+ deepspeed --master_port 15892 --module safe_rlhf.finetune --train_datasets alpaca --model_name_or_path models/alpaca-7b-reproduced --max_length 1024 --trust_remote_code True --epochs 3 --per_device_train_batch_size 8 --per_device_eval_batch_size 8 --gradient_accumulation_steps 8 --gradient_checkpointing --learning_rate 2e-5 --lr_scheduler_type cosine --lr_warmup_ratio 0.03 --weight_decay 0.0 --seed 42 --output_dir /home/juntao/Projects/roo/models/alpaca-7b-sft --log_type wandb --log_project SFT-alpaca --zero_stage 3 --offload none --bf16 True --tf32 True

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Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/juntao/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /home/juntao/.cache/torch_extensions/py311_cu124/fused_adam/build.ninja...
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/cpp_extension.py:1965: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation. 
If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST'].
  warnings.warn(
Building extension module fused_adam...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
Loading extension module fused_adam...
Loading extension module fused_adam...
Loading extension module fused_adam...
Loading extension module fused_adam...
Loading extension module fused_adam...
Loading extension module fused_adam...
Loading extension module fused_adam...
Loading extension module fused_adam...
wandb: Currently logged in as: tychen0028 (pku_rl). Use `wandb login --relogin` to force relogin
wandb: wandb version 0.17.8 is available!  To upgrade, please run:
wandb:  $ pip install wandb --upgrade
wandb: Tracking run with wandb version 0.16.6
wandb: Run data is saved locally in /home/juntao/Projects/roo/models/alpaca-7b-sft/wandb/run-20240904_125235-1j04jiv2
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run sft-2024-09-04-12-52-34
wandb: ⭐️ View project at https://wandb.ai/pku_rl/SFT-alpaca
wandb: 🚀 View run at https://wandb.ai/pku_rl/SFT-alpaca/runs/1j04jiv2

Training 1/3 epoch:   0%|          | 0/2439 [00:00<?, ?it/s]/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]
/home/juntao/Miniconda3/envs/roo/lib/python3.11/site-packages/torch/utils/checkpoint.py:295: FutureWarning: `torch.cpu.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cpu', args...)` instead.
  with torch.enable_grad(), device_autocast_ctx, torch.cpu.amp.autocast(**ctx.cpu_autocast_kwargs):  # type: ignore[attr-defined]

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Training 1/3 epoch (loss 0.5994):   2%|▏         | 43/2439 [00:55<44:11,  1.11s/it]
Training 1/3 epoch (loss 0.6485):   2%|▏         | 43/2439 [00:56<44:11,  1.11s/it]
Training 1/3 epoch (loss 0.6485):   2%|▏         | 44/2439 [00:56<44:12,  1.11s/it]
Training 1/3 epoch (loss 0.5755):   2%|▏         | 44/2439 [00:57<44:12,  1.11s/it]
Training 1/3 epoch (loss 0.5755):   2%|▏         | 45/2439 [00:57<49:54,  1.25s/it]
Training 1/3 epoch (loss 0.5724):   2%|▏         | 45/2439 [00:58<49:54,  1.25s/it]
Training 1/3 epoch (loss 0.5724):   2%|▏         | 46/2439 [00:58<45:54,  1.15s/it]
Training 1/3 epoch (loss 0.5607):   2%|▏         | 46/2439 [01:00<45:54,  1.15s/it]
Training 1/3 epoch (loss 0.5607):   2%|▏         | 47/2439 [01:00<54:36,  1.37s/it]
Training 1/3 epoch (loss 0.7272):   2%|▏         | 47/2439 [01:02<54:36,  1.37s/it]
Training 1/3 epoch (loss 0.7272):   2%|▏         | 48/2439 [01:02<1:01:41,  1.55s/it]
Training 1/3 epoch (loss 0.4962):   2%|▏         | 48/2439 [01:03<1:01:41,  1.55s/it]
Training 1/3 epoch (loss 0.4962):   2%|▏         | 49/2439 [01:03<57:26,  1.44s/it]  
Training 1/3 epoch (loss 0.5188):   2%|▏         | 49/2439 [01:04<57:26,  1.44s/it]
Training 1/3 epoch (loss 0.5188):   2%|▏         | 50/2439 [01:04<51:44,  1.30s/it]
Training 1/3 epoch (loss 0.5231):   2%|▏         | 50/2439 [01:05<51:44,  1.30s/it]
Training 1/3 epoch (loss 0.5231):   2%|▏         | 51/2439 [01:05<48:11,  1.21s/it]
Training 1/3 epoch (loss 0.5493):   2%|▏         | 51/2439 [01:07<48:11,  1.21s/it]
Training 1/3 epoch (loss 0.5493):   2%|▏         | 52/2439 [01:07<58:06,  1.46s/it]
Training 1/3 epoch (loss 0.4389):   2%|▏         | 52/2439 [01:08<58:06,  1.46s/it]
Training 1/3 epoch (loss 0.4389):   2%|▏         | 53/2439 [01:08<52:32,  1.32s/it]
Training 1/3 epoch (loss 0.5350):   2%|▏         | 53/2439 [01:10<52:32,  1.32s/it]
Training 1/3 epoch (loss 0.5350):   2%|▏         | 54/2439 [01:10<52:21,  1.32s/it]
Training 1/3 epoch (loss 0.5279):   2%|▏         | 54/2439 [01:11<52:21,  1.32s/it]
Training 1/3 epoch (loss 0.5279):   2%|▏         | 55/2439 [01:11<53:22,  1.34s/it]
Training 1/3 epoch (loss 0.5276):   2%|▏         | 55/2439 [01:13<53:22,  1.34s/it]
Training 1/3 epoch (loss 0.5276):   2%|▏         | 56/2439 [01:13<55:04,  1.39s/it]
Training 1/3 epoch (loss 0.5225):   2%|▏         | 56/2439 [01:13<55:04,  1.39s/it]
Training 1/3 epoch (loss 0.5225):   2%|▏         | 57/2439 [01:13<49:01,  1.23s/it]
Training 1/3 epoch (loss 0.5243):   2%|▏         | 57/2439 [01:14<49:01,  1.23s/it]
Training 1/3 epoch (loss 0.5243):   2%|▏         | 58/2439 [01:14<46:13,  1.16s/it]
Training 1/3 epoch (loss 0.4622):   2%|▏         | 58/2439 [01:15<46:13,  1.16s/it]
Training 1/3 epoch (loss 0.4622):   2%|▏         | 59/2439 [01:15<44:21,  1.12s/it]
Training 1/3 epoch (loss 0.5345):   2%|▏         | 59/2439 [01:17<44:21,  1.12s/it]
Training 1/3 epoch (loss 0.5345):   2%|▏         | 60/2439 [01:17<48:26,  1.22s/it]
Training 1/3 epoch (loss 0.4953):   2%|▏         | 60/2439 [01:18<48:26,  1.22s/it]
Training 1/3 epoch (loss 0.4953):   3%|▎         | 61/2439 [01:18<49:49,  1.26s/it]
Training 1/3 epoch (loss 0.4876):   3%|▎         | 61/2439 [01:19<49:49,  1.26s/it]
Training 1/3 epoch (loss 0.4876):   3%|▎         | 62/2439 [01:19<46:05,  1.16s/it]
Training 1/3 epoch (loss 0.5087):   3%|▎         | 62/2439 [01:20<46:05,  1.16s/it]
Training 1/3 epoch (loss 0.5087):   3%|▎         | 63/2439 [01:20<46:13,  1.17s/it]
Training 1/3 epoch (loss 0.5127):   3%|▎         | 63/2439 [01:21<46:13,  1.17s/it]
Training 1/3 epoch (loss 0.5127):   3%|▎         | 64/2439 [01:21<46:17,  1.17s/it]
Training 1/3 epoch (loss 0.4596):   3%|▎         | 64/2439 [01:23<46:17,  1.17s/it]
Training 1/3 epoch (loss 0.4596):   3%|▎         | 65/2439 [01:23<47:20,  1.20s/it]
Training 1/3 epoch (loss 0.4985):   3%|▎         | 65/2439 [01:24<47:20,  1.20s/it]
Training 1/3 epoch (loss 0.4985):   3%|▎         | 66/2439 [01:24<44:42,  1.13s/it]
Training 1/3 epoch (loss 0.4797):   3%|▎         | 66/2439 [01:25<44:42,  1.13s/it]
Training 1/3 epoch (loss 0.4797):   3%|▎         | 67/2439 [01:25<43:13,  1.09s/it]
Training 1/3 epoch (loss 0.4366):   3%|▎         | 67/2439 [01:26<43:13,  1.09s/it]
Training 1/3 epoch (loss 0.4366):   3%|▎         | 68/2439 [01:26<46:36,  1.18s/it]
Training 1/3 epoch (loss 0.4181):   3%|▎         | 68/2439 [01:27<46:36,  1.18s/it]
Training 1/3 epoch (loss 0.4181):   3%|▎         | 69/2439 [01:27<47:17,  1.20s/it]
Training 1/3 epoch (loss 0.4482):   3%|▎         | 69/2439 [01:28<47:17,  1.20s/it]
Training 1/3 epoch (loss 0.4482):   3%|▎         | 70/2439 [01:28<45:44,  1.16s/it]
Training 1/3 epoch (loss 0.5623):   3%|▎         | 70/2439 [01:30<45:44,  1.16s/it]
Training 1/3 epoch (loss 0.5623):   3%|▎         | 71/2439 [01:30<45:42,  1.16s/it]
Training 1/3 epoch (loss 0.4786):   3%|▎         | 71/2439 [01:31<45:42,  1.16s/it]
Training 1/3 epoch (loss 0.4786):   3%|▎         | 72/2439 [01:31<50:46,  1.29s/it]
Training 1/3 epoch (loss 0.4860):   3%|▎         | 72/2439 [01:32<50:46,  1.29s/it]
Training 1/3 epoch (loss 0.4860):   3%|▎         | 73/2439 [01:32<49:27,  1.25s/it]
Training 1/3 epoch (loss 0.5408):   3%|▎         | 73/2439 [01:33<49:27,  1.25s/it]
Training 1/3 epoch (loss 0.5408):   3%|▎         | 74/2439 [01:33<44:49,  1.14s/it]
Training 1/3 epoch (loss 0.5510):   3%|▎         | 74/2439 [01:34<44:49,  1.14s/it]
Training 1/3 epoch (loss 0.5510):   3%|▎         | 75/2439 [01:34<46:15,  1.17s/it]
Training 1/3 epoch (loss 0.5702):   3%|▎         | 75/2439 [01:36<46:15,  1.17s/it]
Training 1/3 epoch (loss 0.5702):   3%|▎         | 76/2439 [01:36<48:31,  1.23s/it]
Training 1/3 epoch (loss 0.4204):   3%|▎         | 76/2439 [01:38<48:31,  1.23s/it]
Training 1/3 epoch (loss 0.4204):   3%|▎         | 77/2439 [01:38<53:33,  1.36s/it]
Training 1/3 epoch (loss 0.5279):   3%|▎         | 77/2439 [01:38<53:33,  1.36s/it]
Training 1/3 epoch (loss 0.5279):   3%|▎         | 78/2439 [01:38<48:45,  1.24s/it]
Training 1/3 epoch (loss 0.4130):   3%|▎         | 78/2439 [01:40<48:45,  1.24s/it]
Training 1/3 epoch (loss 0.4130):   3%|▎         | 79/2439 [01:40<48:04,  1.22s/it]
Training 1/3 epoch (loss 0.4948):   3%|▎         | 79/2439 [01:41<48:04,  1.22s/it]
Training 1/3 epoch (loss 0.4948):   3%|▎         | 80/2439 [01:41<55:14,  1.40s/it]
Training 1/3 epoch (loss 0.6263):   3%|▎         | 80/2439 [01:43<55:14,  1.40s/it]
Training 1/3 epoch (loss 0.6263):   3%|▎         | 81/2439 [01:43<53:39,  1.37s/it]
Training 1/3 epoch (loss 0.5884):   3%|▎         | 81/2439 [01:44<53:39,  1.37s/it]
Training 1/3 epoch (loss 0.5884):   3%|▎         | 82/2439 [01:44<57:07,  1.45s/it]
Training 1/3 epoch (loss 0.5288):   3%|▎         | 82/2439 [01:46<57:07,  1.45s/it]
Training 1/3 epoch (loss 0.5288):   3%|▎         | 83/2439 [01:46<53:03,  1.35s/it]
Training 1/3 epoch (loss 0.4742):   3%|▎         | 83/2439 [01:47<53:03,  1.35s/it]
Training 1/3 epoch (loss 0.4742):   3%|▎         | 84/2439 [01:47<49:34,  1.26s/it]
Training 1/3 epoch (loss 0.4127):   3%|▎         | 84/2439 [01:48<49:34,  1.26s/it]
Training 1/3 epoch (loss 0.4127):   3%|▎         | 85/2439 [01:48<46:08,  1.18s/it]
Training 1/3 epoch (loss 0.5525):   3%|▎         | 85/2439 [01:49<46:08,  1.18s/it]
Training 1/3 epoch (loss 0.5525):   4%|▎         | 86/2439 [01:49<46:24,  1.18s/it]
Training 1/3 epoch (loss 0.4493):   4%|▎         | 86/2439 [01:51<46:24,  1.18s/it]
Training 1/3 epoch (loss 0.4493):   4%|▎         | 87/2439 [01:51<56:02,  1.43s/it]
Training 1/3 epoch (loss 0.5028):   4%|▎         | 87/2439 [01:52<56:02,  1.43s/it]
Training 1/3 epoch (loss 0.5028):   4%|▎         | 88/2439 [01:52<52:52,  1.35s/it]
Training 1/3 epoch (loss 0.4754):   4%|▎         | 88/2439 [01:53<52:52,  1.35s/it]
Training 1/3 epoch (loss 0.4754):   4%|▎         | 89/2439 [01:53<48:18,  1.23s/it]
Training 1/3 epoch (loss 0.6053):   4%|▎         | 89/2439 [01:54<48:18,  1.23s/it]
Training 1/3 epoch (loss 0.6053):   4%|▎         | 90/2439 [01:54<46:59,  1.20s/it]
Training 1/3 epoch (loss 0.4668):   4%|▎         | 90/2439 [01:55<46:59,  1.20s/it]
Training 1/3 epoch (loss 0.4668):   4%|▎         | 91/2439 [01:55<45:09,  1.15s/it]
Training 1/3 epoch (loss 0.4605):   4%|▎         | 91/2439 [01:56<45:09,  1.15s/it]
Training 1/3 epoch (loss 0.4605):   4%|▍         | 92/2439 [01:56<42:36,  1.09s/it]
Training 1/3 epoch (loss 0.4429):   4%|▍         | 92/2439 [01:57<42:36,  1.09s/it]
Training 1/3 epoch (loss 0.4429):   4%|▍         | 93/2439 [01:57<41:40,  1.07s/it]
Training 1/3 epoch (loss 0.5166):   4%|▍         | 93/2439 [01:58<41:40,  1.07s/it]
Training 1/3 epoch (loss 0.5166):   4%|▍         | 94/2439 [01:58<46:06,  1.18s/it]
Training 1/3 epoch (loss 0.4559):   4%|▍         | 94/2439 [02:00<46:06,  1.18s/it]
Training 1/3 epoch (loss 0.4559):   4%|▍         | 95/2439 [02:00<49:34,  1.27s/it]
Training 1/3 epoch (loss 0.6084):   4%|▍         | 95/2439 [02:01<49:34,  1.27s/it]
Training 1/3 epoch (loss 0.6084):   4%|▍         | 96/2439 [02:01<51:51,  1.33s/it]
Training 1/3 epoch (loss 0.5304):   4%|▍         | 96/2439 [02:02<51:51,  1.33s/it]
Training 1/3 epoch (loss 0.5304):   4%|▍         | 97/2439 [02:02<48:53,  1.25s/it]
Training 1/3 epoch (loss 0.5049):   4%|▍         | 97/2439 [02:04<48:53,  1.25s/it]
Training 1/3 epoch (loss 0.5049):   4%|▍         | 98/2439 [02:04<47:28,  1.22s/it]
Training 1/3 epoch (loss 0.4584):   4%|▍         | 98/2439 [02:05<47:28,  1.22s/it]
Training 1/3 epoch (loss 0.4584):   4%|▍         | 99/2439 [02:05<47:19,  1.21s/it]
Training 1/3 epoch (loss 0.5509):   4%|▍         | 99/2439 [02:06<47:19,  1.21s/it]
Training 1/3 epoch (loss 0.5509):   4%|▍         | 100/2439 [02:06<51:39,  1.33s/it]
Training 1/3 epoch (loss 0.5768):   4%|▍         | 100/2439 [02:08<51:39,  1.33s/it]
Training 1/3 epoch (loss 0.5768):   4%|▍         | 101/2439 [02:08<49:19,  1.27s/it]
Training 1/3 epoch (loss 0.5771):   4%|▍         | 101/2439 [02:09<49:19,  1.27s/it]
Training 1/3 epoch (loss 0.5771):   4%|▍         | 102/2439 [02:09<48:49,  1.25s/it]
Training 1/3 epoch (loss 0.5381):   4%|▍         | 102/2439 [02:10<48:49,  1.25s/it]
Training 1/3 epoch (loss 0.5381):   4%|▍         | 103/2439 [02:10<46:08,  1.18s/it]
Training 1/3 epoch (loss 0.4981):   4%|▍         | 103/2439 [02:11<46:08,  1.18s/it]
Training 1/3 epoch (loss 0.4981):   4%|▍         | 104/2439 [02:11<46:53,  1.20s/it]
Training 1/3 epoch (loss 0.5961):   4%|▍         | 104/2439 [02:13<46:53,  1.20s/it]
Training 1/3 epoch (loss 0.5961):   4%|▍         | 105/2439 [02:13<51:43,  1.33s/it]
Training 1/3 epoch (loss 0.4496):   4%|▍         | 105/2439 [02:14<51:43,  1.33s/it]
Training 1/3 epoch (loss 0.4496):   4%|▍         | 106/2439 [02:14<46:50,  1.20s/it]
Training 1/3 epoch (loss 0.4451):   4%|▍         | 106/2439 [02:15<46:50,  1.20s/it]
Training 1/3 epoch (loss 0.4451):   4%|▍         | 107/2439 [02:15<46:27,  1.20s/it]
Training 1/3 epoch (loss 0.4942):   4%|▍         | 107/2439 [02:16<46:27,  1.20s/it]
Training 1/3 epoch (loss 0.4942):   4%|▍         | 108/2439 [02:16<46:21,  1.19s/it]
Training 1/3 epoch (loss 0.4163):   4%|▍         | 108/2439 [02:17<46:21,  1.19s/it]
Training 1/3 epoch (loss 0.4163):   4%|▍         | 109/2439 [02:17<42:36,  1.10s/it]
Training 1/3 epoch (loss 0.4940):   4%|▍         | 109/2439 [02:18<42:36,  1.10s/it]
Training 1/3 epoch (loss 0.4940):   5%|▍         | 110/2439 [02:18<41:21,  1.07s/it]
Training 1/3 epoch (loss 0.5236):   5%|▍         | 110/2439 [02:19<41:21,  1.07s/it]
Training 1/3 epoch (loss 0.5236):   5%|▍         | 111/2439 [02:19<43:06,  1.11s/it]
Training 1/3 epoch (loss 0.5132):   5%|▍         | 111/2439 [02:20<43:06,  1.11s/it]
Training 1/3 epoch (loss 0.5132):   5%|▍         | 112/2439 [02:20<45:55,  1.18s/it]
Training 1/3 epoch (loss 0.4766):   5%|▍         | 112/2439 [02:21<45:55,  1.18s/it]
Training 1/3 epoch (loss 0.4766):   5%|▍         | 113/2439 [02:21<44:39,  1.15s/it]
Training 1/3 epoch (loss 0.5301):   5%|▍         | 113/2439 [02:23<44:39,  1.15s/it]
Training 1/3 epoch (loss 0.5301):   5%|▍         | 114/2439 [02:23<51:31,  1.33s/it]
Training 1/3 epoch (loss 0.5237):   5%|▍         | 114/2439 [02:24<51:31,  1.33s/it]
Training 1/3 epoch (loss 0.5237):   5%|▍         | 115/2439 [02:24<49:11,  1.27s/it]
Training 1/3 epoch (loss 0.4925):   5%|▍         | 115/2439 [02:25<49:11,  1.27s/it]
Training 1/3 epoch (loss 0.4925):   5%|▍         | 116/2439 [02:25<45:08,  1.17s/it]
Training 1/3 epoch (loss 0.4911):   5%|▍         | 116/2439 [02:26<45:08,  1.17s/it]
Training 1/3 epoch (loss 0.4911):   5%|▍         | 117/2439 [02:26<44:22,  1.15s/it]
Training 1/3 epoch (loss 0.5021):   5%|▍         | 117/2439 [02:27<44:22,  1.15s/it]
Training 1/3 epoch (loss 0.5021):   5%|▍         | 118/2439 [02:27<43:20,  1.12s/it]
Training 1/3 epoch (loss 0.5384):   5%|▍         | 118/2439 [02:28<43:20,  1.12s/it]
Training 1/3 epoch (loss 0.5384):   5%|▍         | 119/2439 [02:28<42:10,  1.09s/it]
Training 1/3 epoch (loss 0.5440):   5%|▍         | 119/2439 [02:30<42:10,  1.09s/it]
Training 1/3 epoch (loss 0.5440):   5%|▍         | 120/2439 [02:30<42:47,  1.11s/it]
Training 1/3 epoch (loss 0.4860):   5%|▍         | 120/2439 [02:31<42:47,  1.11s/it]
Training 1/3 epoch (loss 0.4860):   5%|▍         | 121/2439 [02:31<42:56,  1.11s/it]
Training 1/3 epoch (loss 0.5023):   5%|▍         | 121/2439 [02:32<42:56,  1.11s/it]
Training 1/3 epoch (loss 0.5023):   5%|▌         | 122/2439 [02:32<44:10,  1.14s/it]
Training 1/3 epoch (loss 0.5500):   5%|▌         | 122/2439 [02:33<44:10,  1.14s/it]
Training 1/3 epoch (loss 0.5500):   5%|▌         | 123/2439 [02:33<43:11,  1.12s/it]
Training 1/3 epoch (loss 0.5121):   5%|▌         | 123/2439 [02:34<43:11,  1.12s/it]
Training 1/3 epoch (loss 0.5121):   5%|▌         | 124/2439 [02:34<46:32,  1.21s/it]
Training 1/3 epoch (loss 0.4804):   5%|▌         | 124/2439 [02:35<46:32,  1.21s/it]
Training 1/3 epoch (loss 0.4804):   5%|▌         | 125/2439 [02:35<44:15,  1.15s/it]
Training 1/3 epoch (loss 0.4696):   5%|▌         | 125/2439 [02:37<44:15,  1.15s/it]
Training 1/3 epoch (loss 0.4696):   5%|▌         | 126/2439 [02:37<44:26,  1.15s/it]
Training 1/3 epoch (loss 0.5748):   5%|▌         | 126/2439 [02:38<44:26,  1.15s/it]
Training 1/3 epoch (loss 0.5748):   5%|▌         | 127/2439 [02:38<46:03,  1.20s/it]
Training 1/3 epoch (loss 0.4588):   5%|▌         | 127/2439 [02:39<46:03,  1.20s/it]
Training 1/3 epoch (loss 0.4588):   5%|▌         | 128/2439 [02:39<44:56,  1.17s/it]
Training 1/3 epoch (loss 0.5490):   5%|▌         | 128/2439 [02:40<44:56,  1.17s/it]
Training 1/3 epoch (loss 0.5490):   5%|▌         | 129/2439 [02:40<45:58,  1.19s/it]
Training 1/3 epoch (loss 0.4478):   5%|▌         | 129/2439 [02:41<45:58,  1.19s/it]
Training 1/3 epoch (loss 0.4478):   5%|▌         | 130/2439 [02:41<45:40,  1.19s/it]
Training 1/3 epoch (loss 0.4862):   5%|▌         | 130/2439 [02:42<45:40,  1.19s/it]
Training 1/3 epoch (loss 0.4862):   5%|▌         | 131/2439 [02:42<42:59,  1.12s/it]
Training 1/3 epoch (loss 0.5118):   5%|▌         | 131/2439 [02:44<42:59,  1.12s/it]
Training 1/3 epoch (loss 0.5118):   5%|▌         | 132/2439 [02:44<43:44,  1.14s/it]
Training 1/3 epoch (loss 0.4638):   5%|▌         | 132/2439 [02:45<43:44,  1.14s/it]
Training 1/3 epoch (loss 0.4638):   5%|▌         | 133/2439 [02:45<42:50,  1.11s/it]
Training 1/3 epoch (loss 0.5878):   5%|▌         | 133/2439 [02:46<42:50,  1.11s/it]
Training 1/3 epoch (loss 0.5878):   5%|▌         | 134/2439 [02:46<41:50,  1.09s/it]
Training 1/3 epoch (loss 0.5003):   5%|▌         | 134/2439 [02:47<41:50,  1.09s/it]
Training 1/3 epoch (loss 0.5003):   6%|▌         | 135/2439 [02:47<42:47,  1.11s/it]
Training 1/3 epoch (loss 0.4124):   6%|▌         | 135/2439 [02:48<42:47,  1.11s/it]
Training 1/3 epoch (loss 0.4124):   6%|▌         | 136/2439 [02:48<46:13,  1.20s/it]
Training 1/3 epoch (loss 0.4450):   6%|▌         | 136/2439 [02:49<46:13,  1.20s/it]
Training 1/3 epoch (loss 0.4450):   6%|▌         | 137/2439 [02:49<45:16,  1.18s/it]
Training 1/3 epoch (loss 0.4849):   6%|▌         | 137/2439 [02:50<45:16,  1.18s/it]
Training 1/3 epoch (loss 0.4849):   6%|▌         | 138/2439 [02:50<44:50,  1.17s/it]
Training 1/3 epoch (loss 0.5439):   6%|▌         | 138/2439 [02:52<44:50,  1.17s/it]
Training 1/3 epoch (loss 0.5439):   6%|▌         | 139/2439 [02:52<45:06,  1.18s/it]
Training 1/3 epoch (loss 0.4604):   6%|▌         | 139/2439 [02:53<45:06,  1.18s/it]
Training 1/3 epoch (loss 0.4604):   6%|▌         | 140/2439 [02:53<43:42,  1.14s/it]
Training 1/3 epoch (loss 0.5111):   6%|▌         | 140/2439 [02:54<43:42,  1.14s/it]
Training 1/3 epoch (loss 0.5111):   6%|▌         | 141/2439 [02:54<43:57,  1.15s/it]
Training 1/3 epoch (loss 0.5334):   6%|▌         | 141/2439 [02:55<43:57,  1.15s/it]
Training 1/3 epoch (loss 0.5334):   6%|▌         | 142/2439 [02:55<47:00,  1.23s/it]
Training 1/3 epoch (loss 0.5970):   6%|▌         | 142/2439 [02:57<47:00,  1.23s/it]
Training 1/3 epoch (loss 0.5970):   6%|▌         | 143/2439 [02:57<47:54,  1.25s/it]
Training 1/3 epoch (loss 0.4713):   6%|▌         | 143/2439 [02:58<47:54,  1.25s/it]
Training 1/3 epoch (loss 0.4713):   6%|▌         | 144/2439 [02:58<54:30,  1.43s/it]
Training 1/3 epoch (loss 0.4702):   6%|▌         | 144/2439 [02:59<54:30,  1.43s/it]
Training 1/3 epoch (loss 0.4702):   6%|▌         | 145/2439 [02:59<50:33,  1.32s/it]
Training 1/3 epoch (loss 0.5200):   6%|▌         | 145/2439 [03:01<50:33,  1.32s/it]
Training 1/3 epoch (loss 0.5200):   6%|▌         | 146/2439 [03:01<47:05,  1.23s/it]
Training 1/3 epoch (loss 0.4693):   6%|▌         | 146/2439 [03:02<47:05,  1.23s/it]
Training 1/3 epoch (loss 0.4693):   6%|▌         | 147/2439 [03:02<46:10,  1.21s/it]
Training 1/3 epoch (loss 0.4013):   6%|▌         | 147/2439 [03:03<46:10,  1.21s/it]
Training 1/3 epoch (loss 0.4013):   6%|▌         | 148/2439 [03:03<42:33,  1.11s/it]
Training 1/3 epoch (loss 0.4536):   6%|▌         | 148/2439 [03:04<42:33,  1.11s/it]
Training 1/3 epoch (loss 0.4536):   6%|▌         | 149/2439 [03:04<41:08,  1.08s/it]
Training 1/3 epoch (loss 0.4785):   6%|▌         | 149/2439 [03:05<41:08,  1.08s/it]
Training 1/3 epoch (loss 0.4785):   6%|▌         | 150/2439 [03:05<42:02,  1.10s/it]
Training 1/3 epoch (loss 0.3822):   6%|▌         | 150/2439 [03:06<42:02,  1.10s/it]
Training 1/3 epoch (loss 0.3822):   6%|▌         | 151/2439 [03:06<40:51,  1.07s/it]
Training 1/3 epoch (loss 0.5270):   6%|▌         | 151/2439 [03:07<40:51,  1.07s/it]
Training 1/3 epoch (loss 0.5270):   6%|▌         | 152/2439 [03:07<44:23,  1.16s/it]
Training 1/3 epoch (loss 0.5520):   6%|▌         | 152/2439 [03:08<44:23,  1.16s/it]
Training 1/3 epoch (loss 0.5520):   6%|▋         | 153/2439 [03:08<43:17,  1.14s/it]
Training 1/3 epoch (loss 0.5336):   6%|▋         | 153/2439 [03:09<43:17,  1.14s/it]
Training 1/3 epoch (loss 0.5336):   6%|▋         | 154/2439 [03:09<42:35,  1.12s/it]
Training 1/3 epoch (loss 0.4281):   6%|▋         | 154/2439 [03:10<42:35,  1.12s/it]
Training 1/3 epoch (loss 0.4281):   6%|▋         | 155/2439 [03:10<42:42,  1.12s/it]
Training 1/3 epoch (loss 0.4957):   6%|▋         | 155/2439 [03:11<42:42,  1.12s/it]
Training 1/3 epoch (loss 0.4957):   6%|▋         | 156/2439 [03:11<41:33,  1.09s/it]
Training 1/3 epoch (loss 0.5296):   6%|▋         | 156/2439 [03:13<41:33,  1.09s/it]
Training 1/3 epoch (loss 0.5296):   6%|▋         | 157/2439 [03:13<43:43,  1.15s/it]
Training 1/3 epoch (loss 0.5386):   6%|▋         | 157/2439 [03:14<43:43,  1.15s/it]
Training 1/3 epoch (loss 0.5386):   6%|▋         | 158/2439 [03:14<43:16,  1.14s/it]
Training 1/3 epoch (loss 0.4185):   6%|▋         | 158/2439 [03:15<43:16,  1.14s/it]
Training 1/3 epoch (loss 0.4185):   7%|▋         | 159/2439 [03:15<41:32,  1.09s/it]
Training 1/3 epoch (loss 0.5215):   7%|▋         | 159/2439 [03:16<41:32,  1.09s/it]
Training 1/3 epoch (loss 0.5215):   7%|▋         | 160/2439 [03:16<43:11,  1.14s/it]
Training 1/3 epoch (loss 0.4922):   7%|▋         | 160/2439 [03:17<43:11,  1.14s/it]
Training 1/3 epoch (loss 0.4922):   7%|▋         | 161/2439 [03:17<41:56,  1.10s/it]
Training 1/3 epoch (loss 0.5438):   7%|▋         | 161/2439 [03:18<41:56,  1.10s/it]
Training 1/3 epoch (loss 0.5438):   7%|▋         | 162/2439 [03:18<44:43,  1.18s/it]
Training 1/3 epoch (loss 0.4969):   7%|▋         | 162/2439 [03:19<44:43,  1.18s/it]
Training 1/3 epoch (loss 0.4969):   7%|▋         | 163/2439 [03:19<42:21,  1.12s/it]
Training 1/3 epoch (loss 0.4304):   7%|▋         | 163/2439 [03:21<42:21,  1.12s/it]
Training 1/3 epoch (loss 0.4304):   7%|▋         | 164/2439 [03:21<43:01,  1.13s/it]
Training 1/3 epoch (loss 0.4416):   7%|▋         | 164/2439 [03:21<43:01,  1.13s/it]
Training 1/3 epoch (loss 0.4416):   7%|▋         | 165/2439 [03:21<39:59,  1.06s/it]
Training 1/3 epoch (loss 0.5850):   7%|▋         | 165/2439 [03:22<39:59,  1.06s/it]
Training 1/3 epoch (loss 0.5850):   7%|▋         | 166/2439 [03:22<39:47,  1.05s/it]
Training 1/3 epoch (loss 0.5361):   7%|▋         | 166/2439 [03:24<39:47,  1.05s/it]
Training 1/3 epoch (loss 0.5361):   7%|▋         | 167/2439 [03:24<40:05,  1.06s/it]
Training 1/3 epoch (loss 0.5160):   7%|▋         | 167/2439 [03:25<40:05,  1.06s/it]
Training 1/3 epoch (loss 0.5160):   7%|▋         | 168/2439 [03:25<42:03,  1.11s/it]
Training 1/3 epoch (loss 0.5042):   7%|▋         | 168/2439 [03:26<42:03,  1.11s/it]
Training 1/3 epoch (loss 0.5042):   7%|▋         | 169/2439 [03:26<41:09,  1.09s/it]
Training 1/3 epoch (loss 0.5121):   7%|▋         | 169/2439 [03:27<41:09,  1.09s/it]
Training 1/3 epoch (loss 0.5121):   7%|▋         | 170/2439 [03:27<42:21,  1.12s/it]
Training 1/3 epoch (loss 0.5183):   7%|▋         | 170/2439 [03:28<42:21,  1.12s/it]
Training 1/3 epoch (loss 0.5183):   7%|▋         | 171/2439 [03:28<44:09,  1.17s/it]
Training 1/3 epoch (loss 0.5297):   7%|▋         | 171/2439 [03:29<44:09,  1.17s/it]
Training 1/3 epoch (loss 0.5297):   7%|▋         | 172/2439 [03:29<43:22,  1.15s/it]
Training 1/3 epoch (loss 0.5058):   7%|▋         | 172/2439 [03:31<43:22,  1.15s/it]
Training 1/3 epoch (loss 0.5058):   7%|▋         | 173/2439 [03:31<43:47,  1.16s/it]
Training 1/3 epoch (loss 0.5313):   7%|▋         | 173/2439 [03:32<43:47,  1.16s/it]
Training 1/3 epoch (loss 0.5313):   7%|▋         | 174/2439 [03:32<43:34,  1.15s/it]
Training 1/3 epoch (loss 0.4480):   7%|▋         | 174/2439 [03:33<43:34,  1.15s/it]
Training 1/3 epoch (loss 0.4480):   7%|▋         | 175/2439 [03:33<41:31,  1.10s/it]
Training 1/3 epoch (loss 0.5324):   7%|▋         | 175/2439 [03:34<41:31,  1.10s/it]
Training 1/3 epoch (loss 0.5324):   7%|▋         | 176/2439 [03:34<45:23,  1.20s/it]
Training 1/3 epoch (loss 0.3966):   7%|▋         | 176/2439 [03:36<45:23,  1.20s/it]
Training 1/3 epoch (loss 0.3966):   7%|▋         | 177/2439 [03:36<47:39,  1.26s/it]
Training 1/3 epoch (loss 0.5204):   7%|▋         | 177/2439 [03:37<47:39,  1.26s/it]
Training 1/3 epoch (loss 0.5204):   7%|▋         | 178/2439 [03:37<47:31,  1.26s/it]
Training 1/3 epoch (loss 0.4763):   7%|▋         | 178/2439 [03:38<47:31,  1.26s/it]
Training 1/3 epoch (loss 0.4763):   7%|▋         | 179/2439 [03:38<44:15,  1.17s/it]
Training 1/3 epoch (loss 0.4228):   7%|▋         | 179/2439 [03:39<44:15,  1.17s/it]
Training 1/3 epoch (loss 0.4228):   7%|▋         | 180/2439 [03:39<41:58,  1.11s/it]
Training 1/3 epoch (loss 0.5176):   7%|▋         | 180/2439 [03:40<41:58,  1.11s/it]
Training 1/3 epoch (loss 0.5176):   7%|▋         | 181/2439 [03:40<41:44,  1.11s/it]
Training 1/3 epoch (loss 0.6301):   7%|▋         | 181/2439 [03:41<41:44,  1.11s/it]
Training 1/3 epoch (loss 0.6301):   7%|▋         | 182/2439 [03:41<41:06,  1.09s/it]
Training 1/3 epoch (loss 0.5254):   7%|▋         | 182/2439 [03:42<41:06,  1.09s/it]
Training 1/3 epoch (loss 0.5254):   8%|▊         | 183/2439 [03:42<39:34,  1.05s/it]
Training 1/3 epoch (loss 0.6555):   8%|▊         | 183/2439 [03:43<39:34,  1.05s/it]
Training 1/3 epoch (loss 0.6555):   8%|▊         | 184/2439 [03:43<45:38,  1.21s/it]
Training 1/3 epoch (loss 0.5458):   8%|▊         | 184/2439 [03:45<45:38,  1.21s/it]
Training 1/3 epoch (loss 0.5458):   8%|▊         | 185/2439 [03:45<46:27,  1.24s/it]
Training 1/3 epoch (loss 0.4412):   8%|▊         | 185/2439 [03:46<46:27,  1.24s/it]
Training 1/3 epoch (loss 0.4412):   8%|▊         | 186/2439 [03:46<45:46,  1.22s/it]
Training 1/3 epoch (loss 0.5256):   8%|▊         | 186/2439 [03:47<45:46,  1.22s/it]
Training 1/3 epoch (loss 0.5256):   8%|▊         | 187/2439 [03:47<46:17,  1.23s/it]
Training 1/3 epoch (loss 0.5289):   8%|▊         | 187/2439 [03:48<46:17,  1.23s/it]
Training 1/3 epoch (loss 0.5289):   8%|▊         | 188/2439 [03:48<43:18,  1.15s/it]
Training 1/3 epoch (loss 0.4713):   8%|▊         | 188/2439 [03:49<43:18,  1.15s/it]
Training 1/3 epoch (loss 0.4713):   8%|▊         | 189/2439 [03:49<44:17,  1.18s/it]
Training 1/3 epoch (loss 0.5283):   8%|▊         | 189/2439 [03:51<44:17,  1.18s/it]
Training 1/3 epoch (loss 0.5283):   8%|▊         | 190/2439 [03:51<46:24,  1.24s/it]
Training 1/3 epoch (loss 0.5030):   8%|▊         | 190/2439 [03:52<46:24,  1.24s/it]
Training 1/3 epoch (loss 0.5030):   8%|▊         | 191/2439 [03:52<42:39,  1.14s/it]
Training 1/3 epoch (loss 0.5011):   8%|▊         | 191/2439 [03:53<42:39,  1.14s/it]
Training 1/3 epoch (loss 0.5011):   8%|▊         | 192/2439 [03:53<43:24,  1.16s/it]
Training 1/3 epoch (loss 0.4885):   8%|▊         | 192/2439 [03:54<43:24,  1.16s/it]
Training 1/3 epoch (loss 0.4885):   8%|▊         | 193/2439 [03:54<42:20,  1.13s/it]
Training 1/3 epoch (loss 0.6221):   8%|▊         | 193/2439 [03:55<42:20,  1.13s/it]
Training 1/3 epoch (loss 0.6221):   8%|▊         | 194/2439 [03:55<43:46,  1.17s/it]
Training 1/3 epoch (loss 0.3852):   8%|▊         | 194/2439 [03:57<43:46,  1.17s/it]
Training 1/3 epoch (loss 0.3852):   8%|▊         | 195/2439 [03:57<51:12,  1.37s/it]
Training 1/3 epoch (loss 0.5044):   8%|▊         | 195/2439 [03:59<51:12,  1.37s/it]
Training 1/3 epoch (loss 0.5044):   8%|▊         | 196/2439 [03:59<53:59,  1.44s/it]
Training 1/3 epoch (loss 0.4361):   8%|▊         | 196/2439 [04:00<53:59,  1.44s/it]
Training 1/3 epoch (loss 0.4361):   8%|▊         | 197/2439 [04:00<48:19,  1.29s/it]
Training 1/3 epoch (loss 0.6006):   8%|▊         | 197/2439 [04:01<48:19,  1.29s/it]
Training 1/3 epoch (loss 0.6006):   8%|▊         | 198/2439 [04:01<49:32,  1.33s/it]
Training 1/3 epoch (loss 0.4652):   8%|▊         | 198/2439 [04:02<49:32,  1.33s/it]
Training 1/3 epoch (loss 0.4652):   8%|▊         | 199/2439 [04:02<48:18,  1.29s/it]
Training 1/3 epoch (loss 0.4573):   8%|▊         | 199/2439 [04:04<48:18,  1.29s/it]
Training 1/3 epoch (loss 0.4573):   8%|▊         | 200/2439 [04:04<51:28,  1.38s/it]
Training 1/3 epoch (loss 0.4618):   8%|▊         | 200/2439 [04:05<51:28,  1.38s/it]
Training 1/3 epoch (loss 0.4618):   8%|▊         | 201/2439 [04:05<48:25,  1.30s/it]
Training 1/3 epoch (loss 0.5700):   8%|▊         | 201/2439 [04:06<48:25,  1.30s/it]
Training 1/3 epoch (loss 0.5700):   8%|▊         | 202/2439 [04:06<45:37,  1.22s/it]
Training 1/3 epoch (loss 0.5503):   8%|▊         | 202/2439 [04:07<45:37,  1.22s/it]
Training 1/3 epoch (loss 0.5503):   8%|▊         | 203/2439 [04:07<44:52,  1.20s/it]
Training 1/3 epoch (loss 0.5043):   8%|▊         | 203/2439 [04:08<44:52,  1.20s/it]
Training 1/3 epoch (loss 0.5043):   8%|▊         | 204/2439 [04:08<41:24,  1.11s/it]
Training 1/3 epoch (loss 0.5223):   8%|▊         | 204/2439 [04:09<41:24,  1.11s/it]
Training 1/3 epoch (loss 0.5223):   8%|▊         | 205/2439 [04:09<40:22,  1.08s/it]
Training 1/3 epoch (loss 0.4563):   8%|▊         | 205/2439 [04:10<40:22,  1.08s/it]
Training 1/3 epoch (loss 0.4563):   8%|▊         | 206/2439 [04:10<38:47,  1.04s/it]
Training 1/3 epoch (loss 0.5183):   8%|▊         | 206/2439 [04:11<38:47,  1.04s/it]
Training 1/3 epoch (loss 0.5183):   8%|▊         | 207/2439 [04:11<40:57,  1.10s/it]
Training 1/3 epoch (loss 0.5032):   8%|▊         | 207/2439 [04:13<40:57,  1.10s/it]
Training 1/3 epoch (loss 0.5032):   9%|▊         | 208/2439 [04:13<44:28,  1.20s/it]
Training 1/3 epoch (loss 0.4543):   9%|▊         | 208/2439 [04:14<44:28,  1.20s/it]
Training 1/3 epoch (loss 0.4543):   9%|▊         | 209/2439 [04:14<42:42,  1.15s/it]
Training 1/3 epoch (loss 0.4617):   9%|▊         | 209/2439 [04:14<42:42,  1.15s/it]
Training 1/3 epoch (loss 0.4617):   9%|▊         | 210/2439 [04:14<39:01,  1.05s/it]
Training 1/3 epoch (loss 0.5444):   9%|▊         | 210/2439 [04:16<39:01,  1.05s/it]
Training 1/3 epoch (loss 0.5444):   9%|▊         | 211/2439 [04:16<43:39,  1.18s/it]
Training 1/3 epoch (loss 0.4220):   9%|▊         | 211/2439 [04:17<43:39,  1.18s/it]
Training 1/3 epoch (loss 0.4220):   9%|▊         | 212/2439 [04:17<46:07,  1.24s/it]
Training 1/3 epoch (loss 0.3787):   9%|▊         | 212/2439 [04:19<46:07,  1.24s/it]
Training 1/3 epoch (loss 0.3787):   9%|▊         | 213/2439 [04:19<47:30,  1.28s/it]
Training 1/3 epoch (loss 0.4413):   9%|▊         | 213/2439 [04:20<47:30,  1.28s/it]
Training 1/3 epoch (loss 0.4413):   9%|▉         | 214/2439 [04:20<47:48,  1.29s/it]
Training 1/3 epoch (loss 0.4943):   9%|▉         | 214/2439 [04:21<47:48,  1.29s/it]
Training 1/3 epoch (loss 0.4943):   9%|▉         | 215/2439 [04:21<45:08,  1.22s/it]
Training 1/3 epoch (loss 0.4417):   9%|▉         | 215/2439 [04:22<45:08,  1.22s/it]
Training 1/3 epoch (loss 0.4417):   9%|▉         | 216/2439 [04:22<44:01,  1.19s/it]
Training 1/3 epoch (loss 0.6699):   9%|▉         | 216/2439 [04:23<44:01,  1.19s/it]
Training 1/3 epoch (loss 0.6699):   9%|▉         | 217/2439 [04:23<43:12,  1.17s/it]
Training 1/3 epoch (loss 0.4480):   9%|▉         | 217/2439 [04:24<43:12,  1.17s/it]
Training 1/3 epoch (loss 0.4480):   9%|▉         | 218/2439 [04:24<42:54,  1.16s/it]
Training 1/3 epoch (loss 0.4832):   9%|▉         | 218/2439 [04:27<42:54,  1.16s/it]
Training 1/3 epoch (loss 0.4832):   9%|▉         | 219/2439 [04:27<52:49,  1.43s/it]
Training 1/3 epoch (loss 0.5367):   9%|▉         | 219/2439 [04:27<52:49,  1.43s/it]
Training 1/3 epoch (loss 0.5367):   9%|▉         | 220/2439 [04:27<47:10,  1.28s/it]
Training 1/3 epoch (loss 0.5220):   9%|▉         | 220/2439 [04:28<47:10,  1.28s/it]
Training 1/3 epoch (loss 0.5220):   9%|▉         | 221/2439 [04:28<43:47,  1.18s/it]
Training 1/3 epoch (loss 0.5095):   9%|▉         | 221/2439 [04:30<43:47,  1.18s/it]
Training 1/3 epoch (loss 0.5095):   9%|▉         | 222/2439 [04:30<43:42,  1.18s/it]
Training 1/3 epoch (loss 0.4639):   9%|▉         | 222/2439 [04:31<43:42,  1.18s/it]
Training 1/3 epoch (loss 0.4639):   9%|▉         | 223/2439 [04:31<43:35,  1.18s/it]
Training 1/3 epoch (loss 0.4584):   9%|▉         | 223/2439 [04:32<43:35,  1.18s/it]
Training 1/3 epoch (loss 0.4584):   9%|▉         | 224/2439 [04:32<42:51,  1.16s/it]
Training 1/3 epoch (loss 0.6027):   9%|▉         | 224/2439 [04:33<42:51,  1.16s/it]
Training 1/3 epoch (loss 0.6027):   9%|▉         | 225/2439 [04:33<43:07,  1.17s/it]
Training 1/3 epoch (loss 0.5658):   9%|▉         | 225/2439 [04:35<43:07,  1.17s/it]
Training 1/3 epoch (loss 0.5658):   9%|▉         | 226/2439 [04:35<48:20,  1.31s/it]
Training 1/3 epoch (loss 0.4721):   9%|▉         | 226/2439 [04:36<48:20,  1.31s/it]
Training 1/3 epoch (loss 0.4721):   9%|▉         | 227/2439 [04:36<43:44,  1.19s/it]
Training 1/3 epoch (loss 0.5224):   9%|▉         | 227/2439 [04:37<43:44,  1.19s/it]
Training 1/3 epoch (loss 0.5224):   9%|▉         | 228/2439 [04:37<42:02,  1.14s/it]
Training 1/3 epoch (loss 0.4811):   9%|▉         | 228/2439 [04:38<42:02,  1.14s/it]
Training 1/3 epoch (loss 0.4811):   9%|▉         | 229/2439 [04:38<41:55,  1.14s/it]
Training 1/3 epoch (loss 0.5514):   9%|▉         | 229/2439 [04:39<41:55,  1.14s/it]
Training 1/3 epoch (loss 0.5514):   9%|▉         | 230/2439 [04:39<39:55,  1.08s/it]
Training 1/3 epoch (loss 0.5280):   9%|▉         | 230/2439 [04:40<39:55,  1.08s/it]
Training 1/3 epoch (loss 0.5280):   9%|▉         | 231/2439 [04:40<39:22,  1.07s/it]
Training 1/3 epoch (loss 0.4228):   9%|▉         | 231/2439 [04:41<39:22,  1.07s/it]
Training 1/3 epoch (loss 0.4228):  10%|▉         | 232/2439 [04:41<41:50,  1.14s/it]
Training 1/3 epoch (loss 0.5268):  10%|▉         | 232/2439 [04:42<41:50,  1.14s/it]
Training 1/3 epoch (loss 0.5268):  10%|▉         | 233/2439 [04:42<42:42,  1.16s/it]
Training 1/3 epoch (loss 0.4854):  10%|▉         | 233/2439 [04:43<42:42,  1.16s/it]
Training 1/3 epoch (loss 0.4854):  10%|▉         | 234/2439 [04:43<41:30,  1.13s/it]
Training 1/3 epoch (loss 0.4663):  10%|▉         | 234/2439 [04:44<41:30,  1.13s/it]
Training 1/3 epoch (loss 0.4663):  10%|▉         | 235/2439 [04:44<40:26,  1.10s/it]
Training 1/3 epoch (loss 0.5123):  10%|▉         | 235/2439 [04:45<40:26,  1.10s/it]
Training 1/3 epoch (loss 0.5123):  10%|▉         | 236/2439 [04:45<39:02,  1.06s/it]
Training 1/3 epoch (loss 0.4503):  10%|▉         | 236/2439 [04:46<39:02,  1.06s/it]
Training 1/3 epoch (loss 0.4503):  10%|▉         | 237/2439 [04:46<39:51,  1.09s/it]
Training 1/3 epoch (loss 0.5087):  10%|▉         | 237/2439 [04:47<39:51,  1.09s/it]
Training 1/3 epoch (loss 0.5087):  10%|▉         | 238/2439 [04:47<38:04,  1.04s/it]
Training 1/3 epoch (loss 0.5132):  10%|▉         | 238/2439 [04:48<38:04,  1.04s/it]
Training 1/3 epoch (loss 0.5132):  10%|▉         | 239/2439 [04:48<37:37,  1.03s/it]
Training 1/3 epoch (loss 0.4928):  10%|▉         | 239/2439 [04:49<37:37,  1.03s/it]
Training 1/3 epoch (loss 0.4928):  10%|▉         | 240/2439 [04:49<37:44,  1.03s/it]
Training 1/3 epoch (loss 0.5566):  10%|▉         | 240/2439 [04:50<37:44,  1.03s/it]
Training 1/3 epoch (loss 0.5566):  10%|▉         | 241/2439 [04:50<37:13,  1.02s/it]
Training 1/3 epoch (loss 0.5052):  10%|▉         | 241/2439 [04:52<37:13,  1.02s/it]
Training 1/3 epoch (loss 0.5052):  10%|▉         | 242/2439 [04:52<39:25,  1.08s/it]
Training 1/3 epoch (loss 0.5010):  10%|▉         | 242/2439 [04:53<39:25,  1.08s/it]
Training 1/3 epoch (loss 0.5010):  10%|▉         | 243/2439 [04:53<39:30,  1.08s/it]
Training 1/3 epoch (loss 0.5213):  10%|▉         | 243/2439 [04:54<39:30,  1.08s/it]
Training 1/3 epoch (loss 0.5213):  10%|█         | 244/2439 [04:54<41:30,  1.13s/it]
Training 1/3 epoch (loss 0.4861):  10%|█         | 244/2439 [04:56<41:30,  1.13s/it]
Training 1/3 epoch (loss 0.4861):  10%|█         | 245/2439 [04:56<52:41,  1.44s/it]
Training 1/3 epoch (loss 0.4636):  10%|█         | 245/2439 [04:58<52:41,  1.44s/it]
Training 1/3 epoch (loss 0.4636):  10%|█         | 246/2439 [04:58<53:25,  1.46s/it]
Training 1/3 epoch (loss 0.5188):  10%|█         | 246/2439 [04:59<53:25,  1.46s/it]
Training 1/3 epoch (loss 0.5188):  10%|█         | 247/2439 [04:59<50:05,  1.37s/it]
Training 1/3 epoch (loss 0.5725):  10%|█         | 247/2439 [05:00<50:05,  1.37s/it]
Training 1/3 epoch (loss 0.5725):  10%|█         | 248/2439 [05:00<46:40,  1.28s/it]
Training 1/3 epoch (loss 0.5199):  10%|█         | 248/2439 [05:01<46:40,  1.28s/it]
Training 1/3 epoch (loss 0.5199):  10%|█         | 249/2439 [05:01<47:01,  1.29s/it]
Training 1/3 epoch (loss 0.5828):  10%|█         | 249/2439 [05:02<47:01,  1.29s/it]
Training 1/3 epoch (loss 0.5828):  10%|█         | 250/2439 [05:02<44:33,  1.22s/it]
Training 1/3 epoch (loss 0.4463):  10%|█         | 250/2439 [05:04<44:33,  1.22s/it]
Training 1/3 epoch (loss 0.4463):  10%|█         | 251/2439 [05:04<45:52,  1.26s/it]
Training 1/3 epoch (loss 0.4752):  10%|█         | 251/2439 [05:05<45:52,  1.26s/it]
Training 1/3 epoch (loss 0.4752):  10%|█         | 252/2439 [05:05<44:27,  1.22s/it]
Training 1/3 epoch (loss 0.5289):  10%|█         | 252/2439 [05:06<44:27,  1.22s/it]
Training 1/3 epoch (loss 0.5289):  10%|█         | 253/2439 [05:06<46:12,  1.27s/it]
Training 1/3 epoch (loss 0.5645):  10%|█         | 253/2439 [05:07<46:12,  1.27s/it]
Training 1/3 epoch (loss 0.5645):  10%|█         | 254/2439 [05:07<45:21,  1.25s/it]
Training 1/3 epoch (loss 0.5090):  10%|█         | 254/2439 [05:08<45:21,  1.25s/it]
Training 1/3 epoch (loss 0.5090):  10%|█         | 255/2439 [05:08<44:16,  1.22s/it]
Training 1/3 epoch (loss 0.4297):  10%|█         | 255/2439 [05:09<44:16,  1.22s/it]
Training 1/3 epoch (loss 0.4297):  10%|█         | 256/2439 [05:09<40:34,  1.12s/it]
Training 1/3 epoch (loss 0.4900):  10%|█         | 256/2439 [05:10<40:34,  1.12s/it]
Training 1/3 epoch (loss 0.4900):  11%|█         | 257/2439 [05:10<39:27,  1.09s/it]
Training 1/3 epoch (loss 0.5113):  11%|█         | 257/2439 [05:12<39:27,  1.09s/it]
Training 1/3 epoch (loss 0.5113):  11%|█         | 258/2439 [05:12<41:03,  1.13s/it]
Training 1/3 epoch (loss 0.4801):  11%|█         | 258/2439 [05:13<41:03,  1.13s/it]
Training 1/3 epoch (loss 0.4801):  11%|█         | 259/2439 [05:13<41:05,  1.13s/it]
Training 1/3 epoch (loss 0.4333):  11%|█         | 259/2439 [05:14<41:05,  1.13s/it]
Training 1/3 epoch (loss 0.4333):  11%|█         | 260/2439 [05:14<42:21,  1.17s/it]
Training 1/3 epoch (loss 0.4875):  11%|█         | 260/2439 [05:15<42:21,  1.17s/it]
Training 1/3 epoch (loss 0.4875):  11%|█         | 261/2439 [05:15<41:24,  1.14s/it]
Training 1/3 epoch (loss 0.4805):  11%|█         | 261/2439 [05:16<41:24,  1.14s/it]
Training 1/3 epoch (loss 0.4805):  11%|█         | 262/2439 [05:16<41:02,  1.13s/it]
Training 1/3 epoch (loss 0.3955):  11%|█         | 262/2439 [05:17<41:02,  1.13s/it]
Training 1/3 epoch (loss 0.3955):  11%|█         | 263/2439 [05:17<40:17,  1.11s/it]
Training 1/3 epoch (loss 0.5602):  11%|█         | 263/2439 [05:18<40:17,  1.11s/it]
Training 1/3 epoch (loss 0.5602):  11%|█         | 264/2439 [05:18<41:25,  1.14s/it]
Training 1/3 epoch (loss 0.4269):  11%|█         | 264/2439 [05:19<41:25,  1.14s/it]
Training 1/3 epoch (loss 0.4269):  11%|█         | 265/2439 [05:19<40:28,  1.12s/it]
Training 1/3 epoch (loss 0.4175):  11%|█         | 265/2439 [05:20<40:28,  1.12s/it]
Training 1/3 epoch (loss 0.4175):  11%|█         | 266/2439 [05:20<38:49,  1.07s/it]
Training 1/3 epoch (loss 0.5615):  11%|█         | 266/2439 [05:22<38:49,  1.07s/it]
Training 1/3 epoch (loss 0.5615):  11%|█         | 267/2439 [05:22<39:06,  1.08s/it]
Training 1/3 epoch (loss 0.4932):  11%|█         | 267/2439 [05:22<39:06,  1.08s/it]
Training 1/3 epoch (loss 0.4932):  11%|█         | 268/2439 [05:22<37:25,  1.03s/it]
Training 1/3 epoch (loss 0.5082):  11%|█         | 268/2439 [05:24<37:25,  1.03s/it]
Training 1/3 epoch (loss 0.5082):  11%|█         | 269/2439 [05:24<42:04,  1.16s/it]
Training 1/3 epoch (loss 0.6087):  11%|█         | 269/2439 [05:25<42:04,  1.16s/it]
Training 1/3 epoch (loss 0.6087):  11%|█         | 270/2439 [05:25<41:46,  1.16s/it]
Training 1/3 epoch (loss 0.5128):  11%|█         | 270/2439 [05:26<41:46,  1.16s/it]
Training 1/3 epoch (loss 0.5128):  11%|█         | 271/2439 [05:26<41:33,  1.15s/it]
Training 1/3 epoch (loss 0.5762):  11%|█         | 271/2439 [05:27<41:33,  1.15s/it]
Training 1/3 epoch (loss 0.5762):  11%|█         | 272/2439 [05:27<40:07,  1.11s/it]
Training 1/3 epoch (loss 0.4562):  11%|█         | 272/2439 [05:28<40:07,  1.11s/it]
Training 1/3 epoch (loss 0.4562):  11%|█         | 273/2439 [05:28<37:31,  1.04s/it]
Training 1/3 epoch (loss 0.5465):  11%|█         | 273/2439 [05:29<37:31,  1.04s/it]
Training 1/3 epoch (loss 0.5465):  11%|█         | 274/2439 [05:29<39:09,  1.09s/it]
Training 1/3 epoch (loss 0.4108):  11%|█         | 274/2439 [05:30<39:09,  1.09s/it]
Training 1/3 epoch (loss 0.4108):  11%|█▏        | 275/2439 [05:30<37:47,  1.05s/it]
Training 1/3 epoch (loss 0.4254):  11%|█▏        | 275/2439 [05:31<37:47,  1.05s/it]
Training 1/3 epoch (loss 0.4254):  11%|█▏        | 276/2439 [05:31<38:37,  1.07s/it]
Training 1/3 epoch (loss 0.4146):  11%|█▏        | 276/2439 [05:33<38:37,  1.07s/it]
Training 1/3 epoch (loss 0.4146):  11%|█▏        | 277/2439 [05:33<43:21,  1.20s/it]
Training 1/3 epoch (loss 0.5544):  11%|█▏        | 277/2439 [05:34<43:21,  1.20s/it]
Training 1/3 epoch (loss 0.5544):  11%|█▏        | 278/2439 [05:34<41:51,  1.16s/it]
Training 1/3 epoch (loss 0.4064):  11%|█▏        | 278/2439 [05:35<41:51,  1.16s/it]
Training 1/3 epoch (loss 0.4064):  11%|█▏        | 279/2439 [05:35<44:41,  1.24s/it]
Training 1/3 epoch (loss 0.3923):  11%|█▏        | 279/2439 [05:36<44:41,  1.24s/it]
Training 1/3 epoch (loss 0.3923):  11%|█▏        | 280/2439 [05:36<42:39,  1.19s/it]
Training 1/3 epoch (loss 0.4636):  11%|█▏        | 280/2439 [05:37<42:39,  1.19s/it]
Training 1/3 epoch (loss 0.4636):  12%|█▏        | 281/2439 [05:37<39:47,  1.11s/it]
Training 1/3 epoch (loss 0.4879):  12%|█▏        | 281/2439 [05:39<39:47,  1.11s/it]
Training 1/3 epoch (loss 0.4879):  12%|█▏        | 282/2439 [05:39<44:03,  1.23s/it]
Training 1/3 epoch (loss 0.5854):  12%|█▏        | 282/2439 [05:40<44:03,  1.23s/it]
Training 1/3 epoch (loss 0.5854):  12%|█▏        | 283/2439 [05:40<44:24,  1.24s/it]
Training 1/3 epoch (loss 0.6282):  12%|█▏        | 283/2439 [05:42<44:24,  1.24s/it]
Training 1/3 epoch (loss 0.6282):  12%|█▏        | 284/2439 [05:42<53:52,  1.50s/it]
Training 1/3 epoch (loss 0.4734):  12%|█▏        | 284/2439 [05:44<53:52,  1.50s/it]
Training 1/3 epoch (loss 0.4734):  12%|█▏        | 285/2439 [05:44<54:35,  1.52s/it]
