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[NbConvertApp] Converting notebook HCP_downstream_raw_flatmaps.ipynb to python
[NbConvertApp] Writing 36445 bytes to HCP_downstream_raw_flatmaps.py
wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information.
wandb: Currently logged in as: ckadirt. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.18.3
wandb: Run data is saved locally in /weka/proj-fmri/ckadirt/fMRI-foundation-model/src/wandb/run-20241127_013141-HCPflat_raw_beta_age_18a4fb68-2904-438d-a472-1c5e5f991d72
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run HCPflat_raw_beta_age
wandb: ⭐️ View project at https://stability.wandb.io/ckadirt/fMRI-foundation-model
wandb: πŸš€ View run at https://stability.wandb.io/ckadirt/fMRI-foundation-model/runs/HCPflat_raw_beta_age_18a4fb68-2904-438d-a472-1c5e5f991d72
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return F.mse_loss(input, target, reduction=self.reduction)
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Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [02:15<04:37, 1.09s/it] Epoch 1/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [02:16<05:13, 1.24s/it] Epoch 1/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [02:17<04:05, 1.03it/s] Epoch 1/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [02:17<03:17, 1.27it/s] Epoch 1/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [02:17<02:42, 1.54it/s] Epoch 1/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [02:18<02:21, 1.76it/s] Epoch 1/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [02:18<02:07, 1.95it/s] Epoch 1/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [02:18<02:04, 1.98it/s] Epoch 1/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [02:19<02:01, 2.02it/s] Epoch 1/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [02:19<01:57, 2.09it/s] Epoch 1/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [02:20<02:31, 1.61it/s] Epoch 1/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [02:23<04:59, 1.23s/it] Epoch 1/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [02:23<03:51, 1.04it/s] Epoch 1/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [02:24<03:06, 1.29it/s] Epoch 1/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [02:24<02:37, 1.53it/s] Epoch 1/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [02:24<02:16, 1.75it/s] Epoch 1/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [02:25<02:00, 1.97it/s] Epoch 1/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [02:25<01:45, 2.24it/s] Epoch 1/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [02:25<01:29, 2.63it/s] Epoch 1/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [02:26<01:19, 2.97it/s] Epoch 1/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [02:26<01:13, 3.18it/s] Epoch 1/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [02:29<05:06, 1.32s/it] Epoch 1/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [02:30<03:59, 1.03s/it] Epoch 1/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [02:30<03:11, 1.20it/s] Epoch 1/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [02:31<02:38, 1.45it/s] Epoch 1/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [02:31<02:14, 1.70it/s] Epoch 1/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [02:31<01:54, 1.99it/s] Epoch 1/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [02:31<01:36, 2.35it/s] Epoch 1/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [02:32<01:22, 2.75it/s] Epoch 1/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [02:32<01:14, 3.04it/s] Epoch 1/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [02:32<01:08, 3.26it/s] Epoch 1/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [02:35<04:23, 1.18s/it] Epoch 1/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [02:36<03:27, 1.07it/s] Epoch 1/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [02:36<02:49, 1.30it/s] Epoch 1/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [02:37<02:22, 1.54it/s] Epoch 1/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [02:37<02:02, 1.79it/s] Epoch 1/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [02:37<01:49, 2.00it/s] Epoch 1/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [02:38<01:39, 2.18it/s] Epoch 1/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [02:38<01:30, 2.38it/s] Epoch 1/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [02:38<01:26, 2.48it/s] Epoch 1/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [02:39<01:23, 2.57it/s] Epoch 1/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [02:41<03:51, 1.09s/it] Epoch 1/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [02:42<03:03, 1.15it/s] Epoch 1/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [02:42<02:32, 1.39it/s] Epoch 1/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [02:42<02:08, 1.64it/s] Epoch 1/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [02:43<01:50, 1.89it/s] Epoch 1/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [02:43<01:38, 2.11it/s] Epoch 1/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [02:43<01:32, 2.24it/s] Epoch 1/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [02:44<01:27, 2.37it/s] Epoch 1/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [02:44<01:24, 2.42it/s] Epoch 1/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [02:45<01:22, 2.47it/s] Epoch 1/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [02:47<03:41, 1.09s/it] Epoch 1/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [02:48<02:56, 1.14it/s] Epoch 1/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [02:48<02:26, 1.37it/s] Epoch 1/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [02:48<02:03, 1.62it/s] Epoch 1/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [02:49<01:46, 1.86it/s] Epoch 1/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [02:49<01:34, 2.09it/s] Epoch 1/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [02:50<01:28, 2.23it/s] Epoch 1/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [02:50<01:22, 2.36it/s] Epoch 1/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [02:50<01:20, 2.42it/s] Epoch 1/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [02:51<01:18, 2.46it/s] Epoch 1/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [02:54<03:40, 1.14s/it] Epoch 1/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [02:54<03:04, 1.04it/s] Epoch 1/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [02:54<02:32, 1.25it/s] Epoch 1/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [02:55<02:07, 1.49it/s] Epoch 1/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [02:55<01:49, 1.73it/s] Epoch 1/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [02:56<01:36, 1.96it/s] Epoch 1/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [02:56<01:26, 2.15it/s] Epoch 1/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [02:56<01:21, 2.28it/s] Epoch 1/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [02:57<01:18, 2.36it/s] Epoch 1/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [02:57<01:15, 2.42it/s] Epoch 1/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [02:59<02:57, 1.03it/s] Epoch 1/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [03:00<02:22, 1.28it/s] Epoch 1/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [03:00<01:59, 1.51it/s] Epoch 1/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [03:00<01:43, 1.74it/s] Epoch 1/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [03:01<01:32, 1.94it/s] Epoch 1/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [03:01<01:23, 2.13it/s] Epoch 1/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [03:02<01:16, 2.30it/s] Epoch 1/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [03:02<01:13, 2.41it/s] Epoch 1/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [03:02<01:10, 2.48it/s] Epoch 1/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [03:03<01:09, 2.51it/s] Epoch 1/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [03:05<03:08, 1.09s/it] Epoch 1/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [03:06<02:28, 1.16it/s] Epoch 1/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [03:06<02:01, 1.41it/s] Epoch 1/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [03:06<01:43, 1.64it/s] Epoch 1/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [03:07<01:30, 1.87it/s] Epoch 1/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [03:07<01:22, 2.03it/s] Epoch 1/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [03:08<01:16, 2.18it/s] Epoch 1/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [03:08<01:11, 2.31it/s] Epoch 1/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [03:08<01:08, 2.41it/s] Epoch 1/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [03:09<01:06, 2.48it/s] Epoch 1/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [03:11<02:55, 1.07s/it] Epoch 1/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [03:12<02:19, 1.16it/s] Epoch 1/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [03:12<01:56, 1.39it/s] Epoch 1/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [03:12<01:38, 1.62it/s] Epoch 1/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [03:13<01:24, 1.88it/s] Epoch 1/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [03:13<01:19, 1.98it/s] Epoch 1/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [03:14<01:13, 2.13it/s] Epoch 1/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [03:14<01:08, 2.28it/s] Epoch 1/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [03:14<01:04, 2.39it/s] Epoch 1/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [03:15<01:02, 2.45it/s] Epoch 1/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [03:17<02:41, 1.06s/it] Epoch 1/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [03:18<02:09, 1.18it/s] Epoch 1/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [03:18<01:47, 1.40it/s] Epoch 1/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [03:18<01:32, 1.63it/s] Epoch 1/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [03:19<01:21, 1.84it/s] Epoch 1/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [03:20<01:50, 1.34it/s] Epoch 1/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [03:20<01:29, 1.64it/s] Epoch 1/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [03:21<01:18, 1.86it/s] Epoch 1/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [03:21<01:11, 2.03it/s] Epoch 1/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [03:21<01:05, 2.19it/s] Epoch 1/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [03:23<02:04, 1.15it/s] Epoch 1/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [03:24<01:42, 1.39it/s] Epoch 1/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [03:24<01:27, 1.60it/s] Epoch 1/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [03:24<01:17, 1.81it/s] Epoch 1/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [03:25<01:09, 2.00it/s] Epoch 1/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [03:26<01:45, 1.31it/s] Epoch 1/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [03:27<01:29, 1.53it/s] Epoch 1/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [03:27<01:17, 1.76it/s] Epoch 1/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [03:27<01:07, 1.99it/s] Epoch 1/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [03:28<01:02, 2.14it/s] Epoch 1/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [03:29<01:46, 1.24it/s] Epoch 1/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [03:30<01:30, 1.45it/s] Epoch 1/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [03:30<01:26, 1.51it/s] Epoch 1/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [03:31<01:15, 1.72it/s] Epoch 1/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [03:31<01:07, 1.92it/s] Epoch 1/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [03:32<01:33, 1.37it/s] Epoch 1/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [03:33<01:19, 1.59it/s] Epoch 1/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [03:33<01:09, 1.80it/s] Epoch 1/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [03:34<01:02, 1.99it/s] Epoch 1/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [03:34<00:57, 2.16it/s] Epoch 1/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [03:35<01:31, 1.35it/s] Epoch 1/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [03:36<01:16, 1.60it/s] Epoch 1/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [03:36<01:06, 1.81it/s] Epoch 1/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [03:36<01:00, 1.98it/s] Epoch 1/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [03:37<00:55, 2.15it/s] Epoch 1/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [03:38<01:35, 1.24it/s] Epoch 1/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [03:39<01:19, 1.47it/s] Epoch 1/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [03:39<01:08, 1.69it/s] Epoch 1/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [03:40<01:00, 1.89it/s] Epoch 1/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [03:40<00:53, 2.11it/s] Epoch 1/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [03:41<01:23, 1.35it/s] Epoch 1/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [03:42<01:10, 1.60it/s] Epoch 1/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [03:42<01:01, 1.80it/s] Epoch 1/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [03:42<00:55, 1.98it/s] Epoch 1/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [03:43<00:50, 2.15it/s] Epoch 1/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [03:44<01:28, 1.22it/s] Epoch 1/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [03:45<01:13, 1.45it/s] Epoch 1/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [03:45<01:03, 1.68it/s] Epoch 1/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [03:46<00:55, 1.90it/s] Epoch 1/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [03:46<00:49, 2.12it/s] Epoch 1/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [03:47<01:16, 1.35it/s] Epoch 1/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [03:48<01:03, 1.61it/s] Epoch 1/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [03:48<00:52, 1.93it/s] Epoch 1/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [03:48<00:41, 2.40it/s] Epoch 1/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [03:48<00:36, 2.71it/s] Epoch 1/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [03:51<01:33, 1.04it/s] Epoch 1/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [03:51<01:15, 1.29it/s] Epoch 1/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [03:51<01:02, 1.53it/s] Epoch 1/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [03:52<00:53, 1.78it/s] Epoch 1/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [03:52<00:46, 2.02it/s] Epoch 1/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [03:53<01:05, 1.42it/s] Epoch 1/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [03:54<00:55, 1.67it/s] Epoch 1/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [03:54<00:48, 1.88it/s] Epoch 1/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [03:54<00:44, 2.04it/s] Epoch 1/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [03:55<00:40, 2.18it/s] Epoch 1/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [03:57<01:28, 1.01s/it] Epoch 1/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [03:57<01:10, 1.23it/s] Epoch 1/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [03:58<00:57, 1.51it/s] Epoch 1/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [03:58<00:45, 1.88it/s] Epoch 1/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [03:58<00:41, 2.04it/s] Epoch 1/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [03:59<00:49, 1.66it/s] Epoch 1/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [04:00<00:42, 1.91it/s] Epoch 1/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [04:00<00:38, 2.10it/s] Epoch 1/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [04:00<00:35, 2.23it/s] Epoch 1/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [04:01<00:33, 2.34it/s] Epoch 1/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [04:03<01:27, 1.12s/it] Epoch 1/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [04:04<01:09, 1.10it/s] Epoch 1/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [04:04<00:57, 1.33it/s] Epoch 1/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [04:05<00:47, 1.58it/s] Epoch 1/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [04:05<00:40, 1.82it/s] Epoch 1/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [04:05<00:36, 2.01it/s] Epoch 1/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [04:06<00:32, 2.22it/s] Epoch 1/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [04:06<00:30, 2.36it/s] Epoch 1/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [04:06<00:28, 2.45it/s] Epoch 1/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [04:07<00:27, 2.52it/s] Epoch 1/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [04:08<00:53, 1.27it/s] Epoch 1/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [04:09<00:40, 1.64it/s] Epoch 1/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [04:09<00:31, 2.08it/s] Epoch 1/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [04:09<00:25, 2.56it/s] Epoch 1/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [04:09<00:20, 3.06it/s] Epoch 1/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [04:10<00:32, 1.93it/s] Epoch 1/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [04:10<00:25, 2.40it/s] Epoch 1/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [04:10<00:21, 2.90it/s] Epoch 1/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [04:11<00:17, 3.44it/s] Epoch 1/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [04:11<00:14, 3.96it/s] Epoch 1/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [04:13<00:56, 1.02it/s] Epoch 1/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [04:14<00:41, 1.36it/s] Epoch 1/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [04:14<00:31, 1.77it/s] Epoch 1/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [04:14<00:24, 2.24it/s] Epoch 1/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [04:14<00:19, 2.75it/s] Epoch 1/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [04:15<00:29, 1.78it/s] Epoch 1/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [04:15<00:23, 2.25it/s] Epoch 1/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [04:15<00:18, 2.76it/s] Epoch 1/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [04:16<00:15, 3.28it/s] Epoch 1/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [04:16<00:12, 3.78it/s] Epoch 1/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [04:19<00:48, 1.01s/it] Epoch 1/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [04:19<00:35, 1.31it/s] Epoch 1/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [04:19<00:26, 1.71it/s] Epoch 1/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [04:19<00:20, 2.18it/s] Epoch 1/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [04:19<00:16, 2.68it/s] Epoch 1/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [04:20<00:23, 1.85it/s] Epoch 1/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [04:20<00:18, 2.33it/s] Epoch 1/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [04:21<00:14, 2.84it/s] Epoch 1/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [04:21<00:11, 3.35it/s] Epoch 1/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [04:21<00:10, 3.86it/s] Epoch 1/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [04:24<00:39, 1.03s/it] Epoch 1/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [04:24<00:28, 1.29it/s] Epoch 1/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [04:24<00:21, 1.69it/s] Epoch 1/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [04:24<00:16, 2.15it/s] Epoch 1/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [04:24<00:12, 2.65it/s] Epoch 1/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [04:25<00:17, 1.92it/s] Epoch 1/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [04:25<00:13, 2.41it/s] Epoch 1/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [04:26<00:10, 2.93it/s] Epoch 1/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [04:26<00:08, 3.43it/s] Epoch 1/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [04:26<00:07, 3.91it/s] Epoch 1/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [04:29<00:29, 1.06s/it] Epoch 1/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [04:29<00:21, 1.26it/s] Epoch 1/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [04:29<00:15, 1.65it/s] Epoch 1/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [04:29<00:11, 2.10it/s] Epoch 1/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [04:30<00:09, 2.61it/s] Epoch 1/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [04:30<00:11, 2.04it/s] Epoch 1/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [04:30<00:08, 2.54it/s] Epoch 1/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [04:31<00:06, 3.06it/s] Epoch 1/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [04:31<00:05, 3.57it/s] Epoch 1/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [04:31<00:04, 4.03it/s] Epoch 1/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [04:34<00:19, 1.08s/it] Epoch 1/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [04:34<00:13, 1.24it/s] Epoch 1/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [04:34<00:09, 1.63it/s] Epoch 1/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [04:35<00:07, 2.08it/s] Epoch 1/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [04:35<00:05, 2.61it/s] Epoch 1/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [04:35<00:05, 2.32it/s] Epoch 1/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [04:35<00:04, 2.87it/s] Epoch 1/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [04:36<00:03, 3.44it/s] Epoch 1/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [04:36<00:02, 4.01it/s] Epoch 1/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [04:36<00:01, 4.51it/s] Epoch 1/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [04:38<00:06, 1.22it/s] Epoch 1/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [04:38<00:04, 1.61it/s] Epoch 1/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [04:38<00:02, 2.08it/s] Epoch 1/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [04:39<00:01, 2.62it/s] Epoch 1/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [04:39<00:01, 3.20it/s] Epoch 1/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [04:39<00:00, 3.77it/s] Epoch 1/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [04:39<00:00, 4.29it/s] Epoch 1/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [04:39<00:00, 4.80it/s]/admin/home-ckadirt/foundation_env/lib/python3.11/site-packages/torch/nn/modules/loss.py:538: UserWarning: Using a target size (torch.Size([198, 1])) that is different to the input size (torch.Size([198])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.
return F.mse_loss(input, target, reduction=self.reduction)
Epoch 1/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [04:39<00:00, 5.34it/s] Epoch 1/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [04:39<00:00, 1.55it/s]
Epoch 1/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 1/50 - Validation: 2%|▏ | 1/48 [00:03<02:28, 3.16s/it] Epoch 1/50 - Validation: 4%|▍ | 2/48 [00:06<02:27, 3.21s/it] Epoch 1/50 - Validation: 6%|β–‹ | 3/48 [00:09<02:21, 3.15s/it] Epoch 1/50 - Validation: 8%|β–Š | 4/48 [00:12<02:19, 3.17s/it] Epoch 1/50 - Validation: 10%|β–ˆ | 5/48 [00:16<02:20, 3.27s/it] Epoch 1/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:19<02:16, 3.25s/it] Epoch 1/50 - Validation: 15%|β–ˆβ– | 7/48 [00:22<02:15, 3.30s/it] Epoch 1/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:26<02:11, 3.30s/it] Epoch 1/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:29<02:07, 3.28s/it] Epoch 1/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:32<02:04, 3.28s/it] Epoch 1/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:36<02:05, 3.38s/it] Epoch 1/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:39<01:59, 3.33s/it] Epoch 1/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:42<01:55, 3.30s/it] Epoch 1/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:45<01:46, 3.14s/it] Epoch 1/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:48<01:40, 3.03s/it] Epoch 1/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:50<01:33, 2.92s/it] Epoch 1/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:53<01:27, 2.81s/it] Epoch 1/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [00:55<01:21, 2.71s/it] Epoch 1/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [00:58<01:16, 2.63s/it] Epoch 1/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [01:00<01:11, 2.56s/it] Epoch 1/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:03<01:08, 2.53s/it] Epoch 1/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:05<01:06, 2.54s/it] Epoch 1/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:08<01:05, 2.61s/it] Epoch 1/50 - Validation: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 24/48 [01:11<01:03, 2.63s/it] Epoch 1/50 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 25/48 [01:13<01:00, 2.62s/it] Epoch 1/50 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 26/48 [01:16<00:57, 2.61s/it] Epoch 1/50 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 27/48 [01:18<00:54, 2.60s/it] Epoch 1/50 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 28/48 [01:21<00:50, 2.54s/it] Epoch 1/50 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 29/48 [01:23<00:48, 2.53s/it] Epoch 1/50 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 30/48 [01:26<00:45, 2.53s/it] Epoch 1/50 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 31/48 [01:28<00:42, 2.51s/it] Epoch 1/50 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 32/48 [01:31<00:40, 2.51s/it] Epoch 1/50 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 33/48 [01:33<00:36, 2.45s/it] Epoch 1/50 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 34/48 [01:36<00:33, 2.42s/it] Epoch 1/50 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 35/48 [01:38<00:31, 2.39s/it] Epoch 1/50 - Validation: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 36/48 [01:40<00:28, 2.38s/it] Epoch 1/50 - Validation: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 37/48 [01:43<00:26, 2.41s/it] Epoch 1/50 - Validation: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 38/48 [01:46<00:26, 2.68s/it] Epoch 1/50 - Validation: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 39/48 [01:49<00:23, 2.67s/it] Epoch 1/50 - Validation: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 40/48 [01:51<00:21, 2.70s/it] Epoch 1/50 - Validation: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 41/48 [01:54<00:18, 2.64s/it] Epoch 1/50 - Validation: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 42/48 [01:56<00:15, 2.61s/it] Epoch 1/50 - Validation: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 43/48 [01:59<00:12, 2.55s/it] Epoch 1/50 - Validation: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 44/48 [02:01<00:09, 2.48s/it] Epoch 1/50 - Validation: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 45/48 [02:03<00:07, 2.43s/it] Epoch 1/50 - Validation: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 46/48 [02:06<00:04, 2.38s/it] Epoch 1/50 - Validation: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 47/48 [02:08<00:02, 2.36s/it]/admin/home-ckadirt/foundation_env/lib/python3.11/site-packages/torch/nn/modules/loss.py:538: UserWarning: Using a target size (torch.Size([50, 1])) that is different to the input size (torch.Size([50])). This will likely lead to incorrect results due to broadcasting. Please ensure they have the same size.
