.0366, perceptual_loss: 0.2090, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9787, generator_adv_loss: -0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:53:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0023, logits_fake: 0.0091
+[2025-01-25 02:53:19] (step=0031000) Train Loss: 0.2778, Train Steps/Sec: 1.96
+[2025-01-25 02:54:09] (Generator) rec_loss: 0.0449, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2516, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9792, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:54:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2598
+[2025-01-25 02:54:09] (step=0031100) Train Loss: 0.2529, Train Steps/Sec: 1.99
+[2025-01-25 02:54:59] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:55:00] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.2812
+[2025-01-25 02:55:00] (step=0031200) Train Loss: 0.3151, Train Steps/Sec: 1.99
+[2025-01-25 02:55:50] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9823, generator_adv_loss: -0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:55:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0277, logits_fake: 0.0337
+[2025-01-25 02:55:50] (step=0031300) Train Loss: 0.2634, Train Steps/Sec: 1.99
+[2025-01-25 02:56:40] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1992, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9787, generator_adv_loss: 0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:56:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1069
+[2025-01-25 02:56:40] (step=0031400) Train Loss: 0.2659, Train Steps/Sec: 1.99
+[2025-01-25 02:57:30] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1865, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:57:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0654
+[2025-01-25 02:57:31] (step=0031500) Train Loss: 0.2741, Train Steps/Sec: 1.96
+[2025-01-25 02:58:22] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:58:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0942, logits_fake: 0.0938
+[2025-01-25 02:58:22] (step=0031600) Train Loss: 0.2361, Train Steps/Sec: 1.98
+[2025-01-25 02:59:12] (Generator) rec_loss: 0.0253, perceptual_loss: 0.2119, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9779, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 02:59:12] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1992
+[2025-01-25 02:59:12] (step=0031700) Train Loss: 0.2670, Train Steps/Sec: 1.99
+[2025-01-25 03:00:02] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1924, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:00:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1543, logits_fake: 0.1719
+[2025-01-25 03:00:03] (step=0031800) Train Loss: 0.2312, Train Steps/Sec: 1.99
+[2025-01-25 03:00:53] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9804, generator_adv_loss: -0.1191, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:00:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2344, logits_fake: 0.2383
+[2025-01-25 03:00:53] (step=0031900) Train Loss: 0.2307, Train Steps/Sec: 1.98
+[2025-01-25 03:01:43] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:01:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0320, logits_fake: 0.0317
+[2025-01-25 03:01:44] (step=0032000) Train Loss: 0.2556, Train Steps/Sec: 1.95
+[2025-01-25 03:02:34] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:02:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0864, logits_fake: -0.0835
+[2025-01-25 03:02:35] (step=0032100) Train Loss: 0.2721, Train Steps/Sec: 1.99
+[2025-01-25 03:03:25] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0058, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:03:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0106, logits_fake: 0.0117
+[2025-01-25 03:03:25] (step=0032200) Train Loss: 0.2647, Train Steps/Sec: 1.99
+[2025-01-25 03:04:15] (Generator) rec_loss: 0.0405, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:04:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0461, logits_fake: -0.0413
+[2025-01-25 03:04:16] (step=0032300) Train Loss: 0.2641, Train Steps/Sec: 1.98
+[2025-01-25 03:05:06] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:05:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.2139
+[2025-01-25 03:05:06] (step=0032400) Train Loss: 0.2603, Train Steps/Sec: 1.99
+[2025-01-25 03:05:56] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:05:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1035
+[2025-01-25 03:05:57] (step=0032500) Train Loss: 0.2695, Train Steps/Sec: 1.96
+[2025-01-25 03:06:47] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:06:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.1030
+[2025-01-25 03:06:47] (step=0032600) Train Loss: 0.2687, Train Steps/Sec: 1.99
+[2025-01-25 03:07:38] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9774, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9776, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:07:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.1992
+[2025-01-25 03:07:38] (step=0032700) Train Loss: 0.2923, Train Steps/Sec: 1.98
+[2025-01-25 03:08:28] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:08:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0422
+[2025-01-25 03:08:28] (step=0032800) Train Loss: 0.2350, Train Steps/Sec: 1.99
+[2025-01-25 03:09:18] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1797, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:09:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1641
+[2025-01-25 03:09:19] (step=0032900) Train Loss: 0.2460, Train Steps/Sec: 1.99
+[2025-01-25 03:10:09] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:10:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1279, logits_fake: 0.1270
+[2025-01-25 03:10:10] (step=0033000) Train Loss: 0.2740, Train Steps/Sec: 1.96
+[2025-01-25 03:11:00] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0884, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:11:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1660, logits_fake: 0.1768
+[2025-01-25 03:11:00] (step=0033100) Train Loss: 0.2099, Train Steps/Sec: 1.99
+[2025-01-25 03:11:50] (Generator) rec_loss: 0.0464, perceptual_loss: 0.2100, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0298, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:11:50] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.0596
+[2025-01-25 03:11:50] (step=0033200) Train Loss: 0.2349, Train Steps/Sec: 1.99
+[2025-01-25 03:12:40] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0297, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:12:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0640, logits_fake: -0.0593
+[2025-01-25 03:12:40] (step=0033300) Train Loss: 0.2779, Train Steps/Sec: 1.99
+[2025-01-25 03:13:31] (Generator) rec_loss: 0.0384, perceptual_loss: 0.2119, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9785, generator_adv_loss: -0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:13:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0664, logits_fake: 0.0796
+[2025-01-25 03:13:31] (step=0033400) Train Loss: 0.2672, Train Steps/Sec: 1.99
+[2025-01-25 03:14:21] (Generator) rec_loss: 0.0390, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9785, generator_adv_loss: -0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:14:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1240, logits_fake: 0.1416
+[2025-01-25 03:14:22] (step=0033500) Train Loss: 0.2857, Train Steps/Sec: 1.95
+[2025-01-25 03:15:13] (Generator) rec_loss: 0.0382, perceptual_loss: 0.2061, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:15:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0659
+[2025-01-25 03:15:13] (step=0033600) Train Loss: 0.2833, Train Steps/Sec: 1.97
+[2025-01-25 03:16:03] (Generator) rec_loss: 0.0361, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:16:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1611
+[2025-01-25 03:16:03] (step=0033700) Train Loss: 0.2357, Train Steps/Sec: 1.99
+[2025-01-25 03:16:54] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1934, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:16:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0249, logits_fake: 0.0277
+[2025-01-25 03:16:54] (step=0033800) Train Loss: 0.2724, Train Steps/Sec: 1.97
+[2025-01-25 03:17:44] (Generator) rec_loss: 0.0421, perceptual_loss: 0.2139, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0542, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:17:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0747, logits_fake: 0.1084
+[2025-01-25 03:17:44] (step=0033900) Train Loss: 0.2533, Train Steps/Sec: 1.99
+[2025-01-25 03:18:34] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0081, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:18:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0156, logits_fake: 0.0162
+[2025-01-25 03:18:35] (step=0034000) Train Loss: 0.2678, Train Steps/Sec: 1.96
+[2025-01-25 03:19:25] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:19:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0742
+[2025-01-25 03:19:26] (step=0034100) Train Loss: 0.2543, Train Steps/Sec: 1.99
+[2025-01-25 03:20:16] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:20:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0005, logits_fake: -0.0032
+[2025-01-25 03:20:16] (step=0034200) Train Loss: 0.2493, Train Steps/Sec: 1.99
+[2025-01-25 03:21:06] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1846, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:21:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1494, logits_fake: 0.1484
+[2025-01-25 03:21:06] (step=0034300) Train Loss: 0.2311, Train Steps/Sec: 1.99
+[2025-01-25 03:21:56] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:21:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1533, logits_fake: 0.1553
+[2025-01-25 03:21:56] (step=0034400) Train Loss: 0.2496, Train Steps/Sec: 1.99
+[2025-01-25 03:22:47] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:22:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1216, logits_fake: -0.1206
+[2025-01-25 03:22:48] (step=0034500) Train Loss: 0.2434, Train Steps/Sec: 1.95
+[2025-01-25 03:23:38] (Generator) rec_loss: 0.0393, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:23:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0513, logits_fake: -0.0547
+[2025-01-25 03:23:38] (step=0034600) Train Loss: 0.2776, Train Steps/Sec: 1.98
+[2025-01-25 03:24:28] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0386, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:24:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.0771
+[2025-01-25 03:24:29] (step=0034700) Train Loss: 0.2148, Train Steps/Sec: 1.99
+[2025-01-25 03:25:19] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0347, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:25:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0693
+[2025-01-25 03:25:19] (step=0034800) Train Loss: 0.2410, Train Steps/Sec: 1.99
+[2025-01-25 03:26:09] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9783, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:26:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1260
+[2025-01-25 03:26:09] (step=0034900) Train Loss: 0.2371, Train Steps/Sec: 1.99
+[2025-01-25 03:26:59] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0258, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:27:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0503, logits_fake: -0.0515
+[2025-01-25 03:27:00] (step=0035000) Train Loss: 0.2690, Train Steps/Sec: 1.96
+[2025-01-25 03:27:15] Beginning epoch 7...
+[2025-01-25 03:27:53] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9791, generator_adv_loss: -0.0181, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:27:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0325, logits_fake: 0.0361
+[2025-01-25 03:27:54] (step=0035100) Train Loss: 0.2562, Train Steps/Sec: 1.88
+[2025-01-25 03:28:44] (Generator) rec_loss: 0.0378, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:28:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1201, logits_fake: 0.1357
+[2025-01-25 03:28:44] (step=0035200) Train Loss: 0.2560, Train Steps/Sec: 1.99
+[2025-01-25 03:29:34] (Generator) rec_loss: 0.0464, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:29:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0635, logits_fake: -0.0281
+[2025-01-25 03:29:34] (step=0035300) Train Loss: 0.2546, Train Steps/Sec: 1.99
+[2025-01-25 03:30:24] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0291, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:30:24] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0581
+[2025-01-25 03:30:24] (step=0035400) Train Loss: 0.2461, Train Steps/Sec: 1.99
+[2025-01-25 03:31:15] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0031, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:31:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0026, logits_fake: 0.0063
+[2025-01-25 03:31:16] (step=0035500) Train Loss: 0.2627, Train Steps/Sec: 1.94
+[2025-01-25 03:32:06] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:32:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1699
+[2025-01-25 03:32:06] (step=0035600) Train Loss: 0.2458, Train Steps/Sec: 1.99
+[2025-01-25 03:32:56] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0259, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:32:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0603, logits_fake: -0.0518
+[2025-01-25 03:32:57] (step=0035700) Train Loss: 0.2518, Train Steps/Sec: 1.99
+[2025-01-25 03:33:47] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:33:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1143
+[2025-01-25 03:33:47] (step=0035800) Train Loss: 0.2596, Train Steps/Sec: 1.99
+[2025-01-25 03:34:37] (Generator) rec_loss: 0.0240, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:34:37] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0221, logits_fake: 0.0188
+[2025-01-25 03:34:37] (step=0035900) Train Loss: 0.2268, Train Steps/Sec: 1.99
+[2025-01-25 03:35:28] (Generator) rec_loss: 0.0337, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:35:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1426, logits_fake: 0.1611
+[2025-01-25 03:35:29] (step=0036000) Train Loss: 0.2482, Train Steps/Sec: 1.95
+[2025-01-25 03:36:19] (Generator) rec_loss: 0.0220, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0111, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:36:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0247, logits_fake: -0.0222
+[2025-01-25 03:36:19] (step=0036100) Train Loss: 0.2686, Train Steps/Sec: 1.99
+[2025-01-25 03:37:09] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:37:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0757, logits_fake: 0.0928
+[2025-01-25 03:37:09] (step=0036200) Train Loss: 0.2375, Train Steps/Sec: 1.99
+[2025-01-25 03:37:59] (Generator) rec_loss: 0.0301, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9781, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9784, generator_adv_loss: 0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:38:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1143, logits_fake: -0.0977
+[2025-01-25 03:38:00] (step=0036300) Train Loss: 0.2912, Train Steps/Sec: 1.99
+[2025-01-25 03:38:50] (Generator) rec_loss: 0.0347, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:38:50] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0505, logits_fake: -0.0330
+[2025-01-25 03:38:50] (step=0036400) Train Loss: 0.2363, Train Steps/Sec: 1.99
+[2025-01-25 03:39:40] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0229, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:39:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0500, logits_fake: -0.0459
+[2025-01-25 03:39:41] (step=0036500) Train Loss: 0.2194, Train Steps/Sec: 1.96
+[2025-01-25 03:40:31] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0195, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:40:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0435, logits_fake: -0.0391
+[2025-01-25 03:40:31] (step=0036600) Train Loss: 0.2283, Train Steps/Sec: 1.99
+[2025-01-25 03:41:21] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:41:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0092, logits_fake: -0.0015
+[2025-01-25 03:41:21] (step=0036700) Train Loss: 0.2531, Train Steps/Sec: 1.99
+[2025-01-25 03:42:12] (Generator) rec_loss: 0.0337, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:42:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0781, logits_fake: -0.0747
+[2025-01-25 03:42:12] (step=0036800) Train Loss: 0.2223, Train Steps/Sec: 1.98
+[2025-01-25 03:43:02] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2061, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0121, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:43:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0211, logits_fake: 0.0242
+[2025-01-25 03:43:03] (step=0036900) Train Loss: 0.2663, Train Steps/Sec: 1.98
+[2025-01-25 03:43:53] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:43:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0693, logits_fake: -0.0684
+[2025-01-25 03:43:54] (step=0037000) Train Loss: 0.2638, Train Steps/Sec: 1.95
+[2025-01-25 03:44:44] (Generator) rec_loss: 0.0359, perceptual_loss: 0.1953, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0305, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:44:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0618, logits_fake: 0.0610
+[2025-01-25 03:44:44] (step=0037100) Train Loss: 0.2471, Train Steps/Sec: 1.98
+[2025-01-25 03:45:34] (Generator) rec_loss: 0.0320, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:45:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0791, logits_fake: -0.0630
+[2025-01-25 03:45:34] (step=0037200) Train Loss: 0.2679, Train Steps/Sec: 1.99
+[2025-01-25 03:46:24] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:46:25] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2080, logits_fake: -0.1973
+[2025-01-25 03:46:25] (step=0037300) Train Loss: 0.2537, Train Steps/Sec: 1.99
+[2025-01-25 03:47:15] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:47:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1328
+[2025-01-25 03:47:15] (step=0037400) Train Loss: 0.2799, Train Steps/Sec: 1.99
+[2025-01-25 03:48:05] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:48:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0654
+[2025-01-25 03:48:06] (step=0037500) Train Loss: 0.2856, Train Steps/Sec: 1.96
+[2025-01-25 03:48:56] (Generator) rec_loss: 0.0394, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0244, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:48:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0566, logits_fake: -0.0488
+[2025-01-25 03:48:56] (step=0037600) Train Loss: 0.2461, Train Steps/Sec: 1.99
+[2025-01-25 03:49:47] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1875, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:49:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1040, logits_fake: 0.1074
+[2025-01-25 03:49:47] (step=0037700) Train Loss: 0.2339, Train Steps/Sec: 1.98
+[2025-01-25 03:50:37] (Generator) rec_loss: 0.0220, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0200, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:50:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0366, logits_fake: 0.0400
+[2025-01-25 03:50:37] (step=0037800) Train Loss: 0.2574, Train Steps/Sec: 1.99
+[2025-01-25 03:51:27] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0228, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:51:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0520, logits_fake: -0.0457
+[2025-01-25 03:51:28] (step=0037900) Train Loss: 0.2402, Train Steps/Sec: 1.98
+[2025-01-25 03:52:18] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:52:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0942, logits_fake: -0.0957
+[2025-01-25 03:52:19] (step=0038000) Train Loss: 0.2598, Train Steps/Sec: 1.95
+[2025-01-25 03:53:09] (Generator) rec_loss: 0.0326, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:53:09] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1611, logits_fake: 0.1387
+[2025-01-25 03:53:09] (step=0038100) Train Loss: 0.2287, Train Steps/Sec: 1.99
+[2025-01-25 03:54:00] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1758, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2517, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1543, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:54:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3086
+[2025-01-25 03:54:00] (step=0038200) Train Loss: 0.2766, Train Steps/Sec: 1.98
+[2025-01-25 03:54:50] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:54:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1445
+[2025-01-25 03:54:50] (step=0038300) Train Loss: 0.3020, Train Steps/Sec: 1.99
+[2025-01-25 03:55:40] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0122, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:55:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0188, logits_fake: -0.0244
+[2025-01-25 03:55:40] (step=0038400) Train Loss: 0.3104, Train Steps/Sec: 1.99
+[2025-01-25 03:56:30] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1904, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:56:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.0884
+[2025-01-25 03:56:31] (step=0038500) Train Loss: 0.2411, Train Steps/Sec: 1.96
+[2025-01-25 03:57:22] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:57:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1660
+[2025-01-25 03:57:22] (step=0038600) Train Loss: 0.2727, Train Steps/Sec: 1.98
+[2025-01-25 03:58:12] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1816, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:58:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0688
+[2025-01-25 03:58:12] (step=0038700) Train Loss: 0.2587, Train Steps/Sec: 1.99
+[2025-01-25 03:59:02] (Generator) rec_loss: 0.0330, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9783, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:59:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2715
+[2025-01-25 03:59:03] (step=0038800) Train Loss: 0.2689, Train Steps/Sec: 1.99
+[2025-01-25 03:59:53] (Generator) rec_loss: 0.0395, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 03:59:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0952, logits_fake: -0.0811
+[2025-01-25 03:59:53] (step=0038900) Train Loss: 0.2553, Train Steps/Sec: 1.99
+[2025-01-25 04:00:43] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:00:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2021, logits_fake: -0.2051
+[2025-01-25 04:00:44] (step=0039000) Train Loss: 0.2756, Train Steps/Sec: 1.95
+[2025-01-25 04:01:34] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1895, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0610, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:01:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1138, logits_fake: 0.1221
+[2025-01-25 04:01:35] (step=0039100) Train Loss: 0.2180, Train Steps/Sec: 1.99
+[2025-01-25 04:02:25] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1846, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0454, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:02:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0918, logits_fake: -0.0908
+[2025-01-25 04:02:25] (step=0039200) Train Loss: 0.2138, Train Steps/Sec: 1.99
+[2025-01-25 04:03:15] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2061, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:03:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0271, logits_fake: 0.0247
+[2025-01-25 04:03:15] (step=0039300) Train Loss: 0.2255, Train Steps/Sec: 1.99
+[2025-01-25 04:04:05] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:04:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0001, logits_fake: -0.0011
+[2025-01-25 04:04:05] (step=0039400) Train Loss: 0.2312, Train Steps/Sec: 1.99
+[2025-01-25 04:04:55] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9837, generator_adv_loss: -0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:04:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0908, logits_fake: 0.0933
+[2025-01-25 04:04:56] (step=0039500) Train Loss: 0.2379, Train Steps/Sec: 1.96
+[2025-01-25 04:05:47] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1846, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:05:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1445
+[2025-01-25 04:05:47] (step=0039600) Train Loss: 0.2255, Train Steps/Sec: 1.98
+[2025-01-25 04:06:37] (Generator) rec_loss: 0.0458, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2516, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:06:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0464, logits_fake: -0.0330
+[2025-01-25 04:06:37] (step=0039700) Train Loss: 0.2707, Train Steps/Sec: 1.99
+[2025-01-25 04:07:27] (Generator) rec_loss: 0.0398, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:07:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0693, logits_fake: 0.0737
+[2025-01-25 04:07:28] (step=0039800) Train Loss: 0.2537, Train Steps/Sec: 1.99
+[2025-01-25 04:08:18] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:08:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1484
+[2025-01-25 04:08:18] (step=0039900) Train Loss: 0.2674, Train Steps/Sec: 1.99
+[2025-01-25 04:09:08] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:09:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0996, logits_fake: -0.0913
+[2025-01-25 04:09:09] (step=0040000) Train Loss: 0.2549, Train Steps/Sec: 1.96
+[2025-01-25 04:09:26] Beginning epoch 8...
+[2025-01-25 04:10:02] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0136, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:10:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0187, logits_fake: 0.0272
+[2025-01-25 04:10:02] (step=0040100) Train Loss: 0.2283, Train Steps/Sec: 1.88
+[2025-01-25 04:10:52] (Generator) rec_loss: 0.0291, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9793, generator_adv_loss: -0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:10:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2305, logits_fake: 0.2246
+[2025-01-25 04:10:52] (step=0040200) Train Loss: 0.2177, Train Steps/Sec: 1.99
+[2025-01-25 04:11:43] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:11:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2910, logits_fake: -0.2871
+[2025-01-25 04:11:43] (step=0040300) Train Loss: 0.2681, Train Steps/Sec: 1.98
+[2025-01-25 04:12:33] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1895, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: -0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:12:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2773, logits_fake: 0.2734
+[2025-01-25 04:12:34] (step=0040400) Train Loss: 0.2633, Train Steps/Sec: 1.98
+[2025-01-25 04:13:23] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:13:25] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1318, logits_fake: 0.1465
+[2025-01-25 04:13:25] (step=0040500) Train Loss: 0.2452, Train Steps/Sec: 1.96
+[2025-01-25 04:14:14] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0186, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:14:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0540, logits_fake: -0.0371
+[2025-01-25 04:14:15] (step=0040600) Train Loss: 0.2139, Train Steps/Sec: 1.99
+[2025-01-25 04:15:05] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:15:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0195, logits_fake: 0.0216
+[2025-01-25 04:15:05] (step=0040700) Train Loss: 0.2705, Train Steps/Sec: 1.99
+[2025-01-25 04:15:55] (Generator) rec_loss: 0.0406, perceptual_loss: 0.2100, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0026, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:15:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0178, logits_fake: -0.0052
+[2025-01-25 04:15:55] (step=0040800) Train Loss: 0.2571, Train Steps/Sec: 1.99
+[2025-01-25 04:16:46] (Generator) rec_loss: 0.0231, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:16:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1533
+[2025-01-25 04:16:46] (step=0040900) Train Loss: 0.2706, Train Steps/Sec: 1.98
+[2025-01-25 04:17:36] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0124, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:17:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0337, logits_fake: -0.0248
+[2025-01-25 04:17:37] (step=0041000) Train Loss: 0.2966, Train Steps/Sec: 1.95
+[2025-01-25 04:18:27] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:18:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0664
+[2025-01-25 04:18:27] (step=0041100) Train Loss: 0.2808, Train Steps/Sec: 1.99
+[2025-01-25 04:19:18] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:19:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1221, logits_fake: -0.1260
+[2025-01-25 04:19:18] (step=0041200) Train Loss: 0.2973, Train Steps/Sec: 1.98
+[2025-01-25 04:20:08] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1934, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:20:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1553, logits_fake: 0.1562
+[2025-01-25 04:20:08] (step=0041300) Train Loss: 0.2726, Train Steps/Sec: 1.99
+[2025-01-25 04:20:58] (Generator) rec_loss: 0.0358, perceptual_loss: 0.1895, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:20:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0479, logits_fake: -0.0630
+[2025-01-25 04:20:58] (step=0041400) Train Loss: 0.2173, Train Steps/Sec: 1.99
+[2025-01-25 04:21:48] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1914, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:21:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0728, logits_fake: 0.0708
+[2025-01-25 04:21:49] (step=0041500) Train Loss: 0.2327, Train Steps/Sec: 1.96
+[2025-01-25 04:22:39] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1748, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0310, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:22:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0625, logits_fake: 0.0620
+[2025-01-25 04:22:40] (step=0041600) Train Loss: 0.2684, Train Steps/Sec: 1.99
+[2025-01-25 04:23:30] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1787, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:23:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0574, logits_fake: 0.0623
+[2025-01-25 04:23:30] (step=0041700) Train Loss: 0.2205, Train Steps/Sec: 1.97
+[2025-01-25 04:24:20] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:24:21] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0767, logits_fake: 0.0977
+[2025-01-25 04:24:21] (step=0041800) Train Loss: 0.2166, Train Steps/Sec: 1.99
+[2025-01-25 04:25:11] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0186, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:25:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0417, logits_fake: -0.0371
+[2025-01-25 04:25:11] (step=0041900) Train Loss: 0.2689, Train Steps/Sec: 1.99
+[2025-01-25 04:26:01] (Generator) rec_loss: 0.0384, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:26:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0500, logits_fake: 0.0520
+[2025-01-25 04:26:02] (step=0042000) Train Loss: 0.2585, Train Steps/Sec: 1.96
+[2025-01-25 04:26:52] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:26:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0510, logits_fake: 0.0491
+[2025-01-25 04:26:52] (step=0042100) Train Loss: 0.2605, Train Steps/Sec: 1.99
+[2025-01-25 04:27:42] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1982, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:27:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1484, logits_fake: 0.1494
+[2025-01-25 04:27:42] (step=0042200) Train Loss: 0.2572, Train Steps/Sec: 1.99
+[2025-01-25 04:28:32] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:28:33] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1060, logits_fake: -0.0947
+[2025-01-25 04:28:33] (step=0042300) Train Loss: 0.2547, Train Steps/Sec: 1.99
+[2025-01-25 04:29:23] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9835, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:29:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1079
+[2025-01-25 04:29:23] (step=0042400) Train Loss: 0.2866, Train Steps/Sec: 1.99
+[2025-01-25 04:30:13] (Generator) rec_loss: 0.0368, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9786, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:30:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1680
+[2025-01-25 04:30:14] (step=0042500) Train Loss: 0.2519, Train Steps/Sec: 1.95
+[2025-01-25 04:31:05] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9783, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:31:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0732, logits_fake: -0.0664
+[2025-01-25 04:31:05] (step=0042600) Train Loss: 0.3018, Train Steps/Sec: 1.98
+[2025-01-25 04:31:55] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:31:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0540, logits_fake: 0.0569
+[2025-01-25 04:31:55] (step=0042700) Train Loss: 0.3193, Train Steps/Sec: 1.98
+[2025-01-25 04:32:45] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:32:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1235, logits_fake: 0.1338
+[2025-01-25 04:32:46] (step=0042800) Train Loss: 0.2069, Train Steps/Sec: 1.99
+[2025-01-25 04:33:36] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:33:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0723
+[2025-01-25 04:33:36] (step=0042900) Train Loss: 0.2382, Train Steps/Sec: 1.99
+[2025-01-25 04:34:26] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:34:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1089, logits_fake: -0.1143
+[2025-01-25 04:34:27] (step=0043000) Train Loss: 0.3017, Train Steps/Sec: 1.96
+[2025-01-25 04:35:17] (Generator) rec_loss: 0.0356, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0127, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:35:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0216, logits_fake: 0.0254
+[2025-01-25 04:35:17] (step=0043100) Train Loss: 0.2540, Train Steps/Sec: 1.99
+[2025-01-25 04:36:07] (Generator) rec_loss: 0.0423, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:36:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0226, logits_fake: -0.0136
+[2025-01-25 04:36:07] (step=0043200) Train Loss: 0.2651, Train Steps/Sec: 1.99
+[2025-01-25 04:36:57] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1943, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0278, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:36:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0520, logits_fake: -0.0557
+[2025-01-25 04:36:58] (step=0043300) Train Loss: 0.2376, Train Steps/Sec: 1.99
+[2025-01-25 04:37:48] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9787, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:37:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1943, logits_fake: -0.1924
+[2025-01-25 04:37:48] (step=0043400) Train Loss: 0.2801, Train Steps/Sec: 1.98
+[2025-01-25 04:38:38] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:38:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2520
+[2025-01-25 04:38:39] (step=0043500) Train Loss: 0.3012, Train Steps/Sec: 1.96
+[2025-01-25 04:39:30] (Generator) rec_loss: 0.0349, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0215, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:39:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0417, logits_fake: 0.0430
+[2025-01-25 04:39:30] (step=0043600) Train Loss: 0.2735, Train Steps/Sec: 1.98
+[2025-01-25 04:40:20] (Generator) rec_loss: 0.0358, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0037, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:40:20] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0074
+[2025-01-25 04:40:20] (step=0043700) Train Loss: 0.2855, Train Steps/Sec: 1.99
+[2025-01-25 04:41:10] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:41:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2197, logits_fake: -0.2168
+[2025-01-25 04:41:10] (step=0043800) Train Loss: 0.3343, Train Steps/Sec: 1.99
+[2025-01-25 04:42:00] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:42:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1079, logits_fake: 0.0977
+[2025-01-25 04:42:01] (step=0043900) Train Loss: 0.2863, Train Steps/Sec: 1.99
+[2025-01-25 04:42:51] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:42:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1377
+[2025-01-25 04:42:52] (step=0044000) Train Loss: 0.3138, Train Steps/Sec: 1.95
+[2025-01-25 04:43:42] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:43:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2500
+[2025-01-25 04:43:42] (step=0044100) Train Loss: 0.2966, Train Steps/Sec: 1.99
+[2025-01-25 04:44:32] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:44:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1846
+[2025-01-25 04:44:33] (step=0044200) Train Loss: 0.2705, Train Steps/Sec: 1.99
+[2025-01-25 04:45:22] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1426, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:45:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2969, logits_fake: -0.2852
+[2025-01-25 04:45:23] (step=0044300) Train Loss: 0.3191, Train Steps/Sec: 1.99
+[2025-01-25 04:46:13] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:46:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1235, logits_fake: 0.1289
+[2025-01-25 04:46:13] (step=0044400) Train Loss: 0.2818, Train Steps/Sec: 1.99
+[2025-01-25 04:47:03] (Generator) rec_loss: 0.0221, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:47:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0698, logits_fake: -0.0737
+[2025-01-25 04:47:04] (step=0044500) Train Loss: 0.2632, Train Steps/Sec: 1.95
+[2025-01-25 04:47:54] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1641, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:47:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3398, logits_fake: -0.3281
+[2025-01-25 04:47:55] (step=0044600) Train Loss: 0.3586, Train Steps/Sec: 1.99
+[2025-01-25 04:48:45] (Generator) rec_loss: 0.0439, perceptual_loss: 0.2090, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0190, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:48:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0364, logits_fake: -0.0381
+[2025-01-25 04:48:45] (step=0044700) Train Loss: 0.2982, Train Steps/Sec: 1.98
+[2025-01-25 04:49:35] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0454, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:49:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0991, logits_fake: -0.0908
+[2025-01-25 04:49:35] (step=0044800) Train Loss: 0.2821, Train Steps/Sec: 1.99
+[2025-01-25 04:50:26] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0269, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:50:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0537, logits_fake: -0.0537
+[2025-01-25 04:50:26] (step=0044900) Train Loss: 0.2742, Train Steps/Sec: 1.98
+[2025-01-25 04:51:16] (Generator) rec_loss: 0.0372, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:51:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0618
+[2025-01-25 04:51:17] (step=0045000) Train Loss: 0.2934, Train Steps/Sec: 1.96
+[2025-01-25 04:51:36] Beginning epoch 9...
+[2025-01-25 04:52:10] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:52:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.1001
+[2025-01-25 04:52:10] (step=0045100) Train Loss: 0.2417, Train Steps/Sec: 1.88
+[2025-01-25 04:53:00] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:53:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1084, logits_fake: -0.1035
+[2025-01-25 04:53:01] (step=0045200) Train Loss: 0.2401, Train Steps/Sec: 1.98
+[2025-01-25 04:53:50] (Generator) rec_loss: 0.0437, perceptual_loss: 0.2061, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0491, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:53:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0991, logits_fake: 0.0981
+[2025-01-25 04:53:51] (step=0045300) Train Loss: 0.2618, Train Steps/Sec: 1.99
+[2025-01-25 04:54:41] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:54:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2695
+[2025-01-25 04:54:41] (step=0045400) Train Loss: 0.2648, Train Steps/Sec: 1.98
+[2025-01-25 04:55:31] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0549, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:55:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1191, logits_fake: -0.1099
+[2025-01-25 04:55:32] (step=0045500) Train Loss: 0.3030, Train Steps/Sec: 1.96
+[2025-01-25 04:56:22] (Generator) rec_loss: 0.0413, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:56:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0115, logits_fake: -0.0090
+[2025-01-25 04:56:22] (step=0045600) Train Loss: 0.2523, Train Steps/Sec: 1.99
+[2025-01-25 04:57:13] (Generator) rec_loss: 0.0347, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0057, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:57:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0088, logits_fake: 0.0115
+[2025-01-25 04:57:13] (step=0045700) Train Loss: 0.2612, Train Steps/Sec: 1.98
+[2025-01-25 04:58:03] (Generator) rec_loss: 0.0390, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9787, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:58:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1436, logits_fake: 0.1465
+[2025-01-25 04:58:03] (step=0045800) Train Loss: 0.2642, Train Steps/Sec: 1.99
+[2025-01-25 04:58:53] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:58:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1377, logits_fake: 0.1436
+[2025-01-25 04:58:54] (step=0045900) Train Loss: 0.2365, Train Steps/Sec: 1.98
+[2025-01-25 04:59:44] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: -0.1211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 04:59:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2344, logits_fake: 0.2422
+[2025-01-25 04:59:45] (step=0046000) Train Loss: 0.2515, Train Steps/Sec: 1.95
+[2025-01-25 05:00:35] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9827, generator_adv_loss: -0.0085, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:00:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0108, logits_fake: 0.0170
+[2025-01-25 05:00:35] (step=0046100) Train Loss: 0.1763, Train Steps/Sec: 1.99
+[2025-01-25 05:01:25] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9824, generator_adv_loss: -0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:01:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1943, logits_fake: 0.1973
+[2025-01-25 05:01:26] (step=0046200) Train Loss: 0.2086, Train Steps/Sec: 1.98
+[2025-01-25 05:02:16] (Generator) rec_loss: 0.0378, perceptual_loss: 0.2109, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:02:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0276, logits_fake: -0.0209
+[2025-01-25 05:02:16] (step=0046300) Train Loss: 0.1726, Train Steps/Sec: 1.99
+[2025-01-25 05:03:06] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0752, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:03:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1504
+[2025-01-25 05:03:06] (step=0046400) Train Loss: 0.3323, Train Steps/Sec: 1.99
+[2025-01-25 05:03:56] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:03:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2637
+[2025-01-25 05:03:57] (step=0046500) Train Loss: 0.2859, Train Steps/Sec: 1.96
+[2025-01-25 05:04:47] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:04:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.0957
+[2025-01-25 05:04:48] (step=0046600) Train Loss: 0.3460, Train Steps/Sec: 1.99
+[2025-01-25 05:05:38] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:05:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0693, logits_fake: -0.0635
+[2025-01-25 05:05:38] (step=0046700) Train Loss: 0.3025, Train Steps/Sec: 1.98
+[2025-01-25 05:06:28] (Generator) rec_loss: 0.0239, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:06:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1172, logits_fake: 0.1191
+[2025-01-25 05:06:28] (step=0046800) Train Loss: 0.2671, Train Steps/Sec: 1.99
+[2025-01-25 05:07:19] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:07:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2891, logits_fake: -0.2793
+[2025-01-25 05:07:19] (step=0046900) Train Loss: 0.3245, Train Steps/Sec: 1.98
+[2025-01-25 05:08:09] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9778, generator_adv_loss: 0.0017, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:08:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0001, logits_fake: -0.0034
+[2025-01-25 05:08:10] (step=0047000) Train Loss: 0.3463, Train Steps/Sec: 1.96
+[2025-01-25 05:09:00] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:09:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2715
+[2025-01-25 05:09:01] (step=0047100) Train Loss: 0.2692, Train Steps/Sec: 1.97
+[2025-01-25 05:09:51] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:09:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0439, logits_fake: 0.0454
+[2025-01-25 05:09:51] (step=0047200) Train Loss: 0.3214, Train Steps/Sec: 1.98
+[2025-01-25 05:10:41] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:10:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0214, logits_fake: -0.0277
+[2025-01-25 05:10:42] (step=0047300) Train Loss: 0.2323, Train Steps/Sec: 1.99
+[2025-01-25 05:11:32] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:11:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1523, logits_fake: 0.1543
+[2025-01-25 05:11:32] (step=0047400) Train Loss: 0.2416, Train Steps/Sec: 1.98
+[2025-01-25 05:12:22] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0752, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:12:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1504
+[2025-01-25 05:12:23] (step=0047500) Train Loss: 0.2195, Train Steps/Sec: 1.95
+[2025-01-25 05:13:14] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0618, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:13:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1230, logits_fake: -0.1235
+[2025-01-25 05:13:14] (step=0047600) Train Loss: 0.2275, Train Steps/Sec: 1.97
+[2025-01-25 05:14:04] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:14:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0728
+[2025-01-25 05:14:04] (step=0047700) Train Loss: 0.2762, Train Steps/Sec: 1.98
+[2025-01-25 05:14:55] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: -0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:14:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2490, logits_fake: 0.2578
+[2025-01-25 05:14:55] (step=0047800) Train Loss: 0.2526, Train Steps/Sec: 1.98
+[2025-01-25 05:15:45] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:15:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2520
+[2025-01-25 05:15:46] (step=0047900) Train Loss: 0.2334, Train Steps/Sec: 1.97
+[2025-01-25 05:16:36] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:16:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2598
+[2025-01-25 05:16:37] (step=0048000) Train Loss: 0.3829, Train Steps/Sec: 1.96
+[2025-01-25 05:17:27] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:17:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2090, logits_fake: -0.2109
+[2025-01-25 05:17:27] (step=0048100) Train Loss: 0.3174, Train Steps/Sec: 1.98
+[2025-01-25 05:18:17] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9787, generator_adv_loss: 0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:18:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0688, logits_fake: -0.0640
+[2025-01-25 05:18:18] (step=0048200) Train Loss: 0.3436, Train Steps/Sec: 1.98
+[2025-01-25 05:19:08] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:19:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.1230
+[2025-01-25 05:19:08] (step=0048300) Train Loss: 0.3321, Train Steps/Sec: 1.98
+[2025-01-25 05:19:58] (Generator) rec_loss: 0.0411, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1807, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:19:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3652, logits_fake: -0.3613
+[2025-01-25 05:19:59] (step=0048400) Train Loss: 0.3519, Train Steps/Sec: 1.97
+[2025-01-25 05:20:49] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:20:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1660
+[2025-01-25 05:20:50] (step=0048500) Train Loss: 0.2618, Train Steps/Sec: 1.95
+[2025-01-25 05:21:41] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:21:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3066
+[2025-01-25 05:21:41] (step=0048600) Train Loss: 0.2931, Train Steps/Sec: 1.97
+[2025-01-25 05:22:31] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1865, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9809, generator_adv_loss: -0.0064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:22:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: 0.0128
+[2025-01-25 05:22:31] (step=0048700) Train Loss: 0.2951, Train Steps/Sec: 1.99
+[2025-01-25 05:23:21] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1836, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:23:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1455
+[2025-01-25 05:23:22] (step=0048800) Train Loss: 0.2795, Train Steps/Sec: 1.98
+[2025-01-25 05:24:12] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:24:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0085, logits_fake: -0.0039
+[2025-01-25 05:24:12] (step=0048900) Train Loss: 0.3206, Train Steps/Sec: 1.99
+[2025-01-25 05:25:02] (Generator) rec_loss: 0.0392, perceptual_loss: 0.1924, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:25:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1924, logits_fake: -0.1904
+[2025-01-25 05:25:03] (step=0049000) Train Loss: 0.2900, Train Steps/Sec: 1.95
+[2025-01-25 05:25:53] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1885, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0052, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:25:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0056, logits_fake: -0.0104
+[2025-01-25 05:25:54] (step=0049100) Train Loss: 0.3185, Train Steps/Sec: 1.98
+[2025-01-25 05:26:44] (Generator) rec_loss: 0.0434, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:26:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0359, logits_fake: -0.0247
+[2025-01-25 05:26:44] (step=0049200) Train Loss: 0.3292, Train Steps/Sec: 1.98
+[2025-01-25 05:27:35] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:27:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.0894
+[2025-01-25 05:27:35] (step=0049300) Train Loss: 0.2803, Train Steps/Sec: 1.97
+[2025-01-25 05:28:25] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0113, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:28:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0337, logits_fake: -0.0226
+[2025-01-25 05:28:25] (step=0049400) Train Loss: 0.1735, Train Steps/Sec: 1.99
+[2025-01-25 05:29:16] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9787, generator_adv_loss: -0.0137, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:29:17] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0304, logits_fake: 0.0273
+[2025-01-25 05:29:17] (step=0049500) Train Loss: 0.2030, Train Steps/Sec: 1.94
+[2025-01-25 05:30:07] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9807, generator_adv_loss: 0.2275, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:30:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4512, logits_fake: -0.4551
+[2025-01-25 05:30:07] (step=0049600) Train Loss: 0.3215, Train Steps/Sec: 1.99
+[2025-01-25 05:30:57] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:30:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0962, logits_fake: -0.0957
+[2025-01-25 05:30:58] (step=0049700) Train Loss: 0.2444, Train Steps/Sec: 1.99
+[2025-01-25 05:31:48] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:31:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1025, logits_fake: 0.1060
+[2025-01-25 05:31:48] (step=0049800) Train Loss: 0.2752, Train Steps/Sec: 1.99
+[2025-01-25 05:32:38] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:32:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.2041
+[2025-01-25 05:32:38] (step=0049900) Train Loss: 0.1762, Train Steps/Sec: 1.99
+[2025-01-25 05:33:29] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9804, generator_adv_loss: 0.2295, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:33:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4707, logits_fake: -0.4590
+[2025-01-25 05:33:30] (step=0050000) Train Loss: 0.3650, Train Steps/Sec: 1.95
+[2025-01-25 05:33:34] Saved checkpoint to results_tokenizer_image/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/checkpoints/0050000.pt
+[2025-01-25 05:33:55] Beginning epoch 10...