Training 1/3 epoch (loss 0.4957):  12%|█▏        | 285/2439 [05:45<54:35,  1.52s/it]
Training 1/3 epoch (loss 0.4957):  12%|█▏        | 286/2439 [05:45<48:48,  1.36s/it]
Training 1/3 epoch (loss 0.5581):  12%|█▏        | 286/2439 [05:46<48:48,  1.36s/it]
Training 1/3 epoch (loss 0.5581):  12%|█▏        | 287/2439 [05:46<46:47,  1.30s/it]
Training 1/3 epoch (loss 0.4876):  12%|█▏        | 287/2439 [05:47<46:47,  1.30s/it]
Training 1/3 epoch (loss 0.4876):  12%|█▏        | 288/2439 [05:47<43:23,  1.21s/it]
Training 1/3 epoch (loss 0.5045):  12%|█▏        | 288/2439 [05:48<43:23,  1.21s/it]
Training 1/3 epoch (loss 0.5045):  12%|█▏        | 289/2439 [05:48<44:14,  1.23s/it]
Training 1/3 epoch (loss 0.5553):  12%|█▏        | 289/2439 [05:49<44:14,  1.23s/it]
Training 1/3 epoch (loss 0.5553):  12%|█▏        | 290/2439 [05:49<40:12,  1.12s/it]
Training 1/3 epoch (loss 0.5282):  12%|█▏        | 290/2439 [05:50<40:12,  1.12s/it]
Training 1/3 epoch (loss 0.5282):  12%|█▏        | 291/2439 [05:50<42:16,  1.18s/it]
Training 1/3 epoch (loss 0.5548):  12%|█▏        | 291/2439 [05:51<42:16,  1.18s/it]
Training 1/3 epoch (loss 0.5548):  12%|█▏        | 292/2439 [05:51<38:32,  1.08s/it]
Training 1/3 epoch (loss 0.5330):  12%|█▏        | 292/2439 [05:53<38:32,  1.08s/it]
Training 1/3 epoch (loss 0.5330):  12%|█▏        | 293/2439 [05:53<47:15,  1.32s/it]
Training 1/3 epoch (loss 0.4506):  12%|█▏        | 293/2439 [05:54<47:15,  1.32s/it]
Training 1/3 epoch (loss 0.4506):  12%|█▏        | 294/2439 [05:54<43:56,  1.23s/it]
Training 1/3 epoch (loss 0.5185):  12%|█▏        | 294/2439 [05:55<43:56,  1.23s/it]
Training 1/3 epoch (loss 0.5185):  12%|█▏        | 295/2439 [05:55<42:02,  1.18s/it]
Training 1/3 epoch (loss 0.4553):  12%|█▏        | 295/2439 [05:57<42:02,  1.18s/it]
Training 1/3 epoch (loss 0.4553):  12%|█▏        | 296/2439 [05:57<45:29,  1.27s/it]
Training 1/3 epoch (loss 0.4547):  12%|█▏        | 296/2439 [05:58<45:29,  1.27s/it]
Training 1/3 epoch (loss 0.4547):  12%|█▏        | 297/2439 [05:58<41:23,  1.16s/it]
Training 1/3 epoch (loss 0.6301):  12%|█▏        | 297/2439 [05:59<41:23,  1.16s/it]
Training 1/3 epoch (loss 0.6301):  12%|█▏        | 298/2439 [05:59<40:02,  1.12s/it]
Training 1/3 epoch (loss 0.4887):  12%|█▏        | 298/2439 [06:00<40:02,  1.12s/it]
Training 1/3 epoch (loss 0.4887):  12%|█▏        | 299/2439 [06:00<37:39,  1.06s/it]
Training 1/3 epoch (loss 0.5825):  12%|█▏        | 299/2439 [06:01<37:39,  1.06s/it]
Training 1/3 epoch (loss 0.5825):  12%|█▏        | 300/2439 [06:01<39:09,  1.10s/it]
Training 1/3 epoch (loss 0.5172):  12%|█▏        | 300/2439 [06:02<39:09,  1.10s/it]
Training 1/3 epoch (loss 0.5172):  12%|█▏        | 301/2439 [06:02<36:28,  1.02s/it]
Training 1/3 epoch (loss 0.4467):  12%|█▏        | 301/2439 [06:03<36:28,  1.02s/it]
Training 1/3 epoch (loss 0.4467):  12%|█▏        | 302/2439 [06:03<36:12,  1.02s/it]
Training 1/3 epoch (loss 0.4654):  12%|█▏        | 302/2439 [06:04<36:12,  1.02s/it]
Training 1/3 epoch (loss 0.4654):  12%|█▏        | 303/2439 [06:04<35:20,  1.01it/s]
Training 1/3 epoch (loss 0.4473):  12%|█▏        | 303/2439 [06:05<35:20,  1.01it/s]
Training 1/3 epoch (loss 0.4473):  12%|█▏        | 304/2439 [06:05<35:29,  1.00it/s]
Training 1/3 epoch (loss 0.6056):  12%|█▏        | 304/2439 [06:06<35:29,  1.00it/s]
Training 1/3 epoch (loss 0.6056):  13%|█▎        | 305/2439 [06:06<36:58,  1.04s/it]
Training 1/3 epoch (loss 0.5682):  13%|█▎        | 305/2439 [06:07<36:58,  1.04s/it]
Training 1/3 epoch (loss 0.5682):  13%|█▎        | 306/2439 [06:07<35:53,  1.01s/it]
Training 1/3 epoch (loss 0.4198):  13%|█▎        | 306/2439 [06:08<35:53,  1.01s/it]
Training 1/3 epoch (loss 0.4198):  13%|█▎        | 307/2439 [06:08<36:11,  1.02s/it]
Training 1/3 epoch (loss 0.4770):  13%|█▎        | 307/2439 [06:09<36:11,  1.02s/it]
Training 1/3 epoch (loss 0.4770):  13%|█▎        | 308/2439 [06:09<36:44,  1.03s/it]
Training 1/3 epoch (loss 0.5152):  13%|█▎        | 308/2439 [06:10<36:44,  1.03s/it]
Training 1/3 epoch (loss 0.5152):  13%|█▎        | 309/2439 [06:10<40:44,  1.15s/it]
Training 1/3 epoch (loss 0.4962):  13%|█▎        | 309/2439 [06:11<40:44,  1.15s/it]
Training 1/3 epoch (loss 0.4962):  13%|█▎        | 310/2439 [06:11<42:22,  1.19s/it]
Training 1/3 epoch (loss 0.4533):  13%|█▎        | 310/2439 [06:12<42:22,  1.19s/it]
Training 1/3 epoch (loss 0.4533):  13%|█▎        | 311/2439 [06:12<40:08,  1.13s/it]
Training 1/3 epoch (loss 0.4983):  13%|█▎        | 311/2439 [06:13<40:08,  1.13s/it]
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Training 1/3 epoch (loss 0.4338):  13%|█▎        | 312/2439 [06:15<38:21,  1.08s/it]
Training 1/3 epoch (loss 0.4338):  13%|█▎        | 313/2439 [06:15<38:51,  1.10s/it]
Training 1/3 epoch (loss 0.4822):  13%|█▎        | 313/2439 [06:16<38:51,  1.10s/it]
Training 1/3 epoch (loss 0.4822):  13%|█▎        | 314/2439 [06:16<39:31,  1.12s/it]
Training 1/3 epoch (loss 0.5958):  13%|█▎        | 314/2439 [06:17<39:31,  1.12s/it]
Training 1/3 epoch (loss 0.5958):  13%|█▎        | 315/2439 [06:17<38:36,  1.09s/it]
Training 1/3 epoch (loss 0.6220):  13%|█▎        | 315/2439 [06:18<38:36,  1.09s/it]
Training 1/3 epoch (loss 0.6220):  13%|█▎        | 316/2439 [06:18<40:40,  1.15s/it]
Training 1/3 epoch (loss 0.4790):  13%|█▎        | 316/2439 [06:19<40:40,  1.15s/it]
Training 1/3 epoch (loss 0.4790):  13%|█▎        | 317/2439 [06:19<38:56,  1.10s/it]
Training 1/3 epoch (loss 0.4570):  13%|█▎        | 317/2439 [06:20<38:56,  1.10s/it]
Training 1/3 epoch (loss 0.4570):  13%|█▎        | 318/2439 [06:20<40:24,  1.14s/it]
Training 1/3 epoch (loss 0.5362):  13%|█▎        | 318/2439 [06:23<40:24,  1.14s/it]
Training 1/3 epoch (loss 0.5362):  13%|█▎        | 319/2439 [06:23<52:20,  1.48s/it]
Training 1/3 epoch (loss 0.4640):  13%|█▎        | 319/2439 [06:24<52:20,  1.48s/it]
Training 1/3 epoch (loss 0.4640):  13%|█▎        | 320/2439 [06:24<49:13,  1.39s/it]
Training 1/3 epoch (loss 0.3966):  13%|█▎        | 320/2439 [06:25<49:13,  1.39s/it]
Training 1/3 epoch (loss 0.3966):  13%|█▎        | 321/2439 [06:25<44:36,  1.26s/it]
Training 1/3 epoch (loss 0.5559):  13%|█▎        | 321/2439 [06:26<44:36,  1.26s/it]
Training 1/3 epoch (loss 0.5559):  13%|█▎        | 322/2439 [06:26<40:21,  1.14s/it]
Training 1/3 epoch (loss 0.4653):  13%|█▎        | 322/2439 [06:27<40:21,  1.14s/it]
Training 1/3 epoch (loss 0.4653):  13%|█▎        | 323/2439 [06:27<41:55,  1.19s/it]
Training 1/3 epoch (loss 0.5714):  13%|█▎        | 323/2439 [06:28<41:55,  1.19s/it]
Training 1/3 epoch (loss 0.5714):  13%|█▎        | 324/2439 [06:28<39:45,  1.13s/it]
Training 1/3 epoch (loss 0.4136):  13%|█▎        | 324/2439 [06:29<39:45,  1.13s/it]
Training 1/3 epoch (loss 0.4136):  13%|█▎        | 325/2439 [06:29<41:33,  1.18s/it]
Training 1/3 epoch (loss 0.4286):  13%|█▎        | 325/2439 [06:30<41:33,  1.18s/it]
Training 1/3 epoch (loss 0.4286):  13%|█▎        | 326/2439 [06:30<38:40,  1.10s/it]
Training 1/3 epoch (loss 0.5404):  13%|█▎        | 326/2439 [06:31<38:40,  1.10s/it]
Training 1/3 epoch (loss 0.5404):  13%|█▎        | 327/2439 [06:31<41:05,  1.17s/it]
Training 1/3 epoch (loss 0.5218):  13%|█▎        | 327/2439 [06:33<41:05,  1.17s/it]
Training 1/3 epoch (loss 0.5218):  13%|█▎        | 328/2439 [06:33<50:13,  1.43s/it]
Training 1/3 epoch (loss 0.4943):  13%|█▎        | 328/2439 [06:34<50:13,  1.43s/it]
Training 1/3 epoch (loss 0.4943):  13%|█▎        | 329/2439 [06:34<45:13,  1.29s/it]
Training 1/3 epoch (loss 0.5272):  13%|█▎        | 329/2439 [06:36<45:13,  1.29s/it]
Training 1/3 epoch (loss 0.5272):  14%|█▎        | 330/2439 [06:36<46:14,  1.32s/it]
Training 1/3 epoch (loss 0.4994):  14%|█▎        | 330/2439 [06:37<46:14,  1.32s/it]
Training 1/3 epoch (loss 0.4994):  14%|█▎        | 331/2439 [06:37<47:32,  1.35s/it]
Training 1/3 epoch (loss 0.4803):  14%|█▎        | 331/2439 [06:39<47:32,  1.35s/it]
Training 1/3 epoch (loss 0.4803):  14%|█▎        | 332/2439 [06:39<52:31,  1.50s/it]
Training 1/3 epoch (loss 0.4296):  14%|█▎        | 332/2439 [06:40<52:31,  1.50s/it]
Training 1/3 epoch (loss 0.4296):  14%|█▎        | 333/2439 [06:40<48:19,  1.38s/it]
Training 1/3 epoch (loss 0.5435):  14%|█▎        | 333/2439 [06:41<48:19,  1.38s/it]
Training 1/3 epoch (loss 0.5435):  14%|█▎        | 334/2439 [06:41<44:39,  1.27s/it]
Training 1/3 epoch (loss 0.5085):  14%|█▎        | 334/2439 [06:42<44:39,  1.27s/it]
Training 1/3 epoch (loss 0.5085):  14%|█▎        | 335/2439 [06:42<44:04,  1.26s/it]
Training 1/3 epoch (loss 0.5400):  14%|█▎        | 335/2439 [06:43<44:04,  1.26s/it]
Training 1/3 epoch (loss 0.5400):  14%|█▍        | 336/2439 [06:43<42:13,  1.20s/it]
Training 1/3 epoch (loss 0.4499):  14%|█▍        | 336/2439 [06:44<42:13,  1.20s/it]
Training 1/3 epoch (loss 0.4499):  14%|█▍        | 337/2439 [06:44<40:17,  1.15s/it]
Training 1/3 epoch (loss 0.5286):  14%|█▍        | 337/2439 [06:46<40:17,  1.15s/it]
Training 1/3 epoch (loss 0.5286):  14%|█▍        | 338/2439 [06:46<40:59,  1.17s/it]
Training 1/3 epoch (loss 0.4025):  14%|█▍        | 338/2439 [06:47<40:59,  1.17s/it]
Training 1/3 epoch (loss 0.4025):  14%|█▍        | 339/2439 [06:47<39:05,  1.12s/it]
Training 1/3 epoch (loss 0.5243):  14%|█▍        | 339/2439 [06:48<39:05,  1.12s/it]
Training 1/3 epoch (loss 0.5243):  14%|█▍        | 340/2439 [06:48<44:39,  1.28s/it]
Training 1/3 epoch (loss 0.4997):  14%|█▍        | 340/2439 [06:51<44:39,  1.28s/it]
Training 1/3 epoch (loss 0.4997):  14%|█▍        | 341/2439 [06:51<1:00:08,  1.72s/it]
Training 1/3 epoch (loss 0.4073):  14%|█▍        | 341/2439 [06:52<1:00:08,  1.72s/it]
Training 1/3 epoch (loss 0.4073):  14%|█▍        | 342/2439 [06:52<55:02,  1.57s/it]  
Training 1/3 epoch (loss 0.5793):  14%|█▍        | 342/2439 [06:54<55:02,  1.57s/it]
Training 1/3 epoch (loss 0.5793):  14%|█▍        | 343/2439 [06:54<52:10,  1.49s/it]
Training 1/3 epoch (loss 0.4670):  14%|█▍        | 343/2439 [06:55<52:10,  1.49s/it]
Training 1/3 epoch (loss 0.4670):  14%|█▍        | 344/2439 [06:55<48:02,  1.38s/it]
Training 1/3 epoch (loss 0.6164):  14%|█▍        | 344/2439 [06:56<48:02,  1.38s/it]
Training 1/3 epoch (loss 0.6164):  14%|█▍        | 345/2439 [06:56<48:21,  1.39s/it]
Training 1/3 epoch (loss 0.5359):  14%|█▍        | 345/2439 [06:58<48:21,  1.39s/it]
Training 1/3 epoch (loss 0.5359):  14%|█▍        | 346/2439 [06:58<49:10,  1.41s/it]
Training 1/3 epoch (loss 0.4628):  14%|█▍        | 346/2439 [06:58<49:10,  1.41s/it]
Training 1/3 epoch (loss 0.4628):  14%|█▍        | 347/2439 [06:58<43:27,  1.25s/it]
Training 1/3 epoch (loss 0.5411):  14%|█▍        | 347/2439 [06:59<43:27,  1.25s/it]
Training 1/3 epoch (loss 0.5411):  14%|█▍        | 348/2439 [06:59<40:51,  1.17s/it]
Training 1/3 epoch (loss 0.5420):  14%|█▍        | 348/2439 [07:01<40:51,  1.17s/it]
Training 1/3 epoch (loss 0.5420):  14%|█▍        | 349/2439 [07:01<43:38,  1.25s/it]
Training 1/3 epoch (loss 0.5648):  14%|█▍        | 349/2439 [07:02<43:38,  1.25s/it]
Training 1/3 epoch (loss 0.5648):  14%|█▍        | 350/2439 [07:02<43:00,  1.24s/it]
Training 1/3 epoch (loss 0.4183):  14%|█▍        | 350/2439 [07:04<43:00,  1.24s/it]
Training 1/3 epoch (loss 0.4183):  14%|█▍        | 351/2439 [07:04<48:24,  1.39s/it]
Training 1/3 epoch (loss 0.5563):  14%|█▍        | 351/2439 [07:05<48:24,  1.39s/it]
Training 1/3 epoch (loss 0.5563):  14%|█▍        | 352/2439 [07:05<47:25,  1.36s/it]
Training 1/3 epoch (loss 0.4609):  14%|█▍        | 352/2439 [07:06<47:25,  1.36s/it]
Training 1/3 epoch (loss 0.4609):  14%|█▍        | 353/2439 [07:06<45:33,  1.31s/it]
Training 1/3 epoch (loss 0.5452):  14%|█▍        | 353/2439 [07:08<45:33,  1.31s/it]
Training 1/3 epoch (loss 0.5452):  15%|█▍        | 354/2439 [07:08<49:32,  1.43s/it]
Training 1/3 epoch (loss 0.6241):  15%|█▍        | 354/2439 [07:09<49:32,  1.43s/it]
Training 1/3 epoch (loss 0.6241):  15%|█▍        | 355/2439 [07:09<44:40,  1.29s/it]
Training 1/3 epoch (loss 0.5609):  15%|█▍        | 355/2439 [07:10<44:40,  1.29s/it]
Training 1/3 epoch (loss 0.5609):  15%|█▍        | 356/2439 [07:10<40:48,  1.18s/it]
Training 1/3 epoch (loss 0.4979):  15%|█▍        | 356/2439 [07:11<40:48,  1.18s/it]
Training 1/3 epoch (loss 0.4979):  15%|█▍        | 357/2439 [07:11<40:08,  1.16s/it]
Training 1/3 epoch (loss 0.4974):  15%|█▍        | 357/2439 [07:12<40:08,  1.16s/it]
Training 1/3 epoch (loss 0.4974):  15%|█▍        | 358/2439 [07:12<41:14,  1.19s/it]
Training 1/3 epoch (loss 0.3377):  15%|█▍        | 358/2439 [07:13<41:14,  1.19s/it]
Training 1/3 epoch (loss 0.3377):  15%|█▍        | 359/2439 [07:13<39:25,  1.14s/it]
Training 1/3 epoch (loss 0.4713):  15%|█▍        | 359/2439 [07:14<39:25,  1.14s/it]
Training 1/3 epoch (loss 0.4713):  15%|█▍        | 360/2439 [07:14<38:47,  1.12s/it]
Training 1/3 epoch (loss 0.5808):  15%|█▍        | 360/2439 [07:15<38:47,  1.12s/it]
Training 1/3 epoch (loss 0.5808):  15%|█▍        | 361/2439 [07:15<38:47,  1.12s/it]
Training 1/3 epoch (loss 0.5771):  15%|█▍        | 361/2439 [07:17<38:47,  1.12s/it]
Training 1/3 epoch (loss 0.5771):  15%|█▍        | 362/2439 [07:17<39:16,  1.13s/it]
Training 1/3 epoch (loss 0.5937):  15%|█▍        | 362/2439 [07:18<39:16,  1.13s/it]
Training 1/3 epoch (loss 0.5937):  15%|█▍        | 363/2439 [07:18<38:05,  1.10s/it]
Training 1/3 epoch (loss 0.5495):  15%|█▍        | 363/2439 [07:20<38:05,  1.10s/it]
Training 1/3 epoch (loss 0.5495):  15%|█▍        | 364/2439 [07:20<54:20,  1.57s/it]
Training 1/3 epoch (loss 0.4849):  15%|█▍        | 364/2439 [07:21<54:20,  1.57s/it]
Training 1/3 epoch (loss 0.4849):  15%|█▍        | 365/2439 [07:21<48:45,  1.41s/it]
Training 1/3 epoch (loss 0.4602):  15%|█▍        | 365/2439 [07:22<48:45,  1.41s/it]
Training 1/3 epoch (loss 0.4602):  15%|█▌        | 366/2439 [07:22<44:08,  1.28s/it]
Training 1/3 epoch (loss 0.5239):  15%|█▌        | 366/2439 [07:23<44:08,  1.28s/it]
Training 1/3 epoch (loss 0.5239):  15%|█▌        | 367/2439 [07:23<41:32,  1.20s/it]
Training 1/3 epoch (loss 0.5493):  15%|█▌        | 367/2439 [07:25<41:32,  1.20s/it]
Training 1/3 epoch (loss 0.5493):  15%|█▌        | 368/2439 [07:25<42:58,  1.25s/it]
Training 1/3 epoch (loss 0.5677):  15%|█▌        | 368/2439 [07:26<42:58,  1.25s/it]
Training 1/3 epoch (loss 0.5677):  15%|█▌        | 369/2439 [07:26<42:30,  1.23s/it]
Training 1/3 epoch (loss 0.4973):  15%|█▌        | 369/2439 [07:27<42:30,  1.23s/it]
Training 1/3 epoch (loss 0.4973):  15%|█▌        | 370/2439 [07:27<41:20,  1.20s/it]
Training 1/3 epoch (loss 0.5693):  15%|█▌        | 370/2439 [07:28<41:20,  1.20s/it]
Training 1/3 epoch (loss 0.5693):  15%|█▌        | 371/2439 [07:28<41:39,  1.21s/it]
Training 1/3 epoch (loss 0.5305):  15%|█▌        | 371/2439 [07:29<41:39,  1.21s/it]
Training 1/3 epoch (loss 0.5305):  15%|█▌        | 372/2439 [07:29<41:30,  1.20s/it]
Training 1/3 epoch (loss 0.5767):  15%|█▌        | 372/2439 [07:31<41:30,  1.20s/it]
Training 1/3 epoch (loss 0.5767):  15%|█▌        | 373/2439 [07:31<41:11,  1.20s/it]
Training 1/3 epoch (loss 0.4836):  15%|█▌        | 373/2439 [07:32<41:11,  1.20s/it]
Training 1/3 epoch (loss 0.4836):  15%|█▌        | 374/2439 [07:32<42:27,  1.23s/it]
Training 1/3 epoch (loss 0.5758):  15%|█▌        | 374/2439 [07:33<42:27,  1.23s/it]
Training 1/3 epoch (loss 0.5758):  15%|█▌        | 375/2439 [07:33<42:34,  1.24s/it]
Training 1/3 epoch (loss 0.5151):  15%|█▌        | 375/2439 [07:34<42:34,  1.24s/it]
Training 1/3 epoch (loss 0.5151):  15%|█▌        | 376/2439 [07:34<41:42,  1.21s/it]
Training 1/3 epoch (loss 0.4551):  15%|█▌        | 376/2439 [07:35<41:42,  1.21s/it]
Training 1/3 epoch (loss 0.4551):  15%|█▌        | 377/2439 [07:35<39:41,  1.16s/it]
Training 1/3 epoch (loss 0.5218):  15%|█▌        | 377/2439 [07:36<39:41,  1.16s/it]
Training 1/3 epoch (loss 0.5218):  15%|█▌        | 378/2439 [07:36<38:42,  1.13s/it]
Training 1/3 epoch (loss 0.5766):  15%|█▌        | 378/2439 [07:38<38:42,  1.13s/it]
Training 1/3 epoch (loss 0.5766):  16%|█▌        | 379/2439 [07:38<39:03,  1.14s/it]
Training 1/3 epoch (loss 0.4793):  16%|█▌        | 379/2439 [07:39<39:03,  1.14s/it]
Training 1/3 epoch (loss 0.4793):  16%|█▌        | 380/2439 [07:39<37:26,  1.09s/it]
Training 1/3 epoch (loss 0.5221):  16%|█▌        | 380/2439 [07:40<37:26,  1.09s/it]
Training 1/3 epoch (loss 0.5221):  16%|█▌        | 381/2439 [07:40<36:53,  1.08s/it]
Training 1/3 epoch (loss 0.4454):  16%|█▌        | 381/2439 [07:41<36:53,  1.08s/it]
Training 1/3 epoch (loss 0.4454):  16%|█▌        | 382/2439 [07:41<34:43,  1.01s/it]
Training 1/3 epoch (loss 0.5156):  16%|█▌        | 382/2439 [07:42<34:43,  1.01s/it]
Training 1/3 epoch (loss 0.5156):  16%|█▌        | 383/2439 [07:42<39:04,  1.14s/it]
Training 1/3 epoch (loss 0.5054):  16%|█▌        | 383/2439 [07:43<39:04,  1.14s/it]
Training 1/3 epoch (loss 0.5054):  16%|█▌        | 384/2439 [07:43<39:51,  1.16s/it]
Training 1/3 epoch (loss 0.5558):  16%|█▌        | 384/2439 [07:44<39:51,  1.16s/it]
Training 1/3 epoch (loss 0.5558):  16%|█▌        | 385/2439 [07:44<39:56,  1.17s/it]
Training 1/3 epoch (loss 0.5436):  16%|█▌        | 385/2439 [07:46<39:56,  1.17s/it]
Training 1/3 epoch (loss 0.5436):  16%|█▌        | 386/2439 [07:46<47:58,  1.40s/it]
Training 1/3 epoch (loss 0.5619):  16%|█▌        | 386/2439 [07:47<47:58,  1.40s/it]
Training 1/3 epoch (loss 0.5619):  16%|█▌        | 387/2439 [07:47<44:16,  1.29s/it]
Training 1/3 epoch (loss 0.5240):  16%|█▌        | 387/2439 [07:49<44:16,  1.29s/it]
Training 1/3 epoch (loss 0.5240):  16%|█▌        | 388/2439 [07:49<43:01,  1.26s/it]
Training 1/3 epoch (loss 0.4621):  16%|█▌        | 388/2439 [07:49<43:01,  1.26s/it]
Training 1/3 epoch (loss 0.4621):  16%|█▌        | 389/2439 [07:49<40:13,  1.18s/it]
Training 1/3 epoch (loss 0.4891):  16%|█▌        | 389/2439 [07:50<40:13,  1.18s/it]
Training 1/3 epoch (loss 0.4891):  16%|█▌        | 390/2439 [07:50<38:16,  1.12s/it]
Training 1/3 epoch (loss 0.5640):  16%|█▌        | 390/2439 [07:51<38:16,  1.12s/it]
Training 1/3 epoch (loss 0.5640):  16%|█▌        | 391/2439 [07:51<36:46,  1.08s/it]
Training 1/3 epoch (loss 0.5155):  16%|█▌        | 391/2439 [07:52<36:46,  1.08s/it]
Training 1/3 epoch (loss 0.5155):  16%|█▌        | 392/2439 [07:52<35:37,  1.04s/it]
Training 1/3 epoch (loss 0.4457):  16%|█▌        | 392/2439 [07:54<35:37,  1.04s/it]
Training 1/3 epoch (loss 0.4457):  16%|█▌        | 393/2439 [07:54<37:57,  1.11s/it]
Training 1/3 epoch (loss 0.4268):  16%|█▌        | 393/2439 [07:55<37:57,  1.11s/it]
Training 1/3 epoch (loss 0.4268):  16%|█▌        | 394/2439 [07:55<39:01,  1.15s/it]
Training 1/3 epoch (loss 0.5621):  16%|█▌        | 394/2439 [07:56<39:01,  1.15s/it]
Training 1/3 epoch (loss 0.5621):  16%|█▌        | 395/2439 [07:56<40:04,  1.18s/it]
Training 1/3 epoch (loss 0.4595):  16%|█▌        | 395/2439 [07:57<40:04,  1.18s/it]
Training 1/3 epoch (loss 0.4595):  16%|█▌        | 396/2439 [07:57<39:21,  1.16s/it]
Training 1/3 epoch (loss 0.5127):  16%|█▌        | 396/2439 [07:58<39:21,  1.16s/it]
Training 1/3 epoch (loss 0.5127):  16%|█▋        | 397/2439 [07:58<38:03,  1.12s/it]
Training 1/3 epoch (loss 0.4866):  16%|█▋        | 397/2439 [07:59<38:03,  1.12s/it]
Training 1/3 epoch (loss 0.4866):  16%|█▋        | 398/2439 [07:59<37:00,  1.09s/it]
Training 1/3 epoch (loss 0.4956):  16%|█▋        | 398/2439 [08:00<37:00,  1.09s/it]
Training 1/3 epoch (loss 0.4956):  16%|█▋        | 399/2439 [08:00<35:31,  1.05s/it]
Training 1/3 epoch (loss 0.5403):  16%|█▋        | 399/2439 [08:02<35:31,  1.05s/it]
Training 1/3 epoch (loss 0.5403):  16%|█▋        | 400/2439 [08:02<37:46,  1.11s/it]
Training 1/3 epoch (loss 0.5309):  16%|█▋        | 400/2439 [08:03<37:46,  1.11s/it]
Training 1/3 epoch (loss 0.5309):  16%|█▋        | 401/2439 [08:03<38:13,  1.13s/it]
Training 1/3 epoch (loss 0.5729):  16%|█▋        | 401/2439 [08:04<38:13,  1.13s/it]
Training 1/3 epoch (loss 0.5729):  16%|█▋        | 402/2439 [08:04<38:05,  1.12s/it]
Training 1/3 epoch (loss 0.4859):  16%|█▋        | 402/2439 [08:05<38:05,  1.12s/it]
Training 1/3 epoch (loss 0.4859):  17%|█▋        | 403/2439 [08:05<39:16,  1.16s/it]
Training 1/3 epoch (loss 0.4267):  17%|█▋        | 403/2439 [08:06<39:16,  1.16s/it]
Training 1/3 epoch (loss 0.4267):  17%|█▋        | 404/2439 [08:06<37:25,  1.10s/it]
Training 1/3 epoch (loss 0.4693):  17%|█▋        | 404/2439 [08:07<37:25,  1.10s/it]
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Training 1/3 epoch (loss 0.4691):  17%|█▋        | 405/2439 [08:08<36:17,  1.07s/it]
Training 1/3 epoch (loss 0.4691):  17%|█▋        | 406/2439 [08:08<37:49,  1.12s/it]
Training 1/3 epoch (loss 0.6204):  17%|█▋        | 406/2439 [08:09<37:49,  1.12s/it]
Training 1/3 epoch (loss 0.6204):  17%|█▋        | 407/2439 [08:09<37:42,  1.11s/it]
Training 1/3 epoch (loss 0.4207):  17%|█▋        | 407/2439 [08:10<37:42,  1.11s/it]
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Training 1/3 epoch (loss 0.4311):  17%|█▋        | 408/2439 [08:11<37:07,  1.10s/it]
Training 1/3 epoch (loss 0.4311):  17%|█▋        | 409/2439 [08:11<36:10,  1.07s/it]
Training 1/3 epoch (loss 0.5591):  17%|█▋        | 409/2439 [08:13<36:10,  1.07s/it]
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Training 1/3 epoch (loss 0.6365):  17%|█▋        | 410/2439 [08:14<37:04,  1.10s/it]
Training 1/3 epoch (loss 0.6365):  17%|█▋        | 411/2439 [08:14<36:57,  1.09s/it]
Training 1/3 epoch (loss 0.5048):  17%|█▋        | 411/2439 [08:15<36:57,  1.09s/it]
Training 1/3 epoch (loss 0.5048):  17%|█▋        | 412/2439 [08:15<38:14,  1.13s/it]
Training 1/3 epoch (loss 0.4102):  17%|█▋        | 412/2439 [08:16<38:14,  1.13s/it]
Training 1/3 epoch (loss 0.4102):  17%|█▋        | 413/2439 [08:16<42:25,  1.26s/it]
Training 1/3 epoch (loss 0.5621):  17%|█▋        | 413/2439 [08:18<42:25,  1.26s/it]
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Training 1/3 epoch (loss 0.4345):  17%|█▋        | 414/2439 [08:19<43:46,  1.30s/it]
Training 1/3 epoch (loss 0.4345):  17%|█▋        | 415/2439 [08:19<41:22,  1.23s/it]
Training 1/3 epoch (loss 0.5360):  17%|█▋        | 415/2439 [08:20<41:22,  1.23s/it]
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Training 1/3 epoch (loss 0.5205):  17%|█▋        | 416/2439 [08:21<39:31,  1.17s/it]
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Training 1/3 epoch (loss 0.5664):  17%|█▋        | 417/2439 [08:22<38:29,  1.14s/it]
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Training 1/3 epoch (loss 0.5611):  17%|█▋        | 418/2439 [08:23<38:04,  1.13s/it]
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Training 1/3 epoch (loss 0.5300):  17%|█▋        | 419/2439 [08:25<38:57,  1.16s/it]
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Training 1/3 epoch (loss 0.4726):  17%|█▋        | 420/2439 [08:26<39:44,  1.18s/it]
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Training 1/3 epoch (loss 0.5024):  17%|█▋        | 421/2439 [08:27<37:52,  1.13s/it]
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Training 1/3 epoch (loss 0.4753):  17%|█▋        | 422/2439 [08:28<37:32,  1.12s/it]
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Training 1/3 epoch (loss 0.4346):  17%|█▋        | 423/2439 [08:29<36:32,  1.09s/it]
Training 1/3 epoch (loss 0.4346):  17%|█▋        | 424/2439 [08:29<37:58,  1.13s/it]
Training 1/3 epoch (loss 0.5749):  17%|█▋        | 424/2439 [08:30<37:58,  1.13s/it]
Training 1/3 epoch (loss 0.5749):  17%|█▋        | 425/2439 [08:30<38:40,  1.15s/it]
Training 1/3 epoch (loss 0.5607):  17%|█▋        | 425/2439 [08:32<38:40,  1.15s/it]
Training 1/3 epoch (loss 0.5607):  17%|█▋        | 426/2439 [08:32<42:25,  1.26s/it]
Training 1/3 epoch (loss 0.5304):  17%|█▋        | 426/2439 [08:33<42:25,  1.26s/it]
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Training 1/3 epoch (loss 0.6557):  18%|█▊        | 427/2439 [08:34<40:51,  1.22s/it]
Training 1/3 epoch (loss 0.6557):  18%|█▊        | 428/2439 [08:34<40:34,  1.21s/it]
Training 1/3 epoch (loss 0.4476):  18%|█▊        | 428/2439 [08:35<40:34,  1.21s/it]
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Training 1/3 epoch (loss 0.5287):  18%|█▊        | 429/2439 [08:36<38:53,  1.16s/it]
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Training 1/3 epoch (loss 0.4461):  18%|█▊        | 430/2439 [08:37<38:30,  1.15s/it]
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Training 1/3 epoch (loss 0.4350):  18%|█▊        | 431/2439 [08:38<35:51,  1.07s/it]
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Training 1/3 epoch (loss 0.5573):  18%|█▊        | 432/2439 [08:39<36:38,  1.10s/it]
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Training 1/3 epoch (loss 0.4667):  18%|█▊        | 433/2439 [08:40<36:26,  1.09s/it]
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Training 1/3 epoch (loss 0.4881):  18%|█▊        | 434/2439 [08:42<36:18,  1.09s/it]
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Training 1/3 epoch (loss 0.4793):  18%|█▊        | 435/2439 [08:43<39:01,  1.17s/it]
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Training 1/3 epoch (loss 0.4565):  18%|█▊        | 436/2439 [08:44<40:01,  1.20s/it]
Training 1/3 epoch (loss 0.4565):  18%|█▊        | 437/2439 [08:44<37:23,  1.12s/it]
Training 1/3 epoch (loss 0.4900):  18%|█▊        | 437/2439 [08:45<37:23,  1.12s/it]
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Training 1/3 epoch (loss 0.5352):  18%|█▊        | 439/2439 [08:48<38:43,  1.16s/it]
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Training 1/3 epoch (loss 0.4896):  18%|█▊        | 441/2439 [08:50<41:55,  1.26s/it]
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Training 1/3 epoch (loss 0.5536):  18%|█▊        | 442/2439 [08:52<41:03,  1.23s/it]
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Training 1/3 epoch (loss 0.5179):  18%|█▊        | 443/2439 [08:53<42:39,  1.28s/it]
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Training 1/3 epoch (loss 0.5033):  18%|█▊        | 444/2439 [08:55<44:14,  1.33s/it]
Training 1/3 epoch (loss 0.5033):  18%|█▊        | 445/2439 [08:55<45:44,  1.38s/it]
Training 1/3 epoch (loss 0.5398):  18%|█▊        | 445/2439 [08:56<45:44,  1.38s/it]
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Training 1/3 epoch (loss 0.4567):  18%|█▊        | 446/2439 [08:57<48:40,  1.47s/it]
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Training 1/3 epoch (loss 0.4940):  18%|█▊        | 447/2439 [08:59<44:58,  1.35s/it]
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Training 1/3 epoch (loss 0.5957):  18%|█▊        | 448/2439 [09:00<43:21,  1.31s/it]
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Training 1/3 epoch (loss 0.5280):  18%|█▊        | 449/2439 [09:02<43:40,  1.32s/it]
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Training 1/3 epoch (loss 0.4264):  19%|█▊        | 453/2439 [09:07<44:35,  1.35s/it]
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Training 1/3 epoch (loss 0.5317):  19%|█▊        | 455/2439 [09:09<39:19,  1.19s/it]
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Training 1/3 epoch (loss 0.4987):  19%|█▊        | 456/2439 [09:11<38:20,  1.16s/it]
Training 1/3 epoch (loss 0.4987):  19%|█▊        | 457/2439 [09:11<40:03,  1.21s/it]
Training 1/3 epoch (loss 0.5036):  19%|█▊        | 457/2439 [09:12<40:03,  1.21s/it]
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Training 1/3 epoch (loss 0.5821):  19%|█▉        | 458/2439 [09:13<39:06,  1.18s/it]
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Training 1/3 epoch (loss 0.6108):  19%|█▉        | 459/2439 [09:14<41:07,  1.25s/it]
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Training 1/3 epoch (loss 0.5424):  19%|█▉        | 460/2439 [09:15<39:56,  1.21s/it]
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Training 1/3 epoch (loss 0.4854):  19%|█▉        | 461/2439 [09:16<39:27,  1.20s/it]
Training 1/3 epoch (loss 0.4854):  19%|█▉        | 462/2439 [09:16<37:55,  1.15s/it]
Training 1/3 epoch (loss 0.4567):  19%|█▉        | 462/2439 [09:18<37:55,  1.15s/it]
Training 1/3 epoch (loss 0.4567):  19%|█▉        | 463/2439 [09:18<37:31,  1.14s/it]
Training 1/3 epoch (loss 0.5855):  19%|█▉        | 463/2439 [09:19<37:31,  1.14s/it]
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Training 1/3 epoch (loss 0.5364):  19%|█▉        | 464/2439 [09:20<39:34,  1.20s/it]
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Training 1/3 epoch (loss 0.5472):  19%|█▉        | 465/2439 [09:21<38:51,  1.18s/it]
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Training 1/3 epoch (loss 0.5195):  19%|█▉        | 466/2439 [09:22<39:15,  1.19s/it]
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Training 1/3 epoch (loss 0.5506):  19%|█▉        | 467/2439 [09:23<37:30,  1.14s/it]
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Training 1/3 epoch (loss 0.5407):  19%|█▉        | 468/2439 [09:24<38:21,  1.17s/it]
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Training 1/3 epoch (loss 0.5659):  19%|█▉        | 469/2439 [09:26<35:47,  1.09s/it]
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Training 1/3 epoch (loss 0.5478):  19%|█▉        | 470/2439 [09:27<37:22,  1.14s/it]
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Training 1/3 epoch (loss 0.5575):  19%|█▉        | 471/2439 [09:28<36:35,  1.12s/it]
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Training 1/3 epoch (loss 0.4862):  19%|█▉        | 472/2439 [09:29<36:26,  1.11s/it]
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Training 1/3 epoch (loss 0.6111):  19%|█▉        | 473/2439 [09:30<35:18,  1.08s/it]
Training 1/3 epoch (loss 0.6111):  19%|█▉        | 474/2439 [09:30<37:19,  1.14s/it]
Training 1/3 epoch (loss 0.5125):  19%|█▉        | 474/2439 [09:31<37:19,  1.14s/it]
Training 1/3 epoch (loss 0.5125):  19%|█▉        | 475/2439 [09:31<36:57,  1.13s/it]
Training 1/3 epoch (loss 0.4548):  19%|█▉        | 475/2439 [09:32<36:57,  1.13s/it]
Training 1/3 epoch (loss 0.4548):  20%|█▉        | 476/2439 [09:32<35:13,  1.08s/it]
Training 1/3 epoch (loss 0.5439):  20%|█▉        | 476/2439 [09:34<35:13,  1.08s/it]
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Training 1/3 epoch (loss 0.5350):  20%|█▉        | 477/2439 [09:35<42:25,  1.30s/it]
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Training 1/3 epoch (loss 0.4627):  20%|█▉        | 479/2439 [09:37<40:06,  1.23s/it]
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Training 1/3 epoch (loss 0.5826):  20%|█▉        | 480/2439 [09:38<37:42,  1.16s/it]
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Training 1/3 epoch (loss 0.4633):  20%|█▉        | 481/2439 [09:39<38:20,  1.18s/it]
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Training 1/3 epoch (loss 0.5460):  20%|█▉        | 484/2439 [09:43<36:20,  1.12s/it]
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Training 1/3 epoch (loss 0.5908):  20%|██        | 488/2439 [09:48<38:32,  1.19s/it]
Training 1/3 epoch (loss 0.5908):  20%|██        | 489/2439 [09:48<37:48,  1.16s/it]
Training 1/3 epoch (loss 0.5224):  20%|██        | 489/2439 [09:49<37:48,  1.16s/it]
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Training 1/3 epoch (loss 0.4472):  20%|██        | 490/2439 [09:50<40:09,  1.24s/it]
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Training 1/3 epoch (loss 0.5083):  20%|██        | 491/2439 [09:51<37:45,  1.16s/it]
Training 1/3 epoch (loss 0.5083):  20%|██        | 492/2439 [09:51<36:23,  1.12s/it]
Training 1/3 epoch (loss 0.5738):  20%|██        | 492/2439 [09:52<36:23,  1.12s/it]
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Training 1/3 epoch (loss 0.6104):  20%|██        | 493/2439 [09:53<37:29,  1.16s/it]
Training 1/3 epoch (loss 0.6104):  20%|██        | 494/2439 [09:53<36:42,  1.13s/it]
Training 1/3 epoch (loss 0.5715):  20%|██        | 494/2439 [09:55<36:42,  1.13s/it]
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Training 1/3 epoch (loss 0.4240):  20%|██        | 495/2439 [09:55<37:49,  1.17s/it]
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Training 1/3 epoch (loss 0.5727):  20%|██        | 496/2439 [09:57<34:44,  1.07s/it]
Training 1/3 epoch (loss 0.5727):  20%|██        | 497/2439 [09:57<37:47,  1.17s/it]
Training 1/3 epoch (loss 0.5290):  20%|██        | 497/2439 [09:58<37:47,  1.17s/it]
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Training 1/3 epoch (loss 0.4917):  20%|██        | 498/2439 [09:59<35:18,  1.09s/it]
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Training 1/3 epoch (loss 0.5439):  20%|██        | 499/2439 [10:00<35:11,  1.09s/it]
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Training 1/3 epoch (loss 0.5002):  21%|██        | 500/2439 [10:01<35:41,  1.10s/it]
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Training 1/3 epoch (loss 0.5304):  21%|██        | 501/2439 [10:02<33:57,  1.05s/it]
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Training 1/3 epoch (loss 0.4572):  21%|██        | 503/2439 [10:04<33:48,  1.05s/it]
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Training 1/3 epoch (loss 0.4355):  21%|██        | 504/2439 [10:05<34:13,  1.06s/it]
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Training 1/3 epoch (loss 0.4913):  21%|██        | 505/2439 [10:06<33:28,  1.04s/it]
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Training 1/3 epoch (loss 0.4682):  21%|██        | 506/2439 [10:07<32:09,  1.00it/s]
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Training 1/3 epoch (loss 0.4675):  21%|██        | 507/2439 [10:08<31:22,  1.03it/s]
Training 1/3 epoch (loss 0.4675):  21%|██        | 508/2439 [10:08<31:47,  1.01it/s]
Training 1/3 epoch (loss 0.5884):  21%|██        | 508/2439 [10:09<31:47,  1.01it/s]
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Training 1/3 epoch (loss 0.5263):  21%|██        | 509/2439 [10:10<34:28,  1.07s/it]
Training 1/3 epoch (loss 0.5263):  21%|██        | 510/2439 [10:10<35:19,  1.10s/it]
Training 1/3 epoch (loss 0.5379):  21%|██        | 510/2439 [10:12<35:19,  1.10s/it]
Training 1/3 epoch (loss 0.5379):  21%|██        | 511/2439 [10:12<40:46,  1.27s/it]
Training 1/3 epoch (loss 0.5101):  21%|██        | 511/2439 [10:13<40:46,  1.27s/it]
Training 1/3 epoch (loss 0.5101):  21%|██        | 512/2439 [10:13<41:31,  1.29s/it]
Training 1/3 epoch (loss 0.5261):  21%|██        | 512/2439 [10:14<41:31,  1.29s/it]
Training 1/3 epoch (loss 0.5261):  21%|██        | 513/2439 [10:14<38:10,  1.19s/it]
Training 1/3 epoch (loss 0.5916):  21%|██        | 513/2439 [10:15<38:10,  1.19s/it]
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Training 1/3 epoch (loss 0.5411):  21%|██        | 514/2439 [10:16<37:20,  1.16s/it]
Training 1/3 epoch (loss 0.5411):  21%|██        | 515/2439 [10:16<35:33,  1.11s/it]
Training 1/3 epoch (loss 0.5279):  21%|██        | 515/2439 [10:18<35:33,  1.11s/it]
Training 1/3 epoch (loss 0.5279):  21%|██        | 516/2439 [10:18<38:31,  1.20s/it]
Training 1/3 epoch (loss 0.6606):  21%|██        | 516/2439 [10:19<38:31,  1.20s/it]
Training 1/3 epoch (loss 0.6606):  21%|██        | 517/2439 [10:19<41:12,  1.29s/it]
Training 1/3 epoch (loss 0.5719):  21%|██        | 517/2439 [10:21<41:12,  1.29s/it]
Training 1/3 epoch (loss 0.5719):  21%|██        | 518/2439 [10:21<41:38,  1.30s/it]
Training 1/3 epoch (loss 0.5470):  21%|██        | 518/2439 [10:22<41:38,  1.30s/it]
Training 1/3 epoch (loss 0.5470):  21%|██▏       | 519/2439 [10:22<41:01,  1.28s/it]
Training 1/3 epoch (loss 0.5488):  21%|██▏       | 519/2439 [10:23<41:01,  1.28s/it]
Training 1/3 epoch (loss 0.5488):  21%|██▏       | 520/2439 [10:23<41:26,  1.30s/it]
Training 1/3 epoch (loss 0.5524):  21%|██▏       | 520/2439 [10:25<41:26,  1.30s/it]
Training 1/3 epoch (loss 0.5524):  21%|██▏       | 521/2439 [10:25<43:44,  1.37s/it]
Training 1/3 epoch (loss 0.5103):  21%|██▏       | 521/2439 [10:26<43:44,  1.37s/it]
Training 1/3 epoch (loss 0.5103):  21%|██▏       | 522/2439 [10:26<40:02,  1.25s/it]
Training 1/3 epoch (loss 0.5156):  21%|██▏       | 522/2439 [10:27<40:02,  1.25s/it]
Training 1/3 epoch (loss 0.5156):  21%|██▏       | 523/2439 [10:27<39:03,  1.22s/it]
Training 1/3 epoch (loss 0.4810):  21%|██▏       | 523/2439 [10:28<39:03,  1.22s/it]
Training 1/3 epoch (loss 0.4810):  21%|██▏       | 524/2439 [10:28<35:50,  1.12s/it]
Training 1/3 epoch (loss 0.4924):  21%|██▏       | 524/2439 [10:30<35:50,  1.12s/it]
Training 1/3 epoch (loss 0.4924):  22%|██▏       | 525/2439 [10:30<43:22,  1.36s/it]
Training 1/3 epoch (loss 0.5062):  22%|██▏       | 525/2439 [10:31<43:22,  1.36s/it]
Training 1/3 epoch (loss 0.5062):  22%|██▏       | 526/2439 [10:31<44:53,  1.41s/it]
Training 1/3 epoch (loss 0.5086):  22%|██▏       | 526/2439 [10:32<44:53,  1.41s/it]
Training 1/3 epoch (loss 0.5086):  22%|██▏       | 527/2439 [10:32<41:33,  1.30s/it]
Training 1/3 epoch (loss 0.5366):  22%|██▏       | 527/2439 [10:34<41:33,  1.30s/it]
Training 1/3 epoch (loss 0.5366):  22%|██▏       | 528/2439 [10:34<43:04,  1.35s/it]
Training 1/3 epoch (loss 0.4968):  22%|██▏       | 528/2439 [10:35<43:04,  1.35s/it]
Training 1/3 epoch (loss 0.4968):  22%|██▏       | 529/2439 [10:35<39:46,  1.25s/it]
Training 1/3 epoch (loss 0.5250):  22%|██▏       | 529/2439 [10:36<39:46,  1.25s/it]
Training 1/3 epoch (loss 0.5250):  22%|██▏       | 530/2439 [10:36<37:53,  1.19s/it]
Training 1/3 epoch (loss 0.5551):  22%|██▏       | 530/2439 [10:37<37:53,  1.19s/it]
Training 1/3 epoch (loss 0.5551):  22%|██▏       | 531/2439 [10:37<38:22,  1.21s/it]
Training 1/3 epoch (loss 0.6407):  22%|██▏       | 531/2439 [10:38<38:22,  1.21s/it]
Training 1/3 epoch (loss 0.6407):  22%|██▏       | 532/2439 [10:38<40:20,  1.27s/it]
Training 1/3 epoch (loss 0.5421):  22%|██▏       | 532/2439 [10:39<40:20,  1.27s/it]
Training 1/3 epoch (loss 0.5421):  22%|██▏       | 533/2439 [10:39<37:51,  1.19s/it]
Training 1/3 epoch (loss 0.5306):  22%|██▏       | 533/2439 [10:41<37:51,  1.19s/it]
Training 1/3 epoch (loss 0.5306):  22%|██▏       | 534/2439 [10:41<39:25,  1.24s/it]
Training 1/3 epoch (loss 0.5672):  22%|██▏       | 534/2439 [10:42<39:25,  1.24s/it]
Training 1/3 epoch (loss 0.5672):  22%|██▏       | 535/2439 [10:42<38:19,  1.21s/it]
Training 1/3 epoch (loss 0.4724):  22%|██▏       | 535/2439 [10:43<38:19,  1.21s/it]
Training 1/3 epoch (loss 0.4724):  22%|██▏       | 536/2439 [10:43<36:36,  1.15s/it]
Training 1/3 epoch (loss 0.5714):  22%|██▏       | 536/2439 [10:44<36:36,  1.15s/it]
Training 1/3 epoch (loss 0.5714):  22%|██▏       | 537/2439 [10:44<36:57,  1.17s/it]
Training 1/3 epoch (loss 0.6645):  22%|██▏       | 537/2439 [10:45<36:57,  1.17s/it]
Training 1/3 epoch (loss 0.6645):  22%|██▏       | 538/2439 [10:45<37:49,  1.19s/it]
Training 1/3 epoch (loss 0.8195):  22%|██▏       | 538/2439 [10:46<37:49,  1.19s/it]
Training 1/3 epoch (loss 0.8195):  22%|██▏       | 539/2439 [10:46<37:05,  1.17s/it]
Training 1/3 epoch (loss 0.5385):  22%|██▏       | 539/2439 [10:47<37:05,  1.17s/it]
Training 1/3 epoch (loss 0.5385):  22%|██▏       | 540/2439 [10:48<35:38,  1.13s/it]
Training 1/3 epoch (loss 0.5093):  22%|██▏       | 540/2439 [10:49<35:38,  1.13s/it]
Training 1/3 epoch (loss 0.5093):  22%|██▏       | 541/2439 [10:49<34:45,  1.10s/it]
Training 1/3 epoch (loss 0.5308):  22%|██▏       | 541/2439 [10:50<34:45,  1.10s/it]
Training 1/3 epoch (loss 0.5308):  22%|██▏       | 542/2439 [10:50<38:07,  1.21s/it]
Training 1/3 epoch (loss 0.5060):  22%|██▏       | 542/2439 [10:51<38:07,  1.21s/it]
Training 1/3 epoch (loss 0.5060):  22%|██▏       | 543/2439 [10:51<37:06,  1.17s/it]
Training 1/3 epoch (loss 0.6476):  22%|██▏       | 543/2439 [10:52<37:06,  1.17s/it]
Training 1/3 epoch (loss 0.6476):  22%|██▏       | 544/2439 [10:52<38:13,  1.21s/it]
Training 1/3 epoch (loss 0.4162):  22%|██▏       | 544/2439 [10:54<38:13,  1.21s/it]
Training 1/3 epoch (loss 0.4162):  22%|██▏       | 545/2439 [10:54<37:22,  1.18s/it]
Training 1/3 epoch (loss 0.5594):  22%|██▏       | 545/2439 [10:54<37:22,  1.18s/it]
Training 1/3 epoch (loss 0.5594):  22%|██▏       | 546/2439 [10:54<35:26,  1.12s/it]
Training 1/3 epoch (loss 0.5348):  22%|██▏       | 546/2439 [10:57<35:26,  1.12s/it]
Training 1/3 epoch (loss 0.5348):  22%|██▏       | 547/2439 [10:57<46:37,  1.48s/it]
Training 1/3 epoch (loss 0.5234):  22%|██▏       | 547/2439 [10:59<46:37,  1.48s/it]
Training 1/3 epoch (loss 0.5234):  22%|██▏       | 548/2439 [10:59<51:21,  1.63s/it]
Training 1/3 epoch (loss 0.5060):  22%|██▏       | 548/2439 [11:00<51:21,  1.63s/it]
Training 1/3 epoch (loss 0.5060):  23%|██▎       | 549/2439 [11:00<45:10,  1.43s/it]
Training 1/3 epoch (loss 0.5148):  23%|██▎       | 549/2439 [11:01<45:10,  1.43s/it]
Training 1/3 epoch (loss 0.5148):  23%|██▎       | 550/2439 [11:01<45:18,  1.44s/it]
Training 1/3 epoch (loss 0.5481):  23%|██▎       | 550/2439 [11:02<45:18,  1.44s/it]
Training 1/3 epoch (loss 0.5481):  23%|██▎       | 551/2439 [11:02<43:19,  1.38s/it]
Training 1/3 epoch (loss 0.4999):  23%|██▎       | 551/2439 [11:04<43:19,  1.38s/it]
Training 1/3 epoch (loss 0.4999):  23%|██▎       | 552/2439 [11:04<41:14,  1.31s/it]
Training 1/3 epoch (loss 0.5751):  23%|██▎       | 552/2439 [11:05<41:14,  1.31s/it]
Training 1/3 epoch (loss 0.5751):  23%|██▎       | 553/2439 [11:05<40:45,  1.30s/it]
Training 1/3 epoch (loss 0.5721):  23%|██▎       | 553/2439 [11:06<40:45,  1.30s/it]
Training 1/3 epoch (loss 0.5721):  23%|██▎       | 554/2439 [11:06<38:49,  1.24s/it]
Training 1/3 epoch (loss 0.6139):  23%|██▎       | 554/2439 [11:07<38:49,  1.24s/it]
Training 1/3 epoch (loss 0.6139):  23%|██▎       | 555/2439 [11:07<39:56,  1.27s/it]
Training 1/3 epoch (loss 0.5355):  23%|██▎       | 555/2439 [11:09<39:56,  1.27s/it]
Training 1/3 epoch (loss 0.5355):  23%|██▎       | 556/2439 [11:09<41:31,  1.32s/it]
Training 1/3 epoch (loss 0.5539):  23%|██▎       | 556/2439 [11:11<41:31,  1.32s/it]
Training 1/3 epoch (loss 0.5539):  23%|██▎       | 557/2439 [11:11<49:15,  1.57s/it]
Training 1/3 epoch (loss 0.5437):  23%|██▎       | 557/2439 [11:12<49:15,  1.57s/it]
Training 1/3 epoch (loss 0.5437):  23%|██▎       | 558/2439 [11:12<46:54,  1.50s/it]
Training 1/3 epoch (loss 0.5243):  23%|██▎       | 558/2439 [11:14<46:54,  1.50s/it]
Training 1/3 epoch (loss 0.5243):  23%|██▎       | 559/2439 [11:14<46:02,  1.47s/it]
Training 1/3 epoch (loss 0.5190):  23%|██▎       | 559/2439 [11:15<46:02,  1.47s/it]
Training 1/3 epoch (loss 0.5190):  23%|██▎       | 560/2439 [11:15<44:35,  1.42s/it]
Training 1/3 epoch (loss 0.4776):  23%|██▎       | 560/2439 [11:16<44:35,  1.42s/it]
Training 1/3 epoch (loss 0.4776):  23%|██▎       | 561/2439 [11:16<42:27,  1.36s/it]
Training 1/3 epoch (loss 0.5157):  23%|██▎       | 561/2439 [11:17<42:27,  1.36s/it]
Training 1/3 epoch (loss 0.5157):  23%|██▎       | 562/2439 [11:17<39:21,  1.26s/it]
Training 1/3 epoch (loss 0.5558):  23%|██▎       | 562/2439 [11:18<39:21,  1.26s/it]
Training 1/3 epoch (loss 0.5558):  23%|██▎       | 563/2439 [11:18<37:33,  1.20s/it]
Training 1/3 epoch (loss 0.5083):  23%|██▎       | 563/2439 [11:20<37:33,  1.20s/it]
Training 1/3 epoch (loss 0.5083):  23%|██▎       | 564/2439 [11:20<38:36,  1.24s/it]
Training 1/3 epoch (loss 0.4465):  23%|██▎       | 564/2439 [11:21<38:36,  1.24s/it]
Training 1/3 epoch (loss 0.4465):  23%|██▎       | 565/2439 [11:21<37:58,  1.22s/it]
Training 1/3 epoch (loss 0.5300):  23%|██▎       | 565/2439 [11:22<37:58,  1.22s/it]
Training 1/3 epoch (loss 0.5300):  23%|██▎       | 566/2439 [11:22<38:32,  1.23s/it]
Training 1/3 epoch (loss 0.5392):  23%|██▎       | 566/2439 [11:23<38:32,  1.23s/it]
Training 1/3 epoch (loss 0.5392):  23%|██▎       | 567/2439 [11:23<40:11,  1.29s/it]
Training 1/3 epoch (loss 0.5464):  23%|██▎       | 567/2439 [11:25<40:11,  1.29s/it]
Training 1/3 epoch (loss 0.5464):  23%|██▎       | 568/2439 [11:25<39:22,  1.26s/it]
