============================================
eval-all started at Thu May 14 05:10:15 AM AEST 2026
Config (main): /home/ywan0794/MoGe/configs/eval/all_benchmarks.json
Config (fe2e): /home/ywan0794/MoGe/configs/eval/fe2e_all_benchmarks.json
TIMESTAMP: 20260514_051015
Summary file: eval_output/_eval_all_20260514_051015.summary.txt
============================================
Thu May 14 05:10:15 2026       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.163.01             Driver Version: 550.163.01     CUDA Version: 12.4     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA H100 NVL                Off |   00000000:E1:00.0 Off |                    0 |
| N/A   44C    P0             62W /  400W |      14MiB /  95830MiB |      0%      Default |
|                                         |                        |             Disabled |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A      4274      G   /usr/lib/xorg/Xorg                              4MiB |
+-----------------------------------------------------------------------------------------+

============================================
[marigold] starting at Thu May 14 05:10:15 AM AEST 2026  (conda env: marigold)
============================================
Active env: marigold
CUDA: True NVIDIA H100 NVL
The config attributes {'prediction_type': 'depth'} were passed to MarigoldDepthPipeline, but are not expected and will be ignored. Please verify your model_index.json configuration file.
Keyword arguments {'prediction_type': 'depth'} are not expected by MarigoldDepthPipeline and will be ignored.
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[OK] marigold -> eval_output/marigold_20260514_051015.json (3009 bytes) at Thu May 14 05:55:14 AM AEST 2026

============================================
[lotus] starting at Thu May 14 05:55:14 AM AEST 2026  (conda env: lotus)
============================================
Active env: lotus
CUDA: True NVIDIA H100 NVL
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                                                         [ABenchmarks: 100%|██████████| 10/10 [22:02<00:00, 167.97s/it]Benchmarks: 100%|██████████| 10/10 [22:02<00:00, 132.22s/it]
[OK] lotus -> eval_output/lotus_20260514_051015.json (3056 bytes) at Thu May 14 06:17:39 AM AEST 2026

============================================
[depthmaster] starting at Thu May 14 06:17:39 AM AEST 2026  (conda env: depthmaster)
============================================
Active env: depthmaster
CUDA: True NVIDIA H100 NVL
The config attributes {'default_denoising_steps': 10, 'scheduler': ['diffusers', 'DDIMScheduler']} were passed to DepthMasterPipeline, but are not expected and will be ignored. Please verify your model_index.json configuration file.
Keyword arguments {'default_denoising_steps': 10, 'scheduler': ['diffusers', 'DDIMScheduler']} are not expected by DepthMasterPipeline and will be ignored.
Loading pipeline components...:   0%|          | 0/4 [00:00<?, ?it/s]An error occurred while trying to fetch /home/ywan0794/EvalMDE/DepthMaster/ckpt/eval/unet: Error no file named diffusion_pytorch_model.safetensors found in directory /home/ywan0794/EvalMDE/DepthMaster/ckpt/eval/unet.
Defaulting to unsafe serialization. Pass `allow_pickle=False` to raise an error instead.
Some weights of the model checkpoint at /home/ywan0794/EvalMDE/DepthMaster/ckpt/eval/unet were not used when initializing UNet2DConditionModel: 
 ['fftblock.conv_f2.weight, fftblock.conv_f2.bias, fftblock.conv_f1.weight, fftblock.conv_f3.bias, fftblock.conv_f4.bias, fftblock.norm.weight, fftblock.conv_s2.weight, fftblock.fuse.weight, fftblock.conv_s1.weight, fftblock.conv_s2.bias, fftblock.conv_f1.bias, fftblock.conv_f4.weight, fftblock.conv_f3.weight, fftblock.norm.bias, fftblock.fuse.bias, fftblock.conv_s1.bias']
Loading pipeline components...:  50%|█████     | 2/4 [00:14<00:14,  7.23s/it]Loading pipeline components...:  75%|███████▌  | 3/4 [00:14<00:04,  4.27s/it]
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Expected types for unet: (<class 'depthmaster.modules.unet_2d_condition_s2.UNet2DConditionModel'>,), got <class 'diffusers.models.unets.unet_2d_condition.UNet2DConditionModel'>.
An error occurred while trying to fetch /home/ywan0794/EvalMDE/DepthMaster/ckpt/eval/unet: Error no file named diffusion_pytorch_model.safetensors found in directory /home/ywan0794/EvalMDE/DepthMaster/ckpt/eval/unet.
Defaulting to unsafe serialization. Pass `allow_pickle=False` to raise an error instead.
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[OK] depthmaster -> eval_output/depthmaster_20260514_051015.json (3015 bytes) at Thu May 14 06:50:08 AM AEST 2026

============================================
[ppd] starting at Thu May 14 06:50:08 AM AEST 2026  (conda env: ppd)
============================================
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CUDA: True NVIDIA H100 NVL
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                                                         [ABenchmarks: 100%|██████████| 10/10 [55:12<00:00, 388.60s/it]Benchmarks: 100%|██████████| 10/10 [55:12<00:00, 331.25s/it]
[OK] ppd -> eval_output/ppd_20260514_051015.json (3008 bytes) at Thu May 14 07:46:42 AM AEST 2026

============================================
[fe2e] starting at Thu May 14 07:46:42 AM AEST 2026  (conda env: fe2e)
============================================
Active env: fe2e
CUDA: True NVIDIA H100 NVL
[INFO] prompt_type=empty, 跳过Qwen模型加载
create LoRA network from weights
train all blocks only
create LoRA for DIT all blocks: 304 modules.
enable LoRA for U-Net
weights are merged
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                                                        [ABenchmarks:  50%|█████     | 5/10 [51:59<55:25, 665.08s/it]
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                                                           [ABenchmarks:  90%|█████████ | 9/10 [1:51:15<13:30, 810.64s/it]
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                                                         [ABenchmarks: 100%|██████████| 10/10 [2:01:03<00:00, 741.82s/it]Benchmarks: 100%|██████████| 10/10 [2:01:03<00:00, 726.36s/it]
[OK] fe2e -> eval_output/fe2e_20260514_051015.json (3005 bytes) at Thu May 14 09:50:45 AM AEST 2026

============================================
eval-all finished at Thu May 14 09:50:45 AM AEST 2026
============================================
=== Summary ===
[OK] marigold -> eval_output/marigold_20260514_051015.json (3009 bytes) at Thu May 14 05:55:14 AM AEST 2026
[OK] lotus -> eval_output/lotus_20260514_051015.json (3056 bytes) at Thu May 14 06:17:39 AM AEST 2026
[OK] depthmaster -> eval_output/depthmaster_20260514_051015.json (3015 bytes) at Thu May 14 06:50:08 AM AEST 2026
[OK] ppd -> eval_output/ppd_20260514_051015.json (3008 bytes) at Thu May 14 07:46:42 AM AEST 2026
[OK] fe2e -> eval_output/fe2e_20260514_051015.json (3005 bytes) at Thu May 14 09:50:45 AM AEST 2026