+[2025-01-25 05:34:27] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0190, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:34:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0295, logits_fake: 0.0381
+[2025-01-25 05:34:27] (step=0050100) Train Loss: 0.3385, Train Steps/Sec: 1.74
+[2025-01-25 05:35:17] (Generator) rec_loss: 0.0224, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9824, generator_adv_loss: -0.0077, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:35:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0210, logits_fake: 0.0153
+[2025-01-25 05:35:17] (step=0050200) Train Loss: 0.2353, Train Steps/Sec: 1.99
+[2025-01-25 05:36:07] (Generator) rec_loss: 0.0389, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:36:08] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0021, logits_fake: -0.0095
+[2025-01-25 05:36:08] (step=0050300) Train Loss: 0.3487, Train Steps/Sec: 1.99
+[2025-01-25 05:36:58] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:36:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1846
+[2025-01-25 05:36:58] (step=0050400) Train Loss: 0.2701, Train Steps/Sec: 1.98
+[2025-01-25 05:37:48] (Generator) rec_loss: 0.0434, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:37:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1089, logits_fake: -0.1138
+[2025-01-25 05:37:49] (step=0050500) Train Loss: 0.2182, Train Steps/Sec: 1.96
+[2025-01-25 05:38:39] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0166, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:38:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0332, logits_fake: 0.0332
+[2025-01-25 05:38:40] (step=0050600) Train Loss: 0.2086, Train Steps/Sec: 1.99
+[2025-01-25 05:39:30] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:39:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0366, logits_fake: -0.0315
+[2025-01-25 05:39:30] (step=0050700) Train Loss: 0.2584, Train Steps/Sec: 1.99
+[2025-01-25 05:40:20] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1768, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:40:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3535, logits_fake: -0.3535
+[2025-01-25 05:40:21] (step=0050800) Train Loss: 0.3516, Train Steps/Sec: 1.98
+[2025-01-25 05:41:11] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0214, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:41:11] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0479, logits_fake: 0.0427
+[2025-01-25 05:41:11] (step=0050900) Train Loss: 0.2902, Train Steps/Sec: 1.98
+[2025-01-25 05:42:01] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:42:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1426, logits_fake: 0.1426
+[2025-01-25 05:42:02] (step=0051000) Train Loss: 0.1968, Train Steps/Sec: 1.96
+[2025-01-25 05:42:52] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:42:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1196, logits_fake: -0.1226
+[2025-01-25 05:42:53] (step=0051100) Train Loss: 0.2048, Train Steps/Sec: 1.99
+[2025-01-25 05:43:43] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:43:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3008, logits_fake: -0.3066
+[2025-01-25 05:43:43] (step=0051200) Train Loss: 0.2671, Train Steps/Sec: 1.99
+[2025-01-25 05:44:33] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9820, generator_adv_loss: 0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:44:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2402
+[2025-01-25 05:44:33] (step=0051300) Train Loss: 0.3591, Train Steps/Sec: 1.99
+[2025-01-25 05:45:23] (Generator) rec_loss: 0.0425, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:45:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0649, logits_fake: -0.0640
+[2025-01-25 05:45:23] (step=0051400) Train Loss: 0.2723, Train Steps/Sec: 1.99
+[2025-01-25 05:46:13] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:46:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2207
+[2025-01-25 05:46:14] (step=0051500) Train Loss: 0.2612, Train Steps/Sec: 1.96
+[2025-01-25 05:47:04] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:47:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3496, logits_fake: -0.3457
+[2025-01-25 05:47:05] (step=0051600) Train Loss: 0.3630, Train Steps/Sec: 1.99
+[2025-01-25 05:47:55] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:47:55] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0240, logits_fake: 0.0181
+[2025-01-25 05:47:55] (step=0051700) Train Loss: 0.3474, Train Steps/Sec: 1.99
+[2025-01-25 05:48:45] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:48:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1982, logits_fake: -0.1973
+[2025-01-25 05:48:46] (step=0051800) Train Loss: 0.3243, Train Steps/Sec: 1.98
+[2025-01-25 05:49:35] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0552, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:49:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.1104
+[2025-01-25 05:49:36] (step=0051900) Train Loss: 0.3156, Train Steps/Sec: 1.99
+[2025-01-25 05:50:26] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1680, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0234, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:50:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0513, logits_fake: -0.0469
+[2025-01-25 05:50:27] (step=0052000) Train Loss: 0.3168, Train Steps/Sec: 1.95
+[2025-01-25 05:51:17] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:51:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0786
+[2025-01-25 05:51:17] (step=0052100) Train Loss: 0.2758, Train Steps/Sec: 1.99
+[2025-01-25 05:52:07] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:52:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0786, logits_fake: 0.0747
+[2025-01-25 05:52:08] (step=0052200) Train Loss: 0.2516, Train Steps/Sec: 1.99
+[2025-01-25 05:52:58] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:52:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1201
+[2025-01-25 05:52:58] (step=0052300) Train Loss: 0.2754, Train Steps/Sec: 1.98
+[2025-01-25 05:53:48] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:53:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0640, logits_fake: -0.0598
+[2025-01-25 05:53:49] (step=0052400) Train Loss: 0.2736, Train Steps/Sec: 1.99
+[2025-01-25 05:54:38] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0981, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:54:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1982, logits_fake: 0.1963
+[2025-01-25 05:54:40] (step=0052500) Train Loss: 0.2410, Train Steps/Sec: 1.95
+[2025-01-25 05:55:30] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:55:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2373, logits_fake: -0.2305
+[2025-01-25 05:55:30] (step=0052600) Train Loss: 0.2893, Train Steps/Sec: 1.98
+[2025-01-25 05:56:20] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9781, generator_adv_loss: -0.0347, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:56:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0693
+[2025-01-25 05:56:20] (step=0052700) Train Loss: 0.3337, Train Steps/Sec: 1.99
+[2025-01-25 05:57:11] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0253, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:57:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0557, logits_fake: -0.0505
+[2025-01-25 05:57:11] (step=0052800) Train Loss: 0.2277, Train Steps/Sec: 1.98
+[2025-01-25 05:58:01] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9835, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:58:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1377
+[2025-01-25 05:58:01] (step=0052900) Train Loss: 0.2227, Train Steps/Sec: 1.99
+[2025-01-25 05:58:51] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:58:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0264, logits_fake: 0.0289
+[2025-01-25 05:58:52] (step=0053000) Train Loss: 0.2562, Train Steps/Sec: 1.96
+[2025-01-25 05:59:43] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9819, generator_adv_loss: -0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 05:59:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2695, logits_fake: 0.2656
+[2025-01-25 05:59:43] (step=0053100) Train Loss: 0.2265, Train Steps/Sec: 1.97
+[2025-01-25 06:00:33] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: -0.0027, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:00:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0060, logits_fake: 0.0053
+[2025-01-25 06:00:33] (step=0053200) Train Loss: 0.3071, Train Steps/Sec: 1.99
+[2025-01-25 06:01:23] (Generator) rec_loss: 0.0377, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0028, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:01:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0070, logits_fake: 0.0056
+[2025-01-25 06:01:24] (step=0053300) Train Loss: 0.2484, Train Steps/Sec: 1.99
+[2025-01-25 06:02:14] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:02:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1030, logits_fake: -0.0884
+[2025-01-25 06:02:14] (step=0053400) Train Loss: 0.2602, Train Steps/Sec: 1.99
+[2025-01-25 06:03:04] (Generator) rec_loss: 0.0455, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:03:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1719
+[2025-01-25 06:03:05] (step=0053500) Train Loss: 0.2702, Train Steps/Sec: 1.95
+[2025-01-25 06:03:55] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:03:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1807, logits_fake: 0.1855
+[2025-01-25 06:03:56] (step=0053600) Train Loss: 0.2714, Train Steps/Sec: 1.98
+[2025-01-25 06:04:46] (Generator) rec_loss: 0.0229, perceptual_loss: 0.1689, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9786, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:04:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3125, logits_fake: -0.3125
+[2025-01-25 06:04:46] (step=0053700) Train Loss: 0.3054, Train Steps/Sec: 1.99
+[2025-01-25 06:05:36] (Generator) rec_loss: 0.0385, perceptual_loss: 0.1973, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:05:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1699
+[2025-01-25 06:05:36] (step=0053800) Train Loss: 0.2686, Train Steps/Sec: 1.99
+[2025-01-25 06:06:26] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:06:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1797
+[2025-01-25 06:06:27] (step=0053900) Train Loss: 0.3481, Train Steps/Sec: 1.99
+[2025-01-25 06:07:17] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:07:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2324, logits_fake: -0.2295
+[2025-01-25 06:07:18] (step=0054000) Train Loss: 0.2517, Train Steps/Sec: 1.95
+[2025-01-25 06:08:08] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9820, generator_adv_loss: 0.1611, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:08:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3223, logits_fake: -0.3223
+[2025-01-25 06:08:09] (step=0054100) Train Loss: 0.3260, Train Steps/Sec: 1.98
+[2025-01-25 06:08:59] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.2539, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:08:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5039, logits_fake: -0.5078
+[2025-01-25 06:08:59] (step=0054200) Train Loss: 0.2690, Train Steps/Sec: 1.99
+[2025-01-25 06:09:49] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9786, generator_adv_loss: 0.0281, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:09:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0576, logits_fake: -0.0562
+[2025-01-25 06:09:49] (step=0054300) Train Loss: 0.2559, Train Steps/Sec: 1.99
+[2025-01-25 06:10:39] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:10:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1826
+[2025-01-25 06:10:40] (step=0054400) Train Loss: 0.2973, Train Steps/Sec: 1.99
+[2025-01-25 06:11:30] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:11:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2969, logits_fake: -0.2871
+[2025-01-25 06:11:31] (step=0054500) Train Loss: 0.3206, Train Steps/Sec: 1.96
+[2025-01-25 06:12:21] (Generator) rec_loss: 0.0358, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:12:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0757
+[2025-01-25 06:12:22] (step=0054600) Train Loss: 0.2824, Train Steps/Sec: 1.96
+[2025-01-25 06:13:12] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:13:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2412, logits_fake: -0.2422
+[2025-01-25 06:13:12] (step=0054700) Train Loss: 0.2784, Train Steps/Sec: 1.99
+[2025-01-25 06:14:02] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.2090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:14:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4219, logits_fake: -0.4180
+[2025-01-25 06:14:03] (step=0054800) Train Loss: 0.3700, Train Steps/Sec: 1.97
+[2025-01-25 06:14:53] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: 0.2334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:14:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4668, logits_fake: -0.4668
+[2025-01-25 06:14:53] (step=0054900) Train Loss: 0.3491, Train Steps/Sec: 1.99
+[2025-01-25 06:15:43] (Generator) rec_loss: 0.0407, perceptual_loss: 0.2061, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.2451, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:15:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4961, logits_fake: -0.4902
+[2025-01-25 06:15:44] (step=0055000) Train Loss: 0.3875, Train Steps/Sec: 1.96
+[2025-01-25 06:16:07] Beginning epoch 11...
+[2025-01-25 06:16:37] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:16:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.0938
+[2025-01-25 06:16:37] (step=0055100) Train Loss: 0.3286, Train Steps/Sec: 1.88
+[2025-01-25 06:17:27] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0232, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:17:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0420, logits_fake: 0.0464
+[2025-01-25 06:17:28] (step=0055200) Train Loss: 0.2754, Train Steps/Sec: 1.99
+[2025-01-25 06:18:18] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:18:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1787
+[2025-01-25 06:18:18] (step=0055300) Train Loss: 0.3827, Train Steps/Sec: 1.98
+[2025-01-25 06:19:08] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:19:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1279
+[2025-01-25 06:19:08] (step=0055400) Train Loss: 0.2454, Train Steps/Sec: 1.99
+[2025-01-25 06:19:58] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9795, generator_adv_loss: 0.2021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:20:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.4004, logits_fake: -0.4043
+[2025-01-25 06:20:00] (step=0055500) Train Loss: 0.3263, Train Steps/Sec: 1.94
+[2025-01-25 06:20:50] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1963, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:20:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3867, logits_fake: -0.3926
+[2025-01-25 06:20:50] (step=0055600) Train Loss: 0.3818, Train Steps/Sec: 1.99
+[2025-01-25 06:21:40] (Generator) rec_loss: 0.0376, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9793, generator_adv_loss: -0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:21:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0239, logits_fake: 0.0270
+[2025-01-25 06:21:41] (step=0055700) Train Loss: 0.2200, Train Steps/Sec: 1.99
+[2025-01-25 06:22:31] (Generator) rec_loss: 0.0350, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0081, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:22:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0140, logits_fake: -0.0162
+[2025-01-25 06:22:31] (step=0055800) Train Loss: 0.2461, Train Steps/Sec: 1.99
+[2025-01-25 06:23:21] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:23:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2539, logits_fake: -0.2578
+[2025-01-25 06:23:21] (step=0055900) Train Loss: 0.2659, Train Steps/Sec: 1.99
+[2025-01-25 06:24:11] (Generator) rec_loss: 0.0387, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9836, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0114, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:24:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0250, logits_fake: -0.0228
+[2025-01-25 06:24:12] (step=0056000) Train Loss: 0.2984, Train Steps/Sec: 1.96
+[2025-01-25 06:25:02] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0972, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:25:02] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1914, logits_fake: -0.1943
+[2025-01-25 06:25:02] (step=0056100) Train Loss: 0.3450, Train Steps/Sec: 1.99
+[2025-01-25 06:25:52] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:25:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1758, logits_fake: -0.1709
+[2025-01-25 06:25:53] (step=0056200) Train Loss: 0.3130, Train Steps/Sec: 1.99
+[2025-01-25 06:26:43] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.2051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:26:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4160, logits_fake: -0.4102
+[2025-01-25 06:26:43] (step=0056300) Train Loss: 0.2994, Train Steps/Sec: 1.98
+[2025-01-25 06:27:33] (Generator) rec_loss: 0.0395, perceptual_loss: 0.1992, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:27:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2451, logits_fake: -0.2461
+[2025-01-25 06:27:34] (step=0056400) Train Loss: 0.4349, Train Steps/Sec: 1.99
+[2025-01-25 06:28:24] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:28:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0737
+[2025-01-25 06:28:25] (step=0056500) Train Loss: 0.3661, Train Steps/Sec: 1.96
+[2025-01-25 06:29:15] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:29:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1230, logits_fake: -0.1230
+[2025-01-25 06:29:15] (step=0056600) Train Loss: 0.3353, Train Steps/Sec: 1.99
+[2025-01-25 06:30:05] (Generator) rec_loss: 0.0349, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:30:05] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2188, logits_fake: -0.2080
+[2025-01-25 06:30:05] (step=0056700) Train Loss: 0.3291, Train Steps/Sec: 1.99
+[2025-01-25 06:30:56] (Generator) rec_loss: 0.0427, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9795, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:30:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3340
+[2025-01-25 06:30:56] (step=0056800) Train Loss: 0.3135, Train Steps/Sec: 1.98
+[2025-01-25 06:31:46] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:31:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2188
+[2025-01-25 06:31:46] (step=0056900) Train Loss: 0.3085, Train Steps/Sec: 1.99
+[2025-01-25 06:32:37] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:32:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1226, logits_fake: -0.1260
+[2025-01-25 06:32:38] (step=0057000) Train Loss: 0.3782, Train Steps/Sec: 1.93
+[2025-01-25 06:33:28] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:33:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0942, logits_fake: -0.0918
+[2025-01-25 06:33:28] (step=0057100) Train Loss: 0.2953, Train Steps/Sec: 1.99
+[2025-01-25 06:34:18] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:34:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1035, logits_fake: -0.1030
+[2025-01-25 06:34:19] (step=0057200) Train Loss: 0.3086, Train Steps/Sec: 1.99
+[2025-01-25 06:35:09] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1777, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0161, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:35:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0332, logits_fake: 0.0322
+[2025-01-25 06:35:09] (step=0057300) Train Loss: 0.2235, Train Steps/Sec: 1.99
+[2025-01-25 06:35:59] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:35:59] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3438
+[2025-01-25 06:35:59] (step=0057400) Train Loss: 0.2634, Train Steps/Sec: 1.99
+[2025-01-25 06:36:49] (Generator) rec_loss: 0.0350, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:36:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.1826
+[2025-01-25 06:36:50] (step=0057500) Train Loss: 0.3676, Train Steps/Sec: 1.96
+[2025-01-25 06:37:40] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:37:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1660, logits_fake: 0.1699
+[2025-01-25 06:37:41] (step=0057600) Train Loss: 0.2089, Train Steps/Sec: 1.98
+[2025-01-25 06:38:31] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:38:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1118, logits_fake: -0.1069
+[2025-01-25 06:38:31] (step=0057700) Train Loss: 0.2462, Train Steps/Sec: 1.97
+[2025-01-25 06:39:21] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:39:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1465
+[2025-01-25 06:39:22] (step=0057800) Train Loss: 0.3290, Train Steps/Sec: 1.99
+[2025-01-25 06:40:12] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:40:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2090, logits_fake: -0.2070
+[2025-01-25 06:40:12] (step=0057900) Train Loss: 0.3591, Train Steps/Sec: 1.99
+[2025-01-25 06:41:02] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:41:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2559
+[2025-01-25 06:41:03] (step=0058000) Train Loss: 0.3376, Train Steps/Sec: 1.96
+[2025-01-25 06:41:53] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:41:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3125, logits_fake: -0.3125
+[2025-01-25 06:41:53] (step=0058100) Train Loss: 0.3539, Train Steps/Sec: 1.99
+[2025-01-25 06:42:43] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9834, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9830, generator_adv_loss: -0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:42:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1523, logits_fake: 0.1533
+[2025-01-25 06:42:44] (step=0058200) Train Loss: 0.3219, Train Steps/Sec: 1.99
+[2025-01-25 06:43:34] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:43:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1040, logits_fake: -0.1025
+[2025-01-25 06:43:34] (step=0058300) Train Loss: 0.2554, Train Steps/Sec: 1.99
+[2025-01-25 06:44:24] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:44:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0121, logits_fake: 0.0120
+[2025-01-25 06:44:24] (step=0058400) Train Loss: 0.2435, Train Steps/Sec: 1.99
+[2025-01-25 06:45:14] (Generator) rec_loss: 0.0234, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:45:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0786, logits_fake: -0.0781
+[2025-01-25 06:45:16] (step=0058500) Train Loss: 0.3324, Train Steps/Sec: 1.95
+[2025-01-25 06:46:06] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:46:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1050, logits_fake: -0.1001
+[2025-01-25 06:46:06] (step=0058600) Train Loss: 0.2431, Train Steps/Sec: 1.97
+[2025-01-25 06:46:56] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:46:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.2051
+[2025-01-25 06:46:56] (step=0058700) Train Loss: 0.3049, Train Steps/Sec: 1.99
+[2025-01-25 06:47:46] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:47:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1455
+[2025-01-25 06:47:47] (step=0058800) Train Loss: 0.3235, Train Steps/Sec: 1.99
+[2025-01-25 06:48:37] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:48:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2490
+[2025-01-25 06:48:37] (step=0058900) Train Loss: 0.3707, Train Steps/Sec: 1.99
+[2025-01-25 06:49:27] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:49:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0859, logits_fake: -0.0854
+[2025-01-25 06:49:28] (step=0059000) Train Loss: 0.3456, Train Steps/Sec: 1.95
+[2025-01-25 06:50:18] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:50:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1191, logits_fake: -0.1196
+[2025-01-25 06:50:19] (step=0059100) Train Loss: 0.2839, Train Steps/Sec: 1.99
+[2025-01-25 06:51:09] (Generator) rec_loss: 0.0367, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:51:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1533
+[2025-01-25 06:51:09] (step=0059200) Train Loss: 0.2887, Train Steps/Sec: 1.99
+[2025-01-25 06:51:59] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:52:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0084, logits_fake: -0.0090
+[2025-01-25 06:52:00] (step=0059300) Train Loss: 0.2815, Train Steps/Sec: 1.98
+[2025-01-25 06:52:50] (Generator) rec_loss: 0.0349, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:52:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.0928
+[2025-01-25 06:52:50] (step=0059400) Train Loss: 0.2778, Train Steps/Sec: 1.99
+[2025-01-25 06:53:40] (Generator) rec_loss: 0.0233, perceptual_loss: 0.1592, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:53:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2930, logits_fake: -0.2910
+[2025-01-25 06:53:41] (step=0059500) Train Loss: 0.2219, Train Steps/Sec: 1.96
+[2025-01-25 06:54:31] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:54:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0669, logits_fake: -0.0645
+[2025-01-25 06:54:32] (step=0059600) Train Loss: 0.3705, Train Steps/Sec: 1.98
+[2025-01-25 06:55:22] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9795, generator_adv_loss: -0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:55:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1729, logits_fake: 0.1650
+[2025-01-25 06:55:22] (step=0059700) Train Loss: 0.2465, Train Steps/Sec: 1.99
+[2025-01-25 06:56:12] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0265, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:56:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0493, logits_fake: -0.0530
+[2025-01-25 06:56:12] (step=0059800) Train Loss: 0.2407, Train Steps/Sec: 1.98
+[2025-01-25 06:57:02] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:57:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.1992
+[2025-01-25 06:57:03] (step=0059900) Train Loss: 0.2832, Train Steps/Sec: 1.99
+[2025-01-25 06:57:53] (Generator) rec_loss: 0.0219, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:57:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1021, logits_fake: -0.1001
+[2025-01-25 06:57:54] (step=0060000) Train Loss: 0.3462, Train Steps/Sec: 1.96
+[2025-01-25 06:58:19] Beginning epoch 12...
+[2025-01-25 06:58:47] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:58:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3105, logits_fake: -0.3066
+[2025-01-25 06:58:47] (step=0060100) Train Loss: 0.3200, Train Steps/Sec: 1.87
+[2025-01-25 06:59:37] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.2207, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 06:59:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4414, logits_fake: -0.4414
+[2025-01-25 06:59:37] (step=0060200) Train Loss: 0.3793, Train Steps/Sec: 1.99
+[2025-01-25 07:00:27] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0034, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:00:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0040, logits_fake: -0.0069
+[2025-01-25 07:00:28] (step=0060300) Train Loss: 0.3455, Train Steps/Sec: 1.99
+[2025-01-25 07:01:18] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9830, generator_adv_loss: 0.0625, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:01:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1250
+[2025-01-25 07:01:18] (step=0060400) Train Loss: 0.3484, Train Steps/Sec: 1.99
+[2025-01-25 07:02:08] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:02:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0757
+[2025-01-25 07:02:09] (step=0060500) Train Loss: 0.3583, Train Steps/Sec: 1.96
+[2025-01-25 07:02:59] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9786, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:02:59] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2129, logits_fake: -0.2207
+[2025-01-25 07:02:59] (step=0060600) Train Loss: 0.3794, Train Steps/Sec: 1.99
+[2025-01-25 07:03:50] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:03:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0728
+[2025-01-25 07:03:50] (step=0060700) Train Loss: 0.2738, Train Steps/Sec: 1.97
+[2025-01-25 07:04:40] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:04:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1377
+[2025-01-25 07:04:40] (step=0060800) Train Loss: 0.2941, Train Steps/Sec: 1.99
+[2025-01-25 07:05:31] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0048, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:05:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0067, logits_fake: -0.0096
+[2025-01-25 07:05:31] (step=0060900) Train Loss: 0.3150, Train Steps/Sec: 1.98
+[2025-01-25 07:06:21] (Generator) rec_loss: 0.0375, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:06:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1348, logits_fake: 0.1348
+[2025-01-25 07:06:22] (step=0061000) Train Loss: 0.2009, Train Steps/Sec: 1.96
+[2025-01-25 07:07:12] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: -0.1118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:07:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2207, logits_fake: 0.2236
+[2025-01-25 07:07:12] (step=0061100) Train Loss: 0.1807, Train Steps/Sec: 1.99
+[2025-01-25 07:08:03] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1934, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:08:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3809, logits_fake: -0.3867
+[2025-01-25 07:08:03] (step=0061200) Train Loss: 0.3287, Train Steps/Sec: 1.98
+[2025-01-25 07:08:53] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:08:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1396
+[2025-01-25 07:08:53] (step=0061300) Train Loss: 0.2871, Train Steps/Sec: 1.99
+[2025-01-25 07:09:43] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:09:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.1992
+[2025-01-25 07:09:44] (step=0061400) Train Loss: 0.3353, Train Steps/Sec: 1.99
+[2025-01-25 07:10:34] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:10:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3125
+[2025-01-25 07:10:35] (step=0061500) Train Loss: 0.3306, Train Steps/Sec: 1.95
+[2025-01-25 07:11:25] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9774, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9781, generator_adv_loss: 0.1611, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:11:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3262, logits_fake: -0.3223
+[2025-01-25 07:11:25] (step=0061600) Train Loss: 0.2590, Train Steps/Sec: 1.99
+[2025-01-25 07:12:16] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9790, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:12:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2393, logits_fake: -0.2363
+[2025-01-25 07:12:16] (step=0061700) Train Loss: 0.3927, Train Steps/Sec: 1.98
+[2025-01-25 07:13:06] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:13:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1914, logits_fake: -0.1904
+[2025-01-25 07:13:06] (step=0061800) Train Loss: 0.3268, Train Steps/Sec: 1.99
+[2025-01-25 07:13:56] (Generator) rec_loss: 0.0425, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:13:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1484, logits_fake: 0.1484
+[2025-01-25 07:13:56] (step=0061900) Train Loss: 0.2971, Train Steps/Sec: 1.99
+[2025-01-25 07:14:47] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0425, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:14:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0850
+[2025-01-25 07:14:48] (step=0062000) Train Loss: 0.2975, Train Steps/Sec: 1.95
+[2025-01-25 07:15:38] (Generator) rec_loss: 0.0425, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:15:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1729
+[2025-01-25 07:15:38] (step=0062100) Train Loss: 0.2884, Train Steps/Sec: 1.98
+[2025-01-25 07:16:28] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:16:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0444, logits_fake: -0.0483
+[2025-01-25 07:16:29] (step=0062200) Train Loss: 0.3238, Train Steps/Sec: 1.99
+[2025-01-25 07:17:19] (Generator) rec_loss: 0.0359, perceptual_loss: 0.1934, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:17:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1924
+[2025-01-25 07:17:19] (step=0062300) Train Loss: 0.2848, Train Steps/Sec: 1.99
+[2025-01-25 07:18:09] (Generator) rec_loss: 0.0363, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:18:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0913, logits_fake: -0.0967
+[2025-01-25 07:18:09] (step=0062400) Train Loss: 0.3423, Train Steps/Sec: 1.99
+[2025-01-25 07:18:59] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0248, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:19:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0542, logits_fake: -0.0496
+[2025-01-25 07:19:00] (step=0062500) Train Loss: 0.2466, Train Steps/Sec: 1.96
+[2025-01-25 07:19:50] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9836, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: -0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:19:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2295, logits_fake: 0.2314
+[2025-01-25 07:19:51] (step=0062600) Train Loss: 0.3086, Train Steps/Sec: 1.99
+[2025-01-25 07:20:41] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: -0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:20:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0845
+[2025-01-25 07:20:41] (step=0062700) Train Loss: 0.1438, Train Steps/Sec: 1.99
+[2025-01-25 07:21:31] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:21:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2754
+[2025-01-25 07:21:31] (step=0062800) Train Loss: 0.2896, Train Steps/Sec: 1.99
+[2025-01-25 07:22:22] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:22:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2871
+[2025-01-25 07:22:22] (step=0062900) Train Loss: 0.3481, Train Steps/Sec: 1.97
+[2025-01-25 07:23:12] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:23:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2891, logits_fake: -0.2812
+[2025-01-25 07:23:13] (step=0063000) Train Loss: 0.3426, Train Steps/Sec: 1.96
+[2025-01-25 07:24:03] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:24:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3359
+[2025-01-25 07:24:03] (step=0063100) Train Loss: 0.3794, Train Steps/Sec: 1.98
+[2025-01-25 07:24:53] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9806, generator_adv_loss: 0.2021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:24:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4062, logits_fake: -0.4043
+[2025-01-25 07:24:54] (step=0063200) Train Loss: 0.3430, Train Steps/Sec: 1.99
+[2025-01-25 07:25:44] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:25:44] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2578
+[2025-01-25 07:25:44] (step=0063300) Train Loss: 0.3410, Train Steps/Sec: 1.99
+[2025-01-25 07:26:34] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1904, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:26:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3828, logits_fake: -0.3809
+[2025-01-25 07:26:34] (step=0063400) Train Loss: 0.4027, Train Steps/Sec: 1.99
+[2025-01-25 07:27:24] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:27:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2051
+[2025-01-25 07:27:26] (step=0063500) Train Loss: 0.3954, Train Steps/Sec: 1.95
+[2025-01-25 07:28:15] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9789, generator_adv_loss: 0.1895, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:28:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3848, logits_fake: -0.3789
+[2025-01-25 07:28:16] (step=0063600) Train Loss: 0.3844, Train Steps/Sec: 1.99
+[2025-01-25 07:29:06] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: -0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:29:06] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2715, logits_fake: 0.2656
+[2025-01-25 07:29:06] (step=0063700) Train Loss: 0.2421, Train Steps/Sec: 1.98
+[2025-01-25 07:29:56] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0981, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:29:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1963
+[2025-01-25 07:29:57] (step=0063800) Train Loss: 0.2212, Train Steps/Sec: 1.99
+[2025-01-25 07:30:47] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:30:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1729
+[2025-01-25 07:30:47] (step=0063900) Train Loss: 0.3087, Train Steps/Sec: 1.99
+[2025-01-25 07:31:37] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9793, generator_adv_loss: 0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:31:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2334, logits_fake: -0.2314
+[2025-01-25 07:31:38] (step=0064000) Train Loss: 0.3587, Train Steps/Sec: 1.96
+[2025-01-25 07:32:28] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:32:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.3047
+[2025-01-25 07:32:28] (step=0064100) Train Loss: 0.2954, Train Steps/Sec: 1.98
+[2025-01-25 07:33:19] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9795, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:33:19] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2539, logits_fake: -0.2578
+[2025-01-25 07:33:19] (step=0064200) Train Loss: 0.3801, Train Steps/Sec: 1.98
+[2025-01-25 07:34:09] (Generator) rec_loss: 0.0202, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:34:09] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2451, logits_fake: -0.2490
+[2025-01-25 07:34:09] (step=0064300) Train Loss: 0.3490, Train Steps/Sec: 1.99
+[2025-01-25 07:35:00] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:35:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0879, logits_fake: -0.0796
+[2025-01-25 07:35:00] (step=0064400) Train Loss: 0.2800, Train Steps/Sec: 1.98
+[2025-01-25 07:35:50] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.2188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:35:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4395, logits_fake: -0.4375
+[2025-01-25 07:35:51] (step=0064500) Train Loss: 0.3063, Train Steps/Sec: 1.95
+[2025-01-25 07:36:41] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: -0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:36:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3145, logits_fake: 0.3184
+[2025-01-25 07:36:41] (step=0064600) Train Loss: 0.3553, Train Steps/Sec: 1.98
+[2025-01-25 07:37:31] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1768, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:37:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3574, logits_fake: -0.3535
+[2025-01-25 07:37:32] (step=0064700) Train Loss: 0.2963, Train Steps/Sec: 1.98
+[2025-01-25 07:38:22] (Generator) rec_loss: 0.0234, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9826, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:38:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2773
+[2025-01-25 07:38:22] (step=0064800) Train Loss: 0.3921, Train Steps/Sec: 1.98
+[2025-01-25 07:39:12] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1836, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:39:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0747
+[2025-01-25 07:39:13] (step=0064900) Train Loss: 0.2994, Train Steps/Sec: 1.99
+[2025-01-25 07:40:03] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:40:04] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1553
+[2025-01-25 07:40:04] (step=0065000) Train Loss: 0.3027, Train Steps/Sec: 1.96
+[2025-01-25 07:40:31] Beginning epoch 13...
+[2025-01-25 07:40:58] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1543, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:40:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3086
+[2025-01-25 07:40:58] (step=0065100) Train Loss: 0.4079, Train Steps/Sec: 1.85
+[2025-01-25 07:41:48] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:41:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2178, logits_fake: -0.2197
+[2025-01-25 07:41:48] (step=0065200) Train Loss: 0.3912, Train Steps/Sec: 1.98
+[2025-01-25 07:42:38] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.2002, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:42:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3984, logits_fake: -0.4004
+[2025-01-25 07:42:39] (step=0065300) Train Loss: 0.3432, Train Steps/Sec: 1.99
+[2025-01-25 07:43:29] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0261, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:43:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0542, logits_fake: -0.0522
+[2025-01-25 07:43:29] (step=0065400) Train Loss: 0.2747, Train Steps/Sec: 1.99
+[2025-01-25 07:44:19] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0625, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:44:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1235, logits_fake: 0.1250
+[2025-01-25 07:44:20] (step=0065500) Train Loss: 0.3279, Train Steps/Sec: 1.96
+[2025-01-25 07:45:10] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1699, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:45:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3398, logits_fake: -0.3398
+[2025-01-25 07:45:10] (step=0065600) Train Loss: 0.2310, Train Steps/Sec: 1.99
+[2025-01-25 07:46:01] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9801, generator_adv_loss: -0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:46:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2285, logits_fake: 0.2305
+[2025-01-25 07:46:01] (step=0065700) Train Loss: 0.2726, Train Steps/Sec: 1.98
+[2025-01-25 07:46:51] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:46:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3359
+[2025-01-25 07:46:51] (step=0065800) Train Loss: 0.3309, Train Steps/Sec: 1.99
+[2025-01-25 07:47:42] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:47:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0449, logits_fake: -0.0452
+[2025-01-25 07:47:42] (step=0065900) Train Loss: 0.3398, Train Steps/Sec: 1.98
+[2025-01-25 07:48:32] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:48:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0952, logits_fake: -0.0894
+[2025-01-25 07:48:33] (step=0066000) Train Loss: 0.3118, Train Steps/Sec: 1.96
+[2025-01-25 07:49:23] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1963, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0295, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:49:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0591, logits_fake: -0.0591
+[2025-01-25 07:49:23] (step=0066100) Train Loss: 0.2603, Train Steps/Sec: 1.99
+[2025-01-25 07:50:13] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1533, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:50:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1592
+[2025-01-25 07:50:14] (step=0066200) Train Loss: 0.2995, Train Steps/Sec: 1.98
+[2025-01-25 07:51:04] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0476, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:51:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0933, logits_fake: -0.0952
+[2025-01-25 07:51:04] (step=0066300) Train Loss: 0.3505, Train Steps/Sec: 1.99
+[2025-01-25 07:51:54] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:51:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2852, logits_fake: -0.2832
+[2025-01-25 07:51:55] (step=0066400) Train Loss: 0.3291, Train Steps/Sec: 1.98
+[2025-01-25 07:52:44] (Generator) rec_loss: 0.0368, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:52:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1216
+[2025-01-25 07:52:46] (step=0066500) Train Loss: 0.3740, Train Steps/Sec: 1.96
+[2025-01-25 07:53:36] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0588, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:53:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1177
+[2025-01-25 07:53:36] (step=0066600) Train Loss: 0.2508, Train Steps/Sec: 1.98
+[2025-01-25 07:54:26] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0425, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:54:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0845, logits_fake: -0.0850
+[2025-01-25 07:54:26] (step=0066700) Train Loss: 0.2879, Train Steps/Sec: 1.99
+[2025-01-25 07:55:16] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:55:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0898, logits_fake: -0.0864
+[2025-01-25 07:55:17] (step=0066800) Train Loss: 0.3591, Train Steps/Sec: 1.99
+[2025-01-25 07:56:07] (Generator) rec_loss: 0.0385, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:56:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.0962
+[2025-01-25 07:56:07] (step=0066900) Train Loss: 0.2828, Train Steps/Sec: 1.99
+[2025-01-25 07:56:57] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:56:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.1011
+[2025-01-25 07:56:58] (step=0067000) Train Loss: 0.3105, Train Steps/Sec: 1.96
+[2025-01-25 07:57:48] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:57:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2090
+[2025-01-25 07:57:49] (step=0067100) Train Loss: 0.3312, Train Steps/Sec: 1.99
+[2025-01-25 07:58:38] (Generator) rec_loss: 0.0349, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:58:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1270
+[2025-01-25 07:58:39] (step=0067200) Train Loss: 0.4013, Train Steps/Sec: 1.99
+[2025-01-25 07:59:29] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0383, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 07:59:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0820, logits_fake: 0.0767
+[2025-01-25 07:59:29] (step=0067300) Train Loss: 0.3213, Train Steps/Sec: 1.98
+[2025-01-25 08:00:20] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:00:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1953, logits_fake: 0.1992
+[2025-01-25 08:00:20] (step=0067400) Train Loss: 0.2347, Train Steps/Sec: 1.96
+[2025-01-25 08:01:10] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9782, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1797, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:01:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3613, logits_fake: -0.3594
+[2025-01-25 08:01:11] (step=0067500) Train Loss: 0.3653, Train Steps/Sec: 1.96
+[2025-01-25 08:02:01] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:02:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0189, logits_fake: -0.0168
+[2025-01-25 08:02:02] (step=0067600) Train Loss: 0.3369, Train Steps/Sec: 1.98
+[2025-01-25 08:02:52] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:02:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1216, logits_fake: -0.1240
+[2025-01-25 08:02:52] (step=0067700) Train Loss: 0.2884, Train Steps/Sec: 1.99
+[2025-01-25 08:03:42] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9789, generator_adv_loss: 0.1641, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:03:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3320, logits_fake: -0.3281
+[2025-01-25 08:03:42] (step=0067800) Train Loss: 0.2491, Train Steps/Sec: 1.99
+[2025-01-25 08:04:32] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:04:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0075, logits_fake: 0.0060
+[2025-01-25 08:04:33] (step=0067900) Train Loss: 0.2345, Train Steps/Sec: 1.98
+[2025-01-25 08:05:23] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: -0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:05:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2100, logits_fake: 0.2109
+[2025-01-25 08:05:24] (step=0068000) Train Loss: 0.2798, Train Steps/Sec: 1.95
+[2025-01-25 08:06:14] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.2070, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:06:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4160, logits_fake: -0.4141
+[2025-01-25 08:06:14] (step=0068100) Train Loss: 0.3561, Train Steps/Sec: 1.99
+[2025-01-25 08:07:05] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:07:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3086, logits_fake: -0.3105
+[2025-01-25 08:07:05] (step=0068200) Train Loss: 0.3693, Train Steps/Sec: 1.98
+[2025-01-25 08:07:55] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:07:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1602
+[2025-01-25 08:07:55] (step=0068300) Train Loss: 0.3645, Train Steps/Sec: 1.98
+[2025-01-25 08:08:45] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:08:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2441, logits_fake: -0.2422
+[2025-01-25 08:08:46] (step=0068400) Train Loss: 0.3398, Train Steps/Sec: 1.99
+[2025-01-25 08:09:36] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1953, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1982, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:09:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3945, logits_fake: -0.3965
+[2025-01-25 08:09:37] (step=0068500) Train Loss: 0.3574, Train Steps/Sec: 1.96
+[2025-01-25 08:10:27] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:10:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3477, logits_fake: -0.3477
+[2025-01-25 08:10:27] (step=0068600) Train Loss: 0.3916, Train Steps/Sec: 1.99
+[2025-01-25 08:11:17] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9832, generator_adv_loss: 0.1465, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:11:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2910, logits_fake: -0.2930
+[2025-01-25 08:11:18] (step=0068700) Train Loss: 0.4181, Train Steps/Sec: 1.97
+[2025-01-25 08:12:08] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:12:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2578
+[2025-01-25 08:12:08] (step=0068800) Train Loss: 0.4024, Train Steps/Sec: 1.98
+[2025-01-25 08:12:58] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9788, generator_adv_loss: 0.1689, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:12:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3379
+[2025-01-25 08:12:59] (step=0068900) Train Loss: 0.3573, Train Steps/Sec: 1.99
+[2025-01-25 08:13:49] (Generator) rec_loss: 0.0427, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:13:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2178, logits_fake: -0.2158
+[2025-01-25 08:13:50] (step=0069000) Train Loss: 0.3792, Train Steps/Sec: 1.96
+[2025-01-25 08:14:40] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9785, generator_adv_loss: 0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:14:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0684, logits_fake: -0.0781
+[2025-01-25 08:14:40] (step=0069100) Train Loss: 0.3868, Train Steps/Sec: 1.99
+[2025-01-25 08:15:30] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0300, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:15:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0635, logits_fake: -0.0601
+[2025-01-25 08:15:30] (step=0069200) Train Loss: 0.3038, Train Steps/Sec: 1.99
+[2025-01-25 08:16:20] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0588, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:16:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1177
+[2025-01-25 08:16:21] (step=0069300) Train Loss: 0.3332, Train Steps/Sec: 1.99
+[2025-01-25 08:17:11] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:17:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3105, logits_fake: -0.3125
+[2025-01-25 08:17:11] (step=0069400) Train Loss: 0.2824, Train Steps/Sec: 1.98
+[2025-01-25 08:18:01] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:18:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1338
+[2025-01-25 08:18:02] (step=0069500) Train Loss: 0.4046, Train Steps/Sec: 1.96
+[2025-01-25 08:18:53] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:18:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3320
+[2025-01-25 08:18:53] (step=0069600) Train Loss: 0.3532, Train Steps/Sec: 1.96
+[2025-01-25 08:19:43] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9836, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9830, generator_adv_loss: -0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:19:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0762, logits_fake: 0.0742
+[2025-01-25 08:19:44] (step=0069700) Train Loss: 0.3475, Train Steps/Sec: 1.99
+[2025-01-25 08:20:34] (Generator) rec_loss: 0.0237, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9830, generator_adv_loss: 0.1953, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:20:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3926, logits_fake: -0.3906
+[2025-01-25 08:20:34] (step=0069800) Train Loss: 0.2398, Train Steps/Sec: 1.99
+[2025-01-25 08:21:24] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9801, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:21:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3320
+[2025-01-25 08:21:24] (step=0069900) Train Loss: 0.4293, Train Steps/Sec: 1.99
+[2025-01-25 08:22:14] (Generator) rec_loss: 0.0372, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:22:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2578
+[2025-01-25 08:22:15] (step=0070000) Train Loss: 0.3891, Train Steps/Sec: 1.95
+[2025-01-25 08:22:44] Beginning epoch 14...
+[2025-01-25 08:23:09] (Generator) rec_loss: 0.0236, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:23:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.3047
+[2025-01-25 08:23:09] (step=0070100) Train Loss: 0.2718, Train Steps/Sec: 1.86
+[2025-01-25 08:23:59] (Generator) rec_loss: 0.0337, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:24:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2695
+[2025-01-25 08:24:00] (step=0070200) Train Loss: 0.4210, Train Steps/Sec: 1.98
+[2025-01-25 08:24:50] (Generator) rec_loss: 0.0238, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1621, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:24:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3242
+[2025-01-25 08:24:50] (step=0070300) Train Loss: 0.3796, Train Steps/Sec: 1.99
+[2025-01-25 08:25:40] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:25:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2334, logits_fake: -0.2344
+[2025-01-25 08:25:41] (step=0070400) Train Loss: 0.3342, Train Steps/Sec: 1.98
+[2025-01-25 08:26:31] (Generator) rec_loss: 0.0374, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:26:32] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1650
+[2025-01-25 08:26:32] (step=0070500) Train Loss: 0.3786, Train Steps/Sec: 1.95
+[2025-01-25 08:27:22] (Generator) rec_loss: 0.0349, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0625, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:27:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1167, logits_fake: -0.1250
+[2025-01-25 08:27:22] (step=0070600) Train Loss: 0.2496, Train Steps/Sec: 1.98
+[2025-01-25 08:28:13] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:28:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3672, logits_fake: -0.3691
+[2025-01-25 08:28:13] (step=0070700) Train Loss: 0.3037, Train Steps/Sec: 1.98
+[2025-01-25 08:29:03] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9831, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9840, generator_adv_loss: 0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:29:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2002, logits_fake: -0.2002
+[2025-01-25 08:29:03] (step=0070800) Train Loss: 0.4141, Train Steps/Sec: 1.99
+[2025-01-25 08:29:53] (Generator) rec_loss: 0.0233, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:29:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1299
+[2025-01-25 08:29:54] (step=0070900) Train Loss: 0.2552, Train Steps/Sec: 1.98
+[2025-01-25 08:30:44] (Generator) rec_loss: 0.0426, perceptual_loss: 0.2012, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:30:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1206, logits_fake: -0.1196
+[2025-01-25 08:30:45] (step=0071000) Train Loss: 0.3509, Train Steps/Sec: 1.95
+[2025-01-25 08:31:35] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:31:36] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2734, logits_fake: -0.2812
+[2025-01-25 08:31:36] (step=0071100) Train Loss: 0.3530, Train Steps/Sec: 1.98
+[2025-01-25 08:32:25] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:32:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2617
+[2025-01-25 08:32:26] (step=0071200) Train Loss: 0.3440, Train Steps/Sec: 1.99
+[2025-01-25 08:33:16] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:33:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2773
+[2025-01-25 08:33:16] (step=0071300) Train Loss: 0.4089, Train Steps/Sec: 1.99
+[2025-01-25 08:34:06] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:34:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0757
+[2025-01-25 08:34:07] (step=0071400) Train Loss: 0.3064, Train Steps/Sec: 1.98
+[2025-01-25 08:34:57] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0008, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:34:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0045, logits_fake: -0.0017
+[2025-01-25 08:34:58] (step=0071500) Train Loss: 0.2871, Train Steps/Sec: 1.96
+[2025-01-25 08:35:48] (Generator) rec_loss: 0.0394, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:35:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0248, logits_fake: 0.0300
+[2025-01-25 08:35:48] (step=0071600) Train Loss: 0.2185, Train Steps/Sec: 1.99
+[2025-01-25 08:36:38] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0908, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:36:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1816
+[2025-01-25 08:36:38] (step=0071700) Train Loss: 0.2614, Train Steps/Sec: 1.99
+[2025-01-25 08:37:29] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:37:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1553
+[2025-01-25 08:37:29] (step=0071800) Train Loss: 0.3035, Train Steps/Sec: 1.97
+[2025-01-25 08:38:19] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:38:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2734, logits_fake: -0.2754
+[2025-01-25 08:38:19] (step=0071900) Train Loss: 0.3390, Train Steps/Sec: 1.99
+[2025-01-25 08:39:09] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:39:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2656
+[2025-01-25 08:39:10] (step=0072000) Train Loss: 0.3817, Train Steps/Sec: 1.96
+[2025-01-25 08:40:00] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:40:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2754
+[2025-01-25 08:40:01] (step=0072100) Train Loss: 0.3173, Train Steps/Sec: 1.98
+[2025-01-25 08:40:51] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:40:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2256
+[2025-01-25 08:40:51] (step=0072200) Train Loss: 0.3762, Train Steps/Sec: 1.99
+[2025-01-25 08:41:41] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:41:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1602
+[2025-01-25 08:41:41] (step=0072300) Train Loss: 0.2517, Train Steps/Sec: 1.99
+[2025-01-25 08:42:31] (Generator) rec_loss: 0.0359, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0087, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:42:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0177, logits_fake: 0.0175
+[2025-01-25 08:42:32] (step=0072400) Train Loss: 0.2983, Train Steps/Sec: 1.98
+[2025-01-25 08:43:22] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0195, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:43:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0447, logits_fake: -0.0391
+[2025-01-25 08:43:23] (step=0072500) Train Loss: 0.3022, Train Steps/Sec: 1.96
+[2025-01-25 08:44:13] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:44:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2139, logits_fake: -0.2129
+[2025-01-25 08:44:13] (step=0072600) Train Loss: 0.3183, Train Steps/Sec: 1.98
+[2025-01-25 08:45:03] (Generator) rec_loss: 0.0359, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:45:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1079
+[2025-01-25 08:45:04] (step=0072700) Train Loss: 0.3514, Train Steps/Sec: 1.99
+[2025-01-25 08:45:54] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:45:54] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0874, logits_fake: 0.0820
+[2025-01-25 08:45:54] (step=0072800) Train Loss: 0.3349, Train Steps/Sec: 1.98
+[2025-01-25 08:46:44] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0195, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:46:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0437, logits_fake: -0.0391
+[2025-01-25 08:46:45] (step=0072900) Train Loss: 0.2456, Train Steps/Sec: 1.97
+[2025-01-25 08:47:35] (Generator) rec_loss: 0.0401, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9843, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:47:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1235, logits_fake: -0.1240
+[2025-01-25 08:47:36] (step=0073000) Train Loss: 0.2900, Train Steps/Sec: 1.95
+[2025-01-25 08:48:26] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:48:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1514
+[2025-01-25 08:48:27] (step=0073100) Train Loss: 0.3091, Train Steps/Sec: 1.98
+[2025-01-25 08:49:17] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:49:17] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1553
+[2025-01-25 08:49:17] (step=0073200) Train Loss: 0.2897, Train Steps/Sec: 1.99
+[2025-01-25 08:50:07] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0305, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:50:07] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0581, logits_fake: -0.0610
+[2025-01-25 08:50:07] (step=0073300) Train Loss: 0.2916, Train Steps/Sec: 1.99
+[2025-01-25 08:50:57] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0181, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:50:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0469, logits_fake: -0.0361
+[2025-01-25 08:50:58] (step=0073400) Train Loss: 0.3309, Train Steps/Sec: 1.99
+[2025-01-25 08:51:47] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:51:49] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0236, logits_fake: 0.0186
+[2025-01-25 08:51:49] (step=0073500) Train Loss: 0.1881, Train Steps/Sec: 1.96
+[2025-01-25 08:52:39] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:52:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.1807
+[2025-01-25 08:52:39] (step=0073600) Train Loss: 0.2812, Train Steps/Sec: 1.98
+[2025-01-25 08:53:29] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1494, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:53:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3008, logits_fake: -0.2988
+[2025-01-25 08:53:29] (step=0073700) Train Loss: 0.3357, Train Steps/Sec: 1.99
+[2025-01-25 08:54:19] (Generator) rec_loss: 0.0220, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:54:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2520
+[2025-01-25 08:54:20] (step=0073800) Train Loss: 0.3482, Train Steps/Sec: 1.99
+[2025-01-25 08:55:09] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:55:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.0928
+[2025-01-25 08:55:10] (step=0073900) Train Loss: 0.3479, Train Steps/Sec: 1.99
+[2025-01-25 08:56:00] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0659, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:56:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1387, logits_fake: 0.1318
+[2025-01-25 08:56:01] (step=0074000) Train Loss: 0.2029, Train Steps/Sec: 1.96
+[2025-01-25 08:56:51] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1865, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:56:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3750, logits_fake: -0.3730
+[2025-01-25 08:56:51] (step=0074100) Train Loss: 0.3024, Train Steps/Sec: 1.98
+[2025-01-25 08:57:41] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:57:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3457, logits_fake: -0.3438
+[2025-01-25 08:57:42] (step=0074200) Train Loss: 0.4073, Train Steps/Sec: 1.99
+[2025-01-25 08:58:32] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.2266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:58:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4531, logits_fake: -0.4531
+[2025-01-25 08:58:32] (step=0074300) Train Loss: 0.4368, Train Steps/Sec: 1.98
+[2025-01-25 08:59:22] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1709, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 08:59:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3418
+[2025-01-25 08:59:23] (step=0074400) Train Loss: 0.3974, Train Steps/Sec: 1.99
+[2025-01-25 09:00:13] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.2139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:00:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4238, logits_fake: -0.4277
+[2025-01-25 09:00:14] (step=0074500) Train Loss: 0.3993, Train Steps/Sec: 1.94
+[2025-01-25 09:01:05] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:01:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1289
+[2025-01-25 09:01:05] (step=0074600) Train Loss: 0.3407, Train Steps/Sec: 1.97
+[2025-01-25 09:01:55] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:01:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1738
+[2025-01-25 09:01:55] (step=0074700) Train Loss: 0.3354, Train Steps/Sec: 1.99
+[2025-01-25 09:02:46] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.2002, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:02:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3984, logits_fake: -0.4004
+[2025-01-25 09:02:46] (step=0074800) Train Loss: 0.3726, Train Steps/Sec: 1.97
+[2025-01-25 09:03:36] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:03:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1572
+[2025-01-25 09:03:36] (step=0074900) Train Loss: 0.3890, Train Steps/Sec: 1.99
+[2025-01-25 09:04:26] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1914, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:04:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3848, logits_fake: -0.3828
+[2025-01-25 09:04:27] (step=0075000) Train Loss: 0.3357, Train Steps/Sec: 1.95
+[2025-01-25 09:04:59] Beginning epoch 15...