Training 1/3 epoch (loss 0.4237):  23%|██▎       | 568/2439 [11:26<39:22,  1.26s/it]
Training 1/3 epoch (loss 0.4237):  23%|██▎       | 569/2439 [11:26<37:17,  1.20s/it]
Training 1/3 epoch (loss 0.5385):  23%|██▎       | 569/2439 [11:27<37:17,  1.20s/it]
Training 1/3 epoch (loss 0.5385):  23%|██▎       | 570/2439 [11:27<35:09,  1.13s/it]
Training 1/3 epoch (loss 0.5326):  23%|██▎       | 570/2439 [11:28<35:09,  1.13s/it]
Training 1/3 epoch (loss 0.5326):  23%|██▎       | 571/2439 [11:28<37:42,  1.21s/it]
Training 1/3 epoch (loss 0.4971):  23%|██▎       | 571/2439 [11:29<37:42,  1.21s/it]
Training 1/3 epoch (loss 0.4971):  23%|██▎       | 572/2439 [11:29<36:21,  1.17s/it]
Training 1/3 epoch (loss 0.5808):  23%|██▎       | 572/2439 [11:30<36:21,  1.17s/it]
Training 1/3 epoch (loss 0.5808):  23%|██▎       | 573/2439 [11:30<35:07,  1.13s/it]
Training 1/3 epoch (loss 0.4991):  23%|██▎       | 573/2439 [11:32<35:07,  1.13s/it]
Training 1/3 epoch (loss 0.4991):  24%|██▎       | 574/2439 [11:32<37:12,  1.20s/it]
Training 1/3 epoch (loss 0.5215):  24%|██▎       | 574/2439 [11:33<37:12,  1.20s/it]
Training 1/3 epoch (loss 0.5215):  24%|██▎       | 575/2439 [11:33<37:43,  1.21s/it]
Training 1/3 epoch (loss 0.5300):  24%|██▎       | 575/2439 [11:34<37:43,  1.21s/it]
Training 1/3 epoch (loss 0.5300):  24%|██▎       | 576/2439 [11:34<36:04,  1.16s/it]
Training 1/3 epoch (loss 0.5319):  24%|██▎       | 576/2439 [11:35<36:04,  1.16s/it]
Training 1/3 epoch (loss 0.5319):  24%|██▎       | 577/2439 [11:35<38:36,  1.24s/it]
Training 1/3 epoch (loss 0.4853):  24%|██▎       | 577/2439 [11:36<38:36,  1.24s/it]
Training 1/3 epoch (loss 0.4853):  24%|██▎       | 578/2439 [11:36<38:24,  1.24s/it]
Training 1/3 epoch (loss 0.5538):  24%|██▎       | 578/2439 [11:38<38:24,  1.24s/it]
Training 1/3 epoch (loss 0.5538):  24%|██▎       | 579/2439 [11:38<37:46,  1.22s/it]
Training 1/3 epoch (loss 0.5275):  24%|██▎       | 579/2439 [11:39<37:46,  1.22s/it]
Training 1/3 epoch (loss 0.5275):  24%|██▍       | 580/2439 [11:39<40:52,  1.32s/it]
Training 1/3 epoch (loss 0.5154):  24%|██▍       | 580/2439 [11:40<40:52,  1.32s/it]
Training 1/3 epoch (loss 0.5154):  24%|██▍       | 581/2439 [11:40<38:33,  1.25s/it]
Training 1/3 epoch (loss 0.4562):  24%|██▍       | 581/2439 [11:41<38:33,  1.25s/it]
Training 1/3 epoch (loss 0.4562):  24%|██▍       | 582/2439 [11:41<36:16,  1.17s/it]
Training 1/3 epoch (loss 0.5303):  24%|██▍       | 582/2439 [11:42<36:16,  1.17s/it]
Training 1/3 epoch (loss 0.5303):  24%|██▍       | 583/2439 [11:42<34:31,  1.12s/it]
Training 1/3 epoch (loss 0.6532):  24%|██▍       | 583/2439 [11:44<34:31,  1.12s/it]
Training 1/3 epoch (loss 0.6532):  24%|██▍       | 584/2439 [11:44<36:05,  1.17s/it]
Training 1/3 epoch (loss 0.4138):  24%|██▍       | 584/2439 [11:44<36:05,  1.17s/it]
Training 1/3 epoch (loss 0.4138):  24%|██▍       | 585/2439 [11:44<33:14,  1.08s/it]
Training 1/3 epoch (loss 0.5343):  24%|██▍       | 585/2439 [11:45<33:14,  1.08s/it]
Training 1/3 epoch (loss 0.5343):  24%|██▍       | 586/2439 [11:45<32:42,  1.06s/it]
Training 1/3 epoch (loss 0.6121):  24%|██▍       | 586/2439 [11:47<32:42,  1.06s/it]
Training 1/3 epoch (loss 0.6121):  24%|██▍       | 587/2439 [11:47<34:06,  1.11s/it]
Training 1/3 epoch (loss 0.5024):  24%|██▍       | 587/2439 [11:48<34:06,  1.11s/it]
Training 1/3 epoch (loss 0.5024):  24%|██▍       | 588/2439 [11:48<33:37,  1.09s/it]
Training 1/3 epoch (loss 0.4941):  24%|██▍       | 588/2439 [11:49<33:37,  1.09s/it]
Training 1/3 epoch (loss 0.4941):  24%|██▍       | 589/2439 [11:49<33:24,  1.08s/it]
Training 1/3 epoch (loss 0.4810):  24%|██▍       | 589/2439 [11:50<33:24,  1.08s/it]
Training 1/3 epoch (loss 0.4810):  24%|██▍       | 590/2439 [11:50<32:43,  1.06s/it]
Training 1/3 epoch (loss 0.5590):  24%|██▍       | 590/2439 [11:51<32:43,  1.06s/it]
Training 1/3 epoch (loss 0.5590):  24%|██▍       | 591/2439 [11:51<35:46,  1.16s/it]
Training 1/3 epoch (loss 0.4927):  24%|██▍       | 591/2439 [11:52<35:46,  1.16s/it]
Training 1/3 epoch (loss 0.4927):  24%|██▍       | 592/2439 [11:52<35:49,  1.16s/it]
Training 1/3 epoch (loss 0.5384):  24%|██▍       | 592/2439 [11:53<35:49,  1.16s/it]
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Training 1/3 epoch (loss 0.5268):  24%|██▍       | 593/2439 [11:55<35:17,  1.15s/it]
Training 1/3 epoch (loss 0.5268):  24%|██▍       | 594/2439 [11:55<37:21,  1.21s/it]
Training 1/3 epoch (loss 0.4460):  24%|██▍       | 594/2439 [11:56<37:21,  1.21s/it]
Training 1/3 epoch (loss 0.4460):  24%|██▍       | 595/2439 [11:56<34:06,  1.11s/it]
Training 1/3 epoch (loss 0.4672):  24%|██▍       | 595/2439 [11:57<34:06,  1.11s/it]
Training 1/3 epoch (loss 0.4672):  24%|██▍       | 596/2439 [11:57<34:26,  1.12s/it]
Training 1/3 epoch (loss 0.5848):  24%|██▍       | 596/2439 [11:58<34:26,  1.12s/it]
Training 1/3 epoch (loss 0.5848):  24%|██▍       | 597/2439 [11:58<37:04,  1.21s/it]
Training 1/3 epoch (loss 0.3732):  24%|██▍       | 597/2439 [12:00<37:04,  1.21s/it]
Training 1/3 epoch (loss 0.3732):  25%|██▍       | 598/2439 [12:00<39:23,  1.28s/it]
Training 1/3 epoch (loss 0.5227):  25%|██▍       | 598/2439 [12:01<39:23,  1.28s/it]
Training 1/3 epoch (loss 0.5227):  25%|██▍       | 599/2439 [12:01<35:28,  1.16s/it]
Training 1/3 epoch (loss 0.5712):  25%|██▍       | 599/2439 [12:02<35:28,  1.16s/it]
Training 1/3 epoch (loss 0.5712):  25%|██▍       | 600/2439 [12:02<34:57,  1.14s/it]
Training 1/3 epoch (loss 0.4904):  25%|██▍       | 600/2439 [12:03<34:57,  1.14s/it]
Training 1/3 epoch (loss 0.4904):  25%|██▍       | 601/2439 [12:03<34:08,  1.11s/it]
Training 1/3 epoch (loss 0.4229):  25%|██▍       | 601/2439 [12:04<34:08,  1.11s/it]
Training 1/3 epoch (loss 0.4229):  25%|██▍       | 602/2439 [12:04<33:16,  1.09s/it]
Training 1/3 epoch (loss 0.6454):  25%|██▍       | 602/2439 [12:05<33:16,  1.09s/it]
Training 1/3 epoch (loss 0.6454):  25%|██▍       | 603/2439 [12:05<32:42,  1.07s/it]
Training 1/3 epoch (loss 0.5544):  25%|██▍       | 603/2439 [12:06<32:42,  1.07s/it]
Training 1/3 epoch (loss 0.5544):  25%|██▍       | 604/2439 [12:06<33:36,  1.10s/it]
Training 1/3 epoch (loss 0.4775):  25%|██▍       | 604/2439 [12:07<33:36,  1.10s/it]
Training 1/3 epoch (loss 0.4775):  25%|██▍       | 605/2439 [12:07<33:40,  1.10s/it]
Training 1/3 epoch (loss 0.4217):  25%|██▍       | 605/2439 [12:08<33:40,  1.10s/it]
Training 1/3 epoch (loss 0.4217):  25%|██▍       | 606/2439 [12:08<34:27,  1.13s/it]
Training 1/3 epoch (loss 0.5146):  25%|██▍       | 606/2439 [12:10<34:27,  1.13s/it]
Training 1/3 epoch (loss 0.5146):  25%|██▍       | 607/2439 [12:10<37:18,  1.22s/it]
Training 1/3 epoch (loss 0.4698):  25%|██▍       | 607/2439 [12:11<37:18,  1.22s/it]
Training 1/3 epoch (loss 0.4698):  25%|██▍       | 608/2439 [12:11<35:59,  1.18s/it]
Training 1/3 epoch (loss 0.4921):  25%|██▍       | 608/2439 [12:12<35:59,  1.18s/it]
Training 1/3 epoch (loss 0.4921):  25%|██▍       | 609/2439 [12:12<37:19,  1.22s/it]
Training 1/3 epoch (loss 0.4369):  25%|██▍       | 609/2439 [12:13<37:19,  1.22s/it]
Training 1/3 epoch (loss 0.4369):  25%|██▌       | 610/2439 [12:13<35:00,  1.15s/it]
Training 1/3 epoch (loss 0.4888):  25%|██▌       | 610/2439 [12:14<35:00,  1.15s/it]
Training 1/3 epoch (loss 0.4888):  25%|██▌       | 611/2439 [12:14<33:53,  1.11s/it]
Training 1/3 epoch (loss 0.4828):  25%|██▌       | 611/2439 [12:15<33:53,  1.11s/it]
Training 1/3 epoch (loss 0.4828):  25%|██▌       | 612/2439 [12:15<33:47,  1.11s/it]
Training 1/3 epoch (loss 0.5220):  25%|██▌       | 612/2439 [12:17<33:47,  1.11s/it]
Training 1/3 epoch (loss 0.5220):  25%|██▌       | 613/2439 [12:17<40:55,  1.34s/it]
Training 1/3 epoch (loss 0.4530):  25%|██▌       | 613/2439 [12:18<40:55,  1.34s/it]
Training 1/3 epoch (loss 0.4530):  25%|██▌       | 614/2439 [12:18<37:29,  1.23s/it]
Training 1/3 epoch (loss 0.4619):  25%|██▌       | 614/2439 [12:19<37:29,  1.23s/it]
Training 1/3 epoch (loss 0.4619):  25%|██▌       | 615/2439 [12:19<36:14,  1.19s/it]
Training 1/3 epoch (loss 0.4970):  25%|██▌       | 615/2439 [12:20<36:14,  1.19s/it]
Training 1/3 epoch (loss 0.4970):  25%|██▌       | 616/2439 [12:20<36:12,  1.19s/it]
Training 1/3 epoch (loss 0.4726):  25%|██▌       | 616/2439 [12:21<36:12,  1.19s/it]
Training 1/3 epoch (loss 0.4726):  25%|██▌       | 617/2439 [12:21<34:41,  1.14s/it]
Training 1/3 epoch (loss 0.4879):  25%|██▌       | 617/2439 [12:22<34:41,  1.14s/it]
Training 1/3 epoch (loss 0.4879):  25%|██▌       | 618/2439 [12:22<34:24,  1.13s/it]
Training 1/3 epoch (loss 0.5484):  25%|██▌       | 618/2439 [12:24<34:24,  1.13s/it]
Training 1/3 epoch (loss 0.5484):  25%|██▌       | 619/2439 [12:24<36:05,  1.19s/it]
Training 1/3 epoch (loss 0.4786):  25%|██▌       | 619/2439 [12:25<36:05,  1.19s/it]
Training 1/3 epoch (loss 0.4786):  25%|██▌       | 620/2439 [12:25<32:43,  1.08s/it]
Training 1/3 epoch (loss 0.5560):  25%|██▌       | 620/2439 [12:26<32:43,  1.08s/it]
Training 1/3 epoch (loss 0.5560):  25%|██▌       | 621/2439 [12:26<32:01,  1.06s/it]
Training 1/3 epoch (loss 0.4616):  25%|██▌       | 621/2439 [12:27<32:01,  1.06s/it]
Training 1/3 epoch (loss 0.4616):  26%|██▌       | 622/2439 [12:27<31:33,  1.04s/it]
Training 1/3 epoch (loss 0.5129):  26%|██▌       | 622/2439 [12:28<31:33,  1.04s/it]
Training 1/3 epoch (loss 0.5129):  26%|██▌       | 623/2439 [12:28<31:27,  1.04s/it]
Training 1/3 epoch (loss 0.5235):  26%|██▌       | 623/2439 [12:29<31:27,  1.04s/it]
Training 1/3 epoch (loss 0.5235):  26%|██▌       | 624/2439 [12:29<32:31,  1.08s/it]
Training 1/3 epoch (loss 0.5072):  26%|██▌       | 624/2439 [12:30<32:31,  1.08s/it]
Training 1/3 epoch (loss 0.5072):  26%|██▌       | 625/2439 [12:30<32:33,  1.08s/it]
Training 1/3 epoch (loss 0.6852):  26%|██▌       | 625/2439 [12:32<32:33,  1.08s/it]
Training 1/3 epoch (loss 0.6852):  26%|██▌       | 626/2439 [12:32<37:36,  1.24s/it]
Training 1/3 epoch (loss 0.6350):  26%|██▌       | 626/2439 [12:33<37:36,  1.24s/it]
Training 1/3 epoch (loss 0.6350):  26%|██▌       | 627/2439 [12:33<39:57,  1.32s/it]
Training 1/3 epoch (loss 0.5620):  26%|██▌       | 627/2439 [12:34<39:57,  1.32s/it]
Training 1/3 epoch (loss 0.5620):  26%|██▌       | 628/2439 [12:34<40:37,  1.35s/it]
Training 1/3 epoch (loss 0.6126):  26%|██▌       | 628/2439 [12:35<40:37,  1.35s/it]
Training 1/3 epoch (loss 0.6126):  26%|██▌       | 629/2439 [12:35<37:44,  1.25s/it]
Training 1/3 epoch (loss 0.5130):  26%|██▌       | 629/2439 [12:37<37:44,  1.25s/it]
Training 1/3 epoch (loss 0.5130):  26%|██▌       | 630/2439 [12:37<36:49,  1.22s/it]
Training 1/3 epoch (loss 0.4634):  26%|██▌       | 630/2439 [12:38<36:49,  1.22s/it]
Training 1/3 epoch (loss 0.4634):  26%|██▌       | 631/2439 [12:38<34:49,  1.16s/it]
Training 1/3 epoch (loss 0.4512):  26%|██▌       | 631/2439 [12:39<34:49,  1.16s/it]
Training 1/3 epoch (loss 0.4512):  26%|██▌       | 632/2439 [12:39<34:30,  1.15s/it]
Training 1/3 epoch (loss 0.5366):  26%|██▌       | 632/2439 [12:40<34:30,  1.15s/it]
Training 1/3 epoch (loss 0.5366):  26%|██▌       | 633/2439 [12:40<33:39,  1.12s/it]
Training 1/3 epoch (loss 0.6401):  26%|██▌       | 633/2439 [12:41<33:39,  1.12s/it]
Training 1/3 epoch (loss 0.6401):  26%|██▌       | 634/2439 [12:41<36:26,  1.21s/it]
Training 1/3 epoch (loss 0.5078):  26%|██▌       | 634/2439 [12:42<36:26,  1.21s/it]
Training 1/3 epoch (loss 0.5078):  26%|██▌       | 635/2439 [12:42<35:11,  1.17s/it]
Training 1/3 epoch (loss 0.5379):  26%|██▌       | 635/2439 [12:43<35:11,  1.17s/it]
Training 1/3 epoch (loss 0.5379):  26%|██▌       | 636/2439 [12:43<34:25,  1.15s/it]
Training 1/3 epoch (loss 0.5407):  26%|██▌       | 636/2439 [12:44<34:25,  1.15s/it]
Training 1/3 epoch (loss 0.5407):  26%|██▌       | 637/2439 [12:44<32:26,  1.08s/it]
Training 1/3 epoch (loss 0.5114):  26%|██▌       | 637/2439 [12:45<32:26,  1.08s/it]
Training 1/3 epoch (loss 0.5114):  26%|██▌       | 638/2439 [12:45<33:05,  1.10s/it]
Training 1/3 epoch (loss 0.6248):  26%|██▌       | 638/2439 [12:47<33:05,  1.10s/it]
Training 1/3 epoch (loss 0.6248):  26%|██▌       | 639/2439 [12:47<33:51,  1.13s/it]
Training 1/3 epoch (loss 0.5050):  26%|██▌       | 639/2439 [12:48<33:51,  1.13s/it]
Training 1/3 epoch (loss 0.5050):  26%|██▌       | 640/2439 [12:48<32:47,  1.09s/it]
Training 1/3 epoch (loss 0.4584):  26%|██▌       | 640/2439 [12:49<32:47,  1.09s/it]
Training 1/3 epoch (loss 0.4584):  26%|██▋       | 641/2439 [12:49<33:19,  1.11s/it]
Training 1/3 epoch (loss 0.4775):  26%|██▋       | 641/2439 [12:50<33:19,  1.11s/it]
Training 1/3 epoch (loss 0.4775):  26%|██▋       | 642/2439 [12:50<35:09,  1.17s/it]
Training 1/3 epoch (loss 0.5271):  26%|██▋       | 642/2439 [12:51<35:09,  1.17s/it]
Training 1/3 epoch (loss 0.5271):  26%|██▋       | 643/2439 [12:51<33:06,  1.11s/it]
Training 1/3 epoch (loss 0.5406):  26%|██▋       | 643/2439 [12:52<33:06,  1.11s/it]
Training 1/3 epoch (loss 0.5406):  26%|██▋       | 644/2439 [12:52<32:55,  1.10s/it]
Training 1/3 epoch (loss 0.4991):  26%|██▋       | 644/2439 [12:54<32:55,  1.10s/it]
Training 1/3 epoch (loss 0.4991):  26%|██▋       | 645/2439 [12:54<36:02,  1.21s/it]
Training 1/3 epoch (loss 0.5364):  26%|██▋       | 645/2439 [12:55<36:02,  1.21s/it]
Training 1/3 epoch (loss 0.5364):  26%|██▋       | 646/2439 [12:55<34:03,  1.14s/it]
Training 1/3 epoch (loss 0.4984):  26%|██▋       | 646/2439 [12:56<34:03,  1.14s/it]
Training 1/3 epoch (loss 0.4984):  27%|██▋       | 647/2439 [12:56<35:02,  1.17s/it]
Training 1/3 epoch (loss 0.5075):  27%|██▋       | 647/2439 [12:57<35:02,  1.17s/it]
Training 1/3 epoch (loss 0.5075):  27%|██▋       | 648/2439 [12:57<37:26,  1.25s/it]
Training 1/3 epoch (loss 0.5089):  27%|██▋       | 648/2439 [12:58<37:26,  1.25s/it]
Training 1/3 epoch (loss 0.5089):  27%|██▋       | 649/2439 [12:58<36:41,  1.23s/it]
Training 1/3 epoch (loss 0.5959):  27%|██▋       | 649/2439 [13:00<36:41,  1.23s/it]
Training 1/3 epoch (loss 0.5959):  27%|██▋       | 650/2439 [13:00<38:09,  1.28s/it]
Training 1/3 epoch (loss 0.5165):  27%|██▋       | 650/2439 [13:02<38:09,  1.28s/it]
Training 1/3 epoch (loss 0.5165):  27%|██▋       | 651/2439 [13:02<46:54,  1.57s/it]
Training 1/3 epoch (loss 0.4873):  27%|██▋       | 651/2439 [13:03<46:54,  1.57s/it]
Training 1/3 epoch (loss 0.4873):  27%|██▋       | 652/2439 [13:03<40:19,  1.35s/it]
Training 1/3 epoch (loss 0.4955):  27%|██▋       | 652/2439 [13:04<40:19,  1.35s/it]
Training 1/3 epoch (loss 0.4955):  27%|██▋       | 653/2439 [13:04<36:55,  1.24s/it]
Training 1/3 epoch (loss 0.5293):  27%|██▋       | 653/2439 [13:05<36:55,  1.24s/it]
Training 1/3 epoch (loss 0.5293):  27%|██▋       | 654/2439 [13:05<38:48,  1.30s/it]
Training 1/3 epoch (loss 0.5439):  27%|██▋       | 654/2439 [13:06<38:48,  1.30s/it]
Training 1/3 epoch (loss 0.5439):  27%|██▋       | 655/2439 [13:06<35:17,  1.19s/it]
Training 1/3 epoch (loss 0.4825):  27%|██▋       | 655/2439 [13:07<35:17,  1.19s/it]
Training 1/3 epoch (loss 0.4825):  27%|██▋       | 656/2439 [13:08<35:10,  1.18s/it]
Training 1/3 epoch (loss 0.5871):  27%|██▋       | 656/2439 [13:09<35:10,  1.18s/it]
Training 1/3 epoch (loss 0.5871):  27%|██▋       | 657/2439 [13:09<34:45,  1.17s/it]
Training 1/3 epoch (loss 0.5385):  27%|██▋       | 657/2439 [13:10<34:45,  1.17s/it]
Training 1/3 epoch (loss 0.5385):  27%|██▋       | 658/2439 [13:10<33:39,  1.13s/it]
Training 1/3 epoch (loss 0.4280):  27%|██▋       | 658/2439 [13:11<33:39,  1.13s/it]
Training 1/3 epoch (loss 0.4280):  27%|██▋       | 659/2439 [13:11<33:47,  1.14s/it]
Training 1/3 epoch (loss 0.4003):  27%|██▋       | 659/2439 [13:12<33:47,  1.14s/it]
Training 1/3 epoch (loss 0.4003):  27%|██▋       | 660/2439 [13:12<32:45,  1.10s/it]
Training 1/3 epoch (loss 0.4719):  27%|██▋       | 660/2439 [13:13<32:45,  1.10s/it]
Training 1/3 epoch (loss 0.4719):  27%|██▋       | 661/2439 [13:13<33:36,  1.13s/it]
Training 1/3 epoch (loss 0.5842):  27%|██▋       | 661/2439 [13:14<33:36,  1.13s/it]
Training 1/3 epoch (loss 0.5842):  27%|██▋       | 662/2439 [13:14<33:00,  1.11s/it]
Training 1/3 epoch (loss 0.5297):  27%|██▋       | 662/2439 [13:16<33:00,  1.11s/it]
Training 1/3 epoch (loss 0.5297):  27%|██▋       | 663/2439 [13:16<37:14,  1.26s/it]
Training 1/3 epoch (loss 0.4708):  27%|██▋       | 663/2439 [13:17<37:14,  1.26s/it]
Training 1/3 epoch (loss 0.4708):  27%|██▋       | 664/2439 [13:17<40:55,  1.38s/it]
Training 1/3 epoch (loss 0.5004):  27%|██▋       | 664/2439 [13:18<40:55,  1.38s/it]
Training 1/3 epoch (loss 0.5004):  27%|██▋       | 665/2439 [13:18<38:02,  1.29s/it]
Training 1/3 epoch (loss 0.5330):  27%|██▋       | 665/2439 [13:20<38:02,  1.29s/it]
Training 1/3 epoch (loss 0.5330):  27%|██▋       | 666/2439 [13:20<36:09,  1.22s/it]
Training 1/3 epoch (loss 0.5741):  27%|██▋       | 666/2439 [13:21<36:09,  1.22s/it]
Training 1/3 epoch (loss 0.5741):  27%|██▋       | 667/2439 [13:21<34:35,  1.17s/it]
Training 1/3 epoch (loss 0.5833):  27%|██▋       | 667/2439 [13:22<34:35,  1.17s/it]
Training 1/3 epoch (loss 0.5833):  27%|██▋       | 668/2439 [13:22<32:22,  1.10s/it]
Training 1/3 epoch (loss 0.6657):  27%|██▋       | 668/2439 [13:23<32:22,  1.10s/it]
Training 1/3 epoch (loss 0.6657):  27%|██▋       | 669/2439 [13:23<32:50,  1.11s/it]
Training 1/3 epoch (loss 0.4361):  27%|██▋       | 669/2439 [13:24<32:50,  1.11s/it]
Training 1/3 epoch (loss 0.4361):  27%|██▋       | 670/2439 [13:24<37:06,  1.26s/it]
Training 1/3 epoch (loss 0.6110):  27%|██▋       | 670/2439 [13:26<37:06,  1.26s/it]
Training 1/3 epoch (loss 0.6110):  28%|██▊       | 671/2439 [13:26<40:43,  1.38s/it]
Training 1/3 epoch (loss 0.4619):  28%|██▊       | 671/2439 [13:27<40:43,  1.38s/it]
Training 1/3 epoch (loss 0.4619):  28%|██▊       | 672/2439 [13:27<38:21,  1.30s/it]
Training 1/3 epoch (loss 0.5080):  28%|██▊       | 672/2439 [13:28<38:21,  1.30s/it]
Training 1/3 epoch (loss 0.5080):  28%|██▊       | 673/2439 [13:28<39:06,  1.33s/it]
Training 1/3 epoch (loss 0.4925):  28%|██▊       | 673/2439 [13:29<39:06,  1.33s/it]
Training 1/3 epoch (loss 0.4925):  28%|██▊       | 674/2439 [13:29<36:26,  1.24s/it]
Training 1/3 epoch (loss 0.4502):  28%|██▊       | 674/2439 [13:31<36:26,  1.24s/it]
Training 1/3 epoch (loss 0.4502):  28%|██▊       | 675/2439 [13:31<35:02,  1.19s/it]
Training 1/3 epoch (loss 0.4976):  28%|██▊       | 675/2439 [13:32<35:02,  1.19s/it]
Training 1/3 epoch (loss 0.4976):  28%|██▊       | 676/2439 [13:32<33:49,  1.15s/it]
Training 1/3 epoch (loss 0.5141):  28%|██▊       | 676/2439 [13:33<33:49,  1.15s/it]
Training 1/3 epoch (loss 0.5141):  28%|██▊       | 677/2439 [13:33<35:42,  1.22s/it]
Training 1/3 epoch (loss 0.4529):  28%|██▊       | 677/2439 [13:34<35:42,  1.22s/it]
Training 1/3 epoch (loss 0.4529):  28%|██▊       | 678/2439 [13:34<34:24,  1.17s/it]
Training 1/3 epoch (loss 0.6132):  28%|██▊       | 678/2439 [13:36<34:24,  1.17s/it]
Training 1/3 epoch (loss 0.6132):  28%|██▊       | 679/2439 [13:36<36:53,  1.26s/it]
Training 1/3 epoch (loss 0.4903):  28%|██▊       | 679/2439 [13:37<36:53,  1.26s/it]
Training 1/3 epoch (loss 0.4903):  28%|██▊       | 680/2439 [13:37<35:41,  1.22s/it]
Training 1/3 epoch (loss 0.4357):  28%|██▊       | 680/2439 [13:38<35:41,  1.22s/it]
Training 1/3 epoch (loss 0.4357):  28%|██▊       | 681/2439 [13:38<34:58,  1.19s/it]
Training 1/3 epoch (loss 0.5275):  28%|██▊       | 681/2439 [13:39<34:58,  1.19s/it]
Training 1/3 epoch (loss 0.5275):  28%|██▊       | 682/2439 [13:39<35:19,  1.21s/it]
Training 1/3 epoch (loss 0.5369):  28%|██▊       | 682/2439 [13:40<35:19,  1.21s/it]
Training 1/3 epoch (loss 0.5369):  28%|██▊       | 683/2439 [13:40<33:20,  1.14s/it]
Training 1/3 epoch (loss 0.4617):  28%|██▊       | 683/2439 [13:41<33:20,  1.14s/it]
Training 1/3 epoch (loss 0.4617):  28%|██▊       | 684/2439 [13:41<34:30,  1.18s/it]
Training 1/3 epoch (loss 0.5104):  28%|██▊       | 684/2439 [13:42<34:30,  1.18s/it]
Training 1/3 epoch (loss 0.5104):  28%|██▊       | 685/2439 [13:42<35:00,  1.20s/it]
Training 1/3 epoch (loss 0.4323):  28%|██▊       | 685/2439 [13:44<35:00,  1.20s/it]
Training 1/3 epoch (loss 0.4323):  28%|██▊       | 686/2439 [13:44<34:43,  1.19s/it]
Training 1/3 epoch (loss 0.5329):  28%|██▊       | 686/2439 [13:45<34:43,  1.19s/it]
Training 1/3 epoch (loss 0.5329):  28%|██▊       | 687/2439 [13:45<34:31,  1.18s/it]
Training 1/3 epoch (loss 0.4517):  28%|██▊       | 687/2439 [13:46<34:31,  1.18s/it]
Training 1/3 epoch (loss 0.4517):  28%|██▊       | 688/2439 [13:46<34:27,  1.18s/it]
Training 1/3 epoch (loss 0.4811):  28%|██▊       | 688/2439 [13:47<34:27,  1.18s/it]
Training 1/3 epoch (loss 0.4811):  28%|██▊       | 689/2439 [13:47<35:41,  1.22s/it]
Training 1/3 epoch (loss 0.4596):  28%|██▊       | 689/2439 [13:48<35:41,  1.22s/it]
Training 1/3 epoch (loss 0.4596):  28%|██▊       | 690/2439 [13:48<33:47,  1.16s/it]
Training 1/3 epoch (loss 0.4711):  28%|██▊       | 690/2439 [13:49<33:47,  1.16s/it]
Training 1/3 epoch (loss 0.4711):  28%|██▊       | 691/2439 [13:49<33:30,  1.15s/it]
Training 1/3 epoch (loss 0.5385):  28%|██▊       | 691/2439 [13:51<33:30,  1.15s/it]
Training 1/3 epoch (loss 0.5385):  28%|██▊       | 692/2439 [13:51<33:21,  1.15s/it]
Training 1/3 epoch (loss 0.4795):  28%|██▊       | 692/2439 [13:52<33:21,  1.15s/it]
Training 1/3 epoch (loss 0.4795):  28%|██▊       | 693/2439 [13:52<36:12,  1.24s/it]
Training 1/3 epoch (loss 0.4896):  28%|██▊       | 693/2439 [13:53<36:12,  1.24s/it]
Training 1/3 epoch (loss 0.4896):  28%|██▊       | 694/2439 [13:53<34:00,  1.17s/it]
Training 1/3 epoch (loss 0.4807):  28%|██▊       | 694/2439 [13:54<34:00,  1.17s/it]
Training 1/3 epoch (loss 0.4807):  28%|██▊       | 695/2439 [13:54<34:39,  1.19s/it]
Training 1/3 epoch (loss 0.5077):  28%|██▊       | 695/2439 [13:56<34:39,  1.19s/it]
Training 1/3 epoch (loss 0.5077):  29%|██▊       | 696/2439 [13:56<34:45,  1.20s/it]
Training 1/3 epoch (loss 0.5045):  29%|██▊       | 696/2439 [13:57<34:45,  1.20s/it]
Training 1/3 epoch (loss 0.5045):  29%|██▊       | 697/2439 [13:57<35:17,  1.22s/it]
Training 1/3 epoch (loss 0.5804):  29%|██▊       | 697/2439 [13:58<35:17,  1.22s/it]
Training 1/3 epoch (loss 0.5804):  29%|██▊       | 698/2439 [13:58<38:56,  1.34s/it]
Training 1/3 epoch (loss 0.5368):  29%|██▊       | 698/2439 [14:00<38:56,  1.34s/it]
Training 1/3 epoch (loss 0.5368):  29%|██▊       | 699/2439 [14:00<41:46,  1.44s/it]
Training 1/3 epoch (loss 0.5658):  29%|██▊       | 699/2439 [14:01<41:46,  1.44s/it]
Training 1/3 epoch (loss 0.5658):  29%|██▊       | 700/2439 [14:01<38:57,  1.34s/it]
Training 1/3 epoch (loss 0.6247):  29%|██▊       | 700/2439 [14:02<38:57,  1.34s/it]
Training 1/3 epoch (loss 0.6247):  29%|██▊       | 701/2439 [14:02<37:37,  1.30s/it]
Training 1/3 epoch (loss 0.5052):  29%|██▊       | 701/2439 [14:04<37:37,  1.30s/it]
Training 1/3 epoch (loss 0.5052):  29%|██▉       | 702/2439 [14:04<36:41,  1.27s/it]
Training 1/3 epoch (loss 0.5855):  29%|██▉       | 702/2439 [14:05<36:41,  1.27s/it]
Training 1/3 epoch (loss 0.5855):  29%|██▉       | 703/2439 [14:05<40:27,  1.40s/it]
Training 1/3 epoch (loss 0.6144):  29%|██▉       | 703/2439 [14:07<40:27,  1.40s/it]
Training 1/3 epoch (loss 0.6144):  29%|██▉       | 704/2439 [14:07<38:56,  1.35s/it]
Training 1/3 epoch (loss 0.4505):  29%|██▉       | 704/2439 [14:08<38:56,  1.35s/it]
Training 1/3 epoch (loss 0.4505):  29%|██▉       | 705/2439 [14:08<35:39,  1.23s/it]
Training 1/3 epoch (loss 0.6786):  29%|██▉       | 705/2439 [14:09<35:39,  1.23s/it]
Training 1/3 epoch (loss 0.6786):  29%|██▉       | 706/2439 [14:09<35:14,  1.22s/it]
Training 1/3 epoch (loss 0.3750):  29%|██▉       | 706/2439 [14:10<35:14,  1.22s/it]
Training 1/3 epoch (loss 0.3750):  29%|██▉       | 707/2439 [14:10<31:42,  1.10s/it]
Training 1/3 epoch (loss 0.5458):  29%|██▉       | 707/2439 [14:11<31:42,  1.10s/it]
Training 1/3 epoch (loss 0.5458):  29%|██▉       | 708/2439 [14:11<32:12,  1.12s/it]
Training 1/3 epoch (loss 0.4616):  29%|██▉       | 708/2439 [14:12<32:12,  1.12s/it]
Training 1/3 epoch (loss 0.4616):  29%|██▉       | 709/2439 [14:12<34:09,  1.18s/it]
Training 1/3 epoch (loss 0.4601):  29%|██▉       | 709/2439 [14:13<34:09,  1.18s/it]
Training 1/3 epoch (loss 0.4601):  29%|██▉       | 710/2439 [14:13<32:20,  1.12s/it]
Training 1/3 epoch (loss 0.5243):  29%|██▉       | 710/2439 [14:14<32:20,  1.12s/it]
Training 1/3 epoch (loss 0.5243):  29%|██▉       | 711/2439 [14:14<31:53,  1.11s/it]
Training 1/3 epoch (loss 0.5529):  29%|██▉       | 711/2439 [14:15<31:53,  1.11s/it]
Training 1/3 epoch (loss 0.5529):  29%|██▉       | 712/2439 [14:15<31:29,  1.09s/it]
Training 1/3 epoch (loss 0.4951):  29%|██▉       | 712/2439 [14:16<31:29,  1.09s/it]
Training 1/3 epoch (loss 0.4951):  29%|██▉       | 713/2439 [14:16<32:08,  1.12s/it]
Training 1/3 epoch (loss 0.4807):  29%|██▉       | 713/2439 [14:19<32:08,  1.12s/it]
Training 1/3 epoch (loss 0.4807):  29%|██▉       | 714/2439 [14:19<42:52,  1.49s/it]
Training 1/3 epoch (loss 0.5282):  29%|██▉       | 714/2439 [14:20<42:52,  1.49s/it]
Training 1/3 epoch (loss 0.5282):  29%|██▉       | 715/2439 [14:20<38:39,  1.35s/it]
Training 1/3 epoch (loss 0.5038):  29%|██▉       | 715/2439 [14:21<38:39,  1.35s/it]
Training 1/3 epoch (loss 0.5038):  29%|██▉       | 716/2439 [14:21<35:31,  1.24s/it]
Training 1/3 epoch (loss 0.4338):  29%|██▉       | 716/2439 [14:21<35:31,  1.24s/it]
Training 1/3 epoch (loss 0.4338):  29%|██▉       | 717/2439 [14:21<31:55,  1.11s/it]
Training 1/3 epoch (loss 0.6138):  29%|██▉       | 717/2439 [14:23<31:55,  1.11s/it]
Training 1/3 epoch (loss 0.6138):  29%|██▉       | 718/2439 [14:23<32:57,  1.15s/it]
Training 1/3 epoch (loss 0.5127):  29%|██▉       | 718/2439 [14:24<32:57,  1.15s/it]
Training 1/3 epoch (loss 0.5127):  29%|██▉       | 719/2439 [14:24<32:29,  1.13s/it]
Training 1/3 epoch (loss 0.4743):  29%|██▉       | 719/2439 [14:25<32:29,  1.13s/it]
Training 1/3 epoch (loss 0.4743):  30%|██▉       | 720/2439 [14:25<35:16,  1.23s/it]
Training 1/3 epoch (loss 0.4902):  30%|██▉       | 720/2439 [14:26<35:16,  1.23s/it]
Training 1/3 epoch (loss 0.4902):  30%|██▉       | 721/2439 [14:26<33:06,  1.16s/it]
Training 1/3 epoch (loss 0.6493):  30%|██▉       | 721/2439 [14:27<33:06,  1.16s/it]
Training 1/3 epoch (loss 0.6493):  30%|██▉       | 722/2439 [14:27<33:20,  1.17s/it]
Training 1/3 epoch (loss 0.4835):  30%|██▉       | 722/2439 [14:28<33:20,  1.17s/it]
Training 1/3 epoch (loss 0.4835):  30%|██▉       | 723/2439 [14:28<31:43,  1.11s/it]
Training 1/3 epoch (loss 0.4758):  30%|██▉       | 723/2439 [14:31<31:43,  1.11s/it]
Training 1/3 epoch (loss 0.4758):  30%|██▉       | 724/2439 [14:31<41:48,  1.46s/it]
Training 1/3 epoch (loss 0.5412):  30%|██▉       | 724/2439 [14:32<41:48,  1.46s/it]
Training 1/3 epoch (loss 0.5412):  30%|██▉       | 725/2439 [14:32<38:00,  1.33s/it]
Training 1/3 epoch (loss 0.5771):  30%|██▉       | 725/2439 [14:33<38:00,  1.33s/it]
Training 1/3 epoch (loss 0.5771):  30%|██▉       | 726/2439 [14:33<37:54,  1.33s/it]
Training 1/3 epoch (loss 0.5137):  30%|██▉       | 726/2439 [14:35<37:54,  1.33s/it]
Training 1/3 epoch (loss 0.5137):  30%|██▉       | 727/2439 [14:35<39:49,  1.40s/it]
Training 1/3 epoch (loss 0.7112):  30%|██▉       | 727/2439 [14:37<39:49,  1.40s/it]
Training 1/3 epoch (loss 0.7112):  30%|██▉       | 728/2439 [14:37<47:31,  1.67s/it]
Training 1/3 epoch (loss 0.4906):  30%|██▉       | 728/2439 [14:38<47:31,  1.67s/it]
Training 1/3 epoch (loss 0.4906):  30%|██▉       | 729/2439 [14:38<42:22,  1.49s/it]
Training 1/3 epoch (loss 0.5178):  30%|██▉       | 729/2439 [14:39<42:22,  1.49s/it]
Training 1/3 epoch (loss 0.5178):  30%|██▉       | 730/2439 [14:39<39:05,  1.37s/it]
Training 1/3 epoch (loss 0.5258):  30%|██▉       | 730/2439 [14:40<39:05,  1.37s/it]
Training 1/3 epoch (loss 0.5258):  30%|██▉       | 731/2439 [14:40<36:07,  1.27s/it]
Training 1/3 epoch (loss 0.4781):  30%|██▉       | 731/2439 [14:41<36:07,  1.27s/it]
Training 1/3 epoch (loss 0.4781):  30%|███       | 732/2439 [14:41<34:46,  1.22s/it]
Training 1/3 epoch (loss 0.5453):  30%|███       | 732/2439 [14:42<34:46,  1.22s/it]
Training 1/3 epoch (loss 0.5453):  30%|███       | 733/2439 [14:42<33:24,  1.18s/it]
Training 1/3 epoch (loss 0.5470):  30%|███       | 733/2439 [14:44<33:24,  1.18s/it]
Training 1/3 epoch (loss 0.5470):  30%|███       | 734/2439 [14:44<34:39,  1.22s/it]
Training 1/3 epoch (loss 0.6096):  30%|███       | 734/2439 [14:45<34:39,  1.22s/it]
Training 1/3 epoch (loss 0.6096):  30%|███       | 735/2439 [14:45<34:08,  1.20s/it]
Training 1/3 epoch (loss 0.5188):  30%|███       | 735/2439 [14:46<34:08,  1.20s/it]
Training 1/3 epoch (loss 0.5188):  30%|███       | 736/2439 [14:46<32:23,  1.14s/it]
Training 1/3 epoch (loss 0.5127):  30%|███       | 736/2439 [14:47<32:23,  1.14s/it]
Training 1/3 epoch (loss 0.5127):  30%|███       | 737/2439 [14:47<35:22,  1.25s/it]
Training 1/3 epoch (loss 0.5021):  30%|███       | 737/2439 [14:48<35:22,  1.25s/it]
Training 1/3 epoch (loss 0.5021):  30%|███       | 738/2439 [14:48<34:44,  1.23s/it]
Training 1/3 epoch (loss 0.5144):  30%|███       | 738/2439 [14:49<34:44,  1.23s/it]
Training 1/3 epoch (loss 0.5144):  30%|███       | 739/2439 [14:49<33:29,  1.18s/it]
Training 1/3 epoch (loss 0.4670):  30%|███       | 739/2439 [14:50<33:29,  1.18s/it]
Training 1/3 epoch (loss 0.4670):  30%|███       | 740/2439 [14:50<31:23,  1.11s/it]
Training 1/3 epoch (loss 0.4647):  30%|███       | 740/2439 [14:51<31:23,  1.11s/it]
Training 1/3 epoch (loss 0.4647):  30%|███       | 741/2439 [14:51<30:12,  1.07s/it]
Training 1/3 epoch (loss 0.4591):  30%|███       | 741/2439 [14:52<30:12,  1.07s/it]
Training 1/3 epoch (loss 0.4591):  30%|███       | 742/2439 [14:52<28:27,  1.01s/it]
Training 1/3 epoch (loss 0.5331):  30%|███       | 742/2439 [14:53<28:27,  1.01s/it]
Training 1/3 epoch (loss 0.5331):  30%|███       | 743/2439 [14:53<28:47,  1.02s/it]
Training 1/3 epoch (loss 0.4942):  30%|███       | 743/2439 [14:55<28:47,  1.02s/it]
Training 1/3 epoch (loss 0.4942):  31%|███       | 744/2439 [14:55<35:15,  1.25s/it]
Training 1/3 epoch (loss 0.4998):  31%|███       | 744/2439 [14:56<35:15,  1.25s/it]
Training 1/3 epoch (loss 0.4998):  31%|███       | 745/2439 [14:56<32:16,  1.14s/it]
Training 1/3 epoch (loss 0.5123):  31%|███       | 745/2439 [14:57<32:16,  1.14s/it]
Training 1/3 epoch (loss 0.5123):  31%|███       | 746/2439 [14:57<30:31,  1.08s/it]
Training 1/3 epoch (loss 0.4347):  31%|███       | 746/2439 [14:58<30:31,  1.08s/it]
Training 1/3 epoch (loss 0.4347):  31%|███       | 747/2439 [14:58<30:45,  1.09s/it]
Training 1/3 epoch (loss 0.5618):  31%|███       | 747/2439 [14:59<30:45,  1.09s/it]
Training 1/3 epoch (loss 0.5618):  31%|███       | 748/2439 [14:59<30:59,  1.10s/it]
Training 1/3 epoch (loss 0.4813):  31%|███       | 748/2439 [15:00<30:59,  1.10s/it]
Training 1/3 epoch (loss 0.4813):  31%|███       | 749/2439 [15:00<29:57,  1.06s/it]
Training 1/3 epoch (loss 0.5232):  31%|███       | 749/2439 [15:02<29:57,  1.06s/it]
Training 1/3 epoch (loss 0.5232):  31%|███       | 750/2439 [15:02<33:11,  1.18s/it]
Training 1/3 epoch (loss 0.5230):  31%|███       | 750/2439 [15:03<33:11,  1.18s/it]
Training 1/3 epoch (loss 0.5230):  31%|███       | 751/2439 [15:03<32:15,  1.15s/it]
Training 1/3 epoch (loss 0.4866):  31%|███       | 751/2439 [15:04<32:15,  1.15s/it]
Training 1/3 epoch (loss 0.4866):  31%|███       | 752/2439 [15:04<32:03,  1.14s/it]
Training 1/3 epoch (loss 0.4966):  31%|███       | 752/2439 [15:05<32:03,  1.14s/it]
Training 1/3 epoch (loss 0.4966):  31%|███       | 753/2439 [15:05<31:09,  1.11s/it]
Training 1/3 epoch (loss 0.5197):  31%|███       | 753/2439 [15:06<31:09,  1.11s/it]
Training 1/3 epoch (loss 0.5197):  31%|███       | 754/2439 [15:06<34:38,  1.23s/it]
Training 1/3 epoch (loss 0.5187):  31%|███       | 754/2439 [15:07<34:38,  1.23s/it]
Training 1/3 epoch (loss 0.5187):  31%|███       | 755/2439 [15:07<33:47,  1.20s/it]
Training 1/3 epoch (loss 0.4906):  31%|███       | 755/2439 [15:09<33:47,  1.20s/it]
Training 1/3 epoch (loss 0.4906):  31%|███       | 756/2439 [15:09<33:01,  1.18s/it]
Training 1/3 epoch (loss 0.5976):  31%|███       | 756/2439 [15:10<33:01,  1.18s/it]
Training 1/3 epoch (loss 0.5976):  31%|███       | 757/2439 [15:10<34:46,  1.24s/it]
Training 1/3 epoch (loss 0.5999):  31%|███       | 757/2439 [15:11<34:46,  1.24s/it]
Training 1/3 epoch (loss 0.5999):  31%|███       | 758/2439 [15:11<33:38,  1.20s/it]
Training 1/3 epoch (loss 0.4680):  31%|███       | 758/2439 [15:12<33:38,  1.20s/it]
Training 1/3 epoch (loss 0.4680):  31%|███       | 759/2439 [15:12<31:33,  1.13s/it]
Training 1/3 epoch (loss 0.5207):  31%|███       | 759/2439 [15:13<31:33,  1.13s/it]
Training 1/3 epoch (loss 0.5207):  31%|███       | 760/2439 [15:13<33:50,  1.21s/it]
Training 1/3 epoch (loss 0.4769):  31%|███       | 760/2439 [15:14<33:50,  1.21s/it]
Training 1/3 epoch (loss 0.4769):  31%|███       | 761/2439 [15:14<31:39,  1.13s/it]
Training 1/3 epoch (loss 0.5302):  31%|███       | 761/2439 [15:16<31:39,  1.13s/it]
Training 1/3 epoch (loss 0.5302):  31%|███       | 762/2439 [15:16<31:29,  1.13s/it]
Training 1/3 epoch (loss 0.4531):  31%|███       | 762/2439 [15:17<31:29,  1.13s/it]
Training 1/3 epoch (loss 0.4531):  31%|███▏      | 763/2439 [15:17<30:29,  1.09s/it]
Training 1/3 epoch (loss 0.5309):  31%|███▏      | 763/2439 [15:17<30:29,  1.09s/it]
Training 1/3 epoch (loss 0.5309):  31%|███▏      | 764/2439 [15:17<29:15,  1.05s/it]
Training 1/3 epoch (loss 0.4769):  31%|███▏      | 764/2439 [15:19<29:15,  1.05s/it]
Training 1/3 epoch (loss 0.4769):  31%|███▏      | 765/2439 [15:19<29:09,  1.05s/it]
Training 1/3 epoch (loss 0.5506):  31%|███▏      | 765/2439 [15:20<29:09,  1.05s/it]
Training 1/3 epoch (loss 0.5506):  31%|███▏      | 766/2439 [15:20<29:31,  1.06s/it]
Training 1/3 epoch (loss 0.5284):  31%|███▏      | 766/2439 [15:21<29:31,  1.06s/it]
Training 1/3 epoch (loss 0.5284):  31%|███▏      | 767/2439 [15:21<30:10,  1.08s/it]
Training 1/3 epoch (loss 0.5480):  31%|███▏      | 767/2439 [15:22<30:10,  1.08s/it]
Training 1/3 epoch (loss 0.5480):  31%|███▏      | 768/2439 [15:22<30:08,  1.08s/it]
Training 1/3 epoch (loss 0.4885):  31%|███▏      | 768/2439 [15:23<30:08,  1.08s/it]
Training 1/3 epoch (loss 0.4885):  32%|███▏      | 769/2439 [15:23<31:58,  1.15s/it]
Training 1/3 epoch (loss 0.5177):  32%|███▏      | 769/2439 [15:24<31:58,  1.15s/it]
Training 1/3 epoch (loss 0.5177):  32%|███▏      | 770/2439 [15:24<31:07,  1.12s/it]
Training 1/3 epoch (loss 0.5527):  32%|███▏      | 770/2439 [15:25<31:07,  1.12s/it]
Training 1/3 epoch (loss 0.5527):  32%|███▏      | 771/2439 [15:25<30:10,  1.09s/it]
Training 1/3 epoch (loss 0.4495):  32%|███▏      | 771/2439 [15:26<30:10,  1.09s/it]
Training 1/3 epoch (loss 0.4495):  32%|███▏      | 772/2439 [15:26<29:53,  1.08s/it]
Training 1/3 epoch (loss 0.5644):  32%|███▏      | 772/2439 [15:27<29:53,  1.08s/it]
Training 1/3 epoch (loss 0.5644):  32%|███▏      | 773/2439 [15:27<28:33,  1.03s/it]
Training 1/3 epoch (loss 0.5102):  32%|███▏      | 773/2439 [15:29<28:33,  1.03s/it]
Training 1/3 epoch (loss 0.5102):  32%|███▏      | 774/2439 [15:29<32:19,  1.16s/it]
Training 1/3 epoch (loss 0.4265):  32%|███▏      | 774/2439 [15:30<32:19,  1.16s/it]
Training 1/3 epoch (loss 0.4265):  32%|███▏      | 775/2439 [15:30<29:59,  1.08s/it]
Training 1/3 epoch (loss 0.5405):  32%|███▏      | 775/2439 [15:31<29:59,  1.08s/it]
Training 1/3 epoch (loss 0.5405):  32%|███▏      | 776/2439 [15:31<30:37,  1.10s/it]
Training 1/3 epoch (loss 0.4706):  32%|███▏      | 776/2439 [15:32<30:37,  1.10s/it]
Training 1/3 epoch (loss 0.4706):  32%|███▏      | 777/2439 [15:32<31:33,  1.14s/it]
Training 1/3 epoch (loss 0.6338):  32%|███▏      | 777/2439 [15:33<31:33,  1.14s/it]
Training 1/3 epoch (loss 0.6338):  32%|███▏      | 778/2439 [15:33<33:52,  1.22s/it]
Training 1/3 epoch (loss 0.5507):  32%|███▏      | 778/2439 [15:35<33:52,  1.22s/it]
Training 1/3 epoch (loss 0.5507):  32%|███▏      | 779/2439 [15:35<35:22,  1.28s/it]
Training 1/3 epoch (loss 0.4071):  32%|███▏      | 779/2439 [15:37<35:22,  1.28s/it]
Training 1/3 epoch (loss 0.4071):  32%|███▏      | 780/2439 [15:37<42:40,  1.54s/it]
Training 1/3 epoch (loss 0.3329):  32%|███▏      | 780/2439 [15:39<42:40,  1.54s/it]
Training 1/3 epoch (loss 0.3329):  32%|███▏      | 781/2439 [15:39<47:12,  1.71s/it]
Training 1/3 epoch (loss 0.5235):  32%|███▏      | 781/2439 [15:40<47:12,  1.71s/it]
Training 1/3 epoch (loss 0.5235):  32%|███▏      | 782/2439 [15:40<40:15,  1.46s/it]
Training 1/3 epoch (loss 0.4961):  32%|███▏      | 782/2439 [15:41<40:15,  1.46s/it]
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Training 1/3 epoch (loss 0.4928):  32%|███▏      | 783/2439 [15:42<40:39,  1.47s/it]
Training 1/3 epoch (loss 0.4928):  32%|███▏      | 784/2439 [15:42<36:35,  1.33s/it]
Training 1/3 epoch (loss 0.5497):  32%|███▏      | 784/2439 [15:43<36:35,  1.33s/it]
Training 1/3 epoch (loss 0.5497):  32%|███▏      | 785/2439 [15:43<33:26,  1.21s/it]
Training 1/3 epoch (loss 0.4416):  32%|███▏      | 785/2439 [15:45<33:26,  1.21s/it]
Training 1/3 epoch (loss 0.4416):  32%|███▏      | 786/2439 [15:45<33:21,  1.21s/it]
Training 1/3 epoch (loss 0.5424):  32%|███▏      | 786/2439 [15:46<33:21,  1.21s/it]
Training 1/3 epoch (loss 0.5424):  32%|███▏      | 787/2439 [15:46<32:41,  1.19s/it]
Training 1/3 epoch (loss 0.5482):  32%|███▏      | 787/2439 [15:47<32:41,  1.19s/it]
Training 1/3 epoch (loss 0.5482):  32%|███▏      | 788/2439 [15:47<31:06,  1.13s/it]
Training 1/3 epoch (loss 0.5414):  32%|███▏      | 788/2439 [15:48<31:06,  1.13s/it]
Training 1/3 epoch (loss 0.5414):  32%|███▏      | 789/2439 [15:48<29:08,  1.06s/it]
Training 1/3 epoch (loss 0.5871):  32%|███▏      | 789/2439 [15:49<29:08,  1.06s/it]
Training 1/3 epoch (loss 0.5871):  32%|███▏      | 790/2439 [15:49<31:56,  1.16s/it]
Training 1/3 epoch (loss 0.5190):  32%|███▏      | 790/2439 [15:50<31:56,  1.16s/it]
Training 1/3 epoch (loss 0.5190):  32%|███▏      | 791/2439 [15:50<30:19,  1.10s/it]
Training 1/3 epoch (loss 0.4746):  32%|███▏      | 791/2439 [15:51<30:19,  1.10s/it]
Training 1/3 epoch (loss 0.4746):  32%|███▏      | 792/2439 [15:51<33:19,  1.21s/it]
Training 1/3 epoch (loss 0.5755):  32%|███▏      | 792/2439 [15:52<33:19,  1.21s/it]
Training 1/3 epoch (loss 0.5755):  33%|███▎      | 793/2439 [15:52<31:23,  1.14s/it]
Training 1/3 epoch (loss 0.6034):  33%|███▎      | 793/2439 [15:54<31:23,  1.14s/it]
Training 1/3 epoch (loss 0.6034):  33%|███▎      | 794/2439 [15:54<31:39,  1.15s/it]
Training 1/3 epoch (loss 0.4461):  33%|███▎      | 794/2439 [15:54<31:39,  1.15s/it]
Training 1/3 epoch (loss 0.4461):  33%|███▎      | 795/2439 [15:54<29:15,  1.07s/it]
Training 1/3 epoch (loss 0.5431):  33%|███▎      | 795/2439 [15:56<29:15,  1.07s/it]
Training 1/3 epoch (loss 0.5431):  33%|███▎      | 796/2439 [15:56<29:48,  1.09s/it]
Training 1/3 epoch (loss 0.4587):  33%|███▎      | 796/2439 [15:57<29:48,  1.09s/it]
Training 1/3 epoch (loss 0.4587):  33%|███▎      | 797/2439 [15:57<29:07,  1.06s/it]
Training 1/3 epoch (loss 0.4211):  33%|███▎      | 797/2439 [15:57<29:07,  1.06s/it]
Training 1/3 epoch (loss 0.4211):  33%|███▎      | 798/2439 [15:57<27:50,  1.02s/it]
Training 1/3 epoch (loss 0.5381):  33%|███▎      | 798/2439 [15:59<27:50,  1.02s/it]
Training 1/3 epoch (loss 0.5381):  33%|███▎      | 799/2439 [15:59<32:03,  1.17s/it]
Training 1/3 epoch (loss 0.4361):  33%|███▎      | 799/2439 [16:00<32:03,  1.17s/it]
Training 1/3 epoch (loss 0.4361):  33%|███▎      | 800/2439 [16:00<32:02,  1.17s/it]
Training 1/3 epoch (loss 0.5471):  33%|███▎      | 800/2439 [16:01<32:02,  1.17s/it]
Training 1/3 epoch (loss 0.5471):  33%|███▎      | 801/2439 [16:01<30:11,  1.11s/it]
Training 1/3 epoch (loss 0.5225):  33%|███▎      | 801/2439 [16:02<30:11,  1.11s/it]
Training 1/3 epoch (loss 0.5225):  33%|███▎      | 802/2439 [16:02<30:19,  1.11s/it]
Training 1/3 epoch (loss 0.5910):  33%|███▎      | 802/2439 [16:03<30:19,  1.11s/it]
Training 1/3 epoch (loss 0.5910):  33%|███▎      | 803/2439 [16:03<30:34,  1.12s/it]
Training 1/3 epoch (loss 0.4377):  33%|███▎      | 803/2439 [16:04<30:34,  1.12s/it]
Training 1/3 epoch (loss 0.4377):  33%|███▎      | 804/2439 [16:04<29:36,  1.09s/it]
Training 1/3 epoch (loss 0.5368):  33%|███▎      | 804/2439 [16:05<29:36,  1.09s/it]
Training 1/3 epoch (loss 0.5368):  33%|███▎      | 805/2439 [16:05<27:52,  1.02s/it]
Training 1/3 epoch (loss 0.4953):  33%|███▎      | 805/2439 [16:06<27:52,  1.02s/it]
Training 1/3 epoch (loss 0.4953):  33%|███▎      | 806/2439 [16:06<29:04,  1.07s/it]
Training 1/3 epoch (loss 0.5685):  33%|███▎      | 806/2439 [16:08<29:04,  1.07s/it]
Training 1/3 epoch (loss 0.5685):  33%|███▎      | 807/2439 [16:08<31:14,  1.15s/it]
Training 1/3 epoch (loss 0.5783):  33%|███▎      | 807/2439 [16:09<31:14,  1.15s/it]
Training 1/3 epoch (loss 0.5783):  33%|███▎      | 808/2439 [16:09<31:01,  1.14s/it]
Training 1/3 epoch (loss 0.5211):  33%|███▎      | 808/2439 [16:10<31:01,  1.14s/it]
Training 1/3 epoch (loss 0.5211):  33%|███▎      | 809/2439 [16:10<30:37,  1.13s/it]
Training 1/3 epoch (loss 0.4303):  33%|███▎      | 809/2439 [16:11<30:37,  1.13s/it]
Training 1/3 epoch (loss 0.4303):  33%|███▎      | 810/2439 [16:11<29:53,  1.10s/it]
Training 1/3 epoch (loss 0.4778):  33%|███▎      | 810/2439 [16:12<29:53,  1.10s/it]
Training 1/3 epoch (loss 0.4778):  33%|███▎      | 811/2439 [16:12<28:53,  1.07s/it]
Training 1/3 epoch (loss 0.5356):  33%|███▎      | 811/2439 [16:13<28:53,  1.07s/it]
Training 1/3 epoch (loss 0.5356):  33%|███▎      | 812/2439 [16:13<31:31,  1.16s/it]
Training 1/3 epoch (loss 0.4810):  33%|███▎      | 812/2439 [16:14<31:31,  1.16s/it]
Training 1/3 epoch (loss 0.4810):  33%|███▎      | 813/2439 [16:14<28:11,  1.04s/it]
Training 2/3 epoch (loss 0.4065):  33%|███▎      | 813/2439 [16:16<28:11,  1.04s/it]
Training 2/3 epoch (loss 0.4065):  33%|███▎      | 814/2439 [16:16<30:40,  1.13s/it]
Training 2/3 epoch (loss 0.5027):  33%|███▎      | 814/2439 [16:17<30:40,  1.13s/it]
Training 2/3 epoch (loss 0.5027):  33%|███▎      | 815/2439 [16:17<29:35,  1.09s/it]
Training 2/3 epoch (loss 0.3869):  33%|███▎      | 815/2439 [16:18<29:35,  1.09s/it]
Training 2/3 epoch (loss 0.3869):  33%|███▎      | 816/2439 [16:18<29:37,  1.10s/it]
Training 2/3 epoch (loss 0.3749):  33%|███▎      | 816/2439 [16:20<29:37,  1.10s/it]
Training 2/3 epoch (loss 0.3749):  33%|███▎      | 817/2439 [16:20<37:16,  1.38s/it]
Training 2/3 epoch (loss 0.4568):  33%|███▎      | 817/2439 [16:21<37:16,  1.38s/it]
Training 2/3 epoch (loss 0.4568):  34%|███▎      | 818/2439 [16:21<33:17,  1.23s/it]
Training 2/3 epoch (loss 0.4473):  34%|███▎      | 818/2439 [16:22<33:17,  1.23s/it]
Training 2/3 epoch (loss 0.4473):  34%|███▎      | 819/2439 [16:22<35:08,  1.30s/it]
Training 2/3 epoch (loss 0.4561):  34%|███▎      | 819/2439 [16:23<35:08,  1.30s/it]
Training 2/3 epoch (loss 0.4561):  34%|███▎      | 820/2439 [16:23<33:03,  1.23s/it]
Training 2/3 epoch (loss 0.4059):  34%|███▎      | 820/2439 [16:24<33:03,  1.23s/it]
Training 2/3 epoch (loss 0.4059):  34%|███▎      | 821/2439 [16:24<32:12,  1.19s/it]
Training 2/3 epoch (loss 0.3985):  34%|███▎      | 821/2439 [16:25<32:12,  1.19s/it]
Training 2/3 epoch (loss 0.3985):  34%|███▎      | 822/2439 [16:25<33:05,  1.23s/it]
Training 2/3 epoch (loss 0.4455):  34%|███▎      | 822/2439 [16:27<33:05,  1.23s/it]
Training 2/3 epoch (loss 0.4455):  34%|███▎      | 823/2439 [16:27<36:41,  1.36s/it]
Training 2/3 epoch (loss 0.4434):  34%|███▎      | 823/2439 [16:28<36:41,  1.36s/it]
Training 2/3 epoch (loss 0.4434):  34%|███▍      | 824/2439 [16:28<35:08,  1.31s/it]
Training 2/3 epoch (loss 0.4104):  34%|███▍      | 824/2439 [16:30<35:08,  1.31s/it]
Training 2/3 epoch (loss 0.4104):  34%|███▍      | 825/2439 [16:30<34:49,  1.29s/it]