return F.mse_loss(input, target, reduction=self.reduction)
Epoch 1/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:09<00:00, 1.79s/it] Epoch 1/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:09<00:00, 2.69s/it]
Epoch 2/50 - Training: 0%| | 0/435 [00:00<?, ?it/s] Epoch 2/50 - Training: 0%| | 1/435 [00:07<51:25, 7.11s/it] Epoch 2/50 - Training: 0%| | 2/435 [00:07<23:37, 3.27s/it] Epoch 2/50 - Training: 1%| | 3/435 [00:07<13:35, 1.89s/it] Epoch 2/50 - Training: 1%| | 4/435 [00:08<08:35, 1.19s/it] Epoch 2/50 - Training: 1%| | 5/435 [00:08<05:49, 1.23it/s] Epoch 2/50 - Training: 1%|▏ | 6/435 [00:08<04:10, 1.72it/s] Epoch 2/50 - Training: 2%|▏ | 7/435 [00:08<03:07, 2.28it/s] Epoch 2/50 - Training: 2%|▏ | 8/435 [00:08<02:28, 2.87it/s] Epoch 2/50 - Training: 2%|▏ | 9/435 [00:08<02:03, 3.46it/s] Epoch 2/50 - Training: 2%|▏ | 10/435 [00:08<01:45, 4.03it/s] Epoch 2/50 - Training: 3%|β–Ž | 11/435 [00:15<15:36, 2.21s/it] Epoch 2/50 - Training: 3%|β–Ž | 12/435 [00:16<12:54, 1.83s/it] Epoch 2/50 - Training: 3%|β–Ž | 13/435 [00:16<09:19, 1.33s/it] Epoch 2/50 - Training: 3%|β–Ž | 14/435 [00:16<06:46, 1.03it/s] Epoch 2/50 - Training: 3%|β–Ž | 15/435 [00:17<05:01, 1.39it/s] Epoch 2/50 - Training: 4%|β–Ž | 16/435 [00:17<03:47, 1.84it/s] Epoch 2/50 - 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Training: 29%|β–ˆβ–ˆβ–Š | 125/435 [01:49<04:19, 1.19it/s] Epoch 2/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 126/435 [01:49<03:13, 1.60it/s] Epoch 2/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 127/435 [01:49<02:27, 2.09it/s] Epoch 2/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 128/435 [01:49<01:54, 2.68it/s] Epoch 2/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 129/435 [01:49<01:32, 3.31it/s] Epoch 2/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 130/435 [01:49<01:16, 3.98it/s] Epoch 2/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 131/435 [01:49<01:06, 4.60it/s] Epoch 2/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 132/435 [01:56<10:13, 2.03s/it] Epoch 2/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 133/435 [01:56<07:19, 1.46s/it] Epoch 2/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 134/435 [01:56<05:19, 1.06s/it] Epoch 2/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 135/435 [01:56<03:54, 1.28it/s] Epoch 2/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 136/435 [01:56<02:56, 1.70it/s] Epoch 2/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 137/435 [01:56<02:15, 2.20it/s] Epoch 2/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 138/435 [01:56<01:46, 2.80it/s] Epoch 2/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 139/435 [01:57<01:26, 3.41it/s] Epoch 2/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 140/435 [01:57<01:12, 4.07it/s] Epoch 2/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 141/435 [01:57<01:02, 4.68it/s] Epoch 2/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 142/435 [02:03<09:41, 1.98s/it] Epoch 2/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 143/435 [02:03<06:56, 1.43s/it] Epoch 2/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 144/435 [02:03<05:02, 1.04s/it] Epoch 2/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 145/435 [02:03<03:42, 1.30it/s] Epoch 2/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 146/435 [02:03<02:47, 1.73it/s] Epoch 2/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 147/435 [02:04<02:09, 2.23it/s] Epoch 2/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 148/435 [02:04<01:40, 2.84it/s] Epoch 2/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 149/435 [02:04<01:22, 3.48it/s] Epoch 2/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 150/435 [02:04<01:08, 4.13it/s] Epoch 2/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 151/435 [02:04<00:59, 4.76it/s] Epoch 2/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 152/435 [02:11<10:33, 2.24s/it] Epoch 2/50 - 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Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 167/435 [02:19<02:01, 2.20it/s] Epoch 2/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–Š | 168/435 [02:19<01:34, 2.83it/s] Epoch 2/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 169/435 [02:20<01:15, 3.50it/s] Epoch 2/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 170/435 [02:20<01:03, 4.19it/s] Epoch 2/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 171/435 [02:20<00:54, 4.84it/s] Epoch 2/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 172/435 [02:26<09:08, 2.08s/it] Epoch 2/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 173/435 [02:26<06:31, 1.50s/it] Epoch 2/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 174/435 [02:26<04:43, 1.09s/it] Epoch 2/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 175/435 [02:27<03:27, 1.25it/s] Epoch 2/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 176/435 [02:27<02:34, 1.68it/s] Epoch 2/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 177/435 [02:27<01:58, 2.19it/s] Epoch 2/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 178/435 [02:27<01:31, 2.81it/s] Epoch 2/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 179/435 [02:27<01:13, 3.47it/s] Epoch 2/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 180/435 [02:27<01:01, 4.16it/s] Epoch 2/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [02:27<00:52, 4.82it/s] Epoch 2/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [02:34<08:28, 2.01s/it] Epoch 2/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [02:34<06:03, 1.44s/it] Epoch 2/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [02:34<04:23, 1.05s/it] Epoch 2/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [02:34<03:13, 1.29it/s] Epoch 2/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [02:34<02:24, 1.72it/s] Epoch 2/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [02:34<01:51, 2.22it/s] Epoch 2/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [02:34<01:26, 2.85it/s] Epoch 2/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [02:35<01:10, 3.50it/s] Epoch 2/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [02:35<00:58, 4.16it/s] Epoch 2/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [02:35<00:50, 4.81it/s] Epoch 2/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [02:40<07:07, 1.76s/it] Epoch 2/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [02:40<05:06, 1.27s/it] Epoch 2/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [02:40<03:43, 1.08it/s] Epoch 2/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [02:41<02:44, 1.45it/s] Epoch 2/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [02:41<02:04, 1.92it/s] Epoch 2/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [02:41<01:36, 2.46it/s] Epoch 2/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [02:41<01:16, 3.11it/s] Epoch 2/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [02:41<01:01, 3.81it/s] Epoch 2/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [02:41<00:52, 4.51it/s] Epoch 2/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [02:41<00:45, 5.14it/s] Epoch 2/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [02:48<08:03, 2.08s/it] Epoch 2/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [02:48<05:47, 1.50s/it] Epoch 2/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [02:48<04:10, 1.09s/it] Epoch 2/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [02:48<03:05, 1.24it/s] Epoch 2/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [02:48<02:18, 1.65it/s] Epoch 2/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [02:48<01:45, 2.15it/s] Epoch 2/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [02:49<01:22, 2.76it/s] Epoch 2/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [02:49<01:06, 3.41it/s] Epoch 2/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [02:49<00:54, 4.09it/s] Epoch 2/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [02:49<00:47, 4.70it/s] Epoch 2/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [02:55<07:44, 2.08s/it] Epoch 2/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [02:56<05:32, 1.50s/it] Epoch 2/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [02:56<04:00, 1.09s/it] Epoch 2/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [02:56<02:55, 1.25it/s] Epoch 2/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [02:56<02:11, 1.67it/s] Epoch 2/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [02:56<01:40, 2.17it/s] Epoch 2/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [02:56<01:17, 2.79it/s] Epoch 2/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [02:56<01:02, 3.46it/s] Epoch 2/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [02:56<00:52, 4.13it/s] Epoch 2/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [02:57<00:45, 4.75it/s] Epoch 2/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [03:03<07:19, 2.06s/it] Epoch 2/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [03:03<05:14, 1.48s/it] Epoch 2/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [03:03<03:47, 1.08s/it] Epoch 2/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [03:03<02:46, 1.26it/s] Epoch 2/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [03:04<02:04, 1.68it/s] Epoch 2/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [03:04<01:35, 2.18it/s] Epoch 2/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [03:04<01:14, 2.80it/s] Epoch 2/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [03:04<01:00, 3.41it/s] Epoch 2/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [03:04<00:50, 4.09it/s] Epoch 2/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [03:04<00:43, 4.71it/s] Epoch 2/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [03:11<06:57, 2.06s/it] Epoch 2/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [03:11<04:58, 1.48s/it] Epoch 2/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [03:11<03:35, 1.07s/it] Epoch 2/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [03:11<02:37, 1.27it/s] Epoch 2/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [03:11<01:57, 1.69it/s] Epoch 2/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [03:11<01:29, 2.20it/s] Epoch 2/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [03:11<01:09, 2.82it/s] Epoch 2/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [03:11<00:57, 3.41it/s] Epoch 2/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [03:12<00:47, 4.07it/s] Epoch 2/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [03:12<00:41, 4.68it/s] Epoch 2/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [03:18<06:36, 2.05s/it] Epoch 2/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [03:18<04:43, 1.48s/it] Epoch 2/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [03:18<03:24, 1.07s/it] Epoch 2/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [03:19<02:30, 1.26it/s] Epoch 2/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [03:19<01:51, 1.69it/s] Epoch 2/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [03:19<01:25, 2.20it/s] Epoch 2/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [03:19<01:06, 2.82it/s] Epoch 2/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [03:19<00:53, 3.47it/s] Epoch 2/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [03:19<00:44, 4.14it/s] Epoch 2/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [03:19<00:38, 4.75it/s] Epoch 2/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [03:26<06:26, 2.11s/it] Epoch 2/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [03:26<04:35, 1.52s/it] Epoch 2/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [03:26<03:18, 1.10s/it] Epoch 2/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [03:26<02:25, 1.24it/s] Epoch 2/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [03:26<01:48, 1.65it/s] Epoch 2/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [03:27<01:23, 2.13it/s] Epoch 2/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [03:27<01:04, 2.74it/s] Epoch 2/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [03:27<00:51, 3.41it/s] Epoch 2/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [03:27<00:42, 4.07it/s] Epoch 2/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [03:27<00:37, 4.66it/s] Epoch 2/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [03:33<05:49, 2.02s/it] Epoch 2/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [03:33<04:09, 1.45s/it] Epoch 2/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [03:34<03:00, 1.06s/it] Epoch 2/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [03:34<02:12, 1.28it/s] Epoch 2/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [03:34<01:38, 1.71it/s] Epoch 2/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [03:34<01:15, 2.22it/s] Epoch 2/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [03:34<00:59, 2.83it/s] Epoch 2/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [03:34<00:47, 3.48it/s] Epoch 2/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [03:34<00:39, 4.14it/s] Epoch 2/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [03:34<00:34, 4.79it/s] Epoch 2/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [03:41<05:57, 2.19s/it] Epoch 2/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [03:41<04:14, 1.57s/it] Epoch 2/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [03:42<03:04, 1.14s/it] Epoch 2/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [03:42<02:14, 1.19it/s] Epoch 2/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [03:42<01:40, 1.58it/s] Epoch 2/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [03:42<01:17, 2.04it/s] Epoch 2/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [03:42<00:59, 2.63it/s] Epoch 2/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [03:42<00:47, 3.27it/s] Epoch 2/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [03:42<00:39, 3.93it/s] Epoch 2/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [03:42<00:33, 4.55it/s] Epoch 2/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [03:49<05:39, 2.22s/it] Epoch 2/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [03:49<04:01, 1.59s/it] Epoch 2/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [03:50<02:54, 1.15s/it] Epoch 2/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [03:50<02:07, 1.18it/s] Epoch 2/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [03:50<01:34, 1.57it/s] Epoch 2/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [03:50<01:12, 2.05it/s] Epoch 2/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [03:50<00:55, 2.64it/s] Epoch 2/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [03:50<00:44, 3.27it/s] Epoch 2/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [03:50<00:37, 3.91it/s] Epoch 2/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [03:51<00:31, 4.53it/s] Epoch 2/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [03:57<05:17, 2.22s/it] Epoch 2/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [03:58<03:46, 1.59s/it] Epoch 2/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [03:58<02:43, 1.16s/it] Epoch 2/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [03:58<01:59, 1.18it/s] Epoch 2/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [03:58<01:28, 1.57it/s] Epoch 2/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [03:58<01:07, 2.05it/s] Epoch 2/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [03:58<00:51, 2.64it/s] Epoch 2/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [03:58<00:41, 3.28it/s] Epoch 2/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [03:59<00:34, 3.91it/s] Epoch 2/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [03:59<00:29, 4.51it/s] Epoch 2/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [04:05<04:47, 2.16s/it] Epoch 2/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [04:06<03:24, 1.55s/it] Epoch 2/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [04:06<02:27, 1.13s/it] Epoch 2/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [04:06<01:48, 1.20it/s] Epoch 2/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [04:06<01:20, 1.61it/s] Epoch 2/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [04:06<01:01, 2.08it/s] Epoch 2/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [04:06<00:47, 2.65it/s] Epoch 2/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [04:06<00:38, 3.28it/s] Epoch 2/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [04:06<00:31, 3.93it/s] Epoch 2/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [04:07<00:27, 4.59it/s] Epoch 2/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [04:13<04:25, 2.16s/it] Epoch 2/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [04:13<03:08, 1.55s/it] Epoch 2/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [04:14<02:16, 1.13s/it] Epoch 2/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [04:14<01:39, 1.21it/s] Epoch 2/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [04:14<01:13, 1.61it/s] Epoch 2/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [04:14<00:56, 2.09it/s] Epoch 2/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [04:14<00:43, 2.67it/s] Epoch 2/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [04:14<00:35, 3.29it/s] Epoch 2/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [04:14<00:29, 3.92it/s] Epoch 2/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [04:15<00:25, 4.50it/s] Epoch 2/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [04:22<04:13, 2.24s/it] Epoch 2/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [04:22<03:00, 1.61s/it] Epoch 2/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [04:22<02:09, 1.17s/it] Epoch 2/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [04:22<01:34, 1.16it/s] Epoch 2/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [04:22<01:09, 1.56it/s] Epoch 2/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [04:22<00:53, 2.03it/s] Epoch 2/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [04:22<00:41, 2.61it/s] Epoch 2/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [04:22<00:32, 3.23it/s] Epoch 2/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [04:23<00:27, 3.86it/s] Epoch 2/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [04:23<00:23, 4.49it/s] Epoch 2/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [04:29<03:21, 1.95s/it] Epoch 2/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [04:29<02:23, 1.41s/it] Epoch 2/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [04:29<01:43, 1.03s/it] Epoch 2/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [04:29<01:16, 1.31it/s] Epoch 2/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [04:29<00:56, 1.74it/s] Epoch 2/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [04:29<00:43, 2.23it/s] Epoch 2/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [04:30<00:34, 2.83it/s] Epoch 2/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [04:30<00:27, 3.46it/s] Epoch 2/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [04:30<00:23, 4.09it/s] Epoch 2/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [04:30<00:20, 4.60it/s] Epoch 2/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [04:36<02:47, 1.80s/it] Epoch 2/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [04:36<01:59, 1.30s/it] Epoch 2/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [04:36<01:26, 1.05it/s] Epoch 2/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [04:36<01:03, 1.41it/s] Epoch 2/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [04:36<00:47, 1.86it/s] Epoch 2/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [04:36<00:36, 2.38it/s] Epoch 2/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [04:36<00:29, 2.99it/s] Epoch 2/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [04:36<00:23, 3.62it/s] Epoch 2/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [04:37<00:19, 4.26it/s] Epoch 2/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [04:37<00:17, 4.84it/s] Epoch 2/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [04:42<02:26, 1.76s/it] Epoch 2/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [04:42<01:44, 1.27s/it] Epoch 2/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [04:42<01:15, 1.07it/s] Epoch 2/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [04:43<00:55, 1.43it/s] Epoch 2/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [04:43<00:41, 1.88it/s] Epoch 2/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [04:43<00:32, 2.40it/s] Epoch 2/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [04:43<00:25, 3.02it/s] Epoch 2/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [04:43<00:20, 3.65it/s] Epoch 2/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [04:43<00:17, 4.25it/s] Epoch 2/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [04:43<00:15, 4.81it/s] Epoch 2/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [04:49<02:10, 1.79s/it] Epoch 2/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [04:49<01:32, 1.29s/it] Epoch 2/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [04:49<01:06, 1.06it/s] Epoch 2/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [04:49<00:49, 1.43it/s] Epoch 2/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [04:49<00:36, 1.88it/s] Epoch 2/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [04:50<00:28, 2.40it/s] Epoch 2/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [04:50<00:22, 3.03it/s] Epoch 2/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [04:50<00:18, 3.66it/s] Epoch 2/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [04:50<00:15, 4.29it/s] Epoch 2/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [04:50<00:13, 4.86it/s] Epoch 2/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [04:57<02:23, 2.28s/it] Epoch 2/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [04:57<01:41, 1.63s/it] Epoch 2/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [04:57<01:12, 1.18s/it] Epoch 2/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [04:58<00:52, 1.15it/s] Epoch 2/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [04:58<00:38, 1.53it/s] Epoch 2/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [04:58<00:28, 2.00it/s] Epoch 2/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [04:58<00:22, 2.58it/s] Epoch 2/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [04:58<00:17, 3.18it/s] Epoch 2/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [04:58<00:14, 3.81it/s] Epoch 2/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [04:58<00:12, 4.43it/s] Epoch 2/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [05:05<01:58, 2.23s/it] Epoch 2/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [05:06<01:23, 1.60s/it] Epoch 2/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [05:06<00:59, 1.16s/it] Epoch 2/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [05:06<00:42, 1.18it/s] Epoch 2/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [05:06<00:31, 1.57it/s] Epoch 2/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [05:06<00:23, 2.05it/s] Epoch 2/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [05:06<00:17, 2.64it/s] Epoch 2/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [05:06<00:13, 3.29it/s] Epoch 2/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [05:06<00:11, 3.96it/s] Epoch 2/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [05:07<00:09, 4.58it/s] Epoch 2/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [05:14<01:36, 2.25s/it] Epoch 2/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [05:14<01:07, 1.62s/it] Epoch 2/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [05:14<00:48, 1.17s/it] Epoch 2/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [05:14<00:34, 1.16it/s] Epoch 2/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [05:14<00:25, 1.53it/s] Epoch 2/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [05:14<00:19, 1.99it/s] Epoch 2/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [05:14<00:14, 2.57it/s] Epoch 2/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [05:15<00:11, 3.21it/s] Epoch 2/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [05:15<00:09, 3.86it/s] Epoch 2/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [05:15<00:07, 4.49it/s] Epoch 2/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [05:22<01:11, 2.18s/it] Epoch 2/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [05:22<00:50, 1.56s/it] Epoch 2/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [05:22<00:35, 1.13s/it] Epoch 2/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [05:22<00:25, 1.19it/s] Epoch 2/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [05:22<00:18, 1.59it/s] Epoch 2/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [05:22<00:13, 2.08it/s] Epoch 2/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [05:22<00:10, 2.68it/s] Epoch 2/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [05:23<00:07, 3.29it/s] Epoch 2/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [05:23<00:06, 3.96it/s] Epoch 2/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [05:23<00:05, 4.59it/s] Epoch 2/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [05:29<00:48, 2.12s/it] Epoch 2/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [05:29<00:33, 1.53s/it] Epoch 2/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [05:30<00:23, 1.11s/it] Epoch 2/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [05:30<00:16, 1.22it/s] Epoch 2/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [05:30<00:11, 1.62it/s] Epoch 2/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [05:30<00:08, 2.09it/s] Epoch 2/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [05:30<00:06, 2.68it/s] Epoch 2/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [05:30<00:04, 3.29it/s] Epoch 2/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [05:30<00:03, 3.94it/s] Epoch 2/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [05:31<00:03, 4.55it/s] Epoch 2/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [05:35<00:17, 1.38s/it] Epoch 2/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [05:35<00:11, 1.00it/s] Epoch 2/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [05:35<00:08, 1.36it/s] Epoch 2/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [05:35<00:05, 1.81it/s] Epoch 2/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [05:35<00:03, 2.35it/s] Epoch 2/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [05:35<00:02, 2.94it/s] Epoch 2/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [05:35<00:01, 3.65it/s] Epoch 2/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [05:36<00:01, 4.30it/s] Epoch 2/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [05:36<00:01, 4.79it/s] Epoch 2/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [05:36<00:00, 4.98it/s] Epoch 2/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [05:39<00:02, 1.01it/s] Epoch 2/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [05:39<00:01, 1.37it/s] Epoch 2/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [05:39<00:00, 1.81it/s] Epoch 2/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [05:39<00:00, 2.37it/s] Epoch 2/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [05:39<00:00, 1.28it/s]
Epoch 2/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 2/50 - Validation: 2%|▏ | 1/48 [00:03<02:27, 3.13s/it] Epoch 2/50 - Validation: 4%|▍ | 2/48 [00:06<02:30, 3.27s/it] Epoch 2/50 - Validation: 6%|β–‹ | 3/48 [00:09<02:26, 3.26s/it] Epoch 2/50 - Validation: 8%|β–Š | 4/48 [00:13<02:27, 3.35s/it] Epoch 2/50 - Validation: 10%|β–ˆ | 5/48 [00:16<02:25, 3.37s/it] Epoch 2/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:20<02:23, 3.42s/it] Epoch 2/50 - Validation: 15%|β–ˆβ– | 7/48 [00:23<02:19, 3.40s/it] Epoch 2/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:26<02:15, 3.39s/it] Epoch 2/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:30<02:13, 3.43s/it] Epoch 2/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:34<02:12, 3.48s/it] Epoch 2/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:37<02:09, 3.50s/it] Epoch 2/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:41<02:07, 3.53s/it] Epoch 2/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:44<02:02, 3.51s/it] Epoch 2/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:47<01:54, 3.35s/it] Epoch 2/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:50<01:45, 3.19s/it] Epoch 2/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:53<01:37, 3.05s/it] Epoch 2/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:55<01:29, 2.89s/it] Epoch 2/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [00:58<01:23, 2.78s/it] Epoch 2/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [01:00<01:17, 2.67s/it] Epoch 2/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [01:02<01:11, 2.57s/it] Epoch 2/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:05<01:07, 2.50s/it] Epoch 2/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:07<01:04, 2.49s/it] Epoch 2/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:10<01:01, 2.45s/it] Epoch 2/50 - Validation: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 24/48 [01:12<00:59, 2.48s/it] Epoch 2/50 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 25/48 [01:15<00:56, 2.47s/it] Epoch 2/50 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 26/48 [01:17<00:53, 2.42s/it] Epoch 2/50 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 27/48 [01:19<00:50, 2.39s/it] Epoch 2/50 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 28/48 [01:22<00:48, 2.44s/it] Epoch 2/50 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 29/48 [01:24<00:47, 2.50s/it] Epoch 2/50 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 30/48 [01:27<00:45, 2.54s/it] Epoch 2/50 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 31/48 [01:30<00:44, 2.60s/it] Epoch 2/50 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 32/48 [01:32<00:41, 2.59s/it] Epoch 2/50 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 33/48 [01:35<00:38, 2.58s/it] Epoch 2/50 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 34/48 [01:38<00:36, 2.61s/it] Epoch 2/50 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 35/48 [01:40<00:34, 2.65s/it] Epoch 2/50 - Validation: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 36/48 [01:43<00:32, 2.67s/it] Epoch 2/50 - Validation: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 37/48 [01:46<00:29, 2.66s/it] Epoch 2/50 - Validation: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 38/48 [01:48<00:26, 2.63s/it] Epoch 2/50 - Validation: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 39/48 [01:51<00:23, 2.67s/it] Epoch 2/50 - Validation: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 40/48 [01:54<00:21, 2.69s/it] Epoch 2/50 - Validation: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 41/48 [01:56<00:18, 2.70s/it] Epoch 2/50 - Validation: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 42/48 [01:59<00:16, 2.70s/it] Epoch 2/50 - Validation: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 43/48 [02:02<00:13, 2.69s/it] Epoch 2/50 - Validation: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 44/48 [02:04<00:10, 2.67s/it] Epoch 2/50 - Validation: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 45/48 [02:07<00:08, 2.68s/it] Epoch 2/50 - Validation: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 46/48 [02:10<00:05, 2.64s/it] Epoch 2/50 - Validation: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 47/48 [02:12<00:02, 2.63s/it] Epoch 2/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:13<00:00, 1.99s/it] Epoch 2/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:13<00:00, 2.78s/it]