+[2025-01-25 09:05:21] (Generator) rec_loss: 0.0347, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:05:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2139
+[2025-01-25 09:05:21] (step=0075100) Train Loss: 0.3721, Train Steps/Sec: 1.87
+[2025-01-25 09:06:11] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:06:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2500, logits_fake: -0.2520
+[2025-01-25 09:06:11] (step=0075200) Train Loss: 0.3562, Train Steps/Sec: 1.99
+[2025-01-25 09:07:02] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0659, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:07:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1318
+[2025-01-25 09:07:02] (step=0075300) Train Loss: 0.3295, Train Steps/Sec: 1.97
+[2025-01-25 09:07:52] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:07:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2539, logits_fake: -0.2578
+[2025-01-25 09:07:52] (step=0075400) Train Loss: 0.3311, Train Steps/Sec: 1.99
+[2025-01-25 09:08:43] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: 0.2158, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:08:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4316, logits_fake: -0.4316
+[2025-01-25 09:08:44] (step=0075500) Train Loss: 0.3504, Train Steps/Sec: 1.95
+[2025-01-25 09:09:34] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:09:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1216
+[2025-01-25 09:09:34] (step=0075600) Train Loss: 0.3460, Train Steps/Sec: 1.99
+[2025-01-25 09:10:24] (Generator) rec_loss: 0.0413, perceptual_loss: 0.1982, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:10:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3457
+[2025-01-25 09:10:25] (step=0075700) Train Loss: 0.3363, Train Steps/Sec: 1.97
+[2025-01-25 09:11:15] (Generator) rec_loss: 0.0386, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:11:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.3047
+[2025-01-25 09:11:15] (step=0075800) Train Loss: 0.3836, Train Steps/Sec: 1.98
+[2025-01-25 09:12:05] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:12:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2637
+[2025-01-25 09:12:06] (step=0075900) Train Loss: 0.4052, Train Steps/Sec: 1.98
+[2025-01-25 09:12:56] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.2227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:12:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4453, logits_fake: -0.4453
+[2025-01-25 09:12:57] (step=0076000) Train Loss: 0.4270, Train Steps/Sec: 1.95
+[2025-01-25 09:13:47] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1875, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:13:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3750, logits_fake: -0.3750
+[2025-01-25 09:13:47] (step=0076100) Train Loss: 0.3694, Train Steps/Sec: 1.99
+[2025-01-25 09:14:37] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: 0.2012, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:14:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3984, logits_fake: -0.4023
+[2025-01-25 09:14:38] (step=0076200) Train Loss: 0.3804, Train Steps/Sec: 1.99
+[2025-01-25 09:15:28] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:15:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2363, logits_fake: -0.2344
+[2025-01-25 09:15:28] (step=0076300) Train Loss: 0.3563, Train Steps/Sec: 1.98
+[2025-01-25 09:16:18] (Generator) rec_loss: 0.0211, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:16:18] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2480
+[2025-01-25 09:16:19] (step=0076400) Train Loss: 0.3914, Train Steps/Sec: 1.99
+[2025-01-25 09:17:09] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1914, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:17:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3887, logits_fake: -0.3828
+[2025-01-25 09:17:10] (step=0076500) Train Loss: 0.3829, Train Steps/Sec: 1.95
+[2025-01-25 09:18:00] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0625, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:18:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1250
+[2025-01-25 09:18:00] (step=0076600) Train Loss: 0.3198, Train Steps/Sec: 1.99
+[2025-01-25 09:18:50] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:18:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3066
+[2025-01-25 09:18:50] (step=0076700) Train Loss: 0.3400, Train Steps/Sec: 1.99
+[2025-01-25 09:19:40] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:19:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2480
+[2025-01-25 09:19:41] (step=0076800) Train Loss: 0.3878, Train Steps/Sec: 1.98
+[2025-01-25 09:20:31] (Generator) rec_loss: 0.0224, perceptual_loss: 0.1641, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:20:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.2051
+[2025-01-25 09:20:31] (step=0076900) Train Loss: 0.3579, Train Steps/Sec: 1.99
+[2025-01-25 09:21:21] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9782, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:21:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1689
+[2025-01-25 09:21:22] (step=0077000) Train Loss: 0.2917, Train Steps/Sec: 1.95
+[2025-01-25 09:22:12] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9788, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:22:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3105, logits_fake: -0.3066
+[2025-01-25 09:22:13] (step=0077100) Train Loss: 0.3861, Train Steps/Sec: 1.99
+[2025-01-25 09:23:03] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:23:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1191
+[2025-01-25 09:23:03] (step=0077200) Train Loss: 0.3531, Train Steps/Sec: 1.98
+[2025-01-25 09:23:53] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:23:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1982, logits_fake: -0.2051
+[2025-01-25 09:23:54] (step=0077300) Train Loss: 0.3111, Train Steps/Sec: 1.98
+[2025-01-25 09:24:44] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:24:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0138, logits_fake: -0.0103
+[2025-01-25 09:24:44] (step=0077400) Train Loss: 0.2724, Train Steps/Sec: 1.98
+[2025-01-25 09:25:34] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:25:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2490, logits_fake: -0.2500
+[2025-01-25 09:25:35] (step=0077500) Train Loss: 0.3568, Train Steps/Sec: 1.96
+[2025-01-25 09:26:25] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:26:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2852, logits_fake: -0.2812
+[2025-01-25 09:26:26] (step=0077600) Train Loss: 0.3613, Train Steps/Sec: 1.99
+[2025-01-25 09:27:16] (Generator) rec_loss: 0.0370, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:27:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2109
+[2025-01-25 09:27:16] (step=0077700) Train Loss: 0.3136, Train Steps/Sec: 1.99
+[2025-01-25 09:28:06] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:28:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3359
+[2025-01-25 09:28:06] (step=0077800) Train Loss: 0.3725, Train Steps/Sec: 1.98
+[2025-01-25 09:28:57] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9834, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:28:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1924
+[2025-01-25 09:28:57] (step=0077900) Train Loss: 0.4241, Train Steps/Sec: 1.98
+[2025-01-25 09:29:47] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1934, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:29:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3867, logits_fake: -0.3867
+[2025-01-25 09:29:48] (step=0078000) Train Loss: 0.3011, Train Steps/Sec: 1.95
+[2025-01-25 09:30:38] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1777, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:30:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3535, logits_fake: -0.3555
+[2025-01-25 09:30:38] (step=0078100) Train Loss: 0.4014, Train Steps/Sec: 1.99
+[2025-01-25 09:31:29] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:31:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2412, logits_fake: -0.2373
+[2025-01-25 09:31:29] (step=0078200) Train Loss: 0.3956, Train Steps/Sec: 1.98
+[2025-01-25 09:32:19] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1963, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:32:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3984, logits_fake: -0.3926
+[2025-01-25 09:32:19] (step=0078300) Train Loss: 0.4009, Train Steps/Sec: 1.99
+[2025-01-25 09:33:09] (Generator) rec_loss: 0.0487, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:33:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1172, logits_fake: 0.1206
+[2025-01-25 09:33:10] (step=0078400) Train Loss: 0.3332, Train Steps/Sec: 1.99
+[2025-01-25 09:34:00] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:34:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1021, logits_fake: 0.1113
+[2025-01-25 09:34:01] (step=0078500) Train Loss: 0.2919, Train Steps/Sec: 1.95
+[2025-01-25 09:34:51] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.2168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:34:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4297, logits_fake: -0.4336
+[2025-01-25 09:34:51] (step=0078600) Train Loss: 0.3855, Train Steps/Sec: 1.99
+[2025-01-25 09:35:41] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:35:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2871
+[2025-01-25 09:35:42] (step=0078700) Train Loss: 0.3813, Train Steps/Sec: 1.98
+[2025-01-25 09:36:32] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:36:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0703
+[2025-01-25 09:36:32] (step=0078800) Train Loss: 0.2743, Train Steps/Sec: 1.99
+[2025-01-25 09:37:22] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:37:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1221, logits_fake: -0.1211
+[2025-01-25 09:37:22] (step=0078900) Train Loss: 0.3551, Train Steps/Sec: 1.99
+[2025-01-25 09:38:12] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:38:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3164
+[2025-01-25 09:38:13] (step=0079000) Train Loss: 0.2799, Train Steps/Sec: 1.96
+[2025-01-25 09:39:03] (Generator) rec_loss: 0.0231, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:39:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2451, logits_fake: -0.2402
+[2025-01-25 09:39:04] (step=0079100) Train Loss: 0.3185, Train Steps/Sec: 1.98
+[2025-01-25 09:39:54] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:39:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2334, logits_fake: -0.2344
+[2025-01-25 09:39:54] (step=0079200) Train Loss: 0.3236, Train Steps/Sec: 1.99
+[2025-01-25 09:40:44] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0267, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:40:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0515, logits_fake: -0.0535
+[2025-01-25 09:40:44] (step=0079300) Train Loss: 0.2534, Train Steps/Sec: 1.99
+[2025-01-25 09:41:35] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9782, generator_adv_loss: 0.1709, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:41:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3418
+[2025-01-25 09:41:35] (step=0079400) Train Loss: 0.3756, Train Steps/Sec: 1.98
+[2025-01-25 09:42:25] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:42:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1729, logits_fake: -0.1660
+[2025-01-25 09:42:26] (step=0079500) Train Loss: 0.3555, Train Steps/Sec: 1.95
+[2025-01-25 09:43:16] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:43:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1299
+[2025-01-25 09:43:17] (step=0079600) Train Loss: 0.2593, Train Steps/Sec: 1.99
+[2025-01-25 09:44:07] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:44:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0991, logits_fake: -0.1045
+[2025-01-25 09:44:07] (step=0079700) Train Loss: 0.3532, Train Steps/Sec: 1.99
+[2025-01-25 09:44:57] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0286, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:44:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0613, logits_fake: -0.0571
+[2025-01-25 09:44:57] (step=0079800) Train Loss: 0.3133, Train Steps/Sec: 1.99
+[2025-01-25 09:45:47] (Generator) rec_loss: 0.0365, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:45:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0996, logits_fake: -0.0957
+[2025-01-25 09:45:48] (step=0079900) Train Loss: 0.3246, Train Steps/Sec: 1.99
+[2025-01-25 09:46:38] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:46:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1738
+[2025-01-25 09:46:39] (step=0080000) Train Loss: 0.2757, Train Steps/Sec: 1.95
+[2025-01-25 09:47:12] Beginning epoch 16...
+[2025-01-25 09:47:32] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:47:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2178, logits_fake: -0.2197
+[2025-01-25 09:47:33] (step=0080100) Train Loss: 0.2470, Train Steps/Sec: 1.85
+[2025-01-25 09:48:23] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1709, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:48:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3438, logits_fake: -0.3418
+[2025-01-25 09:48:24] (step=0080200) Train Loss: 0.3612, Train Steps/Sec: 1.97
+[2025-01-25 09:49:14] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:49:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0496, logits_fake: -0.0442
+[2025-01-25 09:49:14] (step=0080300) Train Loss: 0.3656, Train Steps/Sec: 1.99
+[2025-01-25 09:50:04] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:50:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2891, logits_fake: -0.2832
+[2025-01-25 09:50:05] (step=0080400) Train Loss: 0.2917, Train Steps/Sec: 1.98
+[2025-01-25 09:50:55] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0228, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:50:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0503, logits_fake: -0.0457
+[2025-01-25 09:50:56] (step=0080500) Train Loss: 0.2458, Train Steps/Sec: 1.96
+[2025-01-25 09:51:46] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0312, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:51:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0625
+[2025-01-25 09:51:46] (step=0080600) Train Loss: 0.2788, Train Steps/Sec: 1.98
+[2025-01-25 09:52:36] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:52:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.2031
+[2025-01-25 09:52:36] (step=0080700) Train Loss: 0.3284, Train Steps/Sec: 1.99
+[2025-01-25 09:53:26] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0049, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:53:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0104, logits_fake: -0.0098
+[2025-01-25 09:53:27] (step=0080800) Train Loss: 0.2696, Train Steps/Sec: 1.99
+[2025-01-25 09:54:17] (Generator) rec_loss: 0.0214, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:54:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3457, logits_fake: -0.3438
+[2025-01-25 09:54:17] (step=0080900) Train Loss: 0.3504, Train Steps/Sec: 1.99
+[2025-01-25 09:55:07] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:55:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2520
+[2025-01-25 09:55:08] (step=0081000) Train Loss: 0.2778, Train Steps/Sec: 1.95
+[2025-01-25 09:55:59] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:55:59] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3652, logits_fake: -0.3574
+[2025-01-25 09:55:59] (step=0081100) Train Loss: 0.3997, Train Steps/Sec: 1.97
+[2025-01-25 09:56:49] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:56:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2188, logits_fake: -0.2217
+[2025-01-25 09:56:50] (step=0081200) Train Loss: 0.3730, Train Steps/Sec: 1.97
+[2025-01-25 09:57:40] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:57:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2324
+[2025-01-25 09:57:40] (step=0081300) Train Loss: 0.3795, Train Steps/Sec: 1.98
+[2025-01-25 09:58:30] (Generator) rec_loss: 0.0412, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:58:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1338
+[2025-01-25 09:58:31] (step=0081400) Train Loss: 0.3493, Train Steps/Sec: 1.99
+[2025-01-25 09:59:21] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9842, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1826, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 09:59:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3730, logits_fake: -0.3652
+[2025-01-25 09:59:22] (step=0081500) Train Loss: 0.3364, Train Steps/Sec: 1.96
+[2025-01-25 10:00:12] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1621, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:00:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1289
+[2025-01-25 10:00:12] (step=0081600) Train Loss: 0.3081, Train Steps/Sec: 1.99
+[2025-01-25 10:01:02] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:01:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2373, logits_fake: -0.2451
+[2025-01-25 10:01:02] (step=0081700) Train Loss: 0.3629, Train Steps/Sec: 1.99
+[2025-01-25 10:01:52] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:01:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0967, logits_fake: -0.0938
+[2025-01-25 10:01:53] (step=0081800) Train Loss: 0.3026, Train Steps/Sec: 1.99
+[2025-01-25 10:02:42] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:02:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3027
+[2025-01-25 10:02:43] (step=0081900) Train Loss: 0.2964, Train Steps/Sec: 1.99
+[2025-01-25 10:03:33] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:03:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2490, logits_fake: -0.2441
+[2025-01-25 10:03:34] (step=0082000) Train Loss: 0.3429, Train Steps/Sec: 1.95
+[2025-01-25 10:04:25] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0476, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:04:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0952
+[2025-01-25 10:04:25] (step=0082100) Train Loss: 0.3676, Train Steps/Sec: 1.97
+[2025-01-25 10:05:15] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:05:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1777
+[2025-01-25 10:05:15] (step=0082200) Train Loss: 0.3551, Train Steps/Sec: 1.99
+[2025-01-25 10:06:05] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:06:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2754
+[2025-01-25 10:06:06] (step=0082300) Train Loss: 0.3528, Train Steps/Sec: 1.99
+[2025-01-25 10:06:56] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0295, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:06:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0630, logits_fake: -0.0591
+[2025-01-25 10:06:56] (step=0082400) Train Loss: 0.2414, Train Steps/Sec: 1.98
+[2025-01-25 10:07:46] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9804, generator_adv_loss: -0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:07:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3613, logits_fake: 0.3574
+[2025-01-25 10:07:47] (step=0082500) Train Loss: 0.2309, Train Steps/Sec: 1.96
+[2025-01-25 10:08:37] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:08:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1396
+[2025-01-25 10:08:38] (step=0082600) Train Loss: 0.2221, Train Steps/Sec: 1.97
+[2025-01-25 10:09:28] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9843, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:09:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1631, logits_fake: -0.1621
+[2025-01-25 10:09:28] (step=0082700) Train Loss: 0.3194, Train Steps/Sec: 1.99
+[2025-01-25 10:10:18] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:10:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2773
+[2025-01-25 10:10:19] (step=0082800) Train Loss: 0.3052, Train Steps/Sec: 1.97
+[2025-01-25 10:11:09] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:11:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2363, logits_fake: -0.2266
+[2025-01-25 10:11:09] (step=0082900) Train Loss: 0.3124, Train Steps/Sec: 1.99
+[2025-01-25 10:11:59] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:12:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3750, logits_fake: -0.3770
+[2025-01-25 10:12:00] (step=0083000) Train Loss: 0.4106, Train Steps/Sec: 1.96
+[2025-01-25 10:12:50] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9798, generator_adv_loss: 0.2373, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:12:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4746, logits_fake: -0.4746
+[2025-01-25 10:12:51] (step=0083100) Train Loss: 0.3525, Train Steps/Sec: 1.98
+[2025-01-25 10:13:41] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0659, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:13:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1318
+[2025-01-25 10:13:41] (step=0083200) Train Loss: 0.3802, Train Steps/Sec: 1.98
+[2025-01-25 10:14:31] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9790, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:14:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1475
+[2025-01-25 10:14:31] (step=0083300) Train Loss: 0.3055, Train Steps/Sec: 1.99
+[2025-01-25 10:15:22] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1768, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.2021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:15:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4043, logits_fake: -0.4043
+[2025-01-25 10:15:22] (step=0083400) Train Loss: 0.3083, Train Steps/Sec: 1.97
+[2025-01-25 10:16:12] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:16:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3203
+[2025-01-25 10:16:13] (step=0083500) Train Loss: 0.3856, Train Steps/Sec: 1.96
+[2025-01-25 10:17:04] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:17:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1406
+[2025-01-25 10:17:04] (step=0083600) Train Loss: 0.3462, Train Steps/Sec: 1.97
+[2025-01-25 10:17:54] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:17:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2354, logits_fake: -0.2344
+[2025-01-25 10:17:54] (step=0083700) Train Loss: 0.3129, Train Steps/Sec: 1.99
+[2025-01-25 10:18:44] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:18:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3047
+[2025-01-25 10:18:45] (step=0083800) Train Loss: 0.3879, Train Steps/Sec: 1.99
+[2025-01-25 10:19:35] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:19:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3301, logits_fake: -0.3340
+[2025-01-25 10:19:35] (step=0083900) Train Loss: 0.3909, Train Steps/Sec: 1.99
+[2025-01-25 10:20:25] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0026, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:20:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: 0.0051
+[2025-01-25 10:20:26] (step=0084000) Train Loss: 0.3295, Train Steps/Sec: 1.96
+[2025-01-25 10:21:16] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:21:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2559
+[2025-01-25 10:21:17] (step=0084100) Train Loss: 0.3918, Train Steps/Sec: 1.98
+[2025-01-25 10:22:07] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0552, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:22:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.1104
+[2025-01-25 10:22:07] (step=0084200) Train Loss: 0.3166, Train Steps/Sec: 1.97
+[2025-01-25 10:22:58] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:22:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0486, logits_fake: 0.0444
+[2025-01-25 10:22:58] (step=0084300) Train Loss: 0.2372, Train Steps/Sec: 1.97
+[2025-01-25 10:23:48] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:23:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.2041
+[2025-01-25 10:23:48] (step=0084400) Train Loss: 0.3704, Train Steps/Sec: 1.99
+[2025-01-25 10:24:38] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:24:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.1689
+[2025-01-25 10:24:40] (step=0084500) Train Loss: 0.3425, Train Steps/Sec: 1.95
+[2025-01-25 10:25:30] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:25:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2217
+[2025-01-25 10:25:30] (step=0084600) Train Loss: 0.3112, Train Steps/Sec: 1.98
+[2025-01-25 10:26:20] (Generator) rec_loss: 0.0400, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:26:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1582
+[2025-01-25 10:26:20] (step=0084700) Train Loss: 0.3605, Train Steps/Sec: 1.98
+[2025-01-25 10:27:10] (Generator) rec_loss: 0.0231, perceptual_loss: 0.1562, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9827, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:27:11] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2432, logits_fake: -0.2520
+[2025-01-25 10:27:11] (step=0084800) Train Loss: 0.2893, Train Steps/Sec: 1.99
+[2025-01-25 10:28:01] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1445, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:28:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2930, logits_fake: -0.2891
+[2025-01-25 10:28:01] (step=0084900) Train Loss: 0.3563, Train Steps/Sec: 1.97
+[2025-01-25 10:28:52] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9831, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:28:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0728
+[2025-01-25 10:28:53] (step=0085000) Train Loss: 0.3912, Train Steps/Sec: 1.94
+[2025-01-25 10:29:28] Beginning epoch 17...
+[2025-01-25 10:29:47] (Generator) rec_loss: 0.0413, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9830, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:29:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2559
+[2025-01-25 10:29:47] (step=0085100) Train Loss: 0.3381, Train Steps/Sec: 1.85
+[2025-01-25 10:30:37] (Generator) rec_loss: 0.0337, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:30:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2344, logits_fake: -0.2295
+[2025-01-25 10:30:37] (step=0085200) Train Loss: 0.3546, Train Steps/Sec: 1.99
+[2025-01-25 10:31:27] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1631, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:31:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2148, logits_fake: -0.2188
+[2025-01-25 10:31:27] (step=0085300) Train Loss: 0.3529, Train Steps/Sec: 1.99
+[2025-01-25 10:32:18] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1631, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:32:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1836, logits_fake: -0.1836
+[2025-01-25 10:32:18] (step=0085400) Train Loss: 0.3603, Train Steps/Sec: 1.98
+[2025-01-25 10:33:08] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:33:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2891, logits_fake: -0.2871
+[2025-01-25 10:33:09] (step=0085500) Train Loss: 0.3659, Train Steps/Sec: 1.96
+[2025-01-25 10:33:59] (Generator) rec_loss: 0.0241, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9834, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:34:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2012, logits_fake: -0.2012
+[2025-01-25 10:34:00] (step=0085600) Train Loss: 0.3884, Train Steps/Sec: 1.98
+[2025-01-25 10:34:50] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0173, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:34:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0361, logits_fake: -0.0347
+[2025-01-25 10:34:50] (step=0085700) Train Loss: 0.2928, Train Steps/Sec: 1.99
+[2025-01-25 10:35:40] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:35:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1777
+[2025-01-25 10:35:41] (step=0085800) Train Loss: 0.2951, Train Steps/Sec: 1.98
+[2025-01-25 10:36:31] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1689, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:36:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2354, logits_fake: -0.2354
+[2025-01-25 10:36:31] (step=0085900) Train Loss: 0.3227, Train Steps/Sec: 1.99
+[2025-01-25 10:37:21] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1235, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:37:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2490, logits_fake: -0.2471
+[2025-01-25 10:37:22] (step=0086000) Train Loss: 0.3644, Train Steps/Sec: 1.96
+[2025-01-25 10:38:12] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:38:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2422
+[2025-01-25 10:38:12] (step=0086100) Train Loss: 0.3507, Train Steps/Sec: 1.99
+[2025-01-25 10:39:03] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1113, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:39:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2236, logits_fake: -0.2227
+[2025-01-25 10:39:03] (step=0086200) Train Loss: 0.3289, Train Steps/Sec: 1.98
+[2025-01-25 10:39:53] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9829, generator_adv_loss: 0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:39:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2207, logits_fake: -0.2246
+[2025-01-25 10:39:53] (step=0086300) Train Loss: 0.3103, Train Steps/Sec: 1.99
+[2025-01-25 10:40:43] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:40:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1680
+[2025-01-25 10:40:44] (step=0086400) Train Loss: 0.3549, Train Steps/Sec: 1.99
+[2025-01-25 10:41:34] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0942, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:41:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1885
+[2025-01-25 10:41:35] (step=0086500) Train Loss: 0.3055, Train Steps/Sec: 1.95
+[2025-01-25 10:42:25] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:42:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2578
+[2025-01-25 10:42:26] (step=0086600) Train Loss: 0.3686, Train Steps/Sec: 1.98
+[2025-01-25 10:43:16] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:43:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1924
+[2025-01-25 10:43:16] (step=0086700) Train Loss: 0.3614, Train Steps/Sec: 1.99
+[2025-01-25 10:44:06] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:44:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3477, logits_fake: -0.3457
+[2025-01-25 10:44:06] (step=0086800) Train Loss: 0.3790, Train Steps/Sec: 1.99
+[2025-01-25 10:44:57] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9786, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:44:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2598
+[2025-01-25 10:44:57] (step=0086900) Train Loss: 0.3763, Train Steps/Sec: 1.98
+[2025-01-25 10:45:47] (Generator) rec_loss: 0.0233, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1699, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:45:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3398, logits_fake: -0.3398
+[2025-01-25 10:45:48] (step=0087000) Train Loss: 0.3584, Train Steps/Sec: 1.96
+[2025-01-25 10:46:38] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:46:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3340
+[2025-01-25 10:46:39] (step=0087100) Train Loss: 0.4238, Train Steps/Sec: 1.97
+[2025-01-25 10:47:29] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:47:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2793
+[2025-01-25 10:47:29] (step=0087200) Train Loss: 0.4048, Train Steps/Sec: 1.98
+[2025-01-25 10:48:19] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0549, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:48:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1104, logits_fake: -0.1099
+[2025-01-25 10:48:20] (step=0087300) Train Loss: 0.3300, Train Steps/Sec: 1.97
+[2025-01-25 10:49:10] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1836, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1914, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:49:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3828, logits_fake: -0.3828
+[2025-01-25 10:49:10] (step=0087400) Train Loss: 0.3409, Train Steps/Sec: 1.99
+[2025-01-25 10:50:00] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:50:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2754
+[2025-01-25 10:50:01] (step=0087500) Train Loss: 0.3615, Train Steps/Sec: 1.95
+[2025-01-25 10:50:51] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9824, generator_adv_loss: 0.2031, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:50:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4043, logits_fake: -0.4062
+[2025-01-25 10:50:52] (step=0087600) Train Loss: 0.4205, Train Steps/Sec: 1.99
+[2025-01-25 10:51:42] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: 0.2119, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:51:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4297, logits_fake: -0.4238
+[2025-01-25 10:51:42] (step=0087700) Train Loss: 0.4222, Train Steps/Sec: 1.98
+[2025-01-25 10:52:32] (Generator) rec_loss: 0.0201, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:52:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3086, logits_fake: -0.3105
+[2025-01-25 10:52:33] (step=0087800) Train Loss: 0.3885, Train Steps/Sec: 1.97
+[2025-01-25 10:53:23] (Generator) rec_loss: 0.0391, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:53:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2207, logits_fake: -0.2158
+[2025-01-25 10:53:23] (step=0087900) Train Loss: 0.3587, Train Steps/Sec: 1.99
+[2025-01-25 10:54:13] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:54:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3105, logits_fake: -0.3125
+[2025-01-25 10:54:15] (step=0088000) Train Loss: 0.3387, Train Steps/Sec: 1.94
+[2025-01-25 10:55:04] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1699, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:55:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3398, logits_fake: -0.3398
+[2025-01-25 10:55:05] (step=0088100) Train Loss: 0.3703, Train Steps/Sec: 1.99
+[2025-01-25 10:55:55] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:55:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1416
+[2025-01-25 10:55:55] (step=0088200) Train Loss: 0.3751, Train Steps/Sec: 1.99
+[2025-01-25 10:56:45] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:56:45] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1201, logits_fake: -0.1230
+[2025-01-25 10:56:45] (step=0088300) Train Loss: 0.3090, Train Steps/Sec: 1.99
+[2025-01-25 10:57:36] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:57:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0483, logits_fake: -0.0513
+[2025-01-25 10:57:36] (step=0088400) Train Loss: 0.3045, Train Steps/Sec: 1.98
+[2025-01-25 10:58:26] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1445, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:58:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2891, logits_fake: -0.2891
+[2025-01-25 10:58:27] (step=0088500) Train Loss: 0.3731, Train Steps/Sec: 1.96
+[2025-01-25 10:59:17] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2528, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 10:59:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2393, logits_fake: -0.2373
+[2025-01-25 10:59:17] (step=0088600) Train Loss: 0.3735, Train Steps/Sec: 1.99
+[2025-01-25 11:00:08] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:00:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1089
+[2025-01-25 11:00:08] (step=0088700) Train Loss: 0.3117, Train Steps/Sec: 1.98
+[2025-01-25 11:00:58] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:00:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2832
+[2025-01-25 11:00:59] (step=0088800) Train Loss: 0.3979, Train Steps/Sec: 1.97
+[2025-01-25 11:01:48] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:01:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2090
+[2025-01-25 11:01:49] (step=0088900) Train Loss: 0.3580, Train Steps/Sec: 1.99
+[2025-01-25 11:02:39] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.2139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:02:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4277, logits_fake: -0.4277
+[2025-01-25 11:02:40] (step=0089000) Train Loss: 0.3958, Train Steps/Sec: 1.95
+[2025-01-25 11:03:30] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:03:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1475
+[2025-01-25 11:03:31] (step=0089100) Train Loss: 0.4121, Train Steps/Sec: 1.98
+[2025-01-25 11:04:21] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1865, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:04:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3711, logits_fake: -0.3730
+[2025-01-25 11:04:21] (step=0089200) Train Loss: 0.3836, Train Steps/Sec: 1.97
+[2025-01-25 11:05:12] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:05:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2520
+[2025-01-25 11:05:12] (step=0089300) Train Loss: 0.4129, Train Steps/Sec: 1.97
+[2025-01-25 11:06:02] (Generator) rec_loss: 0.0403, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1904, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:06:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3828, logits_fake: -0.3809
+[2025-01-25 11:06:02] (step=0089400) Train Loss: 0.3544, Train Steps/Sec: 1.99
+[2025-01-25 11:06:52] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1748, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:06:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3496, logits_fake: -0.3496
+[2025-01-25 11:06:53] (step=0089500) Train Loss: 0.3767, Train Steps/Sec: 1.95
+[2025-01-25 11:07:43] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1621, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:07:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3242
+[2025-01-25 11:07:44] (step=0089600) Train Loss: 0.4210, Train Steps/Sec: 1.99
+[2025-01-25 11:08:34] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9843, generator_adv_loss: 0.1973, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:08:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4004, logits_fake: -0.3945
+[2025-01-25 11:08:34] (step=0089700) Train Loss: 0.4059, Train Steps/Sec: 1.98
+[2025-01-25 11:09:24] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:09:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2119, logits_fake: -0.2168
+[2025-01-25 11:09:25] (step=0089800) Train Loss: 0.2776, Train Steps/Sec: 1.98
+[2025-01-25 11:10:15] (Generator) rec_loss: 0.0216, perceptual_loss: 0.1592, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:10:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2910
+[2025-01-25 11:10:15] (step=0089900) Train Loss: 0.3301, Train Steps/Sec: 1.98
+[2025-01-25 11:11:05] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1973, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:11:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3945, logits_fake: -0.3945
+[2025-01-25 11:11:07] (step=0090000) Train Loss: 0.3490, Train Steps/Sec: 1.95
+[2025-01-25 11:11:44] Beginning epoch 18...
+[2025-01-25 11:12:01] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9793, generator_adv_loss: 0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:12:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2373, logits_fake: -0.2363
+[2025-01-25 11:12:01] (step=0090100) Train Loss: 0.3674, Train Steps/Sec: 1.84
+[2025-01-25 11:12:51] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:12:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1367
+[2025-01-25 11:12:51] (step=0090200) Train Loss: 0.2869, Train Steps/Sec: 1.98
+[2025-01-25 11:13:41] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:13:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0825, logits_fake: 0.0825
+[2025-01-25 11:13:42] (step=0090300) Train Loss: 0.3514, Train Steps/Sec: 1.99
+[2025-01-25 11:14:32] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:14:32] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3652, logits_fake: -0.3574
+[2025-01-25 11:14:32] (step=0090400) Train Loss: 0.2814, Train Steps/Sec: 1.99
+[2025-01-25 11:15:22] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:15:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0115, logits_fake: -0.0134
+[2025-01-25 11:15:23] (step=0090500) Train Loss: 0.3519, Train Steps/Sec: 1.95
+[2025-01-25 11:16:13] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1650, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0938, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:16:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1895, logits_fake: -0.1875
+[2025-01-25 11:16:14] (step=0090600) Train Loss: 0.2903, Train Steps/Sec: 1.99
+[2025-01-25 11:17:04] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1934, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:17:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3926, logits_fake: -0.3867
+[2025-01-25 11:17:04] (step=0090700) Train Loss: 0.3516, Train Steps/Sec: 1.99
+[2025-01-25 11:17:54] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:17:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2285, logits_fake: -0.2314
+[2025-01-25 11:17:54] (step=0090800) Train Loss: 0.3411, Train Steps/Sec: 1.99
+[2025-01-25 11:18:45] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0947, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:18:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1924, logits_fake: -0.1895
+[2025-01-25 11:18:45] (step=0090900) Train Loss: 0.3579, Train Steps/Sec: 1.98
+[2025-01-25 11:19:35] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:19:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2676
+[2025-01-25 11:19:36] (step=0091000) Train Loss: 0.3862, Train Steps/Sec: 1.95
+[2025-01-25 11:20:26] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:20:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2021, logits_fake: -0.2041
+[2025-01-25 11:20:27] (step=0091100) Train Loss: 0.3672, Train Steps/Sec: 1.98
+[2025-01-25 11:21:17] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:21:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0199, logits_fake: -0.0168
+[2025-01-25 11:21:17] (step=0091200) Train Loss: 0.3593, Train Steps/Sec: 1.99
+[2025-01-25 11:22:07] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9789, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:22:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3359
+[2025-01-25 11:22:08] (step=0091300) Train Loss: 0.3302, Train Steps/Sec: 1.98
+[2025-01-25 11:22:58] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9789, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:22:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3223, logits_fake: -0.3203
+[2025-01-25 11:22:58] (step=0091400) Train Loss: 0.4347, Train Steps/Sec: 1.99
+[2025-01-25 11:23:48] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9835, generator_adv_loss: 0.1816, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:23:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3633, logits_fake: -0.3633
+[2025-01-25 11:23:49] (step=0091500) Train Loss: 0.4083, Train Steps/Sec: 1.95
+[2025-01-25 11:24:39] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:24:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2637
+[2025-01-25 11:24:40] (step=0091600) Train Loss: 0.4018, Train Steps/Sec: 1.99
+[2025-01-25 11:25:30] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0815, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:25:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1631
+[2025-01-25 11:25:30] (step=0091700) Train Loss: 0.3576, Train Steps/Sec: 1.98
+[2025-01-25 11:26:20] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1777, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:26:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3574, logits_fake: -0.3555
+[2025-01-25 11:26:20] (step=0091800) Train Loss: 0.3828, Train Steps/Sec: 1.99
+[2025-01-25 11:27:10] (Generator) rec_loss: 0.0234, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1641, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:27:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3281, logits_fake: -0.3281
+[2025-01-25 11:27:11] (step=0091900) Train Loss: 0.3850, Train Steps/Sec: 1.99
+[2025-01-25 11:28:01] (Generator) rec_loss: 0.0200, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: 0.2324, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:28:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4668, logits_fake: -0.4648
+[2025-01-25 11:28:02] (step=0092000) Train Loss: 0.4103, Train Steps/Sec: 1.96
+[2025-01-25 11:28:52] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.2012, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:28:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3965, logits_fake: -0.4023
+[2025-01-25 11:28:52] (step=0092100) Train Loss: 0.4301, Train Steps/Sec: 1.98
+[2025-01-25 11:29:42] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.2080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:29:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4199, logits_fake: -0.4160
+[2025-01-25 11:29:43] (step=0092200) Train Loss: 0.4299, Train Steps/Sec: 1.98
+[2025-01-25 11:30:33] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1934, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:30:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3887, logits_fake: -0.3867
+[2025-01-25 11:30:33] (step=0092300) Train Loss: 0.4317, Train Steps/Sec: 1.98
+[2025-01-25 11:31:23] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:31:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1455
+[2025-01-25 11:31:24] (step=0092400) Train Loss: 0.3620, Train Steps/Sec: 1.99
+[2025-01-25 11:32:14] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:32:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1533
+[2025-01-25 11:32:15] (step=0092500) Train Loss: 0.3254, Train Steps/Sec: 1.95
+[2025-01-25 11:33:05] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9790, generator_adv_loss: 0.0967, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:33:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1924, logits_fake: -0.1934
+[2025-01-25 11:33:05] (step=0092600) Train Loss: 0.3556, Train Steps/Sec: 1.99
+[2025-01-25 11:33:55] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9792, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:33:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2852, logits_fake: -0.2812
+[2025-01-25 11:33:55] (step=0092700) Train Loss: 0.3512, Train Steps/Sec: 1.99
+[2025-01-25 11:34:45] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: 0.2314, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:34:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4629, logits_fake: -0.4629
+[2025-01-25 11:34:46] (step=0092800) Train Loss: 0.4236, Train Steps/Sec: 1.99
+[2025-01-25 11:35:36] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:35:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1191
+[2025-01-25 11:35:36] (step=0092900) Train Loss: 0.4014, Train Steps/Sec: 1.98
+[2025-01-25 11:36:26] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9834, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:36:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3340
+[2025-01-25 11:36:27] (step=0093000) Train Loss: 0.3565, Train Steps/Sec: 1.96
+[2025-01-25 11:37:17] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:37:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3359, logits_fake: -0.3359
+[2025-01-25 11:37:18] (step=0093100) Train Loss: 0.4207, Train Steps/Sec: 1.98
+[2025-01-25 11:38:08] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1904, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0233, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:38:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0503, logits_fake: -0.0466
+[2025-01-25 11:38:08] (step=0093200) Train Loss: 0.3613, Train Steps/Sec: 1.98
+[2025-01-25 11:38:58] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9820, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:38:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2832, logits_fake: -0.2871
+[2025-01-25 11:38:58] (step=0093300) Train Loss: 0.3363, Train Steps/Sec: 1.99
+[2025-01-25 11:39:48] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:39:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3164
+[2025-01-25 11:39:49] (step=0093400) Train Loss: 0.3993, Train Steps/Sec: 1.99
+[2025-01-25 11:40:39] (Generator) rec_loss: 0.0347, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:40:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.1699
+[2025-01-25 11:40:40] (step=0093500) Train Loss: 0.3482, Train Steps/Sec: 1.96
+[2025-01-25 11:41:30] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:41:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1650
+[2025-01-25 11:41:30] (step=0093600) Train Loss: 0.3244, Train Steps/Sec: 1.97
+[2025-01-25 11:42:20] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:42:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2637
+[2025-01-25 11:42:21] (step=0093700) Train Loss: 0.3223, Train Steps/Sec: 1.98
+[2025-01-25 11:43:11] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:43:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1592
+[2025-01-25 11:43:11] (step=0093800) Train Loss: 0.3333, Train Steps/Sec: 1.99
+[2025-01-25 11:44:01] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:44:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1807
+[2025-01-25 11:44:02] (step=0093900) Train Loss: 0.3332, Train Steps/Sec: 1.98
+[2025-01-25 11:44:52] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1621, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:44:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2695
+[2025-01-25 11:44:53] (step=0094000) Train Loss: 0.3493, Train Steps/Sec: 1.96
+[2025-01-25 11:45:43] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:45:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2734, logits_fake: -0.2695
+[2025-01-25 11:45:43] (step=0094100) Train Loss: 0.3696, Train Steps/Sec: 1.99
+[2025-01-25 11:46:33] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9826, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:46:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2559
+[2025-01-25 11:46:33] (step=0094200) Train Loss: 0.3289, Train Steps/Sec: 1.99
+[2025-01-25 11:47:24] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:47:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1738
+[2025-01-25 11:47:24] (step=0094300) Train Loss: 0.3517, Train Steps/Sec: 1.97
+[2025-01-25 11:48:14] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:48:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2236
+[2025-01-25 11:48:14] (step=0094400) Train Loss: 0.3201, Train Steps/Sec: 1.99
+[2025-01-25 11:49:05] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:49:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3086, logits_fake: -0.3105
+[2025-01-25 11:49:06] (step=0094500) Train Loss: 0.3736, Train Steps/Sec: 1.95
+[2025-01-25 11:49:56] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:49:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1641
+[2025-01-25 11:49:56] (step=0094600) Train Loss: 0.3549, Train Steps/Sec: 1.99
+[2025-01-25 11:50:46] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:50:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2441, logits_fake: -0.2441
+[2025-01-25 11:50:47] (step=0094700) Train Loss: 0.3953, Train Steps/Sec: 1.98
+[2025-01-25 11:51:37] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0160, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:51:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0337, logits_fake: -0.0320
+[2025-01-25 11:51:37] (step=0094800) Train Loss: 0.3279, Train Steps/Sec: 1.99
+[2025-01-25 11:52:27] (Generator) rec_loss: 0.0228, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:52:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1523
+[2025-01-25 11:52:27] (step=0094900) Train Loss: 0.3145, Train Steps/Sec: 1.99
+[2025-01-25 11:53:17] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:53:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2637
+[2025-01-25 11:53:18] (step=0095000) Train Loss: 0.3090, Train Steps/Sec: 1.96
+[2025-01-25 11:53:57] Beginning epoch 19...