Training 2/3 epoch (loss 0.4360):  34%|███▍      | 825/2439 [16:31<34:49,  1.29s/it]
Training 2/3 epoch (loss 0.4360):  34%|███▍      | 826/2439 [16:31<34:31,  1.28s/it]
Training 2/3 epoch (loss 0.3652):  34%|███▍      | 826/2439 [16:32<34:31,  1.28s/it]
Training 2/3 epoch (loss 0.3652):  34%|███▍      | 827/2439 [16:32<31:55,  1.19s/it]
Training 2/3 epoch (loss 0.3498):  34%|███▍      | 827/2439 [16:33<31:55,  1.19s/it]
Training 2/3 epoch (loss 0.3498):  34%|███▍      | 828/2439 [16:33<34:53,  1.30s/it]
Training 2/3 epoch (loss 0.3835):  34%|███▍      | 828/2439 [16:35<34:53,  1.30s/it]
Training 2/3 epoch (loss 0.3835):  34%|███▍      | 829/2439 [16:35<33:43,  1.26s/it]
Training 2/3 epoch (loss 0.3923):  34%|███▍      | 829/2439 [16:36<33:43,  1.26s/it]
Training 2/3 epoch (loss 0.3923):  34%|███▍      | 830/2439 [16:36<34:43,  1.29s/it]
Training 2/3 epoch (loss 0.3198):  34%|███▍      | 830/2439 [16:37<34:43,  1.29s/it]
Training 2/3 epoch (loss 0.3198):  34%|███▍      | 831/2439 [16:37<32:50,  1.23s/it]
Training 2/3 epoch (loss 0.4456):  34%|███▍      | 831/2439 [16:38<32:50,  1.23s/it]
Training 2/3 epoch (loss 0.4456):  34%|███▍      | 832/2439 [16:38<32:06,  1.20s/it]
Training 2/3 epoch (loss 0.4336):  34%|███▍      | 832/2439 [16:39<32:06,  1.20s/it]
Training 2/3 epoch (loss 0.4336):  34%|███▍      | 833/2439 [16:39<32:20,  1.21s/it]
Training 2/3 epoch (loss 0.4169):  34%|███▍      | 833/2439 [16:40<32:20,  1.21s/it]
Training 2/3 epoch (loss 0.4169):  34%|███▍      | 834/2439 [16:40<31:43,  1.19s/it]
Training 2/3 epoch (loss 0.3445):  34%|███▍      | 834/2439 [16:42<31:43,  1.19s/it]
Training 2/3 epoch (loss 0.3445):  34%|███▍      | 835/2439 [16:42<31:15,  1.17s/it]
Training 2/3 epoch (loss 0.5077):  34%|███▍      | 835/2439 [16:43<31:15,  1.17s/it]
Training 2/3 epoch (loss 0.5077):  34%|███▍      | 836/2439 [16:43<33:42,  1.26s/it]
Training 2/3 epoch (loss 0.4267):  34%|███▍      | 836/2439 [16:44<33:42,  1.26s/it]
Training 2/3 epoch (loss 0.4267):  34%|███▍      | 837/2439 [16:44<31:53,  1.19s/it]
Training 2/3 epoch (loss 0.4104):  34%|███▍      | 837/2439 [16:45<31:53,  1.19s/it]
Training 2/3 epoch (loss 0.4104):  34%|███▍      | 838/2439 [16:45<29:50,  1.12s/it]
Training 2/3 epoch (loss 0.4752):  34%|███▍      | 838/2439 [16:46<29:50,  1.12s/it]
Training 2/3 epoch (loss 0.4752):  34%|███▍      | 839/2439 [16:46<31:38,  1.19s/it]
Training 2/3 epoch (loss 0.3985):  34%|███▍      | 839/2439 [16:48<31:38,  1.19s/it]
Training 2/3 epoch (loss 0.3985):  34%|███▍      | 840/2439 [16:48<33:26,  1.25s/it]
Training 2/3 epoch (loss 0.4156):  34%|███▍      | 840/2439 [16:49<33:26,  1.25s/it]
Training 2/3 epoch (loss 0.4156):  34%|███▍      | 841/2439 [16:49<29:58,  1.13s/it]
Training 2/3 epoch (loss 0.2423):  34%|███▍      | 841/2439 [16:50<29:58,  1.13s/it]
Training 2/3 epoch (loss 0.2423):  35%|███▍      | 842/2439 [16:50<29:29,  1.11s/it]
Training 2/3 epoch (loss 0.3360):  35%|███▍      | 842/2439 [16:51<29:29,  1.11s/it]
Training 2/3 epoch (loss 0.3360):  35%|███▍      | 843/2439 [16:51<28:52,  1.09s/it]
Training 2/3 epoch (loss 0.4607):  35%|███▍      | 843/2439 [16:52<28:52,  1.09s/it]
Training 2/3 epoch (loss 0.4607):  35%|███▍      | 844/2439 [16:52<29:33,  1.11s/it]
Training 2/3 epoch (loss 0.3523):  35%|███▍      | 844/2439 [16:53<29:33,  1.11s/it]
Training 2/3 epoch (loss 0.3523):  35%|███▍      | 845/2439 [16:53<29:58,  1.13s/it]
Training 2/3 epoch (loss 0.3620):  35%|███▍      | 845/2439 [16:54<29:58,  1.13s/it]
Training 2/3 epoch (loss 0.3620):  35%|███▍      | 846/2439 [16:54<28:51,  1.09s/it]
Training 2/3 epoch (loss 0.3264):  35%|███▍      | 846/2439 [16:55<28:51,  1.09s/it]
Training 2/3 epoch (loss 0.3264):  35%|███▍      | 847/2439 [16:55<28:20,  1.07s/it]
Training 2/3 epoch (loss 0.3837):  35%|███▍      | 847/2439 [16:56<28:20,  1.07s/it]
Training 2/3 epoch (loss 0.3837):  35%|███▍      | 848/2439 [16:56<28:39,  1.08s/it]
Training 2/3 epoch (loss 0.4631):  35%|███▍      | 848/2439 [16:57<28:39,  1.08s/it]
Training 2/3 epoch (loss 0.4631):  35%|███▍      | 849/2439 [16:57<29:25,  1.11s/it]
Training 2/3 epoch (loss 0.4700):  35%|███▍      | 849/2439 [16:59<29:25,  1.11s/it]
Training 2/3 epoch (loss 0.4700):  35%|███▍      | 850/2439 [16:59<33:28,  1.26s/it]
Training 2/3 epoch (loss 0.2935):  35%|███▍      | 850/2439 [17:00<33:28,  1.26s/it]
Training 2/3 epoch (loss 0.2935):  35%|███▍      | 851/2439 [17:00<31:47,  1.20s/it]
Training 2/3 epoch (loss 0.3532):  35%|███▍      | 851/2439 [17:01<31:47,  1.20s/it]
Training 2/3 epoch (loss 0.3532):  35%|███▍      | 852/2439 [17:01<32:47,  1.24s/it]
Training 2/3 epoch (loss 0.4202):  35%|███▍      | 852/2439 [17:02<32:47,  1.24s/it]
Training 2/3 epoch (loss 0.4202):  35%|███▍      | 853/2439 [17:02<31:34,  1.19s/it]
Training 2/3 epoch (loss 0.2439):  35%|███▍      | 853/2439 [17:04<31:34,  1.19s/it]
Training 2/3 epoch (loss 0.2439):  35%|███▌      | 854/2439 [17:04<30:42,  1.16s/it]
Training 2/3 epoch (loss 0.2907):  35%|███▌      | 854/2439 [17:05<30:42,  1.16s/it]
Training 2/3 epoch (loss 0.2907):  35%|███▌      | 855/2439 [17:05<30:00,  1.14s/it]
Training 2/3 epoch (loss 0.2686):  35%|███▌      | 855/2439 [17:06<30:00,  1.14s/it]
Training 2/3 epoch (loss 0.2686):  35%|███▌      | 856/2439 [17:06<29:45,  1.13s/it]
Training 2/3 epoch (loss 0.4089):  35%|███▌      | 856/2439 [17:07<29:45,  1.13s/it]
Training 2/3 epoch (loss 0.4089):  35%|███▌      | 857/2439 [17:07<29:37,  1.12s/it]
Training 2/3 epoch (loss 0.3362):  35%|███▌      | 857/2439 [17:08<29:37,  1.12s/it]
Training 2/3 epoch (loss 0.3362):  35%|███▌      | 858/2439 [17:08<33:03,  1.25s/it]
Training 2/3 epoch (loss 0.3378):  35%|███▌      | 858/2439 [17:09<33:03,  1.25s/it]
Training 2/3 epoch (loss 0.3378):  35%|███▌      | 859/2439 [17:09<30:58,  1.18s/it]
Training 2/3 epoch (loss 0.3525):  35%|███▌      | 859/2439 [17:11<30:58,  1.18s/it]
Training 2/3 epoch (loss 0.3525):  35%|███▌      | 860/2439 [17:11<37:01,  1.41s/it]
Training 2/3 epoch (loss 0.4573):  35%|███▌      | 860/2439 [17:13<37:01,  1.41s/it]
Training 2/3 epoch (loss 0.4573):  35%|███▌      | 861/2439 [17:13<41:13,  1.57s/it]
Training 2/3 epoch (loss 0.2165):  35%|███▌      | 861/2439 [17:14<41:13,  1.57s/it]
Training 2/3 epoch (loss 0.2165):  35%|███▌      | 862/2439 [17:14<37:52,  1.44s/it]
Training 2/3 epoch (loss 0.2040):  35%|███▌      | 862/2439 [17:16<37:52,  1.44s/it]
Training 2/3 epoch (loss 0.2040):  35%|███▌      | 863/2439 [17:16<35:01,  1.33s/it]
Training 2/3 epoch (loss 0.2223):  35%|███▌      | 863/2439 [17:17<35:01,  1.33s/it]
Training 2/3 epoch (loss 0.2223):  35%|███▌      | 864/2439 [17:17<33:19,  1.27s/it]
Training 2/3 epoch (loss 0.3024):  35%|███▌      | 864/2439 [17:19<33:19,  1.27s/it]
Training 2/3 epoch (loss 0.3024):  35%|███▌      | 865/2439 [17:19<40:45,  1.55s/it]
Training 2/3 epoch (loss 0.1801):  35%|███▌      | 865/2439 [17:20<40:45,  1.55s/it]
Training 2/3 epoch (loss 0.1801):  36%|███▌      | 866/2439 [17:20<36:29,  1.39s/it]
Training 2/3 epoch (loss 0.2362):  36%|███▌      | 866/2439 [17:21<36:29,  1.39s/it]
Training 2/3 epoch (loss 0.2362):  36%|███▌      | 867/2439 [17:21<35:54,  1.37s/it]
Training 2/3 epoch (loss 0.2551):  36%|███▌      | 867/2439 [17:23<35:54,  1.37s/it]
Training 2/3 epoch (loss 0.2551):  36%|███▌      | 868/2439 [17:23<36:03,  1.38s/it]
Training 2/3 epoch (loss 0.2459):  36%|███▌      | 868/2439 [17:24<36:03,  1.38s/it]
Training 2/3 epoch (loss 0.2459):  36%|███▌      | 869/2439 [17:24<35:01,  1.34s/it]
Training 2/3 epoch (loss 0.2011):  36%|███▌      | 869/2439 [17:25<35:01,  1.34s/it]
Training 2/3 epoch (loss 0.2011):  36%|███▌      | 870/2439 [17:25<32:06,  1.23s/it]
Training 2/3 epoch (loss 0.2322):  36%|███▌      | 870/2439 [17:26<32:06,  1.23s/it]
Training 2/3 epoch (loss 0.2322):  36%|███▌      | 871/2439 [17:26<30:25,  1.16s/it]
Training 2/3 epoch (loss 0.1986):  36%|███▌      | 871/2439 [17:27<30:25,  1.16s/it]
Training 2/3 epoch (loss 0.1986):  36%|███▌      | 872/2439 [17:27<29:50,  1.14s/it]
Training 2/3 epoch (loss 0.2146):  36%|███▌      | 872/2439 [17:29<29:50,  1.14s/it]
Training 2/3 epoch (loss 0.2146):  36%|███▌      | 873/2439 [17:29<33:59,  1.30s/it]
Training 2/3 epoch (loss 0.2116):  36%|███▌      | 873/2439 [17:30<33:59,  1.30s/it]
Training 2/3 epoch (loss 0.2116):  36%|███▌      | 874/2439 [17:30<34:04,  1.31s/it]
Training 2/3 epoch (loss 0.2094):  36%|███▌      | 874/2439 [17:31<34:04,  1.31s/it]
Training 2/3 epoch (loss 0.2094):  36%|███▌      | 875/2439 [17:31<31:42,  1.22s/it]
Training 2/3 epoch (loss 0.2213):  36%|███▌      | 875/2439 [17:32<31:42,  1.22s/it]
Training 2/3 epoch (loss 0.2213):  36%|███▌      | 876/2439 [17:32<31:09,  1.20s/it]
Training 2/3 epoch (loss 0.2260):  36%|███▌      | 876/2439 [17:33<31:09,  1.20s/it]
Training 2/3 epoch (loss 0.2260):  36%|███▌      | 877/2439 [17:33<29:47,  1.14s/it]
Training 2/3 epoch (loss 0.1688):  36%|███▌      | 877/2439 [17:34<29:47,  1.14s/it]
Training 2/3 epoch (loss 0.1688):  36%|███▌      | 878/2439 [17:34<30:36,  1.18s/it]
Training 2/3 epoch (loss 0.2147):  36%|███▌      | 878/2439 [17:35<30:36,  1.18s/it]
Training 2/3 epoch (loss 0.2147):  36%|███▌      | 879/2439 [17:35<28:57,  1.11s/it]
Training 2/3 epoch (loss 0.2322):  36%|███▌      | 879/2439 [17:36<28:57,  1.11s/it]
Training 2/3 epoch (loss 0.2322):  36%|███▌      | 880/2439 [17:36<28:57,  1.11s/it]
Training 2/3 epoch (loss 0.1667):  36%|███▌      | 880/2439 [17:38<28:57,  1.11s/it]
Training 2/3 epoch (loss 0.1667):  36%|███▌      | 881/2439 [17:38<31:20,  1.21s/it]
Training 2/3 epoch (loss 0.1854):  36%|███▌      | 881/2439 [17:39<31:20,  1.21s/it]
Training 2/3 epoch (loss 0.1854):  36%|███▌      | 882/2439 [17:39<31:06,  1.20s/it]
Training 2/3 epoch (loss 0.1583):  36%|███▌      | 882/2439 [17:40<31:06,  1.20s/it]
Training 2/3 epoch (loss 0.1583):  36%|███▌      | 883/2439 [17:40<29:56,  1.15s/it]
Training 2/3 epoch (loss 0.1846):  36%|███▌      | 883/2439 [17:41<29:56,  1.15s/it]
Training 2/3 epoch (loss 0.1846):  36%|███▌      | 884/2439 [17:41<30:25,  1.17s/it]
Training 2/3 epoch (loss 0.1910):  36%|███▌      | 884/2439 [17:43<30:25,  1.17s/it]
Training 2/3 epoch (loss 0.1910):  36%|███▋      | 885/2439 [17:43<32:11,  1.24s/it]
Training 2/3 epoch (loss 0.2514):  36%|███▋      | 885/2439 [17:44<32:11,  1.24s/it]
Training 2/3 epoch (loss 0.2514):  36%|███▋      | 886/2439 [17:44<31:27,  1.22s/it]
Training 2/3 epoch (loss 0.2598):  36%|███▋      | 886/2439 [17:45<31:27,  1.22s/it]
Training 2/3 epoch (loss 0.2598):  36%|███▋      | 887/2439 [17:45<29:39,  1.15s/it]
Training 2/3 epoch (loss 0.3198):  36%|███▋      | 887/2439 [17:46<29:39,  1.15s/it]
Training 2/3 epoch (loss 0.3198):  36%|███▋      | 888/2439 [17:46<31:13,  1.21s/it]
Training 2/3 epoch (loss 0.2896):  36%|███▋      | 888/2439 [17:48<31:13,  1.21s/it]
Training 2/3 epoch (loss 0.2896):  36%|███▋      | 889/2439 [17:48<32:09,  1.24s/it]
Training 2/3 epoch (loss 0.2243):  36%|███▋      | 889/2439 [17:49<32:09,  1.24s/it]
Training 2/3 epoch (loss 0.2243):  36%|███▋      | 890/2439 [17:49<34:59,  1.36s/it]
Training 2/3 epoch (loss 0.2598):  36%|███▋      | 890/2439 [17:50<34:59,  1.36s/it]
Training 2/3 epoch (loss 0.2598):  37%|███▋      | 891/2439 [17:50<33:34,  1.30s/it]
Training 2/3 epoch (loss 0.2209):  37%|███▋      | 891/2439 [17:52<33:34,  1.30s/it]
Training 2/3 epoch (loss 0.2209):  37%|███▋      | 892/2439 [17:52<32:45,  1.27s/it]
Training 2/3 epoch (loss 0.2398):  37%|███▋      | 892/2439 [17:53<32:45,  1.27s/it]
Training 2/3 epoch (loss 0.2398):  37%|███▋      | 893/2439 [17:53<35:39,  1.38s/it]
Training 2/3 epoch (loss 0.3545):  37%|███▋      | 893/2439 [17:54<35:39,  1.38s/it]
Training 2/3 epoch (loss 0.3545):  37%|███▋      | 894/2439 [17:54<34:54,  1.36s/it]
Training 2/3 epoch (loss 0.2905):  37%|███▋      | 894/2439 [17:56<34:54,  1.36s/it]
Training 2/3 epoch (loss 0.2905):  37%|███▋      | 895/2439 [17:56<36:34,  1.42s/it]
Training 2/3 epoch (loss 0.2697):  37%|███▋      | 895/2439 [17:57<36:34,  1.42s/it]
Training 2/3 epoch (loss 0.2697):  37%|███▋      | 896/2439 [17:57<34:59,  1.36s/it]
Training 2/3 epoch (loss 0.2161):  37%|███▋      | 896/2439 [17:58<34:59,  1.36s/it]
Training 2/3 epoch (loss 0.2161):  37%|███▋      | 897/2439 [17:58<31:29,  1.23s/it]
Training 2/3 epoch (loss 0.1969):  37%|███▋      | 897/2439 [17:59<31:29,  1.23s/it]
Training 2/3 epoch (loss 0.1969):  37%|███▋      | 898/2439 [17:59<29:45,  1.16s/it]
Training 2/3 epoch (loss 0.2559):  37%|███▋      | 898/2439 [18:00<29:45,  1.16s/it]
Training 2/3 epoch (loss 0.2559):  37%|███▋      | 899/2439 [18:00<29:17,  1.14s/it]
Training 2/3 epoch (loss 0.2390):  37%|███▋      | 899/2439 [18:02<29:17,  1.14s/it]
Training 2/3 epoch (loss 0.2390):  37%|███▋      | 900/2439 [18:02<35:12,  1.37s/it]
Training 2/3 epoch (loss 0.2497):  37%|███▋      | 900/2439 [18:03<35:12,  1.37s/it]
Training 2/3 epoch (loss 0.2497):  37%|███▋      | 901/2439 [18:03<32:41,  1.28s/it]
Training 2/3 epoch (loss 0.2420):  37%|███▋      | 901/2439 [18:04<32:41,  1.28s/it]
Training 2/3 epoch (loss 0.2420):  37%|███▋      | 902/2439 [18:04<30:45,  1.20s/it]
Training 2/3 epoch (loss 0.3107):  37%|███▋      | 902/2439 [18:05<30:45,  1.20s/it]
Training 2/3 epoch (loss 0.3107):  37%|███▋      | 903/2439 [18:05<29:18,  1.14s/it]
Training 2/3 epoch (loss 0.2072):  37%|███▋      | 903/2439 [18:07<29:18,  1.14s/it]
Training 2/3 epoch (loss 0.2072):  37%|███▋      | 904/2439 [18:07<30:00,  1.17s/it]
Training 2/3 epoch (loss 0.1997):  37%|███▋      | 904/2439 [18:07<30:00,  1.17s/it]
Training 2/3 epoch (loss 0.1997):  37%|███▋      | 905/2439 [18:07<27:53,  1.09s/it]
Training 2/3 epoch (loss 0.2048):  37%|███▋      | 905/2439 [18:08<27:53,  1.09s/it]
Training 2/3 epoch (loss 0.2048):  37%|███▋      | 906/2439 [18:08<27:24,  1.07s/it]
Training 2/3 epoch (loss 0.2628):  37%|███▋      | 906/2439 [18:10<27:24,  1.07s/it]
Training 2/3 epoch (loss 0.2628):  37%|███▋      | 907/2439 [18:10<29:56,  1.17s/it]
Training 2/3 epoch (loss 0.2472):  37%|███▋      | 907/2439 [18:11<29:56,  1.17s/it]
Training 2/3 epoch (loss 0.2472):  37%|███▋      | 908/2439 [18:11<32:32,  1.28s/it]
Training 2/3 epoch (loss 0.2930):  37%|███▋      | 908/2439 [18:13<32:32,  1.28s/it]
Training 2/3 epoch (loss 0.2930):  37%|███▋      | 909/2439 [18:13<33:11,  1.30s/it]
Training 2/3 epoch (loss 0.2388):  37%|███▋      | 909/2439 [18:14<33:11,  1.30s/it]
Training 2/3 epoch (loss 0.2388):  37%|███▋      | 910/2439 [18:14<31:11,  1.22s/it]
Training 2/3 epoch (loss 0.2351):  37%|███▋      | 910/2439 [18:15<31:11,  1.22s/it]
Training 2/3 epoch (loss 0.2351):  37%|███▋      | 911/2439 [18:15<30:34,  1.20s/it]
Training 2/3 epoch (loss 0.2034):  37%|███▋      | 911/2439 [18:16<30:34,  1.20s/it]
Training 2/3 epoch (loss 0.2034):  37%|███▋      | 912/2439 [18:16<31:34,  1.24s/it]
Training 2/3 epoch (loss 0.2544):  37%|███▋      | 912/2439 [18:18<31:34,  1.24s/it]
Training 2/3 epoch (loss 0.2544):  37%|███▋      | 913/2439 [18:18<34:48,  1.37s/it]
Training 2/3 epoch (loss 0.2824):  37%|███▋      | 913/2439 [18:19<34:48,  1.37s/it]
Training 2/3 epoch (loss 0.2824):  37%|███▋      | 914/2439 [18:19<33:25,  1.32s/it]
Training 2/3 epoch (loss 0.2706):  37%|███▋      | 914/2439 [18:20<33:25,  1.32s/it]
Training 2/3 epoch (loss 0.2706):  38%|███▊      | 915/2439 [18:20<32:41,  1.29s/it]
Training 2/3 epoch (loss 0.2261):  38%|███▊      | 915/2439 [18:21<32:41,  1.29s/it]
Training 2/3 epoch (loss 0.2261):  38%|███▊      | 916/2439 [18:21<30:27,  1.20s/it]
Training 2/3 epoch (loss 0.1774):  38%|███▊      | 916/2439 [18:23<30:27,  1.20s/it]
Training 2/3 epoch (loss 0.1774):  38%|███▊      | 917/2439 [18:23<30:53,  1.22s/it]
Training 2/3 epoch (loss 0.2929):  38%|███▊      | 917/2439 [18:24<30:53,  1.22s/it]
Training 2/3 epoch (loss 0.2929):  38%|███▊      | 918/2439 [18:24<33:59,  1.34s/it]
Training 2/3 epoch (loss 0.1674):  38%|███▊      | 918/2439 [18:25<33:59,  1.34s/it]
Training 2/3 epoch (loss 0.1674):  38%|███▊      | 919/2439 [18:25<30:37,  1.21s/it]
Training 2/3 epoch (loss 0.2151):  38%|███▊      | 919/2439 [18:26<30:37,  1.21s/it]
Training 2/3 epoch (loss 0.2151):  38%|███▊      | 920/2439 [18:26<30:54,  1.22s/it]
Training 2/3 epoch (loss 0.3033):  38%|███▊      | 920/2439 [18:28<30:54,  1.22s/it]
Training 2/3 epoch (loss 0.3033):  38%|███▊      | 921/2439 [18:28<31:06,  1.23s/it]
Training 2/3 epoch (loss 0.1727):  38%|███▊      | 921/2439 [18:29<31:06,  1.23s/it]
Training 2/3 epoch (loss 0.1727):  38%|███▊      | 922/2439 [18:29<29:43,  1.18s/it]
Training 2/3 epoch (loss 0.2404):  38%|███▊      | 922/2439 [18:30<29:43,  1.18s/it]
Training 2/3 epoch (loss 0.2404):  38%|███▊      | 923/2439 [18:30<27:25,  1.09s/it]
Training 2/3 epoch (loss 0.2204):  38%|███▊      | 923/2439 [18:31<27:25,  1.09s/it]
Training 2/3 epoch (loss 0.2204):  38%|███▊      | 924/2439 [18:31<27:54,  1.11s/it]
Training 2/3 epoch (loss 0.2334):  38%|███▊      | 924/2439 [18:32<27:54,  1.11s/it]
Training 2/3 epoch (loss 0.2334):  38%|███▊      | 925/2439 [18:32<29:03,  1.15s/it]
Training 2/3 epoch (loss 0.2516):  38%|███▊      | 925/2439 [18:33<29:03,  1.15s/it]
Training 2/3 epoch (loss 0.2516):  38%|███▊      | 926/2439 [18:33<29:05,  1.15s/it]
Training 2/3 epoch (loss 0.2524):  38%|███▊      | 926/2439 [18:35<29:05,  1.15s/it]
Training 2/3 epoch (loss 0.2524):  38%|███▊      | 927/2439 [18:35<33:57,  1.35s/it]
Training 2/3 epoch (loss 0.2749):  38%|███▊      | 927/2439 [18:36<33:57,  1.35s/it]
Training 2/3 epoch (loss 0.2749):  38%|███▊      | 928/2439 [18:36<33:24,  1.33s/it]
Training 2/3 epoch (loss 0.2333):  38%|███▊      | 928/2439 [18:37<33:24,  1.33s/it]
Training 2/3 epoch (loss 0.2333):  38%|███▊      | 929/2439 [18:37<31:05,  1.24s/it]
Training 2/3 epoch (loss 0.2416):  38%|███▊      | 929/2439 [18:38<31:05,  1.24s/it]
Training 2/3 epoch (loss 0.2416):  38%|███▊      | 930/2439 [18:38<30:00,  1.19s/it]
Training 2/3 epoch (loss 0.2349):  38%|███▊      | 930/2439 [18:39<30:00,  1.19s/it]
Training 2/3 epoch (loss 0.2349):  38%|███▊      | 931/2439 [18:39<28:37,  1.14s/it]
Training 2/3 epoch (loss 0.2618):  38%|███▊      | 931/2439 [18:40<28:37,  1.14s/it]
Training 2/3 epoch (loss 0.2618):  38%|███▊      | 932/2439 [18:40<27:46,  1.11s/it]
Training 2/3 epoch (loss 0.2560):  38%|███▊      | 932/2439 [18:41<27:46,  1.11s/it]
Training 2/3 epoch (loss 0.2560):  38%|███▊      | 933/2439 [18:41<27:27,  1.09s/it]
Training 2/3 epoch (loss 0.2481):  38%|███▊      | 933/2439 [18:43<27:27,  1.09s/it]
Training 2/3 epoch (loss 0.2481):  38%|███▊      | 934/2439 [18:43<27:38,  1.10s/it]
Training 2/3 epoch (loss 0.2702):  38%|███▊      | 934/2439 [18:44<27:38,  1.10s/it]
Training 2/3 epoch (loss 0.2702):  38%|███▊      | 935/2439 [18:44<28:37,  1.14s/it]
Training 2/3 epoch (loss 0.2707):  38%|███▊      | 935/2439 [18:45<28:37,  1.14s/it]
Training 2/3 epoch (loss 0.2707):  38%|███▊      | 936/2439 [18:45<28:24,  1.13s/it]
Training 2/3 epoch (loss 0.2583):  38%|███▊      | 936/2439 [18:46<28:24,  1.13s/it]
Training 2/3 epoch (loss 0.2583):  38%|███▊      | 937/2439 [18:46<30:14,  1.21s/it]
Training 2/3 epoch (loss 0.1909):  38%|███▊      | 937/2439 [18:47<30:14,  1.21s/it]
Training 2/3 epoch (loss 0.1909):  38%|███▊      | 938/2439 [18:47<28:58,  1.16s/it]
Training 2/3 epoch (loss 0.1937):  38%|███▊      | 938/2439 [18:48<28:58,  1.16s/it]
Training 2/3 epoch (loss 0.1937):  38%|███▊      | 939/2439 [18:48<28:58,  1.16s/it]
Training 2/3 epoch (loss 0.2631):  38%|███▊      | 939/2439 [18:50<28:58,  1.16s/it]
Training 2/3 epoch (loss 0.2631):  39%|███▊      | 940/2439 [18:50<29:34,  1.18s/it]
Training 2/3 epoch (loss 0.2313):  39%|███▊      | 940/2439 [18:51<29:34,  1.18s/it]
Training 2/3 epoch (loss 0.2313):  39%|███▊      | 941/2439 [18:51<28:12,  1.13s/it]
Training 2/3 epoch (loss 0.2758):  39%|███▊      | 941/2439 [18:52<28:12,  1.13s/it]
Training 2/3 epoch (loss 0.2758):  39%|███▊      | 942/2439 [18:52<28:58,  1.16s/it]
Training 2/3 epoch (loss 0.2310):  39%|███▊      | 942/2439 [18:53<28:58,  1.16s/it]
Training 2/3 epoch (loss 0.2310):  39%|███▊      | 943/2439 [18:53<28:27,  1.14s/it]
Training 2/3 epoch (loss 0.2075):  39%|███▊      | 943/2439 [18:54<28:27,  1.14s/it]
Training 2/3 epoch (loss 0.2075):  39%|███▊      | 944/2439 [18:54<28:41,  1.15s/it]
Training 2/3 epoch (loss 0.2796):  39%|███▊      | 944/2439 [18:55<28:41,  1.15s/it]
Training 2/3 epoch (loss 0.2796):  39%|███▊      | 945/2439 [18:55<28:24,  1.14s/it]
Training 2/3 epoch (loss 0.2148):  39%|███▊      | 945/2439 [18:56<28:24,  1.14s/it]
Training 2/3 epoch (loss 0.2148):  39%|███▉      | 946/2439 [18:56<27:19,  1.10s/it]
Training 2/3 epoch (loss 0.2582):  39%|███▉      | 946/2439 [18:57<27:19,  1.10s/it]
Training 2/3 epoch (loss 0.2582):  39%|███▉      | 947/2439 [18:57<25:44,  1.04s/it]
Training 2/3 epoch (loss 0.2552):  39%|███▉      | 947/2439 [18:58<25:44,  1.04s/it]
Training 2/3 epoch (loss 0.2552):  39%|███▉      | 948/2439 [18:58<26:00,  1.05s/it]
Training 2/3 epoch (loss 0.1914):  39%|███▉      | 948/2439 [19:00<26:00,  1.05s/it]
Training 2/3 epoch (loss 0.1914):  39%|███▉      | 949/2439 [19:00<27:40,  1.11s/it]
Training 2/3 epoch (loss 0.2091):  39%|███▉      | 949/2439 [19:01<27:40,  1.11s/it]
Training 2/3 epoch (loss 0.2091):  39%|███▉      | 950/2439 [19:01<28:01,  1.13s/it]
Training 2/3 epoch (loss 0.2259):  39%|███▉      | 950/2439 [19:02<28:01,  1.13s/it]
Training 2/3 epoch (loss 0.2259):  39%|███▉      | 951/2439 [19:02<28:30,  1.15s/it]
Training 2/3 epoch (loss 0.2675):  39%|███▉      | 951/2439 [19:03<28:30,  1.15s/it]
Training 2/3 epoch (loss 0.2675):  39%|███▉      | 952/2439 [19:03<28:54,  1.17s/it]
Training 2/3 epoch (loss 0.2204):  39%|███▉      | 952/2439 [19:04<28:54,  1.17s/it]
Training 2/3 epoch (loss 0.2204):  39%|███▉      | 953/2439 [19:04<26:31,  1.07s/it]
Training 2/3 epoch (loss 0.2500):  39%|███▉      | 953/2439 [19:05<26:31,  1.07s/it]
Training 2/3 epoch (loss 0.2500):  39%|███▉      | 954/2439 [19:05<26:39,  1.08s/it]
Training 2/3 epoch (loss 0.2879):  39%|███▉      | 954/2439 [19:07<26:39,  1.08s/it]
Training 2/3 epoch (loss 0.2879):  39%|███▉      | 955/2439 [19:07<29:27,  1.19s/it]
Training 2/3 epoch (loss 0.2550):  39%|███▉      | 955/2439 [19:08<29:27,  1.19s/it]
Training 2/3 epoch (loss 0.2550):  39%|███▉      | 956/2439 [19:08<30:20,  1.23s/it]
Training 2/3 epoch (loss 0.1907):  39%|███▉      | 956/2439 [19:10<30:20,  1.23s/it]
Training 2/3 epoch (loss 0.1907):  39%|███▉      | 957/2439 [19:10<33:47,  1.37s/it]
Training 2/3 epoch (loss 0.2025):  39%|███▉      | 957/2439 [19:11<33:47,  1.37s/it]
Training 2/3 epoch (loss 0.2025):  39%|███▉      | 958/2439 [19:11<32:05,  1.30s/it]
Training 2/3 epoch (loss 0.2435):  39%|███▉      | 958/2439 [19:12<32:05,  1.30s/it]
Training 2/3 epoch (loss 0.2435):  39%|███▉      | 959/2439 [19:12<30:14,  1.23s/it]
Training 2/3 epoch (loss 0.2149):  39%|███▉      | 959/2439 [19:13<30:14,  1.23s/it]
Training 2/3 epoch (loss 0.2149):  39%|███▉      | 960/2439 [19:13<30:46,  1.25s/it]
Training 2/3 epoch (loss 0.1347):  39%|███▉      | 960/2439 [19:14<30:46,  1.25s/it]
Training 2/3 epoch (loss 0.1347):  39%|███▉      | 961/2439 [19:14<28:17,  1.15s/it]
Training 2/3 epoch (loss 0.1736):  39%|███▉      | 961/2439 [19:15<28:17,  1.15s/it]
Training 2/3 epoch (loss 0.1736):  39%|███▉      | 962/2439 [19:15<27:39,  1.12s/it]
Training 2/3 epoch (loss 0.2074):  39%|███▉      | 962/2439 [19:16<27:39,  1.12s/it]
Training 2/3 epoch (loss 0.2074):  39%|███▉      | 963/2439 [19:16<27:48,  1.13s/it]
Training 2/3 epoch (loss 0.1880):  39%|███▉      | 963/2439 [19:17<27:48,  1.13s/it]
Training 2/3 epoch (loss 0.1880):  40%|███▉      | 964/2439 [19:17<27:19,  1.11s/it]
Training 2/3 epoch (loss 0.2331):  40%|███▉      | 964/2439 [19:18<27:19,  1.11s/it]
Training 2/3 epoch (loss 0.2331):  40%|███▉      | 965/2439 [19:18<27:58,  1.14s/it]
Training 2/3 epoch (loss 0.2702):  40%|███▉      | 965/2439 [19:20<27:58,  1.14s/it]
Training 2/3 epoch (loss 0.2702):  40%|███▉      | 966/2439 [19:20<27:48,  1.13s/it]
Training 2/3 epoch (loss 0.2541):  40%|███▉      | 966/2439 [19:21<27:48,  1.13s/it]
Training 2/3 epoch (loss 0.2541):  40%|███▉      | 967/2439 [19:21<26:52,  1.10s/it]
Training 2/3 epoch (loss 0.1926):  40%|███▉      | 967/2439 [19:22<26:52,  1.10s/it]
Training 2/3 epoch (loss 0.1926):  40%|███▉      | 968/2439 [19:22<28:03,  1.14s/it]
Training 2/3 epoch (loss 0.2454):  40%|███▉      | 968/2439 [19:23<28:03,  1.14s/it]
Training 2/3 epoch (loss 0.2454):  40%|███▉      | 969/2439 [19:23<27:29,  1.12s/it]
Training 2/3 epoch (loss 0.2429):  40%|███▉      | 969/2439 [19:24<27:29,  1.12s/it]
Training 2/3 epoch (loss 0.2429):  40%|███▉      | 970/2439 [19:24<30:03,  1.23s/it]
Training 2/3 epoch (loss 0.2397):  40%|███▉      | 970/2439 [19:25<30:03,  1.23s/it]
Training 2/3 epoch (loss 0.2397):  40%|███▉      | 971/2439 [19:25<29:20,  1.20s/it]
Training 2/3 epoch (loss 0.1801):  40%|███▉      | 971/2439 [19:27<29:20,  1.20s/it]
Training 2/3 epoch (loss 0.1801):  40%|███▉      | 972/2439 [19:27<28:05,  1.15s/it]
Training 2/3 epoch (loss 0.2575):  40%|███▉      | 972/2439 [19:28<28:05,  1.15s/it]
Training 2/3 epoch (loss 0.2575):  40%|███▉      | 973/2439 [19:28<28:41,  1.17s/it]
Training 2/3 epoch (loss 0.2619):  40%|███▉      | 973/2439 [19:29<28:41,  1.17s/it]
Training 2/3 epoch (loss 0.2619):  40%|███▉      | 974/2439 [19:29<28:58,  1.19s/it]
Training 2/3 epoch (loss 0.2715):  40%|███▉      | 974/2439 [19:30<28:58,  1.19s/it]
Training 2/3 epoch (loss 0.2715):  40%|███▉      | 975/2439 [19:30<29:52,  1.22s/it]
Training 2/3 epoch (loss 0.2037):  40%|███▉      | 975/2439 [19:32<29:52,  1.22s/it]
Training 2/3 epoch (loss 0.2037):  40%|████      | 976/2439 [19:32<30:12,  1.24s/it]
Training 2/3 epoch (loss 0.1973):  40%|████      | 976/2439 [19:33<30:12,  1.24s/it]
Training 2/3 epoch (loss 0.1973):  40%|████      | 977/2439 [19:33<29:16,  1.20s/it]
Training 2/3 epoch (loss 0.1973):  40%|████      | 977/2439 [19:34<29:16,  1.20s/it]
Training 2/3 epoch (loss 0.1973):  40%|████      | 978/2439 [19:34<27:07,  1.11s/it]
Training 2/3 epoch (loss 0.2574):  40%|████      | 978/2439 [19:35<27:07,  1.11s/it]
Training 2/3 epoch (loss 0.2574):  40%|████      | 979/2439 [19:35<26:06,  1.07s/it]
Training 2/3 epoch (loss 0.2876):  40%|████      | 979/2439 [19:36<26:06,  1.07s/it]
Training 2/3 epoch (loss 0.2876):  40%|████      | 980/2439 [19:36<26:53,  1.11s/it]
Training 2/3 epoch (loss 0.2589):  40%|████      | 980/2439 [19:37<26:53,  1.11s/it]
Training 2/3 epoch (loss 0.2589):  40%|████      | 981/2439 [19:37<25:50,  1.06s/it]
Training 2/3 epoch (loss 0.2572):  40%|████      | 981/2439 [19:38<25:50,  1.06s/it]
Training 2/3 epoch (loss 0.2572):  40%|████      | 982/2439 [19:38<25:21,  1.04s/it]
Training 2/3 epoch (loss 0.2713):  40%|████      | 982/2439 [19:39<25:21,  1.04s/it]
Training 2/3 epoch (loss 0.2713):  40%|████      | 983/2439 [19:39<27:35,  1.14s/it]
Training 2/3 epoch (loss 0.2411):  40%|████      | 983/2439 [19:40<27:35,  1.14s/it]
Training 2/3 epoch (loss 0.2411):  40%|████      | 984/2439 [19:40<29:08,  1.20s/it]
Training 2/3 epoch (loss 0.2721):  40%|████      | 984/2439 [19:41<29:08,  1.20s/it]
Training 2/3 epoch (loss 0.2721):  40%|████      | 985/2439 [19:41<27:55,  1.15s/it]
Training 2/3 epoch (loss 0.2259):  40%|████      | 985/2439 [19:43<27:55,  1.15s/it]
Training 2/3 epoch (loss 0.2259):  40%|████      | 986/2439 [19:43<27:24,  1.13s/it]
Training 2/3 epoch (loss 0.2710):  40%|████      | 986/2439 [19:44<27:24,  1.13s/it]
Training 2/3 epoch (loss 0.2710):  40%|████      | 987/2439 [19:44<29:08,  1.20s/it]
Training 2/3 epoch (loss 0.1815):  40%|████      | 987/2439 [19:45<29:08,  1.20s/it]
Training 2/3 epoch (loss 0.1815):  41%|████      | 988/2439 [19:45<27:49,  1.15s/it]
Training 2/3 epoch (loss 0.2521):  41%|████      | 988/2439 [19:46<27:49,  1.15s/it]
Training 2/3 epoch (loss 0.2521):  41%|████      | 989/2439 [19:46<29:28,  1.22s/it]
Training 2/3 epoch (loss 0.1733):  41%|████      | 989/2439 [19:48<29:28,  1.22s/it]
Training 2/3 epoch (loss 0.1733):  41%|████      | 990/2439 [19:48<30:20,  1.26s/it]
Training 2/3 epoch (loss 0.2928):  41%|████      | 990/2439 [19:49<30:20,  1.26s/it]
Training 2/3 epoch (loss 0.2928):  41%|████      | 991/2439 [19:49<30:41,  1.27s/it]
Training 2/3 epoch (loss 0.2169):  41%|████      | 991/2439 [19:50<30:41,  1.27s/it]
Training 2/3 epoch (loss 0.2169):  41%|████      | 992/2439 [19:50<29:07,  1.21s/it]
Training 2/3 epoch (loss 0.1708):  41%|████      | 992/2439 [19:51<29:07,  1.21s/it]
Training 2/3 epoch (loss 0.1708):  41%|████      | 993/2439 [19:51<28:03,  1.16s/it]
Training 2/3 epoch (loss 0.2426):  41%|████      | 993/2439 [19:52<28:03,  1.16s/it]
Training 2/3 epoch (loss 0.2426):  41%|████      | 994/2439 [19:52<27:25,  1.14s/it]
Training 2/3 epoch (loss 0.2922):  41%|████      | 994/2439 [19:53<27:25,  1.14s/it]
Training 2/3 epoch (loss 0.2922):  41%|████      | 995/2439 [19:53<27:37,  1.15s/it]
Training 2/3 epoch (loss 0.2424):  41%|████      | 995/2439 [19:54<27:37,  1.15s/it]
Training 2/3 epoch (loss 0.2424):  41%|████      | 996/2439 [19:54<26:26,  1.10s/it]
Training 2/3 epoch (loss 0.3589):  41%|████      | 996/2439 [19:56<26:26,  1.10s/it]
Training 2/3 epoch (loss 0.3589):  41%|████      | 997/2439 [19:56<28:23,  1.18s/it]
Training 2/3 epoch (loss 0.2985):  41%|████      | 997/2439 [19:57<28:23,  1.18s/it]
Training 2/3 epoch (loss 0.2985):  41%|████      | 998/2439 [19:57<27:59,  1.17s/it]
Training 2/3 epoch (loss 0.2097):  41%|████      | 998/2439 [19:58<27:59,  1.17s/it]
Training 2/3 epoch (loss 0.2097):  41%|████      | 999/2439 [19:58<27:39,  1.15s/it]
Training 2/3 epoch (loss 0.2326):  41%|████      | 999/2439 [19:59<27:39,  1.15s/it]
Training 2/3 epoch (loss 0.2326):  41%|████      | 1000/2439 [19:59<28:51,  1.20s/it]
Training 2/3 epoch (loss 0.2638):  41%|████      | 1000/2439 [20:00<28:51,  1.20s/it]
Training 2/3 epoch (loss 0.2638):  41%|████      | 1001/2439 [20:00<26:56,  1.12s/it]
Training 2/3 epoch (loss 0.2706):  41%|████      | 1001/2439 [20:01<26:56,  1.12s/it]
Training 2/3 epoch (loss 0.2706):  41%|████      | 1002/2439 [20:01<27:36,  1.15s/it]
Training 2/3 epoch (loss 0.2788):  41%|████      | 1002/2439 [20:03<27:36,  1.15s/it]
Training 2/3 epoch (loss 0.2788):  41%|████      | 1003/2439 [20:03<29:50,  1.25s/it]
Training 2/3 epoch (loss 0.2377):  41%|████      | 1003/2439 [20:04<29:50,  1.25s/it]
Training 2/3 epoch (loss 0.2377):  41%|████      | 1004/2439 [20:04<27:30,  1.15s/it]
Training 2/3 epoch (loss 0.2304):  41%|████      | 1004/2439 [20:05<27:30,  1.15s/it]
Training 2/3 epoch (loss 0.2304):  41%|████      | 1005/2439 [20:05<26:53,  1.13s/it]
Training 2/3 epoch (loss 0.2001):  41%|████      | 1005/2439 [20:06<26:53,  1.13s/it]
Training 2/3 epoch (loss 0.2001):  41%|████      | 1006/2439 [20:06<25:56,  1.09s/it]
Training 2/3 epoch (loss 0.3338):  41%|████      | 1006/2439 [20:07<25:56,  1.09s/it]
Training 2/3 epoch (loss 0.3338):  41%|████▏     | 1007/2439 [20:07<27:18,  1.14s/it]
Training 2/3 epoch (loss 0.1700):  41%|████▏     | 1007/2439 [20:09<27:18,  1.14s/it]
Training 2/3 epoch (loss 0.1700):  41%|████▏     | 1008/2439 [20:09<33:25,  1.40s/it]
Training 2/3 epoch (loss 0.2439):  41%|████▏     | 1008/2439 [20:11<33:25,  1.40s/it]
Training 2/3 epoch (loss 0.2439):  41%|████▏     | 1009/2439 [20:11<34:24,  1.44s/it]
Training 2/3 epoch (loss 0.1983):  41%|████▏     | 1009/2439 [20:12<34:24,  1.44s/it]
Training 2/3 epoch (loss 0.1983):  41%|████▏     | 1010/2439 [20:12<31:23,  1.32s/it]
Training 2/3 epoch (loss 0.3232):  41%|████▏     | 1010/2439 [20:13<31:23,  1.32s/it]
Training 2/3 epoch (loss 0.3232):  41%|████▏     | 1011/2439 [20:13<32:47,  1.38s/it]
Training 2/3 epoch (loss 0.2402):  41%|████▏     | 1011/2439 [20:14<32:47,  1.38s/it]
Training 2/3 epoch (loss 0.2402):  41%|████▏     | 1012/2439 [20:14<31:11,  1.31s/it]
Training 2/3 epoch (loss 0.1760):  41%|████▏     | 1012/2439 [20:16<31:11,  1.31s/it]
Training 2/3 epoch (loss 0.1760):  42%|████▏     | 1013/2439 [20:16<32:29,  1.37s/it]
Training 2/3 epoch (loss 0.2200):  42%|████▏     | 1013/2439 [20:17<32:29,  1.37s/it]
Training 2/3 epoch (loss 0.2200):  42%|████▏     | 1014/2439 [20:17<30:11,  1.27s/it]
Training 2/3 epoch (loss 0.2929):  42%|████▏     | 1014/2439 [20:18<30:11,  1.27s/it]
Training 2/3 epoch (loss 0.2929):  42%|████▏     | 1015/2439 [20:18<28:18,  1.19s/it]
Training 2/3 epoch (loss 0.2559):  42%|████▏     | 1015/2439 [20:19<28:18,  1.19s/it]
Training 2/3 epoch (loss 0.2559):  42%|████▏     | 1016/2439 [20:19<28:06,  1.19s/it]
Training 2/3 epoch (loss 0.2379):  42%|████▏     | 1016/2439 [20:20<28:06,  1.19s/it]
Training 2/3 epoch (loss 0.2379):  42%|████▏     | 1017/2439 [20:20<26:53,  1.13s/it]
Training 2/3 epoch (loss 0.2551):  42%|████▏     | 1017/2439 [20:21<26:53,  1.13s/it]
Training 2/3 epoch (loss 0.2551):  42%|████▏     | 1018/2439 [20:21<25:48,  1.09s/it]
Training 2/3 epoch (loss 0.2062):  42%|████▏     | 1018/2439 [20:22<25:48,  1.09s/it]
Training 2/3 epoch (loss 0.2062):  42%|████▏     | 1019/2439 [20:22<24:29,  1.03s/it]
Training 2/3 epoch (loss 0.2601):  42%|████▏     | 1019/2439 [20:23<24:29,  1.03s/it]
Training 2/3 epoch (loss 0.2601):  42%|████▏     | 1020/2439 [20:23<25:37,  1.08s/it]
Training 2/3 epoch (loss 0.2291):  42%|████▏     | 1020/2439 [20:24<25:37,  1.08s/it]
Training 2/3 epoch (loss 0.2291):  42%|████▏     | 1021/2439 [20:24<26:55,  1.14s/it]
Training 2/3 epoch (loss 0.1615):  42%|████▏     | 1021/2439 [20:25<26:55,  1.14s/it]
Training 2/3 epoch (loss 0.1615):  42%|████▏     | 1022/2439 [20:25<25:49,  1.09s/it]
Training 2/3 epoch (loss 0.2043):  42%|████▏     | 1022/2439 [20:26<25:49,  1.09s/it]
Training 2/3 epoch (loss 0.2043):  42%|████▏     | 1023/2439 [20:26<23:30,  1.00it/s]
Training 2/3 epoch (loss 0.2632):  42%|████▏     | 1023/2439 [20:28<23:30,  1.00it/s]
Training 2/3 epoch (loss 0.2632):  42%|████▏     | 1024/2439 [20:28<27:47,  1.18s/it]
Training 2/3 epoch (loss 0.2127):  42%|████▏     | 1024/2439 [20:29<27:47,  1.18s/it]
Training 2/3 epoch (loss 0.2127):  42%|████▏     | 1025/2439 [20:29<29:07,  1.24s/it]
Training 2/3 epoch (loss 0.1415):  42%|████▏     | 1025/2439 [20:31<29:07,  1.24s/it]
Training 2/3 epoch (loss 0.1415):  42%|████▏     | 1026/2439 [20:31<30:06,  1.28s/it]
Training 2/3 epoch (loss 0.1905):  42%|████▏     | 1026/2439 [20:32<30:06,  1.28s/it]
Training 2/3 epoch (loss 0.1905):  42%|████▏     | 1027/2439 [20:32<29:13,  1.24s/it]
Training 2/3 epoch (loss 0.2260):  42%|████▏     | 1027/2439 [20:33<29:13,  1.24s/it]
Training 2/3 epoch (loss 0.2260):  42%|████▏     | 1028/2439 [20:33<28:24,  1.21s/it]
Training 2/3 epoch (loss 0.1663):  42%|████▏     | 1028/2439 [20:34<28:24,  1.21s/it]
Training 2/3 epoch (loss 0.1663):  42%|████▏     | 1029/2439 [20:34<27:08,  1.16s/it]
Training 2/3 epoch (loss 0.3273):  42%|████▏     | 1029/2439 [20:35<27:08,  1.16s/it]
Training 2/3 epoch (loss 0.3273):  42%|████▏     | 1030/2439 [20:35<27:02,  1.15s/it]
Training 2/3 epoch (loss 0.2368):  42%|████▏     | 1030/2439 [20:36<27:02,  1.15s/it]
Training 2/3 epoch (loss 0.2368):  42%|████▏     | 1031/2439 [20:36<28:00,  1.19s/it]
Training 2/3 epoch (loss 0.2528):  42%|████▏     | 1031/2439 [20:38<28:00,  1.19s/it]
Training 2/3 epoch (loss 0.2528):  42%|████▏     | 1032/2439 [20:38<34:23,  1.47s/it]
Training 2/3 epoch (loss 0.2511):  42%|████▏     | 1032/2439 [20:39<34:23,  1.47s/it]
Training 2/3 epoch (loss 0.2511):  42%|████▏     | 1033/2439 [20:39<30:58,  1.32s/it]
Training 2/3 epoch (loss 0.2283):  42%|████▏     | 1033/2439 [20:40<30:58,  1.32s/it]
Training 2/3 epoch (loss 0.2283):  42%|████▏     | 1034/2439 [20:40<28:56,  1.24s/it]
Training 2/3 epoch (loss 0.2646):  42%|████▏     | 1034/2439 [20:42<28:56,  1.24s/it]
Training 2/3 epoch (loss 0.2646):  42%|████▏     | 1035/2439 [20:42<28:21,  1.21s/it]
Training 2/3 epoch (loss 0.2238):  42%|████▏     | 1035/2439 [20:43<28:21,  1.21s/it]
Training 2/3 epoch (loss 0.2238):  42%|████▏     | 1036/2439 [20:43<28:36,  1.22s/it]
Training 2/3 epoch (loss 0.1842):  42%|████▏     | 1036/2439 [20:44<28:36,  1.22s/it]
Training 2/3 epoch (loss 0.1842):  43%|████▎     | 1037/2439 [20:44<27:30,  1.18s/it]
Training 2/3 epoch (loss 0.3013):  43%|████▎     | 1037/2439 [20:45<27:30,  1.18s/it]
Training 2/3 epoch (loss 0.3013):  43%|████▎     | 1038/2439 [20:45<27:13,  1.17s/it]
Training 2/3 epoch (loss 0.2762):  43%|████▎     | 1038/2439 [20:47<27:13,  1.17s/it]
Training 2/3 epoch (loss 0.2762):  43%|████▎     | 1039/2439 [20:47<30:28,  1.31s/it]
Training 2/3 epoch (loss 0.2101):  43%|████▎     | 1039/2439 [20:48<30:28,  1.31s/it]
Training 2/3 epoch (loss 0.2101):  43%|████▎     | 1040/2439 [20:48<28:25,  1.22s/it]
Training 2/3 epoch (loss 0.2409):  43%|████▎     | 1040/2439 [20:49<28:25,  1.22s/it]
Training 2/3 epoch (loss 0.2409):  43%|████▎     | 1041/2439 [20:49<26:54,  1.15s/it]
Training 2/3 epoch (loss 0.1990):  43%|████▎     | 1041/2439 [20:50<26:54,  1.15s/it]
Training 2/3 epoch (loss 0.1990):  43%|████▎     | 1042/2439 [20:50<26:48,  1.15s/it]
Training 2/3 epoch (loss 0.2540):  43%|████▎     | 1042/2439 [20:51<26:48,  1.15s/it]
Training 2/3 epoch (loss 0.2540):  43%|████▎     | 1043/2439 [20:51<25:32,  1.10s/it]
Training 2/3 epoch (loss 0.2604):  43%|████▎     | 1043/2439 [20:52<25:32,  1.10s/it]
Training 2/3 epoch (loss 0.2604):  43%|████▎     | 1044/2439 [20:52<25:37,  1.10s/it]
Training 2/3 epoch (loss 0.1579):  43%|████▎     | 1044/2439 [20:53<25:37,  1.10s/it]
Training 2/3 epoch (loss 0.1579):  43%|████▎     | 1045/2439 [20:53<27:41,  1.19s/it]
Training 2/3 epoch (loss 0.2661):  43%|████▎     | 1045/2439 [20:55<27:41,  1.19s/it]
Training 2/3 epoch (loss 0.2661):  43%|████▎     | 1046/2439 [20:55<29:00,  1.25s/it]
Training 2/3 epoch (loss 0.2407):  43%|████▎     | 1046/2439 [20:56<29:00,  1.25s/it]
Training 2/3 epoch (loss 0.2407):  43%|████▎     | 1047/2439 [20:56<27:38,  1.19s/it]
Training 2/3 epoch (loss 0.2228):  43%|████▎     | 1047/2439 [20:57<27:38,  1.19s/it]
Training 2/3 epoch (loss 0.2228):  43%|████▎     | 1048/2439 [20:57<27:27,  1.18s/it]
Training 2/3 epoch (loss 0.2419):  43%|████▎     | 1048/2439 [20:58<27:27,  1.18s/it]
Training 2/3 epoch (loss 0.2419):  43%|████▎     | 1049/2439 [20:58<26:51,  1.16s/it]
Training 2/3 epoch (loss 0.2267):  43%|████▎     | 1049/2439 [20:59<26:51,  1.16s/it]
Training 2/3 epoch (loss 0.2267):  43%|████▎     | 1050/2439 [20:59<26:23,  1.14s/it]
Training 2/3 epoch (loss 0.2075):  43%|████▎     | 1050/2439 [21:00<26:23,  1.14s/it]
Training 2/3 epoch (loss 0.2075):  43%|████▎     | 1051/2439 [21:00<25:31,  1.10s/it]
Training 2/3 epoch (loss 0.2512):  43%|████▎     | 1051/2439 [21:01<25:31,  1.10s/it]
Training 2/3 epoch (loss 0.2512):  43%|████▎     | 1052/2439 [21:01<24:32,  1.06s/it]
Training 2/3 epoch (loss 0.2097):  43%|████▎     | 1052/2439 [21:02<24:32,  1.06s/it]
Training 2/3 epoch (loss 0.2097):  43%|████▎     | 1053/2439 [21:02<24:30,  1.06s/it]
Training 2/3 epoch (loss 0.2439):  43%|████▎     | 1053/2439 [21:03<24:30,  1.06s/it]
Training 2/3 epoch (loss 0.2439):  43%|████▎     | 1054/2439 [21:03<24:24,  1.06s/it]
Training 2/3 epoch (loss 0.2749):  43%|████▎     | 1054/2439 [21:05<24:24,  1.06s/it]
Training 2/3 epoch (loss 0.2749):  43%|████▎     | 1055/2439 [21:05<25:50,  1.12s/it]
Training 2/3 epoch (loss 0.2848):  43%|████▎     | 1055/2439 [21:06<25:50,  1.12s/it]
Training 2/3 epoch (loss 0.2848):  43%|████▎     | 1056/2439 [21:06<26:37,  1.16s/it]
Training 2/3 epoch (loss 0.2915):  43%|████▎     | 1056/2439 [21:07<26:37,  1.16s/it]
Training 2/3 epoch (loss 0.2915):  43%|████▎     | 1057/2439 [21:07<28:02,  1.22s/it]
Training 2/3 epoch (loss 0.2488):  43%|████▎     | 1057/2439 [21:09<28:02,  1.22s/it]
Training 2/3 epoch (loss 0.2488):  43%|████▎     | 1058/2439 [21:09<34:33,  1.50s/it]
Training 2/3 epoch (loss 0.2363):  43%|████▎     | 1058/2439 [21:11<34:33,  1.50s/it]
Training 2/3 epoch (loss 0.2363):  43%|████▎     | 1059/2439 [21:11<34:02,  1.48s/it]
Training 2/3 epoch (loss 0.2479):  43%|████▎     | 1059/2439 [21:12<34:02,  1.48s/it]
Training 2/3 epoch (loss 0.2479):  43%|████▎     | 1060/2439 [21:12<31:36,  1.38s/it]
Training 2/3 epoch (loss 0.2858):  43%|████▎     | 1060/2439 [21:13<31:36,  1.38s/it]
Training 2/3 epoch (loss 0.2858):  44%|████▎     | 1061/2439 [21:13<28:30,  1.24s/it]
Training 2/3 epoch (loss 0.2542):  44%|████▎     | 1061/2439 [21:14<28:30,  1.24s/it]
Training 2/3 epoch (loss 0.2542):  44%|████▎     | 1062/2439 [21:14<28:39,  1.25s/it]
Training 2/3 epoch (loss 0.2627):  44%|████▎     | 1062/2439 [21:15<28:39,  1.25s/it]
Training 2/3 epoch (loss 0.2627):  44%|████▎     | 1063/2439 [21:15<28:06,  1.23s/it]
Training 2/3 epoch (loss 0.2396):  44%|████▎     | 1063/2439 [21:17<28:06,  1.23s/it]
Training 2/3 epoch (loss 0.2396):  44%|████▎     | 1064/2439 [21:17<29:49,  1.30s/it]
Training 2/3 epoch (loss 0.2287):  44%|████▎     | 1064/2439 [21:18<29:49,  1.30s/it]
Training 2/3 epoch (loss 0.2287):  44%|████▎     | 1065/2439 [21:18<29:10,  1.27s/it]
Training 2/3 epoch (loss 0.2626):  44%|████▎     | 1065/2439 [21:19<29:10,  1.27s/it]
Training 2/3 epoch (loss 0.2626):  44%|████▎     | 1066/2439 [21:19<28:59,  1.27s/it]
Training 2/3 epoch (loss 0.2758):  44%|████▎     | 1066/2439 [21:20<28:59,  1.27s/it]
Training 2/3 epoch (loss 0.2758):  44%|████▎     | 1067/2439 [21:20<29:07,  1.27s/it]
Training 2/3 epoch (loss 0.2429):  44%|████▎     | 1067/2439 [21:22<29:07,  1.27s/it]
Training 2/3 epoch (loss 0.2429):  44%|████▍     | 1068/2439 [21:22<27:50,  1.22s/it]
Training 2/3 epoch (loss 0.1764):  44%|████▍     | 1068/2439 [21:22<27:50,  1.22s/it]
Training 2/3 epoch (loss 0.1764):  44%|████▍     | 1069/2439 [21:22<24:58,  1.09s/it]
Training 2/3 epoch (loss 0.2246):  44%|████▍     | 1069/2439 [21:23<24:58,  1.09s/it]
Training 2/3 epoch (loss 0.2246):  44%|████▍     | 1070/2439 [21:23<24:27,  1.07s/it]
Training 2/3 epoch (loss 0.2888):  44%|████▍     | 1070/2439 [21:25<24:27,  1.07s/it]
Training 2/3 epoch (loss 0.2888):  44%|████▍     | 1071/2439 [21:25<25:59,  1.14s/it]
Training 2/3 epoch (loss 0.1988):  44%|████▍     | 1071/2439 [21:26<25:59,  1.14s/it]
Training 2/3 epoch (loss 0.1988):  44%|████▍     | 1072/2439 [21:26<26:06,  1.15s/it]
Training 2/3 epoch (loss 0.1849):  44%|████▍     | 1072/2439 [21:27<26:06,  1.15s/it]
Training 2/3 epoch (loss 0.1849):  44%|████▍     | 1073/2439 [21:27<25:53,  1.14s/it]
Training 2/3 epoch (loss 0.2401):  44%|████▍     | 1073/2439 [21:28<25:53,  1.14s/it]
Training 2/3 epoch (loss 0.2401):  44%|████▍     | 1074/2439 [21:28<24:46,  1.09s/it]
Training 2/3 epoch (loss 0.1857):  44%|████▍     | 1074/2439 [21:29<24:46,  1.09s/it]
Training 2/3 epoch (loss 0.1857):  44%|████▍     | 1075/2439 [21:29<24:56,  1.10s/it]
Training 2/3 epoch (loss 0.1513):  44%|████▍     | 1075/2439 [21:30<24:56,  1.10s/it]
Training 2/3 epoch (loss 0.1513):  44%|████▍     | 1076/2439 [21:30<24:41,  1.09s/it]
Training 2/3 epoch (loss 0.2789):  44%|████▍     | 1076/2439 [21:31<24:41,  1.09s/it]
Training 2/3 epoch (loss 0.2789):  44%|████▍     | 1077/2439 [21:31<24:58,  1.10s/it]
Training 2/3 epoch (loss 0.1751):  44%|████▍     | 1077/2439 [21:32<24:58,  1.10s/it]
Training 2/3 epoch (loss 0.1751):  44%|████▍     | 1078/2439 [21:32<23:47,  1.05s/it]
Training 2/3 epoch (loss 0.1955):  44%|████▍     | 1078/2439 [21:33<23:47,  1.05s/it]
Training 2/3 epoch (loss 0.1955):  44%|████▍     | 1079/2439 [21:33<23:05,  1.02s/it]
Training 2/3 epoch (loss 0.2647):  44%|████▍     | 1079/2439 [21:34<23:05,  1.02s/it]
Training 2/3 epoch (loss 0.2647):  44%|████▍     | 1080/2439 [21:34<24:10,  1.07s/it]
Training 2/3 epoch (loss 0.2443):  44%|████▍     | 1080/2439 [21:35<24:10,  1.07s/it]