Epoch 3/50 - Training: 0%| | 0/435 [00:00<?, ?it/s] Epoch 3/50 - Training: 0%| | 1/435 [00:12<1:29:00, 12.31s/it] Epoch 3/50 - Training: 0%| | 2/435 [00:12<37:19, 5.17s/it] Epoch 3/50 - Training: 1%| | 3/435 [00:13<22:11, 3.08s/it] Epoch 3/50 - Training: 1%| | 4/435 [00:13<13:53, 1.93s/it] Epoch 3/50 - Training: 1%| | 5/435 [00:13<09:19, 1.30s/it] Epoch 3/50 - Training: 1%|▏ | 6/435 [00:13<06:31, 1.10it/s] Epoch 3/50 - Training: 2%|▏ | 7/435 [00:13<04:42, 1.52it/s] Epoch 3/50 - Training: 2%|▏ | 8/435 [00:13<03:32, 2.01it/s] Epoch 3/50 - Training: 2%|▏ | 9/435 [00:14<02:45, 2.57it/s] Epoch 3/50 - Training: 2%|▏ | 10/435 [00:14<02:14, 3.16it/s] Epoch 3/50 - Training: 3%|β–Ž | 11/435 [00:26<27:11, 3.85s/it] Epoch 3/50 - Training: 3%|β–Ž | 12/435 [00:26<19:10, 2.72s/it] Epoch 3/50 - Training: 3%|β–Ž | 13/435 [00:26<13:37, 1.94s/it] Epoch 3/50 - Training: 3%|β–Ž | 14/435 [00:26<09:48, 1.40s/it] Epoch 3/50 - Training: 3%|β–Ž | 15/435 [00:26<07:10, 1.03s/it] Epoch 3/50 - Training: 4%|β–Ž | 16/435 [00:26<05:20, 1.31it/s] Epoch 3/50 - Training: 4%|▍ | 17/435 [00:26<04:01, 1.73it/s] Epoch 3/50 - Training: 4%|▍ | 18/435 [00:27<03:09, 2.20it/s] Epoch 3/50 - Training: 4%|▍ | 19/435 [00:27<02:34, 2.70it/s] Epoch 3/50 - Training: 5%|▍ | 20/435 [00:27<02:04, 3.32it/s] Epoch 3/50 - Training: 5%|▍ | 21/435 [00:35<18:53, 2.74s/it] Epoch 3/50 - Training: 5%|β–Œ | 22/435 [00:35<13:30, 1.96s/it] Epoch 3/50 - Training: 5%|β–Œ | 23/435 [00:36<09:43, 1.42s/it] Epoch 3/50 - Training: 6%|β–Œ | 24/435 [00:36<07:07, 1.04s/it] Epoch 3/50 - Training: 6%|β–Œ | 25/435 [00:36<05:17, 1.29it/s] Epoch 3/50 - Training: 6%|β–Œ | 26/435 [00:36<03:58, 1.71it/s] Epoch 3/50 - Training: 6%|β–Œ | 27/435 [00:36<03:06, 2.18it/s] Epoch 3/50 - Training: 6%|β–‹ | 28/435 [00:36<02:28, 2.73it/s] Epoch 3/50 - Training: 7%|β–‹ | 29/435 [00:37<02:03, 3.28it/s] Epoch 3/50 - Training: 7%|β–‹ | 30/435 [00:37<01:45, 3.86it/s] Epoch 3/50 - Training: 7%|β–‹ | 31/435 [00:45<18:18, 2.72s/it] Epoch 3/50 - Training: 7%|β–‹ | 32/435 [00:45<13:07, 1.95s/it] Epoch 3/50 - Training: 8%|β–Š | 33/435 [00:45<09:26, 1.41s/it] Epoch 3/50 - Training: 8%|β–Š | 34/435 [00:46<06:52, 1.03s/it] Epoch 3/50 - Training: 8%|β–Š | 35/435 [00:46<05:05, 1.31it/s] Epoch 3/50 - Training: 8%|β–Š | 36/435 [00:46<03:48, 1.74it/s] Epoch 3/50 - Training: 9%|β–Š | 37/435 [00:46<02:54, 2.28it/s] Epoch 3/50 - Training: 9%|β–Š | 38/435 [00:46<02:18, 2.86it/s] Epoch 3/50 - Training: 9%|β–‰ | 39/435 [00:46<01:54, 3.47it/s] Epoch 3/50 - Training: 9%|β–‰ | 40/435 [00:46<01:36, 4.08it/s] Epoch 3/50 - Training: 9%|β–‰ | 41/435 [00:55<18:08, 2.76s/it] Epoch 3/50 - Training: 10%|β–‰ | 42/435 [00:55<13:05, 2.00s/it] Epoch 3/50 - Training: 10%|β–‰ | 43/435 [00:55<09:28, 1.45s/it] Epoch 3/50 - Training: 10%|β–ˆ | 44/435 [00:56<06:55, 1.06s/it] Epoch 3/50 - Training: 10%|β–ˆ | 45/435 [00:56<05:09, 1.26it/s] Epoch 3/50 - Training: 11%|β–ˆ | 46/435 [00:56<03:54, 1.66it/s] Epoch 3/50 - Training: 11%|β–ˆ | 47/435 [00:56<02:59, 2.16it/s] Epoch 3/50 - Training: 11%|β–ˆ | 48/435 [00:56<02:23, 2.71it/s] Epoch 3/50 - Training: 11%|β–ˆβ– | 49/435 [00:56<02:01, 3.18it/s] Epoch 3/50 - 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Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [03:11<08:49, 2.08s/it] Epoch 3/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [03:13<08:00, 1.90s/it] Epoch 3/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [03:13<05:47, 1.38s/it] Epoch 3/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [03:13<04:14, 1.01s/it] Epoch 3/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [03:13<03:11, 1.30it/s] Epoch 3/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [03:13<02:26, 1.70it/s] Epoch 3/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [03:14<01:51, 2.22it/s] Epoch 3/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [03:14<01:29, 2.76it/s] Epoch 3/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [03:16<03:36, 1.14it/s] Epoch 3/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [03:16<02:45, 1.48it/s] Epoch 3/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [03:21<07:36, 1.87s/it] Epoch 3/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [03:22<07:24, 1.83s/it] Epoch 3/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [03:23<05:22, 1.33s/it] Epoch 3/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [03:23<03:56, 1.02it/s] Epoch 3/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [03:23<02:58, 1.35it/s] Epoch 3/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [03:23<02:15, 1.76it/s] Epoch 3/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [03:23<01:43, 2.29it/s] Epoch 3/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [03:23<01:23, 2.84it/s] Epoch 3/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [03:25<03:04, 1.28it/s] Epoch 3/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [03:25<02:21, 1.66it/s] Epoch 3/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [03:30<06:33, 1.68s/it] Epoch 3/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [03:32<07:15, 1.87s/it] Epoch 3/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [03:32<05:14, 1.36s/it] Epoch 3/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [03:32<03:50, 1.00it/s] Epoch 3/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [03:32<02:53, 1.32it/s] Epoch 3/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [03:32<02:12, 1.73it/s] Epoch 3/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [03:33<01:41, 2.25it/s] Epoch 3/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [03:33<01:20, 2.81it/s] Epoch 3/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [03:35<03:17, 1.15it/s] Epoch 3/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [03:35<02:31, 1.48it/s] Epoch 3/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [03:39<06:20, 1.70s/it] Epoch 3/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [03:42<07:15, 1.95s/it] Epoch 3/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [03:42<05:13, 1.41s/it] Epoch 3/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [03:42<03:49, 1.04s/it] Epoch 3/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [03:42<02:51, 1.28it/s] Epoch 3/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [03:42<02:09, 1.69it/s] Epoch 3/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [03:42<01:38, 2.20it/s] Epoch 3/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [03:43<01:19, 2.74it/s] Epoch 3/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [03:45<03:20, 1.08it/s] Epoch 3/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [03:45<02:33, 1.40it/s] Epoch 3/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [03:49<05:43, 1.60s/it] Epoch 3/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [03:52<07:07, 2.00s/it] Epoch 3/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [03:52<05:08, 1.45s/it] Epoch 3/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [03:52<03:45, 1.07s/it] Epoch 3/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [03:52<02:47, 1.25it/s] Epoch 3/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [03:52<02:06, 1.65it/s] Epoch 3/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [03:53<01:36, 2.16it/s] Epoch 3/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [03:53<01:16, 2.70it/s] Epoch 3/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [03:55<03:13, 1.06it/s] Epoch 3/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [03:55<02:27, 1.39it/s] Epoch 3/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [03:58<05:01, 1.48s/it] Epoch 3/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [04:02<06:53, 2.04s/it] Epoch 3/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [04:02<04:58, 1.48s/it] Epoch 3/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [04:02<03:37, 1.08s/it] Epoch 3/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [04:02<02:42, 1.23it/s] Epoch 3/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [04:02<02:02, 1.62it/s] Epoch 3/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [04:03<01:33, 2.13it/s] Epoch 3/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [04:03<01:13, 2.67it/s] Epoch 3/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [04:05<03:07, 1.05it/s] Epoch 3/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [04:05<02:21, 1.38it/s] Epoch 3/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [04:08<04:23, 1.36s/it] Epoch 3/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [04:12<06:38, 2.07s/it] Epoch 3/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [04:12<04:46, 1.49s/it] Epoch 3/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [04:12<03:28, 1.09s/it] Epoch 3/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [04:12<02:35, 1.22it/s] Epoch 3/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [04:12<01:56, 1.62it/s] Epoch 3/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [04:12<01:28, 2.13it/s] Epoch 3/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [04:13<01:09, 2.67it/s] Epoch 3/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [04:15<02:59, 1.04it/s] Epoch 3/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [04:15<02:14, 1.37it/s] Epoch 3/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [04:18<03:55, 1.28s/it] Epoch 3/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [04:22<06:21, 2.08s/it] Epoch 3/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [04:22<04:34, 1.51s/it] Epoch 3/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [04:22<03:19, 1.10s/it] Epoch 3/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [04:22<02:28, 1.21it/s] Epoch 3/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [04:22<01:52, 1.59it/s] Epoch 3/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [04:22<01:25, 2.08it/s] Epoch 3/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [04:23<01:08, 2.60it/s] Epoch 3/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [04:25<02:51, 1.03it/s] Epoch 3/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [04:25<02:09, 1.35it/s] Epoch 3/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [04:27<03:22, 1.16s/it] Epoch 3/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [04:32<06:01, 2.09s/it] Epoch 3/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [04:32<04:19, 1.51s/it] Epoch 3/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [04:32<03:09, 1.11s/it] Epoch 3/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [04:32<02:21, 1.21it/s] Epoch 3/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [04:32<01:46, 1.59it/s] Epoch 3/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [04:32<01:20, 2.08it/s] Epoch 3/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [04:33<01:04, 2.61it/s] Epoch 3/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [04:35<02:34, 1.07it/s] Epoch 3/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [04:35<01:56, 1.41it/s] Epoch 3/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [04:37<02:56, 1.07s/it] Epoch 3/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [04:41<05:47, 2.13s/it] Epoch 3/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [04:42<04:09, 1.54s/it] Epoch 3/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [04:42<03:01, 1.13s/it] Epoch 3/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [04:42<02:15, 1.18it/s] Epoch 3/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [04:42<01:42, 1.55it/s] Epoch 3/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [04:42<01:17, 2.03it/s] Epoch 3/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [04:42<01:01, 2.55it/s] Epoch 3/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [04:45<02:49, 1.09s/it] Epoch 3/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [04:45<02:06, 1.23it/s] Epoch 3/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [04:47<03:04, 1.20s/it] Epoch 3/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [04:52<05:53, 2.31s/it] Epoch 3/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [04:53<04:16, 1.69s/it] Epoch 3/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [04:53<03:07, 1.24s/it] Epoch 3/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [04:53<02:19, 1.08it/s] Epoch 3/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [04:53<01:43, 1.44it/s] Epoch 3/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [04:53<01:18, 1.90it/s] Epoch 3/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [04:53<01:00, 2.41it/s] Epoch 3/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [04:56<02:43, 1.12s/it] Epoch 3/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [04:56<02:02, 1.18it/s] Epoch 3/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [04:58<02:42, 1.13s/it] Epoch 3/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [05:03<05:26, 2.28s/it] Epoch 3/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [05:03<03:53, 1.65s/it] Epoch 3/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [05:03<02:49, 1.20s/it] Epoch 3/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [05:04<02:05, 1.12it/s] Epoch 3/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [05:04<01:34, 1.47it/s] Epoch 3/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [05:04<01:11, 1.94it/s] Epoch 3/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [05:04<00:55, 2.45it/s] Epoch 3/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [05:07<02:38, 1.17s/it] Epoch 3/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [05:07<01:57, 1.15it/s] Epoch 3/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [05:09<02:17, 1.02s/it] Epoch 3/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [05:13<04:40, 2.11s/it] Epoch 3/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [05:13<03:21, 1.53s/it] Epoch 3/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [05:14<02:26, 1.12s/it] Epoch 3/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [05:14<01:48, 1.19it/s] Epoch 3/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [05:14<01:21, 1.58it/s] Epoch 3/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [05:14<01:01, 2.07it/s] Epoch 3/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [05:14<00:48, 2.60it/s] Epoch 3/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [05:17<02:00, 1.05it/s] Epoch 3/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [05:17<01:30, 1.39it/s] Epoch 3/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [05:18<01:49, 1.13it/s] Epoch 3/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [05:22<04:00, 1.96s/it] Epoch 3/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [05:23<02:52, 1.42s/it] Epoch 3/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [05:23<02:05, 1.04s/it] Epoch 3/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [05:23<01:33, 1.28it/s] Epoch 3/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [05:23<01:11, 1.67it/s] Epoch 3/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [05:23<00:54, 2.18it/s] Epoch 3/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [05:23<00:43, 2.70it/s] Epoch 3/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [05:26<01:56, 1.00s/it] Epoch 3/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [05:26<01:27, 1.32it/s] Epoch 3/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [05:27<01:41, 1.12it/s] Epoch 3/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [05:31<03:34, 1.90s/it] Epoch 3/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [05:32<02:34, 1.38s/it] Epoch 3/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [05:32<01:52, 1.01s/it] Epoch 3/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [05:32<01:23, 1.31it/s] Epoch 3/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [05:32<01:03, 1.72it/s] Epoch 3/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [05:32<00:48, 2.23it/s] Epoch 3/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [05:32<00:38, 2.76it/s] Epoch 3/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [05:35<01:43, 1.03it/s] Epoch 3/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [05:35<01:17, 1.36it/s] Epoch 3/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [05:36<01:30, 1.15it/s] Epoch 3/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [05:41<03:18, 1.93s/it] Epoch 3/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [05:41<02:22, 1.40s/it] Epoch 3/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [05:41<01:44, 1.03s/it] Epoch 3/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [05:41<01:17, 1.29it/s] Epoch 3/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [05:41<00:58, 1.68it/s] Epoch 3/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [05:41<00:44, 2.19it/s] Epoch 3/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [05:42<00:35, 2.72it/s] Epoch 3/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [05:44<01:44, 1.09s/it] Epoch 3/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [05:45<01:17, 1.22it/s] Epoch 3/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [05:46<01:32, 1.02it/s] Epoch 3/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [05:50<03:07, 2.02s/it] Epoch 3/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [05:51<02:14, 1.46s/it] Epoch 3/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [05:51<01:37, 1.07s/it] Epoch 3/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [05:51<01:12, 1.25it/s] Epoch 3/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [05:51<00:53, 1.65it/s] Epoch 3/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [05:51<00:40, 2.15it/s] Epoch 3/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [05:51<00:32, 2.68it/s] Epoch 3/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [05:54<01:36, 1.12s/it] Epoch 3/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [05:54<01:11, 1.19it/s] Epoch 3/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [05:56<01:30, 1.08s/it] Epoch 3/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [06:00<02:43, 1.97s/it] Epoch 3/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [06:00<01:58, 1.45s/it] Epoch 3/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [06:00<01:27, 1.07s/it] Epoch 3/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [06:01<01:05, 1.23it/s] Epoch 3/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [06:01<00:50, 1.55it/s] Epoch 3/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [06:01<00:38, 2.03it/s] Epoch 3/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [06:01<00:30, 2.53it/s] Epoch 3/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [06:04<01:21, 1.07s/it] Epoch 3/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [06:04<01:00, 1.24it/s] Epoch 3/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [06:06<01:23, 1.13s/it] Epoch 3/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [06:09<02:13, 1.83s/it] Epoch 3/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [06:10<01:35, 1.33s/it] Epoch 3/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [06:10<01:09, 1.02it/s] Epoch 3/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [06:10<00:51, 1.36it/s] Epoch 3/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [06:10<00:38, 1.78it/s] Epoch 3/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [06:10<00:29, 2.30it/s] Epoch 3/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [06:10<00:23, 2.84it/s] Epoch 3/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [06:13<01:14, 1.12s/it] Epoch 3/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [06:13<00:54, 1.19it/s] Epoch 3/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [06:16<01:20, 1.26s/it] Epoch 3/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [06:19<02:01, 1.92s/it] Epoch 3/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [06:19<01:26, 1.39s/it] Epoch 3/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [06:19<01:02, 1.02s/it] Epoch 3/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [06:20<00:46, 1.29it/s] Epoch 3/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [06:20<00:34, 1.69it/s] Epoch 3/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [06:20<00:26, 2.22it/s] Epoch 3/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [06:20<00:20, 2.77it/s] Epoch 3/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [06:23<01:06, 1.19s/it] Epoch 3/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [06:23<00:48, 1.13it/s] Epoch 3/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [06:26<01:11, 1.33s/it] Epoch 3/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [06:29<01:40, 1.90s/it] Epoch 3/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [06:29<01:11, 1.38s/it] Epoch 3/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [06:29<00:51, 1.01s/it] Epoch 3/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [06:29<00:38, 1.31it/s] Epoch 3/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [06:30<00:28, 1.72it/s] Epoch 3/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [06:30<00:21, 2.24it/s] Epoch 3/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [06:30<00:16, 2.79it/s] Epoch 3/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [06:33<00:55, 1.21s/it] Epoch 3/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [06:33<00:40, 1.10it/s] Epoch 3/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [06:36<01:06, 1.51s/it] Epoch 3/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [06:39<01:17, 1.80s/it] Epoch 3/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [06:39<00:55, 1.31s/it] Epoch 3/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [06:39<00:39, 1.03it/s] Epoch 3/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [06:39<00:29, 1.36it/s] Epoch 3/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [06:39<00:22, 1.76it/s] Epoch 3/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [06:40<00:16, 2.25it/s] Epoch 3/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [06:40<00:13, 2.74it/s] Epoch 3/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [06:43<00:39, 1.09s/it] Epoch 3/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [06:43<00:29, 1.20it/s] Epoch 3/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [06:45<00:47, 1.39s/it] Epoch 3/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [06:48<00:58, 1.78s/it] Epoch 3/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [06:48<00:41, 1.30s/it] Epoch 3/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [06:49<00:29, 1.04it/s] Epoch 3/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [06:49<00:21, 1.37it/s] Epoch 3/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [06:49<00:16, 1.76it/s] Epoch 3/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [06:49<00:12, 2.26it/s] Epoch 3/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [06:49<00:09, 2.76it/s] Epoch 3/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [06:52<00:31, 1.23s/it] Epoch 3/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [06:53<00:25, 1.02s/it] Epoch 3/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [06:56<00:36, 1.50s/it] Epoch 3/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [06:58<00:40, 1.77s/it] Epoch 3/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [06:58<00:28, 1.30s/it] Epoch 3/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [06:58<00:20, 1.04it/s] Epoch 3/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [06:59<00:14, 1.37it/s] Epoch 3/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [06:59<00:10, 1.78it/s] Epoch 3/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [06:59<00:07, 2.28it/s] Epoch 3/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [06:59<00:06, 2.78it/s] Epoch 3/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [07:03<00:22, 1.38s/it] Epoch 3/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [07:04<00:18, 1.22s/it] Epoch 3/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [07:06<00:22, 1.58s/it] Epoch 3/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [07:08<00:22, 1.73s/it] Epoch 3/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [07:08<00:15, 1.26s/it] Epoch 3/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [07:09<00:10, 1.07it/s] Epoch 3/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [07:09<00:07, 1.40it/s] Epoch 3/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [07:09<00:04, 1.81it/s] Epoch 3/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [07:09<00:03, 2.30it/s] Epoch 3/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [07:09<00:02, 2.82it/s] Epoch 3/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [07:11<00:05, 1.19it/s] Epoch 3/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [07:12<00:03, 1.27it/s] Epoch 3/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [07:13<00:03, 1.19it/s] Epoch 3/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [07:14<00:02, 1.14it/s] Epoch 3/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [07:14<00:01, 1.51it/s] Epoch 3/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [07:14<00:00, 1.95it/s] Epoch 3/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [07:14<00:00, 2.46it/s] Epoch 3/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [07:14<00:00, 1.00it/s]
Epoch 3/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 3/50 - Validation: 2%|▏ | 1/48 [00:03<02:36, 3.33s/it] Epoch 3/50 - Validation: 4%|▍ | 2/48 [00:06<02:36, 3.39s/it] Epoch 3/50 - Validation: 6%|β–‹ | 3/48 [00:10<02:29, 3.33s/it] Epoch 3/50 - Validation: 8%|β–Š | 4/48 [00:13<02:26, 3.34s/it] Epoch 3/50 - Validation: 10%|β–ˆ | 5/48 [00:16<02:24, 3.36s/it] Epoch 3/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:20<02:20, 3.34s/it] Epoch 3/50 - Validation: 15%|β–ˆβ– | 7/48 [00:23<02:17, 3.35s/it] Epoch 3/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:26<02:13, 3.34s/it] Epoch 3/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:30<02:13, 3.43s/it] Epoch 3/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:34<02:12, 3.49s/it] Epoch 3/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:37<02:09, 3.50s/it] Epoch 3/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:41<02:07, 3.55s/it] Epoch 3/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:44<02:04, 3.55s/it] Epoch 3/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:47<01:54, 3.37s/it] Epoch 3/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:50<01:45, 3.20s/it] Epoch 3/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:53<01:37, 3.04s/it] Epoch 3/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:55<01:29, 2.89s/it] Epoch 3/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [00:58<01:23, 2.78s/it] Epoch 3/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [01:00<01:17, 2.66s/it] Epoch 3/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [01:03<01:13, 2.61s/it] Epoch 3/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:05<01:08, 2.53s/it] Epoch 3/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:07<01:04, 2.46s/it] Epoch 3/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:10<01:00, 2.43s/it] Epoch 3/50 - Validation: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 24/48 [01:12<01:00, 2.52s/it] Epoch 3/50 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 25/48 [01:15<00:59, 2.60s/it] Epoch 3/50 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 26/48 [01:18<00:57, 2.63s/it] Epoch 3/50 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 27/48 [01:21<00:55, 2.66s/it] Epoch 3/50 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 28/48 [01:23<00:53, 2.68s/it] Epoch 3/50 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 29/48 [01:26<00:50, 2.68s/it] Epoch 3/50 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 30/48 [01:29<00:48, 2.69s/it] Epoch 3/50 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 31/48 [01:31<00:46, 2.72s/it] Epoch 3/50 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 32/48 [01:34<00:43, 2.70s/it] Epoch 3/50 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 33/48 [01:37<00:40, 2.71s/it] Epoch 3/50 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 34/48 [01:40<00:38, 2.78s/it] Epoch 3/50 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 35/48 [01:43<00:36, 2.77s/it] Epoch 3/50 - Validation: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 36/48 [01:45<00:33, 2.76s/it] Epoch 3/50 - Validation: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 37/48 [01:48<00:30, 2.74s/it] Epoch 3/50 - Validation: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 38/48 [01:51<00:26, 2.69s/it] Epoch 3/50 - Validation: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 39/48 [01:53<00:24, 2.70s/it] Epoch 3/50 - Validation: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 40/48 [01:56<00:21, 2.71s/it] Epoch 3/50 - Validation: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 41/48 [01:59<00:18, 2.70s/it] Epoch 3/50 - Validation: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 42/48 [02:01<00:16, 2.67s/it] Epoch 3/50 - Validation: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 43/48 [02:04<00:13, 2.62s/it] Epoch 3/50 - Validation: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 44/48 [02:06<00:10, 2.62s/it] Epoch 3/50 - Validation: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 45/48 [02:09<00:07, 2.64s/it] Epoch 3/50 - Validation: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 46/48 [02:12<00:05, 2.66s/it] Epoch 3/50 - Validation: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 47/48 [02:14<00:02, 2.67s/it] Epoch 3/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:15<00:00, 2.03s/it] Epoch 3/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:15<00:00, 2.82s/it]