+[2025-01-25 11:54:12] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0586, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:54:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1123, logits_fake: -0.1172
+[2025-01-25 11:54:12] (step=0095100) Train Loss: 0.3745, Train Steps/Sec: 1.86
+[2025-01-25 11:55:02] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:55:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2637
+[2025-01-25 11:55:02] (step=0095200) Train Loss: 0.3068, Train Steps/Sec: 1.99
+[2025-01-25 11:55:52] (Generator) rec_loss: 0.0226, perceptual_loss: 0.1729, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1855, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:55:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3691, logits_fake: -0.3711
+[2025-01-25 11:55:52] (step=0095300) Train Loss: 0.3909, Train Steps/Sec: 1.99
+[2025-01-25 11:56:43] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:56:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3125, logits_fake: -0.3105
+[2025-01-25 11:56:43] (step=0095400) Train Loss: 0.4030, Train Steps/Sec: 1.97
+[2025-01-25 11:57:33] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:57:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3105
+[2025-01-25 11:57:35] (step=0095500) Train Loss: 0.3863, Train Steps/Sec: 1.95
+[2025-01-25 11:58:25] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:58:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2539, logits_fake: -0.2520
+[2025-01-25 11:58:25] (step=0095600) Train Loss: 0.3970, Train Steps/Sec: 1.99
+[2025-01-25 11:59:15] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9827, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 11:59:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2598
+[2025-01-25 11:59:15] (step=0095700) Train Loss: 0.3959, Train Steps/Sec: 1.99
+[2025-01-25 12:00:05] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9778, generator_adv_loss: 0.1631, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:00:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3301, logits_fake: -0.3262
+[2025-01-25 12:00:06] (step=0095800) Train Loss: 0.3371, Train Steps/Sec: 1.98
+[2025-01-25 12:00:56] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:00:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2119
+[2025-01-25 12:00:56] (step=0095900) Train Loss: 0.3558, Train Steps/Sec: 1.99
+[2025-01-25 12:01:47] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9782, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9795, generator_adv_loss: 0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:01:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3516, logits_fake: -0.3477
+[2025-01-25 12:01:48] (step=0096000) Train Loss: 0.2914, Train Steps/Sec: 1.93
+[2025-01-25 12:02:38] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:02:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2227, logits_fake: -0.2188
+[2025-01-25 12:02:38] (step=0096100) Train Loss: 0.3368, Train Steps/Sec: 1.98
+[2025-01-25 12:03:28] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:03:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1621
+[2025-01-25 12:03:29] (step=0096200) Train Loss: 0.3460, Train Steps/Sec: 1.99
+[2025-01-25 12:04:19] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:04:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3320, logits_fake: -0.3320
+[2025-01-25 12:04:19] (step=0096300) Train Loss: 0.3586, Train Steps/Sec: 1.99
+[2025-01-25 12:05:09] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9801, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:05:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3047
+[2025-01-25 12:05:09] (step=0096400) Train Loss: 0.3604, Train Steps/Sec: 1.99
+[2025-01-25 12:06:00] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:06:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3516, logits_fake: -0.3457
+[2025-01-25 12:06:01] (step=0096500) Train Loss: 0.4150, Train Steps/Sec: 1.94
+[2025-01-25 12:06:51] (Generator) rec_loss: 0.0247, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.1216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:06:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2402, logits_fake: -0.2432
+[2025-01-25 12:06:51] (step=0096600) Train Loss: 0.3192, Train Steps/Sec: 1.99
+[2025-01-25 12:07:41] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:07:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2256
+[2025-01-25 12:07:42] (step=0096700) Train Loss: 0.3926, Train Steps/Sec: 1.98
+[2025-01-25 12:08:32] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9833, generator_adv_loss: 0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:08:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2363
+[2025-01-25 12:08:32] (step=0096800) Train Loss: 0.3725, Train Steps/Sec: 1.99
+[2025-01-25 12:09:22] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.2285, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:09:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4629, logits_fake: -0.4570
+[2025-01-25 12:09:23] (step=0096900) Train Loss: 0.3540, Train Steps/Sec: 1.97
+[2025-01-25 12:10:13] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0947, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:10:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.1895
+[2025-01-25 12:10:14] (step=0097000) Train Loss: 0.4234, Train Steps/Sec: 1.95
+[2025-01-25 12:11:04] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1836, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:11:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3691, logits_fake: -0.3672
+[2025-01-25 12:11:04] (step=0097100) Train Loss: 0.4004, Train Steps/Sec: 1.99
+[2025-01-25 12:11:54] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:11:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2295
+[2025-01-25 12:11:54] (step=0097200) Train Loss: 0.3905, Train Steps/Sec: 1.99
+[2025-01-25 12:12:44] (Generator) rec_loss: 0.0337, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:12:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3105
+[2025-01-25 12:12:45] (step=0097300) Train Loss: 0.3855, Train Steps/Sec: 1.99
+[2025-01-25 12:13:35] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1631, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:13:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3301, logits_fake: -0.3262
+[2025-01-25 12:13:35] (step=0097400) Train Loss: 0.4173, Train Steps/Sec: 1.99
+[2025-01-25 12:14:25] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9795, generator_adv_loss: 0.1162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:14:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2393, logits_fake: -0.2324
+[2025-01-25 12:14:27] (step=0097500) Train Loss: 0.3855, Train Steps/Sec: 1.94
+[2025-01-25 12:15:17] (Generator) rec_loss: 0.0365, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:15:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1406
+[2025-01-25 12:15:17] (step=0097600) Train Loss: 0.3362, Train Steps/Sec: 1.98
+[2025-01-25 12:16:08] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9828, generator_adv_loss: 0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:16:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2275, logits_fake: -0.2285
+[2025-01-25 12:16:08] (step=0097700) Train Loss: 0.3127, Train Steps/Sec: 1.97
+[2025-01-25 12:16:58] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1050, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:16:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2080, logits_fake: -0.2100
+[2025-01-25 12:16:58] (step=0097800) Train Loss: 0.3275, Train Steps/Sec: 1.99
+[2025-01-25 12:17:48] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:17:48] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2139, logits_fake: -0.2178
+[2025-01-25 12:17:48] (step=0097900) Train Loss: 0.3332, Train Steps/Sec: 1.99
+[2025-01-25 12:18:39] (Generator) rec_loss: 0.0359, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9828, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:18:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2598
+[2025-01-25 12:18:40] (step=0098000) Train Loss: 0.4014, Train Steps/Sec: 1.94
+[2025-01-25 12:19:30] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:19:30] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2412
+[2025-01-25 12:19:30] (step=0098100) Train Loss: 0.2844, Train Steps/Sec: 1.99
+[2025-01-25 12:20:21] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:20:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1982, logits_fake: -0.2012
+[2025-01-25 12:20:21] (step=0098200) Train Loss: 0.3227, Train Steps/Sec: 1.97
+[2025-01-25 12:21:11] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0967, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:21:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1895, logits_fake: -0.1934
+[2025-01-25 12:21:11] (step=0098300) Train Loss: 0.3530, Train Steps/Sec: 1.99
+[2025-01-25 12:22:01] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1758, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:22:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3496, logits_fake: -0.3516
+[2025-01-25 12:22:02] (step=0098400) Train Loss: 0.3881, Train Steps/Sec: 1.98
+[2025-01-25 12:22:52] (Generator) rec_loss: 0.0391, perceptual_loss: 0.1934, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.2061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:22:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4141, logits_fake: -0.4121
+[2025-01-25 12:22:53] (step=0098500) Train Loss: 0.3957, Train Steps/Sec: 1.95
+[2025-01-25 12:23:43] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.2402, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:23:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4766, logits_fake: -0.4805
+[2025-01-25 12:23:43] (step=0098600) Train Loss: 0.4287, Train Steps/Sec: 1.99
+[2025-01-25 12:24:33] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:24:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1592
+[2025-01-25 12:24:34] (step=0098700) Train Loss: 0.3846, Train Steps/Sec: 1.99
+[2025-01-25 12:25:24] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:25:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2285
+[2025-01-25 12:25:24] (step=0098800) Train Loss: 0.3219, Train Steps/Sec: 1.98
+[2025-01-25 12:26:14] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.2490, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:26:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5000, logits_fake: -0.4980
+[2025-01-25 12:26:15] (step=0098900) Train Loss: 0.3764, Train Steps/Sec: 1.99
+[2025-01-25 12:27:05] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1523, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:27:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2871
+[2025-01-25 12:27:06] (step=0099000) Train Loss: 0.3873, Train Steps/Sec: 1.95
+[2025-01-25 12:27:56] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:27:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1523
+[2025-01-25 12:27:57] (step=0099100) Train Loss: 0.3581, Train Steps/Sec: 1.98
+[2025-01-25 12:28:47] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: 0.2383, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:28:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4805, logits_fake: -0.4766
+[2025-01-25 12:28:47] (step=0099200) Train Loss: 0.4089, Train Steps/Sec: 1.99
+[2025-01-25 12:29:37] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1807, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:29:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3652, logits_fake: -0.3613
+[2025-01-25 12:29:37] (step=0099300) Train Loss: 0.3761, Train Steps/Sec: 1.99
+[2025-01-25 12:30:27] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:30:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2305, logits_fake: -0.2295
+[2025-01-25 12:30:28] (step=0099400) Train Loss: 0.3891, Train Steps/Sec: 1.99
+[2025-01-25 12:31:18] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1543, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:31:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.3086
+[2025-01-25 12:31:19] (step=0099500) Train Loss: 0.3521, Train Steps/Sec: 1.95
+[2025-01-25 12:32:09] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:32:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1699
+[2025-01-25 12:32:09] (step=0099600) Train Loss: 0.3473, Train Steps/Sec: 1.98
+[2025-01-25 12:32:59] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:33:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1406
+[2025-01-25 12:33:00] (step=0099700) Train Loss: 0.3247, Train Steps/Sec: 1.99
+[2025-01-25 12:33:50] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.2168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:33:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4336, logits_fake: -0.4336
+[2025-01-25 12:33:50] (step=0099800) Train Loss: 0.3087, Train Steps/Sec: 1.97
+[2025-01-25 12:34:41] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1992, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:34:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4004, logits_fake: -0.3984
+[2025-01-25 12:34:41] (step=0099900) Train Loss: 0.4456, Train Steps/Sec: 1.97
+[2025-01-25 12:35:31] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:35:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3066, logits_fake: -0.3066
+[2025-01-25 12:35:33] (step=0100000) Train Loss: 0.3652, Train Steps/Sec: 1.95
+[2025-01-25 12:35:41] Saved checkpoint to results_tokenizer_image/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/checkpoints/0100000.pt
+[2025-01-25 12:36:22] Beginning epoch 20...
+[2025-01-25 12:36:34] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:36:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1543
+[2025-01-25 12:36:34] (step=0100100) Train Loss: 0.3602, Train Steps/Sec: 1.63
+[2025-01-25 12:37:24] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1621, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:37:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3223, logits_fake: -0.3242
+[2025-01-25 12:37:25] (step=0100200) Train Loss: 0.3632, Train Steps/Sec: 1.98
+[2025-01-25 12:38:15] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:38:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2598
+[2025-01-25 12:38:15] (step=0100300) Train Loss: 0.3314, Train Steps/Sec: 1.99
+[2025-01-25 12:39:05] (Generator) rec_loss: 0.0363, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1768, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:39:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3555, logits_fake: -0.3535
+[2025-01-25 12:39:06] (step=0100400) Train Loss: 0.4185, Train Steps/Sec: 1.97
+[2025-01-25 12:39:56] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:39:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.3008
+[2025-01-25 12:39:57] (step=0100500) Train Loss: 0.4300, Train Steps/Sec: 1.96
+[2025-01-25 12:40:47] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1641, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:40:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3281, logits_fake: -0.3281
+[2025-01-25 12:40:48] (step=0100600) Train Loss: 0.3827, Train Steps/Sec: 1.96
+[2025-01-25 12:41:38] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:41:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2178, logits_fake: -0.2178
+[2025-01-25 12:41:38] (step=0100700) Train Loss: 0.3760, Train Steps/Sec: 1.99
+[2025-01-25 12:42:28] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:42:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3320
+[2025-01-25 12:42:28] (step=0100800) Train Loss: 0.3329, Train Steps/Sec: 1.99
+[2025-01-25 12:43:19] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0020, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:43:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: 0.0039
+[2025-01-25 12:43:19] (step=0100900) Train Loss: 0.3181, Train Steps/Sec: 1.98
+[2025-01-25 12:44:09] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:44:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2402, logits_fake: -0.2402
+[2025-01-25 12:44:10] (step=0101000) Train Loss: 0.3760, Train Steps/Sec: 1.94
+[2025-01-25 12:45:00] (Generator) rec_loss: 0.0370, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:45:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1523
+[2025-01-25 12:45:01] (step=0101100) Train Loss: 0.3028, Train Steps/Sec: 1.99
+[2025-01-25 12:45:51] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:45:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2129
+[2025-01-25 12:45:51] (step=0101200) Train Loss: 0.3601, Train Steps/Sec: 1.97
+[2025-01-25 12:46:42] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:46:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3008, logits_fake: -0.3008
+[2025-01-25 12:46:42] (step=0101300) Train Loss: 0.3412, Train Steps/Sec: 1.98
+[2025-01-25 12:47:32] (Generator) rec_loss: 0.0369, perceptual_loss: 0.1895, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0461, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:47:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0908, logits_fake: -0.0923
+[2025-01-25 12:47:33] (step=0101400) Train Loss: 0.3517, Train Steps/Sec: 1.97
+[2025-01-25 12:48:23] (Generator) rec_loss: 0.0241, perceptual_loss: 0.1533, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:48:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2734, logits_fake: -0.2715
+[2025-01-25 12:48:24] (step=0101500) Train Loss: 0.3704, Train Steps/Sec: 1.94
+[2025-01-25 12:49:14] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1572, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1445, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:49:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2910, logits_fake: -0.2891
+[2025-01-25 12:49:15] (step=0101600) Train Loss: 0.3494, Train Steps/Sec: 1.99
+[2025-01-25 12:50:05] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:50:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2227, logits_fake: -0.2188
+[2025-01-25 12:50:05] (step=0101700) Train Loss: 0.3707, Train Steps/Sec: 1.99
+[2025-01-25 12:50:55] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:50:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2715
+[2025-01-25 12:50:55] (step=0101800) Train Loss: 0.3506, Train Steps/Sec: 1.99
+[2025-01-25 12:51:45] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1426, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:51:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2852, logits_fake: -0.2852
+[2025-01-25 12:51:46] (step=0101900) Train Loss: 0.3740, Train Steps/Sec: 1.99
+[2025-01-25 12:52:36] (Generator) rec_loss: 0.0395, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:52:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1797
+[2025-01-25 12:52:37] (step=0102000) Train Loss: 0.3934, Train Steps/Sec: 1.94
+[2025-01-25 12:53:27] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:53:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1484
+[2025-01-25 12:53:28] (step=0102100) Train Loss: 0.3305, Train Steps/Sec: 1.97
+[2025-01-25 12:54:18] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1914, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:54:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3848, logits_fake: -0.3828
+[2025-01-25 12:54:18] (step=0102200) Train Loss: 0.3514, Train Steps/Sec: 1.99
+[2025-01-25 12:55:09] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:55:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3359, logits_fake: -0.3340
+[2025-01-25 12:55:09] (step=0102300) Train Loss: 0.4085, Train Steps/Sec: 1.97
+[2025-01-25 12:55:59] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1855, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:55:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3730, logits_fake: -0.3711
+[2025-01-25 12:55:59] (step=0102400) Train Loss: 0.4070, Train Steps/Sec: 1.99
+[2025-01-25 12:56:49] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9824, generator_adv_loss: 0.2295, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:56:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4570, logits_fake: -0.4590
+[2025-01-25 12:56:51] (step=0102500) Train Loss: 0.3872, Train Steps/Sec: 1.95
+[2025-01-25 12:57:41] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:57:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1377
+[2025-01-25 12:57:41] (step=0102600) Train Loss: 0.3774, Train Steps/Sec: 1.98
+[2025-01-25 12:58:31] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:58:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2119
+[2025-01-25 12:58:32] (step=0102700) Train Loss: 0.3645, Train Steps/Sec: 1.99
+[2025-01-25 12:59:22] (Generator) rec_loss: 0.0377, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 12:59:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1167, logits_fake: -0.1143
+[2025-01-25 12:59:22] (step=0102800) Train Loss: 0.2481, Train Steps/Sec: 1.98
+[2025-01-25 13:00:12] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9830, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:00:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2656
+[2025-01-25 13:00:12] (step=0102900) Train Loss: 0.3368, Train Steps/Sec: 1.99
+[2025-01-25 13:01:02] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:01:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2139, logits_fake: -0.2148
+[2025-01-25 13:01:04] (step=0103000) Train Loss: 0.3277, Train Steps/Sec: 1.95
+[2025-01-25 13:01:54] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:01:54] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0742, logits_fake: -0.0669
+[2025-01-25 13:01:54] (step=0103100) Train Loss: 0.2521, Train Steps/Sec: 1.99
+[2025-01-25 13:02:44] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:02:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2539
+[2025-01-25 13:02:45] (step=0103200) Train Loss: 0.3093, Train Steps/Sec: 1.97
+[2025-01-25 13:03:35] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:03:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0781, logits_fake: -0.0811
+[2025-01-25 13:03:35] (step=0103300) Train Loss: 0.2881, Train Steps/Sec: 1.99
+[2025-01-25 13:04:25] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0588, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:04:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.1177
+[2025-01-25 13:04:26] (step=0103400) Train Loss: 0.2823, Train Steps/Sec: 1.98
+[2025-01-25 13:05:16] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:05:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.2051
+[2025-01-25 13:05:17] (step=0103500) Train Loss: 0.3429, Train Steps/Sec: 1.95
+[2025-01-25 13:06:07] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:06:07] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1758, logits_fake: -0.1836
+[2025-01-25 13:06:07] (step=0103600) Train Loss: 0.2945, Train Steps/Sec: 1.98
+[2025-01-25 13:06:57] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:06:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2285, logits_fake: -0.2285
+[2025-01-25 13:06:58] (step=0103700) Train Loss: 0.3101, Train Steps/Sec: 1.99
+[2025-01-25 13:07:48] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:07:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3184
+[2025-01-25 13:07:48] (step=0103800) Train Loss: 0.3484, Train Steps/Sec: 1.99
+[2025-01-25 13:08:38] (Generator) rec_loss: 0.0406, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0295, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:08:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0581, logits_fake: 0.0591
+[2025-01-25 13:08:38] (step=0103900) Train Loss: 0.3455, Train Steps/Sec: 1.99
+[2025-01-25 13:09:28] (Generator) rec_loss: 0.0230, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:09:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3184
+[2025-01-25 13:09:29] (step=0104000) Train Loss: 0.2855, Train Steps/Sec: 1.95
+[2025-01-25 13:10:20] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:10:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3320
+[2025-01-25 13:10:20] (step=0104100) Train Loss: 0.3647, Train Steps/Sec: 1.98
+[2025-01-25 13:11:10] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:11:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2754
+[2025-01-25 13:11:10] (step=0104200) Train Loss: 0.3674, Train Steps/Sec: 1.99
+[2025-01-25 13:12:01] (Generator) rec_loss: 0.0226, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:12:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2441
+[2025-01-25 13:12:01] (step=0104300) Train Loss: 0.3212, Train Steps/Sec: 1.96
+[2025-01-25 13:12:51] (Generator) rec_loss: 0.0378, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0288, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:12:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0588, logits_fake: -0.0576
+[2025-01-25 13:12:52] (step=0104400) Train Loss: 0.3004, Train Steps/Sec: 1.99
+[2025-01-25 13:13:42] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0957, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:13:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1895, logits_fake: -0.1914
+[2025-01-25 13:13:43] (step=0104500) Train Loss: 0.3158, Train Steps/Sec: 1.95
+[2025-01-25 13:14:33] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9791, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:14:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3125
+[2025-01-25 13:14:33] (step=0104600) Train Loss: 0.3983, Train Steps/Sec: 1.99
+[2025-01-25 13:15:23] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9801, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:15:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.3008
+[2025-01-25 13:15:24] (step=0104700) Train Loss: 0.3903, Train Steps/Sec: 1.98
+[2025-01-25 13:16:14] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:16:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2656
+[2025-01-25 13:16:14] (step=0104800) Train Loss: 0.3555, Train Steps/Sec: 1.99
+[2025-01-25 13:17:04] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:17:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2539
+[2025-01-25 13:17:05] (step=0104900) Train Loss: 0.3732, Train Steps/Sec: 1.98
+[2025-01-25 13:17:55] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:17:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0747
+[2025-01-25 13:17:56] (step=0105000) Train Loss: 0.3557, Train Steps/Sec: 1.93
+[2025-01-25 13:18:40] Beginning epoch 21...
+[2025-01-25 13:18:50] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:18:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3203
+[2025-01-25 13:18:50] (step=0105100) Train Loss: 0.3318, Train Steps/Sec: 1.86
+[2025-01-25 13:19:40] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:19:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1445
+[2025-01-25 13:19:40] (step=0105200) Train Loss: 0.3020, Train Steps/Sec: 1.99
+[2025-01-25 13:20:31] (Generator) rec_loss: 0.0223, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:20:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1348
+[2025-01-25 13:20:31] (step=0105300) Train Loss: 0.3218, Train Steps/Sec: 1.98
+[2025-01-25 13:21:21] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:21:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2334, logits_fake: -0.2305
+[2025-01-25 13:21:21] (step=0105400) Train Loss: 0.3443, Train Steps/Sec: 1.98
+[2025-01-25 13:22:12] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:22:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1436
+[2025-01-25 13:22:13] (step=0105500) Train Loss: 0.3678, Train Steps/Sec: 1.94
+[2025-01-25 13:23:03] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:23:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1582
+[2025-01-25 13:23:03] (step=0105600) Train Loss: 0.3122, Train Steps/Sec: 1.99
+[2025-01-25 13:23:53] (Generator) rec_loss: 0.0364, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:23:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2832, logits_fake: -0.2773
+[2025-01-25 13:23:54] (step=0105700) Train Loss: 0.3153, Train Steps/Sec: 1.98
+[2025-01-25 13:24:44] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9837, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:24:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1826, logits_fake: -0.1787
+[2025-01-25 13:24:44] (step=0105800) Train Loss: 0.2996, Train Steps/Sec: 1.98
+[2025-01-25 13:25:34] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: -0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:25:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2598
+[2025-01-25 13:25:35] (step=0105900) Train Loss: 0.2766, Train Steps/Sec: 1.99
+[2025-01-25 13:26:25] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:26:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1562, logits_fake: -0.1553
+[2025-01-25 13:26:26] (step=0106000) Train Loss: 0.2309, Train Steps/Sec: 1.95
+[2025-01-25 13:27:16] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:27:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1182
+[2025-01-25 13:27:17] (step=0106100) Train Loss: 0.3345, Train Steps/Sec: 1.96
+[2025-01-25 13:28:07] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:28:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.0967
+[2025-01-25 13:28:07] (step=0106200) Train Loss: 0.3427, Train Steps/Sec: 1.99
+[2025-01-25 13:28:57] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:28:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1826, logits_fake: 0.1836
+[2025-01-25 13:28:57] (step=0106300) Train Loss: 0.2355, Train Steps/Sec: 1.99
+[2025-01-25 13:29:47] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:29:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2363, logits_fake: -0.2295
+[2025-01-25 13:29:48] (step=0106400) Train Loss: 0.2598, Train Steps/Sec: 1.99
+[2025-01-25 13:30:38] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:30:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1270
+[2025-01-25 13:30:39] (step=0106500) Train Loss: 0.2687, Train Steps/Sec: 1.94
+[2025-01-25 13:31:29] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:31:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0723, logits_fake: -0.0708
+[2025-01-25 13:31:29] (step=0106600) Train Loss: 0.2369, Train Steps/Sec: 1.99
+[2025-01-25 13:32:19] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:32:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1309
+[2025-01-25 13:32:20] (step=0106700) Train Loss: 0.2678, Train Steps/Sec: 1.99
+[2025-01-25 13:33:10] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:33:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1084, logits_fake: -0.1030
+[2025-01-25 13:33:10] (step=0106800) Train Loss: 0.3170, Train Steps/Sec: 1.98
+[2025-01-25 13:34:01] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:34:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2773
+[2025-01-25 13:34:01] (step=0106900) Train Loss: 0.3150, Train Steps/Sec: 1.98
+[2025-01-25 13:34:51] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1621, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0991, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:34:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.1982
+[2025-01-25 13:34:52] (step=0107000) Train Loss: 0.3494, Train Steps/Sec: 1.95
+[2025-01-25 13:35:42] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:35:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2715
+[2025-01-25 13:35:43] (step=0107100) Train Loss: 0.3298, Train Steps/Sec: 1.98
+[2025-01-25 13:36:33] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:36:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1201, logits_fake: -0.1201
+[2025-01-25 13:36:33] (step=0107200) Train Loss: 0.2928, Train Steps/Sec: 1.99
+[2025-01-25 13:37:23] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:37:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2227, logits_fake: -0.2168
+[2025-01-25 13:37:24] (step=0107300) Train Loss: 0.3417, Train Steps/Sec: 1.98
+[2025-01-25 13:38:14] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:38:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0918, logits_fake: -0.0928
+[2025-01-25 13:38:14] (step=0107400) Train Loss: 0.2736, Train Steps/Sec: 1.99
+[2025-01-25 13:39:04] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:39:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3340, logits_fake: -0.3359
+[2025-01-25 13:39:05] (step=0107500) Train Loss: 0.3073, Train Steps/Sec: 1.96
+[2025-01-25 13:39:55] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0957, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:39:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1924, logits_fake: -0.1914
+[2025-01-25 13:39:55] (step=0107600) Train Loss: 0.3588, Train Steps/Sec: 1.99
+[2025-01-25 13:40:46] (Generator) rec_loss: 0.0410, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:40:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1914, logits_fake: -0.1855
+[2025-01-25 13:40:46] (step=0107700) Train Loss: 0.2853, Train Steps/Sec: 1.98
+[2025-01-25 13:41:36] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:41:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2266, logits_fake: -0.2217
+[2025-01-25 13:41:36] (step=0107800) Train Loss: 0.2353, Train Steps/Sec: 1.99
+[2025-01-25 13:42:26] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:42:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2451
+[2025-01-25 13:42:27] (step=0107900) Train Loss: 0.3491, Train Steps/Sec: 1.98
+[2025-01-25 13:43:17] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:43:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2188, logits_fake: -0.2246
+[2025-01-25 13:43:18] (step=0108000) Train Loss: 0.3349, Train Steps/Sec: 1.95
+[2025-01-25 13:44:08] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:44:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.3027
+[2025-01-25 13:44:09] (step=0108100) Train Loss: 0.3715, Train Steps/Sec: 1.97
+[2025-01-25 13:44:59] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:44:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.0967
+[2025-01-25 13:44:59] (step=0108200) Train Loss: 0.2796, Train Steps/Sec: 1.99
+[2025-01-25 13:45:49] (Generator) rec_loss: 0.0397, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:45:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2197, logits_fake: -0.2148
+[2025-01-25 13:45:50] (step=0108300) Train Loss: 0.3388, Train Steps/Sec: 1.97
+[2025-01-25 13:46:40] (Generator) rec_loss: 0.0398, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:46:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2637
+[2025-01-25 13:46:40] (step=0108400) Train Loss: 0.3662, Train Steps/Sec: 1.99
+[2025-01-25 13:47:30] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9843, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:47:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0466, logits_fake: -0.0386
+[2025-01-25 13:47:31] (step=0108500) Train Loss: 0.3279, Train Steps/Sec: 1.96
+[2025-01-25 13:48:21] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:48:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2500, logits_fake: -0.2520
+[2025-01-25 13:48:21] (step=0108600) Train Loss: 0.3094, Train Steps/Sec: 1.99
+[2025-01-25 13:49:11] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:49:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0559, logits_fake: -0.0532
+[2025-01-25 13:49:12] (step=0108700) Train Loss: 0.3738, Train Steps/Sec: 1.98
+[2025-01-25 13:50:02] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:50:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0459, logits_fake: 0.0454
+[2025-01-25 13:50:02] (step=0108800) Train Loss: 0.2807, Train Steps/Sec: 1.99
+[2025-01-25 13:50:52] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9781, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9786, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:50:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1426
+[2025-01-25 13:50:52] (step=0108900) Train Loss: 0.2735, Train Steps/Sec: 1.99
+[2025-01-25 13:51:42] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:51:43] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1787
+[2025-01-25 13:51:43] (step=0109000) Train Loss: 0.2906, Train Steps/Sec: 1.96
+[2025-01-25 13:52:34] (Generator) rec_loss: 0.0406, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:52:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2109
+[2025-01-25 13:52:34] (step=0109100) Train Loss: 0.2996, Train Steps/Sec: 1.97
+[2025-01-25 13:53:25] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:53:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1787
+[2025-01-25 13:53:25] (step=0109200) Train Loss: 0.3174, Train Steps/Sec: 1.98
+[2025-01-25 13:54:15] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.2119, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:54:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4258, logits_fake: -0.4238
+[2025-01-25 13:54:15] (step=0109300) Train Loss: 0.3823, Train Steps/Sec: 1.99
+[2025-01-25 13:55:05] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:55:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1040, logits_fake: -0.1045
+[2025-01-25 13:55:06] (step=0109400) Train Loss: 0.3257, Train Steps/Sec: 1.99
+[2025-01-25 13:55:56] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:55:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1846
+[2025-01-25 13:55:57] (step=0109500) Train Loss: 0.3373, Train Steps/Sec: 1.94
+[2025-01-25 13:56:47] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:56:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0991
+[2025-01-25 13:56:47] (step=0109600) Train Loss: 0.3192, Train Steps/Sec: 1.99
+[2025-01-25 13:57:37] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:57:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2578
+[2025-01-25 13:57:38] (step=0109700) Train Loss: 0.3280, Train Steps/Sec: 1.99
+[2025-01-25 13:58:28] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:58:28] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2217, logits_fake: -0.2246
+[2025-01-25 13:58:28] (step=0109800) Train Loss: 0.3246, Train Steps/Sec: 1.99
+[2025-01-25 13:59:18] (Generator) rec_loss: 0.0356, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 13:59:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1807
+[2025-01-25 13:59:19] (step=0109900) Train Loss: 0.3455, Train Steps/Sec: 1.97
+[2025-01-25 14:00:09] (Generator) rec_loss: 0.0218, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:00:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0693, logits_fake: -0.0713
+[2025-01-25 14:00:10] (step=0110000) Train Loss: 0.2514, Train Steps/Sec: 1.95
+[2025-01-25 14:00:55] Beginning epoch 22...
+[2025-01-25 14:01:04] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9832, generator_adv_loss: -0.0042, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:01:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0101, logits_fake: 0.0083
+[2025-01-25 14:01:04] (step=0110100) Train Loss: 0.3180, Train Steps/Sec: 1.85
+[2025-01-25 14:01:55] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:01:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1719, logits_fake: -0.1680
+[2025-01-25 14:01:55] (step=0110200) Train Loss: 0.3281, Train Steps/Sec: 1.96
+[2025-01-25 14:02:45] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:02:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2490, logits_fake: -0.2500
+[2025-01-25 14:02:46] (step=0110300) Train Loss: 0.3657, Train Steps/Sec: 1.97
+[2025-01-25 14:03:36] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:03:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3574
+[2025-01-25 14:03:36] (step=0110400) Train Loss: 0.3653, Train Steps/Sec: 1.99
+[2025-01-25 14:04:26] (Generator) rec_loss: 0.0245, perceptual_loss: 0.1572, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:04:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3633, logits_fake: -0.3691
+[2025-01-25 14:04:27] (step=0110500) Train Loss: 0.3332, Train Steps/Sec: 1.94
+[2025-01-25 14:05:17] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:05:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3203
+[2025-01-25 14:05:18] (step=0110600) Train Loss: 0.3212, Train Steps/Sec: 1.99
+[2025-01-25 14:06:08] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9826, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:06:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.3008
+[2025-01-25 14:06:08] (step=0110700) Train Loss: 0.2852, Train Steps/Sec: 1.99
+[2025-01-25 14:06:58] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:06:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2227, logits_fake: -0.2266
+[2025-01-25 14:06:58] (step=0110800) Train Loss: 0.3704, Train Steps/Sec: 1.99
+[2025-01-25 14:07:49] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1553, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:07:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3086, logits_fake: -0.3105
+[2025-01-25 14:07:49] (step=0110900) Train Loss: 0.3628, Train Steps/Sec: 1.98
+[2025-01-25 14:08:39] (Generator) rec_loss: 0.0368, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:08:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1289
+[2025-01-25 14:08:40] (step=0111000) Train Loss: 0.3147, Train Steps/Sec: 1.95
+[2025-01-25 14:09:30] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:09:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1377
+[2025-01-25 14:09:31] (step=0111100) Train Loss: 0.3613, Train Steps/Sec: 1.99
+[2025-01-25 14:10:21] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1494, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:10:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.2988
+[2025-01-25 14:10:21] (step=0111200) Train Loss: 0.3872, Train Steps/Sec: 1.98
+[2025-01-25 14:11:11] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:11:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1777
+[2025-01-25 14:11:12] (step=0111300) Train Loss: 0.3196, Train Steps/Sec: 1.98
+[2025-01-25 14:12:02] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1611, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:12:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3262, logits_fake: -0.3223
+[2025-01-25 14:12:02] (step=0111400) Train Loss: 0.3404, Train Steps/Sec: 1.97
+[2025-01-25 14:12:52] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:12:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.0977
+[2025-01-25 14:12:54] (step=0111500) Train Loss: 0.2868, Train Steps/Sec: 1.95
+[2025-01-25 14:13:44] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1738, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:13:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2129, logits_fake: -0.2119
+[2025-01-25 14:13:44] (step=0111600) Train Loss: 0.3242, Train Steps/Sec: 1.99
+[2025-01-25 14:14:34] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:14:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2578
+[2025-01-25 14:14:35] (step=0111700) Train Loss: 0.3633, Train Steps/Sec: 1.98
+[2025-01-25 14:15:25] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9791, generator_adv_loss: 0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:15:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2832, logits_fake: -0.2832
+[2025-01-25 14:15:25] (step=0111800) Train Loss: 0.3676, Train Steps/Sec: 1.99
+[2025-01-25 14:16:15] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:16:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3301, logits_fake: -0.3340
+[2025-01-25 14:16:15] (step=0111900) Train Loss: 0.3598, Train Steps/Sec: 1.98
+[2025-01-25 14:17:05] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:17:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2080
+[2025-01-25 14:17:07] (step=0112000) Train Loss: 0.3832, Train Steps/Sec: 1.95
+[2025-01-25 14:17:57] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:17:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2256
+[2025-01-25 14:17:57] (step=0112100) Train Loss: 0.2828, Train Steps/Sec: 1.98
+[2025-01-25 14:18:47] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1235, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:18:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2471
+[2025-01-25 14:18:48] (step=0112200) Train Loss: 0.3975, Train Steps/Sec: 1.98
+[2025-01-25 14:19:38] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0574, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:19:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1138, logits_fake: -0.1147
+[2025-01-25 14:19:38] (step=0112300) Train Loss: 0.3528, Train Steps/Sec: 1.99
+[2025-01-25 14:20:28] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:20:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3438
+[2025-01-25 14:20:29] (step=0112400) Train Loss: 0.3174, Train Steps/Sec: 1.97
+[2025-01-25 14:21:19] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:21:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0014, logits_fake: -0.0002
+[2025-01-25 14:21:20] (step=0112500) Train Loss: 0.3067, Train Steps/Sec: 1.95
+[2025-01-25 14:22:10] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:22:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2656
+[2025-01-25 14:22:10] (step=0112600) Train Loss: 0.3397, Train Steps/Sec: 1.99
+[2025-01-25 14:23:00] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1543, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:23:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2236, logits_fake: -0.2207
+[2025-01-25 14:23:01] (step=0112700) Train Loss: 0.2666, Train Steps/Sec: 1.99
+[2025-01-25 14:23:51] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9828, generator_adv_loss: 0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:23:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2461
+[2025-01-25 14:23:51] (step=0112800) Train Loss: 0.3534, Train Steps/Sec: 1.98
+[2025-01-25 14:24:41] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:24:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.3047
+[2025-01-25 14:24:42] (step=0112900) Train Loss: 0.3670, Train Steps/Sec: 1.99
+[2025-01-25 14:25:32] (Generator) rec_loss: 0.0207, perceptual_loss: 0.1562, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:25:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1074, logits_fake: -0.1060
+[2025-01-25 14:25:33] (step=0113000) Train Loss: 0.3226, Train Steps/Sec: 1.95
+[2025-01-25 14:26:23] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:26:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1631, logits_fake: -0.1641
+[2025-01-25 14:26:23] (step=0113100) Train Loss: 0.3170, Train Steps/Sec: 1.98
+[2025-01-25 14:27:14] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2528, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9792, generator_adv_loss: 0.1030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:27:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2070, logits_fake: -0.2061
+[2025-01-25 14:27:14] (step=0113200) Train Loss: 0.3573, Train Steps/Sec: 1.98
+[2025-01-25 14:28:04] (Generator) rec_loss: 0.0239, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:28:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3496, logits_fake: -0.3438
+[2025-01-25 14:28:04] (step=0113300) Train Loss: 0.3024, Train Steps/Sec: 1.99
+[2025-01-25 14:28:54] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:28:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1836
+[2025-01-25 14:28:55] (step=0113400) Train Loss: 0.3590, Train Steps/Sec: 1.99
+[2025-01-25 14:29:45] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:29:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2070, logits_fake: -0.2041
+[2025-01-25 14:29:46] (step=0113500) Train Loss: 0.3121, Train Steps/Sec: 1.94
+[2025-01-25 14:30:36] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:30:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2656
+[2025-01-25 14:30:37] (step=0113600) Train Loss: 0.3642, Train Steps/Sec: 1.97
+[2025-01-25 14:31:27] (Generator) rec_loss: 0.0208, perceptual_loss: 0.1533, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:31:27] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2832
+[2025-01-25 14:31:27] (step=0113700) Train Loss: 0.3388, Train Steps/Sec: 1.99
+[2025-01-25 14:32:17] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9824, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:32:17] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2139, logits_fake: -0.2207
+[2025-01-25 14:32:17] (step=0113800) Train Loss: 0.3711, Train Steps/Sec: 1.99
+[2025-01-25 14:33:07] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:33:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1562
+[2025-01-25 14:33:08] (step=0113900) Train Loss: 0.2931, Train Steps/Sec: 1.99
+[2025-01-25 14:33:58] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1484, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:33:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2969, logits_fake: -0.2969
+[2025-01-25 14:33:59] (step=0114000) Train Loss: 0.3440, Train Steps/Sec: 1.94
+[2025-01-25 14:34:49] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:34:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1494
+[2025-01-25 14:34:50] (step=0114100) Train Loss: 0.3439, Train Steps/Sec: 1.98
+[2025-01-25 14:35:40] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0942, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:35:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.1885
+[2025-01-25 14:35:40] (step=0114200) Train Loss: 0.2726, Train Steps/Sec: 1.99
+[2025-01-25 14:36:30] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9824, generator_adv_loss: -0.0139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:36:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0273, logits_fake: 0.0277
+[2025-01-25 14:36:30] (step=0114300) Train Loss: 0.3653, Train Steps/Sec: 1.99
+[2025-01-25 14:37:21] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:37:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0840, logits_fake: -0.0840
+[2025-01-25 14:37:21] (step=0114400) Train Loss: 0.2387, Train Steps/Sec: 1.98
+[2025-01-25 14:38:11] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9841, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:38:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2148
+[2025-01-25 14:38:12] (step=0114500) Train Loss: 0.3405, Train Steps/Sec: 1.95
+[2025-01-25 14:39:02] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:39:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1455
+[2025-01-25 14:39:03] (step=0114600) Train Loss: 0.3413, Train Steps/Sec: 1.98
+[2025-01-25 14:39:53] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0293, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:39:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0535, logits_fake: -0.0586
+[2025-01-25 14:39:53] (step=0114700) Train Loss: 0.3276, Train Steps/Sec: 1.97
+[2025-01-25 14:40:43] (Generator) rec_loss: 0.0356, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:40:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1553
+[2025-01-25 14:40:44] (step=0114800) Train Loss: 0.2868, Train Steps/Sec: 1.99
+[2025-01-25 14:41:34] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9832, generator_adv_loss: 0.1030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:41:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.2061
+[2025-01-25 14:41:34] (step=0114900) Train Loss: 0.3016, Train Steps/Sec: 1.99
+[2025-01-25 14:42:24] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0101, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:42:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0161, logits_fake: 0.0201
+[2025-01-25 14:42:26] (step=0115000) Train Loss: 0.2869, Train Steps/Sec: 1.94
+[2025-01-25 14:43:13] Beginning epoch 23...