Training 2/3 epoch (loss 0.2443):  44%|████▍     | 1081/2439 [21:35<22:24,  1.01it/s]
Training 2/3 epoch (loss 0.2603):  44%|████▍     | 1081/2439 [21:37<22:24,  1.01it/s]
Training 2/3 epoch (loss 0.2603):  44%|████▍     | 1082/2439 [21:37<26:03,  1.15s/it]
Training 2/3 epoch (loss 0.3384):  44%|████▍     | 1082/2439 [21:38<26:03,  1.15s/it]
Training 2/3 epoch (loss 0.3384):  44%|████▍     | 1083/2439 [21:38<25:38,  1.13s/it]
Training 2/3 epoch (loss 0.2162):  44%|████▍     | 1083/2439 [21:39<25:38,  1.13s/it]
Training 2/3 epoch (loss 0.2162):  44%|████▍     | 1084/2439 [21:39<25:37,  1.13s/it]
Training 2/3 epoch (loss 0.2689):  44%|████▍     | 1084/2439 [21:40<25:37,  1.13s/it]
Training 2/3 epoch (loss 0.2689):  44%|████▍     | 1085/2439 [21:40<24:32,  1.09s/it]
Training 2/3 epoch (loss 0.2271):  44%|████▍     | 1085/2439 [21:41<24:32,  1.09s/it]
Training 2/3 epoch (loss 0.2271):  45%|████▍     | 1086/2439 [21:41<22:57,  1.02s/it]
Training 2/3 epoch (loss 0.2910):  45%|████▍     | 1086/2439 [21:42<22:57,  1.02s/it]
Training 2/3 epoch (loss 0.2910):  45%|████▍     | 1087/2439 [21:42<23:47,  1.06s/it]
Training 2/3 epoch (loss 0.1896):  45%|████▍     | 1087/2439 [21:43<23:47,  1.06s/it]
Training 2/3 epoch (loss 0.1896):  45%|████▍     | 1088/2439 [21:43<23:29,  1.04s/it]
Training 2/3 epoch (loss 0.1926):  45%|████▍     | 1088/2439 [21:44<23:29,  1.04s/it]
Training 2/3 epoch (loss 0.1926):  45%|████▍     | 1089/2439 [21:44<23:50,  1.06s/it]
Training 2/3 epoch (loss 0.1822):  45%|████▍     | 1089/2439 [21:46<23:50,  1.06s/it]
Training 2/3 epoch (loss 0.1822):  45%|████▍     | 1090/2439 [21:46<27:27,  1.22s/it]
Training 2/3 epoch (loss 0.2643):  45%|████▍     | 1090/2439 [21:47<27:27,  1.22s/it]
Training 2/3 epoch (loss 0.2643):  45%|████▍     | 1091/2439 [21:47<27:50,  1.24s/it]
Training 2/3 epoch (loss 0.1876):  45%|████▍     | 1091/2439 [21:48<27:50,  1.24s/it]
Training 2/3 epoch (loss 0.1876):  45%|████▍     | 1092/2439 [21:48<29:00,  1.29s/it]
Training 2/3 epoch (loss 0.1621):  45%|████▍     | 1092/2439 [21:49<29:00,  1.29s/it]
Training 2/3 epoch (loss 0.1621):  45%|████▍     | 1093/2439 [21:49<26:22,  1.18s/it]
Training 2/3 epoch (loss 0.2342):  45%|████▍     | 1093/2439 [21:50<26:22,  1.18s/it]
Training 2/3 epoch (loss 0.2342):  45%|████▍     | 1094/2439 [21:50<25:40,  1.15s/it]
Training 2/3 epoch (loss 0.1932):  45%|████▍     | 1094/2439 [21:52<25:40,  1.15s/it]
Training 2/3 epoch (loss 0.1932):  45%|████▍     | 1095/2439 [21:52<27:45,  1.24s/it]
Training 2/3 epoch (loss 0.3016):  45%|████▍     | 1095/2439 [21:53<27:45,  1.24s/it]
Training 2/3 epoch (loss 0.3016):  45%|████▍     | 1096/2439 [21:53<29:25,  1.31s/it]
Training 2/3 epoch (loss 0.3393):  45%|████▍     | 1096/2439 [21:56<29:25,  1.31s/it]
Training 2/3 epoch (loss 0.3393):  45%|████▍     | 1097/2439 [21:56<36:21,  1.63s/it]
Training 2/3 epoch (loss 0.2426):  45%|████▍     | 1097/2439 [21:57<36:21,  1.63s/it]
Training 2/3 epoch (loss 0.2426):  45%|████▌     | 1098/2439 [21:57<35:53,  1.61s/it]
Training 2/3 epoch (loss 0.2401):  45%|████▌     | 1098/2439 [21:58<35:53,  1.61s/it]
Training 2/3 epoch (loss 0.2401):  45%|████▌     | 1099/2439 [21:58<32:19,  1.45s/it]
Training 2/3 epoch (loss 0.2866):  45%|████▌     | 1099/2439 [21:59<32:19,  1.45s/it]
Training 2/3 epoch (loss 0.2866):  45%|████▌     | 1100/2439 [21:59<30:40,  1.37s/it]
Training 2/3 epoch (loss 0.1999):  45%|████▌     | 1100/2439 [22:00<30:40,  1.37s/it]
Training 2/3 epoch (loss 0.1999):  45%|████▌     | 1101/2439 [22:00<27:34,  1.24s/it]
Training 2/3 epoch (loss 0.2246):  45%|████▌     | 1101/2439 [22:02<27:34,  1.24s/it]
Training 2/3 epoch (loss 0.2246):  45%|████▌     | 1102/2439 [22:02<27:32,  1.24s/it]
Training 2/3 epoch (loss 0.2176):  45%|████▌     | 1102/2439 [22:02<27:32,  1.24s/it]
Training 2/3 epoch (loss 0.2176):  45%|████▌     | 1103/2439 [22:02<25:07,  1.13s/it]
Training 2/3 epoch (loss 0.2523):  45%|████▌     | 1103/2439 [22:04<25:07,  1.13s/it]
Training 2/3 epoch (loss 0.2523):  45%|████▌     | 1104/2439 [22:04<25:44,  1.16s/it]
Training 2/3 epoch (loss 0.2398):  45%|████▌     | 1104/2439 [22:05<25:44,  1.16s/it]
Training 2/3 epoch (loss 0.2398):  45%|████▌     | 1105/2439 [22:05<24:20,  1.09s/it]
Training 2/3 epoch (loss 0.2736):  45%|████▌     | 1105/2439 [22:06<24:20,  1.09s/it]
Training 2/3 epoch (loss 0.2736):  45%|████▌     | 1106/2439 [22:06<28:10,  1.27s/it]
Training 2/3 epoch (loss 0.2011):  45%|████▌     | 1106/2439 [22:07<28:10,  1.27s/it]
Training 2/3 epoch (loss 0.2011):  45%|████▌     | 1107/2439 [22:07<27:15,  1.23s/it]
Training 2/3 epoch (loss 0.2180):  45%|████▌     | 1107/2439 [22:08<27:15,  1.23s/it]
Training 2/3 epoch (loss 0.2180):  45%|████▌     | 1108/2439 [22:08<26:23,  1.19s/it]
Training 2/3 epoch (loss 0.2273):  45%|████▌     | 1108/2439 [22:10<26:23,  1.19s/it]
Training 2/3 epoch (loss 0.2273):  45%|████▌     | 1109/2439 [22:10<25:30,  1.15s/it]
Training 2/3 epoch (loss 0.1763):  45%|████▌     | 1109/2439 [22:10<25:30,  1.15s/it]
Training 2/3 epoch (loss 0.1763):  46%|████▌     | 1110/2439 [22:10<23:40,  1.07s/it]
Training 2/3 epoch (loss 0.3063):  46%|████▌     | 1110/2439 [22:12<23:40,  1.07s/it]
Training 2/3 epoch (loss 0.3063):  46%|████▌     | 1111/2439 [22:12<24:14,  1.10s/it]
Training 2/3 epoch (loss 0.2136):  46%|████▌     | 1111/2439 [22:13<24:14,  1.10s/it]
Training 2/3 epoch (loss 0.2136):  46%|████▌     | 1112/2439 [22:13<23:57,  1.08s/it]
Training 2/3 epoch (loss 0.2901):  46%|████▌     | 1112/2439 [22:14<23:57,  1.08s/it]
Training 2/3 epoch (loss 0.2901):  46%|████▌     | 1113/2439 [22:14<24:47,  1.12s/it]
Training 2/3 epoch (loss 0.1932):  46%|████▌     | 1113/2439 [22:15<24:47,  1.12s/it]
Training 2/3 epoch (loss 0.1932):  46%|████▌     | 1114/2439 [22:15<23:23,  1.06s/it]
Training 2/3 epoch (loss 0.2166):  46%|████▌     | 1114/2439 [22:16<23:23,  1.06s/it]
Training 2/3 epoch (loss 0.2166):  46%|████▌     | 1115/2439 [22:16<23:22,  1.06s/it]
Training 2/3 epoch (loss 0.2108):  46%|████▌     | 1115/2439 [22:17<23:22,  1.06s/it]
Training 2/3 epoch (loss 0.2108):  46%|████▌     | 1116/2439 [22:17<23:40,  1.07s/it]
Training 2/3 epoch (loss 0.2113):  46%|████▌     | 1116/2439 [22:18<23:40,  1.07s/it]
Training 2/3 epoch (loss 0.2113):  46%|████▌     | 1117/2439 [22:18<23:09,  1.05s/it]
Training 2/3 epoch (loss 0.2943):  46%|████▌     | 1117/2439 [22:19<23:09,  1.05s/it]
Training 2/3 epoch (loss 0.2943):  46%|████▌     | 1118/2439 [22:19<24:13,  1.10s/it]
Training 2/3 epoch (loss 0.2550):  46%|████▌     | 1118/2439 [22:20<24:13,  1.10s/it]
Training 2/3 epoch (loss 0.2550):  46%|████▌     | 1119/2439 [22:20<23:27,  1.07s/it]
Training 2/3 epoch (loss 0.1461):  46%|████▌     | 1119/2439 [22:21<23:27,  1.07s/it]
Training 2/3 epoch (loss 0.1461):  46%|████▌     | 1120/2439 [22:21<24:06,  1.10s/it]
Training 2/3 epoch (loss 0.1930):  46%|████▌     | 1120/2439 [22:22<24:06,  1.10s/it]
Training 2/3 epoch (loss 0.1930):  46%|████▌     | 1121/2439 [22:22<24:26,  1.11s/it]
Training 2/3 epoch (loss 0.2535):  46%|████▌     | 1121/2439 [22:24<24:26,  1.11s/it]
Training 2/3 epoch (loss 0.2535):  46%|████▌     | 1122/2439 [22:24<26:08,  1.19s/it]
Training 2/3 epoch (loss 0.2613):  46%|████▌     | 1122/2439 [22:25<26:08,  1.19s/it]
Training 2/3 epoch (loss 0.2613):  46%|████▌     | 1123/2439 [22:25<28:04,  1.28s/it]
Training 2/3 epoch (loss 0.2322):  46%|████▌     | 1123/2439 [22:26<28:04,  1.28s/it]
Training 2/3 epoch (loss 0.2322):  46%|████▌     | 1124/2439 [22:26<25:59,  1.19s/it]
Training 2/3 epoch (loss 0.2175):  46%|████▌     | 1124/2439 [22:27<25:59,  1.19s/it]
Training 2/3 epoch (loss 0.2175):  46%|████▌     | 1125/2439 [22:27<25:07,  1.15s/it]
Training 2/3 epoch (loss 0.1653):  46%|████▌     | 1125/2439 [22:28<25:07,  1.15s/it]
Training 2/3 epoch (loss 0.1653):  46%|████▌     | 1126/2439 [22:28<24:58,  1.14s/it]
Training 2/3 epoch (loss 0.2130):  46%|████▌     | 1126/2439 [22:30<24:58,  1.14s/it]
Training 2/3 epoch (loss 0.2130):  46%|████▌     | 1127/2439 [22:30<24:32,  1.12s/it]
Training 2/3 epoch (loss 0.2849):  46%|████▌     | 1127/2439 [22:31<24:32,  1.12s/it]
Training 2/3 epoch (loss 0.2849):  46%|████▌     | 1128/2439 [22:31<25:05,  1.15s/it]
Training 2/3 epoch (loss 0.3168):  46%|████▌     | 1128/2439 [22:32<25:05,  1.15s/it]
Training 2/3 epoch (loss 0.3168):  46%|████▋     | 1129/2439 [22:32<26:16,  1.20s/it]
Training 2/3 epoch (loss 0.2264):  46%|████▋     | 1129/2439 [22:33<26:16,  1.20s/it]
Training 2/3 epoch (loss 0.2264):  46%|████▋     | 1130/2439 [22:33<25:14,  1.16s/it]
Training 2/3 epoch (loss 0.2333):  46%|████▋     | 1130/2439 [22:34<25:14,  1.16s/it]
Training 2/3 epoch (loss 0.2333):  46%|████▋     | 1131/2439 [22:34<25:58,  1.19s/it]
Training 2/3 epoch (loss 0.2780):  46%|████▋     | 1131/2439 [22:37<25:58,  1.19s/it]
Training 2/3 epoch (loss 0.2780):  46%|████▋     | 1132/2439 [22:37<32:48,  1.51s/it]
Training 2/3 epoch (loss 0.1889):  46%|████▋     | 1132/2439 [22:38<32:48,  1.51s/it]
Training 2/3 epoch (loss 0.1889):  46%|████▋     | 1133/2439 [22:38<30:30,  1.40s/it]
Training 2/3 epoch (loss 0.1659):  46%|████▋     | 1133/2439 [22:39<30:30,  1.40s/it]
Training 2/3 epoch (loss 0.1659):  46%|████▋     | 1134/2439 [22:39<27:46,  1.28s/it]
Training 2/3 epoch (loss 0.2453):  46%|████▋     | 1134/2439 [22:40<27:46,  1.28s/it]
Training 2/3 epoch (loss 0.2453):  47%|████▋     | 1135/2439 [22:40<26:04,  1.20s/it]
Training 2/3 epoch (loss 0.2224):  47%|████▋     | 1135/2439 [22:41<26:04,  1.20s/it]
Training 2/3 epoch (loss 0.2224):  47%|████▋     | 1136/2439 [22:41<26:58,  1.24s/it]
Training 2/3 epoch (loss 0.2614):  47%|████▋     | 1136/2439 [22:42<26:58,  1.24s/it]
Training 2/3 epoch (loss 0.2614):  47%|████▋     | 1137/2439 [22:42<25:54,  1.19s/it]
Training 2/3 epoch (loss 0.1800):  47%|████▋     | 1137/2439 [22:44<25:54,  1.19s/it]
Training 2/3 epoch (loss 0.1800):  47%|████▋     | 1138/2439 [22:44<26:53,  1.24s/it]
Training 2/3 epoch (loss 0.1836):  47%|████▋     | 1138/2439 [22:45<26:53,  1.24s/it]
Training 2/3 epoch (loss 0.1836):  47%|████▋     | 1139/2439 [22:45<25:15,  1.17s/it]
Training 2/3 epoch (loss 0.2341):  47%|████▋     | 1139/2439 [22:46<25:15,  1.17s/it]
Training 2/3 epoch (loss 0.2341):  47%|████▋     | 1140/2439 [22:46<26:02,  1.20s/it]
Training 2/3 epoch (loss 0.2413):  47%|████▋     | 1140/2439 [22:48<26:02,  1.20s/it]
Training 2/3 epoch (loss 0.2413):  47%|████▋     | 1141/2439 [22:48<31:04,  1.44s/it]
Training 2/3 epoch (loss 0.2273):  47%|████▋     | 1141/2439 [22:49<31:04,  1.44s/it]
Training 2/3 epoch (loss 0.2273):  47%|████▋     | 1142/2439 [22:49<28:03,  1.30s/it]
Training 2/3 epoch (loss 0.2738):  47%|████▋     | 1142/2439 [22:50<28:03,  1.30s/it]
Training 2/3 epoch (loss 0.2738):  47%|████▋     | 1143/2439 [22:50<29:51,  1.38s/it]
Training 2/3 epoch (loss 0.2415):  47%|████▋     | 1143/2439 [22:52<29:51,  1.38s/it]
Training 2/3 epoch (loss 0.2415):  47%|████▋     | 1144/2439 [22:52<31:04,  1.44s/it]
Training 2/3 epoch (loss 0.2193):  47%|████▋     | 1144/2439 [22:54<31:04,  1.44s/it]
Training 2/3 epoch (loss 0.2193):  47%|████▋     | 1145/2439 [22:54<33:29,  1.55s/it]
Training 2/3 epoch (loss 0.2002):  47%|████▋     | 1145/2439 [22:55<33:29,  1.55s/it]
Training 2/3 epoch (loss 0.2002):  47%|████▋     | 1146/2439 [22:55<30:42,  1.42s/it]
Training 2/3 epoch (loss 0.2305):  47%|████▋     | 1146/2439 [22:56<30:42,  1.42s/it]
Training 2/3 epoch (loss 0.2305):  47%|████▋     | 1147/2439 [22:56<27:57,  1.30s/it]
Training 2/3 epoch (loss 0.2679):  47%|████▋     | 1147/2439 [22:57<27:57,  1.30s/it]
Training 2/3 epoch (loss 0.2679):  47%|████▋     | 1148/2439 [22:57<27:38,  1.28s/it]
Training 2/3 epoch (loss 0.2109):  47%|████▋     | 1148/2439 [22:58<27:38,  1.28s/it]
Training 2/3 epoch (loss 0.2109):  47%|████▋     | 1149/2439 [22:58<25:43,  1.20s/it]
Training 2/3 epoch (loss 0.2091):  47%|████▋     | 1149/2439 [22:59<25:43,  1.20s/it]
Training 2/3 epoch (loss 0.2091):  47%|████▋     | 1150/2439 [22:59<24:49,  1.16s/it]
Training 2/3 epoch (loss 0.2639):  47%|████▋     | 1150/2439 [23:00<24:49,  1.16s/it]
Training 2/3 epoch (loss 0.2639):  47%|████▋     | 1151/2439 [23:00<25:10,  1.17s/it]
Training 2/3 epoch (loss 0.1651):  47%|████▋     | 1151/2439 [23:01<25:10,  1.17s/it]
Training 2/3 epoch (loss 0.1651):  47%|████▋     | 1152/2439 [23:01<24:23,  1.14s/it]
Training 2/3 epoch (loss 0.2694):  47%|████▋     | 1152/2439 [23:03<24:23,  1.14s/it]
Training 2/3 epoch (loss 0.2694):  47%|████▋     | 1153/2439 [23:03<27:04,  1.26s/it]
Training 2/3 epoch (loss 0.2369):  47%|████▋     | 1153/2439 [23:06<27:04,  1.26s/it]
Training 2/3 epoch (loss 0.2369):  47%|████▋     | 1154/2439 [23:06<36:08,  1.69s/it]
Training 2/3 epoch (loss 0.1925):  47%|████▋     | 1154/2439 [23:07<36:08,  1.69s/it]
Training 2/3 epoch (loss 0.1925):  47%|████▋     | 1155/2439 [23:07<34:17,  1.60s/it]
Training 2/3 epoch (loss 0.2847):  47%|████▋     | 1155/2439 [23:08<34:17,  1.60s/it]
Training 2/3 epoch (loss 0.2847):  47%|████▋     | 1156/2439 [23:08<32:43,  1.53s/it]
Training 2/3 epoch (loss 0.1796):  47%|████▋     | 1156/2439 [23:09<32:43,  1.53s/it]
Training 2/3 epoch (loss 0.1796):  47%|████▋     | 1157/2439 [23:09<28:42,  1.34s/it]
Training 2/3 epoch (loss 0.3307):  47%|████▋     | 1157/2439 [23:11<28:42,  1.34s/it]
Training 2/3 epoch (loss 0.3307):  47%|████▋     | 1158/2439 [23:11<28:43,  1.35s/it]
Training 2/3 epoch (loss 0.2792):  47%|████▋     | 1158/2439 [23:12<28:43,  1.35s/it]
Training 2/3 epoch (loss 0.2792):  48%|████▊     | 1159/2439 [23:12<29:23,  1.38s/it]
Training 2/3 epoch (loss 0.2037):  48%|████▊     | 1159/2439 [23:13<29:23,  1.38s/it]
Training 2/3 epoch (loss 0.2037):  48%|████▊     | 1160/2439 [23:13<27:17,  1.28s/it]
Training 2/3 epoch (loss 0.2487):  48%|████▊     | 1160/2439 [23:14<27:17,  1.28s/it]
Training 2/3 epoch (loss 0.2487):  48%|████▊     | 1161/2439 [23:14<26:08,  1.23s/it]
Training 2/3 epoch (loss 0.2374):  48%|████▊     | 1161/2439 [23:16<26:08,  1.23s/it]
Training 2/3 epoch (loss 0.2374):  48%|████▊     | 1162/2439 [23:16<27:24,  1.29s/it]
Training 2/3 epoch (loss 0.3059):  48%|████▊     | 1162/2439 [23:17<27:24,  1.29s/it]
Training 2/3 epoch (loss 0.3059):  48%|████▊     | 1163/2439 [23:17<26:50,  1.26s/it]
Training 2/3 epoch (loss 0.2169):  48%|████▊     | 1163/2439 [23:19<26:50,  1.26s/it]
Training 2/3 epoch (loss 0.2169):  48%|████▊     | 1164/2439 [23:19<29:47,  1.40s/it]
Training 2/3 epoch (loss 0.2940):  48%|████▊     | 1164/2439 [23:20<29:47,  1.40s/it]
Training 2/3 epoch (loss 0.2940):  48%|████▊     | 1165/2439 [23:20<28:45,  1.35s/it]
Training 2/3 epoch (loss 0.2085):  48%|████▊     | 1165/2439 [23:21<28:45,  1.35s/it]
Training 2/3 epoch (loss 0.2085):  48%|████▊     | 1166/2439 [23:21<27:27,  1.29s/it]
Training 2/3 epoch (loss 0.2993):  48%|████▊     | 1166/2439 [23:23<27:27,  1.29s/it]
Training 2/3 epoch (loss 0.2993):  48%|████▊     | 1167/2439 [23:23<30:33,  1.44s/it]
Training 2/3 epoch (loss 0.3010):  48%|████▊     | 1167/2439 [23:24<30:33,  1.44s/it]
Training 2/3 epoch (loss 0.3010):  48%|████▊     | 1168/2439 [23:24<27:24,  1.29s/it]
Training 2/3 epoch (loss 0.2896):  48%|████▊     | 1168/2439 [23:25<27:24,  1.29s/it]
Training 2/3 epoch (loss 0.2896):  48%|████▊     | 1169/2439 [23:25<26:07,  1.23s/it]
Training 2/3 epoch (loss 0.2207):  48%|████▊     | 1169/2439 [23:26<26:07,  1.23s/it]
Training 2/3 epoch (loss 0.2207):  48%|████▊     | 1170/2439 [23:26<25:15,  1.19s/it]
Training 2/3 epoch (loss 0.2349):  48%|████▊     | 1170/2439 [23:27<25:15,  1.19s/it]
Training 2/3 epoch (loss 0.2349):  48%|████▊     | 1171/2439 [23:27<26:03,  1.23s/it]
Training 2/3 epoch (loss 0.1497):  48%|████▊     | 1171/2439 [23:28<26:03,  1.23s/it]
Training 2/3 epoch (loss 0.1497):  48%|████▊     | 1172/2439 [23:28<24:36,  1.17s/it]
Training 2/3 epoch (loss 0.1943):  48%|████▊     | 1172/2439 [23:29<24:36,  1.17s/it]
Training 2/3 epoch (loss 0.1943):  48%|████▊     | 1173/2439 [23:29<23:39,  1.12s/it]
Training 2/3 epoch (loss 0.2885):  48%|████▊     | 1173/2439 [23:30<23:39,  1.12s/it]
Training 2/3 epoch (loss 0.2885):  48%|████▊     | 1174/2439 [23:30<23:25,  1.11s/it]
Training 2/3 epoch (loss 0.2791):  48%|████▊     | 1174/2439 [23:32<23:25,  1.11s/it]
Training 2/3 epoch (loss 0.2791):  48%|████▊     | 1175/2439 [23:32<23:29,  1.12s/it]
Training 2/3 epoch (loss 0.2806):  48%|████▊     | 1175/2439 [23:33<23:29,  1.12s/it]
Training 2/3 epoch (loss 0.2806):  48%|████▊     | 1176/2439 [23:33<23:33,  1.12s/it]
Training 2/3 epoch (loss 0.2900):  48%|████▊     | 1176/2439 [23:35<23:33,  1.12s/it]
Training 2/3 epoch (loss 0.2900):  48%|████▊     | 1177/2439 [23:35<33:17,  1.58s/it]
Training 2/3 epoch (loss 0.2274):  48%|████▊     | 1177/2439 [23:36<33:17,  1.58s/it]
Training 2/3 epoch (loss 0.2274):  48%|████▊     | 1178/2439 [23:36<30:12,  1.44s/it]
Training 2/3 epoch (loss 0.2138):  48%|████▊     | 1178/2439 [23:37<30:12,  1.44s/it]
Training 2/3 epoch (loss 0.2138):  48%|████▊     | 1179/2439 [23:37<27:08,  1.29s/it]
Training 2/3 epoch (loss 0.2359):  48%|████▊     | 1179/2439 [23:38<27:08,  1.29s/it]
Training 2/3 epoch (loss 0.2359):  48%|████▊     | 1180/2439 [23:38<25:33,  1.22s/it]
Training 2/3 epoch (loss 0.2561):  48%|████▊     | 1180/2439 [23:40<25:33,  1.22s/it]
Training 2/3 epoch (loss 0.2561):  48%|████▊     | 1181/2439 [23:40<25:29,  1.22s/it]
Training 2/3 epoch (loss 0.3094):  48%|████▊     | 1181/2439 [23:41<25:29,  1.22s/it]
Training 2/3 epoch (loss 0.3094):  48%|████▊     | 1182/2439 [23:41<26:01,  1.24s/it]
Training 2/3 epoch (loss 0.2330):  48%|████▊     | 1182/2439 [23:42<26:01,  1.24s/it]
Training 2/3 epoch (loss 0.2330):  49%|████▊     | 1183/2439 [23:42<25:17,  1.21s/it]
Training 2/3 epoch (loss 0.2801):  49%|████▊     | 1183/2439 [23:43<25:17,  1.21s/it]
Training 2/3 epoch (loss 0.2801):  49%|████▊     | 1184/2439 [23:43<25:49,  1.23s/it]
Training 2/3 epoch (loss 0.2746):  49%|████▊     | 1184/2439 [23:45<25:49,  1.23s/it]
Training 2/3 epoch (loss 0.2746):  49%|████▊     | 1185/2439 [23:45<25:07,  1.20s/it]
Training 2/3 epoch (loss 0.2863):  49%|████▊     | 1185/2439 [23:46<25:07,  1.20s/it]
Training 2/3 epoch (loss 0.2863):  49%|████▊     | 1186/2439 [23:46<24:54,  1.19s/it]
Training 2/3 epoch (loss 0.2326):  49%|████▊     | 1186/2439 [23:47<24:54,  1.19s/it]
Training 2/3 epoch (loss 0.2326):  49%|████▊     | 1187/2439 [23:47<25:21,  1.22s/it]
Training 2/3 epoch (loss 0.2708):  49%|████▊     | 1187/2439 [23:48<25:21,  1.22s/it]
Training 2/3 epoch (loss 0.2708):  49%|████▊     | 1188/2439 [23:48<26:29,  1.27s/it]
Training 2/3 epoch (loss 0.2492):  49%|████▊     | 1188/2439 [23:49<26:29,  1.27s/it]
Training 2/3 epoch (loss 0.2492):  49%|████▊     | 1189/2439 [23:49<24:47,  1.19s/it]
Training 2/3 epoch (loss 0.2040):  49%|████▊     | 1189/2439 [23:50<24:47,  1.19s/it]
Training 2/3 epoch (loss 0.2040):  49%|████▉     | 1190/2439 [23:50<24:12,  1.16s/it]
Training 2/3 epoch (loss 0.2252):  49%|████▉     | 1190/2439 [23:52<24:12,  1.16s/it]
Training 2/3 epoch (loss 0.2252):  49%|████▉     | 1191/2439 [23:52<25:20,  1.22s/it]
Training 2/3 epoch (loss 0.2954):  49%|████▉     | 1191/2439 [23:53<25:20,  1.22s/it]
Training 2/3 epoch (loss 0.2954):  49%|████▉     | 1192/2439 [23:53<25:16,  1.22s/it]
Training 2/3 epoch (loss 0.1897):  49%|████▉     | 1192/2439 [23:54<25:16,  1.22s/it]
Training 2/3 epoch (loss 0.1897):  49%|████▉     | 1193/2439 [23:54<23:32,  1.13s/it]
Training 2/3 epoch (loss 0.2330):  49%|████▉     | 1193/2439 [23:55<23:32,  1.13s/it]
Training 2/3 epoch (loss 0.2330):  49%|████▉     | 1194/2439 [23:55<23:16,  1.12s/it]
Training 2/3 epoch (loss 0.1984):  49%|████▉     | 1194/2439 [23:56<23:16,  1.12s/it]
Training 2/3 epoch (loss 0.1984):  49%|████▉     | 1195/2439 [23:56<22:29,  1.08s/it]
Training 2/3 epoch (loss 0.2471):  49%|████▉     | 1195/2439 [23:58<22:29,  1.08s/it]
Training 2/3 epoch (loss 0.2471):  49%|████▉     | 1196/2439 [23:58<24:48,  1.20s/it]
Training 2/3 epoch (loss 0.2141):  49%|████▉     | 1196/2439 [23:59<24:48,  1.20s/it]
Training 2/3 epoch (loss 0.2141):  49%|████▉     | 1197/2439 [23:59<24:01,  1.16s/it]
Training 2/3 epoch (loss 0.2454):  49%|████▉     | 1197/2439 [24:00<24:01,  1.16s/it]
Training 2/3 epoch (loss 0.2454):  49%|████▉     | 1198/2439 [24:00<23:59,  1.16s/it]
Training 2/3 epoch (loss 0.2318):  49%|████▉     | 1198/2439 [24:02<23:59,  1.16s/it]
Training 2/3 epoch (loss 0.2318):  49%|████▉     | 1199/2439 [24:02<29:04,  1.41s/it]
Training 2/3 epoch (loss 0.2701):  49%|████▉     | 1199/2439 [24:03<29:04,  1.41s/it]
Training 2/3 epoch (loss 0.2701):  49%|████▉     | 1200/2439 [24:03<27:58,  1.35s/it]
Training 2/3 epoch (loss 0.2663):  49%|████▉     | 1200/2439 [24:04<27:58,  1.35s/it]
Training 2/3 epoch (loss 0.2663):  49%|████▉     | 1201/2439 [24:04<27:29,  1.33s/it]
Training 2/3 epoch (loss 0.2192):  49%|████▉     | 1201/2439 [24:05<27:29,  1.33s/it]
Training 2/3 epoch (loss 0.2192):  49%|████▉     | 1202/2439 [24:05<25:28,  1.24s/it]
Training 2/3 epoch (loss 0.2156):  49%|████▉     | 1202/2439 [24:06<25:28,  1.24s/it]
Training 2/3 epoch (loss 0.2156):  49%|████▉     | 1203/2439 [24:06<23:50,  1.16s/it]
Training 2/3 epoch (loss 0.2932):  49%|████▉     | 1203/2439 [24:07<23:50,  1.16s/it]
Training 2/3 epoch (loss 0.2932):  49%|████▉     | 1204/2439 [24:07<22:29,  1.09s/it]
Training 2/3 epoch (loss 0.2017):  49%|████▉     | 1204/2439 [24:08<22:29,  1.09s/it]
Training 2/3 epoch (loss 0.2017):  49%|████▉     | 1205/2439 [24:08<21:41,  1.05s/it]
Training 2/3 epoch (loss 0.1955):  49%|████▉     | 1205/2439 [24:09<21:41,  1.05s/it]
Training 2/3 epoch (loss 0.1955):  49%|████▉     | 1206/2439 [24:09<22:57,  1.12s/it]
Training 2/3 epoch (loss 0.1953):  49%|████▉     | 1206/2439 [24:11<22:57,  1.12s/it]
Training 2/3 epoch (loss 0.1953):  49%|████▉     | 1207/2439 [24:11<23:21,  1.14s/it]
Training 2/3 epoch (loss 0.2864):  49%|████▉     | 1207/2439 [24:12<23:21,  1.14s/it]
Training 2/3 epoch (loss 0.2864):  50%|████▉     | 1208/2439 [24:12<24:26,  1.19s/it]
Training 2/3 epoch (loss 0.1965):  50%|████▉     | 1208/2439 [24:13<24:26,  1.19s/it]
Training 2/3 epoch (loss 0.1965):  50%|████▉     | 1209/2439 [24:13<23:46,  1.16s/it]
Training 2/3 epoch (loss 0.2455):  50%|████▉     | 1209/2439 [24:14<23:46,  1.16s/it]
Training 2/3 epoch (loss 0.2455):  50%|████▉     | 1210/2439 [24:14<22:41,  1.11s/it]
Training 2/3 epoch (loss 0.1991):  50%|████▉     | 1210/2439 [24:15<22:41,  1.11s/it]
Training 2/3 epoch (loss 0.1991):  50%|████▉     | 1211/2439 [24:15<21:30,  1.05s/it]
Training 2/3 epoch (loss 0.2148):  50%|████▉     | 1211/2439 [24:16<21:30,  1.05s/it]
Training 2/3 epoch (loss 0.2148):  50%|████▉     | 1212/2439 [24:16<21:02,  1.03s/it]
Training 2/3 epoch (loss 0.2648):  50%|████▉     | 1212/2439 [24:17<21:02,  1.03s/it]
Training 2/3 epoch (loss 0.2648):  50%|████▉     | 1213/2439 [24:17<20:58,  1.03s/it]
Training 2/3 epoch (loss 0.2635):  50%|████▉     | 1213/2439 [24:18<20:58,  1.03s/it]
Training 2/3 epoch (loss 0.2635):  50%|████▉     | 1214/2439 [24:18<21:46,  1.07s/it]
Training 2/3 epoch (loss 0.2839):  50%|████▉     | 1214/2439 [24:19<21:46,  1.07s/it]
Training 2/3 epoch (loss 0.2839):  50%|████▉     | 1215/2439 [24:19<22:57,  1.13s/it]
Training 2/3 epoch (loss 0.2538):  50%|████▉     | 1215/2439 [24:21<22:57,  1.13s/it]
Training 2/3 epoch (loss 0.2538):  50%|████▉     | 1216/2439 [24:21<24:08,  1.18s/it]
Training 2/3 epoch (loss 0.1705):  50%|████▉     | 1216/2439 [24:22<24:08,  1.18s/it]
Training 2/3 epoch (loss 0.1705):  50%|████▉     | 1217/2439 [24:22<22:55,  1.13s/it]
Training 2/3 epoch (loss 0.2012):  50%|████▉     | 1217/2439 [24:23<22:55,  1.13s/it]
Training 2/3 epoch (loss 0.2012):  50%|████▉     | 1218/2439 [24:23<22:49,  1.12s/it]
Training 2/3 epoch (loss 0.2036):  50%|████▉     | 1218/2439 [24:24<22:49,  1.12s/it]
Training 2/3 epoch (loss 0.2036):  50%|████▉     | 1219/2439 [24:24<23:45,  1.17s/it]
Training 2/3 epoch (loss 0.3112):  50%|████▉     | 1219/2439 [24:25<23:45,  1.17s/it]
Training 2/3 epoch (loss 0.3112):  50%|█████     | 1220/2439 [24:25<23:23,  1.15s/it]
Training 2/3 epoch (loss 0.1872):  50%|█████     | 1220/2439 [24:26<23:23,  1.15s/it]
Training 2/3 epoch (loss 0.1872):  50%|█████     | 1221/2439 [24:26<22:20,  1.10s/it]
Training 2/3 epoch (loss 0.1672):  50%|█████     | 1221/2439 [24:27<22:20,  1.10s/it]
Training 2/3 epoch (loss 0.1672):  50%|█████     | 1222/2439 [24:27<22:12,  1.09s/it]
Training 2/3 epoch (loss 0.2610):  50%|█████     | 1222/2439 [24:28<22:12,  1.09s/it]
Training 2/3 epoch (loss 0.2610):  50%|█████     | 1223/2439 [24:28<22:47,  1.12s/it]
Training 2/3 epoch (loss 0.3149):  50%|█████     | 1223/2439 [24:30<22:47,  1.12s/it]
Training 2/3 epoch (loss 0.3149):  50%|█████     | 1224/2439 [24:30<23:06,  1.14s/it]
Training 2/3 epoch (loss 0.1958):  50%|█████     | 1224/2439 [24:31<23:06,  1.14s/it]
Training 2/3 epoch (loss 0.1958):  50%|█████     | 1225/2439 [24:31<23:44,  1.17s/it]
Training 2/3 epoch (loss 0.1606):  50%|█████     | 1225/2439 [24:32<23:44,  1.17s/it]
Training 2/3 epoch (loss 0.1606):  50%|█████     | 1226/2439 [24:32<25:38,  1.27s/it]
Training 2/3 epoch (loss 0.3051):  50%|█████     | 1226/2439 [24:34<25:38,  1.27s/it]
Training 2/3 epoch (loss 0.3051):  50%|█████     | 1227/2439 [24:34<26:25,  1.31s/it]
Training 2/3 epoch (loss 0.1931):  50%|█████     | 1227/2439 [24:35<26:25,  1.31s/it]
Training 2/3 epoch (loss 0.1931):  50%|█████     | 1228/2439 [24:35<24:59,  1.24s/it]
Training 2/3 epoch (loss 0.2133):  50%|█████     | 1228/2439 [24:36<24:59,  1.24s/it]
Training 2/3 epoch (loss 0.2133):  50%|█████     | 1229/2439 [24:36<23:30,  1.17s/it]
Training 2/3 epoch (loss 0.2504):  50%|█████     | 1229/2439 [24:37<23:30,  1.17s/it]
Training 2/3 epoch (loss 0.2504):  50%|█████     | 1230/2439 [24:37<23:05,  1.15s/it]
Training 2/3 epoch (loss 0.2952):  50%|█████     | 1230/2439 [24:38<23:05,  1.15s/it]
Training 2/3 epoch (loss 0.2952):  50%|█████     | 1231/2439 [24:38<22:47,  1.13s/it]
Training 2/3 epoch (loss 0.2783):  50%|█████     | 1231/2439 [24:39<22:47,  1.13s/it]
Training 2/3 epoch (loss 0.2783):  51%|█████     | 1232/2439 [24:39<24:15,  1.21s/it]
Training 2/3 epoch (loss 0.2451):  51%|█████     | 1232/2439 [24:41<24:15,  1.21s/it]
Training 2/3 epoch (loss 0.2451):  51%|█████     | 1233/2439 [24:41<24:28,  1.22s/it]
Training 2/3 epoch (loss 0.2213):  51%|█████     | 1233/2439 [24:42<24:28,  1.22s/it]
Training 2/3 epoch (loss 0.2213):  51%|█████     | 1234/2439 [24:42<23:21,  1.16s/it]
Training 2/3 epoch (loss 0.2178):  51%|█████     | 1234/2439 [24:43<23:21,  1.16s/it]
Training 2/3 epoch (loss 0.2178):  51%|█████     | 1235/2439 [24:43<23:02,  1.15s/it]
Training 2/3 epoch (loss 0.1875):  51%|█████     | 1235/2439 [24:44<23:02,  1.15s/it]
Training 2/3 epoch (loss 0.1875):  51%|█████     | 1236/2439 [24:44<22:29,  1.12s/it]
Training 2/3 epoch (loss 0.1936):  51%|█████     | 1236/2439 [24:45<22:29,  1.12s/it]
Training 2/3 epoch (loss 0.1936):  51%|█████     | 1237/2439 [24:45<24:09,  1.21s/it]
Training 2/3 epoch (loss 0.2495):  51%|█████     | 1237/2439 [24:46<24:09,  1.21s/it]
Training 2/3 epoch (loss 0.2495):  51%|█████     | 1238/2439 [24:46<23:11,  1.16s/it]
Training 2/3 epoch (loss 0.3145):  51%|█████     | 1238/2439 [24:48<23:11,  1.16s/it]
Training 2/3 epoch (loss 0.3145):  51%|█████     | 1239/2439 [24:48<25:33,  1.28s/it]
Training 2/3 epoch (loss 0.2773):  51%|█████     | 1239/2439 [24:49<25:33,  1.28s/it]
Training 2/3 epoch (loss 0.2773):  51%|█████     | 1240/2439 [24:49<24:52,  1.25s/it]
Training 2/3 epoch (loss 0.3679):  51%|█████     | 1240/2439 [24:50<24:52,  1.25s/it]
Training 2/3 epoch (loss 0.3679):  51%|█████     | 1241/2439 [24:50<25:13,  1.26s/it]
Training 2/3 epoch (loss 0.1865):  51%|█████     | 1241/2439 [24:51<25:13,  1.26s/it]
Training 2/3 epoch (loss 0.1865):  51%|█████     | 1242/2439 [24:51<23:34,  1.18s/it]
Training 2/3 epoch (loss 0.2224):  51%|█████     | 1242/2439 [24:52<23:34,  1.18s/it]
Training 2/3 epoch (loss 0.2224):  51%|█████     | 1243/2439 [24:52<23:06,  1.16s/it]
Training 2/3 epoch (loss 0.2025):  51%|█████     | 1243/2439 [24:53<23:06,  1.16s/it]
Training 2/3 epoch (loss 0.2025):  51%|█████     | 1244/2439 [24:53<21:12,  1.06s/it]
Training 2/3 epoch (loss 0.2100):  51%|█████     | 1244/2439 [24:54<21:12,  1.06s/it]
Training 2/3 epoch (loss 0.2100):  51%|█████     | 1245/2439 [24:54<20:32,  1.03s/it]
Training 2/3 epoch (loss 0.2649):  51%|█████     | 1245/2439 [24:55<20:32,  1.03s/it]
Training 2/3 epoch (loss 0.2649):  51%|█████     | 1246/2439 [24:55<20:33,  1.03s/it]
Training 2/3 epoch (loss 0.1937):  51%|█████     | 1246/2439 [24:56<20:33,  1.03s/it]
Training 2/3 epoch (loss 0.1937):  51%|█████     | 1247/2439 [24:56<20:05,  1.01s/it]
Training 2/3 epoch (loss 0.2554):  51%|█████     | 1247/2439 [24:58<20:05,  1.01s/it]
Training 2/3 epoch (loss 0.2554):  51%|█████     | 1248/2439 [24:58<22:37,  1.14s/it]
Training 2/3 epoch (loss 0.2172):  51%|█████     | 1248/2439 [24:59<22:37,  1.14s/it]
Training 2/3 epoch (loss 0.2172):  51%|█████     | 1249/2439 [24:59<23:22,  1.18s/it]
Training 2/3 epoch (loss 0.1972):  51%|█████     | 1249/2439 [25:00<23:22,  1.18s/it]
Training 2/3 epoch (loss 0.1972):  51%|█████▏    | 1250/2439 [25:00<22:24,  1.13s/it]
Training 2/3 epoch (loss 0.2217):  51%|█████▏    | 1250/2439 [25:01<22:24,  1.13s/it]
Training 2/3 epoch (loss 0.2217):  51%|█████▏    | 1251/2439 [25:01<22:59,  1.16s/it]
Training 2/3 epoch (loss 0.2409):  51%|█████▏    | 1251/2439 [25:02<22:59,  1.16s/it]
Training 2/3 epoch (loss 0.2409):  51%|█████▏    | 1252/2439 [25:02<23:58,  1.21s/it]
Training 2/3 epoch (loss 0.2781):  51%|█████▏    | 1252/2439 [25:04<23:58,  1.21s/it]
Training 2/3 epoch (loss 0.2781):  51%|█████▏    | 1253/2439 [25:04<24:38,  1.25s/it]
Training 2/3 epoch (loss 0.2129):  51%|█████▏    | 1253/2439 [25:05<24:38,  1.25s/it]
Training 2/3 epoch (loss 0.2129):  51%|█████▏    | 1254/2439 [25:05<23:51,  1.21s/it]
Training 2/3 epoch (loss 0.2529):  51%|█████▏    | 1254/2439 [25:06<23:51,  1.21s/it]
Training 2/3 epoch (loss 0.2529):  51%|█████▏    | 1255/2439 [25:06<22:51,  1.16s/it]
Training 2/3 epoch (loss 0.2979):  51%|█████▏    | 1255/2439 [25:08<22:51,  1.16s/it]
Training 2/3 epoch (loss 0.2979):  51%|█████▏    | 1256/2439 [25:08<25:36,  1.30s/it]
Training 2/3 epoch (loss 0.2642):  51%|█████▏    | 1256/2439 [25:09<25:36,  1.30s/it]
Training 2/3 epoch (loss 0.2642):  52%|█████▏    | 1257/2439 [25:09<26:15,  1.33s/it]
Training 2/3 epoch (loss 0.2635):  52%|█████▏    | 1257/2439 [25:10<26:15,  1.33s/it]
Training 2/3 epoch (loss 0.2635):  52%|█████▏    | 1258/2439 [25:10<26:32,  1.35s/it]
Training 2/3 epoch (loss 0.3142):  52%|█████▏    | 1258/2439 [25:12<26:32,  1.35s/it]
Training 2/3 epoch (loss 0.3142):  52%|█████▏    | 1259/2439 [25:12<28:40,  1.46s/it]
Training 2/3 epoch (loss 0.1933):  52%|█████▏    | 1259/2439 [25:13<28:40,  1.46s/it]
Training 2/3 epoch (loss 0.1933):  52%|█████▏    | 1260/2439 [25:13<26:18,  1.34s/it]
Training 2/3 epoch (loss 0.2509):  52%|█████▏    | 1260/2439 [25:14<26:18,  1.34s/it]
Training 2/3 epoch (loss 0.2509):  52%|█████▏    | 1261/2439 [25:14<24:43,  1.26s/it]
Training 2/3 epoch (loss 0.2650):  52%|█████▏    | 1261/2439 [25:15<24:43,  1.26s/it]
Training 2/3 epoch (loss 0.2650):  52%|█████▏    | 1262/2439 [25:15<24:28,  1.25s/it]
Training 2/3 epoch (loss 0.2626):  52%|█████▏    | 1262/2439 [25:18<24:28,  1.25s/it]
Training 2/3 epoch (loss 0.2626):  52%|█████▏    | 1263/2439 [25:18<29:54,  1.53s/it]
Training 2/3 epoch (loss 0.2565):  52%|█████▏    | 1263/2439 [25:20<29:54,  1.53s/it]
Training 2/3 epoch (loss 0.2565):  52%|█████▏    | 1264/2439 [25:20<32:33,  1.66s/it]
Training 2/3 epoch (loss 0.1782):  52%|█████▏    | 1264/2439 [25:21<32:33,  1.66s/it]
Training 2/3 epoch (loss 0.1782):  52%|█████▏    | 1265/2439 [25:21<28:13,  1.44s/it]
Training 2/3 epoch (loss 0.1695):  52%|█████▏    | 1265/2439 [25:22<28:13,  1.44s/it]
Training 2/3 epoch (loss 0.1695):  52%|█████▏    | 1266/2439 [25:22<25:39,  1.31s/it]
Training 2/3 epoch (loss 0.1796):  52%|█████▏    | 1266/2439 [25:23<25:39,  1.31s/it]
Training 2/3 epoch (loss 0.1796):  52%|█████▏    | 1267/2439 [25:23<24:19,  1.25s/it]
Training 2/3 epoch (loss 0.2474):  52%|█████▏    | 1267/2439 [25:24<24:19,  1.25s/it]
Training 2/3 epoch (loss 0.2474):  52%|█████▏    | 1268/2439 [25:24<22:40,  1.16s/it]
Training 2/3 epoch (loss 0.2256):  52%|█████▏    | 1268/2439 [25:25<22:40,  1.16s/it]
Training 2/3 epoch (loss 0.2256):  52%|█████▏    | 1269/2439 [25:25<21:35,  1.11s/it]
Training 2/3 epoch (loss 0.2353):  52%|█████▏    | 1269/2439 [25:26<21:35,  1.11s/it]
Training 2/3 epoch (loss 0.2353):  52%|█████▏    | 1270/2439 [25:26<22:54,  1.18s/it]
Training 2/3 epoch (loss 0.2285):  52%|█████▏    | 1270/2439 [25:27<22:54,  1.18s/it]
Training 2/3 epoch (loss 0.2285):  52%|█████▏    | 1271/2439 [25:27<21:48,  1.12s/it]
Training 2/3 epoch (loss 0.2726):  52%|█████▏    | 1271/2439 [25:28<21:48,  1.12s/it]
Training 2/3 epoch (loss 0.2726):  52%|█████▏    | 1272/2439 [25:28<24:22,  1.25s/it]
Training 2/3 epoch (loss 0.2990):  52%|█████▏    | 1272/2439 [25:30<24:22,  1.25s/it]
Training 2/3 epoch (loss 0.2990):  52%|█████▏    | 1273/2439 [25:30<23:56,  1.23s/it]
Training 2/3 epoch (loss 0.3039):  52%|█████▏    | 1273/2439 [25:31<23:56,  1.23s/it]
Training 2/3 epoch (loss 0.3039):  52%|█████▏    | 1274/2439 [25:31<23:59,  1.24s/it]
Training 2/3 epoch (loss 0.2099):  52%|█████▏    | 1274/2439 [25:32<23:59,  1.24s/it]
Training 2/3 epoch (loss 0.2099):  52%|█████▏    | 1275/2439 [25:32<23:26,  1.21s/it]
Training 2/3 epoch (loss 0.2272):  52%|█████▏    | 1275/2439 [25:33<23:26,  1.21s/it]
Training 2/3 epoch (loss 0.2272):  52%|█████▏    | 1276/2439 [25:33<23:42,  1.22s/it]
Training 2/3 epoch (loss 0.3115):  52%|█████▏    | 1276/2439 [25:34<23:42,  1.22s/it]
Training 2/3 epoch (loss 0.3115):  52%|█████▏    | 1277/2439 [25:34<23:12,  1.20s/it]
Training 2/3 epoch (loss 0.2568):  52%|█████▏    | 1277/2439 [25:36<23:12,  1.20s/it]
Training 2/3 epoch (loss 0.2568):  52%|█████▏    | 1278/2439 [25:36<23:25,  1.21s/it]
Training 2/3 epoch (loss 0.2535):  52%|█████▏    | 1278/2439 [25:37<23:25,  1.21s/it]
Training 2/3 epoch (loss 0.2535):  52%|█████▏    | 1279/2439 [25:37<22:53,  1.18s/it]
Training 2/3 epoch (loss 0.2567):  52%|█████▏    | 1279/2439 [25:38<22:53,  1.18s/it]
Training 2/3 epoch (loss 0.2567):  52%|█████▏    | 1280/2439 [25:38<22:30,  1.16s/it]
Training 2/3 epoch (loss 0.2731):  52%|█████▏    | 1280/2439 [25:39<22:30,  1.16s/it]
Training 2/3 epoch (loss 0.2731):  53%|█████▎    | 1281/2439 [25:39<22:40,  1.17s/it]
Training 2/3 epoch (loss 0.2761):  53%|█████▎    | 1281/2439 [25:40<22:40,  1.17s/it]
Training 2/3 epoch (loss 0.2761):  53%|█████▎    | 1282/2439 [25:40<21:24,  1.11s/it]
Training 2/3 epoch (loss 0.2820):  53%|█████▎    | 1282/2439 [25:41<21:24,  1.11s/it]
Training 2/3 epoch (loss 0.2820):  53%|█████▎    | 1283/2439 [25:41<21:52,  1.14s/it]
Training 2/3 epoch (loss 0.2595):  53%|█████▎    | 1283/2439 [25:42<21:52,  1.14s/it]
Training 2/3 epoch (loss 0.2595):  53%|█████▎    | 1284/2439 [25:42<21:08,  1.10s/it]
Training 2/3 epoch (loss 0.2449):  53%|█████▎    | 1284/2439 [25:43<21:08,  1.10s/it]
Training 2/3 epoch (loss 0.2449):  53%|█████▎    | 1285/2439 [25:43<20:33,  1.07s/it]
Training 2/3 epoch (loss 0.2273):  53%|█████▎    | 1285/2439 [25:44<20:33,  1.07s/it]
Training 2/3 epoch (loss 0.2273):  53%|█████▎    | 1286/2439 [25:44<19:36,  1.02s/it]
Training 2/3 epoch (loss 0.2963):  53%|█████▎    | 1286/2439 [25:45<19:36,  1.02s/it]
Training 2/3 epoch (loss 0.2963):  53%|█████▎    | 1287/2439 [25:45<20:34,  1.07s/it]
Training 2/3 epoch (loss 0.2183):  53%|█████▎    | 1287/2439 [25:47<20:34,  1.07s/it]
Training 2/3 epoch (loss 0.2183):  53%|█████▎    | 1288/2439 [25:47<21:11,  1.10s/it]
Training 2/3 epoch (loss 0.1889):  53%|█████▎    | 1288/2439 [25:48<21:11,  1.10s/it]
Training 2/3 epoch (loss 0.1889):  53%|█████▎    | 1289/2439 [25:48<20:28,  1.07s/it]
Training 2/3 epoch (loss 0.2457):  53%|█████▎    | 1289/2439 [25:49<20:28,  1.07s/it]
Training 2/3 epoch (loss 0.2457):  53%|█████▎    | 1290/2439 [25:49<24:09,  1.26s/it]
Training 2/3 epoch (loss 0.2390):  53%|█████▎    | 1290/2439 [25:50<24:09,  1.26s/it]
Training 2/3 epoch (loss 0.2390):  53%|█████▎    | 1291/2439 [25:50<22:52,  1.20s/it]
Training 2/3 epoch (loss 0.2492):  53%|█████▎    | 1291/2439 [25:51<22:52,  1.20s/it]
Training 2/3 epoch (loss 0.2492):  53%|█████▎    | 1292/2439 [25:51<22:40,  1.19s/it]
Training 2/3 epoch (loss 0.1774):  53%|█████▎    | 1292/2439 [25:52<22:40,  1.19s/it]
Training 2/3 epoch (loss 0.1774):  53%|█████▎    | 1293/2439 [25:52<21:38,  1.13s/it]
Training 2/3 epoch (loss 0.2942):  53%|█████▎    | 1293/2439 [25:54<21:38,  1.13s/it]
Training 2/3 epoch (loss 0.2942):  53%|█████▎    | 1294/2439 [25:54<21:46,  1.14s/it]
Training 2/3 epoch (loss 0.1900):  53%|█████▎    | 1294/2439 [25:55<21:46,  1.14s/it]
Training 2/3 epoch (loss 0.1900):  53%|█████▎    | 1295/2439 [25:55<20:17,  1.06s/it]
Training 2/3 epoch (loss 0.2382):  53%|█████▎    | 1295/2439 [25:56<20:17,  1.06s/it]
Training 2/3 epoch (loss 0.2382):  53%|█████▎    | 1296/2439 [25:56<22:07,  1.16s/it]
Training 2/3 epoch (loss 0.2154):  53%|█████▎    | 1296/2439 [25:57<22:07,  1.16s/it]
Training 2/3 epoch (loss 0.2154):  53%|█████▎    | 1297/2439 [25:57<22:41,  1.19s/it]
Training 2/3 epoch (loss 0.2181):  53%|█████▎    | 1297/2439 [25:58<22:41,  1.19s/it]
Training 2/3 epoch (loss 0.2181):  53%|█████▎    | 1298/2439 [25:58<21:20,  1.12s/it]
Training 2/3 epoch (loss 0.2268):  53%|█████▎    | 1298/2439 [25:59<21:20,  1.12s/it]
Training 2/3 epoch (loss 0.2268):  53%|█████▎    | 1299/2439 [25:59<20:46,  1.09s/it]
Training 2/3 epoch (loss 0.1727):  53%|█████▎    | 1299/2439 [26:00<20:46,  1.09s/it]
Training 2/3 epoch (loss 0.1727):  53%|█████▎    | 1300/2439 [26:00<21:30,  1.13s/it]
Training 2/3 epoch (loss 0.1478):  53%|█████▎    | 1300/2439 [26:01<21:30,  1.13s/it]
Training 2/3 epoch (loss 0.1478):  53%|█████▎    | 1301/2439 [26:01<20:45,  1.09s/it]
Training 2/3 epoch (loss 0.2957):  53%|█████▎    | 1301/2439 [26:02<20:45,  1.09s/it]
Training 2/3 epoch (loss 0.2957):  53%|█████▎    | 1302/2439 [26:02<20:18,  1.07s/it]
Training 2/3 epoch (loss 0.2533):  53%|█████▎    | 1302/2439 [26:04<20:18,  1.07s/it]
Training 2/3 epoch (loss 0.2533):  53%|█████▎    | 1303/2439 [26:04<22:02,  1.16s/it]
Training 2/3 epoch (loss 0.1896):  53%|█████▎    | 1303/2439 [26:05<22:02,  1.16s/it]
Training 2/3 epoch (loss 0.1896):  53%|█████▎    | 1304/2439 [26:05<21:32,  1.14s/it]
Training 2/3 epoch (loss 0.2261):  53%|█████▎    | 1304/2439 [26:06<21:32,  1.14s/it]
Training 2/3 epoch (loss 0.2261):  54%|█████▎    | 1305/2439 [26:06<20:46,  1.10s/it]
Training 2/3 epoch (loss 0.3419):  54%|█████▎    | 1305/2439 [26:07<20:46,  1.10s/it]
Training 2/3 epoch (loss 0.3419):  54%|█████▎    | 1306/2439 [26:07<21:39,  1.15s/it]
Training 2/3 epoch (loss 0.2729):  54%|█████▎    | 1306/2439 [26:08<21:39,  1.15s/it]
Training 2/3 epoch (loss 0.2729):  54%|█████▎    | 1307/2439 [26:08<21:11,  1.12s/it]
Training 2/3 epoch (loss 0.3126):  54%|█████▎    | 1307/2439 [26:09<21:11,  1.12s/it]
Training 2/3 epoch (loss 0.3126):  54%|█████▎    | 1308/2439 [26:09<21:12,  1.13s/it]
Training 2/3 epoch (loss 0.1630):  54%|█████▎    | 1308/2439 [26:10<21:12,  1.13s/it]
Training 2/3 epoch (loss 0.1630):  54%|█████▎    | 1309/2439 [26:10<19:24,  1.03s/it]
Training 2/3 epoch (loss 0.3453):  54%|█████▎    | 1309/2439 [26:11<19:24,  1.03s/it]
Training 2/3 epoch (loss 0.3453):  54%|█████▎    | 1310/2439 [26:11<21:07,  1.12s/it]
Training 2/3 epoch (loss 0.2351):  54%|█████▎    | 1310/2439 [26:12<21:07,  1.12s/it]
Training 2/3 epoch (loss 0.2351):  54%|█████▍    | 1311/2439 [26:12<19:58,  1.06s/it]
Training 2/3 epoch (loss 0.1972):  54%|█████▍    | 1311/2439 [26:13<19:58,  1.06s/it]
Training 2/3 epoch (loss 0.1972):  54%|█████▍    | 1312/2439 [26:13<19:46,  1.05s/it]
Training 2/3 epoch (loss 0.2796):  54%|█████▍    | 1312/2439 [26:15<19:46,  1.05s/it]
Training 2/3 epoch (loss 0.2796):  54%|█████▍    | 1313/2439 [26:15<20:15,  1.08s/it]
Training 2/3 epoch (loss 0.1920):  54%|█████▍    | 1313/2439 [26:15<20:15,  1.08s/it]
Training 2/3 epoch (loss 0.1920):  54%|█████▍    | 1314/2439 [26:15<19:02,  1.02s/it]
Training 2/3 epoch (loss 0.2297):  54%|█████▍    | 1314/2439 [26:17<19:02,  1.02s/it]
Training 2/3 epoch (loss 0.2297):  54%|█████▍    | 1315/2439 [26:17<20:06,  1.07s/it]
Training 2/3 epoch (loss 0.2789):  54%|█████▍    | 1315/2439 [26:18<20:06,  1.07s/it]
Training 2/3 epoch (loss 0.2789):  54%|█████▍    | 1316/2439 [26:18<19:18,  1.03s/it]
Training 2/3 epoch (loss 0.1862):  54%|█████▍    | 1316/2439 [26:19<19:18,  1.03s/it]
Training 2/3 epoch (loss 0.1862):  54%|█████▍    | 1317/2439 [26:19<19:09,  1.02s/it]
Training 2/3 epoch (loss 0.1807):  54%|█████▍    | 1317/2439 [26:20<19:09,  1.02s/it]
Training 2/3 epoch (loss 0.1807):  54%|█████▍    | 1318/2439 [26:20<19:04,  1.02s/it]
Training 2/3 epoch (loss 0.2154):  54%|█████▍    | 1318/2439 [26:20<19:04,  1.02s/it]
Training 2/3 epoch (loss 0.2154):  54%|█████▍    | 1319/2439 [26:20<18:08,  1.03it/s]
Training 2/3 epoch (loss 0.1978):  54%|█████▍    | 1319/2439 [26:22<18:08,  1.03it/s]
Training 2/3 epoch (loss 0.1978):  54%|█████▍    | 1320/2439 [26:22<19:04,  1.02s/it]
Training 2/3 epoch (loss 0.1910):  54%|█████▍    | 1320/2439 [26:23<19:04,  1.02s/it]
Training 2/3 epoch (loss 0.1910):  54%|█████▍    | 1321/2439 [26:23<19:05,  1.02s/it]
Training 2/3 epoch (loss 0.2727):  54%|█████▍    | 1321/2439 [26:24<19:05,  1.02s/it]
Training 2/3 epoch (loss 0.2727):  54%|█████▍    | 1322/2439 [26:24<20:01,  1.08s/it]
Training 2/3 epoch (loss 0.2397):  54%|█████▍    | 1322/2439 [26:25<20:01,  1.08s/it]
Training 2/3 epoch (loss 0.2397):  54%|█████▍    | 1323/2439 [26:25<20:41,  1.11s/it]
Training 2/3 epoch (loss 0.2387):  54%|█████▍    | 1323/2439 [26:27<20:41,  1.11s/it]
Training 2/3 epoch (loss 0.2387):  54%|█████▍    | 1324/2439 [26:27<23:46,  1.28s/it]
Training 2/3 epoch (loss 0.2274):  54%|█████▍    | 1324/2439 [26:28<23:46,  1.28s/it]
Training 2/3 epoch (loss 0.2274):  54%|█████▍    | 1325/2439 [26:28<23:40,  1.28s/it]
Training 2/3 epoch (loss 0.2617):  54%|█████▍    | 1325/2439 [26:29<23:40,  1.28s/it]
Training 2/3 epoch (loss 0.2617):  54%|█████▍    | 1326/2439 [26:29<22:30,  1.21s/it]
Training 2/3 epoch (loss 0.3031):  54%|█████▍    | 1326/2439 [26:30<22:30,  1.21s/it]
Training 2/3 epoch (loss 0.3031):  54%|█████▍    | 1327/2439 [26:30<21:23,  1.15s/it]
Training 2/3 epoch (loss 0.2339):  54%|█████▍    | 1327/2439 [26:31<21:23,  1.15s/it]
Training 2/3 epoch (loss 0.2339):  54%|█████▍    | 1328/2439 [26:31<21:49,  1.18s/it]
Training 2/3 epoch (loss 0.2962):  54%|█████▍    | 1328/2439 [26:33<21:49,  1.18s/it]
Training 2/3 epoch (loss 0.2962):  54%|█████▍    | 1329/2439 [26:33<22:54,  1.24s/it]
Training 2/3 epoch (loss 0.3535):  54%|█████▍    | 1329/2439 [26:34<22:54,  1.24s/it]
Training 2/3 epoch (loss 0.3535):  55%|█████▍    | 1330/2439 [26:34<23:45,  1.29s/it]
Training 2/3 epoch (loss 0.2828):  55%|█████▍    | 1330/2439 [26:35<23:45,  1.29s/it]
Training 2/3 epoch (loss 0.2828):  55%|█████▍    | 1331/2439 [26:35<24:32,  1.33s/it]
Training 2/3 epoch (loss 0.2537):  55%|█████▍    | 1331/2439 [26:37<24:32,  1.33s/it]
Training 2/3 epoch (loss 0.2537):  55%|█████▍    | 1332/2439 [26:37<23:40,  1.28s/it]
Training 2/3 epoch (loss 0.2746):  55%|█████▍    | 1332/2439 [26:38<23:40,  1.28s/it]
Training 2/3 epoch (loss 0.2746):  55%|█████▍    | 1333/2439 [26:38<22:46,  1.24s/it]
Training 2/3 epoch (loss 0.2805):  55%|█████▍    | 1333/2439 [26:39<22:46,  1.24s/it]
Training 2/3 epoch (loss 0.2805):  55%|█████▍    | 1334/2439 [26:39<25:05,  1.36s/it]
Training 2/3 epoch (loss 0.2431):  55%|█████▍    | 1334/2439 [26:40<25:05,  1.36s/it]