Epoch 4/50 - Training: 0%| | 0/435 [00:00<?, ?it/s] Epoch 4/50 - Training: 0%| | 1/435 [00:13<1:40:18, 13.87s/it] Epoch 4/50 - Training: 0%| | 2/435 [00:14<41:48, 5.79s/it] Epoch 4/50 - Training: 1%| | 3/435 [00:14<23:11, 3.22s/it] Epoch 4/50 - Training: 1%| | 4/435 [00:14<14:23, 2.00s/it] Epoch 4/50 - Training: 1%| | 5/435 [00:14<09:35, 1.34s/it] Epoch 4/50 - Training: 1%|▏ | 6/435 [00:14<06:38, 1.08it/s] Epoch 4/50 - Training: 2%|▏ | 7/435 [00:14<04:47, 1.49it/s] Epoch 4/50 - Training: 2%|▏ | 8/435 [00:14<03:37, 1.96it/s] Epoch 4/50 - Training: 2%|▏ | 9/435 [00:15<02:49, 2.52it/s] Epoch 4/50 - Training: 2%|▏ | 10/435 [00:15<02:14, 3.15it/s] Epoch 4/50 - Training: 3%|β–Ž | 11/435 [00:26<26:15, 3.72s/it] Epoch 4/50 - Training: 3%|β–Ž | 12/435 [00:26<18:30, 2.63s/it] Epoch 4/50 - Training: 3%|β–Ž | 13/435 [00:26<13:12, 1.88s/it] Epoch 4/50 - Training: 3%|β–Ž | 14/435 [00:27<09:28, 1.35s/it] Epoch 4/50 - Training: 3%|β–Ž | 15/435 [00:27<06:52, 1.02it/s] Epoch 4/50 - Training: 4%|β–Ž | 16/435 [00:27<05:04, 1.37it/s] Epoch 4/50 - Training: 4%|▍ | 17/435 [00:27<03:49, 1.82it/s] Epoch 4/50 - Training: 4%|▍ | 18/435 [00:27<02:57, 2.35it/s] Epoch 4/50 - Training: 4%|▍ | 19/435 [00:27<02:19, 2.98it/s] Epoch 4/50 - Training: 5%|▍ | 20/435 [00:27<01:53, 3.66it/s] Epoch 4/50 - Training: 5%|▍ | 21/435 [00:35<16:35, 2.40s/it] Epoch 4/50 - Training: 5%|β–Œ | 22/435 [00:35<11:51, 1.72s/it] Epoch 4/50 - Training: 5%|β–Œ | 23/435 [00:35<08:34, 1.25s/it] Epoch 4/50 - Training: 6%|β–Œ | 24/435 [00:35<06:15, 1.10it/s] Epoch 4/50 - Training: 6%|β–Œ | 25/435 [00:35<04:40, 1.46it/s] Epoch 4/50 - Training: 6%|β–Œ | 26/435 [00:35<03:31, 1.93it/s] Epoch 4/50 - Training: 6%|β–Œ | 27/435 [00:36<02:48, 2.43it/s] Epoch 4/50 - Training: 6%|β–‹ | 28/435 [00:36<02:15, 3.00it/s] Epoch 4/50 - Training: 7%|β–‹ | 29/435 [00:36<01:49, 3.70it/s] Epoch 4/50 - Training: 7%|β–‹ | 30/435 [00:36<01:34, 4.27it/s] Epoch 4/50 - Training: 7%|β–‹ | 31/435 [00:44<16:24, 2.44s/it] Epoch 4/50 - Training: 7%|β–‹ | 32/435 [00:44<11:48, 1.76s/it] Epoch 4/50 - Training: 8%|β–Š | 33/435 [00:44<08:32, 1.28s/it] Epoch 4/50 - Training: 8%|β–Š | 34/435 [00:44<06:16, 1.06it/s] Epoch 4/50 - Training: 8%|β–Š | 35/435 [00:44<04:43, 1.41it/s] Epoch 4/50 - Training: 8%|β–Š | 36/435 [00:44<03:37, 1.84it/s] Epoch 4/50 - Training: 9%|β–Š | 37/435 [00:45<02:52, 2.30it/s] Epoch 4/50 - Training: 9%|β–Š | 38/435 [00:45<02:18, 2.86it/s] Epoch 4/50 - Training: 9%|β–‰ | 39/435 [00:45<01:51, 3.54it/s] Epoch 4/50 - Training: 9%|β–‰ | 40/435 [00:45<01:35, 4.13it/s] Epoch 4/50 - Training: 9%|β–‰ | 41/435 [00:52<15:44, 2.40s/it] Epoch 4/50 - Training: 10%|β–‰ | 42/435 [00:53<11:16, 1.72s/it] Epoch 4/50 - Training: 10%|β–‰ | 43/435 [00:53<08:19, 1.27s/it] Epoch 4/50 - Training: 10%|β–ˆ | 44/435 [00:53<06:04, 1.07it/s] Epoch 4/50 - Training: 10%|β–ˆ | 45/435 [00:53<04:31, 1.44it/s] Epoch 4/50 - Training: 11%|β–ˆ | 46/435 [00:53<03:25, 1.90it/s] Epoch 4/50 - Training: 11%|β–ˆ | 47/435 [00:53<02:41, 2.40it/s] Epoch 4/50 - Training: 11%|β–ˆ | 48/435 [00:53<02:10, 2.97it/s] Epoch 4/50 - Training: 11%|β–ˆβ– | 49/435 [00:54<01:46, 3.62it/s] Epoch 4/50 - Training: 11%|β–ˆβ– | 50/435 [00:54<01:29, 4.28it/s] Epoch 4/50 - Training: 12%|β–ˆβ– | 51/435 [01:01<15:09, 2.37s/it] Epoch 4/50 - Training: 12%|β–ˆβ– | 52/435 [01:01<10:52, 1.70s/it] Epoch 4/50 - Training: 12%|β–ˆβ– | 53/435 [01:02<08:30, 1.34s/it] Epoch 4/50 - Training: 12%|β–ˆβ– | 54/435 [01:02<06:11, 1.02it/s] Epoch 4/50 - Training: 13%|β–ˆβ–Ž | 55/435 [01:02<04:36, 1.37it/s] Epoch 4/50 - Training: 13%|β–ˆβ–Ž | 56/435 [01:02<03:29, 1.81it/s] Epoch 4/50 - Training: 13%|β–ˆβ–Ž | 57/435 [01:02<02:41, 2.34it/s] Epoch 4/50 - Training: 13%|β–ˆβ–Ž | 58/435 [01:02<02:10, 2.90it/s] Epoch 4/50 - Training: 14%|β–ˆβ–Ž | 59/435 [01:03<01:46, 3.54it/s] Epoch 4/50 - Training: 14%|β–ˆβ– | 60/435 [01:03<01:28, 4.23it/s] Epoch 4/50 - Training: 14%|β–ˆβ– | 61/435 [01:10<14:27, 2.32s/it] Epoch 4/50 - Training: 14%|β–ˆβ– | 62/435 [01:10<10:24, 1.67s/it] Epoch 4/50 - Training: 14%|β–ˆβ– | 63/435 [01:11<08:33, 1.38s/it] Epoch 4/50 - Training: 15%|β–ˆβ– | 64/435 [01:11<06:16, 1.02s/it] Epoch 4/50 - 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Training: 22%|β–ˆβ–ˆβ– | 95/435 [01:37<03:46, 1.50it/s] Epoch 4/50 - Training: 22%|β–ˆβ–ˆβ– | 96/435 [01:37<02:52, 1.96it/s] Epoch 4/50 - Training: 22%|β–ˆβ–ˆβ– | 97/435 [01:37<02:14, 2.51it/s] Epoch 4/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 98/435 [01:37<01:59, 2.83it/s] Epoch 4/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 99/435 [01:37<01:36, 3.47it/s] Epoch 4/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 100/435 [01:37<01:21, 4.12it/s] Epoch 4/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 101/435 [01:43<09:52, 1.77s/it] Epoch 4/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 102/435 [01:44<08:04, 1.46s/it] Epoch 4/50 - Training: 24%|β–ˆβ–ˆβ–Ž | 103/435 [01:44<06:31, 1.18s/it] Epoch 4/50 - Training: 24%|β–ˆβ–ˆβ– | 104/435 [01:44<04:46, 1.16it/s] Epoch 4/50 - Training: 24%|β–ˆβ–ˆβ– | 105/435 [01:44<03:34, 1.54it/s] Epoch 4/50 - Training: 24%|β–ˆβ–ˆβ– | 106/435 [01:44<02:43, 2.01it/s] Epoch 4/50 - Training: 25%|β–ˆβ–ˆβ– | 107/435 [01:45<02:07, 2.57it/s] Epoch 4/50 - Training: 25%|β–ˆβ–ˆβ– | 108/435 [01:45<02:33, 2.13it/s] Epoch 4/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 109/435 [01:45<02:00, 2.70it/s] Epoch 4/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 110/435 [01:46<01:37, 3.33it/s] Epoch 4/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 111/435 [01:50<08:59, 1.66s/it] Epoch 4/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 112/435 [01:51<07:43, 1.44s/it] Epoch 4/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 113/435 [01:52<06:09, 1.15s/it] Epoch 4/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 114/435 [01:52<04:31, 1.18it/s] Epoch 4/50 - Training: 26%|β–ˆβ–ˆβ–‹ | 115/435 [01:52<03:27, 1.54it/s] Epoch 4/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 116/435 [01:52<02:38, 2.01it/s] Epoch 4/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 117/435 [01:52<02:04, 2.55it/s] Epoch 4/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 118/435 [01:53<02:49, 1.87it/s] Epoch 4/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 119/435 [01:53<02:10, 2.43it/s] Epoch 4/50 - Training: 28%|β–ˆβ–ˆβ–Š | 120/435 [01:54<01:43, 3.05it/s] Epoch 4/50 - Training: 28%|β–ˆβ–ˆβ–Š | 121/435 [01:58<07:46, 1.49s/it] Epoch 4/50 - Training: 28%|β–ˆβ–ˆβ–Š | 122/435 [01:59<07:02, 1.35s/it] Epoch 4/50 - Training: 28%|β–ˆβ–ˆβ–Š | 123/435 [01:59<05:37, 1.08s/it] Epoch 4/50 - Training: 29%|β–ˆβ–ˆβ–Š | 124/435 [01:59<04:08, 1.25it/s] Epoch 4/50 - Training: 29%|β–ˆβ–ˆβ–Š | 125/435 [01:59<03:06, 1.66it/s] Epoch 4/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 126/435 [02:00<02:23, 2.15it/s] Epoch 4/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 127/435 [02:00<01:54, 2.70it/s] Epoch 4/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 128/435 [02:01<03:16, 1.56it/s] Epoch 4/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 129/435 [02:01<02:29, 2.05it/s] Epoch 4/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 130/435 [02:01<01:56, 2.62it/s] Epoch 4/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 131/435 [02:05<07:18, 1.44s/it] Epoch 4/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 132/435 [02:06<06:59, 1.38s/it] Epoch 4/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 133/435 [02:07<05:26, 1.08s/it] Epoch 4/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 134/435 [02:07<04:00, 1.25it/s] Epoch 4/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 135/435 [02:07<03:00, 1.66it/s] Epoch 4/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 136/435 [02:07<02:19, 2.14it/s] Epoch 4/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 137/435 [02:07<01:51, 2.68it/s] Epoch 4/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 138/435 [02:09<03:30, 1.41it/s] Epoch 4/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 139/435 [02:09<02:37, 1.87it/s] Epoch 4/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 140/435 [02:09<02:03, 2.39it/s] Epoch 4/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 141/435 [02:13<06:38, 1.36s/it] Epoch 4/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 142/435 [02:14<06:39, 1.36s/it] Epoch 4/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 143/435 [02:14<05:10, 1.06s/it] Epoch 4/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 144/435 [02:15<03:49, 1.27it/s] Epoch 4/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 145/435 [02:15<02:53, 1.67it/s] Epoch 4/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 146/435 [02:15<02:14, 2.15it/s] Epoch 4/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 147/435 [02:15<01:47, 2.69it/s] Epoch 4/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 148/435 [02:17<03:40, 1.30it/s] Epoch 4/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 149/435 [02:17<02:45, 1.73it/s] Epoch 4/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 150/435 [02:17<02:08, 2.22it/s] Epoch 4/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 151/435 [02:20<05:59, 1.27s/it] Epoch 4/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 152/435 [02:22<06:26, 1.37s/it] Epoch 4/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 153/435 [02:22<05:02, 1.07s/it] Epoch 4/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 154/435 [02:22<03:44, 1.25it/s] Epoch 4/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 155/435 [02:23<02:52, 1.62it/s] Epoch 4/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 156/435 [02:23<02:16, 2.04it/s] Epoch 4/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 157/435 [02:23<01:52, 2.47it/s] Epoch 4/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–‹ | 158/435 [02:25<03:39, 1.26it/s] Epoch 4/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 159/435 [02:25<02:43, 1.69it/s] Epoch 4/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 160/435 [02:25<02:06, 2.17it/s] Epoch 4/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 161/435 [02:28<05:43, 1.25s/it] Epoch 4/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 162/435 [02:30<06:46, 1.49s/it] Epoch 4/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 163/435 [02:31<05:32, 1.22s/it] Epoch 4/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 164/435 [02:31<04:02, 1.12it/s] Epoch 4/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 165/435 [02:31<03:02, 1.48it/s] Epoch 4/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 166/435 [02:31<02:19, 1.93it/s] Epoch 4/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 167/435 [02:31<01:49, 2.45it/s] Epoch 4/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–Š | 168/435 [02:33<04:11, 1.06it/s] Epoch 4/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 169/435 [02:34<03:06, 1.43it/s] Epoch 4/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 170/435 [02:34<02:20, 1.89it/s] Epoch 4/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 171/435 [02:37<05:28, 1.24s/it] Epoch 4/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 172/435 [02:39<06:50, 1.56s/it] Epoch 4/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 173/435 [02:40<05:41, 1.30s/it] Epoch 4/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 174/435 [02:40<04:08, 1.05it/s] Epoch 4/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 175/435 [02:40<03:06, 1.39it/s] Epoch 4/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 176/435 [02:40<02:24, 1.79it/s] Epoch 4/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 177/435 [02:40<01:55, 2.23it/s] Epoch 4/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 178/435 [02:42<03:29, 1.22it/s] Epoch 4/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 179/435 [02:42<02:37, 1.62it/s] Epoch 4/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 180/435 [02:42<02:01, 2.10it/s] Epoch 4/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [02:45<04:18, 1.02s/it] Epoch 4/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [02:47<05:43, 1.36s/it] Epoch 4/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [02:48<05:03, 1.20s/it] Epoch 4/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [02:48<03:43, 1.12it/s] Epoch 4/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [02:48<02:51, 1.46it/s] Epoch 4/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [02:48<02:14, 1.85it/s] Epoch 4/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [02:48<01:47, 2.31it/s] Epoch 4/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [02:50<03:38, 1.13it/s] Epoch 4/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [02:50<02:43, 1.50it/s] Epoch 4/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [02:51<02:07, 1.92it/s] Epoch 4/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [02:53<04:21, 1.07s/it] Epoch 4/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [02:55<05:51, 1.45s/it] Epoch 4/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [02:57<05:44, 1.42s/it] Epoch 4/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [02:57<04:10, 1.04s/it] Epoch 4/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [02:57<03:06, 1.29it/s] Epoch 4/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [02:57<02:21, 1.69it/s] Epoch 4/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [02:57<01:49, 2.16it/s] Epoch 4/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [02:59<03:31, 1.12it/s] Epoch 4/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [02:59<02:37, 1.50it/s] Epoch 4/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [02:59<01:58, 1.98it/s] Epoch 4/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [03:02<03:59, 1.02s/it] Epoch 4/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [03:04<05:19, 1.37s/it] Epoch 4/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [03:06<05:43, 1.48s/it] Epoch 4/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [03:06<04:08, 1.08s/it] Epoch 4/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [03:06<03:04, 1.25it/s] Epoch 4/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [03:06<02:19, 1.65it/s] Epoch 4/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [03:06<01:47, 2.11it/s] Epoch 4/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [03:08<03:15, 1.16it/s] Epoch 4/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [03:08<02:24, 1.56it/s] Epoch 4/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [03:08<01:49, 2.05it/s] Epoch 4/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [03:10<03:29, 1.07it/s] Epoch 4/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [03:13<05:10, 1.39s/it] Epoch 4/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [03:15<05:37, 1.52s/it] Epoch 4/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [03:15<04:04, 1.10s/it] Epoch 4/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [03:15<03:00, 1.22it/s] Epoch 4/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [03:15<02:15, 1.62it/s] Epoch 4/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [03:15<01:44, 2.09it/s] Epoch 4/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [03:17<03:09, 1.14it/s] Epoch 4/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [03:17<02:20, 1.53it/s] Epoch 4/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [03:17<01:46, 2.02it/s] Epoch 4/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [03:19<03:10, 1.12it/s] Epoch 4/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [03:21<04:51, 1.37s/it] Epoch 4/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [03:24<05:43, 1.62s/it] Epoch 4/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [03:24<04:07, 1.17s/it] Epoch 4/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [03:24<03:01, 1.15it/s] Epoch 4/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [03:24<02:16, 1.53it/s] Epoch 4/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [03:24<01:44, 1.99it/s] Epoch 4/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [03:26<02:51, 1.21it/s] Epoch 4/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [03:26<02:07, 1.61it/s] Epoch 4/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [03:26<01:36, 2.12it/s] Epoch 4/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [03:28<02:41, 1.26it/s] Epoch 4/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [03:30<04:22, 1.29s/it] Epoch 4/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [03:33<05:38, 1.68s/it] Epoch 4/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [03:33<04:03, 1.21s/it] Epoch 4/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [03:33<02:58, 1.12it/s] Epoch 4/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [03:33<02:13, 1.49it/s] Epoch 4/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [03:33<01:41, 1.95it/s] Epoch 4/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [03:35<02:42, 1.21it/s] Epoch 4/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [03:35<02:00, 1.62it/s] Epoch 4/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [03:35<01:31, 2.13it/s] Epoch 4/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [03:36<02:20, 1.38it/s] Epoch 4/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [03:39<04:01, 1.25s/it] Epoch 4/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [03:42<05:34, 1.74s/it] Epoch 4/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [03:42<04:00, 1.26s/it] Epoch 4/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [03:42<02:55, 1.08it/s] Epoch 4/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [03:42<02:10, 1.45it/s] Epoch 4/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [03:42<01:39, 1.89it/s] Epoch 4/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [03:44<02:44, 1.14it/s] Epoch 4/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [03:44<02:01, 1.53it/s] Epoch 4/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [03:44<01:32, 1.99it/s] Epoch 4/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [03:45<02:01, 1.52it/s] Epoch 4/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [03:48<03:38, 1.19s/it] Epoch 4/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [03:51<05:27, 1.80s/it] Epoch 4/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [03:51<03:55, 1.30s/it] Epoch 4/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [03:51<02:52, 1.05it/s] Epoch 4/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [03:51<02:07, 1.40it/s] Epoch 4/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [03:52<01:37, 1.83it/s] Epoch 4/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [03:53<02:29, 1.19it/s] Epoch 4/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [03:53<01:50, 1.59it/s] Epoch 4/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [03:53<01:23, 2.09it/s] Epoch 4/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [03:54<01:43, 1.68it/s] Epoch 4/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [03:56<03:07, 1.09s/it] Epoch 4/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [03:59<04:42, 1.65s/it] Epoch 4/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [04:00<03:23, 1.19s/it] Epoch 4/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [04:00<02:29, 1.13it/s] Epoch 4/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [04:00<01:52, 1.51it/s] Epoch 4/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [04:00<01:27, 1.93it/s] Epoch 4/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [04:01<02:04, 1.35it/s] Epoch 4/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [04:01<01:32, 1.79it/s] Epoch 4/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [04:02<01:11, 2.32it/s] Epoch 4/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [04:02<01:07, 2.43it/s] Epoch 4/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [04:04<02:25, 1.12it/s] Epoch 4/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [04:07<04:10, 1.54s/it] Epoch 4/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [04:07<03:00, 1.12s/it] Epoch 4/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [04:07<02:13, 1.20it/s] Epoch 4/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [04:07<01:39, 1.60it/s] Epoch 4/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [04:08<01:16, 2.07it/s] Epoch 4/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [04:09<02:05, 1.26it/s] Epoch 4/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [04:09<01:33, 1.67it/s] Epoch 4/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [04:09<01:10, 2.19it/s] Epoch 4/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [04:10<00:55, 2.76it/s] Epoch 4/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [04:11<02:07, 1.20it/s] Epoch 4/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [04:15<04:09, 1.64s/it] Epoch 4/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [04:15<02:59, 1.19s/it] Epoch 4/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [04:15<02:11, 1.14it/s] Epoch 4/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [04:15<01:38, 1.52it/s] Epoch 4/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [04:16<01:15, 1.97it/s] Epoch 4/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [04:17<02:07, 1.15it/s] Epoch 4/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [04:17<01:34, 1.54it/s] Epoch 4/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [04:18<01:11, 2.03it/s] Epoch 4/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [04:18<00:56, 2.57it/s] Epoch 4/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [04:19<01:44, 1.36it/s] Epoch 4/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [04:23<03:41, 1.56s/it] Epoch 4/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [04:23<02:39, 1.13s/it] Epoch 4/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [04:23<01:57, 1.20it/s] Epoch 4/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [04:23<01:27, 1.58it/s] Epoch 4/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [04:23<01:07, 2.06it/s] Epoch 4/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [04:25<02:12, 1.03it/s] Epoch 4/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [04:26<01:37, 1.39it/s] Epoch 4/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [04:26<01:13, 1.85it/s] Epoch 4/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [04:26<00:56, 2.37it/s] Epoch 4/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [04:27<01:36, 1.38it/s] Epoch 4/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [04:31<03:25, 1.56s/it] Epoch 4/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [04:31<02:27, 1.13s/it] Epoch 4/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [04:31<01:48, 1.20it/s] Epoch 4/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [04:31<01:20, 1.59it/s] Epoch 4/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [04:31<01:01, 2.07it/s] Epoch 4/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [04:33<01:51, 1.14it/s] Epoch 4/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [04:33<01:22, 1.52it/s] Epoch 4/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [04:33<01:02, 2.01it/s] Epoch 4/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [04:34<00:48, 2.55it/s] Epoch 4/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [04:35<01:13, 1.67it/s] Epoch 4/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [04:38<03:09, 1.55s/it] Epoch 4/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [04:39<02:16, 1.13s/it] Epoch 4/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [04:39<01:40, 1.20it/s] Epoch 4/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [04:39<01:14, 1.59it/s] Epoch 4/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [04:39<00:57, 2.05it/s] Epoch 4/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [04:41<01:40, 1.17it/s] Epoch 4/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [04:41<01:14, 1.57it/s] Epoch 4/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [04:41<00:55, 2.05it/s] Epoch 4/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [04:41<00:44, 2.58it/s] Epoch 4/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [04:42<01:00, 1.85it/s] Epoch 4/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [04:47<03:17, 1.76s/it] Epoch 4/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [04:47<02:21, 1.27s/it] Epoch 4/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [04:47<01:42, 1.07it/s] Epoch 4/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [04:47<01:16, 1.43it/s] Epoch 4/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [04:47<00:57, 1.87it/s] Epoch 4/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [04:49<01:49, 1.02s/it] Epoch 4/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [04:49<01:19, 1.33it/s] Epoch 4/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [04:50<00:59, 1.76it/s] Epoch 4/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [04:50<00:45, 2.27it/s] Epoch 4/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [04:50<00:49, 2.06it/s] Epoch 4/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [04:55<03:08, 1.84s/it] Epoch 4/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [04:55<02:14, 1.33s/it] Epoch 4/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [04:56<01:37, 1.03it/s] Epoch 4/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [04:56<01:11, 1.38it/s] Epoch 4/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [04:56<00:53, 1.82it/s] Epoch 4/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [04:58<01:46, 1.09s/it] Epoch 4/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [04:58<01:17, 1.24it/s] Epoch 4/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [04:59<00:57, 1.66it/s] Epoch 4/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [04:59<00:43, 2.14it/s] Epoch 4/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [04:59<00:34, 2.69it/s] Epoch 4/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [05:04<02:39, 1.73s/it] Epoch 4/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [05:04<01:53, 1.25s/it] Epoch 4/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [05:04<01:22, 1.09it/s] Epoch 4/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [05:04<01:00, 1.46it/s] Epoch 4/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [05:04<00:46, 1.90it/s] Epoch 4/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [05:07<01:36, 1.11s/it] Epoch 4/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [05:07<01:10, 1.23it/s] Epoch 4/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [05:07<00:51, 1.64it/s] Epoch 4/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [05:07<00:39, 2.12it/s] Epoch 4/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [05:07<00:30, 2.69it/s] Epoch 4/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [05:12<02:22, 1.74s/it] Epoch 4/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [05:12<01:41, 1.26s/it] Epoch 4/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [05:13<01:14, 1.08it/s] Epoch 4/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [05:13<00:54, 1.44it/s] Epoch 4/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [05:13<00:41, 1.89it/s] Epoch 4/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [05:16<01:34, 1.22s/it] Epoch 4/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [05:16<01:08, 1.12it/s] Epoch 4/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [05:16<00:49, 1.50it/s] Epoch 4/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [05:16<00:37, 1.96it/s] Epoch 4/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [05:16<00:29, 2.47it/s] Epoch 4/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [05:21<02:04, 1.74s/it] Epoch 4/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [05:21<01:28, 1.25s/it] Epoch 4/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [05:21<01:04, 1.09it/s] Epoch 4/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [05:22<00:47, 1.45it/s] Epoch 4/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [05:22<00:35, 1.89it/s] Epoch 4/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [05:25<01:24, 1.27s/it] Epoch 4/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [05:25<01:01, 1.08it/s] Epoch 4/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [05:25<00:44, 1.45it/s] Epoch 4/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [05:25<00:33, 1.90it/s] Epoch 4/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [05:25<00:26, 2.41it/s] Epoch 4/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [05:30<01:46, 1.71s/it] Epoch 4/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [05:30<01:15, 1.24s/it] Epoch 4/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [05:30<00:54, 1.10it/s] Epoch 4/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [05:30<00:40, 1.46it/s] Epoch 4/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [05:31<00:30, 1.90it/s] Epoch 4/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [05:34<01:14, 1.31s/it] Epoch 4/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [05:34<00:53, 1.05it/s] Epoch 4/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [05:34<00:38, 1.42it/s] Epoch 4/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [05:34<00:29, 1.86it/s] Epoch 4/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [05:34<00:22, 2.37it/s] Epoch 4/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [05:39<01:27, 1.68s/it] Epoch 4/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [05:39<01:02, 1.22s/it] Epoch 4/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [05:39<00:44, 1.11it/s] Epoch 4/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [05:39<00:33, 1.47it/s] Epoch 4/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [05:39<00:25, 1.91it/s] Epoch 4/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [05:43<01:01, 1.31s/it] Epoch 4/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [05:43<00:43, 1.05it/s] Epoch 4/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [05:43<00:31, 1.41it/s] Epoch 4/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [05:43<00:23, 1.85it/s] Epoch 4/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [05:43<00:18, 2.37it/s] Epoch 4/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [05:48<01:09, 1.65s/it] Epoch 4/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [05:48<00:49, 1.20s/it] Epoch 4/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [05:48<00:35, 1.13it/s] Epoch 4/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [05:48<00:25, 1.50it/s] Epoch 4/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [05:48<00:19, 1.96it/s] Epoch 4/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [05:52<00:49, 1.34s/it] Epoch 4/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [05:52<00:35, 1.03it/s] Epoch 4/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [05:52<00:25, 1.39it/s] Epoch 4/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [05:52<00:18, 1.82it/s] Epoch 4/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [05:52<00:14, 2.33it/s] Epoch 4/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [05:56<00:45, 1.43s/it] Epoch 4/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [05:56<00:32, 1.04s/it] Epoch 4/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [05:56<00:23, 1.29it/s] Epoch 4/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [05:56<00:17, 1.70it/s] Epoch 4/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [05:56<00:12, 2.20it/s] Epoch 4/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [05:59<00:31, 1.15s/it] Epoch 4/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [05:59<00:21, 1.18it/s] Epoch 4/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [05:59<00:15, 1.58it/s] Epoch 4/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [06:00<00:11, 2.06it/s] Epoch 4/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [06:00<00:08, 2.58it/s] Epoch 4/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [06:04<00:31, 1.43s/it] Epoch 4/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [06:04<00:21, 1.04s/it] Epoch 4/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [06:04<00:15, 1.29it/s] Epoch 4/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [06:04<00:11, 1.69it/s] Epoch 4/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [06:04<00:08, 2.17it/s] Epoch 4/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [06:07<00:18, 1.09s/it] Epoch 4/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [06:07<00:12, 1.24it/s] Epoch 4/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [06:07<00:09, 1.66it/s] Epoch 4/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [06:07<00:06, 2.14it/s] Epoch 4/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [06:07<00:04, 2.69it/s] Epoch 4/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [06:10<00:13, 1.11s/it] Epoch 4/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [06:10<00:09, 1.22it/s] Epoch 4/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [06:11<00:06, 1.61it/s] Epoch 4/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [06:11<00:04, 2.08it/s] Epoch 4/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [06:11<00:03, 2.63it/s] Epoch 4/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [06:12<00:05, 1.33it/s] Epoch 4/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [06:13<00:03, 1.77it/s] Epoch 4/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [06:13<00:02, 2.31it/s] Epoch 4/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [06:13<00:01, 2.92it/s] Epoch 4/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [06:13<00:00, 3.57it/s] Epoch 4/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [06:15<00:01, 1.47it/s] Epoch 4/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [06:15<00:00, 1.95it/s] Epoch 4/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [06:15<00:00, 2.54it/s] Epoch 4/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [06:15<00:00, 1.16it/s]