+[2025-01-25 14:43:19] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:43:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1455
+[2025-01-25 14:43:19] (step=0115100) Train Loss: 0.3103, Train Steps/Sec: 1.87
+[2025-01-25 14:44:09] (Generator) rec_loss: 0.0419, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:44:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2500, logits_fake: -0.2539
+[2025-01-25 14:44:10] (step=0115200) Train Loss: 0.3407, Train Steps/Sec: 1.99
+[2025-01-25 14:44:59] (Generator) rec_loss: 0.0389, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:45:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2197
+[2025-01-25 14:45:00] (step=0115300) Train Loss: 0.3437, Train Steps/Sec: 1.99
+[2025-01-25 14:45:50] (Generator) rec_loss: 0.0367, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:45:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2119, logits_fake: -0.2051
+[2025-01-25 14:45:50] (step=0115400) Train Loss: 0.3584, Train Steps/Sec: 1.98
+[2025-01-25 14:46:40] (Generator) rec_loss: 0.0381, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:46:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0679, logits_fake: 0.0698
+[2025-01-25 14:46:42] (step=0115500) Train Loss: 0.3390, Train Steps/Sec: 1.95
+[2025-01-25 14:47:32] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0542, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:47:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1084
+[2025-01-25 14:47:32] (step=0115600) Train Loss: 0.2391, Train Steps/Sec: 1.99
+[2025-01-25 14:48:22] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:48:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2695, logits_fake: -0.2734
+[2025-01-25 14:48:23] (step=0115700) Train Loss: 0.2807, Train Steps/Sec: 1.97
+[2025-01-25 14:49:13] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:49:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1138, logits_fake: 0.1128
+[2025-01-25 14:49:13] (step=0115800) Train Loss: 0.3086, Train Steps/Sec: 1.97
+[2025-01-25 14:50:03] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:50:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3164
+[2025-01-25 14:50:04] (step=0115900) Train Loss: 0.2937, Train Steps/Sec: 1.99
+[2025-01-25 14:50:54] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:50:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2402, logits_fake: -0.2451
+[2025-01-25 14:50:55] (step=0116000) Train Loss: 0.3194, Train Steps/Sec: 1.95
+[2025-01-25 14:51:45] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1816, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:51:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3652, logits_fake: -0.3633
+[2025-01-25 14:51:45] (step=0116100) Train Loss: 0.3551, Train Steps/Sec: 1.99
+[2025-01-25 14:52:35] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:52:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0942, logits_fake: -0.0933
+[2025-01-25 14:52:36] (step=0116200) Train Loss: 0.3280, Train Steps/Sec: 1.98
+[2025-01-25 14:53:26] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0151, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:53:26] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0253, logits_fake: -0.0302
+[2025-01-25 14:53:26] (step=0116300) Train Loss: 0.3266, Train Steps/Sec: 1.99
+[2025-01-25 14:54:16] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1235, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:54:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2500, logits_fake: -0.2471
+[2025-01-25 14:54:16] (step=0116400) Train Loss: 0.3123, Train Steps/Sec: 1.99
+[2025-01-25 14:55:07] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:55:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.1709
+[2025-01-25 14:55:08] (step=0116500) Train Loss: 0.3224, Train Steps/Sec: 1.94
+[2025-01-25 14:55:58] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:55:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2734, logits_fake: -0.2695
+[2025-01-25 14:55:58] (step=0116600) Train Loss: 0.3495, Train Steps/Sec: 1.98
+[2025-01-25 14:56:49] (Generator) rec_loss: 0.0240, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:56:49] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2402
+[2025-01-25 14:56:49] (step=0116700) Train Loss: 0.3804, Train Steps/Sec: 1.99
+[2025-01-25 14:57:39] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:57:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0557, logits_fake: -0.0532
+[2025-01-25 14:57:40] (step=0116800) Train Loss: 0.3465, Train Steps/Sec: 1.97
+[2025-01-25 14:58:30] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0874, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:58:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1748
+[2025-01-25 14:58:30] (step=0116900) Train Loss: 0.2872, Train Steps/Sec: 1.98
+[2025-01-25 14:59:20] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 14:59:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0664, logits_fake: -0.0688
+[2025-01-25 14:59:21] (step=0117000) Train Loss: 0.3523, Train Steps/Sec: 1.94
+[2025-01-25 15:00:12] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1611, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:00:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3203
+[2025-01-25 15:00:12] (step=0117100) Train Loss: 0.3616, Train Steps/Sec: 1.98
+[2025-01-25 15:01:02] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:01:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2773, logits_fake: -0.2812
+[2025-01-25 15:01:02] (step=0117200) Train Loss: 0.3558, Train Steps/Sec: 1.98
+[2025-01-25 15:01:52] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:01:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1475, logits_fake: -0.1426
+[2025-01-25 15:01:53] (step=0117300) Train Loss: 0.3339, Train Steps/Sec: 1.99
+[2025-01-25 15:02:43] (Generator) rec_loss: 0.0364, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0659, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:02:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1318
+[2025-01-25 15:02:43] (step=0117400) Train Loss: 0.3544, Train Steps/Sec: 1.99
+[2025-01-25 15:03:33] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:03:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3574
+[2025-01-25 15:03:34] (step=0117500) Train Loss: 0.3267, Train Steps/Sec: 1.95
+[2025-01-25 15:04:25] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:04:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3184
+[2025-01-25 15:04:25] (step=0117600) Train Loss: 0.3756, Train Steps/Sec: 1.97
+[2025-01-25 15:05:15] (Generator) rec_loss: 0.0201, perceptual_loss: 0.1572, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:05:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3184
+[2025-01-25 15:05:15] (step=0117700) Train Loss: 0.3181, Train Steps/Sec: 1.99
+[2025-01-25 15:06:05] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:06:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0135, logits_fake: 0.0137
+[2025-01-25 15:06:06] (step=0117800) Train Loss: 0.3466, Train Steps/Sec: 1.99
+[2025-01-25 15:06:56] (Generator) rec_loss: 0.0410, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:06:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0791
+[2025-01-25 15:06:56] (step=0117900) Train Loss: 0.2666, Train Steps/Sec: 1.99
+[2025-01-25 15:07:46] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1582, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9792, generator_adv_loss: -0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:07:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2266, logits_fake: 0.2285
+[2025-01-25 15:07:47] (step=0118000) Train Loss: 0.2889, Train Steps/Sec: 1.94
+[2025-01-25 15:08:38] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:08:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0220, logits_fake: 0.0199
+[2025-01-25 15:08:38] (step=0118100) Train Loss: 0.1985, Train Steps/Sec: 1.97
+[2025-01-25 15:09:28] (Generator) rec_loss: 0.0233, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:09:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1533
+[2025-01-25 15:09:28] (step=0118200) Train Loss: 0.2815, Train Steps/Sec: 1.99
+[2025-01-25 15:10:18] (Generator) rec_loss: 0.0240, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:10:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1572, logits_fake: -0.1553
+[2025-01-25 15:10:19] (step=0118300) Train Loss: 0.2890, Train Steps/Sec: 1.99
+[2025-01-25 15:11:09] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1807, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:11:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3613
+[2025-01-25 15:11:09] (step=0118400) Train Loss: 0.3312, Train Steps/Sec: 1.98
+[2025-01-25 15:11:59] (Generator) rec_loss: 0.0375, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:12:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1069, logits_fake: -0.1045
+[2025-01-25 15:12:01] (step=0118500) Train Loss: 0.2799, Train Steps/Sec: 1.95
+[2025-01-25 15:12:51] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:12:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1230
+[2025-01-25 15:12:51] (step=0118600) Train Loss: 0.3114, Train Steps/Sec: 1.99
+[2025-01-25 15:13:41] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9801, generator_adv_loss: 0.2061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:13:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4121, logits_fake: -0.4121
+[2025-01-25 15:13:41] (step=0118700) Train Loss: 0.3324, Train Steps/Sec: 1.99
+[2025-01-25 15:14:31] (Generator) rec_loss: 0.0390, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2528, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:14:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1279
+[2025-01-25 15:14:32] (step=0118800) Train Loss: 0.3589, Train Steps/Sec: 1.98
+[2025-01-25 15:15:22] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1641, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:15:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3262, logits_fake: -0.3281
+[2025-01-25 15:15:22] (step=0118900) Train Loss: 0.3335, Train Steps/Sec: 1.99
+[2025-01-25 15:16:12] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9801, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:16:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3008, logits_fake: -0.3047
+[2025-01-25 15:16:13] (step=0119000) Train Loss: 0.3336, Train Steps/Sec: 1.95
+[2025-01-25 15:17:04] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:17:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1030, logits_fake: -0.1011
+[2025-01-25 15:17:04] (step=0119100) Train Loss: 0.3149, Train Steps/Sec: 1.97
+[2025-01-25 15:17:54] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:17:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1807
+[2025-01-25 15:17:55] (step=0119200) Train Loss: 0.3126, Train Steps/Sec: 1.97
+[2025-01-25 15:18:45] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:18:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2139, logits_fake: -0.2158
+[2025-01-25 15:18:45] (step=0119300) Train Loss: 0.3256, Train Steps/Sec: 1.99
+[2025-01-25 15:19:35] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:19:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1953, logits_fake: -0.1973
+[2025-01-25 15:19:36] (step=0119400) Train Loss: 0.3295, Train Steps/Sec: 1.97
+[2025-01-25 15:20:26] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:20:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2197, logits_fake: -0.2168
+[2025-01-25 15:20:27] (step=0119500) Train Loss: 0.2659, Train Steps/Sec: 1.95
+[2025-01-25 15:21:17] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:21:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1602, logits_fake: 0.1650
+[2025-01-25 15:21:17] (step=0119600) Train Loss: 0.2445, Train Steps/Sec: 1.99
+[2025-01-25 15:22:07] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1572, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9787, generator_adv_loss: 0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:22:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2363
+[2025-01-25 15:22:07] (step=0119700) Train Loss: 0.2707, Train Steps/Sec: 1.99
+[2025-01-25 15:22:58] (Generator) rec_loss: 0.0385, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0042, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:22:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0111, logits_fake: -0.0084
+[2025-01-25 15:22:58] (step=0119800) Train Loss: 0.2585, Train Steps/Sec: 1.98
+[2025-01-25 15:23:48] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:23:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1240, logits_fake: -0.1226
+[2025-01-25 15:23:48] (step=0119900) Train Loss: 0.2992, Train Steps/Sec: 1.99
+[2025-01-25 15:24:38] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0908, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:24:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1816
+[2025-01-25 15:24:40] (step=0120000) Train Loss: 0.2834, Train Steps/Sec: 1.94
+[2025-01-25 15:25:29] Beginning epoch 24...
+[2025-01-25 15:25:33] (Generator) rec_loss: 0.0231, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:25:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3203
+[2025-01-25 15:25:34] (step=0120100) Train Loss: 0.2468, Train Steps/Sec: 1.86
+[2025-01-25 15:26:24] (Generator) rec_loss: 0.0387, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0493, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:26:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.0986
+[2025-01-25 15:26:24] (step=0120200) Train Loss: 0.2328, Train Steps/Sec: 1.98
+[2025-01-25 15:27:14] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:27:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2539, logits_fake: -0.2559
+[2025-01-25 15:27:15] (step=0120300) Train Loss: 0.3116, Train Steps/Sec: 1.98
+[2025-01-25 15:28:05] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:28:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1240, logits_fake: -0.1226
+[2025-01-25 15:28:05] (step=0120400) Train Loss: 0.2867, Train Steps/Sec: 1.99
+[2025-01-25 15:28:55] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9830, generator_adv_loss: 0.0957, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:28:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1943, logits_fake: -0.1914
+[2025-01-25 15:28:56] (step=0120500) Train Loss: 0.3397, Train Steps/Sec: 1.95
+[2025-01-25 15:29:46] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:29:47] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2354, logits_fake: -0.2432
+[2025-01-25 15:29:47] (step=0120600) Train Loss: 0.3363, Train Steps/Sec: 1.98
+[2025-01-25 15:30:37] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:30:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2617
+[2025-01-25 15:30:37] (step=0120700) Train Loss: 0.3727, Train Steps/Sec: 1.99
+[2025-01-25 15:31:27] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:31:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2451, logits_fake: -0.2461
+[2025-01-25 15:31:27] (step=0120800) Train Loss: 0.3274, Train Steps/Sec: 1.99
+[2025-01-25 15:32:17] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:32:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2227, logits_fake: -0.2217
+[2025-01-25 15:32:17] (step=0120900) Train Loss: 0.3697, Train Steps/Sec: 1.99
+[2025-01-25 15:33:08] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:33:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2314, logits_fake: -0.2295
+[2025-01-25 15:33:09] (step=0121000) Train Loss: 0.3640, Train Steps/Sec: 1.94
+[2025-01-25 15:33:59] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1924, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:33:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0669
+[2025-01-25 15:33:59] (step=0121100) Train Loss: 0.3486, Train Steps/Sec: 1.99
+[2025-01-25 15:34:49] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1895, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9792, generator_adv_loss: 0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:34:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2031
+[2025-01-25 15:34:49] (step=0121200) Train Loss: 0.3363, Train Steps/Sec: 1.99
+[2025-01-25 15:35:40] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1875, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:35:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3770, logits_fake: -0.3750
+[2025-01-25 15:35:40] (step=0121300) Train Loss: 0.3575, Train Steps/Sec: 1.98
+[2025-01-25 15:36:30] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:36:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2637
+[2025-01-25 15:36:31] (step=0121400) Train Loss: 0.3534, Train Steps/Sec: 1.97
+[2025-01-25 15:37:21] (Generator) rec_loss: 0.0229, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:37:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3770, logits_fake: -0.3770
+[2025-01-25 15:37:22] (step=0121500) Train Loss: 0.3577, Train Steps/Sec: 1.95
+[2025-01-25 15:38:12] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:38:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2676
+[2025-01-25 15:38:13] (step=0121600) Train Loss: 0.3671, Train Steps/Sec: 1.98
+[2025-01-25 15:39:02] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1895, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:39:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3359
+[2025-01-25 15:39:03] (step=0121700) Train Loss: 0.3741, Train Steps/Sec: 1.99
+[2025-01-25 15:39:53] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0659, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:39:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1318
+[2025-01-25 15:39:53] (step=0121800) Train Loss: 0.3448, Train Steps/Sec: 1.99
+[2025-01-25 15:40:43] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:40:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1338, logits_fake: 0.1348
+[2025-01-25 15:40:43] (step=0121900) Train Loss: 0.3134, Train Steps/Sec: 1.99
+[2025-01-25 15:41:33] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:41:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2266, logits_fake: -0.2275
+[2025-01-25 15:41:35] (step=0122000) Train Loss: 0.2822, Train Steps/Sec: 1.95
+[2025-01-25 15:42:24] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:42:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1040, logits_fake: -0.0991
+[2025-01-25 15:42:25] (step=0122100) Train Loss: 0.3033, Train Steps/Sec: 1.99
+[2025-01-25 15:43:15] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:43:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0723, logits_fake: -0.0703
+[2025-01-25 15:43:15] (step=0122200) Train Loss: 0.2618, Train Steps/Sec: 1.98
+[2025-01-25 15:44:05] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:44:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2471, logits_fake: -0.2480
+[2025-01-25 15:44:06] (step=0122300) Train Loss: 0.3024, Train Steps/Sec: 1.99
+[2025-01-25 15:44:56] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9791, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:44:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2021, logits_fake: -0.2021
+[2025-01-25 15:44:56] (step=0122400) Train Loss: 0.2324, Train Steps/Sec: 1.98
+[2025-01-25 15:45:46] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:45:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1445
+[2025-01-25 15:45:47] (step=0122500) Train Loss: 0.3026, Train Steps/Sec: 1.94
+[2025-01-25 15:46:37] (Generator) rec_loss: 0.0408, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9830, generator_adv_loss: -0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:46:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0693, logits_fake: 0.0786
+[2025-01-25 15:46:38] (step=0122600) Train Loss: 0.2763, Train Steps/Sec: 1.99
+[2025-01-25 15:47:28] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0581, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:47:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1196, logits_fake: 0.1162
+[2025-01-25 15:47:28] (step=0122700) Train Loss: 0.1962, Train Steps/Sec: 1.99
+[2025-01-25 15:48:18] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: -0.0108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:48:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0273, logits_fake: 0.0216
+[2025-01-25 15:48:18] (step=0122800) Train Loss: 0.2615, Train Steps/Sec: 1.99
+[2025-01-25 15:49:08] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:49:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1719, logits_fake: -0.1777
+[2025-01-25 15:49:09] (step=0122900) Train Loss: 0.2921, Train Steps/Sec: 1.98
+[2025-01-25 15:49:59] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1602, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:50:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1299
+[2025-01-25 15:50:00] (step=0123000) Train Loss: 0.2418, Train Steps/Sec: 1.96
+[2025-01-25 15:50:50] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:50:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3125
+[2025-01-25 15:50:50] (step=0123100) Train Loss: 0.2996, Train Steps/Sec: 1.98
+[2025-01-25 15:51:40] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:51:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1572
+[2025-01-25 15:51:40] (step=0123200) Train Loss: 0.2925, Train Steps/Sec: 1.99
+[2025-01-25 15:52:31] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:52:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1709
+[2025-01-25 15:52:31] (step=0123300) Train Loss: 0.3114, Train Steps/Sec: 1.98
+[2025-01-25 15:53:21] (Generator) rec_loss: 0.0372, perceptual_loss: 0.1904, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0243, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:53:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0486
+[2025-01-25 15:53:21] (step=0123400) Train Loss: 0.3005, Train Steps/Sec: 1.99
+[2025-01-25 15:54:11] (Generator) rec_loss: 0.0356, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:54:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0771, logits_fake: -0.0713
+[2025-01-25 15:54:13] (step=0123500) Train Loss: 0.2771, Train Steps/Sec: 1.95
+[2025-01-25 15:55:03] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0908, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:55:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1816
+[2025-01-25 15:55:03] (step=0123600) Train Loss: 0.2604, Train Steps/Sec: 1.98
+[2025-01-25 15:55:53] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:55:53] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1406
+[2025-01-25 15:55:53] (step=0123700) Train Loss: 0.2718, Train Steps/Sec: 1.99
+[2025-01-25 15:56:43] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:56:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0913, logits_fake: -0.0879
+[2025-01-25 15:56:44] (step=0123800) Train Loss: 0.2888, Train Steps/Sec: 1.99
+[2025-01-25 15:57:34] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9793, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:57:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1641
+[2025-01-25 15:57:34] (step=0123900) Train Loss: 0.2645, Train Steps/Sec: 1.98
+[2025-01-25 15:58:24] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:58:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1572, logits_fake: -0.1562
+[2025-01-25 15:58:25] (step=0124000) Train Loss: 0.2824, Train Steps/Sec: 1.96
+[2025-01-25 15:59:15] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 15:59:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0532, logits_fake: -0.0454
+[2025-01-25 15:59:16] (step=0124100) Train Loss: 0.3512, Train Steps/Sec: 1.98
+[2025-01-25 16:00:05] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:00:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0723
+[2025-01-25 16:00:06] (step=0124200) Train Loss: 0.3067, Train Steps/Sec: 1.99
+[2025-01-25 16:00:56] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:00:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1240
+[2025-01-25 16:00:56] (step=0124300) Train Loss: 0.2674, Train Steps/Sec: 1.98
+[2025-01-25 16:01:46] (Generator) rec_loss: 0.0245, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:01:46] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0552, logits_fake: -0.0623
+[2025-01-25 16:01:46] (step=0124400) Train Loss: 0.3095, Train Steps/Sec: 1.99
+[2025-01-25 16:02:36] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:02:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2119
+[2025-01-25 16:02:38] (step=0124500) Train Loss: 0.2104, Train Steps/Sec: 1.96
+[2025-01-25 16:03:28] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1621, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:03:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0525, logits_fake: -0.0491
+[2025-01-25 16:03:28] (step=0124600) Train Loss: 0.3194, Train Steps/Sec: 1.98
+[2025-01-25 16:04:18] (Generator) rec_loss: 0.0241, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9833, generator_adv_loss: 0.0991, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:04:19] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1885, logits_fake: -0.1982
+[2025-01-25 16:04:19] (step=0124700) Train Loss: 0.2934, Train Steps/Sec: 1.97
+[2025-01-25 16:05:09] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:05:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1826
+[2025-01-25 16:05:09] (step=0124800) Train Loss: 0.3475, Train Steps/Sec: 1.99
+[2025-01-25 16:05:59] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:05:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2637
+[2025-01-25 16:05:59] (step=0124900) Train Loss: 0.3261, Train Steps/Sec: 1.99
+[2025-01-25 16:06:49] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9835, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9838, generator_adv_loss: 0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:06:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0635
+[2025-01-25 16:06:51] (step=0125000) Train Loss: 0.3271, Train Steps/Sec: 1.95
+[2025-01-25 16:07:41] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9824, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:07:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2021, logits_fake: -0.2090
+[2025-01-25 16:07:41] (step=0125100) Train Loss: 0.3390, Train Steps/Sec: 1.98
+[2025-01-25 16:07:42] Beginning epoch 25...
+[2025-01-25 16:08:34] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:08:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.1719
+[2025-01-25 16:08:35] (step=0125200) Train Loss: 0.2790, Train Steps/Sec: 1.87
+[2025-01-25 16:09:25] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0435, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:09:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0869
+[2025-01-25 16:09:25] (step=0125300) Train Loss: 0.3314, Train Steps/Sec: 1.99
+[2025-01-25 16:10:15] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9820, generator_adv_loss: -0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:10:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0664, logits_fake: 0.0659
+[2025-01-25 16:10:15] (step=0125400) Train Loss: 0.2681, Train Steps/Sec: 1.99
+[2025-01-25 16:11:06] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:11:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3574
+[2025-01-25 16:11:07] (step=0125500) Train Loss: 0.3139, Train Steps/Sec: 1.94
+[2025-01-25 16:11:57] (Generator) rec_loss: 0.0207, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:11:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1260
+[2025-01-25 16:11:57] (step=0125600) Train Loss: 0.3185, Train Steps/Sec: 1.99
+[2025-01-25 16:12:47] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:12:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2129
+[2025-01-25 16:12:48] (step=0125700) Train Loss: 0.3175, Train Steps/Sec: 1.98
+[2025-01-25 16:13:38] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.2197, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:13:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4434, logits_fake: -0.4395
+[2025-01-25 16:13:38] (step=0125800) Train Loss: 0.3122, Train Steps/Sec: 1.99
+[2025-01-25 16:14:28] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9829, generator_adv_loss: 0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:14:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2285
+[2025-01-25 16:14:29] (step=0125900) Train Loss: 0.3186, Train Steps/Sec: 1.98
+[2025-01-25 16:15:19] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:15:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3457
+[2025-01-25 16:15:20] (step=0126000) Train Loss: 0.2768, Train Steps/Sec: 1.95
+[2025-01-25 16:16:10] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:16:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2021
+[2025-01-25 16:16:11] (step=0126100) Train Loss: 0.2855, Train Steps/Sec: 1.97
+[2025-01-25 16:17:01] (Generator) rec_loss: 0.0222, perceptual_loss: 0.1572, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0200, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:17:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0430, logits_fake: -0.0400
+[2025-01-25 16:17:01] (step=0126200) Train Loss: 0.3136, Train Steps/Sec: 1.98
+[2025-01-25 16:17:51] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:17:51] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2812, logits_fake: -0.2871
+[2025-01-25 16:17:51] (step=0126300) Train Loss: 0.3333, Train Steps/Sec: 1.98
+[2025-01-25 16:18:42] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1641, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:18:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1523
+[2025-01-25 16:18:42] (step=0126400) Train Loss: 0.3563, Train Steps/Sec: 1.97
+[2025-01-25 16:19:32] (Generator) rec_loss: 0.0365, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:19:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3320
+[2025-01-25 16:19:34] (step=0126500) Train Loss: 0.3324, Train Steps/Sec: 1.94
+[2025-01-25 16:20:24] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:20:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2041
+[2025-01-25 16:20:24] (step=0126600) Train Loss: 0.3676, Train Steps/Sec: 1.98
+[2025-01-25 16:21:14] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:21:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1650, logits_fake: -0.1650
+[2025-01-25 16:21:14] (step=0126700) Train Loss: 0.3275, Train Steps/Sec: 1.99
+[2025-01-25 16:22:04] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1924, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:22:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3867, logits_fake: -0.3848
+[2025-01-25 16:22:05] (step=0126800) Train Loss: 0.3579, Train Steps/Sec: 1.99
+[2025-01-25 16:22:55] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:22:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1777
+[2025-01-25 16:22:56] (step=0126900) Train Loss: 0.3719, Train Steps/Sec: 1.97
+[2025-01-25 16:23:46] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1914, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:23:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3809, logits_fake: -0.3828
+[2025-01-25 16:23:47] (step=0127000) Train Loss: 0.3596, Train Steps/Sec: 1.94
+[2025-01-25 16:24:37] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:24:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1953, logits_fake: -0.1924
+[2025-01-25 16:24:37] (step=0127100) Train Loss: 0.2890, Train Steps/Sec: 1.99
+[2025-01-25 16:25:28] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1113, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:25:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2275, logits_fake: -0.2227
+[2025-01-25 16:25:28] (step=0127200) Train Loss: 0.3688, Train Steps/Sec: 1.98
+[2025-01-25 16:26:18] (Generator) rec_loss: 0.0224, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:26:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1152
+[2025-01-25 16:26:18] (step=0127300) Train Loss: 0.3135, Train Steps/Sec: 1.98
+[2025-01-25 16:27:08] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:27:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0605, logits_fake: -0.0623
+[2025-01-25 16:27:09] (step=0127400) Train Loss: 0.3350, Train Steps/Sec: 1.98
+[2025-01-25 16:27:59] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:28:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3184, logits_fake: -0.3125
+[2025-01-25 16:28:00] (step=0127500) Train Loss: 0.3308, Train Steps/Sec: 1.95
+[2025-01-25 16:28:50] (Generator) rec_loss: 0.0402, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:28:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1514
+[2025-01-25 16:28:50] (step=0127600) Train Loss: 0.3517, Train Steps/Sec: 1.99
+[2025-01-25 16:29:41] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9820, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:29:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2148
+[2025-01-25 16:29:41] (step=0127700) Train Loss: 0.3287, Train Steps/Sec: 1.97
+[2025-01-25 16:30:31] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:30:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1660
+[2025-01-25 16:30:31] (step=0127800) Train Loss: 0.3302, Train Steps/Sec: 1.99
+[2025-01-25 16:31:21] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0503, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:31:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1050, logits_fake: -0.1006
+[2025-01-25 16:31:21] (step=0127900) Train Loss: 0.2767, Train Steps/Sec: 1.99
+[2025-01-25 16:32:12] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1758, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:32:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0684
+[2025-01-25 16:32:13] (step=0128000) Train Loss: 0.3236, Train Steps/Sec: 1.94
+[2025-01-25 16:33:04] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:33:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1074, logits_fake: 0.1113
+[2025-01-25 16:33:04] (step=0128100) Train Loss: 0.2719, Train Steps/Sec: 1.97
+[2025-01-25 16:33:54] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0204, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:33:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0449, logits_fake: -0.0408
+[2025-01-25 16:33:54] (step=0128200) Train Loss: 0.2659, Train Steps/Sec: 1.99
+[2025-01-25 16:34:45] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9791, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:34:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2236, logits_fake: -0.2217
+[2025-01-25 16:34:45] (step=0128300) Train Loss: 0.2893, Train Steps/Sec: 1.98
+[2025-01-25 16:35:35] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:35:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1465
+[2025-01-25 16:35:35] (step=0128400) Train Loss: 0.3296, Train Steps/Sec: 1.99
+[2025-01-25 16:36:25] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9826, generator_adv_loss: -0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:36:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0461, logits_fake: 0.0437
+[2025-01-25 16:36:26] (step=0128500) Train Loss: 0.2906, Train Steps/Sec: 1.95
+[2025-01-25 16:37:16] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:37:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1201
+[2025-01-25 16:37:17] (step=0128600) Train Loss: 0.2844, Train Steps/Sec: 1.99
+[2025-01-25 16:38:07] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1797, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:38:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2139, logits_fake: -0.2090
+[2025-01-25 16:38:07] (step=0128700) Train Loss: 0.3306, Train Steps/Sec: 1.98
+[2025-01-25 16:38:57] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1699, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:38:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2441, logits_fake: -0.2461
+[2025-01-25 16:38:57] (step=0128800) Train Loss: 0.3301, Train Steps/Sec: 1.99
+[2025-01-25 16:39:47] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1602, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:39:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2344, logits_fake: -0.2373
+[2025-01-25 16:39:48] (step=0128900) Train Loss: 0.3437, Train Steps/Sec: 1.99
+[2025-01-25 16:40:38] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:40:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1611
+[2025-01-25 16:40:39] (step=0129000) Train Loss: 0.3040, Train Steps/Sec: 1.96
+[2025-01-25 16:41:29] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0435, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:41:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0884, logits_fake: -0.0869
+[2025-01-25 16:41:30] (step=0129100) Train Loss: 0.3015, Train Steps/Sec: 1.96
+[2025-01-25 16:42:20] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9793, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:42:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1562
+[2025-01-25 16:42:20] (step=0129200) Train Loss: 0.2984, Train Steps/Sec: 1.97
+[2025-01-25 16:43:10] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:43:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2295
+[2025-01-25 16:43:11] (step=0129300) Train Loss: 0.3299, Train Steps/Sec: 1.99
+[2025-01-25 16:44:01] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:44:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3770, logits_fake: -0.3770
+[2025-01-25 16:44:01] (step=0129400) Train Loss: 0.3511, Train Steps/Sec: 1.99
+[2025-01-25 16:44:51] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:44:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0757
+[2025-01-25 16:44:52] (step=0129500) Train Loss: 0.3060, Train Steps/Sec: 1.95
+[2025-01-25 16:45:42] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:45:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2148
+[2025-01-25 16:45:43] (step=0129600) Train Loss: 0.2868, Train Steps/Sec: 1.99
+[2025-01-25 16:46:33] (Generator) rec_loss: 0.0238, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0503, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:46:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.1006
+[2025-01-25 16:46:33] (step=0129700) Train Loss: 0.3265, Train Steps/Sec: 1.99
+[2025-01-25 16:47:23] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:47:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0488, logits_fake: 0.0500
+[2025-01-25 16:47:23] (step=0129800) Train Loss: 0.2794, Train Steps/Sec: 1.99
+[2025-01-25 16:48:13] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:48:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2578
+[2025-01-25 16:48:14] (step=0129900) Train Loss: 0.2820, Train Steps/Sec: 1.98
+[2025-01-25 16:49:04] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:49:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.0801
+[2025-01-25 16:49:05] (step=0130000) Train Loss: 0.3282, Train Steps/Sec: 1.94
+[2025-01-25 16:49:55] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1855, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:49:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3730, logits_fake: -0.3711
+[2025-01-25 16:49:56] (step=0130100) Train Loss: 0.3285, Train Steps/Sec: 1.98
+[2025-01-25 16:49:59] Beginning epoch 26...
+[2025-01-25 16:50:49] (Generator) rec_loss: 0.0365, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:50:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1904
+[2025-01-25 16:50:49] (step=0130200) Train Loss: 0.3324, Train Steps/Sec: 1.86
+[2025-01-25 16:51:39] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9828, generator_adv_loss: -0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:51:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0840, logits_fake: 0.0864
+[2025-01-25 16:51:40] (step=0130300) Train Loss: 0.2918, Train Steps/Sec: 1.99
+[2025-01-25 16:52:30] (Generator) rec_loss: 0.0401, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0121, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:52:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0261, logits_fake: 0.0243
+[2025-01-25 16:52:31] (step=0130400) Train Loss: 0.2563, Train Steps/Sec: 1.97
+[2025-01-25 16:53:21] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:53:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1348
+[2025-01-25 16:53:22] (step=0130500) Train Loss: 0.2675, Train Steps/Sec: 1.95
+[2025-01-25 16:54:12] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:54:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0938, logits_fake: -0.0933
+[2025-01-25 16:54:12] (step=0130600) Train Loss: 0.2673, Train Steps/Sec: 1.99
+[2025-01-25 16:55:02] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:55:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0315, logits_fake: -0.0315
+[2025-01-25 16:55:03] (step=0130700) Train Loss: 0.2957, Train Steps/Sec: 1.99
+[2025-01-25 16:55:53] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:55:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1855, logits_fake: -0.1865
+[2025-01-25 16:55:54] (step=0130800) Train Loss: 0.3466, Train Steps/Sec: 1.96
+[2025-01-25 16:56:44] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:56:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3008, logits_fake: -0.3008
+[2025-01-25 16:56:44] (step=0130900) Train Loss: 0.2792, Train Steps/Sec: 1.99
+[2025-01-25 16:57:34] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: 0.1235, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:57:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2471
+[2025-01-25 16:57:35] (step=0131000) Train Loss: 0.3910, Train Steps/Sec: 1.95
+[2025-01-25 16:58:25] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:58:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3613, logits_fake: -0.3574
+[2025-01-25 16:58:25] (step=0131100) Train Loss: 0.3713, Train Steps/Sec: 1.99
+[2025-01-25 16:59:16] (Generator) rec_loss: 0.0363, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2517, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 16:59:16] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0732, logits_fake: -0.0781
+[2025-01-25 16:59:16] (step=0131200) Train Loss: 0.3558, Train Steps/Sec: 1.98
+[2025-01-25 17:00:06] (Generator) rec_loss: 0.0407, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:00:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2090
+[2025-01-25 17:00:06] (step=0131300) Train Loss: 0.2876, Train Steps/Sec: 1.99
+[2025-01-25 17:00:56] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:00:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1885, logits_fake: -0.1846
+[2025-01-25 17:00:57] (step=0131400) Train Loss: 0.2862, Train Steps/Sec: 1.99
+[2025-01-25 17:01:47] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:01:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1553
+[2025-01-25 17:01:48] (step=0131500) Train Loss: 0.3094, Train Steps/Sec: 1.95
+[2025-01-25 17:02:38] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:02:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1338, logits_fake: 0.1328
+[2025-01-25 17:02:39] (step=0131600) Train Loss: 0.2381, Train Steps/Sec: 1.97
+[2025-01-25 17:03:29] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:03:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0192, logits_fake: -0.0177
+[2025-01-25 17:03:29] (step=0131700) Train Loss: 0.3090, Train Steps/Sec: 1.98
+[2025-01-25 17:04:20] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:04:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1279
+[2025-01-25 17:04:20] (step=0131800) Train Loss: 0.2987, Train Steps/Sec: 1.97
+[2025-01-25 17:05:10] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:05:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1147, logits_fake: -0.1152
+[2025-01-25 17:05:10] (step=0131900) Train Loss: 0.2955, Train Steps/Sec: 1.99
+[2025-01-25 17:06:00] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:06:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1602
+[2025-01-25 17:06:01] (step=0132000) Train Loss: 0.3427, Train Steps/Sec: 1.95
+[2025-01-25 17:06:51] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:06:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0664
+[2025-01-25 17:06:52] (step=0132100) Train Loss: 0.2705, Train Steps/Sec: 1.99
+[2025-01-25 17:07:42] (Generator) rec_loss: 0.0408, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:07:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1143
+[2025-01-25 17:07:42] (step=0132200) Train Loss: 0.2998, Train Steps/Sec: 1.98
+[2025-01-25 17:08:32] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9788, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:08:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3164
+[2025-01-25 17:08:33] (step=0132300) Train Loss: 0.3685, Train Steps/Sec: 1.98
+[2025-01-25 17:09:23] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:09:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1436
+[2025-01-25 17:09:23] (step=0132400) Train Loss: 0.3577, Train Steps/Sec: 1.98
+[2025-01-25 17:10:13] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9833, generator_adv_loss: 0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:10:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1494
+[2025-01-25 17:10:14] (step=0132500) Train Loss: 0.3221, Train Steps/Sec: 1.95
+[2025-01-25 17:11:05] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:11:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1377
+[2025-01-25 17:11:05] (step=0132600) Train Loss: 0.2942, Train Steps/Sec: 1.97
+[2025-01-25 17:11:55] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9786, generator_adv_loss: 0.0228, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:11:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0471, logits_fake: -0.0457
+[2025-01-25 17:11:56] (step=0132700) Train Loss: 0.2694, Train Steps/Sec: 1.98
+[2025-01-25 17:12:46] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:12:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0898, logits_fake: -0.0942
+[2025-01-25 17:12:46] (step=0132800) Train Loss: 0.2836, Train Steps/Sec: 1.99
+[2025-01-25 17:13:36] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.1167, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:13:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2314, logits_fake: -0.2334
+[2025-01-25 17:13:36] (step=0132900) Train Loss: 0.2929, Train Steps/Sec: 1.99
+[2025-01-25 17:14:27] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:14:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3125
+[2025-01-25 17:14:28] (step=0133000) Train Loss: 0.2851, Train Steps/Sec: 1.94
+[2025-01-25 17:15:18] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:15:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1030, logits_fake: -0.0991
+[2025-01-25 17:15:18] (step=0133100) Train Loss: 0.3127, Train Steps/Sec: 1.99
+[2025-01-25 17:16:08] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:16:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0781, logits_fake: -0.0791
+[2025-01-25 17:16:08] (step=0133200) Train Loss: 0.3361, Train Steps/Sec: 1.98
+[2025-01-25 17:16:59] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:16:59] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1611
+[2025-01-25 17:16:59] (step=0133300) Train Loss: 0.3032, Train Steps/Sec: 1.99
+[2025-01-25 17:17:49] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:17:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2061, logits_fake: -0.2109
+[2025-01-25 17:17:50] (step=0133400) Train Loss: 0.3086, Train Steps/Sec: 1.97
+[2025-01-25 17:18:40] (Generator) rec_loss: 0.0368, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9822, generator_adv_loss: -0.0173, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:18:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0366, logits_fake: 0.0347
+[2025-01-25 17:18:41] (step=0133500) Train Loss: 0.2198, Train Steps/Sec: 1.94
+[2025-01-25 17:19:31] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1934, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9835, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9828, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:19:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2070, logits_fake: -0.2080
+[2025-01-25 17:19:31] (step=0133600) Train Loss: 0.2370, Train Steps/Sec: 1.99
+[2025-01-25 17:20:21] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:20:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0002, logits_fake: 0.0014
+[2025-01-25 17:20:22] (step=0133700) Train Loss: 0.2780, Train Steps/Sec: 1.99
+[2025-01-25 17:21:12] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1611, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:21:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1123
+[2025-01-25 17:21:12] (step=0133800) Train Loss: 0.2952, Train Steps/Sec: 1.99
+[2025-01-25 17:22:02] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:22:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1719
+[2025-01-25 17:22:03] (step=0133900) Train Loss: 0.2288, Train Steps/Sec: 1.98
+[2025-01-25 17:22:53] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:22:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.1279
+[2025-01-25 17:22:54] (step=0134000) Train Loss: 0.2781, Train Steps/Sec: 1.94
+[2025-01-25 17:23:44] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:23:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1138
+[2025-01-25 17:23:45] (step=0134100) Train Loss: 0.2276, Train Steps/Sec: 1.98
+[2025-01-25 17:24:35] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:24:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0238, logits_fake: -0.0212
+[2025-01-25 17:24:35] (step=0134200) Train Loss: 0.3107, Train Steps/Sec: 1.99
+[2025-01-25 17:25:25] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:25:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1201
+[2025-01-25 17:25:25] (step=0134300) Train Loss: 0.2604, Train Steps/Sec: 1.99
+[2025-01-25 17:26:15] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:26:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0613, logits_fake: -0.0659
+[2025-01-25 17:26:15] (step=0134400) Train Loss: 0.2535, Train Steps/Sec: 1.99
+[2025-01-25 17:27:06] (Generator) rec_loss: 0.0375, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:27:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1128
+[2025-01-25 17:27:07] (step=0134500) Train Loss: 0.2666, Train Steps/Sec: 1.94
+[2025-01-25 17:27:57] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:27:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0713, logits_fake: -0.0728
+[2025-01-25 17:27:58] (step=0134600) Train Loss: 0.3015, Train Steps/Sec: 1.98
+[2025-01-25 17:28:48] (Generator) rec_loss: 0.0436, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9785, generator_adv_loss: -0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:28:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0811, logits_fake: 0.0845
+[2025-01-25 17:28:48] (step=0134700) Train Loss: 0.2997, Train Steps/Sec: 1.99
+[2025-01-25 17:29:38] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0908, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:29:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1836, logits_fake: -0.1816
+[2025-01-25 17:29:39] (step=0134800) Train Loss: 0.2848, Train Steps/Sec: 1.97
+[2025-01-25 17:30:29] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:30:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1245
+[2025-01-25 17:30:29] (step=0134900) Train Loss: 0.2667, Train Steps/Sec: 1.98
+[2025-01-25 17:31:19] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:31:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0520, logits_fake: -0.0508
+[2025-01-25 17:31:20] (step=0135000) Train Loss: 0.2924, Train Steps/Sec: 1.95
+[2025-01-25 17:32:11] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:32:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0830, logits_fake: -0.0801
+[2025-01-25 17:32:11] (step=0135100) Train Loss: 0.2714, Train Steps/Sec: 1.98
+[2025-01-25 17:32:16] Beginning epoch 27...
+[2025-01-25 17:33:05] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:33:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1416
+[2025-01-25 17:33:05] (step=0135200) Train Loss: 0.2954, Train Steps/Sec: 1.85
+[2025-01-25 17:33:55] (Generator) rec_loss: 0.0209, perceptual_loss: 0.1572, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:33:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1621
+[2025-01-25 17:33:55] (step=0135300) Train Loss: 0.2944, Train Steps/Sec: 1.99
+[2025-01-25 17:34:45] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:34:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1348
+[2025-01-25 17:34:45] (step=0135400) Train Loss: 0.3029, Train Steps/Sec: 1.99
+[2025-01-25 17:35:35] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:35:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1641
+[2025-01-25 17:35:37] (step=0135500) Train Loss: 0.2967, Train Steps/Sec: 1.95
+[2025-01-25 17:36:27] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:36:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2344
+[2025-01-25 17:36:27] (step=0135600) Train Loss: 0.3066, Train Steps/Sec: 1.98
+[2025-01-25 17:37:17] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:37:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2578
+[2025-01-25 17:37:17] (step=0135700) Train Loss: 0.2834, Train Steps/Sec: 1.99
+[2025-01-25 17:38:07] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:38:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.2012
+[2025-01-25 17:38:08] (step=0135800) Train Loss: 0.2911, Train Steps/Sec: 1.99
+[2025-01-25 17:38:58] (Generator) rec_loss: 0.0247, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:38:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0991, logits_fake: -0.1016
+[2025-01-25 17:38:58] (step=0135900) Train Loss: 0.3091, Train Steps/Sec: 1.99
+[2025-01-25 17:39:48] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0294, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:39:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0623, logits_fake: -0.0588
+[2025-01-25 17:39:49] (step=0136000) Train Loss: 0.3062, Train Steps/Sec: 1.96
+[2025-01-25 17:40:40] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:40:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.1719
+[2025-01-25 17:40:40] (step=0136100) Train Loss: 0.2801, Train Steps/Sec: 1.97
+[2025-01-25 17:41:30] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:41:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2695, logits_fake: -0.2734
+[2025-01-25 17:41:30] (step=0136200) Train Loss: 0.2963, Train Steps/Sec: 1.99
+[2025-01-25 17:42:21] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:42:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1846, logits_fake: -0.1797
+[2025-01-25 17:42:21] (step=0136300) Train Loss: 0.2889, Train Steps/Sec: 1.98
+[2025-01-25 17:43:11] (Generator) rec_loss: 0.0370, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0278, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:43:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0586, logits_fake: 0.0557
+[2025-01-25 17:43:11] (step=0136400) Train Loss: 0.2880, Train Steps/Sec: 1.99
+[2025-01-25 17:44:01] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:44:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1719, logits_fake: -0.1689
+[2025-01-25 17:44:02] (step=0136500) Train Loss: 0.2780, Train Steps/Sec: 1.96
+[2025-01-25 17:44:52] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0124, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:44:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0253, logits_fake: -0.0248
+[2025-01-25 17:44:52] (step=0136600) Train Loss: 0.3001, Train Steps/Sec: 1.99
+[2025-01-25 17:45:43] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:45:43] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2451, logits_fake: -0.2500
+[2025-01-25 17:45:43] (step=0136700) Train Loss: 0.3007, Train Steps/Sec: 1.98
+[2025-01-25 17:46:33] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9815, generator_adv_loss: -0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:46:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2051, logits_fake: 0.2109
+[2025-01-25 17:46:34] (step=0136800) Train Loss: 0.2845, Train Steps/Sec: 1.98
+[2025-01-25 17:47:24] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:47:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1387
+[2025-01-25 17:47:24] (step=0136900) Train Loss: 0.2748, Train Steps/Sec: 1.99
+[2025-01-25 17:48:14] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:48:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1299, logits_fake: -0.1309
+[2025-01-25 17:48:15] (step=0137000) Train Loss: 0.2967, Train Steps/Sec: 1.94
+[2025-01-25 17:49:06] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:49:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2148, logits_fake: -0.2168
+[2025-01-25 17:49:06] (step=0137100) Train Loss: 0.2809, Train Steps/Sec: 1.98
+[2025-01-25 17:49:56] (Generator) rec_loss: 0.0236, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:49:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1631, logits_fake: -0.1621
+[2025-01-25 17:49:56] (step=0137200) Train Loss: 0.3159, Train Steps/Sec: 1.98
+[2025-01-25 17:50:46] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:50:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0525
+[2025-01-25 17:50:47] (step=0137300) Train Loss: 0.2600, Train Steps/Sec: 1.99
+[2025-01-25 17:51:37] (Generator) rec_loss: 0.0461, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9780, generator_adv_loss: 0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:51:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0845, logits_fake: -0.0854
+[2025-01-25 17:51:37] (step=0137400) Train Loss: 0.2691, Train Steps/Sec: 1.99
+[2025-01-25 17:52:27] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:52:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1064, logits_fake: -0.1055
+[2025-01-25 17:52:29] (step=0137500) Train Loss: 0.2576, Train Steps/Sec: 1.94
+[2025-01-25 17:53:19] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:53:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0251, logits_fake: 0.0330
+[2025-01-25 17:53:19] (step=0137600) Train Loss: 0.2932, Train Steps/Sec: 1.99
+[2025-01-25 17:54:09] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:54:09] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0938
+[2025-01-25 17:54:09] (step=0137700) Train Loss: 0.3045, Train Steps/Sec: 1.99
+[2025-01-25 17:54:59] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:55:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0801, logits_fake: -0.0811
+[2025-01-25 17:55:00] (step=0137800) Train Loss: 0.2947, Train Steps/Sec: 1.99
+[2025-01-25 17:55:50] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9838, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9836, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:55:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2090, logits_fake: -0.2090
+[2025-01-25 17:55:50] (step=0137900) Train Loss: 0.3021, Train Steps/Sec: 1.98
+[2025-01-25 17:56:40] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0278, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:56:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0510, logits_fake: -0.0557
+[2025-01-25 17:56:41] (step=0138000) Train Loss: 0.2588, Train Steps/Sec: 1.95
+[2025-01-25 17:57:31] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:57:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1621
+[2025-01-25 17:57:32] (step=0138100) Train Loss: 0.3257, Train Steps/Sec: 1.99
+[2025-01-25 17:58:22] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9824, generator_adv_loss: -0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:58:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0466, logits_fake: 0.0444
+[2025-01-25 17:58:22] (step=0138200) Train Loss: 0.2793, Train Steps/Sec: 1.99
+[2025-01-25 17:59:12] (Generator) rec_loss: 0.0377, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 17:59:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0908, logits_fake: -0.0874
+[2025-01-25 17:59:13] (step=0138300) Train Loss: 0.2531, Train Steps/Sec: 1.97
+[2025-01-25 18:00:03] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:00:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1543
+[2025-01-25 18:00:03] (step=0138400) Train Loss: 0.3294, Train Steps/Sec: 1.99
+[2025-01-25 18:00:53] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:00:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2090, logits_fake: -0.2080
+[2025-01-25 18:00:55] (step=0138500) Train Loss: 0.3268, Train Steps/Sec: 1.94
+[2025-01-25 18:01:45] (Generator) rec_loss: 0.0238, perceptual_loss: 0.1650, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:01:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1377
+[2025-01-25 18:01:45] (step=0138600) Train Loss: 0.3226, Train Steps/Sec: 1.99
+[2025-01-25 18:02:35] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:02:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0791, logits_fake: -0.0776
+[2025-01-25 18:02:35] (step=0138700) Train Loss: 0.2963, Train Steps/Sec: 1.99
+[2025-01-25 18:03:25] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0125, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:03:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0243, logits_fake: 0.0250
+[2025-01-25 18:03:25] (step=0138800) Train Loss: 0.2507, Train Steps/Sec: 1.99
+[2025-01-25 18:04:16] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:04:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1152
+[2025-01-25 18:04:16] (step=0138900) Train Loss: 0.2441, Train Steps/Sec: 1.98
+[2025-01-25 18:05:06] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:05:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1855, logits_fake: -0.1807
+[2025-01-25 18:05:07] (step=0139000) Train Loss: 0.2791, Train Steps/Sec: 1.95
+[2025-01-25 18:05:58] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:05:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1543, logits_fake: 0.1523
+[2025-01-25 18:05:58] (step=0139100) Train Loss: 0.2775, Train Steps/Sec: 1.98
+[2025-01-25 18:06:48] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:06:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2559
+[2025-01-25 18:06:48] (step=0139200) Train Loss: 0.2726, Train Steps/Sec: 1.99
+[2025-01-25 18:07:39] (Generator) rec_loss: 0.0229, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:07:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.0864
+[2025-01-25 18:07:39] (step=0139300) Train Loss: 0.3156, Train Steps/Sec: 1.97
+[2025-01-25 18:08:29] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:08:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1719
+[2025-01-25 18:08:30] (step=0139400) Train Loss: 0.3241, Train Steps/Sec: 1.98
+[2025-01-25 18:09:20] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:09:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0864, logits_fake: -0.0928
+[2025-01-25 18:09:21] (step=0139500) Train Loss: 0.2908, Train Steps/Sec: 1.96
+[2025-01-25 18:10:11] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:10:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2236
+[2025-01-25 18:10:11] (step=0139600) Train Loss: 0.2867, Train Steps/Sec: 1.99
+[2025-01-25 18:11:01] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0110, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:11:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0194, logits_fake: 0.0221
+[2025-01-25 18:11:02] (step=0139700) Train Loss: 0.2911, Train Steps/Sec: 1.97
+[2025-01-25 18:11:52] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:11:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0732, logits_fake: -0.0698
+[2025-01-25 18:11:52] (step=0139800) Train Loss: 0.2848, Train Steps/Sec: 1.99
+[2025-01-25 18:12:42] (Generator) rec_loss: 0.0353, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0957, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:12:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1914
+[2025-01-25 18:12:42] (step=0139900) Train Loss: 0.2685, Train Steps/Sec: 1.99
+[2025-01-25 18:13:32] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:13:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1475, logits_fake: -0.1426
+[2025-01-25 18:13:33] (step=0140000) Train Loss: 0.2924, Train Steps/Sec: 1.96
+[2025-01-25 18:14:24] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:14:24] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0918
+[2025-01-25 18:14:24] (step=0140100) Train Loss: 0.2959, Train Steps/Sec: 1.98
+[2025-01-25 18:14:31] Beginning epoch 28...