Training 2/3 epoch (loss 0.2431):  55%|█████▍    | 1335/2439 [26:40<22:51,  1.24s/it]
Training 2/3 epoch (loss 0.2471):  55%|█████▍    | 1335/2439 [26:42<22:51,  1.24s/it]
Training 2/3 epoch (loss 0.2471):  55%|█████▍    | 1336/2439 [26:42<23:22,  1.27s/it]
Training 2/3 epoch (loss 0.2053):  55%|█████▍    | 1336/2439 [26:43<23:22,  1.27s/it]
Training 2/3 epoch (loss 0.2053):  55%|█████▍    | 1337/2439 [26:43<21:09,  1.15s/it]
Training 2/3 epoch (loss 0.2654):  55%|█████▍    | 1337/2439 [26:45<21:09,  1.15s/it]
Training 2/3 epoch (loss 0.2654):  55%|█████▍    | 1338/2439 [26:45<25:12,  1.37s/it]
Training 2/3 epoch (loss 0.2379):  55%|█████▍    | 1338/2439 [26:46<25:12,  1.37s/it]
Training 2/3 epoch (loss 0.2379):  55%|█████▍    | 1339/2439 [26:46<25:26,  1.39s/it]
Training 2/3 epoch (loss 0.1901):  55%|█████▍    | 1339/2439 [26:47<25:26,  1.39s/it]
Training 2/3 epoch (loss 0.1901):  55%|█████▍    | 1340/2439 [26:47<23:57,  1.31s/it]
Training 2/3 epoch (loss 0.2586):  55%|█████▍    | 1340/2439 [26:48<23:57,  1.31s/it]
Training 2/3 epoch (loss 0.2586):  55%|█████▍    | 1341/2439 [26:48<23:43,  1.30s/it]
Training 2/3 epoch (loss 0.1988):  55%|█████▍    | 1341/2439 [26:49<23:43,  1.30s/it]
Training 2/3 epoch (loss 0.1988):  55%|█████▌    | 1342/2439 [26:49<22:13,  1.22s/it]
Training 2/3 epoch (loss 0.2664):  55%|█████▌    | 1342/2439 [26:50<22:13,  1.22s/it]
Training 2/3 epoch (loss 0.2664):  55%|█████▌    | 1343/2439 [26:50<21:29,  1.18s/it]
Training 2/3 epoch (loss 0.2639):  55%|█████▌    | 1343/2439 [26:52<21:29,  1.18s/it]
Training 2/3 epoch (loss 0.2639):  55%|█████▌    | 1344/2439 [26:52<22:48,  1.25s/it]
Training 2/3 epoch (loss 0.3619):  55%|█████▌    | 1344/2439 [26:53<22:48,  1.25s/it]
Training 2/3 epoch (loss 0.3619):  55%|█████▌    | 1345/2439 [26:53<22:47,  1.25s/it]
Training 2/3 epoch (loss 0.2389):  55%|█████▌    | 1345/2439 [26:54<22:47,  1.25s/it]
Training 2/3 epoch (loss 0.2389):  55%|█████▌    | 1346/2439 [26:54<21:13,  1.17s/it]
Training 2/3 epoch (loss 0.2797):  55%|█████▌    | 1346/2439 [26:55<21:13,  1.17s/it]
Training 2/3 epoch (loss 0.2797):  55%|█████▌    | 1347/2439 [26:55<21:51,  1.20s/it]
Training 2/3 epoch (loss 0.2925):  55%|█████▌    | 1347/2439 [26:56<21:51,  1.20s/it]
Training 2/3 epoch (loss 0.2925):  55%|█████▌    | 1348/2439 [26:56<21:15,  1.17s/it]
Training 2/3 epoch (loss 0.2203):  55%|█████▌    | 1348/2439 [26:57<21:15,  1.17s/it]
Training 2/3 epoch (loss 0.2203):  55%|█████▌    | 1349/2439 [26:57<19:41,  1.08s/it]
Training 2/3 epoch (loss 0.2950):  55%|█████▌    | 1349/2439 [26:58<19:41,  1.08s/it]
Training 2/3 epoch (loss 0.2950):  55%|█████▌    | 1350/2439 [26:58<19:57,  1.10s/it]
Training 2/3 epoch (loss 0.3847):  55%|█████▌    | 1350/2439 [27:00<19:57,  1.10s/it]
Training 2/3 epoch (loss 0.3847):  55%|█████▌    | 1351/2439 [27:00<20:46,  1.15s/it]
Training 2/3 epoch (loss 0.3641):  55%|█████▌    | 1351/2439 [27:01<20:46,  1.15s/it]
Training 2/3 epoch (loss 0.3641):  55%|█████▌    | 1352/2439 [27:01<21:09,  1.17s/it]
Training 2/3 epoch (loss 0.2662):  55%|█████▌    | 1352/2439 [27:02<21:09,  1.17s/it]
Training 2/3 epoch (loss 0.2662):  55%|█████▌    | 1353/2439 [27:02<21:26,  1.18s/it]
Training 2/3 epoch (loss 0.2362):  55%|█████▌    | 1353/2439 [27:03<21:26,  1.18s/it]
Training 2/3 epoch (loss 0.2362):  56%|█████▌    | 1354/2439 [27:03<21:51,  1.21s/it]
Training 2/3 epoch (loss 0.2820):  56%|█████▌    | 1354/2439 [27:05<21:51,  1.21s/it]
Training 2/3 epoch (loss 0.2820):  56%|█████▌    | 1355/2439 [27:05<22:56,  1.27s/it]
Training 2/3 epoch (loss 0.2439):  56%|█████▌    | 1355/2439 [27:06<22:56,  1.27s/it]
Training 2/3 epoch (loss 0.2439):  56%|█████▌    | 1356/2439 [27:06<21:46,  1.21s/it]
Training 2/3 epoch (loss 0.3094):  56%|█████▌    | 1356/2439 [27:07<21:46,  1.21s/it]
Training 2/3 epoch (loss 0.3094):  56%|█████▌    | 1357/2439 [27:07<21:56,  1.22s/it]
Training 2/3 epoch (loss 0.1895):  56%|█████▌    | 1357/2439 [27:08<21:56,  1.22s/it]
Training 2/3 epoch (loss 0.1895):  56%|█████▌    | 1358/2439 [27:08<21:11,  1.18s/it]
Training 2/3 epoch (loss 0.2834):  56%|█████▌    | 1358/2439 [27:09<21:11,  1.18s/it]
Training 2/3 epoch (loss 0.2834):  56%|█████▌    | 1359/2439 [27:09<19:41,  1.09s/it]
Training 2/3 epoch (loss 0.2738):  56%|█████▌    | 1359/2439 [27:12<19:41,  1.09s/it]
Training 2/3 epoch (loss 0.2738):  56%|█████▌    | 1360/2439 [27:12<26:34,  1.48s/it]
Training 2/3 epoch (loss 0.3158):  56%|█████▌    | 1360/2439 [27:14<26:34,  1.48s/it]
Training 2/3 epoch (loss 0.3158):  56%|█████▌    | 1361/2439 [27:14<29:24,  1.64s/it]
Training 2/3 epoch (loss 0.2359):  56%|█████▌    | 1361/2439 [27:14<29:24,  1.64s/it]
Training 2/3 epoch (loss 0.2359):  56%|█████▌    | 1362/2439 [27:14<25:40,  1.43s/it]
Training 2/3 epoch (loss 0.2775):  56%|█████▌    | 1362/2439 [27:16<25:40,  1.43s/it]
Training 2/3 epoch (loss 0.2775):  56%|█████▌    | 1363/2439 [27:16<25:35,  1.43s/it]
Training 2/3 epoch (loss 0.2481):  56%|█████▌    | 1363/2439 [27:17<25:35,  1.43s/it]
Training 2/3 epoch (loss 0.2481):  56%|█████▌    | 1364/2439 [27:17<24:41,  1.38s/it]
Training 2/3 epoch (loss 0.2402):  56%|█████▌    | 1364/2439 [27:18<24:41,  1.38s/it]
Training 2/3 epoch (loss 0.2402):  56%|█████▌    | 1365/2439 [27:18<23:25,  1.31s/it]
Training 2/3 epoch (loss 0.3009):  56%|█████▌    | 1365/2439 [27:20<23:25,  1.31s/it]
Training 2/3 epoch (loss 0.3009):  56%|█████▌    | 1366/2439 [27:20<22:53,  1.28s/it]
Training 2/3 epoch (loss 0.2834):  56%|█████▌    | 1366/2439 [27:21<22:53,  1.28s/it]
Training 2/3 epoch (loss 0.2834):  56%|█████▌    | 1367/2439 [27:21<21:58,  1.23s/it]
Training 2/3 epoch (loss 0.3292):  56%|█████▌    | 1367/2439 [27:22<21:58,  1.23s/it]
Training 2/3 epoch (loss 0.3292):  56%|█████▌    | 1368/2439 [27:22<23:20,  1.31s/it]
Training 2/3 epoch (loss 0.2874):  56%|█████▌    | 1368/2439 [27:23<23:20,  1.31s/it]
Training 2/3 epoch (loss 0.2874):  56%|█████▌    | 1369/2439 [27:23<23:44,  1.33s/it]
Training 2/3 epoch (loss 0.3189):  56%|█████▌    | 1369/2439 [27:26<23:44,  1.33s/it]
Training 2/3 epoch (loss 0.3189):  56%|█████▌    | 1370/2439 [27:26<28:41,  1.61s/it]
Training 2/3 epoch (loss 0.2673):  56%|█████▌    | 1370/2439 [27:27<28:41,  1.61s/it]
Training 2/3 epoch (loss 0.2673):  56%|█████▌    | 1371/2439 [27:27<27:44,  1.56s/it]
Training 2/3 epoch (loss 0.2460):  56%|█████▌    | 1371/2439 [27:28<27:44,  1.56s/it]
Training 2/3 epoch (loss 0.2460):  56%|█████▋    | 1372/2439 [27:28<25:18,  1.42s/it]
Training 2/3 epoch (loss 0.2463):  56%|█████▋    | 1372/2439 [27:29<25:18,  1.42s/it]
Training 2/3 epoch (loss 0.2463):  56%|█████▋    | 1373/2439 [27:29<22:50,  1.29s/it]
Training 2/3 epoch (loss 0.2240):  56%|█████▋    | 1373/2439 [27:30<22:50,  1.29s/it]
Training 2/3 epoch (loss 0.2240):  56%|█████▋    | 1374/2439 [27:30<22:28,  1.27s/it]
Training 2/3 epoch (loss 0.2413):  56%|█████▋    | 1374/2439 [27:31<22:28,  1.27s/it]
Training 2/3 epoch (loss 0.2413):  56%|█████▋    | 1375/2439 [27:31<21:00,  1.18s/it]
Training 2/3 epoch (loss 0.2771):  56%|█████▋    | 1375/2439 [27:33<21:00,  1.18s/it]
Training 2/3 epoch (loss 0.2771):  56%|█████▋    | 1376/2439 [27:33<20:23,  1.15s/it]
Training 2/3 epoch (loss 0.2415):  56%|█████▋    | 1376/2439 [27:34<20:23,  1.15s/it]
Training 2/3 epoch (loss 0.2415):  56%|█████▋    | 1377/2439 [27:34<21:09,  1.20s/it]
Training 2/3 epoch (loss 0.2032):  56%|█████▋    | 1377/2439 [27:35<21:09,  1.20s/it]
Training 2/3 epoch (loss 0.2032):  56%|█████▋    | 1378/2439 [27:35<20:59,  1.19s/it]
Training 2/3 epoch (loss 0.2460):  56%|█████▋    | 1378/2439 [27:36<20:59,  1.19s/it]
Training 2/3 epoch (loss 0.2460):  57%|█████▋    | 1379/2439 [27:36<21:21,  1.21s/it]
Training 2/3 epoch (loss 0.2648):  57%|█████▋    | 1379/2439 [27:38<21:21,  1.21s/it]
Training 2/3 epoch (loss 0.2648):  57%|█████▋    | 1380/2439 [27:38<22:29,  1.27s/it]
Training 2/3 epoch (loss 0.2431):  57%|█████▋    | 1380/2439 [27:39<22:29,  1.27s/it]
Training 2/3 epoch (loss 0.2431):  57%|█████▋    | 1381/2439 [27:39<21:36,  1.23s/it]
Training 2/3 epoch (loss 0.2020):  57%|█████▋    | 1381/2439 [27:40<21:36,  1.23s/it]
Training 2/3 epoch (loss 0.2020):  57%|█████▋    | 1382/2439 [27:40<20:41,  1.17s/it]
Training 2/3 epoch (loss 0.2553):  57%|█████▋    | 1382/2439 [27:41<20:41,  1.17s/it]
Training 2/3 epoch (loss 0.2553):  57%|█████▋    | 1383/2439 [27:41<19:41,  1.12s/it]
Training 2/3 epoch (loss 0.2582):  57%|█████▋    | 1383/2439 [27:42<19:41,  1.12s/it]
Training 2/3 epoch (loss 0.2582):  57%|█████▋    | 1384/2439 [27:42<21:22,  1.22s/it]
Training 2/3 epoch (loss 0.2588):  57%|█████▋    | 1384/2439 [27:43<21:22,  1.22s/it]
Training 2/3 epoch (loss 0.2588):  57%|█████▋    | 1385/2439 [27:43<20:35,  1.17s/it]
Training 2/3 epoch (loss 0.2982):  57%|█████▋    | 1385/2439 [27:44<20:35,  1.17s/it]
Training 2/3 epoch (loss 0.2982):  57%|█████▋    | 1386/2439 [27:44<20:03,  1.14s/it]
Training 2/3 epoch (loss 0.2633):  57%|█████▋    | 1386/2439 [27:46<20:03,  1.14s/it]
Training 2/3 epoch (loss 0.2633):  57%|█████▋    | 1387/2439 [27:46<20:59,  1.20s/it]
Training 2/3 epoch (loss 0.2756):  57%|█████▋    | 1387/2439 [27:47<20:59,  1.20s/it]
Training 2/3 epoch (loss 0.2756):  57%|█████▋    | 1388/2439 [27:47<21:40,  1.24s/it]
Training 2/3 epoch (loss 0.2357):  57%|█████▋    | 1388/2439 [27:48<21:40,  1.24s/it]
Training 2/3 epoch (loss 0.2357):  57%|█████▋    | 1389/2439 [27:48<20:15,  1.16s/it]
Training 2/3 epoch (loss 0.2693):  57%|█████▋    | 1389/2439 [27:49<20:15,  1.16s/it]
Training 2/3 epoch (loss 0.2693):  57%|█████▋    | 1390/2439 [27:49<20:45,  1.19s/it]
Training 2/3 epoch (loss 0.1789):  57%|█████▋    | 1390/2439 [27:51<20:45,  1.19s/it]
Training 2/3 epoch (loss 0.1789):  57%|█████▋    | 1391/2439 [27:51<21:01,  1.20s/it]
Training 2/3 epoch (loss 0.2836):  57%|█████▋    | 1391/2439 [27:52<21:01,  1.20s/it]
Training 2/3 epoch (loss 0.2836):  57%|█████▋    | 1392/2439 [27:52<21:17,  1.22s/it]
Training 2/3 epoch (loss 0.2617):  57%|█████▋    | 1392/2439 [27:53<21:17,  1.22s/it]
Training 2/3 epoch (loss 0.2617):  57%|█████▋    | 1393/2439 [27:53<23:20,  1.34s/it]
Training 2/3 epoch (loss 0.2392):  57%|█████▋    | 1393/2439 [27:54<23:20,  1.34s/it]
Training 2/3 epoch (loss 0.2392):  57%|█████▋    | 1394/2439 [27:54<21:29,  1.23s/it]
Training 2/3 epoch (loss 0.2145):  57%|█████▋    | 1394/2439 [27:55<21:29,  1.23s/it]
Training 2/3 epoch (loss 0.2145):  57%|█████▋    | 1395/2439 [27:55<19:56,  1.15s/it]
Training 2/3 epoch (loss 0.2512):  57%|█████▋    | 1395/2439 [27:56<19:56,  1.15s/it]
Training 2/3 epoch (loss 0.2512):  57%|█████▋    | 1396/2439 [27:56<19:37,  1.13s/it]
Training 2/3 epoch (loss 0.3392):  57%|█████▋    | 1396/2439 [27:58<19:37,  1.13s/it]
Training 2/3 epoch (loss 0.3392):  57%|█████▋    | 1397/2439 [27:58<19:52,  1.14s/it]
Training 2/3 epoch (loss 0.1447):  57%|█████▋    | 1397/2439 [27:58<19:52,  1.14s/it]
Training 2/3 epoch (loss 0.1447):  57%|█████▋    | 1398/2439 [27:58<18:16,  1.05s/it]
Training 2/3 epoch (loss 0.2637):  57%|█████▋    | 1398/2439 [28:00<18:16,  1.05s/it]
Training 2/3 epoch (loss 0.2637):  57%|█████▋    | 1399/2439 [28:00<18:34,  1.07s/it]
Training 2/3 epoch (loss 0.3057):  57%|█████▋    | 1399/2439 [28:01<18:34,  1.07s/it]
Training 2/3 epoch (loss 0.3057):  57%|█████▋    | 1400/2439 [28:01<19:52,  1.15s/it]
Training 2/3 epoch (loss 0.2419):  57%|█████▋    | 1400/2439 [28:02<19:52,  1.15s/it]
Training 2/3 epoch (loss 0.2419):  57%|█████▋    | 1401/2439 [28:02<19:26,  1.12s/it]
Training 2/3 epoch (loss 0.2439):  57%|█████▋    | 1401/2439 [28:03<19:26,  1.12s/it]
Training 2/3 epoch (loss 0.2439):  57%|█████▋    | 1402/2439 [28:03<19:13,  1.11s/it]
Training 2/3 epoch (loss 0.2062):  57%|█████▋    | 1402/2439 [28:04<19:13,  1.11s/it]
Training 2/3 epoch (loss 0.2062):  58%|█████▊    | 1403/2439 [28:04<18:45,  1.09s/it]
Training 2/3 epoch (loss 0.2651):  58%|█████▊    | 1403/2439 [28:06<18:45,  1.09s/it]
Training 2/3 epoch (loss 0.2651):  58%|█████▊    | 1404/2439 [28:06<20:20,  1.18s/it]
Training 2/3 epoch (loss 0.1929):  58%|█████▊    | 1404/2439 [28:06<20:20,  1.18s/it]
Training 2/3 epoch (loss 0.1929):  58%|█████▊    | 1405/2439 [28:06<19:15,  1.12s/it]
Training 2/3 epoch (loss 0.2469):  58%|█████▊    | 1405/2439 [28:08<19:15,  1.12s/it]
Training 2/3 epoch (loss 0.2469):  58%|█████▊    | 1406/2439 [28:08<19:18,  1.12s/it]
Training 2/3 epoch (loss 0.2423):  58%|█████▊    | 1406/2439 [28:09<19:18,  1.12s/it]
Training 2/3 epoch (loss 0.2423):  58%|█████▊    | 1407/2439 [28:09<20:30,  1.19s/it]
Training 2/3 epoch (loss 0.1928):  58%|█████▊    | 1407/2439 [28:10<20:30,  1.19s/it]
Training 2/3 epoch (loss 0.1928):  58%|█████▊    | 1408/2439 [28:10<19:12,  1.12s/it]
Training 2/3 epoch (loss 0.2108):  58%|█████▊    | 1408/2439 [28:11<19:12,  1.12s/it]
Training 2/3 epoch (loss 0.2108):  58%|█████▊    | 1409/2439 [28:11<19:22,  1.13s/it]
Training 2/3 epoch (loss 0.3320):  58%|█████▊    | 1409/2439 [28:12<19:22,  1.13s/it]
Training 2/3 epoch (loss 0.3320):  58%|█████▊    | 1410/2439 [28:12<20:41,  1.21s/it]
Training 2/3 epoch (loss 0.1592):  58%|█████▊    | 1410/2439 [28:14<20:41,  1.21s/it]
Training 2/3 epoch (loss 0.1592):  58%|█████▊    | 1411/2439 [28:14<22:00,  1.28s/it]
Training 2/3 epoch (loss 0.1933):  58%|█████▊    | 1411/2439 [28:15<22:00,  1.28s/it]
Training 2/3 epoch (loss 0.1933):  58%|█████▊    | 1412/2439 [28:15<20:15,  1.18s/it]
Training 2/3 epoch (loss 0.2348):  58%|█████▊    | 1412/2439 [28:16<20:15,  1.18s/it]
Training 2/3 epoch (loss 0.2348):  58%|█████▊    | 1413/2439 [28:16<19:13,  1.12s/it]
Training 2/3 epoch (loss 0.2229):  58%|█████▊    | 1413/2439 [28:17<19:13,  1.12s/it]
Training 2/3 epoch (loss 0.2229):  58%|█████▊    | 1414/2439 [28:17<19:21,  1.13s/it]
Training 2/3 epoch (loss 0.1930):  58%|█████▊    | 1414/2439 [28:18<19:21,  1.13s/it]
Training 2/3 epoch (loss 0.1930):  58%|█████▊    | 1415/2439 [28:18<19:01,  1.12s/it]
Training 2/3 epoch (loss 0.3421):  58%|█████▊    | 1415/2439 [28:19<19:01,  1.12s/it]
Training 2/3 epoch (loss 0.3421):  58%|█████▊    | 1416/2439 [28:19<19:24,  1.14s/it]
Training 2/3 epoch (loss 0.3224):  58%|█████▊    | 1416/2439 [28:21<19:24,  1.14s/it]
Training 2/3 epoch (loss 0.3224):  58%|█████▊    | 1417/2439 [28:21<19:50,  1.17s/it]
Training 2/3 epoch (loss 0.2419):  58%|█████▊    | 1417/2439 [28:22<19:50,  1.17s/it]
Training 2/3 epoch (loss 0.2419):  58%|█████▊    | 1418/2439 [28:22<19:31,  1.15s/it]
Training 2/3 epoch (loss 0.1616):  58%|█████▊    | 1418/2439 [28:23<19:31,  1.15s/it]
Training 2/3 epoch (loss 0.1616):  58%|█████▊    | 1419/2439 [28:23<19:10,  1.13s/it]
Training 2/3 epoch (loss 0.2497):  58%|█████▊    | 1419/2439 [28:24<19:10,  1.13s/it]
Training 2/3 epoch (loss 0.2497):  58%|█████▊    | 1420/2439 [28:24<21:12,  1.25s/it]
Training 2/3 epoch (loss 0.1990):  58%|█████▊    | 1420/2439 [28:25<21:12,  1.25s/it]
Training 2/3 epoch (loss 0.1990):  58%|█████▊    | 1421/2439 [28:25<19:43,  1.16s/it]
Training 2/3 epoch (loss 0.2173):  58%|█████▊    | 1421/2439 [28:26<19:43,  1.16s/it]
Training 2/3 epoch (loss 0.2173):  58%|█████▊    | 1422/2439 [28:26<19:53,  1.17s/it]
Training 2/3 epoch (loss 0.1899):  58%|█████▊    | 1422/2439 [28:27<19:53,  1.17s/it]
Training 2/3 epoch (loss 0.1899):  58%|█████▊    | 1423/2439 [28:27<18:52,  1.11s/it]
Training 2/3 epoch (loss 0.2144):  58%|█████▊    | 1423/2439 [28:28<18:52,  1.11s/it]
Training 2/3 epoch (loss 0.2144):  58%|█████▊    | 1424/2439 [28:28<18:53,  1.12s/it]
Training 2/3 epoch (loss 0.2181):  58%|█████▊    | 1424/2439 [28:30<18:53,  1.12s/it]
Training 2/3 epoch (loss 0.2181):  58%|█████▊    | 1425/2439 [28:30<20:11,  1.20s/it]
Training 2/3 epoch (loss 0.2548):  58%|█████▊    | 1425/2439 [28:32<20:11,  1.20s/it]
Training 2/3 epoch (loss 0.2548):  58%|█████▊    | 1426/2439 [28:32<23:55,  1.42s/it]
Training 2/3 epoch (loss 0.1732):  58%|█████▊    | 1426/2439 [28:33<23:55,  1.42s/it]
Training 2/3 epoch (loss 0.1732):  59%|█████▊    | 1427/2439 [28:33<21:46,  1.29s/it]
Training 2/3 epoch (loss 0.1912):  59%|█████▊    | 1427/2439 [28:34<21:46,  1.29s/it]
Training 2/3 epoch (loss 0.1912):  59%|█████▊    | 1428/2439 [28:34<20:21,  1.21s/it]
Training 2/3 epoch (loss 0.2099):  59%|█████▊    | 1428/2439 [28:35<20:21,  1.21s/it]
Training 2/3 epoch (loss 0.2099):  59%|█████▊    | 1429/2439 [28:35<19:16,  1.14s/it]
Training 2/3 epoch (loss 0.2103):  59%|█████▊    | 1429/2439 [28:36<19:16,  1.14s/it]
Training 2/3 epoch (loss 0.2103):  59%|█████▊    | 1430/2439 [28:36<17:53,  1.06s/it]
Training 2/3 epoch (loss 0.2183):  59%|█████▊    | 1430/2439 [28:37<17:53,  1.06s/it]
Training 2/3 epoch (loss 0.2183):  59%|█████▊    | 1431/2439 [28:37<18:04,  1.08s/it]
Training 2/3 epoch (loss 0.3104):  59%|█████▊    | 1431/2439 [28:38<18:04,  1.08s/it]
Training 2/3 epoch (loss 0.3104):  59%|█████▊    | 1432/2439 [28:38<20:12,  1.20s/it]
Training 2/3 epoch (loss 0.2016):  59%|█████▊    | 1432/2439 [28:39<20:12,  1.20s/it]
Training 2/3 epoch (loss 0.2016):  59%|█████▉    | 1433/2439 [28:39<18:31,  1.10s/it]
Training 2/3 epoch (loss 0.2559):  59%|█████▉    | 1433/2439 [28:40<18:31,  1.10s/it]
Training 2/3 epoch (loss 0.2559):  59%|█████▉    | 1434/2439 [28:40<18:07,  1.08s/it]
Training 2/3 epoch (loss 0.2053):  59%|█████▉    | 1434/2439 [28:41<18:07,  1.08s/it]
Training 2/3 epoch (loss 0.2053):  59%|█████▉    | 1435/2439 [28:41<17:31,  1.05s/it]
Training 2/3 epoch (loss 0.2596):  59%|█████▉    | 1435/2439 [28:42<17:31,  1.05s/it]
Training 2/3 epoch (loss 0.2596):  59%|█████▉    | 1436/2439 [28:42<17:39,  1.06s/it]
Training 2/3 epoch (loss 0.2457):  59%|█████▉    | 1436/2439 [28:43<17:39,  1.06s/it]
Training 2/3 epoch (loss 0.2457):  59%|█████▉    | 1437/2439 [28:43<17:21,  1.04s/it]
Training 2/3 epoch (loss 0.2515):  59%|█████▉    | 1437/2439 [28:44<17:21,  1.04s/it]
Training 2/3 epoch (loss 0.2515):  59%|█████▉    | 1438/2439 [28:44<17:48,  1.07s/it]
Training 2/3 epoch (loss 0.3934):  59%|█████▉    | 1438/2439 [28:46<17:48,  1.07s/it]
Training 2/3 epoch (loss 0.3934):  59%|█████▉    | 1439/2439 [28:46<20:29,  1.23s/it]
Training 2/3 epoch (loss 0.2903):  59%|█████▉    | 1439/2439 [28:48<20:29,  1.23s/it]
Training 2/3 epoch (loss 0.2903):  59%|█████▉    | 1440/2439 [28:48<22:10,  1.33s/it]
Training 2/3 epoch (loss 0.2880):  59%|█████▉    | 1440/2439 [28:49<22:10,  1.33s/it]
Training 2/3 epoch (loss 0.2880):  59%|█████▉    | 1441/2439 [28:49<22:11,  1.33s/it]
Training 2/3 epoch (loss 0.3006):  59%|█████▉    | 1441/2439 [28:50<22:11,  1.33s/it]
Training 2/3 epoch (loss 0.3006):  59%|█████▉    | 1442/2439 [28:50<21:35,  1.30s/it]
Training 2/3 epoch (loss 0.2513):  59%|█████▉    | 1442/2439 [28:51<21:35,  1.30s/it]
Training 2/3 epoch (loss 0.2513):  59%|█████▉    | 1443/2439 [28:51<20:59,  1.26s/it]
Training 2/3 epoch (loss 0.2207):  59%|█████▉    | 1443/2439 [28:52<20:59,  1.26s/it]
Training 2/3 epoch (loss 0.2207):  59%|█████▉    | 1444/2439 [28:52<19:45,  1.19s/it]
Training 2/3 epoch (loss 0.2239):  59%|█████▉    | 1444/2439 [28:53<19:45,  1.19s/it]
Training 2/3 epoch (loss 0.2239):  59%|█████▉    | 1445/2439 [28:53<19:30,  1.18s/it]
Training 2/3 epoch (loss 0.2614):  59%|█████▉    | 1445/2439 [28:55<19:30,  1.18s/it]
Training 2/3 epoch (loss 0.2614):  59%|█████▉    | 1446/2439 [28:55<19:17,  1.17s/it]
Training 2/3 epoch (loss 0.3292):  59%|█████▉    | 1446/2439 [28:56<19:17,  1.17s/it]
Training 2/3 epoch (loss 0.3292):  59%|█████▉    | 1447/2439 [28:56<20:33,  1.24s/it]
Training 2/3 epoch (loss 0.2347):  59%|█████▉    | 1447/2439 [28:57<20:33,  1.24s/it]
Training 2/3 epoch (loss 0.2347):  59%|█████▉    | 1448/2439 [28:57<20:00,  1.21s/it]
Training 2/3 epoch (loss 0.2462):  59%|█████▉    | 1448/2439 [28:58<20:00,  1.21s/it]
Training 2/3 epoch (loss 0.2462):  59%|█████▉    | 1449/2439 [28:58<19:24,  1.18s/it]
Training 2/3 epoch (loss 0.2653):  59%|█████▉    | 1449/2439 [28:59<19:24,  1.18s/it]
Training 2/3 epoch (loss 0.2653):  59%|█████▉    | 1450/2439 [28:59<18:25,  1.12s/it]
Training 2/3 epoch (loss 0.2316):  59%|█████▉    | 1450/2439 [29:00<18:25,  1.12s/it]
Training 2/3 epoch (loss 0.2316):  59%|█████▉    | 1451/2439 [29:00<18:15,  1.11s/it]
Training 2/3 epoch (loss 0.4423):  59%|█████▉    | 1451/2439 [29:02<18:15,  1.11s/it]
Training 2/3 epoch (loss 0.4423):  60%|█████▉    | 1452/2439 [29:02<18:43,  1.14s/it]
Training 2/3 epoch (loss 0.2420):  60%|█████▉    | 1452/2439 [29:02<18:43,  1.14s/it]
Training 2/3 epoch (loss 0.2420):  60%|█████▉    | 1453/2439 [29:02<17:34,  1.07s/it]
Training 2/3 epoch (loss 0.1845):  60%|█████▉    | 1453/2439 [29:04<17:34,  1.07s/it]
Training 2/3 epoch (loss 0.1845):  60%|█████▉    | 1454/2439 [29:04<17:41,  1.08s/it]
Training 2/3 epoch (loss 0.2211):  60%|█████▉    | 1454/2439 [29:05<17:41,  1.08s/it]
Training 2/3 epoch (loss 0.2211):  60%|█████▉    | 1455/2439 [29:05<18:14,  1.11s/it]
Training 2/3 epoch (loss 0.2056):  60%|█████▉    | 1455/2439 [29:06<18:14,  1.11s/it]
Training 2/3 epoch (loss 0.2056):  60%|█████▉    | 1456/2439 [29:06<17:17,  1.06s/it]
Training 2/3 epoch (loss 0.2848):  60%|█████▉    | 1456/2439 [29:07<17:17,  1.06s/it]
Training 2/3 epoch (loss 0.2848):  60%|█████▉    | 1457/2439 [29:07<17:07,  1.05s/it]
Training 2/3 epoch (loss 0.2453):  60%|█████▉    | 1457/2439 [29:08<17:07,  1.05s/it]
Training 2/3 epoch (loss 0.2453):  60%|█████▉    | 1458/2439 [29:08<17:29,  1.07s/it]
Training 2/3 epoch (loss 0.2682):  60%|█████▉    | 1458/2439 [29:09<17:29,  1.07s/it]
Training 2/3 epoch (loss 0.2682):  60%|█████▉    | 1459/2439 [29:09<16:51,  1.03s/it]
Training 2/3 epoch (loss 0.2662):  60%|█████▉    | 1459/2439 [29:10<16:51,  1.03s/it]
Training 2/3 epoch (loss 0.2662):  60%|█████▉    | 1460/2439 [29:10<17:27,  1.07s/it]
Training 2/3 epoch (loss 0.2732):  60%|█████▉    | 1460/2439 [29:12<17:27,  1.07s/it]
Training 2/3 epoch (loss 0.2732):  60%|█████▉    | 1461/2439 [29:12<20:07,  1.24s/it]
Training 2/3 epoch (loss 0.2263):  60%|█████▉    | 1461/2439 [29:13<20:07,  1.24s/it]
Training 2/3 epoch (loss 0.2263):  60%|█████▉    | 1462/2439 [29:13<19:58,  1.23s/it]
Training 2/3 epoch (loss 0.3310):  60%|█████▉    | 1462/2439 [29:14<19:58,  1.23s/it]
Training 2/3 epoch (loss 0.3310):  60%|█████▉    | 1463/2439 [29:14<20:49,  1.28s/it]
Training 2/3 epoch (loss 0.2753):  60%|█████▉    | 1463/2439 [29:16<20:49,  1.28s/it]
Training 2/3 epoch (loss 0.2753):  60%|██████    | 1464/2439 [29:16<25:28,  1.57s/it]
Training 2/3 epoch (loss 0.2096):  60%|██████    | 1464/2439 [29:17<25:28,  1.57s/it]
Training 2/3 epoch (loss 0.2096):  60%|██████    | 1465/2439 [29:17<21:54,  1.35s/it]
Training 2/3 epoch (loss 0.2329):  60%|██████    | 1465/2439 [29:18<21:54,  1.35s/it]
Training 2/3 epoch (loss 0.2329):  60%|██████    | 1466/2439 [29:18<20:09,  1.24s/it]
Training 2/3 epoch (loss 0.2722):  60%|██████    | 1466/2439 [29:20<20:09,  1.24s/it]
Training 2/3 epoch (loss 0.2722):  60%|██████    | 1467/2439 [29:20<21:38,  1.34s/it]
Training 2/3 epoch (loss 0.2461):  60%|██████    | 1467/2439 [29:21<21:38,  1.34s/it]
Training 2/3 epoch (loss 0.2461):  60%|██████    | 1468/2439 [29:21<19:30,  1.21s/it]
Training 2/3 epoch (loss 0.2116):  60%|██████    | 1468/2439 [29:22<19:30,  1.21s/it]
Training 2/3 epoch (loss 0.2116):  60%|██████    | 1469/2439 [29:22<19:11,  1.19s/it]
Training 2/3 epoch (loss 0.2697):  60%|██████    | 1469/2439 [29:23<19:11,  1.19s/it]
Training 2/3 epoch (loss 0.2697):  60%|██████    | 1470/2439 [29:23<18:53,  1.17s/it]
Training 2/3 epoch (loss 0.2422):  60%|██████    | 1470/2439 [29:24<18:53,  1.17s/it]
Training 2/3 epoch (loss 0.2422):  60%|██████    | 1471/2439 [29:24<18:32,  1.15s/it]
Training 2/3 epoch (loss 0.1693):  60%|██████    | 1471/2439 [29:25<18:32,  1.15s/it]
Training 2/3 epoch (loss 0.1693):  60%|██████    | 1472/2439 [29:25<19:06,  1.19s/it]
Training 2/3 epoch (loss 0.1317):  60%|██████    | 1472/2439 [29:26<19:06,  1.19s/it]
Training 2/3 epoch (loss 0.1317):  60%|██████    | 1473/2439 [29:26<18:18,  1.14s/it]
Training 2/3 epoch (loss 0.2328):  60%|██████    | 1473/2439 [29:27<18:18,  1.14s/it]
Training 2/3 epoch (loss 0.2328):  60%|██████    | 1474/2439 [29:27<18:22,  1.14s/it]
Training 2/3 epoch (loss 0.2764):  60%|██████    | 1474/2439 [29:29<18:22,  1.14s/it]
Training 2/3 epoch (loss 0.2764):  60%|██████    | 1475/2439 [29:29<18:20,  1.14s/it]
Training 2/3 epoch (loss 0.2332):  60%|██████    | 1475/2439 [29:30<18:20,  1.14s/it]
Training 2/3 epoch (loss 0.2332):  61%|██████    | 1476/2439 [29:30<20:28,  1.28s/it]
Training 2/3 epoch (loss 0.2229):  61%|██████    | 1476/2439 [29:32<20:28,  1.28s/it]
Training 2/3 epoch (loss 0.2229):  61%|██████    | 1477/2439 [29:32<21:53,  1.37s/it]
Training 2/3 epoch (loss 0.2109):  61%|██████    | 1477/2439 [29:33<21:53,  1.37s/it]
Training 2/3 epoch (loss 0.2109):  61%|██████    | 1478/2439 [29:33<20:42,  1.29s/it]
Training 2/3 epoch (loss 0.2689):  61%|██████    | 1478/2439 [29:34<20:42,  1.29s/it]
Training 2/3 epoch (loss 0.2689):  61%|██████    | 1479/2439 [29:34<19:55,  1.25s/it]
Training 2/3 epoch (loss 0.2491):  61%|██████    | 1479/2439 [29:35<19:55,  1.25s/it]
Training 2/3 epoch (loss 0.2491):  61%|██████    | 1480/2439 [29:35<19:27,  1.22s/it]
Training 2/3 epoch (loss 0.2436):  61%|██████    | 1480/2439 [29:36<19:27,  1.22s/it]
Training 2/3 epoch (loss 0.2436):  61%|██████    | 1481/2439 [29:36<18:30,  1.16s/it]
Training 2/3 epoch (loss 0.3282):  61%|██████    | 1481/2439 [29:37<18:30,  1.16s/it]
Training 2/3 epoch (loss 0.3282):  61%|██████    | 1482/2439 [29:37<18:33,  1.16s/it]
Training 2/3 epoch (loss 0.2064):  61%|██████    | 1482/2439 [29:39<18:33,  1.16s/it]
Training 2/3 epoch (loss 0.2064):  61%|██████    | 1483/2439 [29:39<20:35,  1.29s/it]
Training 2/3 epoch (loss 0.3317):  61%|██████    | 1483/2439 [29:41<20:35,  1.29s/it]
Training 2/3 epoch (loss 0.3317):  61%|██████    | 1484/2439 [29:41<22:25,  1.41s/it]
Training 2/3 epoch (loss 0.2003):  61%|██████    | 1484/2439 [29:42<22:25,  1.41s/it]
Training 2/3 epoch (loss 0.2003):  61%|██████    | 1485/2439 [29:42<21:00,  1.32s/it]
Training 2/3 epoch (loss 0.2515):  61%|██████    | 1485/2439 [29:43<21:00,  1.32s/it]
Training 2/3 epoch (loss 0.2515):  61%|██████    | 1486/2439 [29:43<21:38,  1.36s/it]
Training 2/3 epoch (loss 0.1827):  61%|██████    | 1486/2439 [29:44<21:38,  1.36s/it]
Training 2/3 epoch (loss 0.1827):  61%|██████    | 1487/2439 [29:44<19:50,  1.25s/it]
Training 2/3 epoch (loss 0.2149):  61%|██████    | 1487/2439 [29:45<19:50,  1.25s/it]
Training 2/3 epoch (loss 0.2149):  61%|██████    | 1488/2439 [29:45<18:43,  1.18s/it]
Training 2/3 epoch (loss 0.2331):  61%|██████    | 1488/2439 [29:46<18:43,  1.18s/it]
Training 2/3 epoch (loss 0.2331):  61%|██████    | 1489/2439 [29:46<17:43,  1.12s/it]
Training 2/3 epoch (loss 0.2285):  61%|██████    | 1489/2439 [29:47<17:43,  1.12s/it]
Training 2/3 epoch (loss 0.2285):  61%|██████    | 1490/2439 [29:47<18:03,  1.14s/it]
Training 2/3 epoch (loss 0.2367):  61%|██████    | 1490/2439 [29:48<18:03,  1.14s/it]
Training 2/3 epoch (loss 0.2367):  61%|██████    | 1491/2439 [29:48<17:19,  1.10s/it]
Training 2/3 epoch (loss 0.3252):  61%|██████    | 1491/2439 [29:50<17:19,  1.10s/it]
Training 2/3 epoch (loss 0.3252):  61%|██████    | 1492/2439 [29:50<18:57,  1.20s/it]
Training 2/3 epoch (loss 0.1966):  61%|██████    | 1492/2439 [29:51<18:57,  1.20s/it]
Training 2/3 epoch (loss 0.1966):  61%|██████    | 1493/2439 [29:51<17:47,  1.13s/it]
Training 2/3 epoch (loss 0.1894):  61%|██████    | 1493/2439 [29:52<17:47,  1.13s/it]
Training 2/3 epoch (loss 0.1894):  61%|██████▏   | 1494/2439 [29:52<17:39,  1.12s/it]
Training 2/3 epoch (loss 0.2621):  61%|██████▏   | 1494/2439 [29:53<17:39,  1.12s/it]
Training 2/3 epoch (loss 0.2621):  61%|██████▏   | 1495/2439 [29:53<18:20,  1.17s/it]
Training 2/3 epoch (loss 0.2593):  61%|██████▏   | 1495/2439 [29:54<18:20,  1.17s/it]
Training 2/3 epoch (loss 0.2593):  61%|██████▏   | 1496/2439 [29:54<17:49,  1.13s/it]
Training 2/3 epoch (loss 0.2050):  61%|██████▏   | 1496/2439 [29:55<17:49,  1.13s/it]
Training 2/3 epoch (loss 0.2050):  61%|██████▏   | 1497/2439 [29:55<18:17,  1.17s/it]
Training 2/3 epoch (loss 0.2389):  61%|██████▏   | 1497/2439 [29:57<18:17,  1.17s/it]
Training 2/3 epoch (loss 0.2389):  61%|██████▏   | 1498/2439 [29:57<17:36,  1.12s/it]
Training 2/3 epoch (loss 0.1887):  61%|██████▏   | 1498/2439 [29:58<17:36,  1.12s/it]
Training 2/3 epoch (loss 0.1887):  61%|██████▏   | 1499/2439 [29:58<17:31,  1.12s/it]
Training 2/3 epoch (loss 0.2813):  61%|██████▏   | 1499/2439 [29:59<17:31,  1.12s/it]
Training 2/3 epoch (loss 0.2813):  62%|██████▏   | 1500/2439 [29:59<17:28,  1.12s/it]
Training 2/3 epoch (loss 0.2113):  62%|██████▏   | 1500/2439 [30:00<17:28,  1.12s/it]
Training 2/3 epoch (loss 0.2113):  62%|██████▏   | 1501/2439 [30:00<17:48,  1.14s/it]
Training 2/3 epoch (loss 0.2445):  62%|██████▏   | 1501/2439 [30:01<17:48,  1.14s/it]
Training 2/3 epoch (loss 0.2445):  62%|██████▏   | 1502/2439 [30:01<18:24,  1.18s/it]
Training 2/3 epoch (loss 0.2410):  62%|██████▏   | 1502/2439 [30:02<18:24,  1.18s/it]
Training 2/3 epoch (loss 0.2410):  62%|██████▏   | 1503/2439 [30:02<17:30,  1.12s/it]
Training 2/3 epoch (loss 0.2323):  62%|██████▏   | 1503/2439 [30:03<17:30,  1.12s/it]
Training 2/3 epoch (loss 0.2323):  62%|██████▏   | 1504/2439 [30:03<18:07,  1.16s/it]
Training 2/3 epoch (loss 0.2706):  62%|██████▏   | 1504/2439 [30:05<18:07,  1.16s/it]
Training 2/3 epoch (loss 0.2706):  62%|██████▏   | 1505/2439 [30:05<18:28,  1.19s/it]
Training 2/3 epoch (loss 0.2331):  62%|██████▏   | 1505/2439 [30:06<18:28,  1.19s/it]
Training 2/3 epoch (loss 0.2331):  62%|██████▏   | 1506/2439 [30:06<19:31,  1.26s/it]
Training 2/3 epoch (loss 0.2190):  62%|██████▏   | 1506/2439 [30:07<19:31,  1.26s/it]
Training 2/3 epoch (loss 0.2190):  62%|██████▏   | 1507/2439 [30:07<18:28,  1.19s/it]
Training 2/3 epoch (loss 0.2370):  62%|██████▏   | 1507/2439 [30:08<18:28,  1.19s/it]
Training 2/3 epoch (loss 0.2370):  62%|██████▏   | 1508/2439 [30:08<18:11,  1.17s/it]
Training 2/3 epoch (loss 0.2339):  62%|██████▏   | 1508/2439 [30:09<18:11,  1.17s/it]
Training 2/3 epoch (loss 0.2339):  62%|██████▏   | 1509/2439 [30:09<17:10,  1.11s/it]
Training 2/3 epoch (loss 0.2640):  62%|██████▏   | 1509/2439 [30:10<17:10,  1.11s/it]
Training 2/3 epoch (loss 0.2640):  62%|██████▏   | 1510/2439 [30:10<17:40,  1.14s/it]
Training 2/3 epoch (loss 0.3126):  62%|██████▏   | 1510/2439 [30:12<17:40,  1.14s/it]
Training 2/3 epoch (loss 0.3126):  62%|██████▏   | 1511/2439 [30:12<20:35,  1.33s/it]
Training 2/3 epoch (loss 0.2923):  62%|██████▏   | 1511/2439 [30:14<20:35,  1.33s/it]
Training 2/3 epoch (loss 0.2923):  62%|██████▏   | 1512/2439 [30:14<22:37,  1.46s/it]
Training 2/3 epoch (loss 0.2950):  62%|██████▏   | 1512/2439 [30:15<22:37,  1.46s/it]
Training 2/3 epoch (loss 0.2950):  62%|██████▏   | 1513/2439 [30:15<20:45,  1.34s/it]
Training 2/3 epoch (loss 0.3523):  62%|██████▏   | 1513/2439 [30:16<20:45,  1.34s/it]
Training 2/3 epoch (loss 0.3523):  62%|██████▏   | 1514/2439 [30:16<19:55,  1.29s/it]
Training 2/3 epoch (loss 0.2373):  62%|██████▏   | 1514/2439 [30:17<19:55,  1.29s/it]
Training 2/3 epoch (loss 0.2373):  62%|██████▏   | 1515/2439 [30:17<19:27,  1.26s/it]
Training 2/3 epoch (loss 0.3052):  62%|██████▏   | 1515/2439 [30:19<19:27,  1.26s/it]
Training 2/3 epoch (loss 0.3052):  62%|██████▏   | 1516/2439 [30:19<21:25,  1.39s/it]
Training 2/3 epoch (loss 0.2627):  62%|██████▏   | 1516/2439 [30:20<21:25,  1.39s/it]
Training 2/3 epoch (loss 0.2627):  62%|██████▏   | 1517/2439 [30:20<20:00,  1.30s/it]
Training 2/3 epoch (loss 0.1837):  62%|██████▏   | 1517/2439 [30:21<20:00,  1.30s/it]
Training 2/3 epoch (loss 0.1837):  62%|██████▏   | 1518/2439 [30:21<18:48,  1.23s/it]
Training 2/3 epoch (loss 0.3478):  62%|██████▏   | 1518/2439 [30:22<18:48,  1.23s/it]
Training 2/3 epoch (loss 0.3478):  62%|██████▏   | 1519/2439 [30:22<18:31,  1.21s/it]
Training 2/3 epoch (loss 0.1476):  62%|██████▏   | 1519/2439 [30:23<18:31,  1.21s/it]
Training 2/3 epoch (loss 0.1476):  62%|██████▏   | 1520/2439 [30:23<17:17,  1.13s/it]
Training 2/3 epoch (loss 0.2378):  62%|██████▏   | 1520/2439 [30:24<17:17,  1.13s/it]
Training 2/3 epoch (loss 0.2378):  62%|██████▏   | 1521/2439 [30:24<16:46,  1.10s/it]
Training 2/3 epoch (loss 0.2077):  62%|██████▏   | 1521/2439 [30:26<16:46,  1.10s/it]
Training 2/3 epoch (loss 0.2077):  62%|██████▏   | 1522/2439 [30:26<17:57,  1.17s/it]
Training 2/3 epoch (loss 0.1696):  62%|██████▏   | 1522/2439 [30:27<17:57,  1.17s/it]
Training 2/3 epoch (loss 0.1696):  62%|██████▏   | 1523/2439 [30:27<16:32,  1.08s/it]
Training 2/3 epoch (loss 0.2418):  62%|██████▏   | 1523/2439 [30:28<16:32,  1.08s/it]
Training 2/3 epoch (loss 0.2418):  62%|██████▏   | 1524/2439 [30:28<16:23,  1.07s/it]
Training 2/3 epoch (loss 0.2372):  62%|██████▏   | 1524/2439 [30:28<16:23,  1.07s/it]
Training 2/3 epoch (loss 0.2372):  63%|██████▎   | 1525/2439 [30:28<15:14,  1.00s/it]
Training 2/3 epoch (loss 0.2279):  63%|██████▎   | 1525/2439 [30:30<15:14,  1.00s/it]
Training 2/3 epoch (loss 0.2279):  63%|██████▎   | 1526/2439 [30:30<15:51,  1.04s/it]
Training 2/3 epoch (loss 0.2445):  63%|██████▎   | 1526/2439 [30:32<15:51,  1.04s/it]
Training 2/3 epoch (loss 0.2445):  63%|██████▎   | 1527/2439 [30:32<22:02,  1.45s/it]
Training 2/3 epoch (loss 0.2463):  63%|██████▎   | 1527/2439 [30:33<22:02,  1.45s/it]
Training 2/3 epoch (loss 0.2463):  63%|██████▎   | 1528/2439 [30:33<20:00,  1.32s/it]
Training 2/3 epoch (loss 0.2142):  63%|██████▎   | 1528/2439 [30:34<20:00,  1.32s/it]
Training 2/3 epoch (loss 0.2142):  63%|██████▎   | 1529/2439 [30:34<18:30,  1.22s/it]
Training 2/3 epoch (loss 0.1650):  63%|██████▎   | 1529/2439 [30:35<18:30,  1.22s/it]
Training 2/3 epoch (loss 0.1650):  63%|██████▎   | 1530/2439 [30:35<16:19,  1.08s/it]
Training 2/3 epoch (loss 0.3317):  63%|██████▎   | 1530/2439 [30:36<16:19,  1.08s/it]
Training 2/3 epoch (loss 0.3317):  63%|██████▎   | 1531/2439 [30:36<17:13,  1.14s/it]
Training 2/3 epoch (loss 0.2430):  63%|██████▎   | 1531/2439 [30:37<17:13,  1.14s/it]
Training 2/3 epoch (loss 0.2430):  63%|██████▎   | 1532/2439 [30:37<16:51,  1.11s/it]
Training 2/3 epoch (loss 0.2214):  63%|██████▎   | 1532/2439 [30:38<16:51,  1.11s/it]
Training 2/3 epoch (loss 0.2214):  63%|██████▎   | 1533/2439 [30:38<17:52,  1.18s/it]
Training 2/3 epoch (loss 0.2158):  63%|██████▎   | 1533/2439 [30:39<17:52,  1.18s/it]
Training 2/3 epoch (loss 0.2158):  63%|██████▎   | 1534/2439 [30:39<17:06,  1.13s/it]
Training 2/3 epoch (loss 0.3073):  63%|██████▎   | 1534/2439 [30:41<17:06,  1.13s/it]
Training 2/3 epoch (loss 0.3073):  63%|██████▎   | 1535/2439 [30:41<17:09,  1.14s/it]
Training 2/3 epoch (loss 0.2381):  63%|██████▎   | 1535/2439 [30:42<17:09,  1.14s/it]
Training 2/3 epoch (loss 0.2381):  63%|██████▎   | 1536/2439 [30:42<17:08,  1.14s/it]
Training 2/3 epoch (loss 0.2143):  63%|██████▎   | 1536/2439 [30:44<17:08,  1.14s/it]
Training 2/3 epoch (loss 0.2143):  63%|██████▎   | 1537/2439 [30:44<22:11,  1.48s/it]
Training 2/3 epoch (loss 0.2836):  63%|██████▎   | 1537/2439 [30:45<22:11,  1.48s/it]
Training 2/3 epoch (loss 0.2836):  63%|██████▎   | 1538/2439 [30:45<20:44,  1.38s/it]
Training 2/3 epoch (loss 0.2968):  63%|██████▎   | 1538/2439 [30:47<20:44,  1.38s/it]
Training 2/3 epoch (loss 0.2968):  63%|██████▎   | 1539/2439 [30:47<21:09,  1.41s/it]
Training 2/3 epoch (loss 0.2443):  63%|██████▎   | 1539/2439 [30:48<21:09,  1.41s/it]
Training 2/3 epoch (loss 0.2443):  63%|██████▎   | 1540/2439 [30:48<21:19,  1.42s/it]
Training 2/3 epoch (loss 0.3681):  63%|██████▎   | 1540/2439 [30:50<21:19,  1.42s/it]
Training 2/3 epoch (loss 0.3681):  63%|██████▎   | 1541/2439 [30:50<25:06,  1.68s/it]
Training 2/3 epoch (loss 0.2257):  63%|██████▎   | 1541/2439 [30:51<25:06,  1.68s/it]
Training 2/3 epoch (loss 0.2257):  63%|██████▎   | 1542/2439 [30:51<22:27,  1.50s/it]
Training 2/3 epoch (loss 0.2271):  63%|██████▎   | 1542/2439 [30:53<22:27,  1.50s/it]
Training 2/3 epoch (loss 0.2271):  63%|██████▎   | 1543/2439 [30:53<20:47,  1.39s/it]
Training 2/3 epoch (loss 0.2571):  63%|██████▎   | 1543/2439 [30:54<20:47,  1.39s/it]
Training 2/3 epoch (loss 0.2571):  63%|██████▎   | 1544/2439 [30:54<19:35,  1.31s/it]
Training 2/3 epoch (loss 0.2183):  63%|██████▎   | 1544/2439 [30:55<19:35,  1.31s/it]
Training 2/3 epoch (loss 0.2183):  63%|██████▎   | 1545/2439 [30:55<19:03,  1.28s/it]
Training 2/3 epoch (loss 0.2530):  63%|██████▎   | 1545/2439 [30:56<19:03,  1.28s/it]
Training 2/3 epoch (loss 0.2530):  63%|██████▎   | 1546/2439 [30:56<18:15,  1.23s/it]
Training 2/3 epoch (loss 0.3060):  63%|██████▎   | 1546/2439 [30:57<18:15,  1.23s/it]
Training 2/3 epoch (loss 0.3060):  63%|██████▎   | 1547/2439 [30:57<18:35,  1.25s/it]
Training 2/3 epoch (loss 0.2772):  63%|██████▎   | 1547/2439 [30:59<18:35,  1.25s/it]
Training 2/3 epoch (loss 0.2772):  63%|██████▎   | 1548/2439 [30:59<18:08,  1.22s/it]
Training 2/3 epoch (loss 0.2164):  63%|██████▎   | 1548/2439 [30:59<18:08,  1.22s/it]
Training 2/3 epoch (loss 0.2164):  64%|██████▎   | 1549/2439 [30:59<16:47,  1.13s/it]
Training 2/3 epoch (loss 0.2773):  64%|██████▎   | 1549/2439 [31:01<16:47,  1.13s/it]
Training 2/3 epoch (loss 0.2773):  64%|██████▎   | 1550/2439 [31:01<18:27,  1.25s/it]
Training 2/3 epoch (loss 0.2606):  64%|██████▎   | 1550/2439 [31:02<18:27,  1.25s/it]
Training 2/3 epoch (loss 0.2606):  64%|██████▎   | 1551/2439 [31:02<18:01,  1.22s/it]
Training 2/3 epoch (loss 0.2158):  64%|██████▎   | 1551/2439 [31:03<18:01,  1.22s/it]
Training 2/3 epoch (loss 0.2158):  64%|██████▎   | 1552/2439 [31:03<17:45,  1.20s/it]
Training 2/3 epoch (loss 0.1954):  64%|██████▎   | 1552/2439 [31:04<17:45,  1.20s/it]
Training 2/3 epoch (loss 0.1954):  64%|██████▎   | 1553/2439 [31:04<16:31,  1.12s/it]
Training 2/3 epoch (loss 0.1961):  64%|██████▎   | 1553/2439 [31:05<16:31,  1.12s/it]
Training 2/3 epoch (loss 0.1961):  64%|██████▎   | 1554/2439 [31:05<15:36,  1.06s/it]
Training 2/3 epoch (loss 0.2008):  64%|██████▎   | 1554/2439 [31:06<15:36,  1.06s/it]
Training 2/3 epoch (loss 0.2008):  64%|██████▍   | 1555/2439 [31:06<14:56,  1.01s/it]
Training 2/3 epoch (loss 0.2661):  64%|██████▍   | 1555/2439 [31:07<14:56,  1.01s/it]
Training 2/3 epoch (loss 0.2661):  64%|██████▍   | 1556/2439 [31:07<14:50,  1.01s/it]
Training 2/3 epoch (loss 0.2280):  64%|██████▍   | 1556/2439 [31:09<14:50,  1.01s/it]
Training 2/3 epoch (loss 0.2280):  64%|██████▍   | 1557/2439 [31:09<17:59,  1.22s/it]
Training 2/3 epoch (loss 0.2032):  64%|██████▍   | 1557/2439 [31:10<17:59,  1.22s/it]
Training 2/3 epoch (loss 0.2032):  64%|██████▍   | 1558/2439 [31:10<16:38,  1.13s/it]
Training 2/3 epoch (loss 0.2453):  64%|██████▍   | 1558/2439 [31:11<16:38,  1.13s/it]
Training 2/3 epoch (loss 0.2453):  64%|██████▍   | 1559/2439 [31:11<16:44,  1.14s/it]
Training 2/3 epoch (loss 0.1952):  64%|██████▍   | 1559/2439 [31:12<16:44,  1.14s/it]
Training 2/3 epoch (loss 0.1952):  64%|██████▍   | 1560/2439 [31:12<18:00,  1.23s/it]
Training 2/3 epoch (loss 0.2538):  64%|██████▍   | 1560/2439 [31:13<18:00,  1.23s/it]
Training 2/3 epoch (loss 0.2538):  64%|██████▍   | 1561/2439 [31:13<17:28,  1.19s/it]
Training 2/3 epoch (loss 0.2343):  64%|██████▍   | 1561/2439 [31:14<17:28,  1.19s/it]
Training 2/3 epoch (loss 0.2343):  64%|██████▍   | 1562/2439 [31:14<16:41,  1.14s/it]
Training 2/3 epoch (loss 0.2701):  64%|██████▍   | 1562/2439 [31:16<16:41,  1.14s/it]
Training 2/3 epoch (loss 0.2701):  64%|██████▍   | 1563/2439 [31:16<17:49,  1.22s/it]
Training 2/3 epoch (loss 0.2375):  64%|██████▍   | 1563/2439 [31:17<17:49,  1.22s/it]
Training 2/3 epoch (loss 0.2375):  64%|██████▍   | 1564/2439 [31:17<17:05,  1.17s/it]
Training 2/3 epoch (loss 0.2114):  64%|██████▍   | 1564/2439 [31:18<17:05,  1.17s/it]
Training 2/3 epoch (loss 0.2114):  64%|██████▍   | 1565/2439 [31:18<16:10,  1.11s/it]
Training 2/3 epoch (loss 0.2249):  64%|██████▍   | 1565/2439 [31:19<16:10,  1.11s/it]
Training 2/3 epoch (loss 0.2249):  64%|██████▍   | 1566/2439 [31:19<15:42,  1.08s/it]
Training 2/3 epoch (loss 0.2662):  64%|██████▍   | 1566/2439 [31:20<15:42,  1.08s/it]
Training 2/3 epoch (loss 0.2662):  64%|██████▍   | 1567/2439 [31:20<17:23,  1.20s/it]
Training 2/3 epoch (loss 0.2537):  64%|██████▍   | 1567/2439 [31:22<17:23,  1.20s/it]
Training 2/3 epoch (loss 0.2537):  64%|██████▍   | 1568/2439 [31:22<17:35,  1.21s/it]
Training 2/3 epoch (loss 0.2196):  64%|██████▍   | 1568/2439 [31:23<17:35,  1.21s/it]
Training 2/3 epoch (loss 0.2196):  64%|██████▍   | 1569/2439 [31:23<17:24,  1.20s/it]
Training 2/3 epoch (loss 0.3180):  64%|██████▍   | 1569/2439 [31:24<17:24,  1.20s/it]
Training 2/3 epoch (loss 0.3180):  64%|██████▍   | 1570/2439 [31:24<18:07,  1.25s/it]
Training 2/3 epoch (loss 0.2925):  64%|██████▍   | 1570/2439 [31:25<18:07,  1.25s/it]
Training 2/3 epoch (loss 0.2925):  64%|██████▍   | 1571/2439 [31:25<17:07,  1.18s/it]
Training 2/3 epoch (loss 0.2028):  64%|██████▍   | 1571/2439 [31:26<17:07,  1.18s/it]
Training 2/3 epoch (loss 0.2028):  64%|██████▍   | 1572/2439 [31:26<15:57,  1.10s/it]
Training 2/3 epoch (loss 0.2566):  64%|██████▍   | 1572/2439 [31:27<15:57,  1.10s/it]
Training 2/3 epoch (loss 0.2566):  64%|██████▍   | 1573/2439 [31:27<16:54,  1.17s/it]
Training 2/3 epoch (loss 0.2062):  64%|██████▍   | 1573/2439 [31:28<16:54,  1.17s/it]
Training 2/3 epoch (loss 0.2062):  65%|██████▍   | 1574/2439 [31:28<15:52,  1.10s/it]
Training 2/3 epoch (loss 0.2275):  65%|██████▍   | 1574/2439 [31:29<15:52,  1.10s/it]
Training 2/3 epoch (loss 0.2275):  65%|██████▍   | 1575/2439 [31:29<15:42,  1.09s/it]
Training 2/3 epoch (loss 0.1975):  65%|██████▍   | 1575/2439 [31:30<15:42,  1.09s/it]
Training 2/3 epoch (loss 0.1975):  65%|██████▍   | 1576/2439 [31:30<15:43,  1.09s/it]
Training 2/3 epoch (loss 0.2279):  65%|██████▍   | 1576/2439 [31:31<15:43,  1.09s/it]
Training 2/3 epoch (loss 0.2279):  65%|██████▍   | 1577/2439 [31:31<14:57,  1.04s/it]
Training 2/3 epoch (loss 0.2205):  65%|██████▍   | 1577/2439 [31:32<14:57,  1.04s/it]
Training 2/3 epoch (loss 0.2205):  65%|██████▍   | 1578/2439 [31:32<14:33,  1.01s/it]
Training 2/3 epoch (loss 0.2485):  65%|██████▍   | 1578/2439 [31:33<14:33,  1.01s/it]
Training 2/3 epoch (loss 0.2485):  65%|██████▍   | 1579/2439 [31:33<14:42,  1.03s/it]
Training 2/3 epoch (loss 0.2249):  65%|██████▍   | 1579/2439 [31:35<14:42,  1.03s/it]
Training 2/3 epoch (loss 0.2249):  65%|██████▍   | 1580/2439 [31:35<15:12,  1.06s/it]
Training 2/3 epoch (loss 0.2731):  65%|██████▍   | 1580/2439 [31:36<15:12,  1.06s/it]
Training 2/3 epoch (loss 0.2731):  65%|██████▍   | 1581/2439 [31:36<15:08,  1.06s/it]
Training 2/3 epoch (loss 0.2048):  65%|██████▍   | 1581/2439 [31:37<15:08,  1.06s/it]
Training 2/3 epoch (loss 0.2048):  65%|██████▍   | 1582/2439 [31:37<15:34,  1.09s/it]
Training 2/3 epoch (loss 0.2392):  65%|██████▍   | 1582/2439 [31:38<15:34,  1.09s/it]
Training 2/3 epoch (loss 0.2392):  65%|██████▍   | 1583/2439 [31:38<15:34,  1.09s/it]
Training 2/3 epoch (loss 0.2686):  65%|██████▍   | 1583/2439 [31:39<15:34,  1.09s/it]
Training 2/3 epoch (loss 0.2686):  65%|██████▍   | 1584/2439 [31:39<15:45,  1.11s/it]
Training 2/3 epoch (loss 0.2321):  65%|██████▍   | 1584/2439 [31:40<15:45,  1.11s/it]
Training 2/3 epoch (loss 0.2321):  65%|██████▍   | 1585/2439 [31:40<16:38,  1.17s/it]
Training 2/3 epoch (loss 0.2670):  65%|██████▍   | 1585/2439 [31:41<16:38,  1.17s/it]
Training 2/3 epoch (loss 0.2670):  65%|██████▌   | 1586/2439 [31:41<15:20,  1.08s/it]
Training 2/3 epoch (loss 0.2262):  65%|██████▌   | 1586/2439 [31:43<15:20,  1.08s/it]
Training 2/3 epoch (loss 0.2262):  65%|██████▌   | 1587/2439 [31:43<17:51,  1.26s/it]
Training 2/3 epoch (loss 0.1666):  65%|██████▌   | 1587/2439 [31:44<17:51,  1.26s/it]
Training 2/3 epoch (loss 0.1666):  65%|██████▌   | 1588/2439 [31:44<16:16,  1.15s/it]