Epoch 4/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 4/50 - Validation: 2%|▏ | 1/48 [00:03<02:25, 3.09s/it] Epoch 4/50 - Validation: 4%|▍ | 2/48 [00:06<02:32, 3.32s/it] Epoch 4/50 - Validation: 6%|β–‹ | 3/48 [00:09<02:26, 3.25s/it] Epoch 4/50 - Validation: 8%|β–Š | 4/48 [00:12<02:22, 3.24s/it] Epoch 4/50 - Validation: 10%|β–ˆ | 5/48 [00:16<02:19, 3.24s/it] Epoch 4/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:19<02:15, 3.22s/it] Epoch 4/50 - Validation: 15%|β–ˆβ– | 7/48 [00:22<02:11, 3.20s/it] Epoch 4/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:25<02:07, 3.18s/it] Epoch 4/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:28<02:04, 3.18s/it] Epoch 4/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:32<02:00, 3.18s/it] Epoch 4/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:35<01:58, 3.20s/it] Epoch 4/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:38<01:56, 3.24s/it] Epoch 4/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:41<01:53, 3.25s/it] Epoch 4/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:44<01:45, 3.11s/it] Epoch 4/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:47<01:38, 2.99s/it] Epoch 4/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:50<01:32, 2.89s/it] Epoch 4/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:52<01:27, 2.81s/it] Epoch 4/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [00:55<01:21, 2.73s/it] Epoch 4/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [00:57<01:16, 2.62s/it] Epoch 4/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [00:59<01:10, 2.53s/it] Epoch 4/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:02<01:06, 2.47s/it] Epoch 4/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:04<01:03, 2.43s/it] Epoch 4/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:06<01:00, 2.41s/it] Epoch 4/50 - Validation: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 24/48 [01:09<01:00, 2.50s/it] Epoch 4/50 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 25/48 [01:12<00:58, 2.56s/it] Epoch 4/50 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 26/48 [01:15<00:57, 2.62s/it] Epoch 4/50 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 27/48 [01:17<00:56, 2.68s/it] Epoch 4/50 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 28/48 [01:20<00:53, 2.68s/it] Epoch 4/50 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 29/48 [01:23<00:50, 2.66s/it] Epoch 4/50 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 30/48 [01:25<00:48, 2.68s/it] Epoch 4/50 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 31/48 [01:28<00:45, 2.70s/it] Epoch 4/50 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 32/48 [01:31<00:42, 2.68s/it] Epoch 4/50 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 33/48 [01:34<00:40, 2.68s/it] Epoch 4/50 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 34/48 [01:36<00:38, 2.74s/it] Epoch 4/50 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 35/48 [01:39<00:35, 2.71s/it] Epoch 4/50 - Validation: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 36/48 [01:42<00:32, 2.75s/it] Epoch 4/50 - Validation: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 37/48 [01:44<00:29, 2.70s/it] Epoch 4/50 - Validation: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 38/48 [01:47<00:26, 2.68s/it] Epoch 4/50 - Validation: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 39/48 [01:50<00:23, 2.66s/it] Epoch 4/50 - Validation: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 40/48 [01:52<00:21, 2.66s/it] Epoch 4/50 - Validation: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 41/48 [01:55<00:18, 2.64s/it] Epoch 4/50 - Validation: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 42/48 [01:58<00:15, 2.63s/it] Epoch 4/50 - Validation: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 43/48 [02:00<00:13, 2.63s/it] Epoch 4/50 - Validation: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 44/48 [02:03<00:10, 2.63s/it] Epoch 4/50 - Validation: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 45/48 [02:05<00:07, 2.61s/it] Epoch 4/50 - Validation: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 46/48 [02:08<00:05, 2.61s/it] Epoch 4/50 - Validation: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 47/48 [02:11<00:02, 2.59s/it] Epoch 4/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:11<00:00, 1.97s/it] Epoch 4/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:11<00:00, 2.74s/it]
Epoch 5/50 - Training: 0%| | 0/435 [00:00<?, ?it/s] Epoch 5/50 - Training: 0%| | 1/435 [00:13<1:34:22, 13.05s/it] Epoch 5/50 - Training: 0%| | 2/435 [00:13<39:49, 5.52s/it] Epoch 5/50 - Training: 1%| | 3/435 [00:13<22:03, 3.06s/it] Epoch 5/50 - Training: 1%| | 4/435 [00:13<13:43, 1.91s/it] Epoch 5/50 - Training: 1%| | 5/435 [00:13<09:08, 1.28s/it] Epoch 5/50 - Training: 1%|▏ | 6/435 [00:13<06:22, 1.12it/s] Epoch 5/50 - Training: 2%|▏ | 7/435 [00:14<04:38, 1.53it/s] Epoch 5/50 - Training: 2%|▏ | 8/435 [00:14<03:29, 2.04it/s] Epoch 5/50 - Training: 2%|▏ | 9/435 [00:14<02:42, 2.63it/s] Epoch 5/50 - Training: 2%|▏ | 10/435 [00:14<02:11, 3.22it/s] Epoch 5/50 - Training: 3%|β–Ž | 11/435 [00:23<22:00, 3.11s/it] Epoch 5/50 - Training: 3%|β–Ž | 12/435 [00:25<19:15, 2.73s/it] Epoch 5/50 - Training: 3%|β–Ž | 13/435 [00:25<13:40, 1.95s/it] Epoch 5/50 - Training: 3%|β–Ž | 14/435 [00:26<09:50, 1.40s/it] Epoch 5/50 - Training: 3%|β–Ž | 15/435 [00:26<07:09, 1.02s/it] Epoch 5/50 - Training: 4%|β–Ž | 16/435 [00:26<05:17, 1.32it/s] Epoch 5/50 - Training: 4%|▍ | 17/435 [00:26<04:03, 1.72it/s] Epoch 5/50 - Training: 4%|▍ | 18/435 [00:26<03:07, 2.22it/s] Epoch 5/50 - Training: 4%|▍ | 19/435 [00:26<02:28, 2.81it/s] Epoch 5/50 - Training: 5%|▍ | 20/435 [00:26<02:03, 3.37it/s] Epoch 5/50 - Training: 5%|▍ | 21/435 [00:33<14:11, 2.06s/it] Epoch 5/50 - Training: 5%|β–Œ | 22/435 [00:35<14:32, 2.11s/it] Epoch 5/50 - Training: 5%|β–Œ | 23/435 [00:35<10:25, 1.52s/it] Epoch 5/50 - Training: 6%|β–Œ | 24/435 [00:35<07:34, 1.11s/it] Epoch 5/50 - Training: 6%|β–Œ | 25/435 [00:35<05:35, 1.22it/s] Epoch 5/50 - Training: 6%|β–Œ | 26/435 [00:35<04:11, 1.62it/s] Epoch 5/50 - Training: 6%|β–Œ | 27/435 [00:36<03:13, 2.10it/s] Epoch 5/50 - Training: 6%|β–‹ | 28/435 [00:36<02:32, 2.68it/s] Epoch 5/50 - Training: 7%|β–‹ | 29/435 [00:36<02:02, 3.32it/s] Epoch 5/50 - Training: 7%|β–‹ | 30/435 [00:36<01:43, 3.91it/s] Epoch 5/50 - Training: 7%|β–‹ | 31/435 [00:43<14:21, 2.13s/it] Epoch 5/50 - Training: 7%|β–‹ | 32/435 [00:45<14:09, 2.11s/it] Epoch 5/50 - Training: 8%|β–Š | 33/435 [00:45<10:09, 1.52s/it] Epoch 5/50 - Training: 8%|β–Š | 34/435 [00:45<07:22, 1.10s/it] Epoch 5/50 - Training: 8%|β–Š | 35/435 [00:45<05:25, 1.23it/s] Epoch 5/50 - Training: 8%|β–Š | 36/435 [00:45<04:05, 1.63it/s] Epoch 5/50 - Training: 9%|β–Š | 37/435 [00:45<03:10, 2.08it/s] Epoch 5/50 - Training: 9%|β–Š | 38/435 [00:45<02:31, 2.62it/s] Epoch 5/50 - Training: 9%|β–‰ | 39/435 [00:46<02:05, 3.16it/s] Epoch 5/50 - Training: 9%|β–‰ | 40/435 [00:46<01:44, 3.77it/s] Epoch 5/50 - Training: 9%|β–‰ | 41/435 [00:52<14:19, 2.18s/it] Epoch 5/50 - Training: 10%|β–‰ | 42/435 [00:54<14:04, 2.15s/it] Epoch 5/50 - Training: 10%|β–‰ | 43/435 [00:55<10:07, 1.55s/it] Epoch 5/50 - Training: 10%|β–ˆ | 44/435 [00:55<07:20, 1.13s/it] Epoch 5/50 - Training: 10%|β–ˆ | 45/435 [00:55<05:24, 1.20it/s] Epoch 5/50 - Training: 11%|β–ˆ | 46/435 [00:55<04:05, 1.58it/s] Epoch 5/50 - Training: 11%|β–ˆ | 47/435 [00:55<03:11, 2.03it/s] Epoch 5/50 - Training: 11%|β–ˆ | 48/435 [00:55<02:33, 2.52it/s] Epoch 5/50 - Training: 11%|β–ˆβ– | 49/435 [00:56<02:02, 3.14it/s] Epoch 5/50 - Training: 11%|β–ˆβ– | 50/435 [00:56<01:42, 3.76it/s] Epoch 5/50 - Training: 12%|β–ˆβ– | 51/435 [01:03<14:24, 2.25s/it] Epoch 5/50 - Training: 12%|β–ˆβ– | 52/435 [01:05<13:45, 2.16s/it] Epoch 5/50 - Training: 12%|β–ˆβ– | 53/435 [01:05<09:51, 1.55s/it] Epoch 5/50 - Training: 12%|β–ˆβ– | 54/435 [01:05<07:09, 1.13s/it] Epoch 5/50 - Training: 13%|β–ˆβ–Ž | 55/435 [01:05<05:17, 1.20it/s] Epoch 5/50 - Training: 13%|β–ˆβ–Ž | 56/435 [01:05<03:59, 1.58it/s] Epoch 5/50 - Training: 13%|β–ˆβ–Ž | 57/435 [01:05<03:06, 2.02it/s] Epoch 5/50 - Training: 13%|β–ˆβ–Ž | 58/435 [01:05<02:28, 2.53it/s] Epoch 5/50 - Training: 14%|β–ˆβ–Ž | 59/435 [01:06<01:59, 3.13it/s] Epoch 5/50 - Training: 14%|β–ˆβ– | 60/435 [01:06<01:39, 3.77it/s] Epoch 5/50 - Training: 14%|β–ˆβ– | 61/435 [01:13<14:09, 2.27s/it] Epoch 5/50 - Training: 14%|β–ˆβ– | 62/435 [01:14<13:14, 2.13s/it] Epoch 5/50 - Training: 14%|β–ˆβ– | 63/435 [01:15<09:29, 1.53s/it] Epoch 5/50 - Training: 15%|β–ˆβ– | 64/435 [01:15<06:53, 1.11s/it] Epoch 5/50 - Training: 15%|β–ˆβ– | 65/435 [01:15<05:05, 1.21it/s] Epoch 5/50 - Training: 15%|β–ˆβ–Œ | 66/435 [01:15<03:52, 1.59it/s] Epoch 5/50 - Training: 15%|β–ˆβ–Œ | 67/435 [01:15<03:02, 2.01it/s] Epoch 5/50 - Training: 16%|β–ˆβ–Œ | 68/435 [01:15<02:28, 2.47it/s] Epoch 5/50 - Training: 16%|β–ˆβ–Œ | 69/435 [01:16<02:00, 3.05it/s] Epoch 5/50 - Training: 16%|β–ˆβ–Œ | 70/435 [01:16<01:39, 3.65it/s] Epoch 5/50 - Training: 16%|β–ˆβ–‹ | 71/435 [01:23<14:16, 2.35s/it] Epoch 5/50 - Training: 17%|β–ˆβ–‹ | 72/435 [01:25<12:55, 2.14s/it] Epoch 5/50 - Training: 17%|β–ˆβ–‹ | 73/435 [01:25<09:16, 1.54s/it] Epoch 5/50 - Training: 17%|β–ˆβ–‹ | 74/435 [01:25<06:43, 1.12s/it] Epoch 5/50 - Training: 17%|β–ˆβ–‹ | 75/435 [01:25<04:58, 1.21it/s] Epoch 5/50 - Training: 17%|β–ˆβ–‹ | 76/435 [01:25<03:47, 1.58it/s] Epoch 5/50 - Training: 18%|β–ˆβ–Š | 77/435 [01:25<02:58, 2.01it/s] Epoch 5/50 - Training: 18%|β–ˆβ–Š | 78/435 [01:26<02:25, 2.46it/s] Epoch 5/50 - Training: 18%|β–ˆβ–Š | 79/435 [01:26<01:59, 2.99it/s] Epoch 5/50 - 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Training: 22%|β–ˆβ–ˆβ– | 95/435 [01:44<04:06, 1.38it/s] Epoch 5/50 - Training: 22%|β–ˆβ–ˆβ– | 96/435 [01:44<03:08, 1.80it/s] Epoch 5/50 - Training: 22%|β–ˆβ–ˆβ– | 97/435 [01:45<02:53, 1.95it/s] Epoch 5/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 98/435 [01:45<02:47, 2.01it/s] Epoch 5/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 99/435 [01:45<02:13, 2.52it/s] Epoch 5/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 100/435 [01:45<01:47, 3.10it/s] Epoch 5/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 101/435 [01:52<11:48, 2.12s/it] Epoch 5/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 102/435 [01:53<10:14, 1.84s/it] Epoch 5/50 - Training: 24%|β–ˆβ–ˆβ–Ž | 103/435 [01:53<07:24, 1.34s/it] Epoch 5/50 - Training: 24%|β–ˆβ–ˆβ– | 104/435 [01:53<05:24, 1.02it/s] Epoch 5/50 - Training: 24%|β–ˆβ–ˆβ– | 105/435 [01:53<04:00, 1.37it/s] Epoch 5/50 - Training: 24%|β–ˆβ–ˆβ– | 106/435 [01:54<03:03, 1.79it/s] Epoch 5/50 - Training: 25%|β–ˆβ–ˆβ– | 107/435 [01:54<02:57, 1.85it/s] Epoch 5/50 - Training: 25%|β–ˆβ–ˆβ– | 108/435 [01:55<03:23, 1.61it/s] Epoch 5/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 109/435 [01:55<02:35, 2.09it/s] Epoch 5/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 110/435 [01:55<02:03, 2.64it/s] Epoch 5/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 111/435 [02:02<12:32, 2.32s/it] Epoch 5/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 112/435 [02:03<10:12, 1.90s/it] Epoch 5/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 113/435 [02:03<07:44, 1.44s/it] Epoch 5/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 114/435 [02:03<05:38, 1.05s/it] Epoch 5/50 - Training: 26%|β–ˆβ–ˆβ–‹ | 115/435 [02:04<04:10, 1.28it/s] Epoch 5/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 116/435 [02:04<03:11, 1.67it/s] Epoch 5/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 117/435 [02:04<03:22, 1.57it/s] Epoch 5/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 118/435 [02:05<03:27, 1.52it/s] Epoch 5/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 119/435 [02:05<02:40, 1.96it/s] Epoch 5/50 - Training: 28%|β–ˆβ–ˆβ–Š | 120/435 [02:06<02:08, 2.45it/s] Epoch 5/50 - Training: 28%|β–ˆβ–ˆβ–Š | 121/435 [02:12<11:19, 2.16s/it] Epoch 5/50 - Training: 28%|β–ˆβ–ˆβ–Š | 122/435 [02:13<10:05, 1.93s/it] Epoch 5/50 - Training: 28%|β–ˆβ–ˆβ–Š | 123/435 [02:13<07:19, 1.41s/it] Epoch 5/50 - Training: 29%|β–ˆβ–ˆβ–Š | 124/435 [02:13<05:20, 1.03s/it] Epoch 5/50 - Training: 29%|β–ˆβ–ˆβ–Š | 125/435 [02:14<04:03, 1.27it/s] Epoch 5/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 126/435 [02:14<03:10, 1.63it/s] Epoch 5/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 127/435 [02:14<02:46, 1.85it/s] Epoch 5/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 128/435 [02:15<03:32, 1.45it/s] Epoch 5/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 129/435 [02:16<02:45, 1.85it/s] Epoch 5/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 130/435 [02:16<02:10, 2.34it/s] Epoch 5/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 131/435 [02:21<09:23, 1.85s/it] Epoch 5/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 132/435 [02:23<09:41, 1.92s/it] Epoch 5/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 133/435 [02:23<07:00, 1.39s/it] Epoch 5/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 134/435 [02:23<05:07, 1.02s/it] Epoch 5/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 135/435 [02:23<03:50, 1.30it/s] Epoch 5/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 136/435 [02:24<02:55, 1.70it/s] Epoch 5/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 137/435 [02:24<02:20, 2.12it/s] Epoch 5/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 138/435 [02:25<03:51, 1.28it/s] Epoch 5/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 139/435 [02:25<02:57, 1.66it/s] Epoch 5/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 140/435 [02:26<02:19, 2.11it/s] Epoch 5/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 141/435 [02:30<08:27, 1.73s/it] Epoch 5/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 142/435 [02:33<09:18, 1.91s/it] Epoch 5/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 143/435 [02:33<06:44, 1.39s/it] Epoch 5/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 144/435 [02:33<04:58, 1.02s/it] Epoch 5/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 145/435 [02:33<03:45, 1.29it/s] Epoch 5/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 146/435 [02:33<02:54, 1.66it/s] Epoch 5/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 147/435 [02:34<02:17, 2.09it/s] Epoch 5/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 148/435 [02:35<03:10, 1.51it/s] Epoch 5/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 149/435 [02:35<02:30, 1.91it/s] Epoch 5/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 150/435 [02:35<02:00, 2.36it/s] Epoch 5/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 151/435 [02:40<07:52, 1.67s/it] Epoch 5/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 152/435 [02:42<08:49, 1.87s/it] Epoch 5/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 153/435 [02:42<06:26, 1.37s/it] Epoch 5/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 154/435 [02:42<04:41, 1.00s/it] Epoch 5/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 155/435 [02:43<03:33, 1.31it/s] Epoch 5/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 156/435 [02:43<02:45, 1.69it/s] Epoch 5/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 157/435 [02:43<02:12, 2.10it/s] Epoch 5/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–‹ | 158/435 [02:44<02:48, 1.64it/s] Epoch 5/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 159/435 [02:44<02:10, 2.12it/s] Epoch 5/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 160/435 [02:44<01:42, 2.67it/s] Epoch 5/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 161/435 [02:49<07:40, 1.68s/it] Epoch 5/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 162/435 [02:51<08:35, 1.89s/it] Epoch 5/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 163/435 [02:51<06:11, 1.37s/it] Epoch 5/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 164/435 [02:52<04:31, 1.00s/it] Epoch 5/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 165/435 [02:52<03:26, 1.31it/s] Epoch 5/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 166/435 [02:52<02:40, 1.68it/s] Epoch 5/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 167/435 [02:52<02:06, 2.11it/s] Epoch 5/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–Š | 168/435 [02:53<02:38, 1.68it/s] Epoch 5/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 169/435 [02:53<02:03, 2.16it/s] Epoch 5/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 170/435 [02:53<01:40, 2.63it/s] Epoch 5/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 171/435 [02:59<08:02, 1.83s/it] Epoch 5/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 172/435 [03:01<08:31, 1.95s/it] Epoch 5/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 173/435 [03:01<06:11, 1.42s/it] Epoch 5/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 174/435 [03:01<04:33, 1.05s/it] Epoch 5/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 175/435 [03:01<03:26, 1.26it/s] Epoch 5/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 176/435 [03:02<02:40, 1.61it/s] Epoch 5/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 177/435 [03:02<02:31, 1.71it/s] Epoch 5/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 178/435 [03:03<02:45, 1.55it/s] Epoch 5/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 179/435 [03:03<02:10, 1.95it/s] Epoch 5/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 180/435 [03:03<01:45, 2.41it/s] Epoch 5/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [03:09<08:19, 1.97s/it] Epoch 5/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [03:11<08:06, 1.92s/it] Epoch 5/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [03:11<05:57, 1.42s/it] Epoch 5/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [03:11<04:23, 1.05s/it] Epoch 5/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [03:11<03:19, 1.26it/s] Epoch 5/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [03:12<02:33, 1.62it/s] Epoch 5/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [03:12<02:48, 1.47it/s] Epoch 5/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [03:13<02:42, 1.52it/s] Epoch 5/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [03:13<02:07, 1.93it/s] Epoch 5/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [03:13<01:40, 2.43it/s] Epoch 5/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [03:19<07:49, 1.93s/it] Epoch 5/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [03:21<07:37, 1.88s/it] Epoch 5/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [03:21<05:33, 1.38s/it] Epoch 5/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [03:21<04:05, 1.02s/it] Epoch 5/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [03:21<03:06, 1.29it/s] Epoch 5/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [03:21<02:24, 1.65it/s] Epoch 5/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [03:22<02:51, 1.39it/s] Epoch 5/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [03:23<03:06, 1.27it/s] Epoch 5/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [03:23<02:24, 1.64it/s] Epoch 5/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [03:24<01:52, 2.09it/s] Epoch 5/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [03:28<06:49, 1.75s/it] Epoch 5/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [03:30<06:40, 1.72s/it] Epoch 5/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [03:30<04:53, 1.26s/it] Epoch 5/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [03:30<03:37, 1.06it/s] Epoch 5/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [03:31<02:46, 1.38it/s] Epoch 5/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [03:31<02:23, 1.60it/s] Epoch 5/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [03:32<02:34, 1.48it/s] Epoch 5/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [03:33<03:35, 1.05it/s] Epoch 5/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [03:34<02:42, 1.39it/s] Epoch 5/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [03:34<02:05, 1.79it/s] Epoch 5/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [03:38<05:55, 1.59s/it] Epoch 5/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [03:39<06:00, 1.62s/it] Epoch 5/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [03:40<04:24, 1.19s/it] Epoch 5/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [03:40<03:16, 1.13it/s] Epoch 5/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [03:40<02:31, 1.46it/s] Epoch 5/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [03:40<02:12, 1.65it/s] Epoch 5/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [03:41<02:38, 1.37it/s] Epoch 5/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [03:43<03:30, 1.03it/s] Epoch 5/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [03:43<02:44, 1.31it/s] Epoch 5/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [03:43<02:09, 1.66it/s] Epoch 5/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [03:47<05:29, 1.54s/it] Epoch 5/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [03:49<05:29, 1.55s/it] Epoch 5/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [03:49<04:01, 1.14s/it] Epoch 5/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [03:49<02:59, 1.18it/s] Epoch 5/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [03:49<02:18, 1.51it/s] Epoch 5/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [03:50<02:14, 1.56it/s] Epoch 5/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [03:51<02:46, 1.25it/s] Epoch 5/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [03:53<03:33, 1.03s/it] Epoch 5/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [03:53<02:41, 1.27it/s] Epoch 5/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [03:53<02:04, 1.65it/s] Epoch 5/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [03:57<05:09, 1.52s/it] Epoch 5/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [03:58<04:55, 1.45s/it] Epoch 5/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [03:58<03:34, 1.06s/it] Epoch 5/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [03:58<02:39, 1.26it/s] Epoch 5/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [03:59<02:01, 1.64it/s] Epoch 5/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [04:00<02:32, 1.30it/s] Epoch 5/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [04:01<02:52, 1.15it/s] Epoch 5/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [04:02<03:37, 1.11s/it] Epoch 5/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [04:03<02:42, 1.21it/s] Epoch 5/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [04:03<02:02, 1.59it/s] Epoch 5/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [04:06<04:39, 1.44s/it] Epoch 5/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [04:08<04:35, 1.43s/it] Epoch 5/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [04:08<03:23, 1.06s/it] Epoch 5/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [04:08<02:31, 1.26it/s] Epoch 5/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [04:08<01:57, 1.62it/s] Epoch 5/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [04:09<02:21, 1.34it/s] Epoch 5/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [04:10<02:32, 1.23it/s] Epoch 5/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [04:12<03:09, 1.02s/it] Epoch 5/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [04:12<02:23, 1.30it/s] Epoch 5/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [04:12<01:50, 1.68it/s] Epoch 5/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [04:15<04:10, 1.36s/it] Epoch 5/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [04:17<04:21, 1.43s/it] Epoch 5/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [04:17<03:12, 1.06s/it] Epoch 5/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [04:17<02:23, 1.26it/s] Epoch 5/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [04:17<01:50, 1.63it/s] Epoch 5/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [04:18<02:01, 1.48it/s] Epoch 5/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [04:20<02:52, 1.03it/s] Epoch 5/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [04:21<03:16, 1.11s/it] Epoch 5/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [04:21<02:26, 1.20it/s] Epoch 5/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [04:22<01:52, 1.55it/s] Epoch 5/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [04:25<03:52, 1.33s/it] Epoch 5/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [04:26<03:58, 1.38s/it] Epoch 5/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [04:26<02:55, 1.02s/it] Epoch 5/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [04:26<02:12, 1.29it/s] Epoch 5/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [04:27<01:45, 1.62it/s] Epoch 5/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [04:27<01:24, 2.01it/s] Epoch 5/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [04:29<02:53, 1.03s/it] Epoch 5/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [04:30<02:48, 1.01s/it] Epoch 5/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [04:30<02:06, 1.31it/s] Epoch 5/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [04:31<01:40, 1.65it/s] Epoch 5/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [04:33<03:23, 1.24s/it] Epoch 5/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [04:35<04:07, 1.52s/it] Epoch 5/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [04:36<03:00, 1.12s/it] Epoch 5/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [04:36<02:13, 1.20it/s] Epoch 5/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [04:36<01:44, 1.53it/s] Epoch 5/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [04:36<01:21, 1.95it/s] Epoch 5/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [04:39<02:53, 1.10s/it] Epoch 5/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [04:39<02:24, 1.09it/s] Epoch 5/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [04:39<01:49, 1.43it/s] Epoch 5/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [04:40<01:23, 1.85it/s] Epoch 5/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [04:43<03:32, 1.38s/it] Epoch 5/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [04:45<04:11, 1.64s/it] Epoch 5/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [04:45<03:02, 1.20s/it] Epoch 5/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [04:45<02:13, 1.13it/s] Epoch 5/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [04:46<01:41, 1.47it/s] Epoch 5/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [04:46<01:19, 1.86it/s] Epoch 5/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [04:48<02:42, 1.10s/it] Epoch 5/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [04:49<02:32, 1.03s/it] Epoch 5/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [04:49<01:53, 1.29it/s] Epoch 5/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [04:49<01:26, 1.69it/s] Epoch 5/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [04:52<03:07, 1.30s/it] Epoch 5/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [04:54<03:29, 1.47s/it] Epoch 5/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [04:54<02:32, 1.08s/it] Epoch 5/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [04:55<01:52, 1.25it/s] Epoch 5/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [04:55<01:26, 1.62it/s] Epoch 5/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [04:55<01:08, 2.02it/s] Epoch 5/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [04:58<02:35, 1.13s/it] Epoch 5/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [04:59<02:34, 1.13s/it] Epoch 5/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [04:59<01:54, 1.18it/s] Epoch 5/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [04:59<01:27, 1.54it/s] Epoch 5/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [05:02<02:54, 1.30s/it] Epoch 5/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [05:04<03:10, 1.43s/it] Epoch 5/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [05:04<02:19, 1.06s/it] Epoch 5/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [05:04<01:44, 1.25it/s] Epoch 5/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [05:04<01:20, 1.62it/s] Epoch 5/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [05:04<01:02, 2.05it/s] Epoch 5/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [05:07<02:23, 1.12s/it] Epoch 5/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [05:08<02:21, 1.12s/it] Epoch 5/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [05:08<01:44, 1.20it/s] Epoch 5/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [05:08<01:19, 1.57it/s] Epoch 5/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [05:11<02:15, 1.09s/it] Epoch 5/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [05:12<02:26, 1.19s/it] Epoch 5/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [05:12<01:47, 1.13it/s] Epoch 5/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [05:12<01:21, 1.49it/s] Epoch 5/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [05:13<01:02, 1.92it/s] Epoch 5/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [05:13<00:49, 2.43it/s] Epoch 5/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [05:16<02:14, 1.14s/it] Epoch 5/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [05:17<02:14, 1.15s/it] Epoch 5/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [05:17<01:39, 1.17it/s] Epoch 5/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [05:17<01:13, 1.55it/s] Epoch 5/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [05:19<02:14, 1.18s/it] Epoch 5/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [05:21<02:26, 1.30s/it] Epoch 5/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [05:21<01:47, 1.04it/s] Epoch 5/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [05:21<01:19, 1.39it/s] Epoch 5/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [05:22<00:59, 1.83it/s] Epoch 5/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [05:22<00:46, 2.33it/s] Epoch 5/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [05:25<02:06, 1.17s/it] Epoch 5/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [05:26<02:16, 1.28s/it] Epoch 