+[2025-01-25 18:15:18] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:15:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0708
+[2025-01-25 18:15:18] (step=0140200) Train Loss: 0.2932, Train Steps/Sec: 1.84
+[2025-01-25 18:16:08] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:16:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2051
+[2025-01-25 18:16:09] (step=0140300) Train Loss: 0.2868, Train Steps/Sec: 1.99
+[2025-01-25 18:16:58] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:16:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1367
+[2025-01-25 18:16:59] (step=0140400) Train Loss: 0.2838, Train Steps/Sec: 1.99
+[2025-01-25 18:17:49] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:17:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1328
+[2025-01-25 18:17:50] (step=0140500) Train Loss: 0.2782, Train Steps/Sec: 1.94
+[2025-01-25 18:18:40] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:18:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1123
+[2025-01-25 18:18:41] (step=0140600) Train Loss: 0.3015, Train Steps/Sec: 1.99
+[2025-01-25 18:19:31] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:19:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1729
+[2025-01-25 18:19:31] (step=0140700) Train Loss: 0.2850, Train Steps/Sec: 1.98
+[2025-01-25 18:20:21] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0179, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:20:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0378, logits_fake: -0.0359
+[2025-01-25 18:20:21] (step=0140800) Train Loss: 0.3238, Train Steps/Sec: 1.99
+[2025-01-25 18:21:11] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:21:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2422, logits_fake: -0.2461
+[2025-01-25 18:21:12] (step=0140900) Train Loss: 0.2817, Train Steps/Sec: 1.99
+[2025-01-25 18:22:02] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1611, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:22:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1230
+[2025-01-25 18:22:03] (step=0141000) Train Loss: 0.3058, Train Steps/Sec: 1.95
+[2025-01-25 18:22:53] (Generator) rec_loss: 0.0363, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:22:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2617
+[2025-01-25 18:22:53] (step=0141100) Train Loss: 0.3382, Train Steps/Sec: 1.98
+[2025-01-25 18:23:44] (Generator) rec_loss: 0.0455, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:23:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0703
+[2025-01-25 18:23:44] (step=0141200) Train Loss: 0.2977, Train Steps/Sec: 1.98
+[2025-01-25 18:24:34] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:24:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0640, logits_fake: -0.0630
+[2025-01-25 18:24:35] (step=0141300) Train Loss: 0.2755, Train Steps/Sec: 1.98
+[2025-01-25 18:25:25] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9785, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9777, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:25:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1006, logits_fake: -0.1045
+[2025-01-25 18:25:25] (step=0141400) Train Loss: 0.2997, Train Steps/Sec: 1.99
+[2025-01-25 18:26:15] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9829, generator_adv_loss: 0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:26:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0405, logits_fake: -0.0449
+[2025-01-25 18:26:16] (step=0141500) Train Loss: 0.2453, Train Steps/Sec: 1.94
+[2025-01-25 18:27:07] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:27:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0898, logits_fake: -0.0938
+[2025-01-25 18:27:07] (step=0141600) Train Loss: 0.2810, Train Steps/Sec: 1.98
+[2025-01-25 18:27:57] (Generator) rec_loss: 0.0347, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0073, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:27:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0129, logits_fake: -0.0146
+[2025-01-25 18:27:57] (step=0141700) Train Loss: 0.2894, Train Steps/Sec: 1.99
+[2025-01-25 18:28:47] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1836, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2518, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:28:48] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1709
+[2025-01-25 18:28:48] (step=0141800) Train Loss: 0.2391, Train Steps/Sec: 1.99
+[2025-01-25 18:29:38] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:29:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0664, logits_fake: -0.0649
+[2025-01-25 18:29:38] (step=0141900) Train Loss: 0.3141, Train Steps/Sec: 1.98
+[2025-01-25 18:30:28] (Generator) rec_loss: 0.0224, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:30:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1396
+[2025-01-25 18:30:29] (step=0142000) Train Loss: 0.2503, Train Steps/Sec: 1.95
+[2025-01-25 18:31:20] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:31:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1553
+[2025-01-25 18:31:20] (step=0142100) Train Loss: 0.2561, Train Steps/Sec: 1.98
+[2025-01-25 18:32:10] (Generator) rec_loss: 0.0233, perceptual_loss: 0.1562, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:32:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2500, logits_fake: -0.2520
+[2025-01-25 18:32:10] (step=0142200) Train Loss: 0.3503, Train Steps/Sec: 1.99
+[2025-01-25 18:33:00] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:33:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0811, logits_fake: -0.0811
+[2025-01-25 18:33:01] (step=0142300) Train Loss: 0.2899, Train Steps/Sec: 1.98
+[2025-01-25 18:33:51] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:33:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2471, logits_fake: -0.2480
+[2025-01-25 18:33:51] (step=0142400) Train Loss: 0.3043, Train Steps/Sec: 1.99
+[2025-01-25 18:34:41] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2529, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:34:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1572
+[2025-01-25 18:34:42] (step=0142500) Train Loss: 0.3005, Train Steps/Sec: 1.95
+[2025-01-25 18:35:32] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:35:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2412, logits_fake: -0.2461
+[2025-01-25 18:35:33] (step=0142600) Train Loss: 0.3741, Train Steps/Sec: 1.99
+[2025-01-25 18:36:23] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9836, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:36:23] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1562
+[2025-01-25 18:36:23] (step=0142700) Train Loss: 0.3351, Train Steps/Sec: 1.98
+[2025-01-25 18:37:13] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:37:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1045, logits_fake: -0.1055
+[2025-01-25 18:37:13] (step=0142800) Train Loss: 0.3145, Train Steps/Sec: 1.99
+[2025-01-25 18:38:04] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0337, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:38:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0698, logits_fake: -0.0674
+[2025-01-25 18:38:04] (step=0142900) Train Loss: 0.2734, Train Steps/Sec: 1.98
+[2025-01-25 18:38:54] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:38:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1797
+[2025-01-25 18:38:55] (step=0143000) Train Loss: 0.2956, Train Steps/Sec: 1.94
+[2025-01-25 18:39:45] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0209, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:39:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0393, logits_fake: -0.0417
+[2025-01-25 18:39:46] (step=0143100) Train Loss: 0.2621, Train Steps/Sec: 1.99
+[2025-01-25 18:40:36] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1050, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:40:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2080, logits_fake: -0.2100
+[2025-01-25 18:40:36] (step=0143200) Train Loss: 0.3286, Train Steps/Sec: 1.99
+[2025-01-25 18:41:26] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0991, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:41:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1953, logits_fake: -0.1982
+[2025-01-25 18:41:26] (step=0143300) Train Loss: 0.3310, Train Steps/Sec: 1.99
+[2025-01-25 18:42:17] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:42:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2559
+[2025-01-25 18:42:17] (step=0143400) Train Loss: 0.2975, Train Steps/Sec: 1.98
+[2025-01-25 18:43:07] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:43:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2148, logits_fake: -0.2217
+[2025-01-25 18:43:08] (step=0143500) Train Loss: 0.3169, Train Steps/Sec: 1.95
+[2025-01-25 18:43:58] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:43:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1807, logits_fake: -0.1855
+[2025-01-25 18:43:59] (step=0143600) Train Loss: 0.3299, Train Steps/Sec: 1.99
+[2025-01-25 18:44:49] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1953, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9780, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:44:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1650, logits_fake: -0.1621
+[2025-01-25 18:44:49] (step=0143700) Train Loss: 0.3096, Train Steps/Sec: 1.98
+[2025-01-25 18:45:39] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1973, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:45:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1270, logits_fake: 0.1230
+[2025-01-25 18:45:40] (step=0143800) Train Loss: 0.2454, Train Steps/Sec: 1.98
+[2025-01-25 18:46:30] (Generator) rec_loss: 0.0347, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1445, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:46:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2852, logits_fake: -0.2891
+[2025-01-25 18:46:30] (step=0143900) Train Loss: 0.3059, Train Steps/Sec: 1.99
+[2025-01-25 18:47:20] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:47:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1128, logits_fake: -0.1113
+[2025-01-25 18:47:21] (step=0144000) Train Loss: 0.3234, Train Steps/Sec: 1.95
+[2025-01-25 18:48:12] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0100, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:48:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0239, logits_fake: -0.0200
+[2025-01-25 18:48:12] (step=0144100) Train Loss: 0.2693, Train Steps/Sec: 1.98
+[2025-01-25 18:49:02] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1621, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:49:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1621
+[2025-01-25 18:49:02] (step=0144200) Train Loss: 0.3191, Train Steps/Sec: 1.99
+[2025-01-25 18:49:52] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:49:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1216
+[2025-01-25 18:49:52] (step=0144300) Train Loss: 0.2976, Train Steps/Sec: 1.99
+[2025-01-25 18:50:42] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9833, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:50:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1377
+[2025-01-25 18:50:43] (step=0144400) Train Loss: 0.3002, Train Steps/Sec: 1.99
+[2025-01-25 18:51:33] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:51:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2910, logits_fake: -0.2910
+[2025-01-25 18:51:34] (step=0144500) Train Loss: 0.3285, Train Steps/Sec: 1.94
+[2025-01-25 18:52:24] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:52:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2139
+[2025-01-25 18:52:25] (step=0144600) Train Loss: 0.2872, Train Steps/Sec: 1.99
+[2025-01-25 18:53:15] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:53:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2178
+[2025-01-25 18:53:15] (step=0144700) Train Loss: 0.3378, Train Steps/Sec: 1.99
+[2025-01-25 18:54:05] (Generator) rec_loss: 0.0230, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9784, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:54:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1089, logits_fake: -0.1118
+[2025-01-25 18:54:05] (step=0144800) Train Loss: 0.3250, Train Steps/Sec: 1.99
+[2025-01-25 18:54:55] (Generator) rec_loss: 0.0389, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0288, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:54:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0576
+[2025-01-25 18:54:55] (step=0144900) Train Loss: 0.3062, Train Steps/Sec: 1.99
+[2025-01-25 18:55:46] (Generator) rec_loss: 0.0221, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9796, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:55:47] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3301, logits_fake: -0.3359
+[2025-01-25 18:55:47] (step=0145000) Train Loss: 0.3342, Train Steps/Sec: 1.95
+[2025-01-25 18:56:37] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:56:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2012, logits_fake: -0.2002
+[2025-01-25 18:56:37] (step=0145100) Train Loss: 0.3285, Train Steps/Sec: 1.99
+[2025-01-25 18:56:46] Beginning epoch 29...
+[2025-01-25 18:57:31] (Generator) rec_loss: 0.0343, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:57:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0796
+[2025-01-25 18:57:31] (step=0145200) Train Loss: 0.3313, Train Steps/Sec: 1.85
+[2025-01-25 18:58:21] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0306, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:58:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0591, logits_fake: -0.0613
+[2025-01-25 18:58:21] (step=0145300) Train Loss: 0.2737, Train Steps/Sec: 1.99
+[2025-01-25 18:59:11] (Generator) rec_loss: 0.0385, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 18:59:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0498, logits_fake: -0.0437
+[2025-01-25 18:59:12] (step=0145400) Train Loss: 0.2193, Train Steps/Sec: 1.99
+[2025-01-25 19:00:02] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1758, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:00:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2676
+[2025-01-25 19:00:03] (step=0145500) Train Loss: 0.3088, Train Steps/Sec: 1.95
+[2025-01-25 19:00:53] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:00:53] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1396
+[2025-01-25 19:00:53] (step=0145600) Train Loss: 0.3014, Train Steps/Sec: 1.98
+[2025-01-25 19:01:44] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:01:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2197, logits_fake: -0.2207
+[2025-01-25 19:01:44] (step=0145700) Train Loss: 0.2968, Train Steps/Sec: 1.98
+[2025-01-25 19:02:34] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:02:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2334, logits_fake: -0.2275
+[2025-01-25 19:02:34] (step=0145800) Train Loss: 0.3329, Train Steps/Sec: 1.98
+[2025-01-25 19:03:39] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:03:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1592
+[2025-01-25 19:03:39] (step=0145900) Train Loss: 0.3163, Train Steps/Sec: 1.54
+[2025-01-25 19:04:29] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:04:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1777
+[2025-01-25 19:04:31] (step=0146000) Train Loss: 0.2770, Train Steps/Sec: 1.94
+[2025-01-25 19:05:21] (Generator) rec_loss: 0.0223, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0022, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:05:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0078, logits_fake: 0.0045
+[2025-01-25 19:05:21] (step=0146100) Train Loss: 0.3014, Train Steps/Sec: 1.98
+[2025-01-25 19:06:11] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9835, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:06:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1143, logits_fake: -0.1138
+[2025-01-25 19:06:12] (step=0146200) Train Loss: 0.2320, Train Steps/Sec: 1.99
+[2025-01-25 19:07:01] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9829, generator_adv_loss: -0.0430, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:07:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.0859
+[2025-01-25 19:07:02] (step=0146300) Train Loss: 0.2666, Train Steps/Sec: 1.99
+[2025-01-25 19:07:52] (Generator) rec_loss: 0.0238, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:07:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0151, logits_fake: -0.0167
+[2025-01-25 19:07:52] (step=0146400) Train Loss: 0.2503, Train Steps/Sec: 1.98
+[2025-01-25 19:08:42] (Generator) rec_loss: 0.0229, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0947, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:08:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.1895
+[2025-01-25 19:08:43] (step=0146500) Train Loss: 0.2784, Train Steps/Sec: 1.96
+[2025-01-25 19:09:33] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:09:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0018, logits_fake: -0.0010
+[2025-01-25 19:09:34] (step=0146600) Train Loss: 0.2830, Train Steps/Sec: 1.99
+[2025-01-25 19:10:24] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0013, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:10:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0024, logits_fake: 0.0026
+[2025-01-25 19:10:24] (step=0146700) Train Loss: 0.2381, Train Steps/Sec: 1.99
+[2025-01-25 19:11:14] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:11:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1235, logits_fake: -0.1230
+[2025-01-25 19:11:14] (step=0146800) Train Loss: 0.2463, Train Steps/Sec: 1.98
+[2025-01-25 19:12:04] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:12:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1475, logits_fake: -0.1416
+[2025-01-25 19:12:05] (step=0146900) Train Loss: 0.3008, Train Steps/Sec: 1.99
+[2025-01-25 19:12:55] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:12:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0874, logits_fake: -0.0894
+[2025-01-25 19:12:56] (step=0147000) Train Loss: 0.3011, Train Steps/Sec: 1.95
+[2025-01-25 19:13:46] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:13:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1592
+[2025-01-25 19:13:46] (step=0147100) Train Loss: 0.3124, Train Steps/Sec: 1.98
+[2025-01-25 19:14:37] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:14:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0781, logits_fake: -0.0747
+[2025-01-25 19:14:37] (step=0147200) Train Loss: 0.2524, Train Steps/Sec: 1.98
+[2025-01-25 19:15:27] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:15:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2656
+[2025-01-25 19:15:27] (step=0147300) Train Loss: 0.3250, Train Steps/Sec: 1.99
+[2025-01-25 19:16:17] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: 0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:16:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2695, logits_fake: -0.2676
+[2025-01-25 19:16:18] (step=0147400) Train Loss: 0.3444, Train Steps/Sec: 1.98
+[2025-01-25 19:17:08] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9789, generator_adv_loss: 0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:17:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2285, logits_fake: -0.2305
+[2025-01-25 19:17:09] (step=0147500) Train Loss: 0.3392, Train Steps/Sec: 1.95
+[2025-01-25 19:17:59] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:17:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0864, logits_fake: -0.0835
+[2025-01-25 19:17:59] (step=0147600) Train Loss: 0.2497, Train Steps/Sec: 1.99
+[2025-01-25 19:18:49] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1641, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:18:49] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0625, logits_fake: 0.0579
+[2025-01-25 19:18:49] (step=0147700) Train Loss: 0.2996, Train Steps/Sec: 1.99
+[2025-01-25 19:19:40] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:19:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1943, logits_fake: -0.1973
+[2025-01-25 19:19:40] (step=0147800) Train Loss: 0.2551, Train Steps/Sec: 1.98
+[2025-01-25 19:20:30] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9793, generator_adv_loss: 0.0117, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:20:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0277, logits_fake: -0.0233
+[2025-01-25 19:20:30] (step=0147900) Train Loss: 0.2928, Train Steps/Sec: 1.99
+[2025-01-25 19:21:21] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1650, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:21:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2217
+[2025-01-25 19:21:22] (step=0148000) Train Loss: 0.2631, Train Steps/Sec: 1.94
+[2025-01-25 19:22:12] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0186, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:22:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0366, logits_fake: -0.0371
+[2025-01-25 19:22:12] (step=0148100) Train Loss: 0.2339, Train Steps/Sec: 1.98
+[2025-01-25 19:23:03] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:23:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0991, logits_fake: -0.0938
+[2025-01-25 19:23:03] (step=0148200) Train Loss: 0.2959, Train Steps/Sec: 1.98
+[2025-01-25 19:23:53] (Generator) rec_loss: 0.0226, perceptual_loss: 0.1572, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:23:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0791, logits_fake: -0.0796
+[2025-01-25 19:23:53] (step=0148300) Train Loss: 0.2695, Train Steps/Sec: 1.99
+[2025-01-25 19:24:43] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0752, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:24:44] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1504
+[2025-01-25 19:24:44] (step=0148400) Train Loss: 0.2847, Train Steps/Sec: 1.99
+[2025-01-25 19:25:34] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:25:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3203
+[2025-01-25 19:25:35] (step=0148500) Train Loss: 0.3395, Train Steps/Sec: 1.95
+[2025-01-25 19:26:25] (Generator) rec_loss: 0.0358, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0938, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:26:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1875
+[2025-01-25 19:26:25] (step=0148600) Train Loss: 0.3323, Train Steps/Sec: 1.97
+[2025-01-25 19:27:15] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:27:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2656
+[2025-01-25 19:27:16] (step=0148700) Train Loss: 0.3414, Train Steps/Sec: 1.99
+[2025-01-25 19:28:06] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0884, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:28:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1768
+[2025-01-25 19:28:06] (step=0148800) Train Loss: 0.3163, Train Steps/Sec: 1.99
+[2025-01-25 19:28:56] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:28:56] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2090
+[2025-01-25 19:28:56] (step=0148900) Train Loss: 0.3054, Train Steps/Sec: 1.99
+[2025-01-25 19:29:47] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:29:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0129, logits_fake: -0.0123
+[2025-01-25 19:29:48] (step=0149000) Train Loss: 0.2714, Train Steps/Sec: 1.95
+[2025-01-25 19:30:38] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9784, generator_adv_loss: 0.0199, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:30:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0398
+[2025-01-25 19:30:38] (step=0149100) Train Loss: 0.2638, Train Steps/Sec: 1.99
+[2025-01-25 19:31:28] (Generator) rec_loss: 0.0322, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0430, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:31:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0850, logits_fake: -0.0859
+[2025-01-25 19:31:28] (step=0149200) Train Loss: 0.2672, Train Steps/Sec: 1.99
+[2025-01-25 19:32:18] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:32:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0225, logits_fake: -0.0101
+[2025-01-25 19:32:19] (step=0149300) Train Loss: 0.2568, Train Steps/Sec: 1.99
+[2025-01-25 19:33:09] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1562, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0004, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:33:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0009, logits_fake: -0.0007
+[2025-01-25 19:33:09] (step=0149400) Train Loss: 0.2652, Train Steps/Sec: 1.98
+[2025-01-25 19:33:59] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1641, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:34:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2480
+[2025-01-25 19:34:01] (step=0149500) Train Loss: 0.2716, Train Steps/Sec: 1.95
+[2025-01-25 19:34:51] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9788, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:34:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1147, logits_fake: 0.1123
+[2025-01-25 19:34:51] (step=0149600) Train Loss: 0.1815, Train Steps/Sec: 1.98
+[2025-01-25 19:35:41] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:35:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0061, logits_fake: -0.0060
+[2025-01-25 19:35:41] (step=0149700) Train Loss: 0.2085, Train Steps/Sec: 1.99
+[2025-01-25 19:36:31] (Generator) rec_loss: 0.0189, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:36:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2061, logits_fake: -0.2012
+[2025-01-25 19:36:32] (step=0149800) Train Loss: 0.2895, Train Steps/Sec: 1.99
+[2025-01-25 19:37:22] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:37:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1245, logits_fake: -0.1182
+[2025-01-25 19:37:22] (step=0149900) Train Loss: 0.2925, Train Steps/Sec: 1.99
+[2025-01-25 19:38:12] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:38:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0126, logits_fake: -0.0137
+[2025-01-25 19:38:13] (step=0150000) Train Loss: 0.2537, Train Steps/Sec: 1.95
+[2025-01-25 19:38:22] Saved checkpoint to results_tokenizer_image/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/checkpoints/0150000.pt
+[2025-01-25 19:39:13] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:39:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1895, logits_fake: 0.1904
+[2025-01-25 19:39:13] (step=0150100) Train Loss: 0.2721, Train Steps/Sec: 1.67
+[2025-01-25 19:39:24] Beginning epoch 30...
+[2025-01-25 19:40:07] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:40:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0156, logits_fake: -0.0151
+[2025-01-25 19:40:07] (step=0150200) Train Loss: 0.1934, Train Steps/Sec: 1.85
+[2025-01-25 19:40:57] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:40:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1436, logits_fake: 0.1465
+[2025-01-25 19:40:58] (step=0150300) Train Loss: 0.2634, Train Steps/Sec: 1.99
+[2025-01-25 19:41:48] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0217, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:41:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0435, logits_fake: -0.0435
+[2025-01-25 19:41:48] (step=0150400) Train Loss: 0.2496, Train Steps/Sec: 1.97
+[2025-01-25 19:42:38] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:42:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1377
+[2025-01-25 19:42:40] (step=0150500) Train Loss: 0.2745, Train Steps/Sec: 1.95
+[2025-01-25 19:43:30] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:43:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1680
+[2025-01-25 19:43:30] (step=0150600) Train Loss: 0.2779, Train Steps/Sec: 1.99
+[2025-01-25 19:44:20] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:44:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1406
+[2025-01-25 19:44:20] (step=0150700) Train Loss: 0.2929, Train Steps/Sec: 1.99
+[2025-01-25 19:45:11] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:45:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1758, logits_fake: -0.1719
+[2025-01-25 19:45:11] (step=0150800) Train Loss: 0.2674, Train Steps/Sec: 1.97
+[2025-01-25 19:46:01] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:46:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0791, logits_fake: -0.0811
+[2025-01-25 19:46:01] (step=0150900) Train Loss: 0.2671, Train Steps/Sec: 1.98
+[2025-01-25 19:46:51] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0056, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:46:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0090, logits_fake: -0.0112
+[2025-01-25 19:46:52] (step=0151000) Train Loss: 0.2221, Train Steps/Sec: 1.96
+[2025-01-25 19:47:43] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:47:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0938, logits_fake: -0.0913
+[2025-01-25 19:47:43] (step=0151100) Train Loss: 0.2767, Train Steps/Sec: 1.98
+[2025-01-25 19:48:33] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:48:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1357
+[2025-01-25 19:48:34] (step=0151200) Train Loss: 0.2365, Train Steps/Sec: 1.98
+[2025-01-25 19:49:23] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:49:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0596, logits_fake: -0.0630
+[2025-01-25 19:49:24] (step=0151300) Train Loss: 0.2502, Train Steps/Sec: 1.99
+[2025-01-25 19:50:14] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0120, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:50:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0320, logits_fake: -0.0240
+[2025-01-25 19:50:14] (step=0151400) Train Loss: 0.2846, Train Steps/Sec: 1.98
+[2025-01-25 19:51:04] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:51:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1074
+[2025-01-25 19:51:05] (step=0151500) Train Loss: 0.2700, Train Steps/Sec: 1.96
+[2025-01-25 19:51:55] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:51:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0654
+[2025-01-25 19:51:56] (step=0151600) Train Loss: 0.2911, Train Steps/Sec: 1.99
+[2025-01-25 19:52:46] (Generator) rec_loss: 0.0221, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:52:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0776
+[2025-01-25 19:52:46] (step=0151700) Train Loss: 0.2726, Train Steps/Sec: 1.99
+[2025-01-25 19:53:36] (Generator) rec_loss: 0.0409, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0386, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:53:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0771
+[2025-01-25 19:53:37] (step=0151800) Train Loss: 0.2783, Train Steps/Sec: 1.98
+[2025-01-25 19:54:27] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:54:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0962, logits_fake: -0.0991
+[2025-01-25 19:54:27] (step=0151900) Train Loss: 0.2497, Train Steps/Sec: 1.99
+[2025-01-25 19:55:17] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:55:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.2041
+[2025-01-25 19:55:18] (step=0152000) Train Loss: 0.2977, Train Steps/Sec: 1.96
+[2025-01-25 19:56:08] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0041, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:56:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0104, logits_fake: 0.0082
+[2025-01-25 19:56:09] (step=0152100) Train Loss: 0.2547, Train Steps/Sec: 1.98
+[2025-01-25 19:56:59] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9792, generator_adv_loss: -0.0026, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:56:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0094, logits_fake: 0.0052
+[2025-01-25 19:56:59] (step=0152200) Train Loss: 0.2279, Train Steps/Sec: 1.98
+[2025-01-25 19:57:49] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0063, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:57:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0108, logits_fake: 0.0127
+[2025-01-25 19:57:50] (step=0152300) Train Loss: 0.2291, Train Steps/Sec: 1.98
+[2025-01-25 19:58:40] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0190, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:58:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0327, logits_fake: -0.0381
+[2025-01-25 19:58:40] (step=0152400) Train Loss: 0.2155, Train Steps/Sec: 1.98
+[2025-01-25 19:59:30] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9836, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0144, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 19:59:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0254, logits_fake: -0.0288
+[2025-01-25 19:59:31] (step=0152500) Train Loss: 0.2201, Train Steps/Sec: 1.96
+[2025-01-25 20:00:21] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9832, generator_adv_loss: 0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:00:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0938, logits_fake: -0.0942
+[2025-01-25 20:00:22] (step=0152600) Train Loss: 0.2492, Train Steps/Sec: 1.98
+[2025-01-25 20:01:12] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:01:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1982, logits_fake: -0.1953
+[2025-01-25 20:01:12] (step=0152700) Train Loss: 0.2951, Train Steps/Sec: 1.98
+[2025-01-25 20:02:02] (Generator) rec_loss: 0.0387, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:02:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1235, logits_fake: -0.1182
+[2025-01-25 20:02:02] (step=0152800) Train Loss: 0.3101, Train Steps/Sec: 1.99
+[2025-01-25 20:02:52] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:02:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2129, logits_fake: -0.2070
+[2025-01-25 20:02:53] (step=0152900) Train Loss: 0.2695, Train Steps/Sec: 1.99
+[2025-01-25 20:03:43] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:03:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1494
+[2025-01-25 20:03:44] (step=0153000) Train Loss: 0.3015, Train Steps/Sec: 1.94
+[2025-01-25 20:04:34] (Generator) rec_loss: 0.0415, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:04:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0183, logits_fake: -0.0150
+[2025-01-25 20:04:35] (step=0153100) Train Loss: 0.2753, Train Steps/Sec: 1.98
+[2025-01-25 20:05:25] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:05:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1699
+[2025-01-25 20:05:25] (step=0153200) Train Loss: 0.2862, Train Steps/Sec: 1.98
+[2025-01-25 20:06:15] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:06:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1367
+[2025-01-25 20:06:15] (step=0153300) Train Loss: 0.2696, Train Steps/Sec: 1.99
+[2025-01-25 20:07:06] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:07:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1572
+[2025-01-25 20:07:06] (step=0153400) Train Loss: 0.2870, Train Steps/Sec: 1.98
+[2025-01-25 20:07:56] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:07:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2207
+[2025-01-25 20:07:57] (step=0153500) Train Loss: 0.3208, Train Steps/Sec: 1.96
+[2025-01-25 20:08:47] (Generator) rec_loss: 0.0365, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9795, generator_adv_loss: 0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:08:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2119
+[2025-01-25 20:08:47] (step=0153600) Train Loss: 0.2844, Train Steps/Sec: 1.98
+[2025-01-25 20:09:37] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0337, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:09:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0674
+[2025-01-25 20:09:38] (step=0153700) Train Loss: 0.2671, Train Steps/Sec: 1.99
+[2025-01-25 20:10:28] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0879, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:10:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1758
+[2025-01-25 20:10:28] (step=0153800) Train Loss: 0.3152, Train Steps/Sec: 1.99
+[2025-01-25 20:11:18] (Generator) rec_loss: 0.0356, perceptual_loss: 0.2002, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9825, generator_adv_loss: 0.1245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:11:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2500, logits_fake: -0.2490
+[2025-01-25 20:11:18] (step=0153900) Train Loss: 0.3288, Train Steps/Sec: 1.99
+[2025-01-25 20:12:09] (Generator) rec_loss: 0.0241, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9791, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:12:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2432, logits_fake: -0.2441
+[2025-01-25 20:12:10] (step=0154000) Train Loss: 0.3408, Train Steps/Sec: 1.95
+[2025-01-25 20:13:00] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:13:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0835, logits_fake: -0.0864
+[2025-01-25 20:13:00] (step=0154100) Train Loss: 0.3198, Train Steps/Sec: 1.98
+[2025-01-25 20:13:50] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:13:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1543
+[2025-01-25 20:13:50] (step=0154200) Train Loss: 0.2932, Train Steps/Sec: 1.99
+[2025-01-25 20:14:40] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:14:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1943, logits_fake: -0.1953
+[2025-01-25 20:14:41] (step=0154300) Train Loss: 0.3118, Train Steps/Sec: 1.99
+[2025-01-25 20:15:31] (Generator) rec_loss: 0.0234, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:15:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0444, logits_fake: -0.0374
+[2025-01-25 20:15:31] (step=0154400) Train Loss: 0.2780, Train Steps/Sec: 1.98
+[2025-01-25 20:16:21] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:16:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1787
+[2025-01-25 20:16:23] (step=0154500) Train Loss: 0.2549, Train Steps/Sec: 1.94
+[2025-01-25 20:17:13] (Generator) rec_loss: 0.0370, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0062, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:17:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0114, logits_fake: 0.0123
+[2025-01-25 20:17:13] (step=0154600) Train Loss: 0.2853, Train Steps/Sec: 1.98
+[2025-01-25 20:18:03] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:18:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0649, logits_fake: -0.0649
+[2025-01-25 20:18:03] (step=0154700) Train Loss: 0.2702, Train Steps/Sec: 1.99
+[2025-01-25 20:18:54] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:18:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0593, logits_fake: -0.0649
+[2025-01-25 20:18:54] (step=0154800) Train Loss: 0.2675, Train Steps/Sec: 1.98
+[2025-01-25 20:19:44] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:19:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1572, logits_fake: -0.1572
+[2025-01-25 20:19:44] (step=0154900) Train Loss: 0.2855, Train Steps/Sec: 1.98
+[2025-01-25 20:20:34] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:20:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1943, logits_fake: -0.1924
+[2025-01-25 20:20:35] (step=0155000) Train Loss: 0.3251, Train Steps/Sec: 1.96
+[2025-01-25 20:21:25] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1934, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:21:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1216
+[2025-01-25 20:21:26] (step=0155100) Train Loss: 0.2830, Train Steps/Sec: 1.99
+[2025-01-25 20:21:39] Beginning epoch 31...
+[2025-01-25 20:22:19] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:22:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1226
+[2025-01-25 20:22:19] (step=0155200) Train Loss: 0.2773, Train Steps/Sec: 1.86
+[2025-01-25 20:23:10] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:23:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0150, logits_fake: -0.0160
+[2025-01-25 20:23:11] (step=0155300) Train Loss: 0.2607, Train Steps/Sec: 1.95
+[2025-01-25 20:24:01] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:24:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.1138
+[2025-01-25 20:24:01] (step=0155400) Train Loss: 0.2881, Train Steps/Sec: 1.99
+[2025-01-25 20:24:51] (Generator) rec_loss: 0.0230, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:24:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0256, logits_fake: -0.0256
+[2025-01-25 20:24:52] (step=0155500) Train Loss: 0.2388, Train Steps/Sec: 1.95
+[2025-01-25 20:25:42] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:25:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1611, logits_fake: 0.1621
+[2025-01-25 20:25:43] (step=0155600) Train Loss: 0.2522, Train Steps/Sec: 1.97
+[2025-01-25 20:26:33] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9830, generator_adv_loss: -0.0208, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:26:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0442, logits_fake: 0.0415
+[2025-01-25 20:26:33] (step=0155700) Train Loss: 0.2401, Train Steps/Sec: 1.98
+[2025-01-25 20:27:23] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:27:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1826, logits_fake: -0.1807
+[2025-01-25 20:27:24] (step=0155800) Train Loss: 0.2958, Train Steps/Sec: 1.99
+[2025-01-25 20:28:14] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2528, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0908, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:28:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1826, logits_fake: -0.1816
+[2025-01-25 20:28:14] (step=0155900) Train Loss: 0.2868, Train Steps/Sec: 1.99
+[2025-01-25 20:29:04] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:29:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1719
+[2025-01-25 20:29:05] (step=0156000) Train Loss: 0.2635, Train Steps/Sec: 1.96
+[2025-01-25 20:29:56] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:29:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1348
+[2025-01-25 20:29:56] (step=0156100) Train Loss: 0.2388, Train Steps/Sec: 1.97
+[2025-01-25 20:30:46] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0275, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:30:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0615, logits_fake: -0.0549
+[2025-01-25 20:30:46] (step=0156200) Train Loss: 0.2638, Train Steps/Sec: 1.99
+[2025-01-25 20:31:36] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:31:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1299
+[2025-01-25 20:31:37] (step=0156300) Train Loss: 0.2402, Train Steps/Sec: 1.98
+[2025-01-25 20:32:27] (Generator) rec_loss: 0.0457, perceptual_loss: 0.1963, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:32:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0664
+[2025-01-25 20:32:27] (step=0156400) Train Loss: 0.3040, Train Steps/Sec: 1.99
+[2025-01-25 20:33:17] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:33:18] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1245
+[2025-01-25 20:33:18] (step=0156500) Train Loss: 0.2875, Train Steps/Sec: 1.95
+[2025-01-25 20:34:08] (Generator) rec_loss: 0.0350, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:34:08] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0061, logits_fake: 0.0021
+[2025-01-25 20:34:08] (step=0156600) Train Loss: 0.2404, Train Steps/Sec: 1.99
+[2025-01-25 20:34:59] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0337, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:34:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0623, logits_fake: -0.0674
+[2025-01-25 20:34:59] (step=0156700) Train Loss: 0.2467, Train Steps/Sec: 1.98
+[2025-01-25 20:35:49] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0287, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:35:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0566, logits_fake: -0.0574
+[2025-01-25 20:35:49] (step=0156800) Train Loss: 0.2372, Train Steps/Sec: 1.99
+[2025-01-25 20:36:39] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9828, generator_adv_loss: -0.0581, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:36:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1133, logits_fake: 0.1162
+[2025-01-25 20:36:40] (step=0156900) Train Loss: 0.2068, Train Steps/Sec: 1.98
+[2025-01-25 20:37:30] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:37:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0623
+[2025-01-25 20:37:31] (step=0157000) Train Loss: 0.2527, Train Steps/Sec: 1.94
+[2025-01-25 20:38:21] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:38:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1387
+[2025-01-25 20:38:22] (step=0157100) Train Loss: 0.2720, Train Steps/Sec: 1.99
+[2025-01-25 20:39:12] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:39:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0952, logits_fake: -0.0991
+[2025-01-25 20:39:12] (step=0157200) Train Loss: 0.3082, Train Steps/Sec: 1.98
+[2025-01-25 20:40:02] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1533, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0574, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:40:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1118, logits_fake: -0.1147
+[2025-01-25 20:40:02] (step=0157300) Train Loss: 0.2260, Train Steps/Sec: 1.99
+[2025-01-25 20:40:52] (Generator) rec_loss: 0.0386, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:40:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1455
+[2025-01-25 20:40:53] (step=0157400) Train Loss: 0.2616, Train Steps/Sec: 1.99
+[2025-01-25 20:41:43] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9803, generator_adv_loss: 0.1309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:41:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2617
+[2025-01-25 20:41:44] (step=0157500) Train Loss: 0.2733, Train Steps/Sec: 1.95
+[2025-01-25 20:42:35] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0126, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:42:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0243, logits_fake: 0.0251
+[2025-01-25 20:42:35] (step=0157600) Train Loss: 0.2907, Train Steps/Sec: 1.97
+[2025-01-25 20:43:25] (Generator) rec_loss: 0.0348, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0053, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:43:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0137, logits_fake: -0.0106
+[2025-01-25 20:43:25] (step=0157700) Train Loss: 0.2810, Train Steps/Sec: 1.99
+[2025-01-25 20:44:16] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0261, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:44:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0535, logits_fake: -0.0522
+[2025-01-25 20:44:16] (step=0157800) Train Loss: 0.2588, Train Steps/Sec: 1.97
+[2025-01-25 20:45:06] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0566, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:45:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1133
+[2025-01-25 20:45:06] (step=0157900) Train Loss: 0.3034, Train Steps/Sec: 1.98
+[2025-01-25 20:45:57] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:45:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1572
+[2025-01-25 20:45:58] (step=0158000) Train Loss: 0.2812, Train Steps/Sec: 1.94
+[2025-01-25 20:46:48] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9783, generator_adv_loss: 0.0036, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:46:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0078, logits_fake: -0.0072
+[2025-01-25 20:46:48] (step=0158100) Train Loss: 0.2799, Train Steps/Sec: 1.99
+[2025-01-25 20:47:38] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:47:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0664, logits_fake: -0.0659
+[2025-01-25 20:47:38] (step=0158200) Train Loss: 0.3176, Train Steps/Sec: 1.99
+[2025-01-25 20:48:29] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.2236, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:48:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4512, logits_fake: -0.4473
+[2025-01-25 20:48:29] (step=0158300) Train Loss: 0.3043, Train Steps/Sec: 1.97
+[2025-01-25 20:49:19] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:49:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2480
+[2025-01-25 20:49:19] (step=0158400) Train Loss: 0.3409, Train Steps/Sec: 1.99
+[2025-01-25 20:50:09] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1543, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:50:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0491
+[2025-01-25 20:50:11] (step=0158500) Train Loss: 0.2354, Train Steps/Sec: 1.95
+[2025-01-25 20:51:01] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1689, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:51:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0092, logits_fake: 0.0159
+[2025-01-25 20:51:01] (step=0158600) Train Loss: 0.2804, Train Steps/Sec: 1.97
+[2025-01-25 20:51:51] (Generator) rec_loss: 0.0236, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9835, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:51:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1543
+[2025-01-25 20:51:52] (step=0158700) Train Loss: 0.2767, Train Steps/Sec: 1.99
+[2025-01-25 20:52:42] (Generator) rec_loss: 0.0358, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:52:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0664
+[2025-01-25 20:52:42] (step=0158800) Train Loss: 0.2933, Train Steps/Sec: 1.99
+[2025-01-25 20:53:32] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0253, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:53:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0535, logits_fake: -0.0505
+[2025-01-25 20:53:32] (step=0158900) Train Loss: 0.2968, Train Steps/Sec: 1.99
+[2025-01-25 20:54:22] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:54:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1235, logits_fake: -0.1226
+[2025-01-25 20:54:24] (step=0159000) Train Loss: 0.2756, Train Steps/Sec: 1.95
+[2025-01-25 20:55:14] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:55:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0713
+[2025-01-25 20:55:14] (step=0159100) Train Loss: 0.2956, Train Steps/Sec: 1.97
+[2025-01-25 20:56:04] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9780, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:56:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2002, logits_fake: -0.2012
+[2025-01-25 20:56:05] (step=0159200) Train Loss: 0.2401, Train Steps/Sec: 1.98
+[2025-01-25 20:56:55] (Generator) rec_loss: 0.0411, perceptual_loss: 0.1904, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9832, generator_adv_loss: 0.0293, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:56:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0601, logits_fake: -0.0586
+[2025-01-25 20:56:55] (step=0159300) Train Loss: 0.2552, Train Steps/Sec: 1.99
+[2025-01-25 20:57:45] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0217, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:57:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0457, logits_fake: -0.0435
+[2025-01-25 20:57:46] (step=0159400) Train Loss: 0.2748, Train Steps/Sec: 1.98
+[2025-01-25 20:58:36] (Generator) rec_loss: 0.0247, perceptual_loss: 0.1582, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0171, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:58:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0369, logits_fake: 0.0342
+[2025-01-25 20:58:37] (step=0159500) Train Loss: 0.2408, Train Steps/Sec: 1.95
+[2025-01-25 20:59:27] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 20:59:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0084, logits_fake: -0.0064
+[2025-01-25 20:59:27] (step=0159600) Train Loss: 0.2282, Train Steps/Sec: 1.98
+[2025-01-25 21:00:17] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9824, generator_adv_loss: -0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:00:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0747
+[2025-01-25 21:00:18] (step=0159700) Train Loss: 0.2236, Train Steps/Sec: 1.99
+[2025-01-25 21:01:08] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0125, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:01:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0209, logits_fake: 0.0249
+[2025-01-25 21:01:09] (step=0159800) Train Loss: 0.2176, Train Steps/Sec: 1.97
+[2025-01-25 21:01:59] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0086, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:01:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0198, logits_fake: 0.0172
+[2025-01-25 21:01:59] (step=0159900) Train Loss: 0.2106, Train Steps/Sec: 1.99
+[2025-01-25 21:02:49] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9831, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:02:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0449, logits_fake: -0.0442
+[2025-01-25 21:02:51] (step=0160000) Train Loss: 0.1847, Train Steps/Sec: 1.94
+[2025-01-25 21:03:41] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0054, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:03:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0120, logits_fake: -0.0109
+[2025-01-25 21:03:41] (step=0160100) Train Loss: 0.2298, Train Steps/Sec: 1.99
+[2025-01-25 21:03:56] Beginning epoch 32...