Training 2/3 epoch (loss 0.2839):  65%|██████▌   | 1588/2439 [31:45<16:16,  1.15s/it]
Training 2/3 epoch (loss 0.2839):  65%|██████▌   | 1589/2439 [31:45<15:38,  1.10s/it]
Training 2/3 epoch (loss 0.2011):  65%|██████▌   | 1589/2439 [31:46<15:38,  1.10s/it]
Training 2/3 epoch (loss 0.2011):  65%|██████▌   | 1590/2439 [31:46<16:15,  1.15s/it]
Training 2/3 epoch (loss 0.3639):  65%|██████▌   | 1590/2439 [31:47<16:15,  1.15s/it]
Training 2/3 epoch (loss 0.3639):  65%|██████▌   | 1591/2439 [31:47<17:20,  1.23s/it]
Training 2/3 epoch (loss 0.2951):  65%|██████▌   | 1591/2439 [31:49<17:20,  1.23s/it]
Training 2/3 epoch (loss 0.2951):  65%|██████▌   | 1592/2439 [31:49<18:04,  1.28s/it]
Training 2/3 epoch (loss 0.1708):  65%|██████▌   | 1592/2439 [31:51<18:04,  1.28s/it]
Training 2/3 epoch (loss 0.1708):  65%|██████▌   | 1593/2439 [31:51<21:51,  1.55s/it]
Training 2/3 epoch (loss 0.1290):  65%|██████▌   | 1593/2439 [31:53<21:51,  1.55s/it]
Training 2/3 epoch (loss 0.1290):  65%|██████▌   | 1594/2439 [31:53<24:02,  1.71s/it]
Training 2/3 epoch (loss 0.2365):  65%|██████▌   | 1594/2439 [31:54<24:02,  1.71s/it]
Training 2/3 epoch (loss 0.2365):  65%|██████▌   | 1595/2439 [31:54<20:27,  1.45s/it]
Training 2/3 epoch (loss 0.2595):  65%|██████▌   | 1595/2439 [31:55<20:27,  1.45s/it]
Training 2/3 epoch (loss 0.2595):  65%|██████▌   | 1596/2439 [31:55<20:49,  1.48s/it]
Training 2/3 epoch (loss 0.2251):  65%|██████▌   | 1596/2439 [31:56<20:49,  1.48s/it]
Training 2/3 epoch (loss 0.2251):  65%|██████▌   | 1597/2439 [31:56<18:34,  1.32s/it]
Training 2/3 epoch (loss 0.2699):  65%|██████▌   | 1597/2439 [31:57<18:34,  1.32s/it]
Training 2/3 epoch (loss 0.2699):  66%|██████▌   | 1598/2439 [31:57<16:50,  1.20s/it]
Training 2/3 epoch (loss 0.2152):  66%|██████▌   | 1598/2439 [31:59<16:50,  1.20s/it]
Training 2/3 epoch (loss 0.2152):  66%|██████▌   | 1599/2439 [31:59<16:44,  1.20s/it]
Training 2/3 epoch (loss 0.2796):  66%|██████▌   | 1599/2439 [32:00<16:44,  1.20s/it]
Training 2/3 epoch (loss 0.2796):  66%|██████▌   | 1600/2439 [32:00<16:35,  1.19s/it]
Training 2/3 epoch (loss 0.2546):  66%|██████▌   | 1600/2439 [32:01<16:35,  1.19s/it]
Training 2/3 epoch (loss 0.2546):  66%|██████▌   | 1601/2439 [32:01<15:59,  1.14s/it]
Training 2/3 epoch (loss 0.2676):  66%|██████▌   | 1601/2439 [32:02<15:59,  1.14s/it]
Training 2/3 epoch (loss 0.2676):  66%|██████▌   | 1602/2439 [32:02<14:56,  1.07s/it]
Training 2/3 epoch (loss 0.3027):  66%|██████▌   | 1602/2439 [32:03<14:56,  1.07s/it]
Training 2/3 epoch (loss 0.3027):  66%|██████▌   | 1603/2439 [32:03<16:10,  1.16s/it]
Training 2/3 epoch (loss 0.2451):  66%|██████▌   | 1603/2439 [32:04<16:10,  1.16s/it]
Training 2/3 epoch (loss 0.2451):  66%|██████▌   | 1604/2439 [32:04<15:24,  1.11s/it]
Training 2/3 epoch (loss 0.2059):  66%|██████▌   | 1604/2439 [32:05<15:24,  1.11s/it]
Training 2/3 epoch (loss 0.2059):  66%|██████▌   | 1605/2439 [32:05<16:30,  1.19s/it]
Training 2/3 epoch (loss 0.2946):  66%|██████▌   | 1605/2439 [32:06<16:30,  1.19s/it]
Training 2/3 epoch (loss 0.2946):  66%|██████▌   | 1606/2439 [32:06<15:38,  1.13s/it]
Training 2/3 epoch (loss 0.3185):  66%|██████▌   | 1606/2439 [32:08<15:38,  1.13s/it]
Training 2/3 epoch (loss 0.3185):  66%|██████▌   | 1607/2439 [32:08<15:46,  1.14s/it]
Training 2/3 epoch (loss 0.1492):  66%|██████▌   | 1607/2439 [32:09<15:46,  1.14s/it]
Training 2/3 epoch (loss 0.1492):  66%|██████▌   | 1608/2439 [32:09<15:07,  1.09s/it]
Training 2/3 epoch (loss 0.2500):  66%|██████▌   | 1608/2439 [32:10<15:07,  1.09s/it]
Training 2/3 epoch (loss 0.2500):  66%|██████▌   | 1609/2439 [32:10<15:19,  1.11s/it]
Training 2/3 epoch (loss 0.2065):  66%|██████▌   | 1609/2439 [32:11<15:19,  1.11s/it]
Training 2/3 epoch (loss 0.2065):  66%|██████▌   | 1610/2439 [32:11<14:58,  1.08s/it]
Training 2/3 epoch (loss 0.1391):  66%|██████▌   | 1610/2439 [32:12<14:58,  1.08s/it]
Training 2/3 epoch (loss 0.1391):  66%|██████▌   | 1611/2439 [32:12<14:09,  1.03s/it]
Training 2/3 epoch (loss 0.2577):  66%|██████▌   | 1611/2439 [32:13<14:09,  1.03s/it]
Training 2/3 epoch (loss 0.2577):  66%|██████▌   | 1612/2439 [32:13<16:02,  1.16s/it]
Training 2/3 epoch (loss 0.1707):  66%|██████▌   | 1612/2439 [32:14<16:02,  1.16s/it]
Training 2/3 epoch (loss 0.1707):  66%|██████▌   | 1613/2439 [32:14<15:42,  1.14s/it]
Training 2/3 epoch (loss 0.2481):  66%|██████▌   | 1613/2439 [32:15<15:42,  1.14s/it]
Training 2/3 epoch (loss 0.2481):  66%|██████▌   | 1614/2439 [32:15<14:59,  1.09s/it]
Training 2/3 epoch (loss 0.2670):  66%|██████▌   | 1614/2439 [32:16<14:59,  1.09s/it]
Training 2/3 epoch (loss 0.2670):  66%|██████▌   | 1615/2439 [32:16<15:09,  1.10s/it]
Training 2/3 epoch (loss 0.2962):  66%|██████▌   | 1615/2439 [32:17<15:09,  1.10s/it]
Training 2/3 epoch (loss 0.2962):  66%|██████▋   | 1616/2439 [32:17<15:38,  1.14s/it]
Training 2/3 epoch (loss 0.1835):  66%|██████▋   | 1616/2439 [32:18<15:38,  1.14s/it]
Training 2/3 epoch (loss 0.1835):  66%|██████▋   | 1617/2439 [32:18<14:46,  1.08s/it]
Training 2/3 epoch (loss 0.2266):  66%|██████▋   | 1617/2439 [32:19<14:46,  1.08s/it]
Training 2/3 epoch (loss 0.2266):  66%|██████▋   | 1618/2439 [32:19<14:20,  1.05s/it]
Training 2/3 epoch (loss 0.1955):  66%|██████▋   | 1618/2439 [32:20<14:20,  1.05s/it]
Training 2/3 epoch (loss 0.1955):  66%|██████▋   | 1619/2439 [32:20<14:34,  1.07s/it]
Training 2/3 epoch (loss 0.3036):  66%|██████▋   | 1619/2439 [32:22<14:34,  1.07s/it]
Training 2/3 epoch (loss 0.3036):  66%|██████▋   | 1620/2439 [32:22<15:44,  1.15s/it]
Training 2/3 epoch (loss 0.2625):  66%|██████▋   | 1620/2439 [32:23<15:44,  1.15s/it]
Training 2/3 epoch (loss 0.2625):  66%|██████▋   | 1621/2439 [32:23<15:12,  1.12s/it]
Training 2/3 epoch (loss 0.2529):  66%|██████▋   | 1621/2439 [32:24<15:12,  1.12s/it]
Training 2/3 epoch (loss 0.2529):  67%|██████▋   | 1622/2439 [32:24<14:54,  1.10s/it]
Training 2/3 epoch (loss 0.2135):  67%|██████▋   | 1622/2439 [32:25<14:54,  1.10s/it]
Training 2/3 epoch (loss 0.2135):  67%|██████▋   | 1623/2439 [32:25<14:53,  1.09s/it]
Training 2/3 epoch (loss 0.1893):  67%|██████▋   | 1623/2439 [32:26<14:53,  1.09s/it]
Training 2/3 epoch (loss 0.1893):  67%|██████▋   | 1624/2439 [32:26<14:32,  1.07s/it]
Training 2/3 epoch (loss 0.2799):  67%|██████▋   | 1624/2439 [32:27<14:32,  1.07s/it]
Training 2/3 epoch (loss 0.2799):  67%|██████▋   | 1625/2439 [32:27<15:47,  1.16s/it]
Training 2/3 epoch (loss 0.1692):  67%|██████▋   | 1625/2439 [32:28<15:47,  1.16s/it]
Training 2/3 epoch (loss 0.1692):  67%|██████▋   | 1626/2439 [32:28<13:54,  1.03s/it]
Training 3/3 epoch (loss 0.1715):  67%|██████▋   | 1626/2439 [32:29<13:54,  1.03s/it]
Training 3/3 epoch (loss 0.1715):  67%|██████▋   | 1627/2439 [32:29<14:49,  1.10s/it]
Training 3/3 epoch (loss 0.2499):  67%|██████▋   | 1627/2439 [32:30<14:49,  1.10s/it]
Training 3/3 epoch (loss 0.2499):  67%|██████▋   | 1628/2439 [32:30<14:24,  1.07s/it]
Training 3/3 epoch (loss 0.1721):  67%|██████▋   | 1628/2439 [32:32<14:24,  1.07s/it]
Training 3/3 epoch (loss 0.1721):  67%|██████▋   | 1629/2439 [32:32<14:39,  1.09s/it]
Training 3/3 epoch (loss 0.1496):  67%|██████▋   | 1629/2439 [32:33<14:39,  1.09s/it]
Training 3/3 epoch (loss 0.1496):  67%|██████▋   | 1630/2439 [32:33<18:02,  1.34s/it]
Training 3/3 epoch (loss 0.2077):  67%|██████▋   | 1630/2439 [32:34<18:02,  1.34s/it]
Training 3/3 epoch (loss 0.2077):  67%|██████▋   | 1631/2439 [32:34<16:25,  1.22s/it]
Training 3/3 epoch (loss 0.2039):  67%|██████▋   | 1631/2439 [32:36<16:25,  1.22s/it]
Training 3/3 epoch (loss 0.2039):  67%|██████▋   | 1632/2439 [32:36<18:21,  1.36s/it]
Training 3/3 epoch (loss 0.2062):  67%|██████▋   | 1632/2439 [32:37<18:21,  1.36s/it]
Training 3/3 epoch (loss 0.2062):  67%|██████▋   | 1633/2439 [32:37<17:14,  1.28s/it]
Training 3/3 epoch (loss 0.1908):  67%|██████▋   | 1633/2439 [32:38<17:14,  1.28s/it]
Training 3/3 epoch (loss 0.1908):  67%|██████▋   | 1634/2439 [32:38<16:21,  1.22s/it]
Training 3/3 epoch (loss 0.1825):  67%|██████▋   | 1634/2439 [32:39<16:21,  1.22s/it]
Training 3/3 epoch (loss 0.1825):  67%|██████▋   | 1635/2439 [32:39<15:53,  1.19s/it]
Training 3/3 epoch (loss 0.2272):  67%|██████▋   | 1635/2439 [32:41<15:53,  1.19s/it]
Training 3/3 epoch (loss 0.2272):  67%|██████▋   | 1636/2439 [32:41<18:29,  1.38s/it]
Training 3/3 epoch (loss 0.1969):  67%|██████▋   | 1636/2439 [32:42<18:29,  1.38s/it]
Training 3/3 epoch (loss 0.1969):  67%|██████▋   | 1637/2439 [32:42<17:33,  1.31s/it]
Training 3/3 epoch (loss 0.2000):  67%|██████▋   | 1637/2439 [32:44<17:33,  1.31s/it]
Training 3/3 epoch (loss 0.2000):  67%|██████▋   | 1638/2439 [32:44<17:27,  1.31s/it]
Training 3/3 epoch (loss 0.2234):  67%|██████▋   | 1638/2439 [32:45<17:27,  1.31s/it]
Training 3/3 epoch (loss 0.2234):  67%|██████▋   | 1639/2439 [32:45<17:06,  1.28s/it]
Training 3/3 epoch (loss 0.1505):  67%|██████▋   | 1639/2439 [32:46<17:06,  1.28s/it]
Training 3/3 epoch (loss 0.1505):  67%|██████▋   | 1640/2439 [32:46<16:24,  1.23s/it]
Training 3/3 epoch (loss 0.1673):  67%|██████▋   | 1640/2439 [32:48<16:24,  1.23s/it]
Training 3/3 epoch (loss 0.1673):  67%|██████▋   | 1641/2439 [32:48<17:38,  1.33s/it]
Training 3/3 epoch (loss 0.1588):  67%|██████▋   | 1641/2439 [32:49<17:38,  1.33s/it]
Training 3/3 epoch (loss 0.1588):  67%|██████▋   | 1642/2439 [32:49<17:08,  1.29s/it]
Training 3/3 epoch (loss 0.2051):  67%|██████▋   | 1642/2439 [32:50<17:08,  1.29s/it]
Training 3/3 epoch (loss 0.2051):  67%|██████▋   | 1643/2439 [32:50<17:38,  1.33s/it]
Training 3/3 epoch (loss 0.1459):  67%|██████▋   | 1643/2439 [32:51<17:38,  1.33s/it]
Training 3/3 epoch (loss 0.1459):  67%|██████▋   | 1644/2439 [32:51<16:15,  1.23s/it]
Training 3/3 epoch (loss 0.2192):  67%|██████▋   | 1644/2439 [32:52<16:15,  1.23s/it]
Training 3/3 epoch (loss 0.2192):  67%|██████▋   | 1645/2439 [32:52<15:17,  1.16s/it]
Training 3/3 epoch (loss 0.1891):  67%|██████▋   | 1645/2439 [32:53<15:17,  1.16s/it]
Training 3/3 epoch (loss 0.1891):  67%|██████▋   | 1646/2439 [32:53<15:05,  1.14s/it]
Training 3/3 epoch (loss 0.1807):  67%|██████▋   | 1646/2439 [32:54<15:05,  1.14s/it]
Training 3/3 epoch (loss 0.1807):  68%|██████▊   | 1647/2439 [32:54<14:55,  1.13s/it]
Training 3/3 epoch (loss 0.1463):  68%|██████▊   | 1647/2439 [32:55<14:55,  1.13s/it]
Training 3/3 epoch (loss 0.1463):  68%|██████▊   | 1648/2439 [32:55<14:58,  1.14s/it]
Training 3/3 epoch (loss 0.2345):  68%|██████▊   | 1648/2439 [32:57<14:58,  1.14s/it]
Training 3/3 epoch (loss 0.2345):  68%|██████▊   | 1649/2439 [32:57<16:21,  1.24s/it]
Training 3/3 epoch (loss 0.1877):  68%|██████▊   | 1649/2439 [32:58<16:21,  1.24s/it]
Training 3/3 epoch (loss 0.1877):  68%|██████▊   | 1650/2439 [32:58<15:18,  1.16s/it]
Training 3/3 epoch (loss 0.1532):  68%|██████▊   | 1650/2439 [32:59<15:18,  1.16s/it]
Training 3/3 epoch (loss 0.1532):  68%|██████▊   | 1651/2439 [32:59<14:58,  1.14s/it]
Training 3/3 epoch (loss 0.2480):  68%|██████▊   | 1651/2439 [33:01<14:58,  1.14s/it]
Training 3/3 epoch (loss 0.2480):  68%|██████▊   | 1652/2439 [33:01<16:38,  1.27s/it]
Training 3/3 epoch (loss 0.1666):  68%|██████▊   | 1652/2439 [33:02<16:38,  1.27s/it]
Training 3/3 epoch (loss 0.1666):  68%|██████▊   | 1653/2439 [33:02<16:29,  1.26s/it]
Training 3/3 epoch (loss 0.1630):  68%|██████▊   | 1653/2439 [33:03<16:29,  1.26s/it]
Training 3/3 epoch (loss 0.1630):  68%|██████▊   | 1654/2439 [33:03<14:53,  1.14s/it]
Training 3/3 epoch (loss 0.0929):  68%|██████▊   | 1654/2439 [33:04<14:53,  1.14s/it]
Training 3/3 epoch (loss 0.0929):  68%|██████▊   | 1655/2439 [33:04<14:24,  1.10s/it]
Training 3/3 epoch (loss 0.1202):  68%|██████▊   | 1655/2439 [33:05<14:24,  1.10s/it]
Training 3/3 epoch (loss 0.1202):  68%|██████▊   | 1656/2439 [33:05<14:55,  1.14s/it]
Training 3/3 epoch (loss 0.2152):  68%|██████▊   | 1656/2439 [33:06<14:55,  1.14s/it]
Training 3/3 epoch (loss 0.2152):  68%|██████▊   | 1657/2439 [33:06<14:45,  1.13s/it]
Training 3/3 epoch (loss 0.1463):  68%|██████▊   | 1657/2439 [33:07<14:45,  1.13s/it]
Training 3/3 epoch (loss 0.1463):  68%|██████▊   | 1658/2439 [33:07<14:47,  1.14s/it]
Training 3/3 epoch (loss 0.1365):  68%|██████▊   | 1658/2439 [33:08<14:47,  1.14s/it]
Training 3/3 epoch (loss 0.1365):  68%|██████▊   | 1659/2439 [33:08<14:07,  1.09s/it]
Training 3/3 epoch (loss 0.1167):  68%|██████▊   | 1659/2439 [33:09<14:07,  1.09s/it]
Training 3/3 epoch (loss 0.1167):  68%|██████▊   | 1660/2439 [33:09<14:01,  1.08s/it]
Training 3/3 epoch (loss 0.1626):  68%|██████▊   | 1660/2439 [33:10<14:01,  1.08s/it]
Training 3/3 epoch (loss 0.1626):  68%|██████▊   | 1661/2439 [33:10<14:21,  1.11s/it]
Training 3/3 epoch (loss 0.2164):  68%|██████▊   | 1661/2439 [33:12<14:21,  1.11s/it]
Training 3/3 epoch (loss 0.2164):  68%|██████▊   | 1662/2439 [33:12<15:06,  1.17s/it]
Training 3/3 epoch (loss 0.2392):  68%|██████▊   | 1662/2439 [33:13<15:06,  1.17s/it]
Training 3/3 epoch (loss 0.2392):  68%|██████▊   | 1663/2439 [33:13<16:34,  1.28s/it]
Training 3/3 epoch (loss 0.1026):  68%|██████▊   | 1663/2439 [33:14<16:34,  1.28s/it]
Training 3/3 epoch (loss 0.1026):  68%|██████▊   | 1664/2439 [33:14<15:55,  1.23s/it]
Training 3/3 epoch (loss 0.1441):  68%|██████▊   | 1664/2439 [33:16<15:55,  1.23s/it]
Training 3/3 epoch (loss 0.1441):  68%|██████▊   | 1665/2439 [33:16<15:37,  1.21s/it]
Training 3/3 epoch (loss 0.1742):  68%|██████▊   | 1665/2439 [33:17<15:37,  1.21s/it]
Training 3/3 epoch (loss 0.1742):  68%|██████▊   | 1666/2439 [33:17<15:14,  1.18s/it]
Training 3/3 epoch (loss 0.1025):  68%|██████▊   | 1666/2439 [33:18<15:14,  1.18s/it]
Training 3/3 epoch (loss 0.1025):  68%|██████▊   | 1667/2439 [33:18<14:47,  1.15s/it]
Training 3/3 epoch (loss 0.1177):  68%|██████▊   | 1667/2439 [33:19<14:47,  1.15s/it]
Training 3/3 epoch (loss 0.1177):  68%|██████▊   | 1668/2439 [33:19<14:26,  1.12s/it]
Training 3/3 epoch (loss 0.1156):  68%|██████▊   | 1668/2439 [33:20<14:26,  1.12s/it]
Training 3/3 epoch (loss 0.1156):  68%|██████▊   | 1669/2439 [33:20<14:08,  1.10s/it]
Training 3/3 epoch (loss 0.1826):  68%|██████▊   | 1669/2439 [33:21<14:08,  1.10s/it]
Training 3/3 epoch (loss 0.1826):  68%|██████▊   | 1670/2439 [33:21<14:10,  1.11s/it]
Training 3/3 epoch (loss 0.1758):  68%|██████▊   | 1670/2439 [33:23<14:10,  1.11s/it]
Training 3/3 epoch (loss 0.1758):  69%|██████▊   | 1671/2439 [33:23<15:58,  1.25s/it]
Training 3/3 epoch (loss 0.1361):  69%|██████▊   | 1671/2439 [33:24<15:58,  1.25s/it]
Training 3/3 epoch (loss 0.1361):  69%|██████▊   | 1672/2439 [33:24<15:15,  1.19s/it]
Training 3/3 epoch (loss 0.1717):  69%|██████▊   | 1672/2439 [33:26<15:15,  1.19s/it]
Training 3/3 epoch (loss 0.1717):  69%|██████▊   | 1673/2439 [33:26<18:24,  1.44s/it]
Training 3/3 epoch (loss 0.1944):  69%|██████▊   | 1673/2439 [33:28<18:24,  1.44s/it]
Training 3/3 epoch (loss 0.1944):  69%|██████▊   | 1674/2439 [33:28<20:07,  1.58s/it]
Training 3/3 epoch (loss 0.0823):  69%|██████▊   | 1674/2439 [33:29<20:07,  1.58s/it]
Training 3/3 epoch (loss 0.0823):  69%|██████▊   | 1675/2439 [33:29<19:18,  1.52s/it]
Training 3/3 epoch (loss 0.0746):  69%|██████▊   | 1675/2439 [33:30<19:18,  1.52s/it]
Training 3/3 epoch (loss 0.0746):  69%|██████▊   | 1676/2439 [33:30<17:03,  1.34s/it]
Training 3/3 epoch (loss 0.0833):  69%|██████▊   | 1676/2439 [33:31<17:03,  1.34s/it]
Training 3/3 epoch (loss 0.0833):  69%|██████▉   | 1677/2439 [33:31<15:40,  1.23s/it]
Training 3/3 epoch (loss 0.1698):  69%|██████▉   | 1677/2439 [33:33<15:40,  1.23s/it]
Training 3/3 epoch (loss 0.1698):  69%|██████▉   | 1678/2439 [33:33<18:56,  1.49s/it]
Training 3/3 epoch (loss 0.0745):  69%|██████▉   | 1678/2439 [33:34<18:56,  1.49s/it]
Training 3/3 epoch (loss 0.0745):  69%|██████▉   | 1679/2439 [33:34<16:55,  1.34s/it]
Training 3/3 epoch (loss 0.1053):  69%|██████▉   | 1679/2439 [33:35<16:55,  1.34s/it]
Training 3/3 epoch (loss 0.1053):  69%|██████▉   | 1680/2439 [33:35<17:52,  1.41s/it]
Training 3/3 epoch (loss 0.1229):  69%|██████▉   | 1680/2439 [33:37<17:52,  1.41s/it]
Training 3/3 epoch (loss 0.1229):  69%|██████▉   | 1681/2439 [33:37<17:29,  1.38s/it]
Training 3/3 epoch (loss 0.1268):  69%|██████▉   | 1681/2439 [33:38<17:29,  1.38s/it]
Training 3/3 epoch (loss 0.1268):  69%|██████▉   | 1682/2439 [33:38<16:56,  1.34s/it]
Training 3/3 epoch (loss 0.0796):  69%|██████▉   | 1682/2439 [33:39<16:56,  1.34s/it]
Training 3/3 epoch (loss 0.0796):  69%|██████▉   | 1683/2439 [33:39<15:26,  1.22s/it]
Training 3/3 epoch (loss 0.1058):  69%|██████▉   | 1683/2439 [33:40<15:26,  1.22s/it]
Training 3/3 epoch (loss 0.1058):  69%|██████▉   | 1684/2439 [33:40<14:19,  1.14s/it]
Training 3/3 epoch (loss 0.0788):  69%|██████▉   | 1684/2439 [33:41<14:19,  1.14s/it]
Training 3/3 epoch (loss 0.0788):  69%|██████▉   | 1685/2439 [33:41<14:11,  1.13s/it]
Training 3/3 epoch (loss 0.0895):  69%|██████▉   | 1685/2439 [33:43<14:11,  1.13s/it]
Training 3/3 epoch (loss 0.0895):  69%|██████▉   | 1686/2439 [33:43<15:22,  1.22s/it]
Training 3/3 epoch (loss 0.0944):  69%|██████▉   | 1686/2439 [33:44<15:22,  1.22s/it]
Training 3/3 epoch (loss 0.0944):  69%|██████▉   | 1687/2439 [33:44<15:53,  1.27s/it]
Training 3/3 epoch (loss 0.0801):  69%|██████▉   | 1687/2439 [33:45<15:53,  1.27s/it]
Training 3/3 epoch (loss 0.0801):  69%|██████▉   | 1688/2439 [33:45<15:08,  1.21s/it]
Training 3/3 epoch (loss 0.1001):  69%|██████▉   | 1688/2439 [33:46<15:08,  1.21s/it]
Training 3/3 epoch (loss 0.1001):  69%|██████▉   | 1689/2439 [33:46<14:57,  1.20s/it]
Training 3/3 epoch (loss 0.0971):  69%|██████▉   | 1689/2439 [33:47<14:57,  1.20s/it]
Training 3/3 epoch (loss 0.0971):  69%|██████▉   | 1690/2439 [33:47<14:31,  1.16s/it]
Training 3/3 epoch (loss 0.0686):  69%|██████▉   | 1690/2439 [33:48<14:31,  1.16s/it]
Training 3/3 epoch (loss 0.0686):  69%|██████▉   | 1691/2439 [33:48<14:54,  1.20s/it]
Training 3/3 epoch (loss 0.0834):  69%|██████▉   | 1691/2439 [33:49<14:54,  1.20s/it]
Training 3/3 epoch (loss 0.0834):  69%|██████▉   | 1692/2439 [33:49<14:13,  1.14s/it]
Training 3/3 epoch (loss 0.0998):  69%|██████▉   | 1692/2439 [33:51<14:13,  1.14s/it]
Training 3/3 epoch (loss 0.0998):  69%|██████▉   | 1693/2439 [33:51<13:53,  1.12s/it]
Training 3/3 epoch (loss 0.0865):  69%|██████▉   | 1693/2439 [33:52<13:53,  1.12s/it]
Training 3/3 epoch (loss 0.0865):  69%|██████▉   | 1694/2439 [33:52<15:20,  1.24s/it]
Training 3/3 epoch (loss 0.0690):  69%|██████▉   | 1694/2439 [33:53<15:20,  1.24s/it]
Training 3/3 epoch (loss 0.0690):  69%|██████▉   | 1695/2439 [33:53<15:18,  1.23s/it]
Training 3/3 epoch (loss 0.0724):  69%|██████▉   | 1695/2439 [33:55<15:18,  1.23s/it]
Training 3/3 epoch (loss 0.0724):  70%|██████▉   | 1696/2439 [33:55<15:26,  1.25s/it]
Training 3/3 epoch (loss 0.0851):  70%|██████▉   | 1696/2439 [33:56<15:26,  1.25s/it]
Training 3/3 epoch (loss 0.0851):  70%|██████▉   | 1697/2439 [33:56<15:00,  1.21s/it]
Training 3/3 epoch (loss 0.0728):  70%|██████▉   | 1697/2439 [33:57<15:00,  1.21s/it]
Training 3/3 epoch (loss 0.0728):  70%|██████▉   | 1698/2439 [33:57<15:36,  1.26s/it]
Training 3/3 epoch (loss 0.1119):  70%|██████▉   | 1698/2439 [33:58<15:36,  1.26s/it]
Training 3/3 epoch (loss 0.1119):  70%|██████▉   | 1699/2439 [33:58<15:04,  1.22s/it]
Training 3/3 epoch (loss 0.1023):  70%|██████▉   | 1699/2439 [33:59<15:04,  1.22s/it]
Training 3/3 epoch (loss 0.1023):  70%|██████▉   | 1700/2439 [33:59<13:50,  1.12s/it]
Training 3/3 epoch (loss 0.1824):  70%|██████▉   | 1700/2439 [34:00<13:50,  1.12s/it]
Training 3/3 epoch (loss 0.1824):  70%|██████▉   | 1701/2439 [34:00<14:18,  1.16s/it]
Training 3/3 epoch (loss 0.1484):  70%|██████▉   | 1701/2439 [34:02<14:18,  1.16s/it]
Training 3/3 epoch (loss 0.1484):  70%|██████▉   | 1702/2439 [34:02<14:31,  1.18s/it]
Training 3/3 epoch (loss 0.1186):  70%|██████▉   | 1702/2439 [34:03<14:31,  1.18s/it]
Training 3/3 epoch (loss 0.1186):  70%|██████▉   | 1703/2439 [34:03<15:59,  1.30s/it]
Training 3/3 epoch (loss 0.1170):  70%|██████▉   | 1703/2439 [34:04<15:59,  1.30s/it]
Training 3/3 epoch (loss 0.1170):  70%|██████▉   | 1704/2439 [34:04<15:12,  1.24s/it]
Training 3/3 epoch (loss 0.1062):  70%|██████▉   | 1704/2439 [34:05<15:12,  1.24s/it]
Training 3/3 epoch (loss 0.1062):  70%|██████▉   | 1705/2439 [34:05<14:49,  1.21s/it]
Training 3/3 epoch (loss 0.1216):  70%|██████▉   | 1705/2439 [34:07<14:49,  1.21s/it]
Training 3/3 epoch (loss 0.1216):  70%|██████▉   | 1706/2439 [34:07<16:32,  1.35s/it]
Training 3/3 epoch (loss 0.2045):  70%|██████▉   | 1706/2439 [34:08<16:32,  1.35s/it]
Training 3/3 epoch (loss 0.2045):  70%|██████▉   | 1707/2439 [34:08<16:20,  1.34s/it]
Training 3/3 epoch (loss 0.1583):  70%|██████▉   | 1707/2439 [34:10<16:20,  1.34s/it]
Training 3/3 epoch (loss 0.1583):  70%|███████   | 1708/2439 [34:10<17:14,  1.41s/it]
Training 3/3 epoch (loss 0.1433):  70%|███████   | 1708/2439 [34:11<17:14,  1.41s/it]
Training 3/3 epoch (loss 0.1433):  70%|███████   | 1709/2439 [34:11<15:53,  1.31s/it]
Training 3/3 epoch (loss 0.0869):  70%|███████   | 1709/2439 [34:12<15:53,  1.31s/it]
Training 3/3 epoch (loss 0.0869):  70%|███████   | 1710/2439 [34:12<14:26,  1.19s/it]
Training 3/3 epoch (loss 0.0774):  70%|███████   | 1710/2439 [34:13<14:26,  1.19s/it]
Training 3/3 epoch (loss 0.0774):  70%|███████   | 1711/2439 [34:13<13:40,  1.13s/it]
Training 3/3 epoch (loss 0.1241):  70%|███████   | 1711/2439 [34:14<13:40,  1.13s/it]
Training 3/3 epoch (loss 0.1241):  70%|███████   | 1712/2439 [34:14<13:47,  1.14s/it]
Training 3/3 epoch (loss 0.1301):  70%|███████   | 1712/2439 [34:16<13:47,  1.14s/it]
Training 3/3 epoch (loss 0.1301):  70%|███████   | 1713/2439 [34:16<16:36,  1.37s/it]
Training 3/3 epoch (loss 0.1314):  70%|███████   | 1713/2439 [34:17<16:36,  1.37s/it]
Training 3/3 epoch (loss 0.1314):  70%|███████   | 1714/2439 [34:17<15:22,  1.27s/it]
Training 3/3 epoch (loss 0.1045):  70%|███████   | 1714/2439 [34:18<15:22,  1.27s/it]
Training 3/3 epoch (loss 0.1045):  70%|███████   | 1715/2439 [34:18<14:18,  1.19s/it]
Training 3/3 epoch (loss 0.1349):  70%|███████   | 1715/2439 [34:19<14:18,  1.19s/it]
Training 3/3 epoch (loss 0.1349):  70%|███████   | 1716/2439 [34:19<13:41,  1.14s/it]
Training 3/3 epoch (loss 0.0860):  70%|███████   | 1716/2439 [34:20<13:41,  1.14s/it]
Training 3/3 epoch (loss 0.0860):  70%|███████   | 1717/2439 [34:20<13:38,  1.13s/it]
Training 3/3 epoch (loss 0.0773):  70%|███████   | 1717/2439 [34:21<13:38,  1.13s/it]
Training 3/3 epoch (loss 0.0773):  70%|███████   | 1718/2439 [34:21<12:57,  1.08s/it]
Training 3/3 epoch (loss 0.0818):  70%|███████   | 1718/2439 [34:22<12:57,  1.08s/it]
Training 3/3 epoch (loss 0.0818):  70%|███████   | 1719/2439 [34:22<12:42,  1.06s/it]
Training 3/3 epoch (loss 0.1265):  70%|███████   | 1719/2439 [34:24<12:42,  1.06s/it]
Training 3/3 epoch (loss 0.1265):  71%|███████   | 1720/2439 [34:24<14:13,  1.19s/it]
Training 3/3 epoch (loss 0.1224):  71%|███████   | 1720/2439 [34:25<14:13,  1.19s/it]
Training 3/3 epoch (loss 0.1224):  71%|███████   | 1721/2439 [34:25<15:23,  1.29s/it]
Training 3/3 epoch (loss 0.1331):  71%|███████   | 1721/2439 [34:27<15:23,  1.29s/it]
Training 3/3 epoch (loss 0.1331):  71%|███████   | 1722/2439 [34:27<15:42,  1.31s/it]
Training 3/3 epoch (loss 0.0979):  71%|███████   | 1722/2439 [34:28<15:42,  1.31s/it]
Training 3/3 epoch (loss 0.0979):  71%|███████   | 1723/2439 [34:28<14:50,  1.24s/it]
Training 3/3 epoch (loss 0.1177):  71%|███████   | 1723/2439 [34:29<14:50,  1.24s/it]
Training 3/3 epoch (loss 0.1177):  71%|███████   | 1724/2439 [34:29<14:18,  1.20s/it]
Training 3/3 epoch (loss 0.0809):  71%|███████   | 1724/2439 [34:30<14:18,  1.20s/it]
Training 3/3 epoch (loss 0.0809):  71%|███████   | 1725/2439 [34:30<14:40,  1.23s/it]
Training 3/3 epoch (loss 0.1088):  71%|███████   | 1725/2439 [34:32<14:40,  1.23s/it]
Training 3/3 epoch (loss 0.1088):  71%|███████   | 1726/2439 [34:32<15:50,  1.33s/it]
Training 3/3 epoch (loss 0.1164):  71%|███████   | 1726/2439 [34:33<15:50,  1.33s/it]
Training 3/3 epoch (loss 0.1164):  71%|███████   | 1727/2439 [34:33<15:08,  1.28s/it]
Training 3/3 epoch (loss 0.1353):  71%|███████   | 1727/2439 [34:34<15:08,  1.28s/it]
Training 3/3 epoch (loss 0.1353):  71%|███████   | 1728/2439 [34:34<15:10,  1.28s/it]
Training 3/3 epoch (loss 0.0950):  71%|███████   | 1728/2439 [34:35<15:10,  1.28s/it]
Training 3/3 epoch (loss 0.0950):  71%|███████   | 1729/2439 [34:35<14:14,  1.20s/it]
Training 3/3 epoch (loss 0.0676):  71%|███████   | 1729/2439 [34:36<14:14,  1.20s/it]
Training 3/3 epoch (loss 0.0676):  71%|███████   | 1730/2439 [34:36<14:21,  1.22s/it]
Training 3/3 epoch (loss 0.1132):  71%|███████   | 1730/2439 [34:38<14:21,  1.22s/it]
Training 3/3 epoch (loss 0.1132):  71%|███████   | 1731/2439 [34:38<15:58,  1.35s/it]
Training 3/3 epoch (loss 0.0468):  71%|███████   | 1731/2439 [34:39<15:58,  1.35s/it]
Training 3/3 epoch (loss 0.0468):  71%|███████   | 1732/2439 [34:39<14:00,  1.19s/it]
Training 3/3 epoch (loss 0.0805):  71%|███████   | 1732/2439 [34:40<14:00,  1.19s/it]
Training 3/3 epoch (loss 0.0805):  71%|███████   | 1733/2439 [34:40<13:47,  1.17s/it]
Training 3/3 epoch (loss 0.1419):  71%|███████   | 1733/2439 [34:41<13:47,  1.17s/it]
Training 3/3 epoch (loss 0.1419):  71%|███████   | 1734/2439 [34:41<13:44,  1.17s/it]
Training 3/3 epoch (loss 0.0655):  71%|███████   | 1734/2439 [34:42<13:44,  1.17s/it]
Training 3/3 epoch (loss 0.0655):  71%|███████   | 1735/2439 [34:42<12:52,  1.10s/it]
Training 3/3 epoch (loss 0.0965):  71%|███████   | 1735/2439 [34:43<12:52,  1.10s/it]
Training 3/3 epoch (loss 0.0965):  71%|███████   | 1736/2439 [34:43<12:10,  1.04s/it]
Training 3/3 epoch (loss 0.0875):  71%|███████   | 1736/2439 [34:44<12:10,  1.04s/it]
Training 3/3 epoch (loss 0.0875):  71%|███████   | 1737/2439 [34:44<12:31,  1.07s/it]
Training 3/3 epoch (loss 0.1011):  71%|███████   | 1737/2439 [34:45<12:31,  1.07s/it]
Training 3/3 epoch (loss 0.1011):  71%|███████▏  | 1738/2439 [34:45<13:11,  1.13s/it]
Training 3/3 epoch (loss 0.1159):  71%|███████▏  | 1738/2439 [34:46<13:11,  1.13s/it]
Training 3/3 epoch (loss 0.1159):  71%|███████▏  | 1739/2439 [34:46<13:00,  1.12s/it]
Training 3/3 epoch (loss 0.1119):  71%|███████▏  | 1739/2439 [34:48<13:00,  1.12s/it]
Training 3/3 epoch (loss 0.1119):  71%|███████▏  | 1740/2439 [34:48<15:01,  1.29s/it]
Training 3/3 epoch (loss 0.1219):  71%|███████▏  | 1740/2439 [34:49<15:01,  1.29s/it]
Training 3/3 epoch (loss 0.1219):  71%|███████▏  | 1741/2439 [34:49<14:31,  1.25s/it]
Training 3/3 epoch (loss 0.1139):  71%|███████▏  | 1741/2439 [34:50<14:31,  1.25s/it]
Training 3/3 epoch (loss 0.1139):  71%|███████▏  | 1742/2439 [34:50<13:01,  1.12s/it]
Training 3/3 epoch (loss 0.1147):  71%|███████▏  | 1742/2439 [34:51<13:01,  1.12s/it]
Training 3/3 epoch (loss 0.1147):  71%|███████▏  | 1743/2439 [34:51<12:43,  1.10s/it]
Training 3/3 epoch (loss 0.1055):  71%|███████▏  | 1743/2439 [34:52<12:43,  1.10s/it]
Training 3/3 epoch (loss 0.1055):  72%|███████▏  | 1744/2439 [34:52<12:41,  1.10s/it]
Training 3/3 epoch (loss 0.1185):  72%|███████▏  | 1744/2439 [34:53<12:41,  1.10s/it]
Training 3/3 epoch (loss 0.1185):  72%|███████▏  | 1745/2439 [34:53<12:29,  1.08s/it]
Training 3/3 epoch (loss 0.1163):  72%|███████▏  | 1745/2439 [34:54<12:29,  1.08s/it]
Training 3/3 epoch (loss 0.1163):  72%|███████▏  | 1746/2439 [34:54<12:39,  1.10s/it]
Training 3/3 epoch (loss 0.1277):  72%|███████▏  | 1746/2439 [34:56<12:39,  1.10s/it]
Training 3/3 epoch (loss 0.1277):  72%|███████▏  | 1747/2439 [34:56<12:56,  1.12s/it]
Training 3/3 epoch (loss 0.1355):  72%|███████▏  | 1747/2439 [34:57<12:56,  1.12s/it]
Training 3/3 epoch (loss 0.1355):  72%|███████▏  | 1748/2439 [34:57<13:03,  1.13s/it]
Training 3/3 epoch (loss 0.1093):  72%|███████▏  | 1748/2439 [34:58<13:03,  1.13s/it]
Training 3/3 epoch (loss 0.1093):  72%|███████▏  | 1749/2439 [34:58<12:41,  1.10s/it]
Training 3/3 epoch (loss 0.1283):  72%|███████▏  | 1749/2439 [34:59<12:41,  1.10s/it]
Training 3/3 epoch (loss 0.1283):  72%|███████▏  | 1750/2439 [34:59<13:36,  1.19s/it]
Training 3/3 epoch (loss 0.0805):  72%|███████▏  | 1750/2439 [35:00<13:36,  1.19s/it]
Training 3/3 epoch (loss 0.0805):  72%|███████▏  | 1751/2439 [35:00<13:06,  1.14s/it]
Training 3/3 epoch (loss 0.0752):  72%|███████▏  | 1751/2439 [35:01<13:06,  1.14s/it]
Training 3/3 epoch (loss 0.0752):  72%|███████▏  | 1752/2439 [35:01<13:38,  1.19s/it]
Training 3/3 epoch (loss 0.1060):  72%|███████▏  | 1752/2439 [35:03<13:38,  1.19s/it]
Training 3/3 epoch (loss 0.1060):  72%|███████▏  | 1753/2439 [35:03<13:39,  1.19s/it]
Training 3/3 epoch (loss 0.1029):  72%|███████▏  | 1753/2439 [35:04<13:39,  1.19s/it]
Training 3/3 epoch (loss 0.1029):  72%|███████▏  | 1754/2439 [35:04<12:39,  1.11s/it]
Training 3/3 epoch (loss 0.1255):  72%|███████▏  | 1754/2439 [35:05<12:39,  1.11s/it]
Training 3/3 epoch (loss 0.1255):  72%|███████▏  | 1755/2439 [35:05<13:25,  1.18s/it]
Training 3/3 epoch (loss 0.1179):  72%|███████▏  | 1755/2439 [35:06<13:25,  1.18s/it]
Training 3/3 epoch (loss 0.1179):  72%|███████▏  | 1756/2439 [35:06<13:02,  1.15s/it]
Training 3/3 epoch (loss 0.0712):  72%|███████▏  | 1756/2439 [35:07<13:02,  1.15s/it]
Training 3/3 epoch (loss 0.0712):  72%|███████▏  | 1757/2439 [35:07<12:54,  1.14s/it]
Training 3/3 epoch (loss 0.1252):  72%|███████▏  | 1757/2439 [35:08<12:54,  1.14s/it]
Training 3/3 epoch (loss 0.1252):  72%|███████▏  | 1758/2439 [35:08<12:53,  1.14s/it]
Training 3/3 epoch (loss 0.0854):  72%|███████▏  | 1758/2439 [35:09<12:53,  1.14s/it]
Training 3/3 epoch (loss 0.0854):  72%|███████▏  | 1759/2439 [35:09<12:54,  1.14s/it]
Training 3/3 epoch (loss 0.1090):  72%|███████▏  | 1759/2439 [35:10<12:54,  1.14s/it]
Training 3/3 epoch (loss 0.1090):  72%|███████▏  | 1760/2439 [35:10<12:07,  1.07s/it]
Training 3/3 epoch (loss 0.1077):  72%|███████▏  | 1760/2439 [35:12<12:07,  1.07s/it]
Training 3/3 epoch (loss 0.1077):  72%|███████▏  | 1761/2439 [35:12<13:14,  1.17s/it]
Training 3/3 epoch (loss 0.0850):  72%|███████▏  | 1761/2439 [35:13<13:14,  1.17s/it]
Training 3/3 epoch (loss 0.0850):  72%|███████▏  | 1762/2439 [35:13<13:27,  1.19s/it]
Training 3/3 epoch (loss 0.0885):  72%|███████▏  | 1762/2439 [35:14<13:27,  1.19s/it]
Training 3/3 epoch (loss 0.0885):  72%|███████▏  | 1763/2439 [35:14<13:09,  1.17s/it]
Training 3/3 epoch (loss 0.0894):  72%|███████▏  | 1763/2439 [35:15<13:09,  1.17s/it]
Training 3/3 epoch (loss 0.0894):  72%|███████▏  | 1764/2439 [35:15<12:55,  1.15s/it]
Training 3/3 epoch (loss 0.1108):  72%|███████▏  | 1764/2439 [35:16<12:55,  1.15s/it]
Training 3/3 epoch (loss 0.1108):  72%|███████▏  | 1765/2439 [35:16<12:32,  1.12s/it]
Training 3/3 epoch (loss 0.0900):  72%|███████▏  | 1765/2439 [35:17<12:32,  1.12s/it]
Training 3/3 epoch (loss 0.0900):  72%|███████▏  | 1766/2439 [35:17<11:41,  1.04s/it]
Training 3/3 epoch (loss 0.1013):  72%|███████▏  | 1766/2439 [35:18<11:41,  1.04s/it]
Training 3/3 epoch (loss 0.1013):  72%|███████▏  | 1767/2439 [35:18<11:31,  1.03s/it]
Training 3/3 epoch (loss 0.1368):  72%|███████▏  | 1767/2439 [35:19<11:31,  1.03s/it]
Training 3/3 epoch (loss 0.1368):  72%|███████▏  | 1768/2439 [35:19<12:48,  1.14s/it]
Training 3/3 epoch (loss 0.1015):  72%|███████▏  | 1768/2439 [35:21<12:48,  1.14s/it]
Training 3/3 epoch (loss 0.1015):  73%|███████▎  | 1769/2439 [35:21<13:21,  1.20s/it]
Training 3/3 epoch (loss 0.0829):  73%|███████▎  | 1769/2439 [35:22<13:21,  1.20s/it]
Training 3/3 epoch (loss 0.0829):  73%|███████▎  | 1770/2439 [35:22<14:48,  1.33s/it]
Training 3/3 epoch (loss 0.0705):  73%|███████▎  | 1770/2439 [35:23<14:48,  1.33s/it]
Training 3/3 epoch (loss 0.0705):  73%|███████▎  | 1771/2439 [35:23<13:46,  1.24s/it]
Training 3/3 epoch (loss 0.0923):  73%|███████▎  | 1771/2439 [35:24<13:46,  1.24s/it]
Training 3/3 epoch (loss 0.0923):  73%|███████▎  | 1772/2439 [35:24<12:43,  1.14s/it]
Training 3/3 epoch (loss 0.0681):  73%|███████▎  | 1772/2439 [35:25<12:43,  1.14s/it]
Training 3/3 epoch (loss 0.0681):  73%|███████▎  | 1773/2439 [35:25<11:55,  1.07s/it]
Training 3/3 epoch (loss 0.0424):  73%|███████▎  | 1773/2439 [35:26<11:55,  1.07s/it]
Training 3/3 epoch (loss 0.0424):  73%|███████▎  | 1774/2439 [35:26<11:39,  1.05s/it]
Training 3/3 epoch (loss 0.0699):  73%|███████▎  | 1774/2439 [35:27<11:39,  1.05s/it]
Training 3/3 epoch (loss 0.0699):  73%|███████▎  | 1775/2439 [35:27<11:18,  1.02s/it]
Training 3/3 epoch (loss 0.0708):  73%|███████▎  | 1775/2439 [35:28<11:18,  1.02s/it]
Training 3/3 epoch (loss 0.0708):  73%|███████▎  | 1776/2439 [35:28<11:31,  1.04s/it]
Training 3/3 epoch (loss 0.0777):  73%|███████▎  | 1776/2439 [35:29<11:31,  1.04s/it]
Training 3/3 epoch (loss 0.0777):  73%|███████▎  | 1777/2439 [35:29<11:21,  1.03s/it]
Training 3/3 epoch (loss 0.0914):  73%|███████▎  | 1777/2439 [35:31<11:21,  1.03s/it]
Training 3/3 epoch (loss 0.0914):  73%|███████▎  | 1778/2439 [35:31<12:05,  1.10s/it]
Training 3/3 epoch (loss 0.1195):  73%|███████▎  | 1778/2439 [35:32<12:05,  1.10s/it]
Training 3/3 epoch (loss 0.1195):  73%|███████▎  | 1779/2439 [35:32<11:37,  1.06s/it]
Training 3/3 epoch (loss 0.1067):  73%|███████▎  | 1779/2439 [35:33<11:37,  1.06s/it]
Training 3/3 epoch (loss 0.1067):  73%|███████▎  | 1780/2439 [35:33<11:35,  1.06s/it]
Training 3/3 epoch (loss 0.0726):  73%|███████▎  | 1780/2439 [35:34<11:35,  1.06s/it]
Training 3/3 epoch (loss 0.0726):  73%|███████▎  | 1781/2439 [35:34<11:18,  1.03s/it]
Training 3/3 epoch (loss 0.1078):  73%|███████▎  | 1781/2439 [35:35<11:18,  1.03s/it]
Training 3/3 epoch (loss 0.1078):  73%|███████▎  | 1782/2439 [35:35<11:08,  1.02s/it]
Training 3/3 epoch (loss 0.0983):  73%|███████▎  | 1782/2439 [35:36<11:08,  1.02s/it]
Training 3/3 epoch (loss 0.0983):  73%|███████▎  | 1783/2439 [35:36<11:32,  1.06s/it]
Training 3/3 epoch (loss 0.0882):  73%|███████▎  | 1783/2439 [35:37<11:32,  1.06s/it]
Training 3/3 epoch (loss 0.0882):  73%|███████▎  | 1784/2439 [35:37<11:58,  1.10s/it]
Training 3/3 epoch (loss 0.0672):  73%|███████▎  | 1784/2439 [35:38<11:58,  1.10s/it]
Training 3/3 epoch (loss 0.0672):  73%|███████▎  | 1785/2439 [35:38<11:29,  1.05s/it]
Training 3/3 epoch (loss 0.1139):  73%|███████▎  | 1785/2439 [35:39<11:29,  1.05s/it]
Training 3/3 epoch (loss 0.1139):  73%|███████▎  | 1786/2439 [35:39<11:43,  1.08s/it]
Training 3/3 epoch (loss 0.0992):  73%|███████▎  | 1786/2439 [35:40<11:43,  1.08s/it]
Training 3/3 epoch (loss 0.0992):  73%|███████▎  | 1787/2439 [35:40<11:25,  1.05s/it]
Training 3/3 epoch (loss 0.1246):  73%|███████▎  | 1787/2439 [35:41<11:25,  1.05s/it]
Training 3/3 epoch (loss 0.1246):  73%|███████▎  | 1788/2439 [35:41<12:23,  1.14s/it]
Training 3/3 epoch (loss 0.0770):  73%|███████▎  | 1788/2439 [35:42<12:23,  1.14s/it]
Training 3/3 epoch (loss 0.0770):  73%|███████▎  | 1789/2439 [35:42<12:00,  1.11s/it]
Training 3/3 epoch (loss 0.0740):  73%|███████▎  | 1789/2439 [35:44<12:00,  1.11s/it]
Training 3/3 epoch (loss 0.0740):  73%|███████▎  | 1790/2439 [35:44<12:35,  1.16s/it]
Training 3/3 epoch (loss 0.0834):  73%|███████▎  | 1790/2439 [35:45<12:35,  1.16s/it]
Training 3/3 epoch (loss 0.0834):  73%|███████▎  | 1791/2439 [35:45<11:36,  1.07s/it]
Training 3/3 epoch (loss 0.0994):  73%|███████▎  | 1791/2439 [35:46<11:36,  1.07s/it]
Training 3/3 epoch (loss 0.0994):  73%|███████▎  | 1792/2439 [35:46<12:07,  1.12s/it]
Training 3/3 epoch (loss 0.1447):  73%|███████▎  | 1792/2439 [35:47<12:07,  1.12s/it]
Training 3/3 epoch (loss 0.1447):  74%|███████▎  | 1793/2439 [35:47<12:19,  1.14s/it]
Training 3/3 epoch (loss 0.1112):  74%|███████▎  | 1793/2439 [35:48<12:19,  1.14s/it]
Training 3/3 epoch (loss 0.1112):  74%|███████▎  | 1794/2439 [35:48<11:54,  1.11s/it]
Training 3/3 epoch (loss 0.1128):  74%|███████▎  | 1794/2439 [35:49<11:54,  1.11s/it]
Training 3/3 epoch (loss 0.1128):  74%|███████▎  | 1795/2439 [35:49<11:44,  1.09s/it]
Training 3/3 epoch (loss 0.1101):  74%|███████▎  | 1795/2439 [35:50<11:44,  1.09s/it]
Training 3/3 epoch (loss 0.1101):  74%|███████▎  | 1796/2439 [35:50<12:17,  1.15s/it]
Training 3/3 epoch (loss 0.0976):  74%|███████▎  | 1796/2439 [35:52<12:17,  1.15s/it]
Training 3/3 epoch (loss 0.0976):  74%|███████▎  | 1797/2439 [35:52<12:35,  1.18s/it]
Training 3/3 epoch (loss 0.1164):  74%|███████▎  | 1797/2439 [35:53<12:35,  1.18s/it]
Training 3/3 epoch (loss 0.1164):  74%|███████▎  | 1798/2439 [35:53<12:02,  1.13s/it]
Training 3/3 epoch (loss 0.0758):  74%|███████▎  | 1798/2439 [35:54<12:02,  1.13s/it]
Training 3/3 epoch (loss 0.0758):  74%|███████▍  | 1799/2439 [35:54<11:32,  1.08s/it]
Training 3/3 epoch (loss 0.1116):  74%|███████▍  | 1799/2439 [35:55<11:32,  1.08s/it]
Training 3/3 epoch (loss 0.1116):  74%|███████▍  | 1800/2439 [35:55<11:53,  1.12s/it]
Training 3/3 epoch (loss 0.0621):  74%|███████▍  | 1800/2439 [35:56<11:53,  1.12s/it]
Training 3/3 epoch (loss 0.0621):  74%|███████▍  | 1801/2439 [35:56<11:20,  1.07s/it]
Training 3/3 epoch (loss 0.1043):  74%|███████▍  | 1801/2439 [35:57<11:20,  1.07s/it]
Training 3/3 epoch (loss 0.1043):  74%|███████▍  | 1802/2439 [35:57<12:12,  1.15s/it]
Training 3/3 epoch (loss 0.0699):  74%|███████▍  | 1802/2439 [35:58<12:12,  1.15s/it]
Training 3/3 epoch (loss 0.0699):  74%|███████▍  | 1803/2439 [35:58<12:53,  1.22s/it]
Training 3/3 epoch (loss 0.1193):  74%|███████▍  | 1803/2439 [36:00<12:53,  1.22s/it]
Training 3/3 epoch (loss 0.1193):  74%|███████▍  | 1804/2439 [36:00<12:56,  1.22s/it]
Training 3/3 epoch (loss 0.0731):  74%|███████▍  | 1804/2439 [36:01<12:56,  1.22s/it]
Training 3/3 epoch (loss 0.0731):  74%|███████▍  | 1805/2439 [36:01<11:56,  1.13s/it]
Training 3/3 epoch (loss 0.0546):  74%|███████▍  | 1805/2439 [36:02<11:56,  1.13s/it]
Training 3/3 epoch (loss 0.0546):  74%|███████▍  | 1806/2439 [36:02<11:32,  1.09s/it]
Training 3/3 epoch (loss 0.0892):  74%|███████▍  | 1806/2439 [36:03<11:32,  1.09s/it]
Training 3/3 epoch (loss 0.0892):  74%|███████▍  | 1807/2439 [36:03<11:16,  1.07s/it]
Training 3/3 epoch (loss 0.1125):  74%|███████▍  | 1807/2439 [36:04<11:16,  1.07s/it]
Training 3/3 epoch (loss 0.1125):  74%|███████▍  | 1808/2439 [36:04<11:31,  1.10s/it]
Training 3/3 epoch (loss 0.0770):  74%|███████▍  | 1808/2439 [36:05<11:31,  1.10s/it]
Training 3/3 epoch (loss 0.0770):  74%|███████▍  | 1809/2439 [36:05<11:12,  1.07s/it]
Training 3/3 epoch (loss 0.1710):  74%|███████▍  | 1809/2439 [36:06<11:12,  1.07s/it]
Training 3/3 epoch (loss 0.1710):  74%|███████▍  | 1810/2439 [36:06<12:03,  1.15s/it]
Training 3/3 epoch (loss 0.1372):  74%|███████▍  | 1810/2439 [36:07<12:03,  1.15s/it]
Training 3/3 epoch (loss 0.1372):  74%|███████▍  | 1811/2439 [36:07<11:58,  1.14s/it]
Training 3/3 epoch (loss 0.0735):  74%|███████▍  | 1811/2439 [36:08<11:58,  1.14s/it]
Training 3/3 epoch (loss 0.0735):  74%|███████▍  | 1812/2439 [36:08<11:51,  1.13s/it]
Training 3/3 epoch (loss 0.0847):  74%|███████▍  | 1812/2439 [36:10<11:51,  1.13s/it]
Training 3/3 epoch (loss 0.0847):  74%|███████▍  | 1813/2439 [36:10<12:09,  1.16s/it]
Training 3/3 epoch (loss 0.1074):  74%|███████▍  | 1813/2439 [36:11<12:09,  1.16s/it]
Training 3/3 epoch (loss 0.1074):  74%|███████▍  | 1814/2439 [36:11<11:29,  1.10s/it]
Training 3/3 epoch (loss 0.1013):  74%|███████▍  | 1814/2439 [36:12<11:29,  1.10s/it]
Training 3/3 epoch (loss 0.1013):  74%|███████▍  | 1815/2439 [36:12<12:23,  1.19s/it]
Training 3/3 epoch (loss 0.1204):  74%|███████▍  | 1815/2439 [36:13<12:23,  1.19s/it]
Training 3/3 epoch (loss 0.1204):  74%|███████▍  | 1816/2439 [36:13<13:14,  1.28s/it]
Training 3/3 epoch (loss 0.0862):  74%|███████▍  | 1816/2439 [36:14<13:14,  1.28s/it]
Training 3/3 epoch (loss 0.0862):  74%|███████▍  | 1817/2439 [36:14<12:01,  1.16s/it]
Training 3/3 epoch (loss 0.0731):  74%|███████▍  | 1817/2439 [36:15<12:01,  1.16s/it]
Training 3/3 epoch (loss 0.0731):  75%|███████▍  | 1818/2439 [36:15<11:31,  1.11s/it]
Training 3/3 epoch (loss 0.0781):  75%|███████▍  | 1818/2439 [36:16<11:31,  1.11s/it]
Training 3/3 epoch (loss 0.0781):  75%|███████▍  | 1819/2439 [36:16<11:08,  1.08s/it]
Training 3/3 epoch (loss 0.1535):  75%|███████▍  | 1819/2439 [36:18<11:08,  1.08s/it]
Training 3/3 epoch (loss 0.1535):  75%|███████▍  | 1820/2439 [36:18<11:42,  1.13s/it]
Training 3/3 epoch (loss 0.0622):  75%|███████▍  | 1820/2439 [36:19<11:42,  1.13s/it]
Training 3/3 epoch (loss 0.0622):  75%|███████▍  | 1821/2439 [36:19<13:53,  1.35s/it]
Training 3/3 epoch (loss 0.1147):  75%|███████▍  | 1821/2439 [36:21<13:53,  1.35s/it]
Training 3/3 epoch (loss 0.1147):  75%|███████▍  | 1822/2439 [36:21<14:36,  1.42s/it]
Training 3/3 epoch (loss 0.0711):  75%|███████▍  | 1822/2439 [36:22<14:36,  1.42s/it]
Training 3/3 epoch (loss 0.0711):  75%|███████▍  | 1823/2439 [36:22<12:54,  1.26s/it]
Training 3/3 epoch (loss 0.1583):  75%|███████▍  | 1823/2439 [36:23<12:54,  1.26s/it]
Training 3/3 epoch (loss 0.1583):  75%|███████▍  | 1824/2439 [36:23<13:39,  1.33s/it]
Training 3/3 epoch (loss 0.1102):  75%|███████▍  | 1824/2439 [36:25<13:39,  1.33s/it]
Training 3/3 epoch (loss 0.1102):  75%|███████▍  | 1825/2439 [36:25<13:02,  1.27s/it]
Training 3/3 epoch (loss 0.0624):  75%|███████▍  | 1825/2439 [36:26<13:02,  1.27s/it]
Training 3/3 epoch (loss 0.0624):  75%|███████▍  | 1826/2439 [36:26<13:41,  1.34s/it]
Training 3/3 epoch (loss 0.0916):  75%|███████▍  | 1826/2439 [36:27<13:41,  1.34s/it]
Training 3/3 epoch (loss 0.0916):  75%|███████▍  | 1827/2439 [36:27<12:48,  1.26s/it]
Training 3/3 epoch (loss 0.1229):  75%|███████▍  | 1827/2439 [36:28<12:48,  1.26s/it]
Training 3/3 epoch (loss 0.1229):  75%|███████▍  | 1828/2439 [36:28<12:19,  1.21s/it]
Training 3/3 epoch (loss 0.0938):  75%|███████▍  | 1828/2439 [36:29<12:19,  1.21s/it]
Training 3/3 epoch (loss 0.0938):  75%|███████▍  | 1829/2439 [36:29<11:58,  1.18s/it]
Training 3/3 epoch (loss 0.0929):  75%|███████▍  | 1829/2439 [36:30<11:58,  1.18s/it]
Training 3/3 epoch (loss 0.0929):  75%|███████▌  | 1830/2439 [36:30<11:19,  1.12s/it]
Training 3/3 epoch (loss 0.1128):  75%|███████▌  | 1830/2439 [36:31<11:19,  1.12s/it]
Training 3/3 epoch (loss 0.1128):  75%|███████▌  | 1831/2439 [36:31<11:05,  1.09s/it]
Training 3/3 epoch (loss 0.0927):  75%|███████▌  | 1831/2439 [36:32<11:05,  1.09s/it]
Training 3/3 epoch (loss 0.0927):  75%|███████▌  | 1832/2439 [36:32<10:45,  1.06s/it]
Training 3/3 epoch (loss 0.1216):  75%|███████▌  | 1832/2439 [36:34<10:45,  1.06s/it]
Training 3/3 epoch (loss 0.1216):  75%|███████▌  | 1833/2439 [36:34<11:16,  1.12s/it]
Training 3/3 epoch (loss 0.0987):  75%|███████▌  | 1833/2439 [36:35<11:16,  1.12s/it]
Training 3/3 epoch (loss 0.0987):  75%|███████▌  | 1834/2439 [36:35<11:59,  1.19s/it]
Training 3/3 epoch (loss 0.0538):  75%|███████▌  | 1834/2439 [36:36<11:59,  1.19s/it]
Training 3/3 epoch (loss 0.0538):  75%|███████▌  | 1835/2439 [36:36<11:27,  1.14s/it]
Training 3/3 epoch (loss 0.0667):  75%|███████▌  | 1835/2439 [36:37<11:27,  1.14s/it]
Training 3/3 epoch (loss 0.0667):  75%|███████▌  | 1836/2439 [36:37<10:24,  1.04s/it]
Training 3/3 epoch (loss 0.1238):  75%|███████▌  | 1836/2439 [36:38<10:24,  1.04s/it]
Training 3/3 epoch (loss 0.1238):  75%|███████▌  | 1837/2439 [36:38<11:56,  1.19s/it]
Training 3/3 epoch (loss 0.0950):  75%|███████▌  | 1837/2439 [36:40<11:56,  1.19s/it]
Training 3/3 epoch (loss 0.0950):  75%|███████▌  | 1838/2439 [36:40<12:26,  1.24s/it]
Training 3/3 epoch (loss 0.0572):  75%|███████▌  | 1838/2439 [36:41<12:26,  1.24s/it]
Training 3/3 epoch (loss 0.0572):  75%|███████▌  | 1839/2439 [36:41<12:34,  1.26s/it]
Training 3/3 epoch (loss 0.0739):  75%|███████▌  | 1839/2439 [36:42<12:34,  1.26s/it]
Training 3/3 epoch (loss 0.0739):  75%|███████▌  | 1840/2439 [36:42<12:34,  1.26s/it]
Training 3/3 epoch (loss 0.0804):  75%|███████▌  | 1840/2439 [36:43<12:34,  1.26s/it]
Training 3/3 epoch (loss 0.0804):  75%|███████▌  | 1841/2439 [36:43<11:52,  1.19s/it]
Training 3/3 epoch (loss 0.0500):  75%|███████▌  | 1841/2439 [36:44<11:52,  1.19s/it]
Training 3/3 epoch (loss 0.0500):  76%|███████▌  | 1842/2439 [36:44<11:08,  1.12s/it]