5/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [05:26<01:39, 1.07it/s] Epoch 5/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [05:26<01:14, 1.41it/s] Epoch 5/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [05:29<01:58, 1.14s/it] Epoch 5/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [05:30<02:09, 1.26s/it] Epoch 5/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [05:30<01:34, 1.08it/s] Epoch 5/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [05:30<01:10, 1.44it/s] Epoch 5/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [05:31<00:52, 1.89it/s] Epoch 5/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [05:31<00:41, 2.40it/s] Epoch 5/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [05:34<01:55, 1.18s/it] Epoch 5/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [05:36<02:16, 1.41s/it] Epoch 5/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [05:36<01:39, 1.03s/it] Epoch 5/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [05:36<01:12, 1.31it/s] Epoch 5/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [05:38<01:41, 1.08s/it] Epoch 5/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [05:39<01:53, 1.22s/it] Epoch 5/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [05:39<01:23, 1.11it/s] Epoch 5/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [05:40<01:01, 1.48it/s] Epoch 5/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [05:40<00:47, 1.89it/s] Epoch 5/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [05:40<00:37, 2.36it/s] Epoch 5/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [05:42<01:32, 1.05s/it] Epoch 5/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [05:45<02:07, 1.47s/it] Epoch 5/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [05:45<01:32, 1.08s/it] Epoch 5/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [05:45<01:08, 1.24it/s] Epoch 5/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [05:47<01:31, 1.09s/it] Epoch 5/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [05:48<01:40, 1.21s/it] Epoch 5/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [05:49<01:13, 1.11it/s] Epoch 5/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [05:49<00:55, 1.47it/s] Epoch 5/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [05:49<00:42, 1.89it/s] Epoch 5/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [05:49<00:33, 2.35it/s] Epoch 5/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [05:51<01:06, 1.18it/s] Epoch 5/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [05:55<02:07, 1.66s/it] Epoch 5/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [05:55<01:32, 1.22s/it] Epoch 5/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [05:55<01:07, 1.11it/s] Epoch 5/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [05:57<01:27, 1.18s/it] Epoch 5/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [05:58<01:32, 1.26s/it] Epoch 5/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [05:58<01:07, 1.07it/s] Epoch 5/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [05:59<00:49, 1.42it/s] Epoch 5/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [05:59<00:38, 1.81it/s] Epoch 5/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [05:59<00:30, 2.24it/s] Epoch 5/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [06:00<00:52, 1.29it/s] Epoch 5/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [06:04<01:44, 1.55s/it] Epoch 5/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [06:04<01:15, 1.15s/it] Epoch 5/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [06:04<00:55, 1.17it/s] Epoch 5/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [06:06<01:09, 1.08s/it] Epoch 5/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [06:07<01:15, 1.20s/it] Epoch 5/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [06:08<00:55, 1.11it/s] Epoch 5/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [06:08<00:42, 1.45it/s] Epoch 5/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [06:08<00:32, 1.82it/s] Epoch 5/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [06:08<00:26, 2.23it/s] Epoch 5/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [06:09<00:41, 1.40it/s] Epoch 5/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [06:13<01:31, 1.60s/it] Epoch 5/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [06:13<01:06, 1.18s/it] Epoch 5/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [06:14<00:48, 1.14it/s] Epoch 5/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [06:15<00:54, 1.01s/it] Epoch 5/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [06:16<00:57, 1.08s/it] Epoch 5/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [06:16<00:42, 1.22it/s] Epoch 5/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [06:16<00:31, 1.61it/s] Epoch 5/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [06:17<00:24, 2.01it/s] Epoch 5/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [06:17<00:19, 2.47it/s] Epoch 5/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [06:18<00:33, 1.42it/s] Epoch 5/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [06:22<01:16, 1.62s/it] Epoch 5/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [06:22<00:54, 1.19s/it] Epoch 5/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [06:22<00:39, 1.13it/s] Epoch 5/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [06:23<00:36, 1.21it/s] Epoch 5/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [06:24<00:41, 1.03it/s] Epoch 5/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [06:25<00:31, 1.35it/s] Epoch 5/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [06:25<00:23, 1.75it/s] Epoch 5/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [06:25<00:18, 2.19it/s] Epoch 5/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [06:25<00:14, 2.62it/s] Epoch 5/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [06:27<00:31, 1.21it/s] Epoch 5/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [06:31<01:03, 1.71s/it] Epoch 5/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [06:31<00:45, 1.26s/it] Epoch 5/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [06:31<00:32, 1.06it/s] Epoch 5/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [06:32<00:25, 1.32it/s] Epoch 5/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [06:33<00:32, 1.03it/s] Epoch 5/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [06:33<00:23, 1.35it/s] Epoch 5/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [06:33<00:17, 1.75it/s] Epoch 5/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [06:34<00:13, 2.17it/s] Epoch 5/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [06:34<00:11, 2.61it/s] Epoch 5/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [06:36<00:28, 1.01s/it] Epoch 5/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [06:40<00:48, 1.80s/it] Epoch 5/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [06:40<00:34, 1.32s/it] Epoch 5/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [06:40<00:24, 1.03it/s] Epoch 5/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [06:41<00:18, 1.32it/s] Epoch 5/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [06:41<00:18, 1.26it/s] Epoch 5/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [06:42<00:13, 1.64it/s] Epoch 5/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [06:42<00:09, 2.10it/s] Epoch 5/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [06:42<00:07, 2.54it/s] Epoch 5/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [06:42<00:06, 2.97it/s] Epoch 5/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [06:45<00:20, 1.14s/it] Epoch 5/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [06:49<00:31, 1.86s/it] Epoch 5/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [06:49<00:21, 1.36s/it] Epoch 5/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [06:49<00:14, 1.00it/s] Epoch 5/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [06:49<00:10, 1.31it/s] Epoch 5/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [06:49<00:07, 1.66it/s] Epoch 5/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [06:50<00:05, 2.10it/s] Epoch 5/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [06:50<00:04, 2.55it/s] Epoch 5/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [06:50<00:03, 2.91it/s] Epoch 5/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [06:50<00:02, 3.14it/s] Epoch 5/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [06:53<00:07, 1.03it/s] Epoch 5/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [06:55<00:08, 1.28s/it] Epoch 5/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [06:55<00:05, 1.05it/s] Epoch 5/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [06:55<00:03, 1.40it/s] Epoch 5/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [06:55<00:02, 1.79it/s] Epoch 5/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [06:56<00:01, 2.24it/s] Epoch 5/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [06:56<00:00, 2.75it/s] Epoch 5/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [06:56<00:00, 3.29it/s] Epoch 5/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [06:56<00:00, 3.80it/s] Epoch 5/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [06:56<00:00, 1.04it/s]
Epoch 5/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 5/50 - Validation: 2%|▏ | 1/48 [00:03<02:50, 3.63s/it] Epoch 5/50 - Validation: 4%|▍ | 2/48 [00:07<02:48, 3.66s/it] Epoch 5/50 - Validation: 6%|β–‹ | 3/48 [00:10<02:40, 3.56s/it] Epoch 5/50 - Validation: 8%|β–Š | 4/48 [00:14<02:41, 3.67s/it] Epoch 5/50 - Validation: 10%|β–ˆ | 5/48 [00:18<02:37, 3.67s/it] Epoch 5/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:22<02:38, 3.78s/it] Epoch 5/50 - Validation: 15%|β–ˆβ– | 7/48 [00:26<02:36, 3.82s/it] Epoch 5/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:29<02:28, 3.72s/it] Epoch 5/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:33<02:22, 3.65s/it] Epoch 5/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:36<02:17, 3.62s/it] Epoch 5/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:40<02:12, 3.59s/it] Epoch 5/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:43<02:09, 3.60s/it] Epoch 5/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:47<02:05, 3.58s/it] Epoch 5/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:50<01:55, 3.40s/it] Epoch 5/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:53<01:46, 3.23s/it] Epoch 5/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:56<01:40, 3.13s/it] Epoch 5/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:58<01:31, 2.96s/it] Epoch 5/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [01:01<01:26, 2.87s/it] Epoch 5/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [01:03<01:19, 2.76s/it] Epoch 5/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [01:06<01:14, 2.67s/it] Epoch 5/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:08<01:10, 2.61s/it] Epoch 5/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:11<01:07, 2.59s/it] Epoch 5/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:13<01:04, 2.57s/it] Epoch 5/50 - Validation: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 24/48 [01:16<01:05, 2.72s/it] Epoch 5/50 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 25/48 [01:19<01:03, 2.76s/it] Epoch 5/50 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 26/48 [01:22<01:01, 2.81s/it] Epoch 5/50 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 27/48 [01:25<01:00, 2.86s/it] Epoch 5/50 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 28/48 [01:28<00:57, 2.87s/it] Epoch 5/50 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 29/48 [01:31<00:54, 2.87s/it] Epoch 5/50 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 30/48 [01:34<00:51, 2.88s/it] Epoch 5/50 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 31/48 [01:37<00:49, 2.88s/it] Epoch 5/50 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 32/48 [01:39<00:45, 2.83s/it] Epoch 5/50 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 33/48 [01:42<00:42, 2.83s/it] Epoch 5/50 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 34/48 [01:45<00:39, 2.82s/it] Epoch 5/50 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 35/48 [01:48<00:36, 2.84s/it] Epoch 5/50 - Validation: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 36/48 [01:51<00:34, 2.85s/it] Epoch 5/50 - Validation: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 37/48 [01:53<00:30, 2.80s/it] Epoch 5/50 - Validation: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 38/48 [01:56<00:27, 2.78s/it] Epoch 5/50 - Validation: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 39/48 [01:59<00:24, 2.77s/it] Epoch 5/50 - Validation: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 40/48 [02:02<00:22, 2.80s/it] Epoch 5/50 - Validation: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 41/48 [02:05<00:19, 2.77s/it] Epoch 5/50 - Validation: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 42/48 [02:07<00:16, 2.79s/it] Epoch 5/50 - Validation: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 43/48 [02:10<00:14, 2.85s/it] Epoch 5/50 - Validation: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 44/48 [02:13<00:11, 2.83s/it] Epoch 5/50 - Validation: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 45/48 [02:16<00:08, 2.82s/it] Epoch 5/50 - Validation: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 46/48 [02:19<00:05, 2.75s/it] Epoch 5/50 - Validation: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 47/48 [02:21<00:02, 2.75s/it] Epoch 5/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:22<00:00, 2.10s/it] Epoch 5/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:22<00:00, 2.97s/it]
Epoch 6/50 - Training: 0%| | 0/435 [00:00<?, ?it/s] Epoch 6/50 - Training: 0%| | 1/435 [00:08<1:01:53, 8.56s/it] Epoch 6/50 - Training: 0%| | 2/435 [00:08<26:05, 3.62s/it] Epoch 6/50 - Training: 1%| | 3/435 [00:09<16:26, 2.28s/it] Epoch 6/50 - Training: 1%| | 4/435 [00:09<10:22, 1.45s/it] Epoch 6/50 - Training: 1%| | 5/435 [00:09<07:00, 1.02it/s] Epoch 6/50 - Training: 1%|▏ | 6/435 [00:09<05:00, 1.43it/s] Epoch 6/50 - Training: 2%|▏ | 7/435 [00:10<03:43, 1.92it/s] Epoch 6/50 - Training: 2%|▏ | 8/435 [00:10<02:52, 2.47it/s] Epoch 6/50 - Training: 2%|▏ | 9/435 [00:10<02:18, 3.09it/s] Epoch 6/50 - Training: 2%|▏ | 10/435 [00:10<01:53, 3.73it/s] Epoch 6/50 - Training: 3%|β–Ž | 11/435 [00:15<11:26, 1.62s/it] Epoch 6/50 - Training: 3%|β–Ž | 12/435 [00:15<08:15, 1.17s/it] Epoch 6/50 - Training: 3%|β–Ž | 13/435 [00:16<08:02, 1.14s/it] Epoch 6/50 - Training: 3%|β–Ž | 14/435 [00:16<05:55, 1.18it/s] Epoch 6/50 - Training: 3%|β–Ž | 15/435 [00:16<04:24, 1.59it/s] Epoch 6/50 - Training: 4%|β–Ž | 16/435 [00:16<03:21, 2.08it/s] Epoch 6/50 - Training: 4%|▍ | 17/435 [00:16<02:39, 2.61it/s] Epoch 6/50 - Training: 4%|▍ | 18/435 [00:17<02:09, 3.23it/s] Epoch 6/50 - Training: 4%|▍ | 19/435 [00:17<01:47, 3.87it/s] Epoch 6/50 - Training: 5%|▍ | 20/435 [00:17<01:33, 4.46it/s] Epoch 6/50 - Training: 5%|▍ | 21/435 [00:20<07:32, 1.09s/it] Epoch 6/50 - Training: 5%|β–Œ | 22/435 [00:20<05:32, 1.24it/s] Epoch 6/50 - Training: 5%|β–Œ | 23/435 [00:21<06:05, 1.13it/s] Epoch 6/50 - Training: 6%|β–Œ | 24/435 [00:21<04:31, 1.51it/s] Epoch 6/50 - Training: 6%|β–Œ | 25/435 [00:21<03:26, 1.99it/s] Epoch 6/50 - Training: 6%|β–Œ | 26/435 [00:22<02:40, 2.56it/s] Epoch 6/50 - Training: 6%|β–Œ | 27/435 [00:22<02:08, 3.18it/s] Epoch 6/50 - Training: 6%|β–‹ | 28/435 [00:22<01:46, 3.84it/s] Epoch 6/50 - Training: 7%|β–‹ | 29/435 [00:22<01:30, 4.49it/s] Epoch 6/50 - Training: 7%|β–‹ | 30/435 [00:22<01:20, 5.06it/s] Epoch 6/50 - Training: 7%|β–‹ | 31/435 [00:25<07:33, 1.12s/it] Epoch 6/50 - Training: 7%|β–‹ | 32/435 [00:26<05:35, 1.20it/s] Epoch 6/50 - Training: 8%|β–Š | 33/435 [00:27<06:10, 1.09it/s] Epoch 6/50 - Training: 8%|β–Š | 34/435 [00:27<04:41, 1.42it/s] Epoch 6/50 - Training: 8%|β–Š | 35/435 [00:27<03:34, 1.86it/s] Epoch 6/50 - Training: 8%|β–Š | 36/435 [00:27<02:47, 2.38it/s] Epoch 6/50 - Training: 9%|β–Š | 37/435 [00:27<02:16, 2.91it/s] Epoch 6/50 - Training: 9%|β–Š | 38/435 [00:28<01:55, 3.45it/s] Epoch 6/50 - Training: 9%|β–‰ | 39/435 [00:28<01:40, 3.93it/s] Epoch 6/50 - Training: 9%|β–‰ | 40/435 [00:28<01:28, 4.47it/s] Epoch 6/50 - Training: 9%|β–‰ | 41/435 [00:31<06:54, 1.05s/it] Epoch 6/50 - Training: 10%|β–‰ | 42/435 [00:31<05:06, 1.28it/s] Epoch 6/50 - Training: 10%|β–‰ | 43/435 [00:32<05:38, 1.16it/s] Epoch 6/50 - Training: 10%|β–ˆ | 44/435 [00:32<04:16, 1.52it/s] Epoch 6/50 - Training: 10%|β–ˆ | 45/435 [00:32<03:19, 1.95it/s] Epoch 6/50 - Training: 11%|β–ˆ | 46/435 [00:33<02:35, 2.50it/s] Epoch 6/50 - Training: 11%|β–ˆ | 47/435 [00:33<02:04, 3.11it/s] Epoch 6/50 - Training: 11%|β–ˆ | 48/435 [00:33<01:43, 3.72it/s] Epoch 6/50 - Training: 11%|β–ˆβ– | 49/435 [00:33<01:29, 4.33it/s] Epoch 6/50 - Training: 11%|β–ˆβ– | 50/435 [00:33<01:18, 4.90it/s] Epoch 6/50 - Training: 12%|β–ˆβ– | 51/435 [00:36<06:44, 1.05s/it] Epoch 6/50 - Training: 12%|β–ˆβ– | 52/435 [00:36<04:59, 1.28it/s] Epoch 6/50 - Training: 12%|β–ˆβ– | 53/435 [00:37<05:28, 1.16it/s] Epoch 6/50 - Training: 12%|β–ˆβ– | 54/435 [00:37<04:05, 1.55it/s] Epoch 6/50 - Training: 13%|β–ˆβ–Ž | 55/435 [00:38<03:08, 2.02it/s] Epoch 6/50 - Training: 13%|β–ˆβ–Ž | 56/435 [00:38<02:27, 2.57it/s] Epoch 6/50 - Training: 13%|β–ˆβ–Ž | 57/435 [00:38<02:01, 3.12it/s] Epoch 6/50 - Training: 13%|β–ˆβ–Ž | 58/435 [00:38<01:40, 3.74it/s] Epoch 6/50 - Training: 14%|β–ˆβ–Ž | 59/435 [00:38<01:26, 4.35it/s] Epoch 6/50 - Training: 14%|β–ˆβ– | 60/435 [00:38<01:17, 4.86it/s] Epoch 6/50 - Training: 14%|β–ˆβ– | 61/435 [00:41<06:42, 1.07s/it] Epoch 6/50 - Training: 14%|β–ˆβ– | 62/435 [00:42<04:57, 1.26it/s] Epoch 6/50 - Training: 14%|β–ˆβ– | 63/435 [00:42<04:59, 1.24it/s] Epoch 6/50 - Training: 15%|β–ˆβ– | 64/435 [00:43<03:44, 1.65it/s] Epoch 6/50 - Training: 15%|β–ˆβ– | 65/435 [00:43<02:54, 2.12it/s] Epoch 6/50 - Training: 15%|β–ˆβ–Œ | 66/435 [00:43<02:22, 2.59it/s] Epoch 6/50 - Training: 15%|β–ˆβ–Œ | 67/435 [00:43<01:55, 3.19it/s] Epoch 6/50 - Training: 16%|β–ˆβ–Œ | 68/435 [00:43<01:37, 3.77it/s] Epoch 6/50 - Training: 16%|β–ˆβ–Œ | 69/435 [00:43<01:23, 4.40it/s] Epoch 6/50 - Training: 16%|β–ˆβ–Œ | 70/435 [00:43<01:13, 4.97it/s] Epoch 6/50 - Training: 16%|β–ˆβ–‹ | 71/435 [00:47<06:45, 1.11s/it] Epoch 6/50 - Training: 17%|β–ˆβ–‹ | 72/435 [00:47<05:15, 1.15it/s] Epoch 6/50 - Training: 17%|β–ˆβ–‹ | 73/435 [00:48<05:02, 1.20it/s] Epoch 6/50 - Training: 17%|β–ˆβ–‹ | 74/435 [00:48<03:54, 1.54it/s] Epoch 6/50 - Training: 17%|β–ˆβ–‹ | 75/435 [00:48<03:01, 1.98it/s] Epoch 6/50 - Training: 17%|β–ˆβ–‹ | 76/435 [00:48<02:27, 2.44it/s] Epoch 6/50 - Training: 18%|β–ˆβ–Š | 77/435 [00:49<01:59, 3.00it/s] Epoch 6/50 - Training: 18%|β–ˆβ–Š | 78/435 [00:49<01:39, 3.59it/s] Epoch 6/50 - Training: 18%|β–ˆβ–Š | 79/435 [00:49<01:25, 4.17it/s] Epoch 6/50 - 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Training: 22%|β–ˆβ–ˆβ– | 95/435 [00:58<02:35, 2.18it/s] Epoch 6/50 - Training: 22%|β–ˆβ–ˆβ– | 96/435 [00:59<02:04, 2.72it/s] Epoch 6/50 - Training: 22%|β–ˆβ–ˆβ– | 97/435 [00:59<01:42, 3.29it/s] Epoch 6/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 98/435 [00:59<01:27, 3.87it/s] Epoch 6/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 99/435 [00:59<01:18, 4.28it/s] Epoch 6/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 100/435 [00:59<01:13, 4.55it/s] Epoch 6/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 101/435 [01:03<07:14, 1.30s/it] Epoch 6/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 102/435 [01:04<05:53, 1.06s/it] Epoch 6/50 - Training: 24%|β–ˆβ–ˆβ–Ž | 103/435 [01:04<04:38, 1.19it/s] Epoch 6/50 - Training: 24%|β–ˆβ–ˆβ– | 104/435 [01:04<03:32, 1.56it/s] Epoch 6/50 - Training: 24%|β–ˆβ–ˆβ– | 105/435 [01:04<02:44, 2.01it/s] Epoch 6/50 - Training: 24%|β–ˆβ–ˆβ– | 106/435 [01:04<02:11, 2.51it/s] Epoch 6/50 - Training: 25%|β–ˆβ–ˆβ– | 107/435 [01:05<01:47, 3.05it/s] Epoch 6/50 - Training: 25%|β–ˆβ–ˆβ– | 108/435 [01:05<01:30, 3.61it/s] Epoch 6/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 109/435 [01:05<01:48, 3.01it/s] Epoch 6/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 110/435 [01:05<01:33, 3.46it/s] Epoch 6/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 111/435 [01:10<07:46, 1.44s/it] Epoch 6/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 112/435 [01:10<06:18, 1.17s/it] Epoch 6/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 113/435 [01:10<04:45, 1.13it/s] Epoch 6/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 114/435 [01:10<03:32, 1.51it/s] Epoch 6/50 - Training: 26%|β–ˆβ–ˆβ–‹ | 115/435 [01:11<02:42, 1.97it/s] Epoch 6/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 116/435 [01:11<02:08, 2.48it/s] Epoch 6/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 117/435 [01:11<01:42, 3.11it/s] Epoch 6/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 118/435 [01:11<01:24, 3.76it/s] Epoch 6/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 119/435 [01:12<03:13, 1.63it/s] Epoch 6/50 - Training: 28%|β–ˆβ–ˆβ–Š | 120/435 [01:13<02:29, 2.10it/s] Epoch 6/50 - Training: 28%|β–ˆβ–ˆβ–Š | 121/435 [01:16<07:12, 1.38s/it] Epoch 6/50 - Training: 28%|β–ˆβ–ˆβ–Š | 122/435 [01:17<05:55, 1.14s/it] Epoch 6/50 - Training: 28%|β–ˆβ–ˆβ–Š | 123/435 [01:17<04:25, 1.18it/s] Epoch 6/50 - Training: 29%|β–ˆβ–ˆβ–Š | 124/435 [01:17<03:39, 1.41it/s] Epoch 6/50 - Training: 29%|β–ˆβ–ˆβ–Š | 125/435 [01:17<02:47, 1.86it/s] Epoch 6/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 126/435 [01:18<02:11, 2.35it/s] Epoch 6/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 127/435 [01:18<01:44, 2.94it/s] Epoch 6/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 128/435 [01:18<01:25, 3.58it/s] Epoch 6/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 129/435 [01:20<03:49, 1.33it/s] Epoch 6/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 130/435 [01:20<02:51, 1.77it/s] Epoch 6/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 131/435 [01:23<06:11, 1.22s/it] Epoch 6/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 132/435 [01:23<04:53, 1.03it/s] Epoch 6/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 133/435 [01:23<03:57, 1.27it/s] Epoch 6/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 134/435 [01:24<03:28, 1.44it/s] Epoch 6/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 135/435 [01:24<02:36, 1.91it/s] Epoch 6/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 136/435 [01:24<02:01, 2.47it/s] Epoch 6/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 137/435 [01:24<01:36, 3.09it/s] Epoch 6/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 138/435 [01:24<01:18, 3.77it/s] Epoch 6/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 139/435 [01:27<04:39, 1.06it/s] Epoch 6/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 140/435 [01:27<03:31, 1.40it/s] Epoch 6/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 141/435 [01:29<04:54, 1.00s/it] Epoch 6/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 142/435 [01:29<03:37, 1.35it/s] Epoch 6/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 143/435 [01:29<03:07, 1.56it/s] Epoch 6/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 144/435 [01:30<02:59, 1.62it/s] Epoch 6/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 145/435 [01:30<02:19, 2.08it/s] Epoch 6/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 146/435 [01:30<01:51, 2.59it/s] Epoch 6/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 147/435 [01:30<01:30, 3.19it/s] Epoch 6/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 148/435 [01:30<01:14, 3.83it/s] Epoch 6/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 149/435 [01:33<05:06, 1.07s/it] Epoch 6/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 150/435 [01:34<03:50, 1.23it/s] Epoch 6/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 151/435 [01:35<04:03, 1.16it/s] Epoch 6/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 152/435 [01:35<03:02, 1.55it/s] Epoch 6/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 153/435 [01:35<02:34, 1.82it/s] Epoch 6/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 154/435 [01:36<02:48, 1.67it/s] Epoch 6/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 155/435 [01:36<02:09, 2.16it/s] Epoch 6/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 156/435 [01:36<01:44, 2.67it/s] Epoch 6/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 157/435 [01:36<01:24, 3.30it/s] Epoch 6/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–‹ | 158/435 [01:36<01:10, 3.94it/s] Epoch 6/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 159/435 [01:40<06:05, 1.32s/it] Epoch 6/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 160/435 [01:40<04:30, 1.02it/s] Epoch 6/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 161/435 [01:41<03:25, 1.33it/s] Epoch 6/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 162/435 [01:41<02:38, 1.73it/s] Epoch 6/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 163/435 [01:41<02:03, 2.20it/s] Epoch 6/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 164/435 [01:42<02:31, 1.79it/s] Epoch 6/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 165/435 [01:42<01:59, 2.26it/s] Epoch 6/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 166/435 [01:42<01:37, 2.76it/s] Epoch 6/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 167/435 [01:42<01:29, 2.99it/s] Epoch 6/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–Š | 168/435 [01:42<01:16, 3.49it/s] Epoch 6/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 169/435 [01:47<06:31, 1.47s/it] Epoch 6/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 170/435 [01:47<04:47, 1.09s/it] Epoch 6/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 171/435 [01:47<03:33, 1.23it/s] Epoch 6/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 172/435 [01:47<02:41, 1.63it/s] Epoch 6/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 173/435 [01:47<02:05, 2.08it/s] Epoch 6/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 174/435 [01:48<01:44, 2.49it/s] Epoch 6/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 175/435 [01:48<01:26, 3.00it/s] Epoch 6/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 176/435 [01:48<01:13, 3.53it/s] Epoch 6/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 177/435 [01:48<01:28, 2.92it/s] Epoch 6/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 178/435 [01:49<01:16, 3.37it/s] Epoch 6/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 179/435 [01:53<06:51, 1.61s/it] Epoch 6/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 180/435 [01:53<05:02, 1.18s/it] Epoch 6/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [01:54<03:43, 1.14it/s] Epoch 6/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [01:54<02:48, 1.50it/s] Epoch 6/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [01:54<02:10, 1.94it/s] Epoch 6/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [01:54<01:43, 2.43it/s] Epoch 6/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [01:54<01:23, 2.98it/s] Epoch 6/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [01:54<01:10, 3.51it/s] Epoch 6/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [01:55<01:01, 4.04it/s] Epoch 6/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [01:55<00:54, 4.51it/s] Epoch 6/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [02:00<07:02, 1.72s/it] Epoch 6/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [02:00<05:09, 1.26s/it] Epoch 6/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [02:00<03:47, 1.07it/s] Epoch 6/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [02:01<02:50, 1.43it/s] Epoch 6/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [02:01<02:10, 1.85it/s] Epoch 6/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [02:01<01:42, 2.35it/s] Epoch 6/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [02:01<01:23, 2.88it/s] Epoch 6/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [02:01<01:09, 3.42it/s] Epoch 6/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [02:01<01:00, 3.96it/s] Epoch 6/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [02:01<00:53, 4.47it/s] Epoch 6/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [02:07<06:59, 1.78s/it] Epoch 6/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [02:07<05:05, 1.30s/it] Epoch 6/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [02:07<03:43, 1.05it/s] Epoch 6/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [02:07<02:46, 1.40it/s] Epoch 6/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [02:08<02:07, 1.82it/s] Epoch 6/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [02:08<01:40, 2.30it/s] Epoch 6/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [02:08<01:21, 2.81it/s] Epoch 6/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [02:08<01:08, 3.34it/s] Epoch 6/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [02:08<00:59, 3.86it/s] Epoch 6/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [02:08<00:51, 4.44it/s] Epoch 6/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [02:14<06:51, 1.82s/it] Epoch 6/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [02:14<04:58, 1.33s/it] Epoch 6/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [02:14<03:39, 1.02it/s] Epoch 6/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [02:14<02:44, 1.36it/s] Epoch 6/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [02:15<02:05, 1.76it/s] Epoch 6/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [02:15<01:39, 2.23it/s] Epoch 6/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [02:15<01:20, 2.73it/s] Epoch 6/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [02:15<01:07, 3.24it/s] Epoch 6/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [02:15<00:58, 3.75it/s] Epoch 6/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [02:15<00:50, 4.32it/s] Epoch 6/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [02:21<06:21, 1.77s/it] Epoch 6/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [02:21<04:38, 1.29s/it] Epoch 6/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [02:21<03:23, 1.05it/s] Epoch 6/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [02:21<02:31, 1.40it/s] Epoch 6/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [02:21<01:56, 1.82it/s] Epoch 6/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [02:22<01:31, 2.30it/s] Epoch 6/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [02:22<01:12, 2.88it/s] Epoch 6/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [02:22<01:00, 3.48it/s] Epoch 6/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [02:22<00:51, 4.02it/s] Epoch 6/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [02:22<00:45, 4.53it/s] Epoch 6/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [02:28<06:07, 1.78s/it] Epoch 6/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [02:28<04:26, 1.30s/it] Epoch 6/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [02:28<03:16, 1.04it/s] Epoch 6/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [02:28<02:26, 1.38it/s] Epoch 6/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [02:28<01:52, 1.79it/s] Epoch 6/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [02:28<01:27, 2.29it/s] Epoch 6/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [02:29<01:10, 