+[2025-01-25 21:04:35] (Generator) rec_loss: 0.0245, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:04:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0041, logits_fake: -0.0134
+[2025-01-25 21:04:35] (step=0160200) Train Loss: 0.2570, Train Steps/Sec: 1.85
+[2025-01-25 21:05:25] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:05:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0728, logits_fake: -0.0757
+[2025-01-25 21:05:25] (step=0160300) Train Loss: 0.2853, Train Steps/Sec: 1.99
+[2025-01-25 21:06:16] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:06:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1348
+[2025-01-25 21:06:16] (step=0160400) Train Loss: 0.2641, Train Steps/Sec: 1.98
+[2025-01-25 21:07:06] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:07:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0085, logits_fake: -0.0050
+[2025-01-25 21:07:07] (step=0160500) Train Loss: 0.2693, Train Steps/Sec: 1.96
+[2025-01-25 21:07:57] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0049, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:07:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0102, logits_fake: -0.0097
+[2025-01-25 21:07:57] (step=0160600) Train Loss: 0.2938, Train Steps/Sec: 1.99
+[2025-01-25 21:08:47] (Generator) rec_loss: 0.0402, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: -0.0064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:08:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0114, logits_fake: 0.0128
+[2025-01-25 21:08:48] (step=0160700) Train Loss: 0.2598, Train Steps/Sec: 1.99
+[2025-01-25 21:09:38] (Generator) rec_loss: 0.0383, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0038, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:09:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0040, logits_fake: 0.0076
+[2025-01-25 21:09:38] (step=0160800) Train Loss: 0.2532, Train Steps/Sec: 1.98
+[2025-01-25 21:10:29] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2529, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0020, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:10:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0034, logits_fake: 0.0041
+[2025-01-25 21:10:29] (step=0160900) Train Loss: 0.2761, Train Steps/Sec: 1.95
+[2025-01-25 21:11:20] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:11:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1562
+[2025-01-25 21:11:21] (step=0161000) Train Loss: 0.2800, Train Steps/Sec: 1.94
+[2025-01-25 21:12:11] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:12:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1729
+[2025-01-25 21:12:11] (step=0161100) Train Loss: 0.2647, Train Steps/Sec: 1.98
+[2025-01-25 21:13:01] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:13:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0801
+[2025-01-25 21:13:01] (step=0161200) Train Loss: 0.2944, Train Steps/Sec: 1.99
+[2025-01-25 21:13:51] (Generator) rec_loss: 0.0214, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:13:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1118, logits_fake: -0.1074
+[2025-01-25 21:13:52] (step=0161300) Train Loss: 0.3238, Train Steps/Sec: 1.99
+[2025-01-25 21:14:42] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:14:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1196, logits_fake: -0.1206
+[2025-01-25 21:14:43] (step=0161400) Train Loss: 0.2955, Train Steps/Sec: 1.96
+[2025-01-25 21:15:33] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:15:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1699
+[2025-01-25 21:15:34] (step=0161500) Train Loss: 0.2858, Train Steps/Sec: 1.95
+[2025-01-25 21:16:24] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9828, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:16:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.2021
+[2025-01-25 21:16:24] (step=0161600) Train Loss: 0.3441, Train Steps/Sec: 1.98
+[2025-01-25 21:17:15] (Generator) rec_loss: 0.0416, perceptual_loss: 0.2031, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9829, generator_adv_loss: 0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:17:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0510, logits_fake: -0.0510
+[2025-01-25 21:17:15] (step=0161700) Train Loss: 0.3194, Train Steps/Sec: 1.97
+[2025-01-25 21:18:05] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:18:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1357
+[2025-01-25 21:18:06] (step=0161800) Train Loss: 0.2824, Train Steps/Sec: 1.98
+[2025-01-25 21:18:56] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:18:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1924, logits_fake: -0.1904
+[2025-01-25 21:18:56] (step=0161900) Train Loss: 0.3138, Train Steps/Sec: 1.99
+[2025-01-25 21:19:46] (Generator) rec_loss: 0.0369, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0283, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:19:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0566, logits_fake: -0.0566
+[2025-01-25 21:19:47] (step=0162000) Train Loss: 0.2571, Train Steps/Sec: 1.95
+[2025-01-25 21:20:38] (Generator) rec_loss: 0.0369, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:20:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1147, logits_fake: -0.1118
+[2025-01-25 21:20:38] (step=0162100) Train Loss: 0.2922, Train Steps/Sec: 1.98
+[2025-01-25 21:21:28] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:21:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1465, logits_fake: -0.1475
+[2025-01-25 21:21:28] (step=0162200) Train Loss: 0.2957, Train Steps/Sec: 1.99
+[2025-01-25 21:22:18] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:22:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0540, logits_fake: 0.0513
+[2025-01-25 21:22:19] (step=0162300) Train Loss: 0.2590, Train Steps/Sec: 1.98
+[2025-01-25 21:23:09] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:23:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2773
+[2025-01-25 21:23:09] (step=0162400) Train Loss: 0.2765, Train Steps/Sec: 1.98
+[2025-01-25 21:23:59] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9835, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:24:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1338
+[2025-01-25 21:24:01] (step=0162500) Train Loss: 0.3096, Train Steps/Sec: 1.95
+[2025-01-25 21:24:51] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0203, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:24:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0435, logits_fake: -0.0405
+[2025-01-25 21:24:51] (step=0162600) Train Loss: 0.2903, Train Steps/Sec: 1.97
+[2025-01-25 21:25:41] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2528, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:25:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2012, logits_fake: -0.2012
+[2025-01-25 21:25:42] (step=0162700) Train Loss: 0.2255, Train Steps/Sec: 1.99
+[2025-01-25 21:26:32] (Generator) rec_loss: 0.0223, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0452, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:26:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0938, logits_fake: -0.0903
+[2025-01-25 21:26:32] (step=0162800) Train Loss: 0.2925, Train Steps/Sec: 1.99
+[2025-01-25 21:27:22] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:27:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1357
+[2025-01-25 21:27:22] (step=0162900) Train Loss: 0.2877, Train Steps/Sec: 1.99
+[2025-01-25 21:28:12] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0835, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:28:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1670
+[2025-01-25 21:28:14] (step=0163000) Train Loss: 0.2891, Train Steps/Sec: 1.95
+[2025-01-25 21:29:04] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0292, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:29:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0574, logits_fake: -0.0583
+[2025-01-25 21:29:05] (step=0163100) Train Loss: 0.3011, Train Steps/Sec: 1.96
+[2025-01-25 21:29:55] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9838, generator_adv_loss: 0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:29:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0271, logits_fake: -0.0281
+[2025-01-25 21:29:55] (step=0163200) Train Loss: 0.2064, Train Steps/Sec: 1.98
+[2025-01-25 21:30:45] (Generator) rec_loss: 0.0303, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9830, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:30:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1436
+[2025-01-25 21:30:45] (step=0163300) Train Loss: 0.2902, Train Steps/Sec: 1.99
+[2025-01-25 21:31:35] (Generator) rec_loss: 0.0362, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:31:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1650, logits_fake: -0.1699
+[2025-01-25 21:31:36] (step=0163400) Train Loss: 0.2895, Train Steps/Sec: 1.99
+[2025-01-25 21:32:26] (Generator) rec_loss: 0.0402, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:32:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2314
+[2025-01-25 21:32:27] (step=0163500) Train Loss: 0.3132, Train Steps/Sec: 1.94
+[2025-01-25 21:33:18] (Generator) rec_loss: 0.0370, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:33:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0474, logits_fake: -0.0449
+[2025-01-25 21:33:18] (step=0163600) Train Loss: 0.3016, Train Steps/Sec: 1.98
+[2025-01-25 21:34:08] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1484, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:34:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1426
+[2025-01-25 21:34:08] (step=0163700) Train Loss: 0.2460, Train Steps/Sec: 1.99
+[2025-01-25 21:34:58] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:34:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1021, logits_fake: 0.1001
+[2025-01-25 21:34:58] (step=0163800) Train Loss: 0.2782, Train Steps/Sec: 1.99
+[2025-01-25 21:35:49] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9824, generator_adv_loss: -0.0089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:35:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0192, logits_fake: 0.0178
+[2025-01-25 21:35:49] (step=0163900) Train Loss: 0.2436, Train Steps/Sec: 1.97
+[2025-01-25 21:36:39] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9833, generator_adv_loss: -0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:36:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0625, logits_fake: 0.0654
+[2025-01-25 21:36:41] (step=0164000) Train Loss: 0.2385, Train Steps/Sec: 1.95
+[2025-01-25 21:37:31] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:37:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0457, logits_fake: 0.0510
+[2025-01-25 21:37:31] (step=0164100) Train Loss: 0.2459, Train Steps/Sec: 1.98
+[2025-01-25 21:38:21] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9791, generator_adv_loss: 0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:38:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0820
+[2025-01-25 21:38:21] (step=0164200) Train Loss: 0.2479, Train Steps/Sec: 1.99
+[2025-01-25 21:39:12] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:39:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1152
+[2025-01-25 21:39:12] (step=0164300) Train Loss: 0.2368, Train Steps/Sec: 1.98
+[2025-01-25 21:40:02] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:40:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0933
+[2025-01-25 21:40:03] (step=0164400) Train Loss: 0.2826, Train Steps/Sec: 1.98
+[2025-01-25 21:40:53] (Generator) rec_loss: 0.0384, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0312, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:40:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0625
+[2025-01-25 21:40:54] (step=0164500) Train Loss: 0.2687, Train Steps/Sec: 1.94
+[2025-01-25 21:41:44] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:41:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2080, logits_fake: -0.2041
+[2025-01-25 21:41:44] (step=0164600) Train Loss: 0.2612, Train Steps/Sec: 1.99
+[2025-01-25 21:42:34] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:42:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1113
+[2025-01-25 21:42:35] (step=0164700) Train Loss: 0.2633, Train Steps/Sec: 1.98
+[2025-01-25 21:43:25] (Generator) rec_loss: 0.0385, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:43:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2266
+[2025-01-25 21:43:25] (step=0164800) Train Loss: 0.3031, Train Steps/Sec: 1.98
+[2025-01-25 21:44:15] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0199, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:44:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0520, logits_fake: -0.0398
+[2025-01-25 21:44:15] (step=0164900) Train Loss: 0.2922, Train Steps/Sec: 1.99
+[2025-01-25 21:45:05] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:45:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.0967
+[2025-01-25 21:45:07] (step=0165000) Train Loss: 0.2136, Train Steps/Sec: 1.95
+[2025-01-25 21:45:57] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0217, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:45:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0447, logits_fake: -0.0435
+[2025-01-25 21:45:57] (step=0165100) Train Loss: 0.3039, Train Steps/Sec: 1.99
+[2025-01-25 21:46:14] Beginning epoch 33...
+[2025-01-25 21:46:51] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:46:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1104, logits_fake: -0.1143
+[2025-01-25 21:46:51] (step=0165200) Train Loss: 0.2911, Train Steps/Sec: 1.85
+[2025-01-25 21:47:42] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: 0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:47:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2051
+[2025-01-25 21:47:42] (step=0165300) Train Loss: 0.3174, Train Steps/Sec: 1.96
+[2025-01-25 21:48:32] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1699, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:48:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1514
+[2025-01-25 21:48:33] (step=0165400) Train Loss: 0.3074, Train Steps/Sec: 1.98
+[2025-01-25 21:49:23] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:49:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0144, logits_fake: -0.0186
+[2025-01-25 21:49:24] (step=0165500) Train Loss: 0.2961, Train Steps/Sec: 1.96
+[2025-01-25 21:50:14] (Generator) rec_loss: 0.0349, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9834, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9831, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:50:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1445
+[2025-01-25 21:50:14] (step=0165600) Train Loss: 0.2687, Train Steps/Sec: 1.99
+[2025-01-25 21:51:04] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9786, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:51:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0047, logits_fake: 0.0094
+[2025-01-25 21:51:04] (step=0165700) Train Loss: 0.2202, Train Steps/Sec: 1.99
+[2025-01-25 21:51:54] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0212, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:51:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0376, logits_fake: -0.0425
+[2025-01-25 21:51:55] (step=0165800) Train Loss: 0.2275, Train Steps/Sec: 1.98
+[2025-01-25 21:52:45] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0142, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:52:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0245, logits_fake: -0.0283
+[2025-01-25 21:52:45] (step=0165900) Train Loss: 0.2575, Train Steps/Sec: 1.99
+[2025-01-25 21:53:35] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:53:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0096, logits_fake: -0.0090
+[2025-01-25 21:53:36] (step=0166000) Train Loss: 0.2615, Train Steps/Sec: 1.95
+[2025-01-25 21:54:27] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: -0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:54:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1338, logits_fake: 0.1377
+[2025-01-25 21:54:27] (step=0166100) Train Loss: 0.1693, Train Steps/Sec: 1.96
+[2025-01-25 21:55:17] (Generator) rec_loss: 0.0360, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0070, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:55:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0148, logits_fake: 0.0141
+[2025-01-25 21:55:17] (step=0166200) Train Loss: 0.2305, Train Steps/Sec: 1.99
+[2025-01-25 21:56:08] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2528, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0579, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:56:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1157
+[2025-01-25 21:56:08] (step=0166300) Train Loss: 0.2496, Train Steps/Sec: 1.98
+[2025-01-25 21:56:58] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:56:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2832
+[2025-01-25 21:56:58] (step=0166400) Train Loss: 0.2897, Train Steps/Sec: 1.99
+[2025-01-25 21:57:48] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:57:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0762, logits_fake: 0.0757
+[2025-01-25 21:57:50] (step=0166500) Train Loss: 0.2746, Train Steps/Sec: 1.95
+[2025-01-25 21:58:40] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: -0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:58:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1533, logits_fake: 0.1523
+[2025-01-25 21:58:40] (step=0166600) Train Loss: 0.2166, Train Steps/Sec: 1.98
+[2025-01-25 21:59:30] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9823, generator_adv_loss: -0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 21:59:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0674, logits_fake: 0.0684
+[2025-01-25 21:59:31] (step=0166700) Train Loss: 0.2173, Train Steps/Sec: 1.98
+[2025-01-25 22:00:21] (Generator) rec_loss: 0.0368, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0141, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:00:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0258, logits_fake: -0.0282
+[2025-01-25 22:00:21] (step=0166800) Train Loss: 0.1969, Train Steps/Sec: 1.99
+[2025-01-25 22:01:11] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:01:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1084, logits_fake: 0.1118
+[2025-01-25 22:01:11] (step=0166900) Train Loss: 0.2026, Train Steps/Sec: 1.98
+[2025-01-25 22:02:02] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0586, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:02:03] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1172
+[2025-01-25 22:02:03] (step=0167000) Train Loss: 0.2271, Train Steps/Sec: 1.94
+[2025-01-25 22:02:53] (Generator) rec_loss: 0.0409, perceptual_loss: 0.1992, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9793, generator_adv_loss: 0.0167, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:02:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0386, logits_fake: -0.0334
+[2025-01-25 22:02:53] (step=0167100) Train Loss: 0.3027, Train Steps/Sec: 1.98
+[2025-01-25 22:03:43] (Generator) rec_loss: 0.0325, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:03:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0583, logits_fake: 0.0630
+[2025-01-25 22:03:44] (step=0167200) Train Loss: 0.2682, Train Steps/Sec: 1.99
+[2025-01-25 22:04:34] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:04:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1572, logits_fake: -0.1562
+[2025-01-25 22:04:34] (step=0167300) Train Loss: 0.2475, Train Steps/Sec: 1.99
+[2025-01-25 22:05:24] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0435, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:05:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0835, logits_fake: -0.0869
+[2025-01-25 22:05:24] (step=0167400) Train Loss: 0.2916, Train Steps/Sec: 1.99
+[2025-01-25 22:06:14] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0057, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:06:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0097, logits_fake: -0.0114
+[2025-01-25 22:06:16] (step=0167500) Train Loss: 0.2657, Train Steps/Sec: 1.94
+[2025-01-25 22:07:07] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1631, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0574, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:07:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1147
+[2025-01-25 22:07:07] (step=0167600) Train Loss: 0.2285, Train Steps/Sec: 1.96
+[2025-01-25 22:07:57] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:07:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1279
+[2025-01-25 22:07:57] (step=0167700) Train Loss: 0.2303, Train Steps/Sec: 1.98
+[2025-01-25 22:08:47] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9791, generator_adv_loss: 0.0231, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:08:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0461
+[2025-01-25 22:08:48] (step=0167800) Train Loss: 0.2154, Train Steps/Sec: 1.99
+[2025-01-25 22:09:38] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0430, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:09:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.0859
+[2025-01-25 22:09:38] (step=0167900) Train Loss: 0.2347, Train Steps/Sec: 1.99
+[2025-01-25 22:10:28] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: -0.0121, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:10:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0255, logits_fake: 0.0243
+[2025-01-25 22:10:30] (step=0168000) Train Loss: 0.2297, Train Steps/Sec: 1.93
+[2025-01-25 22:11:20] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0028, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:11:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0089, logits_fake: -0.0056
+[2025-01-25 22:11:20] (step=0168100) Train Loss: 0.2379, Train Steps/Sec: 1.99
+[2025-01-25 22:12:10] (Generator) rec_loss: 0.0354, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:12:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2695, logits_fake: -0.2715
+[2025-01-25 22:12:10] (step=0168200) Train Loss: 0.2751, Train Steps/Sec: 1.99
+[2025-01-25 22:13:01] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:13:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1050
+[2025-01-25 22:13:01] (step=0168300) Train Loss: 0.3026, Train Steps/Sec: 1.97
+[2025-01-25 22:13:51] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:13:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0304
+[2025-01-25 22:13:51] (step=0168400) Train Loss: 0.2730, Train Steps/Sec: 1.99
+[2025-01-25 22:14:41] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:14:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1367
+[2025-01-25 22:14:43] (step=0168500) Train Loss: 0.3027, Train Steps/Sec: 1.95
+[2025-01-25 22:15:33] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0205, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:15:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0376, logits_fake: -0.0410
+[2025-01-25 22:15:33] (step=0168600) Train Loss: 0.2469, Train Steps/Sec: 1.99
+[2025-01-25 22:16:23] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:16:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1592
+[2025-01-25 22:16:23] (step=0168700) Train Loss: 0.2825, Train Steps/Sec: 1.99
+[2025-01-25 22:17:13] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:17:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1338
+[2025-01-25 22:17:14] (step=0168800) Train Loss: 0.2796, Train Steps/Sec: 1.98
+[2025-01-25 22:18:03] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:18:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0688, logits_fake: -0.0698
+[2025-01-25 22:18:04] (step=0168900) Train Loss: 0.3071, Train Steps/Sec: 1.99
+[2025-01-25 22:18:54] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:18:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1641
+[2025-01-25 22:18:55] (step=0169000) Train Loss: 0.2858, Train Steps/Sec: 1.95
+[2025-01-25 22:19:45] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0549, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:19:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1108, logits_fake: 0.1099
+[2025-01-25 22:19:46] (step=0169100) Train Loss: 0.2503, Train Steps/Sec: 1.98
+[2025-01-25 22:20:36] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:20:36] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1338
+[2025-01-25 22:20:36] (step=0169200) Train Loss: 0.2873, Train Steps/Sec: 1.99
+[2025-01-25 22:21:26] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:21:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1572
+[2025-01-25 22:21:26] (step=0169300) Train Loss: 0.2720, Train Steps/Sec: 1.98
+[2025-01-25 22:22:16] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2528, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:22:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0786, logits_fake: -0.0776
+[2025-01-25 22:22:17] (step=0169400) Train Loss: 0.2650, Train Steps/Sec: 1.98
+[2025-01-25 22:23:07] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:23:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2656
+[2025-01-25 22:23:08] (step=0169500) Train Loss: 0.2636, Train Steps/Sec: 1.96
+[2025-01-25 22:23:58] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:23:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2656
+[2025-01-25 22:23:58] (step=0169600) Train Loss: 0.3012, Train Steps/Sec: 1.99
+[2025-01-25 22:24:48] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:24:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2061
+[2025-01-25 22:24:48] (step=0169700) Train Loss: 0.2486, Train Steps/Sec: 1.98
+[2025-01-25 22:25:39] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:25:39] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.0845
+[2025-01-25 22:25:39] (step=0169800) Train Loss: 0.2915, Train Steps/Sec: 1.97
+[2025-01-25 22:26:29] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:26:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1348
+[2025-01-25 22:26:30] (step=0169900) Train Loss: 0.2633, Train Steps/Sec: 1.98
+[2025-01-25 22:27:20] (Generator) rec_loss: 0.0350, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0008, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:27:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0052, logits_fake: 0.0016
+[2025-01-25 22:27:21] (step=0170000) Train Loss: 0.2330, Train Steps/Sec: 1.95
+[2025-01-25 22:28:11] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9827, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:28:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2168, logits_fake: -0.2129
+[2025-01-25 22:28:11] (step=0170100) Train Loss: 0.2964, Train Steps/Sec: 1.99
+[2025-01-25 22:28:30] Beginning epoch 34...
+[2025-01-25 22:29:05] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1924, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:29:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2256, logits_fake: -0.2275
+[2025-01-25 22:29:05] (step=0170200) Train Loss: 0.2660, Train Steps/Sec: 1.85
+[2025-01-25 22:29:55] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0114, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:29:55] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0184, logits_fake: -0.0227
+[2025-01-25 22:29:55] (step=0170300) Train Loss: 0.3057, Train Steps/Sec: 1.98
+[2025-01-25 22:30:45] (Generator) rec_loss: 0.0367, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:30:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1348
+[2025-01-25 22:30:46] (step=0170400) Train Loss: 0.2602, Train Steps/Sec: 1.99
+[2025-01-25 22:31:36] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:31:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1055, logits_fake: 0.1069
+[2025-01-25 22:31:37] (step=0170500) Train Loss: 0.2978, Train Steps/Sec: 1.93
+[2025-01-25 22:32:28] (Generator) rec_loss: 0.0396, perceptual_loss: 0.1797, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0100, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:32:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0259, logits_fake: -0.0200
+[2025-01-25 22:32:28] (step=0170600) Train Loss: 0.2829, Train Steps/Sec: 1.98
+[2025-01-25 22:33:18] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:33:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0669
+[2025-01-25 22:33:18] (step=0170700) Train Loss: 0.2808, Train Steps/Sec: 1.99
+[2025-01-25 22:34:08] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9791, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9786, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:34:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1348
+[2025-01-25 22:34:09] (step=0170800) Train Loss: 0.2841, Train Steps/Sec: 1.99
+[2025-01-25 22:34:59] (Generator) rec_loss: 0.0404, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:34:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1338
+[2025-01-25 22:34:59] (step=0170900) Train Loss: 0.2888, Train Steps/Sec: 1.99
+[2025-01-25 22:35:49] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:35:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0032, logits_fake: 0.0021
+[2025-01-25 22:35:50] (step=0171000) Train Loss: 0.2872, Train Steps/Sec: 1.94
+[2025-01-25 22:36:40] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:36:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0884, logits_fake: -0.0894
+[2025-01-25 22:36:41] (step=0171100) Train Loss: 0.2605, Train Steps/Sec: 1.99
+[2025-01-25 22:37:31] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1562, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:37:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0952, logits_fake: -0.0942
+[2025-01-25 22:37:31] (step=0171200) Train Loss: 0.2892, Train Steps/Sec: 1.98
+[2025-01-25 22:38:22] (Generator) rec_loss: 0.0352, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:38:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1030, logits_fake: -0.1025
+[2025-01-25 22:38:22] (step=0171300) Train Loss: 0.2788, Train Steps/Sec: 1.97
+[2025-01-25 22:39:12] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9843, generator_adv_loss: 0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:39:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0649
+[2025-01-25 22:39:12] (step=0171400) Train Loss: 0.2772, Train Steps/Sec: 1.99
+[2025-01-25 22:40:02] (Generator) rec_loss: 0.0214, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:40:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1118, logits_fake: -0.1045
+[2025-01-25 22:40:03] (step=0171500) Train Loss: 0.2559, Train Steps/Sec: 1.95
+[2025-01-25 22:40:53] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:40:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0825, logits_fake: -0.0840
+[2025-01-25 22:40:54] (step=0171600) Train Loss: 0.2542, Train Steps/Sec: 1.99
+[2025-01-25 22:41:44] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:41:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0479, logits_fake: -0.0481
+[2025-01-25 22:41:44] (step=0171700) Train Loss: 0.2820, Train Steps/Sec: 1.99
+[2025-01-25 22:42:34] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:42:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1387
+[2025-01-25 22:42:34] (step=0171800) Train Loss: 0.2719, Train Steps/Sec: 1.99
+[2025-01-25 22:43:25] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1895, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:43:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0825, logits_fake: -0.0815
+[2025-01-25 22:43:25] (step=0171900) Train Loss: 0.2275, Train Steps/Sec: 1.98
+[2025-01-25 22:44:16] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9809, generator_adv_loss: -0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:44:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0698, logits_fake: 0.0703
+[2025-01-25 22:44:17] (step=0172000) Train Loss: 0.2500, Train Steps/Sec: 1.91
+[2025-01-25 22:45:07] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1631, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0126, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:45:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0260, logits_fake: -0.0253
+[2025-01-25 22:45:08] (step=0172100) Train Loss: 0.2580, Train Steps/Sec: 1.98
+[2025-01-25 22:45:58] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1621, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:45:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0273, logits_fake: 0.0344
+[2025-01-25 22:45:58] (step=0172200) Train Loss: 0.2105, Train Steps/Sec: 1.99
+[2025-01-25 22:46:48] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:46:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0977
+[2025-01-25 22:46:48] (step=0172300) Train Loss: 0.2829, Train Steps/Sec: 1.99
+[2025-01-25 22:47:38] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:47:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0476, logits_fake: -0.0386
+[2025-01-25 22:47:39] (step=0172400) Train Loss: 0.3053, Train Steps/Sec: 1.98
+[2025-01-25 22:48:29] (Generator) rec_loss: 0.0349, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:48:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1416
+[2025-01-25 22:48:30] (step=0172500) Train Loss: 0.2596, Train Steps/Sec: 1.94
+[2025-01-25 22:49:20] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0625, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:49:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1250
+[2025-01-25 22:49:20] (step=0172600) Train Loss: 0.2750, Train Steps/Sec: 1.99
+[2025-01-25 22:50:11] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1631, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:50:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.0942
+[2025-01-25 22:50:11] (step=0172700) Train Loss: 0.2724, Train Steps/Sec: 1.98
+[2025-01-25 22:51:01] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9790, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:51:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.2061
+[2025-01-25 22:51:02] (step=0172800) Train Loss: 0.2477, Train Steps/Sec: 1.96
+[2025-01-25 22:51:52] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:51:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0540, logits_fake: -0.0579
+[2025-01-25 22:51:52] (step=0172900) Train Loss: 0.2981, Train Steps/Sec: 1.99
+[2025-01-25 22:52:42] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1963, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:52:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1855
+[2025-01-25 22:52:44] (step=0173000) Train Loss: 0.2735, Train Steps/Sec: 1.94
+[2025-01-25 22:53:34] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:53:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1475
+[2025-01-25 22:53:34] (step=0173100) Train Loss: 0.3216, Train Steps/Sec: 1.98
+[2025-01-25 22:54:24] (Generator) rec_loss: 0.0203, perceptual_loss: 0.1514, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9822, generator_adv_loss: 0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:54:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2393, logits_fake: -0.2363
+[2025-01-25 22:54:25] (step=0173200) Train Loss: 0.2694, Train Steps/Sec: 1.97
+[2025-01-25 22:55:15] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0046, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:55:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0150, logits_fake: 0.0093
+[2025-01-25 22:55:15] (step=0173300) Train Loss: 0.2958, Train Steps/Sec: 1.99
+[2025-01-25 22:56:06] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:56:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1348
+[2025-01-25 22:56:06] (step=0173400) Train Loss: 0.2691, Train Steps/Sec: 1.96
+[2025-01-25 22:56:56] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:56:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1416
+[2025-01-25 22:56:57] (step=0173500) Train Loss: 0.2416, Train Steps/Sec: 1.95
+[2025-01-25 22:57:47] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:57:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0265, logits_fake: -0.0255
+[2025-01-25 22:57:48] (step=0173600) Train Loss: 0.2698, Train Steps/Sec: 1.98
+[2025-01-25 22:58:38] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:58:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0811, logits_fake: -0.0815
+[2025-01-25 22:58:38] (step=0173700) Train Loss: 0.2847, Train Steps/Sec: 1.99
+[2025-01-25 22:59:28] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0281, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 22:59:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0613, logits_fake: -0.0562
+[2025-01-25 22:59:28] (step=0173800) Train Loss: 0.2475, Train Steps/Sec: 1.99
+[2025-01-25 23:00:18] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:00:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0845, logits_fake: -0.0825
+[2025-01-25 23:00:19] (step=0173900) Train Loss: 0.3286, Train Steps/Sec: 1.99
+[2025-01-25 23:01:09] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:01:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1245, logits_fake: -0.1270
+[2025-01-25 23:01:10] (step=0174000) Train Loss: 0.2322, Train Steps/Sec: 1.95
+[2025-01-25 23:02:00] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:02:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2441, logits_fake: -0.2520
+[2025-01-25 23:02:00] (step=0174100) Train Loss: 0.3153, Train Steps/Sec: 1.99
+[2025-01-25 23:02:52] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0588, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:02:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1206, logits_fake: -0.1177
+[2025-01-25 23:02:52] (step=0174200) Train Loss: 0.2674, Train Steps/Sec: 1.93
+[2025-01-25 23:03:42] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:03:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2275, logits_fake: -0.2295
+[2025-01-25 23:03:43] (step=0174300) Train Loss: 0.3148, Train Steps/Sec: 1.98
+[2025-01-25 23:04:33] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0110, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:04:33] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0840
+[2025-01-25 23:04:33] (step=0174400) Train Loss: 0.3174, Train Steps/Sec: 1.99
+[2025-01-25 23:05:23] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:05:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2578
+[2025-01-25 23:05:24] (step=0174500) Train Loss: 0.3097, Train Steps/Sec: 1.95
+[2025-01-25 23:06:14] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:06:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1650
+[2025-01-25 23:06:15] (step=0174600) Train Loss: 0.3008, Train Steps/Sec: 1.99
+[2025-01-25 23:07:05] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9812, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:07:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2578
+[2025-01-25 23:07:05] (step=0174700) Train Loss: 0.2761, Train Steps/Sec: 1.98
+[2025-01-25 23:07:55] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9829, generator_adv_loss: 0.0200, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:07:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0439, logits_fake: -0.0400
+[2025-01-25 23:07:55] (step=0174800) Train Loss: 0.3071, Train Steps/Sec: 1.99
+[2025-01-25 23:08:46] (Generator) rec_loss: 0.0278, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0267, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:08:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0518, logits_fake: -0.0535
+[2025-01-25 23:08:46] (step=0174900) Train Loss: 0.2637, Train Steps/Sec: 1.97
+[2025-01-25 23:09:37] (Generator) rec_loss: 0.0350, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:09:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1445
+[2025-01-25 23:09:38] (step=0175000) Train Loss: 0.2959, Train Steps/Sec: 1.92
+[2025-01-25 23:10:28] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0243, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:10:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0447, logits_fake: -0.0486
+[2025-01-25 23:10:29] (step=0175100) Train Loss: 0.2858, Train Steps/Sec: 1.98
+[2025-01-25 23:10:50] Beginning epoch 35...
+[2025-01-25 23:11:22] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:11:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1328
+[2025-01-25 23:11:22] (step=0175200) Train Loss: 0.2815, Train Steps/Sec: 1.86
+[2025-01-25 23:12:12] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0287, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:12:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0559, logits_fake: -0.0574
+[2025-01-25 23:12:13] (step=0175300) Train Loss: 0.2223, Train Steps/Sec: 1.99
+[2025-01-25 23:13:03] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0179, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:13:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0354, logits_fake: 0.0359
+[2025-01-25 23:13:03] (step=0175400) Train Loss: 0.2453, Train Steps/Sec: 1.99
+[2025-01-25 23:13:53] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0942, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:13:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1885
+[2025-01-25 23:13:54] (step=0175500) Train Loss: 0.2745, Train Steps/Sec: 1.94
+[2025-01-25 23:14:45] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:14:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0723
+[2025-01-25 23:14:45] (step=0175600) Train Loss: 0.2530, Train Steps/Sec: 1.98
+[2025-01-25 23:15:35] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9803, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:15:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0220, logits_fake: 0.0211
+[2025-01-25 23:15:35] (step=0175700) Train Loss: 0.2558, Train Steps/Sec: 1.99
+[2025-01-25 23:16:26] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.1191, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:16:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2373, logits_fake: -0.2383
+[2025-01-25 23:16:26] (step=0175800) Train Loss: 0.2897, Train Steps/Sec: 1.97
+[2025-01-25 23:17:16] (Generator) rec_loss: 0.0275, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: -0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:17:17] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0693, logits_fake: 0.0635
+[2025-01-25 23:17:17] (step=0175900) Train Loss: 0.2716, Train Steps/Sec: 1.98
+[2025-01-25 23:18:07] (Generator) rec_loss: 0.0219, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:18:08] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1128, logits_fake: -0.1245
+[2025-01-25 23:18:08] (step=0176000) Train Loss: 0.2649, Train Steps/Sec: 1.96
+[2025-01-25 23:18:58] (Generator) rec_loss: 0.0183, perceptual_loss: 0.1543, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0339, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:18:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0620, logits_fake: 0.0679
+[2025-01-25 23:18:58] (step=0176100) Train Loss: 0.2930, Train Steps/Sec: 1.99
+[2025-01-25 23:19:48] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9812, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:19:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0027, logits_fake: 0.0042
+[2025-01-25 23:19:48] (step=0176200) Train Loss: 0.2507, Train Steps/Sec: 1.99
+[2025-01-25 23:20:39] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:20:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1387, logits_fake: 0.1387
+[2025-01-25 23:20:39] (step=0176300) Train Loss: 0.2509, Train Steps/Sec: 1.99
+[2025-01-25 23:21:29] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:21:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0540
+[2025-01-25 23:21:29] (step=0176400) Train Loss: 0.2290, Train Steps/Sec: 1.98
+[2025-01-25 23:22:20] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0161, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:22:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0339, logits_fake: 0.0322
+[2025-01-25 23:22:21] (step=0176500) Train Loss: 0.2533, Train Steps/Sec: 1.92
+[2025-01-25 23:23:12] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9804, generator_adv_loss: -0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:23:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0056, logits_fake: 0.0067
+[2025-01-25 23:23:12] (step=0176600) Train Loss: 0.2073, Train Steps/Sec: 1.99
+[2025-01-25 23:24:02] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1924, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0972, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:24:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1943
+[2025-01-25 23:24:02] (step=0176700) Train Loss: 0.2822, Train Steps/Sec: 1.98
+[2025-01-25 23:24:52] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:24:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0026, logits_fake: -0.0015
+[2025-01-25 23:24:53] (step=0176800) Train Loss: 0.2419, Train Steps/Sec: 1.99
+[2025-01-25 23:25:43] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9810, generator_adv_loss: -0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:25:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0623, logits_fake: 0.0640
+[2025-01-25 23:25:43] (step=0176900) Train Loss: 0.2717, Train Steps/Sec: 1.98
+[2025-01-25 23:26:33] (Generator) rec_loss: 0.0359, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:26:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1602
+[2025-01-25 23:26:34] (step=0177000) Train Loss: 0.2670, Train Steps/Sec: 1.95
+[2025-01-25 23:27:24] (Generator) rec_loss: 0.0207, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9831, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:27:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0684, logits_fake: -0.0732
+[2025-01-25 23:27:25] (step=0177100) Train Loss: 0.2951, Train Steps/Sec: 1.99
+[2025-01-25 23:28:15] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:28:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1689
+[2025-01-25 23:28:16] (step=0177200) Train Loss: 0.2828, Train Steps/Sec: 1.97
+[2025-01-25 23:29:06] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1943, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:29:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1338
+[2025-01-25 23:29:06] (step=0177300) Train Loss: 0.3014, Train Steps/Sec: 1.97
+[2025-01-25 23:29:56] (Generator) rec_loss: 0.0218, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9827, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:29:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0811, logits_fake: -0.0820
+[2025-01-25 23:29:57] (step=0177400) Train Loss: 0.3118, Train Steps/Sec: 1.99
+[2025-01-25 23:30:47] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:30:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0459, logits_fake: -0.0444
+[2025-01-25 23:30:48] (step=0177500) Train Loss: 0.2706, Train Steps/Sec: 1.95
+[2025-01-25 23:31:38] (Generator) rec_loss: 0.0397, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:31:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0510, logits_fake: -0.0532
+[2025-01-25 23:31:38] (step=0177600) Train Loss: 0.2881, Train Steps/Sec: 1.99
+[2025-01-25 23:32:29] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0181, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:32:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0400, logits_fake: -0.0361
+[2025-01-25 23:32:29] (step=0177700) Train Loss: 0.2812, Train Steps/Sec: 1.97
+[2025-01-25 23:33:19] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:33:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0781, logits_fake: -0.0776
+[2025-01-25 23:33:19] (step=0177800) Train Loss: 0.2888, Train Steps/Sec: 1.99
+[2025-01-25 23:34:10] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9842, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9838, generator_adv_loss: 0.1177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:34:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2295, logits_fake: -0.2354
+[2025-01-25 23:34:10] (step=0177900) Train Loss: 0.2800, Train Steps/Sec: 1.97
+[2025-01-25 23:35:01] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1904, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9790, generator_adv_loss: 0.0118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:35:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0222, logits_fake: -0.0236
+[2025-01-25 23:35:02] (step=0178000) Train Loss: 0.3031, Train Steps/Sec: 1.93
+[2025-01-25 23:35:52] (Generator) rec_loss: 0.0250, perceptual_loss: 0.1602, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0376, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:35:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0752
+[2025-01-25 23:35:52] (step=0178100) Train Loss: 0.2294, Train Steps/Sec: 1.99
+[2025-01-25 23:36:42] (Generator) rec_loss: 0.0228, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0247, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:36:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0508, logits_fake: -0.0493
+[2025-01-25 23:36:43] (step=0178200) Train Loss: 0.3048, Train Steps/Sec: 1.99
+[2025-01-25 23:37:33] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0552, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:37:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1104
+[2025-01-25 23:37:33] (step=0178300) Train Loss: 0.2535, Train Steps/Sec: 1.99
+[2025-01-25 23:38:23] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:38:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1445
+[2025-01-25 23:38:23] (step=0178400) Train Loss: 0.2638, Train Steps/Sec: 1.99
+[2025-01-25 23:39:13] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9828, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:39:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2188, logits_fake: -0.2158
+[2025-01-25 23:39:14] (step=0178500) Train Loss: 0.3029, Train Steps/Sec: 1.95
+[2025-01-25 23:40:05] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: 0.1904, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:40:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3789, logits_fake: -0.3809
+[2025-01-25 23:40:05] (step=0178600) Train Loss: 0.3139, Train Steps/Sec: 1.97
+[2025-01-25 23:40:56] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:40:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1729
+[2025-01-25 23:40:56] (step=0178700) Train Loss: 0.3070, Train Steps/Sec: 1.97
+[2025-01-25 23:41:46] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:41:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1279
+[2025-01-25 23:41:46] (step=0178800) Train Loss: 0.2692, Train Steps/Sec: 1.98
+[2025-01-25 23:42:36] (Generator) rec_loss: 0.0317, perceptual_loss: 0.1934, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2518, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9788, generator_adv_loss: -0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:42:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1348, logits_fake: 0.1338
+[2025-01-25 23:42:37] (step=0178900) Train Loss: 0.2502, Train Steps/Sec: 1.99
+[2025-01-25 23:43:27] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:43:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1719
+[2025-01-25 23:43:28] (step=0179000) Train Loss: 0.2686, Train Steps/Sec: 1.94
+[2025-01-25 23:44:18] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9825, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:44:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0508, logits_fake: -0.0491
+[2025-01-25 23:44:19] (step=0179100) Train Loss: 0.2622, Train Steps/Sec: 1.99
+[2025-01-25 23:45:09] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9791, generator_adv_loss: 0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:45:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0874, logits_fake: -0.0874
+[2025-01-25 23:45:09] (step=0179200) Train Loss: 0.3197, Train Steps/Sec: 1.98
+[2025-01-25 23:45:59] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:46:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1270
+[2025-01-25 23:46:00] (step=0179300) Train Loss: 0.2765, Train Steps/Sec: 1.99
+[2025-01-25 23:46:50] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9793, generator_adv_loss: 0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:46:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0898, logits_fake: -0.0879
+[2025-01-25 23:46:50] (step=0179400) Train Loss: 0.2841, Train Steps/Sec: 1.97
+[2025-01-25 23:47:41] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:47:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0435, logits_fake: -0.0442
+[2025-01-25 23:47:43] (step=0179500) Train Loss: 0.2683, Train Steps/Sec: 1.90
+[2025-01-25 23:48:33] (Generator) rec_loss: 0.0377, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:48:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.1855
+[2025-01-25 23:48:33] (step=0179600) Train Loss: 0.2507, Train Steps/Sec: 1.99
+[2025-01-25 23:49:23] (Generator) rec_loss: 0.0345, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:49:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1138, logits_fake: -0.1050
+[2025-01-25 23:49:23] (step=0179700) Train Loss: 0.3120, Train Steps/Sec: 1.99
+[2025-01-25 23:50:13] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0134, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:50:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0266, logits_fake: -0.0267
+[2025-01-25 23:50:14] (step=0179800) Train Loss: 0.2978, Train Steps/Sec: 1.99
+[2025-01-25 23:51:04] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.1240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:51:04] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2451, logits_fake: -0.2480
+[2025-01-25 23:51:04] (step=0179900) Train Loss: 0.2861, Train Steps/Sec: 1.98
+[2025-01-25 23:51:54] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:51:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0874, logits_fake: -0.0845
+[2025-01-25 23:51:55] (step=0180000) Train Loss: 0.2928, Train Steps/Sec: 1.95
+[2025-01-25 23:52:46] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:52:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1128, logits_fake: -0.1118
+[2025-01-25 23:52:46] (step=0180100) Train Loss: 0.2837, Train Steps/Sec: 1.98
+[2025-01-25 23:53:09] Beginning epoch 36...