2.85it/s] Epoch 6/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [02:29<00:57, 3.47it/s] Epoch 6/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [02:29<00:49, 4.01it/s] Epoch 6/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [02:29<00:43, 4.49it/s] Epoch 6/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [02:34<05:24, 1.65s/it] Epoch 6/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [02:34<03:54, 1.20s/it] Epoch 6/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [02:34<02:51, 1.13it/s] Epoch 6/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [02:35<02:07, 1.52it/s] Epoch 6/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [02:35<01:36, 2.00it/s] Epoch 6/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [02:35<01:14, 2.56it/s] Epoch 6/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [02:35<01:00, 3.16it/s] Epoch 6/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [02:35<00:50, 3.77it/s] Epoch 6/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [02:35<00:43, 4.29it/s] Epoch 6/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [02:35<00:38, 4.80it/s] Epoch 6/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [02:40<05:10, 1.67s/it] Epoch 6/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [02:41<03:45, 1.22s/it] Epoch 6/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [02:41<02:45, 1.12it/s] Epoch 6/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [02:41<02:02, 1.49it/s] Epoch 6/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [02:41<01:32, 1.97it/s] Epoch 6/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [02:41<01:11, 2.53it/s] Epoch 6/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [02:41<00:57, 3.15it/s] Epoch 6/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [02:41<00:47, 3.77it/s] Epoch 6/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [02:42<00:41, 4.32it/s] Epoch 6/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [02:42<00:37, 4.73it/s] Epoch 6/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [02:47<05:16, 1.80s/it] Epoch 6/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [02:47<03:49, 1.31s/it] Epoch 6/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [02:48<02:46, 1.04it/s] Epoch 6/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [02:48<02:03, 1.41it/s] Epoch 6/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [02:48<01:32, 1.86it/s] Epoch 6/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [02:48<01:11, 2.40it/s] Epoch 6/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [02:48<00:56, 3.01it/s] Epoch 6/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [02:48<00:46, 3.66it/s] Epoch 6/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [02:48<00:39, 4.23it/s] Epoch 6/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [02:49<00:35, 4.65it/s] Epoch 6/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [02:54<04:34, 1.65s/it] Epoch 6/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [02:54<03:19, 1.21s/it] Epoch 6/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [02:54<02:26, 1.12it/s] Epoch 6/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [02:54<01:49, 1.49it/s] Epoch 6/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [02:54<01:23, 1.95it/s] Epoch 6/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [02:54<01:04, 2.49it/s] Epoch 6/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [02:54<00:51, 3.10it/s] Epoch 6/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [02:55<00:42, 3.72it/s] Epoch 6/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [02:55<00:36, 4.33it/s] Epoch 6/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [02:55<00:32, 4.87it/s] Epoch 6/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [03:00<04:31, 1.74s/it] Epoch 6/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [03:00<03:16, 1.27s/it] Epoch 6/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [03:01<02:23, 1.07it/s] Epoch 6/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [03:01<01:45, 1.44it/s] Epoch 6/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [03:01<01:19, 1.91it/s] Epoch 6/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [03:01<01:01, 2.46it/s] Epoch 6/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [03:01<00:48, 3.07it/s] Epoch 6/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [03:01<00:40, 3.71it/s] Epoch 6/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [03:01<00:34, 4.33it/s] Epoch 6/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [03:02<00:30, 4.85it/s] Epoch 6/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [03:07<04:10, 1.72s/it] Epoch 6/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [03:07<03:02, 1.26s/it] Epoch 6/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [03:07<02:13, 1.07it/s] Epoch 6/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [03:07<01:39, 1.43it/s] Epoch 6/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [03:07<01:15, 1.87it/s] Epoch 6/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [03:08<00:58, 2.40it/s] Epoch 6/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [03:08<00:47, 2.96it/s] Epoch 6/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [03:08<00:38, 3.60it/s] Epoch 6/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [03:08<00:32, 4.22it/s] Epoch 6/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [03:08<00:28, 4.76it/s] Epoch 6/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [03:13<03:52, 1.71s/it] Epoch 6/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [03:14<02:48, 1.25s/it] Epoch 6/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [03:14<02:03, 1.09it/s] Epoch 6/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [03:14<01:31, 1.45it/s] Epoch 6/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [03:14<01:09, 1.90it/s] Epoch 6/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [03:14<00:53, 2.45it/s] Epoch 6/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [03:14<00:42, 3.07it/s] Epoch 6/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [03:14<00:34, 3.70it/s] Epoch 6/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [03:15<00:30, 4.26it/s] Epoch 6/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [03:15<00:27, 4.68it/s] Epoch 6/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [03:20<03:22, 1.61s/it] Epoch 6/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [03:20<02:27, 1.18s/it] Epoch 6/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [03:20<01:47, 1.15it/s] Epoch 6/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [03:20<01:20, 1.53it/s] Epoch 6/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [03:20<01:01, 1.99it/s] Epoch 6/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [03:20<00:47, 2.54it/s] Epoch 6/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [03:20<00:38, 3.16it/s] Epoch 6/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [03:21<00:31, 3.78it/s] Epoch 6/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [03:21<00:28, 4.21it/s] Epoch 6/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [03:21<00:24, 4.69it/s] Epoch 6/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [03:26<03:06, 1.61s/it] Epoch 6/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [03:26<02:15, 1.18s/it] Epoch 6/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [03:26<01:39, 1.14it/s] Epoch 6/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [03:26<01:14, 1.51it/s] Epoch 6/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [03:26<00:56, 1.97it/s] Epoch 6/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [03:27<00:44, 2.52it/s] Epoch 6/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [03:27<00:36, 3.04it/s] Epoch 6/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [03:27<00:30, 3.60it/s] Epoch 6/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [03:27<00:25, 4.22it/s] Epoch 6/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [03:27<00:22, 4.71it/s] Epoch 6/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [03:33<03:10, 1.80s/it] Epoch 6/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [03:33<02:18, 1.32s/it] Epoch 6/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [03:33<01:40, 1.03it/s] Epoch 6/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [03:33<01:14, 1.38it/s] Epoch 6/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [03:33<00:56, 1.79it/s] Epoch 6/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [03:34<00:44, 2.28it/s] Epoch 6/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [03:34<00:35, 2.82it/s] Epoch 6/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [03:34<00:29, 3.41it/s] Epoch 6/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [03:34<00:24, 4.00it/s] Epoch 6/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [03:34<00:21, 4.56it/s] Epoch 6/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [03:39<02:40, 1.67s/it] Epoch 6/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [03:39<01:56, 1.22s/it] Epoch 6/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [03:40<01:24, 1.11it/s] Epoch 6/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [03:40<01:02, 1.48it/s] Epoch 6/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [03:40<00:47, 1.93it/s] Epoch 6/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [03:40<00:36, 2.46it/s] Epoch 6/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [03:40<00:29, 3.05it/s] Epoch 6/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [03:40<00:24, 3.64it/s] Epoch 6/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [03:40<00:21, 4.18it/s] Epoch 6/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [03:41<00:19, 4.44it/s] Epoch 6/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [03:46<02:38, 1.84s/it] Epoch 6/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [03:46<01:54, 1.35s/it] Epoch 6/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [03:47<01:23, 1.01it/s] Epoch 6/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [03:47<01:01, 1.34it/s] Epoch 6/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [03:47<00:46, 1.75it/s] Epoch 6/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [03:47<00:36, 2.24it/s] Epoch 6/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [03:47<00:28, 2.80it/s] Epoch 6/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [03:47<00:23, 3.37it/s] Epoch 6/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [03:48<00:19, 3.95it/s] Epoch 6/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [03:48<00:17, 4.49it/s] Epoch 6/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [03:53<02:07, 1.68s/it] Epoch 6/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [03:53<01:32, 1.23s/it] Epoch 6/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [03:53<01:08, 1.08it/s] Epoch 6/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [03:53<00:51, 1.42it/s] Epoch 6/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [03:54<00:38, 1.85it/s] Epoch 6/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [03:54<00:30, 2.36it/s] Epoch 6/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [03:54<00:23, 2.93it/s] Epoch 6/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [03:54<00:19, 3.53it/s] Epoch 6/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [03:54<00:16, 4.12it/s] Epoch 6/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [03:54<00:14, 4.68it/s] Epoch 6/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [03:59<01:38, 1.50s/it] Epoch 6/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [03:59<01:11, 1.10s/it] Epoch 6/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [03:59<00:52, 1.21it/s] Epoch 6/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [03:59<00:39, 1.59it/s] Epoch 6/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [03:59<00:30, 2.05it/s] Epoch 6/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [04:00<00:23, 2.57it/s] Epoch 6/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [04:00<00:19, 3.15it/s] Epoch 6/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [04:00<00:15, 3.75it/s] Epoch 6/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [04:00<00:13, 4.28it/s] Epoch 6/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [04:00<00:12, 4.68it/s] Epoch 6/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [04:05<01:33, 1.67s/it] Epoch 6/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [04:05<01:07, 1.22s/it] Epoch 6/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [04:06<00:49, 1.10it/s] Epoch 6/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [04:06<00:36, 1.45it/s] Epoch 6/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [04:06<00:27, 1.88it/s] Epoch 6/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [04:06<00:21, 2.39it/s] Epoch 6/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [04:06<00:16, 2.94it/s] Epoch 6/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [04:06<00:14, 3.50it/s] Epoch 6/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [04:07<00:12, 3.98it/s] Epoch 6/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [04:07<00:10, 4.37it/s] Epoch 6/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [04:12<01:13, 1.60s/it] Epoch 6/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [04:12<00:52, 1.18s/it] Epoch 6/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [04:12<00:39, 1.12it/s] Epoch 6/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [04:12<00:29, 1.47it/s] Epoch 6/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [04:12<00:22, 1.90it/s] Epoch 6/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [04:13<00:16, 2.42it/s] Epoch 6/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [04:13<00:13, 2.98it/s] Epoch 6/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [04:13<00:10, 3.58it/s] Epoch 6/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [04:13<00:09, 4.08it/s] Epoch 6/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [04:13<00:08, 4.54it/s] Epoch 6/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [04:18<00:59, 1.66s/it] Epoch 6/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [04:18<00:42, 1.22s/it] Epoch 6/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [04:19<00:30, 1.11it/s] Epoch 6/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [04:19<00:22, 1.47it/s] Epoch 6/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [04:19<00:16, 1.91it/s] Epoch 6/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [04:19<00:12, 2.41it/s] Epoch 6/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [04:19<00:10, 2.96it/s] Epoch 6/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [04:19<00:08, 3.50it/s] Epoch 6/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [04:20<00:07, 3.96it/s] Epoch 6/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [04:20<00:06, 4.39it/s] Epoch 6/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [04:24<00:41, 1.61s/it] Epoch 6/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [04:25<00:29, 1.18s/it] Epoch 6/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [04:25<00:21, 1.14it/s] Epoch 6/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [04:25<00:15, 1.51it/s] Epoch 6/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [04:25<00:11, 1.95it/s] Epoch 6/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [04:25<00:08, 2.47it/s] Epoch 6/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [04:26<00:06, 2.99it/s] Epoch 6/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [04:26<00:05, 3.53it/s] Epoch 6/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [04:26<00:04, 4.03it/s] Epoch 6/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [04:26<00:03, 4.49it/s] Epoch 6/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [04:30<00:21, 1.37s/it] Epoch 6/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [04:30<00:15, 1.01s/it] Epoch 6/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [04:30<00:10, 1.34it/s] Epoch 6/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [04:30<00:07, 1.77it/s] Epoch 6/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [04:31<00:05, 2.28it/s] Epoch 6/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [04:31<00:03, 2.86it/s] Epoch 6/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [04:31<00:02, 3.50it/s] Epoch 6/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [04:31<00:02, 4.16it/s] Epoch 6/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [04:31<00:01, 4.73it/s] Epoch 6/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [04:31<00:01, 5.26it/s] Epoch 6/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [04:34<00:05, 1.06it/s] Epoch 6/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [04:34<00:03, 1.41it/s] Epoch 6/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [04:34<00:02, 1.85it/s] Epoch 6/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [04:34<00:01, 2.37it/s] Epoch 6/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [04:35<00:00, 2.95it/s] Epoch 6/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [04:35<00:00, 3.57it/s] Epoch 6/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [04:35<00:00, 4.24it/s] Epoch 6/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [04:35<00:00, 1.58it/s]
Epoch 6/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 6/50 - Validation: 2%|▏ | 1/48 [00:03<02:37, 3.36s/it] Epoch 6/50 - Validation: 4%|▍ | 2/48 [00:06<02:30, 3.28s/it] Epoch 6/50 - Validation: 6%|β–‹ | 3/48 [00:09<02:22, 3.17s/it] Epoch 6/50 - Validation: 8%|β–Š | 4/48 [00:12<02:21, 3.22s/it] Epoch 6/50 - Validation: 10%|β–ˆ | 5/48 [00:16<02:19, 3.25s/it] Epoch 6/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:19<02:17, 3.28s/it] Epoch 6/50 - Validation: 15%|β–ˆβ– | 7/48 [00:22<02:15, 3.29s/it] Epoch 6/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:25<02:08, 3.21s/it] Epoch 6/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:29<02:06, 3.25s/it] Epoch 6/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:32<02:04, 3.28s/it] Epoch 6/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:35<02:01, 3.28s/it] Epoch 6/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:39<02:00, 3.36s/it] Epoch 6/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:42<01:57, 3.36s/it] Epoch 6/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:45<01:48, 3.20s/it] Epoch 6/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:48<01:42, 3.09s/it] Epoch 6/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:51<01:35, 2.98s/it] Epoch 6/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:53<01:28, 2.84s/it] Epoch 6/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [00:56<01:20, 2.69s/it] Epoch 6/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [00:58<01:15, 2.59s/it] Epoch 6/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [01:00<01:09, 2.50s/it] Epoch 6/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:02<01:05, 2.43s/it] Epoch 6/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:05<01:02, 2.39s/it] Epoch 6/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:07<00:58, 2.35s/it] Epoch 6/50 - Validation: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 24/48 [01:10<00:58, 2.42s/it] Epoch 6/50 - Validation: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 25/48 [01:12<00:57, 2.48s/it] Epoch 6/50 - Validation: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 26/48 [01:15<00:55, 2.54s/it] Epoch 6/50 - Validation: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 27/48 [01:18<00:54, 2.60s/it] Epoch 6/50 - Validation: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 28/48 [01:20<00:53, 2.66s/it] Epoch 6/50 - Validation: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 29/48 [01:23<00:51, 2.72s/it] Epoch 6/50 - Validation: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 30/48 [01:26<00:48, 2.71s/it] Epoch 6/50 - Validation: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 31/48 [01:29<00:45, 2.69s/it] Epoch 6/50 - Validation: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 32/48 [01:31<00:42, 2.66s/it] Epoch 6/50 - Validation: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 33/48 [01:34<00:39, 2.64s/it] Epoch 6/50 - Validation: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 34/48 [01:36<00:36, 2.61s/it] Epoch 6/50 - Validation: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 35/48 [01:39<00:34, 2.65s/it] Epoch 6/50 - Validation: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 36/48 [01:42<00:31, 2.63s/it] Epoch 6/50 - Validation: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 37/48 [01:44<00:28, 2.60s/it] Epoch 6/50 - Validation: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 38/48 [01:47<00:25, 2.56s/it] Epoch 6/50 - Validation: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 39/48 [01:49<00:23, 2.56s/it] Epoch 6/50 - Validation: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 40/48 [01:52<00:20, 2.57s/it] Epoch 6/50 - Validation: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 41/48 [01:54<00:17, 2.55s/it] Epoch 6/50 - Validation: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 42/48 [01:57<00:15, 2.55s/it] Epoch 6/50 - Validation: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 43/48 [01:59<00:12, 2.54s/it] Epoch 6/50 - Validation: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 44/48 [02:02<00:10, 2.55s/it] Epoch 6/50 - Validation: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 45/48 [02:04<00:07, 2.54s/it] Epoch 6/50 - Validation: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 46/48 [02:07<00:05, 2.52s/it] Epoch 6/50 - Validation: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 47/48 [02:09<00:02, 2.53s/it] Epoch 6/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:10<00:00, 1.93s/it] Epoch 6/50 - Validation: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 48/48 [02:10<00:00, 2.72s/it]
Epoch 7/50 - Training: 0%| | 0/435 [00:00<?, ?it/s] Epoch 7/50 - Training: 0%| | 1/435 [00:13<1:34:13, 13.03s/it] Epoch 7/50 - Training: 0%| | 2/435 [00:13<39:18, 5.45s/it] Epoch 7/50 - Training: 1%| | 3/435 [00:13<22:36, 3.14s/it] Epoch 7/50 - Training: 1%| | 4/435 [00:13<14:11, 1.97s/it] Epoch 7/50 - Training: 1%| | 5/435 [00:13<09:31, 1.33s/it] Epoch 7/50 - Training: 1%|▏ | 6/435 [00:14<06:44, 1.06it/s] Epoch 7/50 - Training: 2%|▏ | 7/435 [00:14<04:57, 1.44it/s] Epoch 7/50 - Training: 2%|▏ | 8/435 [00:14<03:43, 1.91it/s] Epoch 7/50 - Training: 2%|▏ | 9/435 [00:14<02:50, 2.50it/s] Epoch 7/50 - Training: 2%|▏ | 10/435 [00:14<02:13, 3.17it/s] Epoch 7/50 - Training: 3%|β–Ž | 11/435 [00:27<28:43, 4.07s/it] Epoch 7/50 - Training: 3%|β–Ž | 12/435 [00:27<20:13, 2.87s/it] Epoch 7/50 - Training: 3%|β–Ž | 13/435 [00:27<14:27, 2.06s/it] Epoch 7/50 - Training: 3%|β–Ž | 14/435 [00:27<10:26, 1.49s/it] Epoch 7/50 - Training: 3%|β–Ž | 15/435 [00:27<07:39, 1.09s/it] Epoch 7/50 - Training: 4%|β–Ž | 16/435 [00:28<05:43, 1.22it/s] Epoch 7/50 - Training: 4%|▍ | 17/435 [00:28<04:22, 1.59it/s] Epoch 7/50 - Training: 4%|▍ | 18/435 [00:28<03:23, 2.05it/s] Epoch 7/50 - Training: 4%|▍ | 19/435 [00:28<02:37, 2.63it/s] Epoch 7/50 - Training: 5%|▍ | 20/435 [00:28<02:06, 3.28it/s] Epoch 7/50 - Training: 5%|▍ | 21/435 [00:36<18:02, 2.62s/it] Epoch 7/50 - Training: 5%|β–Œ | 22/435 [00:36<12:52, 1.87s/it] Epoch 7/50 - Training: 5%|β–Œ | 23/435 [00:37<09:26, 1.38s/it] Epoch 7/50 - Training: 6%|β–Œ | 24/435 [00:37<06:56, 1.01s/it] Epoch 7/50 - Training: 6%|β–Œ | 25/435 [00:37<05:14, 1.30it/s] Epoch 7/50 - Training: 6%|β–Œ | 26/435 [00:37<04:03, 1.68it/s] Epoch 7/50 - Training: 6%|β–Œ | 27/435 [00:37<03:13, 2.10it/s] Epoch 7/50 - Training: 6%|β–‹ | 28/435 [00:38<02:36, 2.61it/s] Epoch 7/50 - Training: 7%|β–‹ | 29/435 [00:38<02:04, 3.25it/s] Epoch 7/50 - Training: 7%|β–‹ | 30/435 [00:38<01:43, 3.92it/s] Epoch 7/50 - Training: 7%|β–‹ | 31/435 [00:46<16:50, 2.50s/it] Epoch 7/50 - Training: 7%|β–‹ | 32/435 [00:46<12:01, 1.79s/it] Epoch 7/50 - Training: 8%|β–Š | 33/435 [00:46<09:10, 1.37s/it] Epoch 7/50 - Training: 8%|β–Š | 34/435 [00:46<07:10, 1.07s/it] Epoch 7/50 - Training: 8%|β–Š | 35/435 [00:47<05:24, 1.23it/s] Epoch 7/50 - Training: 8%|β–Š | 36/435 [00:47<04:08, 1.61it/s] Epoch 7/50 - Training: 9%|β–Š | 37/435 [00:47<03:15, 2.04it/s] Epoch 7/50 - Training: 9%|β–Š | 38/435 [00:47<02:35, 2.56it/s] Epoch 7/50 - Training: 9%|β–‰ | 39/435 [00:47<02:03, 3.21it/s] Epoch 7/50 - Training: 9%|β–‰ | 40/435 [00:47<01:41, 3.90it/s] Epoch 7/50 - Training: 9%|β–‰ | 41/435 [00:54<14:48, 2.26s/it] Epoch 7/50 - Training: 10%|β–‰ | 42/435 [00:54<10:35, 1.62s/it] Epoch 7/50 - Training: 10%|β–‰ | 43/435 [00:55<08:08, 1.25s/it] Epoch 7/50 - Training: 10%|β–ˆ | 44/435 [00:56<07:01, 1.08s/it] Epoch 7/50 - Training: 10%|β–ˆ | 45/435 [00:56<05:16, 1.23it/s] Epoch 7/50 - Training: 11%|β–ˆ | 46/435 [00:56<04:03, 1.60it/s] Epoch 7/50 - Training: 11%|β–ˆ | 47/435 [00:56<03:11, 2.02it/s] Epoch 7/50 - Training: 11%|β–ˆ | 48/435 [00:56<02:32, 2.54it/s] Epoch 7/50 - Training: 11%|β–ˆβ– | 49/435 [00:56<02:01, 3.18it/s] Epoch 7/50 - Training: 11%|β–ˆβ– | 50/435 [00:57<01:39, 3.86it/s] Epoch 7/50 - Training: 12%|β–ˆβ– | 51/435 [01:03<14:32, 2.27s/it] Epoch 7/50 - Training: 12%|β–ˆβ– | 52/435 [01:04<10:24, 1.63s/it] Epoch 7/50 - Training: 12%|β–ˆβ– | 53/435 [01:04<08:25, 1.32s/it] Epoch 7/50 - Training: 12%|β–ˆβ– | 54/435 [01:05<07:41, 1.21s/it] Epoch 7/50 - Training: 13%|β–ˆβ–Ž | 55/435 [01:05<05:44, 1.10it/s] Epoch 7/50 - Training: 13%|β–ˆβ–Ž | 56/435 [01:06<04:21, 1.45it/s] Epoch 7/50 - Training: 13%|β–ˆβ–Ž | 57/435 [01:06<03:24, 1.85it/s] Epoch 7/50 - Training: 13%|β–ˆβ–Ž | 58/435 [01:06<02:40, 2.36it/s] Epoch 7/50 - Training: 14%|β–ˆβ–Ž | 59/435 [01:06<02:05, 2.99it/s] Epoch 7/50 - Training: 14%|β–ˆβ– | 60/435 [01:06<01:42, 3.66it/s] Epoch 7/50 - Training: 14%|β–ˆβ– | 61/435 [01:13<13:49, 2.22s/it] Epoch 7/50 - Training: 14%|β–ˆβ– | 62/435 [01:13<09:53, 1.59s/it] Epoch 7/50 - Training: 14%|β–ˆβ– | 63/435 [01:14<08:13, 1.33s/it] Epoch 7/50 - Training: 15%|β–ˆβ– | 64/435 [01:15<07:56, 1.28s/it] Epoch 7/50 - Training: 15%|β–ˆβ– | 65/435 [01:15<05:54, 1.04it/s] Epoch 7/50 - Training: 15%|β–ˆβ–Œ | 66/435 [01:15<04:28, 1.37it/s] Epoch 7/50 - Training: 15%|β–ˆβ–Œ | 67/435 [01:16<03:29, 1.76it/s] Epoch 7/50 - Training: 16%|β–ˆβ–Œ | 68/435 [01:16<02:44, 2.23it/s] Epoch 7/50 - Training: 16%|β–ˆβ–Œ | 69/435 [01:16<02:08, 2.84it/s] Epoch 7/50 - Training: 16%|β–ˆβ–Œ | 70/435 [01:16<01:44, 3.50it/s] Epoch 7/50 - Training: 16%|β–ˆβ–‹ | 71/435 [01:22<12:55, 2.13s/it] Epoch 7/50 - Training: 17%|β–ˆβ–‹ | 72/435 [01:23<09:15, 1.53s/it] Epoch 7/50 - Training: 17%|β–ˆβ–‹ | 73/435 [01:23<07:45, 1.28s/it] Epoch 7/50 - Training: 17%|β–ˆβ–‹ | 74/435 [01:24<07:39, 1.27s/it] Epoch 7/50 - Training: 17%|β–ˆβ–‹ | 75/435 [01:25<05:43, 1.05it/s] Epoch 7/50 - Training: 17%|β–ˆβ–‹ | 76/435 [01:25<04:21, 1.37it/s] Epoch 7/50 - Training: 18%|β–ˆβ–Š | 77/435 [01:25<03:22, 1.77it/s] Epoch 7/50 - Training: 18%|β–ˆβ–Š | 78/435 [01:25<02:38, 2.26it/s] Epoch 7/50 - Training: 18%|β–ˆβ–Š | 79/435 [01:25<02:03, 2.87it/s] Epoch 7/50 - Training: 18%|β–ˆβ–Š | 80/435 [01:25<01:43, 3.44it/s] Epoch 7/50 - Training: 19%|β–ˆβ–Š | 81/435 [01:32<12:22, 2.10s/it] Epoch 7/50 - Training: 19%|β–ˆβ–‰ | 82/435 [01:32<08:51, 1.51s/it] Epoch 7/50 - Training: 19%|β–ˆβ–‰ | 83/435 [01:33<07:21, 1.25s/it] Epoch 7/50 - Training: 19%|β–ˆβ–‰ | 84/435 [01:34<07:37, 1.30s/it] Epoch 7/50 - Training: 20%|β–ˆβ–‰ | 85/435 [01:34<05:37, 1.04it/s] Epoch 7/50 - Training: 20%|β–ˆβ–‰ | 86/435 [01:34<04:14, 1.37it/s] Epoch 7/50 - Training: 20%|β–ˆβ–ˆ | 87/435 [01:35<03:16, 1.77it/s] Epoch 7/50 - Training: 20%|β–ˆβ–ˆ | 88/435 [01:35<02:33, 2.26it/s] Epoch 7/50 - Training: 20%|β–ˆβ–ˆ | 89/435 [01:35<02:01, 2.85it/s] Epoch 7/50 - Training: 21%|β–ˆβ–ˆ | 90/435 [01:35<01:39, 3.46it/s] Epoch 7/50 - Training: 21%|β–ˆβ–ˆ | 91/435 [01:41<11:53, 2.07s/it] Epoch 7/50 - Training: 21%|β–ˆβ–ˆ | 92/435 [01:41<08:31, 1.49s/it] Epoch 7/50 - Training: 21%|β–ˆβ–ˆβ– | 93/435 [01:42<07:10, 1.26s/it] Epoch 7/50 - Training: 22%|β–ˆβ–ˆβ– | 94/435 [01:44<07:27, 1.31s/it] Epoch 7/50 - Training: 22%|β–ˆβ–ˆβ– | 95/435 [01:44<05:29, 1.03it/s] Epoch 7/50 - Training: 22%|β–ˆβ–ˆβ– | 96/435 [01:44<04:08, 1.36it/s] Epoch 7/50 - Training: 22%|β–ˆβ–ˆβ– | 97/435 [01:44<03:10, 1.78it/s] Epoch 7/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 98/435 [01:44<02:27, 2.28it/s] Epoch 7/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 99/435 [01:44<01:56, 2.90it/s] Epoch 7/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 100/435 [01:44<01:34, 3.53it/s] Epoch 7/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 101/435 [01:51<11:30, 2.07s/it] Epoch 7/50 - Training: 23%|β–ˆβ–ˆβ–Ž | 102/435 [01:51<08:14, 1.49s/it] Epoch 7/50 - Training: 24%|β–ˆβ–ˆβ–Ž | 103/435 [01:52<07:17, 1.32s/it] Epoch 7/50 - Training: 24%|β–ˆβ–ˆβ– | 104/435 [01:53<07:38, 1.39s/it] Epoch 7/50 - Training: 24%|β–ˆβ–ˆβ– | 105/435 [01:53<05:37, 1.02s/it] Epoch 7/50 - Training: 24%|β–ˆβ–ˆβ– | 106/435 [01:54<04:12, 1.30it/s] Epoch 7/50 - Training: 25%|β–ˆβ–ˆβ– | 107/435 [01:54<03:13, 1.69it/s] Epoch 7/50 - Training: 25%|β–ˆβ–ˆβ– | 108/435 [01:54<02:31, 2.16it/s] Epoch 7/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 109/435 [01:54<01:58, 2.76it/s] Epoch 7/50 - Training: 25%|β–ˆβ–ˆβ–Œ | 110/435 [01:54<01:36, 3.36it/s] Epoch 7/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 111/435 [02:01<11:59, 2.22s/it] Epoch 7/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 112/435 [02:01<08:34, 1.59s/it] Epoch 7/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 113/435 [02:02<07:51, 1.47s/it] Epoch 7/50 - Training: 26%|β–ˆβ–ˆβ–Œ | 114/435 [02:04<07:50, 1.47s/it] Epoch 7/50 - Training: 26%|β–ˆβ–ˆβ–‹ | 115/435 [02:04<05:46, 1.08s/it] Epoch 7/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 116/435 [02:04<04:18, 1.23it/s] Epoch 7/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 117/435 [02:04<03:17, 1.61it/s] Epoch 7/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 118/435 [02:04<02:33, 2.07it/s] Epoch 7/50 - Training: 27%|β–ˆβ–ˆβ–‹ | 119/435 [02:05<01:59, 2.65it/s] Epoch 7/50 - Training: 28%|β–ˆβ–ˆβ–Š | 120/435 [02:05<01:36, 3.26it/s] Epoch 7/50 - Training: 28%|β–ˆβ–ˆβ–Š | 121/435 [02:11<11:01, 2.11s/it] Epoch 7/50 - Training: 28%|β–ˆβ–ˆβ–Š | 122/435 [02:11<07:53, 1.51s/it] Epoch 7/50 - Training: 28%|β–ˆβ–ˆβ–Š | 123/435 [02:12<07:18, 1.41s/it] Epoch 7/50 - Training: 29%|β–ˆβ–ˆβ–Š | 124/435 [02:14<07:08, 1.38s/it] Epoch 7/50 - Training: 29%|β–ˆβ–ˆβ–Š | 125/435 [02:14<05:15, 1.02s/it] Epoch 7/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 126/435 [02:14<03:57, 1.30it/s] Epoch 7/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 127/435 [02:14<03:02, 1.69it/s] Epoch 7/50 - Training: 29%|β–ˆβ–ˆβ–‰ | 128/435 [02:14<02:21, 2.17it/s] Epoch 7/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 129/435 [02:14<01:51, 2.76it/s] Epoch 7/50 - Training: 30%|β–ˆβ–ˆβ–‰ | 130/435 [02:15<01:30, 3.36it/s] Epoch 7/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 131/435 [02:20<08:51, 1.75s/it] Epoch 7/50 - Training: 30%|β–ˆβ–ˆβ–ˆ | 132/435 [02:20<06:22, 1.26s/it] Epoch 7/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 133/435 [02:21<06:44, 1.34s/it] Epoch 7/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 134/435 [02:23<06:56, 1.38s/it] Epoch 7/50 - Training: 31%|β–ˆβ–ˆβ–ˆ | 135/435 [02:23<05:06, 1.02s/it] Epoch 7/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 136/435 [02:23<03:50, 1.30it/s] Epoch 7/50 - Training: 31%|β–ˆβ–ˆβ–ˆβ– | 137/435 [02:23<02:56, 1.69it/s] Epoch 7/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 138/435 [02:24<02:17, 2.16it/s] Epoch 7/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 139/435 [02:24<01:46, 2.77it/s] Epoch 7/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 140/435 [02:24<01:25, 3.43it/s] Epoch 7/50 - Training: 32%|β–ˆβ–ˆβ–ˆβ– | 141/435 [02:29<08:26, 1.72s/it] Epoch 7/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 142/435 [02:29<06:04, 1.24s/it] Epoch 7/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 143/435 [02:31<06:47, 1.40s/it] Epoch 7/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 144/435 [02:32<07:05, 1.46s/it] Epoch 7/50 - Training: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 145/435 [02:33<05:14, 1.08s/it] Epoch 7/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ–Ž | 146/435 [02:33<03:56, 1.22it/s] Epoch 7/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 147/435 [02:33<03:00, 1.59it/s] Epoch 7/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 148/435 [02:33<02:19, 2.06it/s] Epoch 7/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 149/435 [02:33<01:47, 2.65it/s] Epoch 7/50 - Training: 34%|β–ˆβ–ˆβ–ˆβ– | 150/435 [02:33<01:27, 3.26it/s] Epoch 7/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 151/435 [02:38<08:09, 1.72s/it] Epoch 7/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ– | 152/435 [02:39<05:52, 1.24s/it] Epoch 7/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 153/435 [02:41<06:58, 1.48s/it] Epoch 7/50 - Training: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 154/435 [02:42<06:56, 1.48s/it] Epoch 7/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 155/435 [02:42<05:06, 1.09s/it] Epoch 7/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 156/435 [02:42<03:49, 1.22it/s] Epoch 7/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–Œ | 157/435 [02:43<02:55, 1.58it/s] Epoch 7/50 - Training: 36%|β–ˆβ–ˆβ–ˆβ–‹ | 158/435 [02:43<02:15, 2.04it/s] Epoch 7/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 159/435 [02:43<01:44, 2.63it/s] Epoch 7/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 160/435 [02:43<01:23, 3.28it/s] Epoch 7/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 161/435 [02:48<07:08, 1.57s/it] Epoch 7/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 162/435 [02:48<05:09, 1.13s/it] Epoch 7/50 - Training: 37%|β–ˆβ–ˆβ–ˆβ–‹ | 163/435 [02:50<06:41, 1.48s/it] Epoch 7/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 164/435 [02:51<06:45, 1.49s/it] Epoch 7/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 165/435 [02:52<05:00, 1.11s/it] Epoch 7/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 166/435 [02:52<03:44, 1.20it/s] Epoch 7/50 - Training: 38%|β–ˆβ–ˆβ–ˆβ–Š | 167/435 [02:52<02:52, 1.55it/s] Epoch 7/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–Š | 168/435 [02:52<02:13, 2.00it/s] Epoch 7/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 169/435 [02:52<01:42, 2.59it/s] Epoch 7/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 170/435 [02:52<01:22, 3.23it/s] Epoch 7/50 - Training: 39%|β–ˆβ–ˆβ–ˆβ–‰ | 171/435 [02:57<06:26, 1.47s/it] Epoch 7/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 172/435 [02:57<04:39, 1.06s/it] Epoch 7/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 173/435 [02:59<06:17, 1.44s/it] Epoch 7/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 174/435 [03:00<06:13, 1.43s/it] Epoch 7/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 175/435 [03:01<04:54, 1.13s/it] Epoch 7/50 - Training: 40%|β–ˆβ–ˆβ–ˆβ–ˆ | 176/435 [03:01<03:40, 1.17it/s] Epoch 7/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 177/435 [03:01<02:47, 1.54it/s] Epoch 7/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 178/435 [03:01<02:09, 1.98it/s] Epoch 7/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆ | 179/435 [03:02<01:40, 2.56it/s] Epoch 7/50 - Training: 41%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 180/435 [03:02<01:19, 3.21it/s] Epoch 7/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 181/435 [03:05<04:55, 1.17s/it] Epoch 7/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 182/435 [03:05<03:35, 1.17it/s] Epoch 7/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 183/435 [03:07<05:22, 1.28s/it] Epoch 7/50 - Training: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 184/435 [03:09<05:27, 1.31s/it] Epoch 7/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 185/435 [03:09<04:23, 1.05s/it] Epoch 7/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 186/435 [03:09<03:18, 1.25it/s] Epoch 7/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 187/435 [03:10<02:32, 1.62it/s] Epoch 7/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 188/435 [03:10<01:59, 2.07it/s] Epoch 7/50 - Training: 43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 189/435 [03:10<01:32, 2.65it/s] Epoch 7/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 190/435 [03:10<01:14, 3.29it/s] Epoch 7/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 191/435 [03:13<04:24, 1.09s/it] Epoch 7/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 192/435 [03:13<03:13, 1.25it/s] Epoch 7/50 - Training: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 193/435 [03:15<05:17, 1.31s/it] Epoch 7/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 194/435 [03:17<05:21, 1.33s/it] Epoch 7/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 195/435 [03:17<04:18, 1.08s/it] Epoch 7/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 196/435 [03:18<03:12, 1.24it/s] Epoch 7/50 - Training: 45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 197/435 [03:18<02:28, 1.60it/s] Epoch 7/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 198/435 [03:18<01:55, 2.05it/s] Epoch 7/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 199/435 [03:18<01:30, 2.62it/s] Epoch 7/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 200/435 [03:18<01:12, 3.26it/s] Epoch 7/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 201/435 [03:21<03:56, 1.01s/it] Epoch 7/50 - Training: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 202/435 [03:21<02:53, 1.34it/s] Epoch 7/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 203/435 [03:24<05:10, 1.34s/it] Epoch 7/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 204/435 [03:25<05:15, 1.37s/it] Epoch 7/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 205/435 [03:26<04:25, 1.16s/it] Epoch 7/50 - Training: 47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 206/435 [03:26<03:18, 1.16it/s] Epoch 7/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 207/435 [03:26<02:31, 1.50it/s] Epoch 7/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 208/435 [03:26<01:56, 1.95it/s] Epoch 7/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 209/435 [03:26<01:30, 2.51it/s] Epoch 7/50 - Training: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 210/435 [03:27<01:11, 3.14it/s] Epoch 7/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 211/435 [03:30<04:31, 1.21s/it] Epoch 7/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 212/435 [03:30<03:17, 1.13it/s] Epoch 7/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 213/435 [03:33<05:46, 1.56s/it] Epoch 7/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 214/435 [03:35<05:45, 1.56s/it] Epoch 7/50 - Training: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 215/435 [03:36<05:02, 1.37s/it] Epoch 7/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 216/435 [03:36<03:43, 1.02s/it] Epoch 7/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 217/435 [03:36<02:55, 1.24it/s] Epoch 7/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 218/435 [03:36<02:12, 1.64it/s] Epoch 7/50 - Training: 50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 219/435 [03:36<01:40, 2.15it/s] Epoch 7/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 220/435 [03:37<01:18, 2.74it/s] Epoch 7/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 221/435 [03:39<04:05, 1.15s/it] Epoch 7/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 222/435 [03:40<02:59, 1.19it/s] Epoch 7/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 223/435 [03:43<05:35, 1.58s/it] Epoch 7/50 - Training: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 224/435 [03:44<05:31, 1.57s/it] Epoch 7/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 225/435 [03:46<05:05, 1.46s/it] Epoch 7/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 226/435 [03:46<03:44, 1.07s/it] Epoch 7/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 227/435 [03:46<03:06, 1.12it/s] Epoch 7/50 - Training: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 228/435 [03:47<02:20, 1.47it/s] Epoch 7/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 229/435 [03:47<01:45, 1.95it/s] Epoch 7/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 230/435 [03:47<01:21, 2.51it/s] Epoch 7/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 231/435 [03:49<03:35, 1.06s/it] Epoch 7/50 - Training: 53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 232/435 [03:49<02:37, 1.29it/s] Epoch 7/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 233/435 [03:53<05:28, 1.63s/it] Epoch 7/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 234/435 [03:55<05:21, 1.60s/it] Epoch 7/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 235/435 [03:56<05:06, 1.53s/it] Epoch 7/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 236/435 [03:56<03:44, 1.13s/it] Epoch 7/50 - Training: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 237/435 [03:57<03:08, 1.05it/s] Epoch 7/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 238/435 [03:57<02:21, 1.40it/s] Epoch 7/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 239/435 [03:57<01:46, 1.84it/s] Epoch 7/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 240/435 [03:57<01:22, 2.36it/s] Epoch 7/50 - Training: 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 241/435 [03:59<03:04, 1.05it/s] Epoch 7/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 242/435 [03:59<02:15, 1.43it/s] Epoch 7/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 243/435 [04:03<04:59, 1.56s/it] Epoch 7/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 244/435 [04:04<04:24, 1.38s/it] Epoch 7/50 - Training: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 245/435 [04:05<04:08, 1.31s/it] Epoch 7/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 246/435 [04:05<03:03, 1.03it/s] Epoch 7/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 247/435 [04:06<02:39, 1.18it/s] Epoch 7/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 248/435 [04:06<01:59, 1.56it/s] Epoch 7/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 249/435 [04:06<01:31, 2.04it/s] Epoch 7/50 - Training: 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 250/435 [04:06<01:11, 2.57it/s] Epoch 7/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 251/435 [04:08<02:26, 1.26it/s] Epoch 7/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 252/435 [04:08<01:55, 1.59it/s] Epoch 7/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 253/435 [04:12<04:51, 1.60s/it] Epoch 7/50 - Training: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 254/435 [04:13<04:10, 1.38s/it] Epoch 7/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 255/435 [04:14<04:01, 1.34s/it] Epoch 7/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 256/435 [04:14<02:57, 1.01it/s] Epoch 7/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 257/435 [04:15<02:45, 1.08it/s] Epoch 7/50 - Training: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 258/435 [04:15<02:03, 1.44it/s] Epoch 7/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 259/435 [04:16<01:32, 1.90it/s] Epoch 7/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 260/435 [04:16<01:11, 2.46it/s] Epoch 7/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 261/435 [04:17<02:07, 1.37it/s] Epoch 7/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 262/435 [04:18<01:52, 1.54it/s] Epoch 7/50 - Training: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 263/435 [04:22<04:58, 1.73s/it] Epoch 7/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 264/435 [04:22<03:55, 1.38s/it] Epoch 7/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 265/435 [04:24<03:42, 1.31s/it] Epoch 7/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 266/435 [04:24<02:43, 1.03it/s] Epoch 7/50 - Training: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 267/435 [04:25<02:39, 1.05it/s] Epoch 7/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 268/435 [04:25<01:58, 1.41it/s] Epoch 7/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 269/435 [04:25<01:29, 1.86it/s] Epoch 7/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 270/435 [04:25<01:08, 2.41it/s] Epoch 7/50 - Training: 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 271/435 [04:26<01:47, 1.53it/s] Epoch 7/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 272/435 [04:27<01:45, 1.55it/s] Epoch 7/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 273/435 [04:31<04:34, 1.69s/it] Epoch 7/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 274/435 [04:31<03:30, 1.31s/it] Epoch 7/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 275/435 [04:33<03:28, 1.30s/it] Epoch 7/50 - Training: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 276/435 [04:33<02:33, 1.03it/s] Epoch 7/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 277/435 [04:34<02:38, 1.00s/it] Epoch 7/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 278/435 [04:34<01:57, 1.33it/s] Epoch 7/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 279/435 [04:34<01:28, 1.76it/s] Epoch 7/50 - Training: 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 280/435 [04:34<01:07, 2.29it/s] Epoch 7/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 281/435 [04:35<01:09, 2.21it/s] Epoch 7/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 282/435 [04:36<01:23, 1.83it/s] Epoch 7/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 283/435 [04:40<04:13, 1.67s/it] Epoch 7/50 - Training: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 284/435 [04:40<03:13, 1.28s/it] Epoch 7/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 285/435 [04:42<03:16, 1.31s/it] Epoch 7/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 286/435 [04:42<02:24, 1.03it/s] Epoch 7/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 287/435 [04:43<02:33, 1.04s/it] Epoch 7/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 288/435 [04:43<01:54, 1.28it/s] Epoch 7/50 - Training: 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 289/435 [04:43<01:25, 1.70it/s] Epoch 7/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 290/435 [04:44<01:05, 2.23it/s] Epoch 7/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 291/435 [04:44<01:01, 2.35it/s] Epoch 7/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 292/435 [04:45<01:15, 1.89it/s] Epoch 7/50 - Training: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 293/435 [04:49<03:47, 1.60s/it] Epoch 7/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 294/435 [04:49<02:54, 1.23s/it] Epoch 7/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 295/435 [04:51<03:06, 1.33s/it] Epoch 7/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 296/435 [04:51<02:17, 1.01it/s] Epoch 7/50 - Training: 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 297/435 [04:52<02:28, 1.08s/it] Epoch 7/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 298/435 [04:52<01:50, 1.24it/s] Epoch 7/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 299/435 [04:53<01:22, 1.65it/s] Epoch 7/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 300/435 [04:53<01:02, 2.16it/s] Epoch 7/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 301/435 [04:53<00:48, 2.75it/s] Epoch 7/50 - Training: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 302/435 [04:53<00:52, 2.52it/s] Epoch 7/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 303/435 [04:57<03:08, 1.43s/it] Epoch 7/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 304/435 [04:57<02:23, 1.10s/it] Epoch 7/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 305/435 [04:59<02:51, 1.32s/it] Epoch 7/50 - Training: 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 306/435 [04:59<02:06, 1.02it/s] Epoch 7/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 307/435 [05:01<02:35, 1.22s/it] Epoch 7/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 308/435 [05:01<01:54, 1.11it/s] Epoch 7/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 309/435 [05:02<01:24, 1.49it/s] Epoch 7/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 310/435 [05:02<01:03, 1.97it/s] Epoch 7/50 - Training: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 311/435 [05:02<00:48, 2.53it/s] Epoch 7/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 312/435 [05:02<00:45, 2.70it/s] Epoch 7/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 313/435 [05:07<03:15, 1.60s/it] Epoch 7/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 314/435 [05:07<02:24, 1.19s/it] Epoch 7/50 - Training: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 315/435 [05:09<02:52, 1.44s/it] Epoch 7/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 316/435 [05:09<02:14, 1.13s/it] Epoch 7/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 317/435 [05:11<02:31, 1.28s/it] Epoch 7/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 318/435 [05:11<01:51, 1.05it/s] Epoch 7/50 - Training: 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 319/435 [05:11<01:21, 1.42it/s] Epoch 7/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 320/435 [05:11<01:01, 1.88it/s] Epoch 7/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 321/435 [05:11<00:46, 2.43it/s] Epoch 7/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 322/435 [05:12<00:37, 3.00it/s] Epoch 7/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 323/435 [05:16<02:39, 1.42s/it] Epoch 7/50 - Training: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 324/435 [05:16<01:56, 1.05s/it] Epoch 7/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 325/435 [05:18<02:22, 1.30s/it] Epoch 7/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 326/435 [05:18<01:55, 1.06s/it] Epoch 7/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 327/435 [05:20<02:20, 1.30s/it] Epoch 7/50 - Training: 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 328/435 [05:20<01:42, 1.04it/s] Epoch 7/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 329/435 [05:20<01:15, 1.41it/s] Epoch 7/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 330/435 [05:20<00:56, 1.86it/s] Epoch 7/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 331/435 [05:21<00:43, 2.40it/s] Epoch 7/50 - Training: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 332/435 [05:21<00:33, 3.04it/s] Epoch 7/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 333/435 [05:25<02:49, 1.66s/it] Epoch 7/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 334/435 [05:26<02:03, 1.22s/it] Epoch 7/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 335/435 [05:27<02:16, 1.36s/it] Epoch 7/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 336/435 [05:28<01:47, 1.08s/it] Epoch 7/50 - Training: 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 337/435 [05:30<02:15, 1.39s/it] Epoch 7/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 338/435 [05:30<01:38, 1.02s/it] Epoch 7/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 339/435 [05:30<01:12, 1.33it/s] Epoch 7/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 340/435 [05:30<00:53, 1.77it/s] Epoch 7/50 - Training: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 341/435 [05:30<00:40, 2.30it/s] Epoch 7/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 342/435 [05:31<00:31, 2.93it/s] Epoch 7/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 343/435 [05:35<02:23, 1.56s/it] Epoch 7/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 344/435 [05:35<01:44, 1.15s/it] Epoch 7/50 - Training: 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 345/435 [05:37<01:52, 1.24s/it] Epoch 7/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 346/435 [05:37<01:29, 1.00s/it] Epoch 7/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 347/435 [05:39<02:04, 1.41s/it] Epoch 7/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 348/435 [05:40<01:30, 1.04s/it] Epoch 7/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 349/435 [05:40<01:06, 1.30it/s] Epoch 7/50 - Training: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 350/435 [05:40<00:48, 1.74it/s] Epoch 7/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 351/435 [05:40<00:37, 2.27it/s] Epoch 7/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 352/435 [05:40<00:28, 2.89it/s] Epoch 7/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 353/435 [05:45<02:11, 1.61s/it] Epoch 7/50 - Training: 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 354/435 [05:45<01:35, 1.18s/it] Epoch 7/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 355/435 [05:46<01:37, 1.21s/it] Epoch 7/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 356/435 [05:46<01:16, 1.03it/s] Epoch 7/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 357/435 [05:49<01:53, 1.45s/it] Epoch 7/50 - Training: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 358/435 [05:49<01:22, 1.07s/it] Epoch 7/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 359/435 [05:49<00:59, 1.27it/s] Epoch 7/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 360/435 [05:49<00:44, 1.70it/s] Epoch 7/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 361/435 [05:50<00:33, 2.22it/s] Epoch 7/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 362/435 [05:50<00:25, 2.83it/s] Epoch 7/50 - Training: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 363/435 [05:54<01:58, 1.65s/it] Epoch 7/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 364/435 [05:55<01:25, 1.21s/it] Epoch 7/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 365/435 [05:55<01:15, 1.07s/it] Epoch 7/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 366/435 [05:56<01:00, 1.14it/s] Epoch 7/50 - Training: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 367/435 [05:59<01:40, 1.48s/it] Epoch 7/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 368/435 [05:59<01:12, 1.09s/it] Epoch 7/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 369/435 [05:59<00:52, 1.25it/s] Epoch 7/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 370/435 [05:59<00:38, 1.67it/s] Epoch 7/50 - Training: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 371/435 [05:59<00:29, 2.19it/s] Epoch 7/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 372/435 [05:59<00:22, 2.79it/s] Epoch 7/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 373/435 [06:04<01:44, 1.68s/it] Epoch 7/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 374/435 [06:04<01:15, 1.23s/it] Epoch 7/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 375/435 [06:05<00:58, 1.02it/s] Epoch 7/50 - Training: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 376/435 [06:05<00:49, 1.20it/s] Epoch 7/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 377/435 [06:08<01:30, 1.56s/it] Epoch 7/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 378/435 [06:09<01:04, 1.14s/it] Epoch 7/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 379/435 [06:09<00:46, 1.20it/s] Epoch 7/50 - Training: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 380/435 [06:09<00:34, 1.61it/s] Epoch 7/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 381/435 [06:09<00:25, 2.10it/s] Epoch 7/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 382/435 [06:09<00:19, 2.71it/s] Epoch 7/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 383/435 [06:14<01:34, 1.82s/it] Epoch 7/50 - Training: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 384/435 [06:14<01:07, 1.33s/it] Epoch 7/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 385/435 [06:15<00:49, 1.02it/s] Epoch 7/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 386/435 [06:15<00:40, 1.22it/s] Epoch 7/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 387/435 [06:19<01:20, 1.69s/it] Epoch 7/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 388/435 [06:19<00:57, 1.23s/it] Epoch 7/50 - Training: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 389/435 [06:19<00:41, 1.11it/s] Epoch 7/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 390/435 [06:19<00:30, 1.50it/s] Epoch 7/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 391/435 [06:19<00:22, 1.98it/s] Epoch 7/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 392/435 [06:19<00:16, 2.55it/s] Epoch 7/50 - Training: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 393/435 [06:25<01:17, 1.84s/it] Epoch 7/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 394/435 [06:25<00:55, 1.35s/it] Epoch 7/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 395/435 [06:25<00:39, 1.00it/s] Epoch 7/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 396/435 [06:25<00:29, 1.33it/s] Epoch 7/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 397/435 [06:29<01:07, 1.79s/it] Epoch 7/50 - Training: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 398/435 [06:30<00:48, 1.30s/it] Epoch 7/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 399/435 [06:30<00:34, 1.06it/s] Epoch 7/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 400/435 [06:30<00:24, 1.43it/s] Epoch 7/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 401/435 [06:30<00:17, 1.89it/s] Epoch 7/50 - Training: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 402/435 [06:30<00:13, 2.45it/s] Epoch 7/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 403/435 [06:36<01:00, 1.90s/it] Epoch 7/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 404/435 [06:36<00:42, 1.39s/it] Epoch 7/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 405/435 [06:36<00:30, 1.02s/it] Epoch 7/50 - Training: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 406/435 [06:36<00:22, 1.30it/s] Epoch 7/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 407/435 [06:40<00:45, 1.62s/it] Epoch 7/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 408/435 [06:40<00:31, 1.18s/it] Epoch 7/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 409/435 [06:40<00:22, 1.15it/s] Epoch 7/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 410/435 [06:40<00:16, 1.55it/s] Epoch 7/50 - Training: 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 411/435 [06:40<00:11, 2.03it/s] Epoch 7/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 412/435 [06:40<00:08, 2.61it/s] Epoch 7/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 413/435 [06:45<00:34, 1.59s/it] Epoch 7/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 414/435 [06:45<00:24, 1.17s/it] Epoch 7/50 - Training: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 415/435 [06:45<00:17, 1.14it/s] Epoch 7/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 416/435 [06:45<00:12, 1.50it/s] Epoch 7/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 417/435 [06:49<00:26, 1.49s/it] Epoch 7/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 418/435 [06:49<00:18, 1.09s/it] Epoch 7/50 - Training: 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 419/435 [06:49<00:12, 1.25it/s] Epoch 7/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 420/435 [06:49<00:08, 1.68it/s] Epoch 7/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 421/435 [06:49<00:06, 2.20it/s] Epoch 7/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 422/435 [06:49<00:04, 2.80it/s] Epoch 7/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 423/435 [06:53<00:17, 1.44s/it] Epoch 7/50 - Training: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 424/435 [06:54<00:11, 1.06s/it] Epoch 7/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 425/435 [06:54<00:07, 1.25it/s] Epoch 7/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 426/435 [06:54<00:05, 1.64it/s] Epoch 7/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 427/435 [06:56<00:09, 1.14s/it] Epoch 7/50 - Training: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 428/435 [06:56<00:05, 1.19it/s] Epoch 7/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 429/435 [06:57<00:03, 1.60it/s] Epoch 7/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 430/435 [06:57<00:02, 2.11it/s] Epoch 7/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 431/435 [06:57<00:01, 2.71it/s] Epoch 7/50 - Training: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 432/435 [06:57<00:00, 3.37it/s] Epoch 7/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 433/435 [06:59<00:01, 1.39it/s] Epoch 7/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 434/435 [06:59<00:00, 1.80it/s] Epoch 7/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [06:59<00:00, 2.30it/s] Epoch 7/50 - Training: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 435/435 [06:59<00:00, 1.04it/s]
Epoch 7/50 - Validation: 0%| | 0/48 [00:00<?, ?it/s] Epoch 7/50 - Validation: 2%|▏ | 1/48 [00:03<02:30, 3.20s/it] Epoch 7/50 - Validation: 4%|▍ | 2/48 [00:06<02:33, 3.34s/it] Epoch 7/50 - Validation: 6%|β–‹ | 3/48 [00:09<02:29, 3.33s/it] Epoch 7/50 - Validation: 8%|β–Š | 4/48 [00:13<02:26, 3.34s/it] Epoch 7/50 - Validation: 10%|β–ˆ | 5/48 [00:16<02:23, 3.35s/it] Epoch 7/50 - Validation: 12%|β–ˆβ–Ž | 6/48 [00:20<02:21, 3.38s/it] Epoch 7/50 - Validation: 15%|β–ˆβ– | 7/48 [00:23<02:17, 3.36s/it] Epoch 7/50 - Validation: 17%|β–ˆβ–‹ | 8/48 [00:26<02:15, 3.39s/it] Epoch 7/50 - Validation: 19%|β–ˆβ–‰ | 9/48 [00:31<02:22, 3.65s/it] Epoch 7/50 - Validation: 21%|β–ˆβ–ˆ | 10/48 [00:34<02:19, 3.66s/it] Epoch 7/50 - Validation: 23%|β–ˆβ–ˆβ–Ž | 11/48 [00:38<02:10, 3.52s/it] Epoch 7/50 - Validation: 25%|β–ˆβ–ˆβ–Œ | 12/48 [00:41<02:06, 3.51s/it] Epoch 7/50 - Validation: 27%|β–ˆβ–ˆβ–‹ | 13/48 [00:44<02:02, 3.49s/it] Epoch 7/50 - Validation: 29%|β–ˆβ–ˆβ–‰ | 14/48 [00:47<01:52, 3.30s/it] Epoch 7/50 - Validation: 31%|β–ˆβ–ˆβ–ˆβ– | 15/48 [00:50<01:43, 3.13s/it] Epoch 7/50 - Validation: 33%|β–ˆβ–ˆβ–ˆβ–Ž | 16/48 [00:53<01:36, 3.03s/it] Epoch 7/50 - Validation: 35%|β–ˆβ–ˆβ–ˆβ–Œ | 17/48 [00:55<01:29, 2.88s/it] Epoch 7/50 - Validation: 38%|β–ˆβ–ˆβ–ˆβ–Š | 18/48 [00:58<01:22, 2.76s/it] Epoch 7/50 - Validation: 40%|β–ˆβ–ˆβ–ˆβ–‰ | 19/48 [01:00<01:17, 2.66s/it] Epoch 7/50 - Validation: 42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 20/48 [01:03<01:11, 2.56s/it] Epoch 7/50 - Validation: 44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 21/48 [01:05<01:08, 2.53s/it] Epoch 7/50 - Validation: 46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 22/48 [01:07<01:04, 2.47s/it] Epoch 7/50 - Validation: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 23/48 [01:10<01:00, 2.44s/it]slurmstepd: error: *** REASON: burst_buffer/lua: Stage-out in progress ***
slurmstepd: error: *** JOB 541339 ON ip-10-0-131-135 CANCELLED AT 2024-11-27T02:28:38 ***
slurmstepd: error: *** REASON: burst_buffer/lua: Stage-out in progress ***