+[2025-01-25 23:53:40] (Generator) rec_loss: 0.0398, perceptual_loss: 0.1875, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:53:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1396
+[2025-01-25 23:53:40] (step=0180200) Train Loss: 0.2409, Train Steps/Sec: 1.84
+[2025-01-25 23:54:31] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1738, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:54:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2734
+[2025-01-25 23:54:31] (step=0180300) Train Loss: 0.2961, Train Steps/Sec: 1.98
+[2025-01-25 23:55:21] (Generator) rec_loss: 0.0341, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:55:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1523
+[2025-01-25 23:55:21] (step=0180400) Train Loss: 0.3189, Train Steps/Sec: 1.99
+[2025-01-25 23:56:11] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9823, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:56:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1543
+[2025-01-25 23:56:12] (step=0180500) Train Loss: 0.2922, Train Steps/Sec: 1.95
+[2025-01-25 23:57:03] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1855, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9800, generator_adv_loss: 0.1045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:57:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2090, logits_fake: -0.2090
+[2025-01-25 23:57:03] (step=0180600) Train Loss: 0.3288, Train Steps/Sec: 1.99
+[2025-01-25 23:57:53] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:57:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0281, logits_fake: -0.0315
+[2025-01-25 23:57:53] (step=0180700) Train Loss: 0.2872, Train Steps/Sec: 1.99
+[2025-01-25 23:58:43] (Generator) rec_loss: 0.0367, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:58:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1128
+[2025-01-25 23:58:44] (step=0180800) Train Loss: 0.3164, Train Steps/Sec: 1.98
+[2025-01-25 23:59:34] (Generator) rec_loss: 0.0379, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9826, generator_adv_loss: -0.0064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-25 23:59:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0082, logits_fake: 0.0128
+[2025-01-25 23:59:35] (step=0180900) Train Loss: 0.2636, Train Steps/Sec: 1.96
+[2025-01-26 00:00:25] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:00:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1641
+[2025-01-26 00:00:26] (step=0181000) Train Loss: 0.3027, Train Steps/Sec: 1.94
+[2025-01-26 00:01:16] (Generator) rec_loss: 0.0259, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0581, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:01:17] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1084, logits_fake: -0.1162
+[2025-01-26 00:01:17] (step=0181100) Train Loss: 0.2344, Train Steps/Sec: 1.98
+[2025-01-26 00:02:07] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:02:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1436
+[2025-01-26 00:02:07] (step=0181200) Train Loss: 0.2420, Train Steps/Sec: 1.99
+[2025-01-26 00:02:57] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:02:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0840, logits_fake: -0.0747
+[2025-01-26 00:02:57] (step=0181300) Train Loss: 0.2596, Train Steps/Sec: 1.99
+[2025-01-26 00:03:48] (Generator) rec_loss: 0.0226, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9801, generator_adv_loss: 0.1050, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:03:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2100
+[2025-01-26 00:03:48] (step=0181400) Train Loss: 0.3282, Train Steps/Sec: 1.98
+[2025-01-26 00:04:38] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:04:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1147, logits_fake: -0.1138
+[2025-01-26 00:04:39] (step=0181500) Train Loss: 0.3185, Train Steps/Sec: 1.95
+[2025-01-26 00:05:29] (Generator) rec_loss: 0.0245, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:05:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1123, logits_fake: 0.1118
+[2025-01-26 00:05:30] (step=0181600) Train Loss: 0.2533, Train Steps/Sec: 1.99
+[2025-01-26 00:06:20] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0503, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:06:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1006
+[2025-01-26 00:06:21] (step=0181700) Train Loss: 0.2347, Train Steps/Sec: 1.96
+[2025-01-26 00:07:11] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:07:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.0967
+[2025-01-26 00:07:11] (step=0181800) Train Loss: 0.2510, Train Steps/Sec: 1.99
+[2025-01-26 00:08:01] (Generator) rec_loss: 0.0346, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:08:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0403, logits_fake: -0.0413
+[2025-01-26 00:08:01] (step=0181900) Train Loss: 0.2739, Train Steps/Sec: 1.99
+[2025-01-26 00:08:51] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:08:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0119, logits_fake: -0.0187
+[2025-01-26 00:08:52] (step=0182000) Train Loss: 0.2005, Train Steps/Sec: 1.95
+[2025-01-26 00:09:43] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:09:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1309, logits_fake: 0.1348
+[2025-01-26 00:09:43] (step=0182100) Train Loss: 0.2375, Train Steps/Sec: 1.97
+[2025-01-26 00:10:33] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:10:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1777
+[2025-01-26 00:10:34] (step=0182200) Train Loss: 0.2438, Train Steps/Sec: 1.99
+[2025-01-26 00:11:24] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0009, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:11:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0027, logits_fake: -0.0018
+[2025-01-26 00:11:24] (step=0182300) Train Loss: 0.2252, Train Steps/Sec: 1.98
+[2025-01-26 00:12:14] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1650, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:12:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1475, logits_fake: -0.1387
+[2025-01-26 00:12:15] (step=0182400) Train Loss: 0.2746, Train Steps/Sec: 1.98
+[2025-01-26 00:13:05] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0126, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:13:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0233, logits_fake: -0.0253
+[2025-01-26 00:13:06] (step=0182500) Train Loss: 0.2863, Train Steps/Sec: 1.93
+[2025-01-26 00:13:56] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:13:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1465, logits_fake: -0.1436
+[2025-01-26 00:13:57] (step=0182600) Train Loss: 0.2938, Train Steps/Sec: 1.99
+[2025-01-26 00:14:47] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1924, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:14:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.2070
+[2025-01-26 00:14:47] (step=0182700) Train Loss: 0.2790, Train Steps/Sec: 1.98
+[2025-01-26 00:15:37] (Generator) rec_loss: 0.0310, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0100, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:15:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0261, logits_fake: -0.0200
+[2025-01-26 00:15:37] (step=0182800) Train Loss: 0.2187, Train Steps/Sec: 1.99
+[2025-01-26 00:16:27] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:16:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1494
+[2025-01-26 00:16:28] (step=0182900) Train Loss: 0.2899, Train Steps/Sec: 1.99
+[2025-01-26 00:17:18] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:17:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1104, logits_fake: -0.1118
+[2025-01-26 00:17:19] (step=0183000) Train Loss: 0.2933, Train Steps/Sec: 1.94
+[2025-01-26 00:18:10] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:18:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1377
+[2025-01-26 00:18:10] (step=0183100) Train Loss: 0.2711, Train Steps/Sec: 1.96
+[2025-01-26 00:19:01] (Generator) rec_loss: 0.0196, perceptual_loss: 0.1533, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9785, generator_adv_loss: 0.0435, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:19:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0830, logits_fake: -0.0869
+[2025-01-26 00:19:01] (step=0183200) Train Loss: 0.2780, Train Steps/Sec: 1.97
+[2025-01-26 00:19:51] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: -0.0071, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:19:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0140, logits_fake: 0.0142
+[2025-01-26 00:19:51] (step=0183300) Train Loss: 0.2139, Train Steps/Sec: 1.99
+[2025-01-26 00:20:41] (Generator) rec_loss: 0.0381, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:20:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0898, logits_fake: -0.0889
+[2025-01-26 00:20:42] (step=0183400) Train Loss: 0.2838, Train Steps/Sec: 1.99
+[2025-01-26 00:21:32] (Generator) rec_loss: 0.0371, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9794, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:21:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0240, logits_fake: -0.0247
+[2025-01-26 00:21:33] (step=0183500) Train Loss: 0.2618, Train Steps/Sec: 1.94
+[2025-01-26 00:22:23] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:22:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1572, logits_fake: -0.1572
+[2025-01-26 00:22:24] (step=0183600) Train Loss: 0.2740, Train Steps/Sec: 1.98
+[2025-01-26 00:23:14] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0566, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:23:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1133
+[2025-01-26 00:23:14] (step=0183700) Train Loss: 0.2574, Train Steps/Sec: 1.99
+[2025-01-26 00:24:04] (Generator) rec_loss: 0.0321, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:24:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2617
+[2025-01-26 00:24:04] (step=0183800) Train Loss: 0.3299, Train Steps/Sec: 1.99
+[2025-01-26 00:24:55] (Generator) rec_loss: 0.0374, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9829, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9838, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:24:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1104, logits_fake: -0.1113
+[2025-01-26 00:24:56] (step=0183900) Train Loss: 0.3182, Train Steps/Sec: 1.95
+[2025-01-26 00:25:46] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9793, generator_adv_loss: 0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:25:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2305, logits_fake: -0.2285
+[2025-01-26 00:25:47] (step=0184000) Train Loss: 0.3109, Train Steps/Sec: 1.93
+[2025-01-26 00:26:37] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:26:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1279
+[2025-01-26 00:26:38] (step=0184100) Train Loss: 0.3082, Train Steps/Sec: 1.99
+[2025-01-26 00:27:28] (Generator) rec_loss: 0.0331, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:27:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1729
+[2025-01-26 00:27:28] (step=0184200) Train Loss: 0.2500, Train Steps/Sec: 1.99
+[2025-01-26 00:28:18] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0493, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:28:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1074, logits_fake: -0.0986
+[2025-01-26 00:28:18] (step=0184300) Train Loss: 0.2941, Train Steps/Sec: 1.99
+[2025-01-26 00:29:09] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:29:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0693, logits_fake: -0.0664
+[2025-01-26 00:29:09] (step=0184400) Train Loss: 0.2401, Train Steps/Sec: 1.97
+[2025-01-26 00:29:59] (Generator) rec_loss: 0.0339, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:30:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0654, logits_fake: -0.0649
+[2025-01-26 00:30:01] (step=0184500) Train Loss: 0.2203, Train Steps/Sec: 1.93
+[2025-01-26 00:30:51] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1885, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0752, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:30:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1504
+[2025-01-26 00:30:51] (step=0184600) Train Loss: 0.3102, Train Steps/Sec: 1.99
+[2025-01-26 00:31:42] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:31:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2129, logits_fake: -0.2148
+[2025-01-26 00:31:42] (step=0184700) Train Loss: 0.2867, Train Steps/Sec: 1.96
+[2025-01-26 00:32:32] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0386, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:32:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0771
+[2025-01-26 00:32:33] (step=0184800) Train Loss: 0.2764, Train Steps/Sec: 1.98
+[2025-01-26 00:33:23] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:33:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1523
+[2025-01-26 00:33:23] (step=0184900) Train Loss: 0.2520, Train Steps/Sec: 1.99
+[2025-01-26 00:34:13] (Generator) rec_loss: 0.0185, perceptual_loss: 0.1406, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:34:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2539
+[2025-01-26 00:34:14] (step=0185000) Train Loss: 0.2800, Train Steps/Sec: 1.95
+[2025-01-26 00:35:04] (Generator) rec_loss: 0.0327, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:35:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1240
+[2025-01-26 00:35:05] (step=0185100) Train Loss: 0.3048, Train Steps/Sec: 1.99
+[2025-01-26 00:35:30] Beginning epoch 37...
+[2025-01-26 00:35:58] (Generator) rec_loss: 0.0332, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:35:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0393, logits_fake: -0.0403
+[2025-01-26 00:35:58] (step=0185200) Train Loss: 0.2912, Train Steps/Sec: 1.86
+[2025-01-26 00:36:49] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9830, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:36:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.0796
+[2025-01-26 00:36:49] (step=0185300) Train Loss: 0.2180, Train Steps/Sec: 1.96
+[2025-01-26 00:37:40] (Generator) rec_loss: 0.0281, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0288, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:37:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0576
+[2025-01-26 00:37:40] (step=0185400) Train Loss: 0.3013, Train Steps/Sec: 1.97
+[2025-01-26 00:38:30] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:38:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1348
+[2025-01-26 00:38:32] (step=0185500) Train Loss: 0.2837, Train Steps/Sec: 1.94
+[2025-01-26 00:39:22] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:39:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0991, logits_fake: -0.0962
+[2025-01-26 00:39:22] (step=0185600) Train Loss: 0.2990, Train Steps/Sec: 1.98
+[2025-01-26 00:40:13] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1758, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0078, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:40:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0197, logits_fake: -0.0156
+[2025-01-26 00:40:13] (step=0185700) Train Loss: 0.2314, Train Steps/Sec: 1.96
+[2025-01-26 00:41:03] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1582, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:41:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0311, logits_fake: -0.0299
+[2025-01-26 00:41:03] (step=0185800) Train Loss: 0.2589, Train Steps/Sec: 1.99
+[2025-01-26 00:41:53] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0874, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:41:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1748
+[2025-01-26 00:41:54] (step=0185900) Train Loss: 0.2926, Train Steps/Sec: 1.99
+[2025-01-26 00:42:44] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9787, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:42:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1289
+[2025-01-26 00:42:45] (step=0186000) Train Loss: 0.2882, Train Steps/Sec: 1.95
+[2025-01-26 00:43:35] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0200, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:43:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0400
+[2025-01-26 00:43:36] (step=0186100) Train Loss: 0.2713, Train Steps/Sec: 1.98
+[2025-01-26 00:44:26] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:44:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0359, logits_fake: -0.0364
+[2025-01-26 00:44:26] (step=0186200) Train Loss: 0.2751, Train Steps/Sec: 1.99
+[2025-01-26 00:45:16] (Generator) rec_loss: 0.0249, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:45:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.2656
+[2025-01-26 00:45:16] (step=0186300) Train Loss: 0.2733, Train Steps/Sec: 1.99
+[2025-01-26 00:46:06] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0310, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:46:07] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0569, logits_fake: -0.0620
+[2025-01-26 00:46:07] (step=0186400) Train Loss: 0.2972, Train Steps/Sec: 1.98
+[2025-01-26 00:46:57] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0286, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:46:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0522, logits_fake: 0.0571
+[2025-01-26 00:46:58] (step=0186500) Train Loss: 0.2477, Train Steps/Sec: 1.96
+[2025-01-26 00:47:48] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1777, vq_loss_sem: 0.0113, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0280, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:47:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0569, logits_fake: 0.0559
+[2025-01-26 00:47:48] (step=0186600) Train Loss: 0.2638, Train Steps/Sec: 1.98
+[2025-01-26 00:48:39] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:48:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0479, logits_fake: -0.0491
+[2025-01-26 00:48:39] (step=0186700) Train Loss: 0.2053, Train Steps/Sec: 1.96
+[2025-01-26 00:49:29] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:49:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0081, logits_fake: -0.0089
+[2025-01-26 00:49:30] (step=0186800) Train Loss: 0.2617, Train Steps/Sec: 1.99
+[2025-01-26 00:50:20] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0137, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:50:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0302, logits_fake: -0.0273
+[2025-01-26 00:50:20] (step=0186900) Train Loss: 0.2204, Train Steps/Sec: 1.99
+[2025-01-26 00:51:10] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9804, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:51:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1299
+[2025-01-26 00:51:12] (step=0187000) Train Loss: 0.2865, Train Steps/Sec: 1.94
+[2025-01-26 00:52:02] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1689, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:52:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.1797
+[2025-01-26 00:52:02] (step=0187100) Train Loss: 0.2792, Train Steps/Sec: 1.99
+[2025-01-26 00:52:52] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9799, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9813, generator_adv_loss: -0.0236, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:52:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0413, logits_fake: 0.0471
+[2025-01-26 00:52:53] (step=0187200) Train Loss: 0.2516, Train Steps/Sec: 1.98
+[2025-01-26 00:53:42] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: -0.0012, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:53:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0006, logits_fake: 0.0024
+[2025-01-26 00:53:43] (step=0187300) Train Loss: 0.2530, Train Steps/Sec: 1.99
+[2025-01-26 00:54:33] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2528, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9796, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:54:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1680
+[2025-01-26 00:54:33] (step=0187400) Train Loss: 0.2892, Train Steps/Sec: 1.99
+[2025-01-26 00:55:23] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0908, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:55:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1816
+[2025-01-26 00:55:25] (step=0187500) Train Loss: 0.2797, Train Steps/Sec: 1.93
+[2025-01-26 00:56:15] (Generator) rec_loss: 0.0369, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0171, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:56:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0396, logits_fake: -0.0342
+[2025-01-26 00:56:16] (step=0187600) Train Loss: 0.2691, Train Steps/Sec: 1.97
+[2025-01-26 00:57:06] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1562, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:57:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1396
+[2025-01-26 00:57:06] (step=0187700) Train Loss: 0.2869, Train Steps/Sec: 1.98
+[2025-01-26 00:57:56] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:57:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1055, logits_fake: -0.1055
+[2025-01-26 00:57:57] (step=0187800) Train Loss: 0.3051, Train Steps/Sec: 1.99
+[2025-01-26 00:58:47] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9820, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:58:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0337, logits_fake: -0.0317
+[2025-01-26 00:58:47] (step=0187900) Train Loss: 0.2608, Train Steps/Sec: 1.97
+[2025-01-26 00:59:37] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0171, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 00:59:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0361, logits_fake: -0.0342
+[2025-01-26 00:59:39] (step=0188000) Train Loss: 0.2599, Train Steps/Sec: 1.95
+[2025-01-26 01:00:29] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9787, generator_adv_loss: 0.0566, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:00:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1138, logits_fake: -0.1133
+[2025-01-26 01:00:29] (step=0188100) Train Loss: 0.2880, Train Steps/Sec: 1.99
+[2025-01-26 01:01:19] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: -0.0035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:01:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0009, logits_fake: 0.0069
+[2025-01-26 01:01:19] (step=0188200) Train Loss: 0.3109, Train Steps/Sec: 1.99
+[2025-01-26 01:02:09] (Generator) rec_loss: 0.0268, perceptual_loss: 0.1816, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:02:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0859, logits_fake: -0.0889
+[2025-01-26 01:02:10] (step=0188300) Train Loss: 0.2717, Train Steps/Sec: 1.99
+[2025-01-26 01:03:00] (Generator) rec_loss: 0.0305, perceptual_loss: 0.1621, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9812, generator_adv_loss: 0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:03:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0102, logits_fake: -0.0066
+[2025-01-26 01:03:00] (step=0188400) Train Loss: 0.2714, Train Steps/Sec: 1.97
+[2025-01-26 01:03:51] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9827, generator_adv_loss: 0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:03:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1309
+[2025-01-26 01:03:52] (step=0188500) Train Loss: 0.2607, Train Steps/Sec: 1.93
+[2025-01-26 01:04:43] (Generator) rec_loss: 0.0367, perceptual_loss: 0.1895, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9789, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:04:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1426
+[2025-01-26 01:04:43] (step=0188600) Train Loss: 0.2907, Train Steps/Sec: 1.97
+[2025-01-26 01:05:33] (Generator) rec_loss: 0.0238, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1235, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:05:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2471
+[2025-01-26 01:05:33] (step=0188700) Train Loss: 0.2961, Train Steps/Sec: 1.99
+[2025-01-26 01:06:23] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:06:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0850, logits_fake: -0.0830
+[2025-01-26 01:06:24] (step=0188800) Train Loss: 0.3187, Train Steps/Sec: 1.98
+[2025-01-26 01:07:14] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:07:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1982, logits_fake: -0.1973
+[2025-01-26 01:07:14] (step=0188900) Train Loss: 0.2973, Train Steps/Sec: 1.99
+[2025-01-26 01:08:04] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0312, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:08:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0630, logits_fake: -0.0625
+[2025-01-26 01:08:06] (step=0189000) Train Loss: 0.3108, Train Steps/Sec: 1.93
+[2025-01-26 01:08:56] (Generator) rec_loss: 0.0316, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:08:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1279
+[2025-01-26 01:08:56] (step=0189100) Train Loss: 0.2911, Train Steps/Sec: 1.99
+[2025-01-26 01:09:46] (Generator) rec_loss: 0.0388, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9814, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:09:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2100, logits_fake: -0.2021
+[2025-01-26 01:09:47] (step=0189200) Train Loss: 0.3077, Train Steps/Sec: 1.98
+[2025-01-26 01:10:37] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9833, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9836, generator_adv_loss: 0.0752, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:10:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1504
+[2025-01-26 01:10:37] (step=0189300) Train Loss: 0.3326, Train Steps/Sec: 1.99
+[2025-01-26 01:11:27] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:11:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0854, logits_fake: -0.0879
+[2025-01-26 01:11:28] (step=0189400) Train Loss: 0.3265, Train Steps/Sec: 1.98
+[2025-01-26 01:12:18] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:12:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1641
+[2025-01-26 01:12:19] (step=0189500) Train Loss: 0.2829, Train Steps/Sec: 1.95
+[2025-01-26 01:13:09] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1641, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9824, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:13:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2676, logits_fake: -0.2656
+[2025-01-26 01:13:09] (step=0189600) Train Loss: 0.3073, Train Steps/Sec: 1.98
+[2025-01-26 01:14:00] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1826, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:14:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1846, logits_fake: -0.1846
+[2025-01-26 01:14:00] (step=0189700) Train Loss: 0.3127, Train Steps/Sec: 1.97
+[2025-01-26 01:14:50] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:14:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3164
+[2025-01-26 01:14:51] (step=0189800) Train Loss: 0.3291, Train Steps/Sec: 1.97
+[2025-01-26 01:15:41] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9815, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:15:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2178, logits_fake: -0.2158
+[2025-01-26 01:15:41] (step=0189900) Train Loss: 0.3268, Train Steps/Sec: 1.99
+[2025-01-26 01:16:32] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:16:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.1846
+[2025-01-26 01:16:33] (step=0190000) Train Loss: 0.3341, Train Steps/Sec: 1.92
+[2025-01-26 01:17:23] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1592, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9801, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0085, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:17:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0203, logits_fake: -0.0171
+[2025-01-26 01:17:24] (step=0190100) Train Loss: 0.3040, Train Steps/Sec: 1.96
+[2025-01-26 01:17:51] Beginning epoch 38...
+[2025-01-26 01:18:18] (Generator) rec_loss: 0.0337, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9815, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0498, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:18:18] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0933, logits_fake: -0.0996
+[2025-01-26 01:18:18] (step=0190200) Train Loss: 0.2506, Train Steps/Sec: 1.85
+[2025-01-26 01:19:08] (Generator) rec_loss: 0.0358, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9798, generator_adv_loss: 0.1445, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:19:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2891
+[2025-01-26 01:19:08] (step=0190300) Train Loss: 0.3223, Train Steps/Sec: 1.99
+[2025-01-26 01:19:58] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1699, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9830, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9841, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:19:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1602
+[2025-01-26 01:19:59] (step=0190400) Train Loss: 0.3163, Train Steps/Sec: 1.99
+[2025-01-26 01:20:49] (Generator) rec_loss: 0.0247, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:20:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1787
+[2025-01-26 01:20:50] (step=0190500) Train Loss: 0.2670, Train Steps/Sec: 1.94
+[2025-01-26 01:21:40] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0583, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:21:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1167
+[2025-01-26 01:21:41] (step=0190600) Train Loss: 0.2854, Train Steps/Sec: 1.97
+[2025-01-26 01:22:31] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:22:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0645, logits_fake: -0.0635
+[2025-01-26 01:22:31] (step=0190700) Train Loss: 0.2779, Train Steps/Sec: 1.98
+[2025-01-26 01:23:22] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:23:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0260, logits_fake: -0.0205
+[2025-01-26 01:23:22] (step=0190800) Train Loss: 0.2849, Train Steps/Sec: 1.97
+[2025-01-26 01:24:12] (Generator) rec_loss: 0.0202, perceptual_loss: 0.1387, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:24:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1328
+[2025-01-26 01:24:12] (step=0190900) Train Loss: 0.2164, Train Steps/Sec: 1.99
+[2025-01-26 01:25:03] (Generator) rec_loss: 0.0266, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9797, generator_adv_loss: 0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:25:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1631, logits_fake: -0.1621
+[2025-01-26 01:25:04] (step=0191000) Train Loss: 0.2609, Train Steps/Sec: 1.95
+[2025-01-26 01:25:54] (Generator) rec_loss: 0.0420, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:25:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0771, logits_fake: -0.0747
+[2025-01-26 01:25:54] (step=0191100) Train Loss: 0.2762, Train Steps/Sec: 1.99
+[2025-01-26 01:26:45] (Generator) rec_loss: 0.0344, perceptual_loss: 0.1680, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9798, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:26:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0571, logits_fake: -0.0544
+[2025-01-26 01:26:45] (step=0191200) Train Loss: 0.2345, Train Steps/Sec: 1.96
+[2025-01-26 01:27:35] (Generator) rec_loss: 0.0227, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:27:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0571, logits_fake: -0.0500
+[2025-01-26 01:27:35] (step=0191300) Train Loss: 0.2627, Train Steps/Sec: 1.99
+[2025-01-26 01:28:26] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:28:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.1030
+[2025-01-26 01:28:26] (step=0191400) Train Loss: 0.2688, Train Steps/Sec: 1.97
+[2025-01-26 01:29:16] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0214, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:29:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0398, logits_fake: -0.0427
+[2025-01-26 01:29:17] (step=0191500) Train Loss: 0.2757, Train Steps/Sec: 1.95
+[2025-01-26 01:30:08] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0300, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:30:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0525, logits_fake: -0.0601
+[2025-01-26 01:30:08] (step=0191600) Train Loss: 0.2619, Train Steps/Sec: 1.97
+[2025-01-26 01:30:58] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9805, generator_adv_loss: -0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:30:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2988, logits_fake: 0.3027
+[2025-01-26 01:30:59] (step=0191700) Train Loss: 0.2664, Train Steps/Sec: 1.99
+[2025-01-26 01:31:49] (Generator) rec_loss: 0.0407, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9795, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9801, generator_adv_loss: 0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:31:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0505, logits_fake: -0.0481
+[2025-01-26 01:31:49] (step=0191800) Train Loss: 0.2233, Train Steps/Sec: 1.99
+[2025-01-26 01:32:39] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9806, generator_adv_loss: -0.0212, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:32:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0396, logits_fake: 0.0425
+[2025-01-26 01:32:39] (step=0191900) Train Loss: 0.2314, Train Steps/Sec: 1.98
+[2025-01-26 01:33:30] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9805, generator_adv_loss: -0.0044, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:33:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0115, logits_fake: 0.0088
+[2025-01-26 01:33:31] (step=0192000) Train Loss: 0.2224, Train Steps/Sec: 1.92
+[2025-01-26 01:34:21] (Generator) rec_loss: 0.0389, perceptual_loss: 0.1914, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9810, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:34:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.1128
+[2025-01-26 01:34:22] (step=0192100) Train Loss: 0.2558, Train Steps/Sec: 1.99
+[2025-01-26 01:35:12] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0210, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:35:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0403, logits_fake: -0.0420
+[2025-01-26 01:35:12] (step=0192200) Train Loss: 0.2453, Train Steps/Sec: 1.98
+[2025-01-26 01:36:03] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:36:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0337, logits_fake: 0.0317
+[2025-01-26 01:36:03] (step=0192300) Train Loss: 0.2446, Train Steps/Sec: 1.97
+[2025-01-26 01:36:53] (Generator) rec_loss: 0.0403, perceptual_loss: 0.2041, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9814, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:36:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1445, logits_fake: 0.1445
+[2025-01-26 01:36:54] (step=0192400) Train Loss: 0.2241, Train Steps/Sec: 1.98
+[2025-01-26 01:37:44] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1709, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:37:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0894
+[2025-01-26 01:37:45] (step=0192500) Train Loss: 0.2400, Train Steps/Sec: 1.94
+[2025-01-26 01:38:35] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: -0.0076, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:38:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0159, logits_fake: 0.0152
+[2025-01-26 01:38:35] (step=0192600) Train Loss: 0.2495, Train Steps/Sec: 1.98
+[2025-01-26 01:39:25] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9794, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9800, generator_adv_loss: 0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:39:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0879, logits_fake: -0.0879
+[2025-01-26 01:39:26] (step=0192700) Train Loss: 0.2408, Train Steps/Sec: 1.99
+[2025-01-26 01:40:16] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9808, generator_adv_loss: -0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:40:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0055, logits_fake: 0.0066
+[2025-01-26 01:40:16] (step=0192800) Train Loss: 0.2439, Train Steps/Sec: 1.97
+[2025-01-26 01:41:06] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9793, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9798, generator_adv_loss: 0.0098, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:41:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0168, logits_fake: -0.0197
+[2025-01-26 01:41:07] (step=0192900) Train Loss: 0.2162, Train Steps/Sec: 1.99
+[2025-01-26 01:41:57] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1543, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:41:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1484
+[2025-01-26 01:41:58] (step=0193000) Train Loss: 0.2484, Train Steps/Sec: 1.95
+[2025-01-26 01:42:48] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9794, generator_adv_loss: -0.0017, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:42:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0002, logits_fake: 0.0035
+[2025-01-26 01:42:49] (step=0193100) Train Loss: 0.2525, Train Steps/Sec: 1.98
+[2025-01-26 01:43:39] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0243, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:43:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0469, logits_fake: -0.0486
+[2025-01-26 01:43:39] (step=0193200) Train Loss: 0.2094, Train Steps/Sec: 1.99
+[2025-01-26 01:44:29] (Generator) rec_loss: 0.0304, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:44:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1299, logits_fake: -0.1348
+[2025-01-26 01:44:29] (step=0193300) Train Loss: 0.2609, Train Steps/Sec: 1.99
+[2025-01-26 01:45:20] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9816, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:45:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2578
+[2025-01-26 01:45:20] (step=0193400) Train Loss: 0.2949, Train Steps/Sec: 1.97
+[2025-01-26 01:46:10] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1787, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9829, generator_adv_loss: 0.0011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:46:12] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: -0.0021
+[2025-01-26 01:46:12] (step=0193500) Train Loss: 0.2696, Train Steps/Sec: 1.94
+[2025-01-26 01:47:02] (Generator) rec_loss: 0.0355, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:47:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1553
+[2025-01-26 01:47:02] (step=0193600) Train Loss: 0.2750, Train Steps/Sec: 1.97
+[2025-01-26 01:47:52] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1660, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0493, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:47:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0947, logits_fake: -0.0986
+[2025-01-26 01:47:53] (step=0193700) Train Loss: 0.2658, Train Steps/Sec: 1.99
+[2025-01-26 01:48:43] (Generator) rec_loss: 0.0334, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:48:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1055, logits_fake: -0.1025
+[2025-01-26 01:48:43] (step=0193800) Train Loss: 0.2736, Train Steps/Sec: 1.98
+[2025-01-26 01:49:33] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9805, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0249, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:49:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0498
+[2025-01-26 01:49:33] (step=0193900) Train Loss: 0.2273, Train Steps/Sec: 1.99
+[2025-01-26 01:50:23] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0063, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:50:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0117, logits_fake: 0.0126
+[2025-01-26 01:50:25] (step=0194000) Train Loss: 0.2773, Train Steps/Sec: 1.94
+[2025-01-26 01:51:15] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1689, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9818, generator_adv_loss: -0.0244, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:51:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0447, logits_fake: 0.0488
+[2025-01-26 01:51:15] (step=0194100) Train Loss: 0.2025, Train Steps/Sec: 1.99
+[2025-01-26 01:52:06] (Generator) rec_loss: 0.0351, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9796, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:52:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0325, logits_fake: 0.0383
+[2025-01-26 01:52:06] (step=0194200) Train Loss: 0.2252, Train Steps/Sec: 1.96
+[2025-01-26 01:52:56] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1826, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:52:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0825, logits_fake: -0.0884
+[2025-01-26 01:52:57] (step=0194300) Train Loss: 0.2614, Train Steps/Sec: 1.98
+[2025-01-26 01:53:47] (Generator) rec_loss: 0.0311, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9817, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:53:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1016, logits_fake: 0.1060
+[2025-01-26 01:53:47] (step=0194400) Train Loss: 0.2458, Train Steps/Sec: 1.99
+[2025-01-26 01:54:37] (Generator) rec_loss: 0.0301, perceptual_loss: 0.1768, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:54:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0654, logits_fake: 0.0723
+[2025-01-26 01:54:39] (step=0194500) Train Loss: 0.2675, Train Steps/Sec: 1.93
+[2025-01-26 01:55:29] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:55:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1235, logits_fake: -0.1211
+[2025-01-26 01:55:29] (step=0194600) Train Loss: 0.2438, Train Steps/Sec: 1.98
+[2025-01-26 01:56:19] (Generator) rec_loss: 0.0257, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9822, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:56:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0811, logits_fake: -0.0703
+[2025-01-26 01:56:20] (step=0194700) Train Loss: 0.2776, Train Steps/Sec: 1.99
+[2025-01-26 01:57:10] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9792, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:57:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1348
+[2025-01-26 01:57:10] (step=0194800) Train Loss: 0.2581, Train Steps/Sec: 1.99
+[2025-01-26 01:58:00] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:58:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0708
+[2025-01-26 01:58:00] (step=0194900) Train Loss: 0.3029, Train Steps/Sec: 1.98
+[2025-01-26 01:58:51] (Generator) rec_loss: 0.0336, perceptual_loss: 0.1777, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9821, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:58:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0737
+[2025-01-26 01:58:53] (step=0195000) Train Loss: 0.2345, Train Steps/Sec: 1.91
+[2025-01-26 01:59:43] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 01:59:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2197, logits_fake: -0.2217
+[2025-01-26 01:59:43] (step=0195100) Train Loss: 0.2818, Train Steps/Sec: 1.99
+[2025-01-26 02:00:12] Beginning epoch 39...
+[2025-01-26 02:00:37] (Generator) rec_loss: 0.0289, perceptual_loss: 0.1631, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9813, generator_adv_loss: 0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:00:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0732, logits_fake: -0.0635
+[2025-01-26 02:00:37] (step=0195200) Train Loss: 0.2734, Train Steps/Sec: 1.86
+[2025-01-26 02:01:27] (Generator) rec_loss: 0.0361, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9805, generator_adv_loss: 0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:01:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0535, logits_fake: -0.0532
+[2025-01-26 02:01:28] (step=0195300) Train Loss: 0.2479, Train Steps/Sec: 1.97
+[2025-01-26 02:02:18] (Generator) rec_loss: 0.0381, perceptual_loss: 0.2021, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9826, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9818, generator_adv_loss: 0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:02:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0334, logits_fake: -0.0330
+[2025-01-26 02:02:18] (step=0195400) Train Loss: 0.2729, Train Steps/Sec: 1.98
+[2025-01-26 02:03:08] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:03:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0933, logits_fake: -0.0889
+[2025-01-26 02:03:09] (step=0195500) Train Loss: 0.2587, Train Steps/Sec: 1.95
+[2025-01-26 02:04:00] (Generator) rec_loss: 0.0315, perceptual_loss: 0.1816, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9828, generator_adv_loss: 0.0618, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:04:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1245, logits_fake: -0.1235
+[2025-01-26 02:04:00] (step=0195600) Train Loss: 0.2781, Train Steps/Sec: 1.97
+[2025-01-26 02:04:50] (Generator) rec_loss: 0.0261, perceptual_loss: 0.1719, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:04:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0034, logits_fake: -0.0002
+[2025-01-26 02:04:50] (step=0195700) Train Loss: 0.2782, Train Steps/Sec: 1.99
+[2025-01-26 02:05:41] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9808, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0117, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:05:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0295, logits_fake: -0.0234
+[2025-01-26 02:05:41] (step=0195800) Train Loss: 0.2858, Train Steps/Sec: 1.97
+[2025-01-26 02:06:31] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1846, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9831, generator_adv_loss: 0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:06:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1045, logits_fake: -0.1060
+[2025-01-26 02:06:31] (step=0195900) Train Loss: 0.2866, Train Steps/Sec: 1.99
+[2025-01-26 02:07:22] (Generator) rec_loss: 0.0270, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9836, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:07:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1826
+[2025-01-26 02:07:23] (step=0196000) Train Loss: 0.2809, Train Steps/Sec: 1.93
+[2025-01-26 02:08:13] (Generator) rec_loss: 0.0228, perceptual_loss: 0.1631, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9806, generator_adv_loss: 0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:08:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1953, logits_fake: -0.1865
+[2025-01-26 02:08:14] (step=0196100) Train Loss: 0.3207, Train Steps/Sec: 1.98
+[2025-01-26 02:09:04] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1768, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9824, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9818, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:09:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2246, logits_fake: -0.2197
+[2025-01-26 02:09:04] (step=0196200) Train Loss: 0.2959, Train Steps/Sec: 1.99
+[2025-01-26 02:09:54] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1836, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9825, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9817, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:09:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1484
+[2025-01-26 02:09:54] (step=0196300) Train Loss: 0.2912, Train Steps/Sec: 1.99
+[2025-01-26 02:10:45] (Generator) rec_loss: 0.0367, perceptual_loss: 0.1865, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:10:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0708, logits_fake: -0.0708
+[2025-01-26 02:10:45] (step=0196400) Train Loss: 0.3143, Train Steps/Sec: 1.97
+[2025-01-26 02:11:35] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1719, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:11:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.1196
+[2025-01-26 02:11:37] (step=0196500) Train Loss: 0.3044, Train Steps/Sec: 1.93
+[2025-01-26 02:12:27] (Generator) rec_loss: 0.0265, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9810, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:12:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1777, logits_fake: -0.1738
+[2025-01-26 02:12:27] (step=0196600) Train Loss: 0.2964, Train Steps/Sec: 1.99
+[2025-01-26 02:13:17] (Generator) rec_loss: 0.0421, perceptual_loss: 0.1777, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9828, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9827, generator_adv_loss: -0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:13:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1367, logits_fake: 0.1396
+[2025-01-26 02:13:17] (step=0196700) Train Loss: 0.2709, Train Steps/Sec: 1.99
+[2025-01-26 02:14:08] (Generator) rec_loss: 0.0264, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9815, generator_adv_loss: -0.0037, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:14:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0084, logits_fake: 0.0074
+[2025-01-26 02:14:08] (step=0196800) Train Loss: 0.2484, Train Steps/Sec: 1.96
+[2025-01-26 02:14:58] (Generator) rec_loss: 0.0220, perceptual_loss: 0.1562, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9812, vq_loss_vis: 0.0113, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2520, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:14:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1826
+[2025-01-26 02:14:59] (step=0196900) Train Loss: 0.3043, Train Steps/Sec: 1.99
+[2025-01-26 02:15:49] (Generator) rec_loss: 0.0230, perceptual_loss: 0.1650, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:15:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1201, logits_fake: -0.1211
+[2025-01-26 02:15:50] (step=0197000) Train Loss: 0.2756, Train Steps/Sec: 1.94
+[2025-01-26 02:16:40] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1807, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2527, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9798, generator_adv_loss: -0.0201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:16:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0410, logits_fake: 0.0403
+[2025-01-26 02:16:41] (step=0197100) Train Loss: 0.2703, Train Steps/Sec: 1.98
+[2025-01-26 02:17:31] (Generator) rec_loss: 0.0306, perceptual_loss: 0.1885, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9808, generator_adv_loss: 0.1167, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:17:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2363, logits_fake: -0.2334
+[2025-01-26 02:17:32] (step=0197200) Train Loss: 0.2592, Train Steps/Sec: 1.96
+[2025-01-26 02:18:22] (Generator) rec_loss: 0.0276, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9790, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9781, generator_adv_loss: 0.0118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:18:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0234, logits_fake: -0.0236
+[2025-01-26 02:18:22] (step=0197300) Train Loss: 0.2761, Train Steps/Sec: 1.99
+[2025-01-26 02:19:12] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9806, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2527, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0050, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:19:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0095, logits_fake: -0.0101
+[2025-01-26 02:19:12] (step=0197400) Train Loss: 0.2844, Train Steps/Sec: 1.98
+[2025-01-26 02:20:03] (Generator) rec_loss: 0.0324, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:20:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1660
+[2025-01-26 02:20:05] (step=0197500) Train Loss: 0.2746, Train Steps/Sec: 1.92
+[2025-01-26 02:20:55] (Generator) rec_loss: 0.0381, perceptual_loss: 0.1670, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9832, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2521, codebook_usage_vis: 0.9824, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:20:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1660
+[2025-01-26 02:20:55] (step=0197600) Train Loss: 0.2863, Train Steps/Sec: 1.99
+[2025-01-26 02:21:45] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1875, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9819, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9816, generator_adv_loss: 0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:21:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0520, logits_fake: -0.0544
+[2025-01-26 02:21:45] (step=0197700) Train Loss: 0.2835, Train Steps/Sec: 1.99
+[2025-01-26 02:22:35] (Generator) rec_loss: 0.0376, perceptual_loss: 0.1865, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9803, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9800, generator_adv_loss: -0.0136, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:22:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0243, logits_fake: 0.0272
+[2025-01-26 02:22:36] (step=0197800) Train Loss: 0.2112, Train Steps/Sec: 1.99
+[2025-01-26 02:23:26] (Generator) rec_loss: 0.0320, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:23:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0118, logits_fake: -0.0120
+[2025-01-26 02:23:26] (step=0197900) Train Loss: 0.2548, Train Steps/Sec: 1.97
+[2025-01-26 02:24:17] (Generator) rec_loss: 0.0308, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9797, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:24:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0854
+[2025-01-26 02:24:18] (step=0198000) Train Loss: 0.2757, Train Steps/Sec: 1.93
+[2025-01-26 02:25:08] (Generator) rec_loss: 0.0318, perceptual_loss: 0.1895, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9792, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9807, generator_adv_loss: 0.0265, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:25:08] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0479, logits_fake: -0.0530
+[2025-01-26 02:25:08] (step=0198100) Train Loss: 0.2292, Train Steps/Sec: 1.99
+[2025-01-26 02:25:59] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1738, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9817, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9797, generator_adv_loss: -0.0270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:25:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0579, logits_fake: 0.0540
+[2025-01-26 02:25:59] (step=0198200) Train Loss: 0.2897, Train Steps/Sec: 1.98
+[2025-01-26 02:26:49] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1748, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9836, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:26:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1270
+[2025-01-26 02:26:50] (step=0198300) Train Loss: 0.2135, Train Steps/Sec: 1.98
+[2025-01-26 02:27:40] (Generator) rec_loss: 0.0296, perceptual_loss: 0.1787, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9807, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9811, generator_adv_loss: 0.0615, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:27:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1206, logits_fake: -0.1230
+[2025-01-26 02:27:40] (step=0198400) Train Loss: 0.2861, Train Steps/Sec: 1.99
+[2025-01-26 02:28:30] (Generator) rec_loss: 0.0323, perceptual_loss: 0.1729, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9823, generator_adv_loss: 0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:28:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0330
+[2025-01-26 02:28:31] (step=0198500) Train Loss: 0.2911, Train Steps/Sec: 1.94
+[2025-01-26 02:29:22] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9802, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2526, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:29:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0850, logits_fake: -0.0874
+[2025-01-26 02:29:22] (step=0198600) Train Loss: 0.2803, Train Steps/Sec: 1.97
+[2025-01-26 02:30:12] (Generator) rec_loss: 0.0319, perceptual_loss: 0.1807, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9803, generator_adv_loss: 0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:30:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0091, logits_fake: -0.0135
+[2025-01-26 02:30:13] (step=0198700) Train Loss: 0.2656, Train Steps/Sec: 1.98
+[2025-01-26 02:31:03] (Generator) rec_loss: 0.0252, perceptual_loss: 0.1641, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9789, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9788, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:31:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0840, logits_fake: -0.0864
+[2025-01-26 02:31:03] (step=0198800) Train Loss: 0.2658, Train Steps/Sec: 1.99
+[2025-01-26 02:31:53] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1680, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2525, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9809, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:31:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0942, logits_fake: -0.0884
+[2025-01-26 02:31:54] (step=0198900) Train Loss: 0.2512, Train Steps/Sec: 1.98
+[2025-01-26 02:32:44] (Generator) rec_loss: 0.0242, perceptual_loss: 0.1709, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2519, codebook_usage_vis: 0.9808, generator_adv_loss: 0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:32:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0767, logits_fake: -0.0781
+[2025-01-26 02:32:46] (step=0199000) Train Loss: 0.2817, Train Steps/Sec: 1.93
+[2025-01-26 02:33:36] (Generator) rec_loss: 0.0246, perceptual_loss: 0.1758, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2526, codebook_usage_sem: 0.9816, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0454, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:33:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0908
+[2025-01-26 02:33:36] (step=0199100) Train Loss: 0.2453, Train Steps/Sec: 1.99
+[2025-01-26 02:34:26] (Generator) rec_loss: 0.0387, perceptual_loss: 0.1914, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9809, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9826, generator_adv_loss: 0.0586, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:34:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1172
+[2025-01-26 02:34:27] (step=0199200) Train Loss: 0.2419, Train Steps/Sec: 1.97
+[2025-01-26 02:35:17] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1660, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9831, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2524, codebook_usage_vis: 0.9832, generator_adv_loss: 0.0008, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:35:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0036, logits_fake: -0.0015
+[2025-01-26 02:35:17] (step=0199300) Train Loss: 0.2655, Train Steps/Sec: 1.99
+[2025-01-26 02:36:07] (Generator) rec_loss: 0.0248, perceptual_loss: 0.1611, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9813, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9802, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:36:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1631, logits_fake: -0.1602
+[2025-01-26 02:36:07] (step=0199400) Train Loss: 0.2744, Train Steps/Sec: 1.99
+[2025-01-26 02:36:58] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1797, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2519, codebook_usage_sem: 0.9811, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9814, generator_adv_loss: 0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:36:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0874
+[2025-01-26 02:36:59] (step=0199500) Train Loss: 0.2561, Train Steps/Sec: 1.92
+[2025-01-26 02:37:49] (Generator) rec_loss: 0.0312, perceptual_loss: 0.1855, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2522, codebook_usage_sem: 0.9818, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2522, codebook_usage_vis: 0.9815, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:37:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0781, logits_fake: -0.0776
+[2025-01-26 02:37:50] (step=0199600) Train Loss: 0.2721, Train Steps/Sec: 1.99
+[2025-01-26 02:38:40] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1572, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2520, codebook_usage_sem: 0.9822, vq_loss_vis: 0.0111, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9819, generator_adv_loss: 0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:38:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1025, logits_fake: -0.1040
+[2025-01-26 02:38:40] (step=0199700) Train Loss: 0.2885, Train Steps/Sec: 1.98
+[2025-01-26 02:39:30] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1729, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9800, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9795, generator_adv_loss: 0.0178, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:39:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0359, logits_fake: -0.0356
+[2025-01-26 02:39:30] (step=0199800) Train Loss: 0.2692, Train Steps/Sec: 1.99
+[2025-01-26 02:40:20] (Generator) rec_loss: 0.0298, perceptual_loss: 0.1748, vq_loss_sem: 0.0112, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2521, codebook_usage_sem: 0.9796, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2525, codebook_usage_vis: 0.9799, generator_adv_loss: 0.0221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:40:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0452, logits_fake: -0.0442
+[2025-01-26 02:40:21] (step=0199900) Train Loss: 0.2737, Train Steps/Sec: 1.99
+[2025-01-26 02:41:11] (Generator) rec_loss: 0.0314, perceptual_loss: 0.1846, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2524, codebook_usage_sem: 0.9804, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9820, generator_adv_loss: 0.0190, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:41:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0400, logits_fake: -0.0381
+[2025-01-26 02:41:12] (step=0200000) Train Loss: 0.2767, Train Steps/Sec: 1.94
+[2025-01-26 02:41:25] Saved checkpoint to results_tokenizer_image/VQ-16-Ablation_Baseline_SingleCodebook_DualCode_40ep/checkpoints/0200000.pt
+[2025-01-26 02:42:16] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1670, vq_loss_sem: 0.0111, commit_loss_sem: 0.0028, entropy_loss_sem: -0.2523, codebook_usage_sem: 0.9814, vq_loss_vis: 0.0112, commit_loss_vis: 0.0028, entropy_loss_vis: -0.2523, codebook_usage_vis: 0.9821, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000
+[2025-01-26 02:42:16] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.1011
+[2025-01-26 02:42:16] (step=0200100) Train Loss: 0.2861, Train Steps/Sec: 1.56
+[2025-01-26 02:42:47] Done!