Training 3/3 epoch (loss 0.1310):  76%|███████▌  | 1842/2439 [36:45<11:08,  1.12s/it]
Training 3/3 epoch (loss 0.1310):  76%|███████▌  | 1843/2439 [36:45<10:58,  1.11s/it]
Training 3/3 epoch (loss 0.0973):  76%|███████▌  | 1843/2439 [36:46<10:58,  1.11s/it]
Training 3/3 epoch (loss 0.0973):  76%|███████▌  | 1844/2439 [36:46<11:08,  1.12s/it]
Training 3/3 epoch (loss 0.0997):  76%|███████▌  | 1844/2439 [36:48<11:08,  1.12s/it]
Training 3/3 epoch (loss 0.0997):  76%|███████▌  | 1845/2439 [36:48<13:49,  1.40s/it]
Training 3/3 epoch (loss 0.0798):  76%|███████▌  | 1845/2439 [36:49<13:49,  1.40s/it]
Training 3/3 epoch (loss 0.0798):  76%|███████▌  | 1846/2439 [36:49<12:29,  1.26s/it]
Training 3/3 epoch (loss 0.0731):  76%|███████▌  | 1846/2439 [36:50<12:29,  1.26s/it]
Training 3/3 epoch (loss 0.0731):  76%|███████▌  | 1847/2439 [36:50<11:39,  1.18s/it]
Training 3/3 epoch (loss 0.1216):  76%|███████▌  | 1847/2439 [36:52<11:39,  1.18s/it]
Training 3/3 epoch (loss 0.1216):  76%|███████▌  | 1848/2439 [36:52<11:37,  1.18s/it]
Training 3/3 epoch (loss 0.0841):  76%|███████▌  | 1848/2439 [36:53<11:37,  1.18s/it]
Training 3/3 epoch (loss 0.0841):  76%|███████▌  | 1849/2439 [36:53<11:26,  1.16s/it]
Training 3/3 epoch (loss 0.0699):  76%|███████▌  | 1849/2439 [36:54<11:26,  1.16s/it]
Training 3/3 epoch (loss 0.0699):  76%|███████▌  | 1850/2439 [36:54<11:13,  1.14s/it]
Training 3/3 epoch (loss 0.1283):  76%|███████▌  | 1850/2439 [36:55<11:13,  1.14s/it]
Training 3/3 epoch (loss 0.1283):  76%|███████▌  | 1851/2439 [36:55<11:08,  1.14s/it]
Training 3/3 epoch (loss 0.1122):  76%|███████▌  | 1851/2439 [36:57<11:08,  1.14s/it]
Training 3/3 epoch (loss 0.1122):  76%|███████▌  | 1852/2439 [36:57<12:31,  1.28s/it]
Training 3/3 epoch (loss 0.0687):  76%|███████▌  | 1852/2439 [36:57<12:31,  1.28s/it]
Training 3/3 epoch (loss 0.0687):  76%|███████▌  | 1853/2439 [36:57<11:28,  1.18s/it]
Training 3/3 epoch (loss 0.0935):  76%|███████▌  | 1853/2439 [36:58<11:28,  1.18s/it]
Training 3/3 epoch (loss 0.0935):  76%|███████▌  | 1854/2439 [36:58<10:54,  1.12s/it]
Training 3/3 epoch (loss 0.0754):  76%|███████▌  | 1854/2439 [37:00<10:54,  1.12s/it]
Training 3/3 epoch (loss 0.0754):  76%|███████▌  | 1855/2439 [37:00<10:51,  1.12s/it]
Training 3/3 epoch (loss 0.0866):  76%|███████▌  | 1855/2439 [37:01<10:51,  1.12s/it]
Training 3/3 epoch (loss 0.0866):  76%|███████▌  | 1856/2439 [37:01<10:37,  1.09s/it]
Training 3/3 epoch (loss 0.1060):  76%|███████▌  | 1856/2439 [37:02<10:37,  1.09s/it]
Training 3/3 epoch (loss 0.1060):  76%|███████▌  | 1857/2439 [37:02<10:20,  1.07s/it]
Training 3/3 epoch (loss 0.0446):  76%|███████▌  | 1857/2439 [37:03<10:20,  1.07s/it]
Training 3/3 epoch (loss 0.0446):  76%|███████▌  | 1858/2439 [37:03<10:47,  1.11s/it]
Training 3/3 epoch (loss 0.1084):  76%|███████▌  | 1858/2439 [37:04<10:47,  1.11s/it]
Training 3/3 epoch (loss 0.1084):  76%|███████▌  | 1859/2439 [37:04<11:09,  1.15s/it]
Training 3/3 epoch (loss 0.0912):  76%|███████▌  | 1859/2439 [37:05<11:09,  1.15s/it]
Training 3/3 epoch (loss 0.0912):  76%|███████▋  | 1860/2439 [37:05<10:35,  1.10s/it]
Training 3/3 epoch (loss 0.0775):  76%|███████▋  | 1860/2439 [37:06<10:35,  1.10s/it]
Training 3/3 epoch (loss 0.0775):  76%|███████▋  | 1861/2439 [37:06<10:30,  1.09s/it]
Training 3/3 epoch (loss 0.0913):  76%|███████▋  | 1861/2439 [37:07<10:30,  1.09s/it]
Training 3/3 epoch (loss 0.0913):  76%|███████▋  | 1862/2439 [37:07<10:13,  1.06s/it]
Training 3/3 epoch (loss 0.1024):  76%|███████▋  | 1862/2439 [37:08<10:13,  1.06s/it]
Training 3/3 epoch (loss 0.1024):  76%|███████▋  | 1863/2439 [37:08<10:27,  1.09s/it]
Training 3/3 epoch (loss 0.0721):  76%|███████▋  | 1863/2439 [37:09<10:27,  1.09s/it]
Training 3/3 epoch (loss 0.0721):  76%|███████▋  | 1864/2439 [37:09<10:19,  1.08s/it]
Training 3/3 epoch (loss 0.1064):  76%|███████▋  | 1864/2439 [37:10<10:19,  1.08s/it]
Training 3/3 epoch (loss 0.1064):  76%|███████▋  | 1865/2439 [37:10<10:04,  1.05s/it]
Training 3/3 epoch (loss 0.0873):  76%|███████▋  | 1865/2439 [37:11<10:04,  1.05s/it]
Training 3/3 epoch (loss 0.0873):  77%|███████▋  | 1866/2439 [37:11<09:49,  1.03s/it]
Training 3/3 epoch (loss 0.0835):  77%|███████▋  | 1866/2439 [37:12<09:49,  1.03s/it]
Training 3/3 epoch (loss 0.0835):  77%|███████▋  | 1867/2439 [37:12<09:31,  1.00it/s]
Training 3/3 epoch (loss 0.1159):  77%|███████▋  | 1867/2439 [37:14<09:31,  1.00it/s]
Training 3/3 epoch (loss 0.1159):  77%|███████▋  | 1868/2439 [37:14<10:30,  1.10s/it]
Training 3/3 epoch (loss 0.1346):  77%|███████▋  | 1868/2439 [37:15<10:30,  1.10s/it]
Training 3/3 epoch (loss 0.1346):  77%|███████▋  | 1869/2439 [37:15<10:21,  1.09s/it]
Training 3/3 epoch (loss 0.1272):  77%|███████▋  | 1869/2439 [37:16<10:21,  1.09s/it]
Training 3/3 epoch (loss 0.1272):  77%|███████▋  | 1870/2439 [37:16<10:32,  1.11s/it]
Training 3/3 epoch (loss 0.1170):  77%|███████▋  | 1870/2439 [37:18<10:32,  1.11s/it]
Training 3/3 epoch (loss 0.1170):  77%|███████▋  | 1871/2439 [37:18<13:26,  1.42s/it]
Training 3/3 epoch (loss 0.1268):  77%|███████▋  | 1871/2439 [37:19<13:26,  1.42s/it]
Training 3/3 epoch (loss 0.1268):  77%|███████▋  | 1872/2439 [37:19<13:45,  1.46s/it]
Training 3/3 epoch (loss 0.1076):  77%|███████▋  | 1872/2439 [37:21<13:45,  1.46s/it]
Training 3/3 epoch (loss 0.1076):  77%|███████▋  | 1873/2439 [37:21<12:55,  1.37s/it]
Training 3/3 epoch (loss 0.1091):  77%|███████▋  | 1873/2439 [37:22<12:55,  1.37s/it]
Training 3/3 epoch (loss 0.1091):  77%|███████▋  | 1874/2439 [37:22<11:36,  1.23s/it]
Training 3/3 epoch (loss 0.1128):  77%|███████▋  | 1874/2439 [37:23<11:36,  1.23s/it]
Training 3/3 epoch (loss 0.1128):  77%|███████▋  | 1875/2439 [37:23<11:53,  1.27s/it]
Training 3/3 epoch (loss 0.0985):  77%|███████▋  | 1875/2439 [37:24<11:53,  1.27s/it]
Training 3/3 epoch (loss 0.0985):  77%|███████▋  | 1876/2439 [37:24<11:23,  1.21s/it]
Training 3/3 epoch (loss 0.0969):  77%|███████▋  | 1876/2439 [37:25<11:23,  1.21s/it]
Training 3/3 epoch (loss 0.0969):  77%|███████▋  | 1877/2439 [37:25<12:11,  1.30s/it]
Training 3/3 epoch (loss 0.0815):  77%|███████▋  | 1877/2439 [37:27<12:11,  1.30s/it]
Training 3/3 epoch (loss 0.0815):  77%|███████▋  | 1878/2439 [37:27<11:36,  1.24s/it]
Training 3/3 epoch (loss 0.1198):  77%|███████▋  | 1878/2439 [37:28<11:36,  1.24s/it]
Training 3/3 epoch (loss 0.1198):  77%|███████▋  | 1879/2439 [37:28<11:31,  1.24s/it]
Training 3/3 epoch (loss 0.1144):  77%|███████▋  | 1879/2439 [37:29<11:31,  1.24s/it]
Training 3/3 epoch (loss 0.1144):  77%|███████▋  | 1880/2439 [37:29<11:43,  1.26s/it]
Training 3/3 epoch (loss 0.0782):  77%|███████▋  | 1880/2439 [37:30<11:43,  1.26s/it]
Training 3/3 epoch (loss 0.0782):  77%|███████▋  | 1881/2439 [37:30<11:06,  1.20s/it]
Training 3/3 epoch (loss 0.0613):  77%|███████▋  | 1881/2439 [37:31<11:06,  1.20s/it]
Training 3/3 epoch (loss 0.0613):  77%|███████▋  | 1882/2439 [37:31<09:59,  1.08s/it]
Training 3/3 epoch (loss 0.0803):  77%|███████▋  | 1882/2439 [37:32<09:59,  1.08s/it]
Training 3/3 epoch (loss 0.0803):  77%|███████▋  | 1883/2439 [37:32<09:44,  1.05s/it]
Training 3/3 epoch (loss 0.1191):  77%|███████▋  | 1883/2439 [37:33<09:44,  1.05s/it]
Training 3/3 epoch (loss 0.1191):  77%|███████▋  | 1884/2439 [37:33<10:19,  1.12s/it]
Training 3/3 epoch (loss 0.0662):  77%|███████▋  | 1884/2439 [37:34<10:19,  1.12s/it]
Training 3/3 epoch (loss 0.0662):  77%|███████▋  | 1885/2439 [37:34<10:15,  1.11s/it]
Training 3/3 epoch (loss 0.1429):  77%|███████▋  | 1885/2439 [37:35<10:15,  1.11s/it]
Training 3/3 epoch (loss 0.1429):  77%|███████▋  | 1886/2439 [37:35<09:57,  1.08s/it]
Training 3/3 epoch (loss 0.1976):  77%|███████▋  | 1886/2439 [37:36<09:57,  1.08s/it]
Training 3/3 epoch (loss 0.1976):  77%|███████▋  | 1887/2439 [37:36<09:54,  1.08s/it]
Training 3/3 epoch (loss 0.1254):  77%|███████▋  | 1887/2439 [37:38<09:54,  1.08s/it]
Training 3/3 epoch (loss 0.1254):  77%|███████▋  | 1888/2439 [37:38<10:05,  1.10s/it]
Training 3/3 epoch (loss 0.1117):  77%|███████▋  | 1888/2439 [37:39<10:05,  1.10s/it]
Training 3/3 epoch (loss 0.1117):  77%|███████▋  | 1889/2439 [37:39<09:55,  1.08s/it]
Training 3/3 epoch (loss 0.2260):  77%|███████▋  | 1889/2439 [37:40<09:55,  1.08s/it]
Training 3/3 epoch (loss 0.2260):  77%|███████▋  | 1890/2439 [37:40<10:16,  1.12s/it]
Training 3/3 epoch (loss 0.1242):  77%|███████▋  | 1890/2439 [37:41<10:16,  1.12s/it]
Training 3/3 epoch (loss 0.1242):  78%|███████▊  | 1891/2439 [37:41<09:40,  1.06s/it]
Training 3/3 epoch (loss 0.1118):  78%|███████▊  | 1891/2439 [37:42<09:40,  1.06s/it]
Training 3/3 epoch (loss 0.1118):  78%|███████▊  | 1892/2439 [37:42<09:15,  1.02s/it]
Training 3/3 epoch (loss 0.2023):  78%|███████▊  | 1892/2439 [37:43<09:15,  1.02s/it]
Training 3/3 epoch (loss 0.2023):  78%|███████▊  | 1893/2439 [37:43<09:23,  1.03s/it]
Training 3/3 epoch (loss 0.0875):  78%|███████▊  | 1893/2439 [37:43<09:23,  1.03s/it]
Training 3/3 epoch (loss 0.0875):  78%|███████▊  | 1894/2439 [37:43<08:44,  1.04it/s]
Training 3/3 epoch (loss 0.1384):  78%|███████▊  | 1894/2439 [37:45<08:44,  1.04it/s]
Training 3/3 epoch (loss 0.1384):  78%|███████▊  | 1895/2439 [37:45<10:29,  1.16s/it]
Training 3/3 epoch (loss 0.1520):  78%|███████▊  | 1895/2439 [37:46<10:29,  1.16s/it]
Training 3/3 epoch (loss 0.1520):  78%|███████▊  | 1896/2439 [37:46<10:29,  1.16s/it]
Training 3/3 epoch (loss 0.0765):  78%|███████▊  | 1896/2439 [37:48<10:29,  1.16s/it]
Training 3/3 epoch (loss 0.0765):  78%|███████▊  | 1897/2439 [37:48<10:51,  1.20s/it]
Training 3/3 epoch (loss 0.1008):  78%|███████▊  | 1897/2439 [37:48<10:51,  1.20s/it]
Training 3/3 epoch (loss 0.1008):  78%|███████▊  | 1898/2439 [37:48<09:57,  1.10s/it]
Training 3/3 epoch (loss 0.0888):  78%|███████▊  | 1898/2439 [37:49<09:57,  1.10s/it]
Training 3/3 epoch (loss 0.0888):  78%|███████▊  | 1899/2439 [37:49<09:15,  1.03s/it]
Training 3/3 epoch (loss 0.1176):  78%|███████▊  | 1899/2439 [37:51<09:15,  1.03s/it]
Training 3/3 epoch (loss 0.1176):  78%|███████▊  | 1900/2439 [37:51<09:44,  1.08s/it]
Training 3/3 epoch (loss 0.0741):  78%|███████▊  | 1900/2439 [37:52<09:44,  1.08s/it]
Training 3/3 epoch (loss 0.0741):  78%|███████▊  | 1901/2439 [37:52<09:37,  1.07s/it]
Training 3/3 epoch (loss 0.0755):  78%|███████▊  | 1901/2439 [37:53<09:37,  1.07s/it]
Training 3/3 epoch (loss 0.0755):  78%|███████▊  | 1902/2439 [37:53<09:42,  1.08s/it]
Training 3/3 epoch (loss 0.0705):  78%|███████▊  | 1902/2439 [37:54<09:42,  1.08s/it]
Training 3/3 epoch (loss 0.0705):  78%|███████▊  | 1903/2439 [37:54<11:09,  1.25s/it]
Training 3/3 epoch (loss 0.1075):  78%|███████▊  | 1903/2439 [37:55<11:09,  1.25s/it]
Training 3/3 epoch (loss 0.1075):  78%|███████▊  | 1904/2439 [37:55<10:42,  1.20s/it]
Training 3/3 epoch (loss 0.0679):  78%|███████▊  | 1904/2439 [37:57<10:42,  1.20s/it]
Training 3/3 epoch (loss 0.0679):  78%|███████▊  | 1905/2439 [37:57<11:05,  1.25s/it]
Training 3/3 epoch (loss 0.0590):  78%|███████▊  | 1905/2439 [37:58<11:05,  1.25s/it]
Training 3/3 epoch (loss 0.0590):  78%|███████▊  | 1906/2439 [37:58<10:09,  1.14s/it]
Training 3/3 epoch (loss 0.0961):  78%|███████▊  | 1906/2439 [37:59<10:09,  1.14s/it]
Training 3/3 epoch (loss 0.0961):  78%|███████▊  | 1907/2439 [37:59<09:50,  1.11s/it]
Training 3/3 epoch (loss 0.0740):  78%|███████▊  | 1907/2439 [38:00<09:50,  1.11s/it]
Training 3/3 epoch (loss 0.0740):  78%|███████▊  | 1908/2439 [38:00<10:40,  1.21s/it]
Training 3/3 epoch (loss 0.1410):  78%|███████▊  | 1908/2439 [38:01<10:40,  1.21s/it]
Training 3/3 epoch (loss 0.1410):  78%|███████▊  | 1909/2439 [38:01<10:58,  1.24s/it]
Training 3/3 epoch (loss 0.1622):  78%|███████▊  | 1909/2439 [38:04<10:58,  1.24s/it]
Training 3/3 epoch (loss 0.1622):  78%|███████▊  | 1910/2439 [38:04<13:11,  1.50s/it]
Training 3/3 epoch (loss 0.1076):  78%|███████▊  | 1910/2439 [38:05<13:11,  1.50s/it]
Training 3/3 epoch (loss 0.1076):  78%|███████▊  | 1911/2439 [38:05<13:18,  1.51s/it]
Training 3/3 epoch (loss 0.0889):  78%|███████▊  | 1911/2439 [38:06<13:18,  1.51s/it]
Training 3/3 epoch (loss 0.0889):  78%|███████▊  | 1912/2439 [38:06<12:04,  1.37s/it]
Training 3/3 epoch (loss 0.1382):  78%|███████▊  | 1912/2439 [38:07<12:04,  1.37s/it]
Training 3/3 epoch (loss 0.1382):  78%|███████▊  | 1913/2439 [38:07<11:30,  1.31s/it]
Training 3/3 epoch (loss 0.0648):  78%|███████▊  | 1913/2439 [38:08<11:30,  1.31s/it]
Training 3/3 epoch (loss 0.0648):  78%|███████▊  | 1914/2439 [38:08<10:18,  1.18s/it]
Training 3/3 epoch (loss 0.0915):  78%|███████▊  | 1914/2439 [38:09<10:18,  1.18s/it]
Training 3/3 epoch (loss 0.0915):  79%|███████▊  | 1915/2439 [38:09<10:28,  1.20s/it]
Training 3/3 epoch (loss 0.0586):  79%|███████▊  | 1915/2439 [38:10<10:28,  1.20s/it]
Training 3/3 epoch (loss 0.0586):  79%|███████▊  | 1916/2439 [38:10<09:47,  1.12s/it]
Training 3/3 epoch (loss 0.0954):  79%|███████▊  | 1916/2439 [38:11<09:47,  1.12s/it]
Training 3/3 epoch (loss 0.0954):  79%|███████▊  | 1917/2439 [38:11<09:39,  1.11s/it]
Training 3/3 epoch (loss 0.0908):  79%|███████▊  | 1917/2439 [38:12<09:39,  1.11s/it]
Training 3/3 epoch (loss 0.0908):  79%|███████▊  | 1918/2439 [38:12<09:07,  1.05s/it]
Training 3/3 epoch (loss 0.1116):  79%|███████▊  | 1918/2439 [38:14<09:07,  1.05s/it]
Training 3/3 epoch (loss 0.1116):  79%|███████▊  | 1919/2439 [38:14<10:46,  1.24s/it]
Training 3/3 epoch (loss 0.0757):  79%|███████▊  | 1919/2439 [38:15<10:46,  1.24s/it]
Training 3/3 epoch (loss 0.0757):  79%|███████▊  | 1920/2439 [38:15<10:30,  1.21s/it]
Training 3/3 epoch (loss 0.0732):  79%|███████▊  | 1920/2439 [38:16<10:30,  1.21s/it]
Training 3/3 epoch (loss 0.0732):  79%|███████▉  | 1921/2439 [38:16<10:02,  1.16s/it]
Training 3/3 epoch (loss 0.0908):  79%|███████▉  | 1921/2439 [38:17<10:02,  1.16s/it]
Training 3/3 epoch (loss 0.0908):  79%|███████▉  | 1922/2439 [38:17<09:41,  1.12s/it]
Training 3/3 epoch (loss 0.0548):  79%|███████▉  | 1922/2439 [38:18<09:41,  1.12s/it]
Training 3/3 epoch (loss 0.0548):  79%|███████▉  | 1923/2439 [38:18<09:13,  1.07s/it]
Training 3/3 epoch (loss 0.1254):  79%|███████▉  | 1923/2439 [38:19<09:13,  1.07s/it]
Training 3/3 epoch (loss 0.1254):  79%|███████▉  | 1924/2439 [38:19<09:04,  1.06s/it]
Training 3/3 epoch (loss 0.0800):  79%|███████▉  | 1924/2439 [38:20<09:04,  1.06s/it]
Training 3/3 epoch (loss 0.0800):  79%|███████▉  | 1925/2439 [38:20<08:34,  1.00s/it]
Training 3/3 epoch (loss 0.1159):  79%|███████▉  | 1925/2439 [38:21<08:34,  1.00s/it]
Training 3/3 epoch (loss 0.1159):  79%|███████▉  | 1926/2439 [38:21<09:06,  1.07s/it]
Training 3/3 epoch (loss 0.0539):  79%|███████▉  | 1926/2439 [38:22<09:06,  1.07s/it]
Training 3/3 epoch (loss 0.0539):  79%|███████▉  | 1927/2439 [38:22<08:34,  1.00s/it]
Training 3/3 epoch (loss 0.0845):  79%|███████▉  | 1927/2439 [38:23<08:34,  1.00s/it]
Training 3/3 epoch (loss 0.0845):  79%|███████▉  | 1928/2439 [38:23<08:42,  1.02s/it]
Training 3/3 epoch (loss 0.0738):  79%|███████▉  | 1928/2439 [38:24<08:42,  1.02s/it]
Training 3/3 epoch (loss 0.0738):  79%|███████▉  | 1929/2439 [38:24<08:47,  1.03s/it]
Training 3/3 epoch (loss 0.0886):  79%|███████▉  | 1929/2439 [38:25<08:47,  1.03s/it]
Training 3/3 epoch (loss 0.0886):  79%|███████▉  | 1930/2439 [38:25<08:31,  1.00s/it]
Training 3/3 epoch (loss 0.1243):  79%|███████▉  | 1930/2439 [38:26<08:31,  1.00s/it]
Training 3/3 epoch (loss 0.1243):  79%|███████▉  | 1931/2439 [38:26<08:46,  1.04s/it]
Training 3/3 epoch (loss 0.1015):  79%|███████▉  | 1931/2439 [38:27<08:46,  1.04s/it]
Training 3/3 epoch (loss 0.1015):  79%|███████▉  | 1932/2439 [38:27<08:46,  1.04s/it]
Training 3/3 epoch (loss 0.0487):  79%|███████▉  | 1932/2439 [38:28<08:46,  1.04s/it]
Training 3/3 epoch (loss 0.0487):  79%|███████▉  | 1933/2439 [38:28<08:54,  1.06s/it]
Training 3/3 epoch (loss 0.0740):  79%|███████▉  | 1933/2439 [38:30<08:54,  1.06s/it]
Training 3/3 epoch (loss 0.0740):  79%|███████▉  | 1934/2439 [38:30<09:02,  1.07s/it]
Training 3/3 epoch (loss 0.1043):  79%|███████▉  | 1934/2439 [38:31<09:02,  1.07s/it]
Training 3/3 epoch (loss 0.1043):  79%|███████▉  | 1935/2439 [38:31<09:55,  1.18s/it]
Training 3/3 epoch (loss 0.1155):  79%|███████▉  | 1935/2439 [38:32<09:55,  1.18s/it]
Training 3/3 epoch (loss 0.1155):  79%|███████▉  | 1936/2439 [38:32<10:06,  1.21s/it]
Training 3/3 epoch (loss 0.0933):  79%|███████▉  | 1936/2439 [38:33<10:06,  1.21s/it]
Training 3/3 epoch (loss 0.0933):  79%|███████▉  | 1937/2439 [38:33<09:22,  1.12s/it]
Training 3/3 epoch (loss 0.0797):  79%|███████▉  | 1937/2439 [38:34<09:22,  1.12s/it]
Training 3/3 epoch (loss 0.0797):  79%|███████▉  | 1938/2439 [38:34<08:43,  1.05s/it]
Training 3/3 epoch (loss 0.0525):  79%|███████▉  | 1938/2439 [38:35<08:43,  1.05s/it]
Training 3/3 epoch (loss 0.0525):  79%|███████▉  | 1939/2439 [38:35<08:42,  1.05s/it]
Training 3/3 epoch (loss 0.0847):  79%|███████▉  | 1939/2439 [38:36<08:42,  1.05s/it]
Training 3/3 epoch (loss 0.0847):  80%|███████▉  | 1940/2439 [38:36<08:54,  1.07s/it]
Training 3/3 epoch (loss 0.1019):  80%|███████▉  | 1940/2439 [38:37<08:54,  1.07s/it]
Training 3/3 epoch (loss 0.1019):  80%|███████▉  | 1941/2439 [38:37<08:51,  1.07s/it]
Training 3/3 epoch (loss 0.1197):  80%|███████▉  | 1941/2439 [38:39<08:51,  1.07s/it]
Training 3/3 epoch (loss 0.1197):  80%|███████▉  | 1942/2439 [38:39<09:15,  1.12s/it]
Training 3/3 epoch (loss 0.0895):  80%|███████▉  | 1942/2439 [38:40<09:15,  1.12s/it]
Training 3/3 epoch (loss 0.0895):  80%|███████▉  | 1943/2439 [38:40<09:11,  1.11s/it]
Training 3/3 epoch (loss 0.0993):  80%|███████▉  | 1943/2439 [38:41<09:11,  1.11s/it]
Training 3/3 epoch (loss 0.0993):  80%|███████▉  | 1944/2439 [38:41<09:46,  1.18s/it]
Training 3/3 epoch (loss 0.1192):  80%|███████▉  | 1944/2439 [38:43<09:46,  1.18s/it]
Training 3/3 epoch (loss 0.1192):  80%|███████▉  | 1945/2439 [38:43<12:31,  1.52s/it]
Training 3/3 epoch (loss 0.0713):  80%|███████▉  | 1945/2439 [38:44<12:31,  1.52s/it]
Training 3/3 epoch (loss 0.0713):  80%|███████▉  | 1946/2439 [38:44<11:30,  1.40s/it]
Training 3/3 epoch (loss 0.0546):  80%|███████▉  | 1946/2439 [38:45<11:30,  1.40s/it]
Training 3/3 epoch (loss 0.0546):  80%|███████▉  | 1947/2439 [38:45<10:26,  1.27s/it]
Training 3/3 epoch (loss 0.0910):  80%|███████▉  | 1947/2439 [38:46<10:26,  1.27s/it]
Training 3/3 epoch (loss 0.0910):  80%|███████▉  | 1948/2439 [38:46<09:38,  1.18s/it]
Training 3/3 epoch (loss 0.0867):  80%|███████▉  | 1948/2439 [38:48<09:38,  1.18s/it]
Training 3/3 epoch (loss 0.0867):  80%|███████▉  | 1949/2439 [38:48<09:52,  1.21s/it]
Training 3/3 epoch (loss 0.0979):  80%|███████▉  | 1949/2439 [38:49<09:52,  1.21s/it]
Training 3/3 epoch (loss 0.0979):  80%|███████▉  | 1950/2439 [38:49<09:24,  1.15s/it]
Training 3/3 epoch (loss 0.0605):  80%|███████▉  | 1950/2439 [38:50<09:24,  1.15s/it]
Training 3/3 epoch (loss 0.0605):  80%|███████▉  | 1951/2439 [38:50<09:28,  1.17s/it]
Training 3/3 epoch (loss 0.0684):  80%|███████▉  | 1951/2439 [38:51<09:28,  1.17s/it]
Training 3/3 epoch (loss 0.0684):  80%|████████  | 1952/2439 [38:51<09:28,  1.17s/it]
Training 3/3 epoch (loss 0.0865):  80%|████████  | 1952/2439 [38:52<09:28,  1.17s/it]
Training 3/3 epoch (loss 0.0865):  80%|████████  | 1953/2439 [38:52<09:30,  1.17s/it]
Training 3/3 epoch (loss 0.1079):  80%|████████  | 1953/2439 [38:54<09:30,  1.17s/it]
Training 3/3 epoch (loss 0.1079):  80%|████████  | 1954/2439 [38:54<11:31,  1.43s/it]
Training 3/3 epoch (loss 0.0833):  80%|████████  | 1954/2439 [38:55<11:31,  1.43s/it]
Training 3/3 epoch (loss 0.0833):  80%|████████  | 1955/2439 [38:55<10:29,  1.30s/it]
Training 3/3 epoch (loss 0.1282):  80%|████████  | 1955/2439 [38:57<10:29,  1.30s/it]
Training 3/3 epoch (loss 0.1282):  80%|████████  | 1956/2439 [38:57<10:38,  1.32s/it]
Training 3/3 epoch (loss 0.1037):  80%|████████  | 1956/2439 [38:58<10:38,  1.32s/it]
Training 3/3 epoch (loss 0.1037):  80%|████████  | 1957/2439 [38:58<10:53,  1.36s/it]
Training 3/3 epoch (loss 0.0832):  80%|████████  | 1957/2439 [39:00<10:53,  1.36s/it]
Training 3/3 epoch (loss 0.0832):  80%|████████  | 1958/2439 [39:00<11:58,  1.49s/it]
Training 3/3 epoch (loss 0.0678):  80%|████████  | 1958/2439 [39:01<11:58,  1.49s/it]
Training 3/3 epoch (loss 0.0678):  80%|████████  | 1959/2439 [39:01<10:57,  1.37s/it]
Training 3/3 epoch (loss 0.0733):  80%|████████  | 1959/2439 [39:02<10:57,  1.37s/it]
Training 3/3 epoch (loss 0.0733):  80%|████████  | 1960/2439 [39:02<11:01,  1.38s/it]
Training 3/3 epoch (loss 0.1182):  80%|████████  | 1960/2439 [39:04<11:01,  1.38s/it]
Training 3/3 epoch (loss 0.1182):  80%|████████  | 1961/2439 [39:04<10:42,  1.34s/it]
Training 3/3 epoch (loss 0.0652):  80%|████████  | 1961/2439 [39:05<10:42,  1.34s/it]
Training 3/3 epoch (loss 0.0652):  80%|████████  | 1962/2439 [39:05<09:46,  1.23s/it]
Training 3/3 epoch (loss 0.0758):  80%|████████  | 1962/2439 [39:06<09:46,  1.23s/it]
Training 3/3 epoch (loss 0.0758):  80%|████████  | 1963/2439 [39:06<09:49,  1.24s/it]
Training 3/3 epoch (loss 0.0978):  80%|████████  | 1963/2439 [39:07<09:49,  1.24s/it]
Training 3/3 epoch (loss 0.0978):  81%|████████  | 1964/2439 [39:07<09:35,  1.21s/it]
Training 3/3 epoch (loss 0.0614):  81%|████████  | 1964/2439 [39:08<09:35,  1.21s/it]
Training 3/3 epoch (loss 0.0614):  81%|████████  | 1965/2439 [39:08<09:05,  1.15s/it]
Training 3/3 epoch (loss 0.1286):  81%|████████  | 1965/2439 [39:10<09:05,  1.15s/it]
Training 3/3 epoch (loss 0.1286):  81%|████████  | 1966/2439 [39:10<09:58,  1.27s/it]
Training 3/3 epoch (loss 0.1198):  81%|████████  | 1966/2439 [39:12<09:58,  1.27s/it]
Training 3/3 epoch (loss 0.1198):  81%|████████  | 1967/2439 [39:12<13:19,  1.69s/it]
Training 3/3 epoch (loss 0.0746):  81%|████████  | 1967/2439 [39:14<13:19,  1.69s/it]
Training 3/3 epoch (loss 0.0746):  81%|████████  | 1968/2439 [39:14<12:19,  1.57s/it]
Training 3/3 epoch (loss 0.1224):  81%|████████  | 1968/2439 [39:15<12:19,  1.57s/it]
Training 3/3 epoch (loss 0.1224):  81%|████████  | 1969/2439 [39:15<11:36,  1.48s/it]
Training 3/3 epoch (loss 0.0595):  81%|████████  | 1969/2439 [39:16<11:36,  1.48s/it]
Training 3/3 epoch (loss 0.0595):  81%|████████  | 1970/2439 [39:16<10:24,  1.33s/it]
Training 3/3 epoch (loss 0.1623):  81%|████████  | 1970/2439 [39:17<10:24,  1.33s/it]
Training 3/3 epoch (loss 0.1623):  81%|████████  | 1971/2439 [39:17<10:56,  1.40s/it]
Training 3/3 epoch (loss 0.1307):  81%|████████  | 1971/2439 [39:19<10:56,  1.40s/it]
Training 3/3 epoch (loss 0.1307):  81%|████████  | 1972/2439 [39:19<11:07,  1.43s/it]
Training 3/3 epoch (loss 0.0699):  81%|████████  | 1972/2439 [39:20<11:07,  1.43s/it]
Training 3/3 epoch (loss 0.0699):  81%|████████  | 1973/2439 [39:20<09:58,  1.29s/it]
Training 3/3 epoch (loss 0.0932):  81%|████████  | 1973/2439 [39:21<09:58,  1.29s/it]
Training 3/3 epoch (loss 0.0932):  81%|████████  | 1974/2439 [39:21<09:21,  1.21s/it]
Training 3/3 epoch (loss 0.0949):  81%|████████  | 1974/2439 [39:22<09:21,  1.21s/it]
Training 3/3 epoch (loss 0.0949):  81%|████████  | 1975/2439 [39:22<09:59,  1.29s/it]
Training 3/3 epoch (loss 0.1339):  81%|████████  | 1975/2439 [39:24<09:59,  1.29s/it]
Training 3/3 epoch (loss 0.1339):  81%|████████  | 1976/2439 [39:24<10:17,  1.33s/it]
Training 3/3 epoch (loss 0.0918):  81%|████████  | 1976/2439 [39:25<10:17,  1.33s/it]
Training 3/3 epoch (loss 0.0918):  81%|████████  | 1977/2439 [39:25<11:14,  1.46s/it]
Training 3/3 epoch (loss 0.1329):  81%|████████  | 1977/2439 [39:27<11:14,  1.46s/it]
Training 3/3 epoch (loss 0.1329):  81%|████████  | 1978/2439 [39:27<10:54,  1.42s/it]
Training 3/3 epoch (loss 0.0824):  81%|████████  | 1978/2439 [39:28<10:54,  1.42s/it]
Training 3/3 epoch (loss 0.0824):  81%|████████  | 1979/2439 [39:28<10:26,  1.36s/it]
Training 3/3 epoch (loss 0.1522):  81%|████████  | 1979/2439 [39:30<10:26,  1.36s/it]
Training 3/3 epoch (loss 0.1522):  81%|████████  | 1980/2439 [39:30<11:26,  1.50s/it]
Training 3/3 epoch (loss 0.1220):  81%|████████  | 1980/2439 [39:31<11:26,  1.50s/it]
Training 3/3 epoch (loss 0.1220):  81%|████████  | 1981/2439 [39:31<09:58,  1.31s/it]
Training 3/3 epoch (loss 0.1265):  81%|████████  | 1981/2439 [39:32<09:58,  1.31s/it]
Training 3/3 epoch (loss 0.1265):  81%|████████▏ | 1982/2439 [39:32<09:13,  1.21s/it]
Training 3/3 epoch (loss 0.0947):  81%|████████▏ | 1982/2439 [39:33<09:13,  1.21s/it]
Training 3/3 epoch (loss 0.0947):  81%|████████▏ | 1983/2439 [39:33<08:57,  1.18s/it]
Training 3/3 epoch (loss 0.0979):  81%|████████▏ | 1983/2439 [39:34<08:57,  1.18s/it]
Training 3/3 epoch (loss 0.0979):  81%|████████▏ | 1984/2439 [39:34<09:18,  1.23s/it]
Training 3/3 epoch (loss 0.0525):  81%|████████▏ | 1984/2439 [39:35<09:18,  1.23s/it]
Training 3/3 epoch (loss 0.0525):  81%|████████▏ | 1985/2439 [39:35<09:07,  1.21s/it]
Training 3/3 epoch (loss 0.0653):  81%|████████▏ | 1985/2439 [39:36<09:07,  1.21s/it]
Training 3/3 epoch (loss 0.0653):  81%|████████▏ | 1986/2439 [39:36<08:43,  1.15s/it]
Training 3/3 epoch (loss 0.1077):  81%|████████▏ | 1986/2439 [39:37<08:43,  1.15s/it]
Training 3/3 epoch (loss 0.1077):  81%|████████▏ | 1987/2439 [39:37<08:35,  1.14s/it]
Training 3/3 epoch (loss 0.1224):  81%|████████▏ | 1987/2439 [39:39<08:35,  1.14s/it]
Training 3/3 epoch (loss 0.1224):  82%|████████▏ | 1988/2439 [39:39<08:56,  1.19s/it]
Training 3/3 epoch (loss 0.1008):  82%|████████▏ | 1988/2439 [39:40<08:56,  1.19s/it]
Training 3/3 epoch (loss 0.1008):  82%|████████▏ | 1989/2439 [39:40<08:38,  1.15s/it]
Training 3/3 epoch (loss 0.1452):  82%|████████▏ | 1989/2439 [39:42<08:38,  1.15s/it]
Training 3/3 epoch (loss 0.1452):  82%|████████▏ | 1990/2439 [39:42<12:03,  1.61s/it]
Training 3/3 epoch (loss 0.1004):  82%|████████▏ | 1990/2439 [39:44<12:03,  1.61s/it]
Training 3/3 epoch (loss 0.1004):  82%|████████▏ | 1991/2439 [39:44<11:07,  1.49s/it]
Training 3/3 epoch (loss 0.0815):  82%|████████▏ | 1991/2439 [39:45<11:07,  1.49s/it]
Training 3/3 epoch (loss 0.0815):  82%|████████▏ | 1992/2439 [39:45<09:59,  1.34s/it]
Training 3/3 epoch (loss 0.0888):  82%|████████▏ | 1992/2439 [39:46<09:59,  1.34s/it]
Training 3/3 epoch (loss 0.0888):  82%|████████▏ | 1993/2439 [39:46<09:28,  1.27s/it]
Training 3/3 epoch (loss 0.1072):  82%|████████▏ | 1993/2439 [39:47<09:28,  1.27s/it]
Training 3/3 epoch (loss 0.1072):  82%|████████▏ | 1994/2439 [39:47<09:19,  1.26s/it]
Training 3/3 epoch (loss 0.1419):  82%|████████▏ | 1994/2439 [39:48<09:19,  1.26s/it]
Training 3/3 epoch (loss 0.1419):  82%|████████▏ | 1995/2439 [39:48<09:05,  1.23s/it]
Training 3/3 epoch (loss 0.0926):  82%|████████▏ | 1995/2439 [39:49<09:05,  1.23s/it]
Training 3/3 epoch (loss 0.0926):  82%|████████▏ | 1996/2439 [39:49<09:09,  1.24s/it]
Training 3/3 epoch (loss 0.1318):  82%|████████▏ | 1996/2439 [39:51<09:09,  1.24s/it]
Training 3/3 epoch (loss 0.1318):  82%|████████▏ | 1997/2439 [39:51<09:09,  1.24s/it]
Training 3/3 epoch (loss 0.1050):  82%|████████▏ | 1997/2439 [39:52<09:09,  1.24s/it]
Training 3/3 epoch (loss 0.1050):  82%|████████▏ | 1998/2439 [39:52<08:59,  1.22s/it]
Training 3/3 epoch (loss 0.1254):  82%|████████▏ | 1998/2439 [39:53<08:59,  1.22s/it]
Training 3/3 epoch (loss 0.1254):  82%|████████▏ | 1999/2439 [39:53<08:47,  1.20s/it]
Training 3/3 epoch (loss 0.0950):  82%|████████▏ | 1999/2439 [39:54<08:47,  1.20s/it]
Training 3/3 epoch (loss 0.0950):  82%|████████▏ | 2000/2439 [39:54<09:06,  1.25s/it]
Training 3/3 epoch (loss 0.1049):  82%|████████▏ | 2000/2439 [39:56<09:06,  1.25s/it]
Training 3/3 epoch (loss 0.1049):  82%|████████▏ | 2001/2439 [39:56<09:08,  1.25s/it]
Training 3/3 epoch (loss 0.1010):  82%|████████▏ | 2001/2439 [39:57<09:08,  1.25s/it]
Training 3/3 epoch (loss 0.1010):  82%|████████▏ | 2002/2439 [39:57<09:12,  1.26s/it]
Training 3/3 epoch (loss 0.0696):  82%|████████▏ | 2002/2439 [39:58<09:12,  1.26s/it]
Training 3/3 epoch (loss 0.0696):  82%|████████▏ | 2003/2439 [39:58<08:38,  1.19s/it]
Training 3/3 epoch (loss 0.0868):  82%|████████▏ | 2003/2439 [39:59<08:38,  1.19s/it]
Training 3/3 epoch (loss 0.0868):  82%|████████▏ | 2004/2439 [39:59<08:37,  1.19s/it]
Training 3/3 epoch (loss 0.1370):  82%|████████▏ | 2004/2439 [40:00<08:37,  1.19s/it]
Training 3/3 epoch (loss 0.1370):  82%|████████▏ | 2005/2439 [40:00<08:32,  1.18s/it]
Training 3/3 epoch (loss 0.0597):  82%|████████▏ | 2005/2439 [40:01<08:32,  1.18s/it]
Training 3/3 epoch (loss 0.0597):  82%|████████▏ | 2006/2439 [40:01<08:06,  1.12s/it]
Training 3/3 epoch (loss 0.0925):  82%|████████▏ | 2006/2439 [40:02<08:06,  1.12s/it]
Training 3/3 epoch (loss 0.0925):  82%|████████▏ | 2007/2439 [40:02<07:43,  1.07s/it]
Training 3/3 epoch (loss 0.0708):  82%|████████▏ | 2007/2439 [40:03<07:43,  1.07s/it]
Training 3/3 epoch (loss 0.0708):  82%|████████▏ | 2008/2439 [40:03<07:45,  1.08s/it]
Training 3/3 epoch (loss 0.1105):  82%|████████▏ | 2008/2439 [40:05<07:45,  1.08s/it]
Training 3/3 epoch (loss 0.1105):  82%|████████▏ | 2009/2439 [40:05<08:31,  1.19s/it]
Training 3/3 epoch (loss 0.0841):  82%|████████▏ | 2009/2439 [40:06<08:31,  1.19s/it]
Training 3/3 epoch (loss 0.0841):  82%|████████▏ | 2010/2439 [40:06<08:10,  1.14s/it]
Training 3/3 epoch (loss 0.0912):  82%|████████▏ | 2010/2439 [40:07<08:10,  1.14s/it]
Training 3/3 epoch (loss 0.0912):  82%|████████▏ | 2011/2439 [40:07<08:13,  1.15s/it]
Training 3/3 epoch (loss 0.1006):  82%|████████▏ | 2011/2439 [40:09<08:13,  1.15s/it]
Training 3/3 epoch (loss 0.1006):  82%|████████▏ | 2012/2439 [40:09<09:57,  1.40s/it]
Training 3/3 epoch (loss 0.1157):  82%|████████▏ | 2012/2439 [40:10<09:57,  1.40s/it]
Training 3/3 epoch (loss 0.1157):  83%|████████▎ | 2013/2439 [40:10<09:11,  1.30s/it]
Training 3/3 epoch (loss 0.1161):  83%|████████▎ | 2013/2439 [40:11<09:11,  1.30s/it]
Training 3/3 epoch (loss 0.1161):  83%|████████▎ | 2014/2439 [40:11<08:57,  1.26s/it]
Training 3/3 epoch (loss 0.0950):  83%|████████▎ | 2014/2439 [40:12<08:57,  1.26s/it]
Training 3/3 epoch (loss 0.0950):  83%|████████▎ | 2015/2439 [40:12<08:28,  1.20s/it]
Training 3/3 epoch (loss 0.0882):  83%|████████▎ | 2015/2439 [40:13<08:28,  1.20s/it]
Training 3/3 epoch (loss 0.0882):  83%|████████▎ | 2016/2439 [40:13<08:19,  1.18s/it]
Training 3/3 epoch (loss 0.1253):  83%|████████▎ | 2016/2439 [40:14<08:19,  1.18s/it]
Training 3/3 epoch (loss 0.1253):  83%|████████▎ | 2017/2439 [40:14<07:50,  1.12s/it]
Training 3/3 epoch (loss 0.0706):  83%|████████▎ | 2017/2439 [40:15<07:50,  1.12s/it]
Training 3/3 epoch (loss 0.0706):  83%|████████▎ | 2018/2439 [40:15<07:17,  1.04s/it]
Training 3/3 epoch (loss 0.0761):  83%|████████▎ | 2018/2439 [40:17<07:17,  1.04s/it]
Training 3/3 epoch (loss 0.0761):  83%|████████▎ | 2019/2439 [40:17<07:51,  1.12s/it]
Training 3/3 epoch (loss 0.0648):  83%|████████▎ | 2019/2439 [40:18<07:51,  1.12s/it]
Training 3/3 epoch (loss 0.0648):  83%|████████▎ | 2020/2439 [40:18<07:55,  1.13s/it]
Training 3/3 epoch (loss 0.1283):  83%|████████▎ | 2020/2439 [40:19<07:55,  1.13s/it]
Training 3/3 epoch (loss 0.1283):  83%|████████▎ | 2021/2439 [40:19<08:25,  1.21s/it]
Training 3/3 epoch (loss 0.0774):  83%|████████▎ | 2021/2439 [40:20<08:25,  1.21s/it]
Training 3/3 epoch (loss 0.0774):  83%|████████▎ | 2022/2439 [40:20<08:04,  1.16s/it]
Training 3/3 epoch (loss 0.1022):  83%|████████▎ | 2022/2439 [40:21<08:04,  1.16s/it]
Training 3/3 epoch (loss 0.1022):  83%|████████▎ | 2023/2439 [40:21<07:48,  1.13s/it]
Training 3/3 epoch (loss 0.0713):  83%|████████▎ | 2023/2439 [40:22<07:48,  1.13s/it]
Training 3/3 epoch (loss 0.0713):  83%|████████▎ | 2024/2439 [40:22<07:31,  1.09s/it]
Training 3/3 epoch (loss 0.0780):  83%|████████▎ | 2024/2439 [40:23<07:31,  1.09s/it]
Training 3/3 epoch (loss 0.0780):  83%|████████▎ | 2025/2439 [40:23<07:04,  1.03s/it]
Training 3/3 epoch (loss 0.1133):  83%|████████▎ | 2025/2439 [40:24<07:04,  1.03s/it]
Training 3/3 epoch (loss 0.1133):  83%|████████▎ | 2026/2439 [40:24<07:09,  1.04s/it]
Training 3/3 epoch (loss 0.1150):  83%|████████▎ | 2026/2439 [40:25<07:09,  1.04s/it]
Training 3/3 epoch (loss 0.1150):  83%|████████▎ | 2027/2439 [40:25<07:14,  1.06s/it]
Training 3/3 epoch (loss 0.1227):  83%|████████▎ | 2027/2439 [40:26<07:14,  1.06s/it]
Training 3/3 epoch (loss 0.1227):  83%|████████▎ | 2028/2439 [40:26<07:20,  1.07s/it]
Training 3/3 epoch (loss 0.1215):  83%|████████▎ | 2028/2439 [40:28<07:20,  1.07s/it]
Training 3/3 epoch (loss 0.1215):  83%|████████▎ | 2029/2439 [40:28<07:36,  1.11s/it]
Training 3/3 epoch (loss 0.0624):  83%|████████▎ | 2029/2439 [40:29<07:36,  1.11s/it]
Training 3/3 epoch (loss 0.0624):  83%|████████▎ | 2030/2439 [40:29<07:23,  1.08s/it]
Training 3/3 epoch (loss 0.0747):  83%|████████▎ | 2030/2439 [40:30<07:23,  1.08s/it]
Training 3/3 epoch (loss 0.0747):  83%|████████▎ | 2031/2439 [40:30<07:28,  1.10s/it]
Training 3/3 epoch (loss 0.0794):  83%|████████▎ | 2031/2439 [40:31<07:28,  1.10s/it]
Training 3/3 epoch (loss 0.0794):  83%|████████▎ | 2032/2439 [40:31<07:59,  1.18s/it]
Training 3/3 epoch (loss 0.1330):  83%|████████▎ | 2032/2439 [40:32<07:59,  1.18s/it]
Training 3/3 epoch (loss 0.1330):  83%|████████▎ | 2033/2439 [40:32<07:56,  1.17s/it]
Training 3/3 epoch (loss 0.0632):  83%|████████▎ | 2033/2439 [40:33<07:56,  1.17s/it]
Training 3/3 epoch (loss 0.0632):  83%|████████▎ | 2034/2439 [40:33<07:37,  1.13s/it]
Training 3/3 epoch (loss 0.0635):  83%|████████▎ | 2034/2439 [40:34<07:37,  1.13s/it]
Training 3/3 epoch (loss 0.0635):  83%|████████▎ | 2035/2439 [40:34<07:25,  1.10s/it]
Training 3/3 epoch (loss 0.1142):  83%|████████▎ | 2035/2439 [40:35<07:25,  1.10s/it]
Training 3/3 epoch (loss 0.1142):  83%|████████▎ | 2036/2439 [40:35<07:34,  1.13s/it]
Training 3/3 epoch (loss 0.1380):  83%|████████▎ | 2036/2439 [40:36<07:34,  1.13s/it]
Training 3/3 epoch (loss 0.1380):  84%|████████▎ | 2037/2439 [40:36<07:19,  1.09s/it]
Training 3/3 epoch (loss 0.0676):  84%|████████▎ | 2037/2439 [40:38<07:19,  1.09s/it]
Training 3/3 epoch (loss 0.0676):  84%|████████▎ | 2038/2439 [40:38<07:35,  1.14s/it]
Training 3/3 epoch (loss 0.0637):  84%|████████▎ | 2038/2439 [40:39<07:35,  1.14s/it]
Training 3/3 epoch (loss 0.0637):  84%|████████▎ | 2039/2439 [40:39<08:09,  1.22s/it]
Training 3/3 epoch (loss 0.1593):  84%|████████▎ | 2039/2439 [40:41<08:09,  1.22s/it]
Training 3/3 epoch (loss 0.1593):  84%|████████▎ | 2040/2439 [40:41<08:39,  1.30s/it]
Training 3/3 epoch (loss 0.0781):  84%|████████▎ | 2040/2439 [40:42<08:39,  1.30s/it]
Training 3/3 epoch (loss 0.0781):  84%|████████▎ | 2041/2439 [40:42<08:11,  1.23s/it]
Training 3/3 epoch (loss 0.0761):  84%|████████▎ | 2041/2439 [40:43<08:11,  1.23s/it]
Training 3/3 epoch (loss 0.0761):  84%|████████▎ | 2042/2439 [40:43<07:40,  1.16s/it]
Training 3/3 epoch (loss 0.0943):  84%|████████▎ | 2042/2439 [40:44<07:40,  1.16s/it]
Training 3/3 epoch (loss 0.0943):  84%|████████▍ | 2043/2439 [40:44<07:31,  1.14s/it]
Training 3/3 epoch (loss 0.1451):  84%|████████▍ | 2043/2439 [40:45<07:31,  1.14s/it]
Training 3/3 epoch (loss 0.1451):  84%|████████▍ | 2044/2439 [40:45<07:27,  1.13s/it]
Training 3/3 epoch (loss 0.1451):  84%|████████▍ | 2044/2439 [40:46<07:27,  1.13s/it]
Training 3/3 epoch (loss 0.1451):  84%|████████▍ | 2045/2439 [40:46<07:48,  1.19s/it]
Training 3/3 epoch (loss 0.0903):  84%|████████▍ | 2045/2439 [40:47<07:48,  1.19s/it]
Training 3/3 epoch (loss 0.0903):  84%|████████▍ | 2046/2439 [40:47<07:45,  1.18s/it]
Training 3/3 epoch (loss 0.0868):  84%|████████▍ | 2046/2439 [40:48<07:45,  1.18s/it]
Training 3/3 epoch (loss 0.0868):  84%|████████▍ | 2047/2439 [40:48<07:17,  1.12s/it]
Training 3/3 epoch (loss 0.0779):  84%|████████▍ | 2047/2439 [40:50<07:17,  1.12s/it]
Training 3/3 epoch (loss 0.0779):  84%|████████▍ | 2048/2439 [40:50<07:35,  1.17s/it]
Training 3/3 epoch (loss 0.0663):  84%|████████▍ | 2048/2439 [40:51<07:35,  1.17s/it]
Training 3/3 epoch (loss 0.0663):  84%|████████▍ | 2049/2439 [40:51<07:20,  1.13s/it]
Training 3/3 epoch (loss 0.0692):  84%|████████▍ | 2049/2439 [40:52<07:20,  1.13s/it]
Training 3/3 epoch (loss 0.0692):  84%|████████▍ | 2050/2439 [40:52<07:12,  1.11s/it]
Training 3/3 epoch (loss 0.0971):  84%|████████▍ | 2050/2439 [40:53<07:12,  1.11s/it]
Training 3/3 epoch (loss 0.0971):  84%|████████▍ | 2051/2439 [40:53<07:20,  1.14s/it]
Training 3/3 epoch (loss 0.1555):  84%|████████▍ | 2051/2439 [40:54<07:20,  1.14s/it]
Training 3/3 epoch (loss 0.1555):  84%|████████▍ | 2052/2439 [40:54<08:00,  1.24s/it]
Training 3/3 epoch (loss 0.1307):  84%|████████▍ | 2052/2439 [40:56<08:00,  1.24s/it]
Training 3/3 epoch (loss 0.1307):  84%|████████▍ | 2053/2439 [40:56<07:38,  1.19s/it]
Training 3/3 epoch (loss 0.2111):  84%|████████▍ | 2053/2439 [40:57<07:38,  1.19s/it]
Training 3/3 epoch (loss 0.2111):  84%|████████▍ | 2054/2439 [40:57<07:35,  1.18s/it]
Training 3/3 epoch (loss 0.0731):  84%|████████▍ | 2054/2439 [40:58<07:35,  1.18s/it]
Training 3/3 epoch (loss 0.0731):  84%|████████▍ | 2055/2439 [40:58<07:10,  1.12s/it]
Training 3/3 epoch (loss 0.1011):  84%|████████▍ | 2055/2439 [40:59<07:10,  1.12s/it]
Training 3/3 epoch (loss 0.1011):  84%|████████▍ | 2056/2439 [40:59<07:16,  1.14s/it]
Training 3/3 epoch (loss 0.0855):  84%|████████▍ | 2056/2439 [41:00<07:16,  1.14s/it]
Training 3/3 epoch (loss 0.0855):  84%|████████▍ | 2057/2439 [41:00<06:44,  1.06s/it]
Training 3/3 epoch (loss 0.0798):  84%|████████▍ | 2057/2439 [41:01<06:44,  1.06s/it]
Training 3/3 epoch (loss 0.0798):  84%|████████▍ | 2058/2439 [41:01<06:30,  1.03s/it]
Training 3/3 epoch (loss 0.1164):  84%|████████▍ | 2058/2439 [41:02<06:30,  1.03s/it]
Training 3/3 epoch (loss 0.1164):  84%|████████▍ | 2059/2439 [41:02<06:31,  1.03s/it]
Training 3/3 epoch (loss 0.0561):  84%|████████▍ | 2059/2439 [41:03<06:31,  1.03s/it]
Training 3/3 epoch (loss 0.0561):  84%|████████▍ | 2060/2439 [41:03<06:24,  1.02s/it]
Training 3/3 epoch (loss 0.1302):  84%|████████▍ | 2060/2439 [41:04<06:24,  1.02s/it]
Training 3/3 epoch (loss 0.1302):  85%|████████▍ | 2061/2439 [41:04<07:06,  1.13s/it]
Training 3/3 epoch (loss 0.0988):  85%|████████▍ | 2061/2439 [41:05<07:06,  1.13s/it]
Training 3/3 epoch (loss 0.0988):  85%|████████▍ | 2062/2439 [41:05<07:24,  1.18s/it]
Training 3/3 epoch (loss 0.0650):  85%|████████▍ | 2062/2439 [41:06<07:24,  1.18s/it]
Training 3/3 epoch (loss 0.0650):  85%|████████▍ | 2063/2439 [41:06<07:00,  1.12s/it]
Training 3/3 epoch (loss 0.0891):  85%|████████▍ | 2063/2439 [41:08<07:00,  1.12s/it]
Training 3/3 epoch (loss 0.0891):  85%|████████▍ | 2064/2439 [41:08<07:32,  1.21s/it]
Training 3/3 epoch (loss 0.0976):  85%|████████▍ | 2064/2439 [41:09<07:32,  1.21s/it]
Training 3/3 epoch (loss 0.0976):  85%|████████▍ | 2065/2439 [41:09<07:24,  1.19s/it]
Training 3/3 epoch (loss 0.1356):  85%|████████▍ | 2065/2439 [41:10<07:24,  1.19s/it]
Training 3/3 epoch (loss 0.1356):  85%|████████▍ | 2066/2439 [41:10<07:46,  1.25s/it]
Training 3/3 epoch (loss 0.0832):  85%|████████▍ | 2066/2439 [41:11<07:46,  1.25s/it]
Training 3/3 epoch (loss 0.0832):  85%|████████▍ | 2067/2439 [41:11<07:24,  1.20s/it]
Training 3/3 epoch (loss 0.1141):  85%|████████▍ | 2067/2439 [41:12<07:24,  1.20s/it]
Training 3/3 epoch (loss 0.1141):  85%|████████▍ | 2068/2439 [41:12<07:10,  1.16s/it]
Training 3/3 epoch (loss 0.1371):  85%|████████▍ | 2068/2439 [41:14<07:10,  1.16s/it]
Training 3/3 epoch (loss 0.1371):  85%|████████▍ | 2069/2439 [41:14<07:40,  1.24s/it]
Training 3/3 epoch (loss 0.1323):  85%|████████▍ | 2069/2439 [41:15<07:40,  1.24s/it]
Training 3/3 epoch (loss 0.1323):  85%|████████▍ | 2070/2439 [41:15<07:50,  1.28s/it]
Training 3/3 epoch (loss 0.1244):  85%|████████▍ | 2070/2439 [41:17<07:50,  1.28s/it]
Training 3/3 epoch (loss 0.1244):  85%|████████▍ | 2071/2439 [41:17<08:03,  1.31s/it]
Training 3/3 epoch (loss 0.1737):  85%|████████▍ | 2071/2439 [41:18<08:03,  1.31s/it]
Training 3/3 epoch (loss 0.1737):  85%|████████▍ | 2072/2439 [41:18<08:45,  1.43s/it]
Training 3/3 epoch (loss 0.0704):  85%|████████▍ | 2072/2439 [41:19<08:45,  1.43s/it]
Training 3/3 epoch (loss 0.0704):  85%|████████▍ | 2073/2439 [41:19<08:09,  1.34s/it]
Training 3/3 epoch (loss 0.1206):  85%|████████▍ | 2073/2439 [41:21<08:09,  1.34s/it]
Training 3/3 epoch (loss 0.1206):  85%|████████▌ | 2074/2439 [41:21<07:46,  1.28s/it]
Training 3/3 epoch (loss 0.0965):  85%|████████▌ | 2074/2439 [41:22<07:46,  1.28s/it]
Training 3/3 epoch (loss 0.0965):  85%|████████▌ | 2075/2439 [41:22<07:33,  1.25s/it]
Training 3/3 epoch (loss 0.1168):  85%|████████▌ | 2075/2439 [41:24<07:33,  1.25s/it]
Training 3/3 epoch (loss 0.1168):  85%|████████▌ | 2076/2439 [41:24<09:15,  1.53s/it]
Training 3/3 epoch (loss 0.1169):  85%|████████▌ | 2076/2439 [41:26<09:15,  1.53s/it]
Training 3/3 epoch (loss 0.1169):  85%|████████▌ | 2077/2439 [41:26<09:54,  1.64s/it]
Training 3/3 epoch (loss 0.0735):  85%|████████▌ | 2077/2439 [41:27<09:54,  1.64s/it]
Training 3/3 epoch (loss 0.0735):  85%|████████▌ | 2078/2439 [41:27<08:53,  1.48s/it]
Training 3/3 epoch (loss 0.0623):  85%|████████▌ | 2078/2439 [41:28<08:53,  1.48s/it]
Training 3/3 epoch (loss 0.0623):  85%|████████▌ | 2079/2439 [41:28<08:10,  1.36s/it]
Training 3/3 epoch (loss 0.0721):  85%|████████▌ | 2079/2439 [41:29<08:10,  1.36s/it]
Training 3/3 epoch (loss 0.0721):  85%|████████▌ | 2080/2439 [41:29<07:48,  1.30s/it]
Training 3/3 epoch (loss 0.0979):  85%|████████▌ | 2080/2439 [41:30<07:48,  1.30s/it]
Training 3/3 epoch (loss 0.0979):  85%|████████▌ | 2081/2439 [41:30<07:21,  1.23s/it]
Training 3/3 epoch (loss 0.0831):  85%|████████▌ | 2081/2439 [41:31<07:21,  1.23s/it]
Training 3/3 epoch (loss 0.0831):  85%|████████▌ | 2082/2439 [41:31<07:07,  1.20s/it]
Training 3/3 epoch (loss 0.1156):  85%|████████▌ | 2082/2439 [41:33<07:07,  1.20s/it]
Training 3/3 epoch (loss 0.1156):  85%|████████▌ | 2083/2439 [41:33<07:20,  1.24s/it]
Training 3/3 epoch (loss 0.0998):  85%|████████▌ | 2083/2439 [41:34<07:20,  1.24s/it]
Training 3/3 epoch (loss 0.0998):  85%|████████▌ | 2084/2439 [41:34<06:58,  1.18s/it]
Training 3/3 epoch (loss 0.1158):  85%|████████▌ | 2084/2439 [41:35<06:58,  1.18s/it]
Training 3/3 epoch (loss 0.1158):  85%|████████▌ | 2085/2439 [41:35<07:22,  1.25s/it]
Training 3/3 epoch (loss 0.1338):  85%|████████▌ | 2085/2439 [41:36<07:22,  1.25s/it]
Training 3/3 epoch (loss 0.1338):  86%|████████▌ | 2086/2439 [41:36<07:08,  1.21s/it]
Training 3/3 epoch (loss 0.1496):  86%|████████▌ | 2086/2439 [41:38<07:08,  1.21s/it]
Training 3/3 epoch (loss 0.1496):  86%|████████▌ | 2087/2439 [41:38<07:03,  1.20s/it]
Training 3/3 epoch (loss 0.0887):  86%|████████▌ | 2087/2439 [41:39<07:03,  1.20s/it]
Training 3/3 epoch (loss 0.0887):  86%|████████▌ | 2088/2439 [41:39<06:53,  1.18s/it]
Training 3/3 epoch (loss 0.1020):  86%|████████▌ | 2088/2439 [41:40<06:53,  1.18s/it]
Training 3/3 epoch (loss 0.1020):  86%|████████▌ | 2089/2439 [41:40<06:52,  1.18s/it]
Training 3/3 epoch (loss 0.1499):  86%|████████▌ | 2089/2439 [41:41<06:52,  1.18s/it]
Training 3/3 epoch (loss 0.1499):  86%|████████▌ | 2090/2439 [41:41<06:48,  1.17s/it]
Training 3/3 epoch (loss 0.1256):  86%|████████▌ | 2090/2439 [41:42<06:48,  1.17s/it]
Training 3/3 epoch (loss 0.1256):  86%|████████▌ | 2091/2439 [41:42<06:40,  1.15s/it]
Training 3/3 epoch (loss 0.1158):  86%|████████▌ | 2091/2439 [41:43<06:40,  1.15s/it]
Training 3/3 epoch (loss 0.1158):  86%|████████▌ | 2092/2439 [41:43<06:25,  1.11s/it]
Training 3/3 epoch (loss 0.1154):  86%|████████▌ | 2092/2439 [41:44<06:25,  1.11s/it]
Training 3/3 epoch (loss 0.1154):  86%|████████▌ | 2093/2439 [41:44<06:11,  1.07s/it]
Training 3/3 epoch (loss 0.1199):  86%|████████▌ | 2093/2439 [41:45<06:11,  1.07s/it]
Training 3/3 epoch (loss 0.1199):  86%|████████▌ | 2094/2439 [41:45<06:13,  1.08s/it]
Training 3/3 epoch (loss 0.1289):  86%|████████▌ | 2094/2439 [41:46<06:13,  1.08s/it]
Training 3/3 epoch (loss 0.1289):  86%|████████▌ | 2095/2439 [41:46<06:00,  1.05s/it]
Training 3/3 epoch (loss 0.1280):  86%|████████▌ | 2095/2439 [41:47<06:00,  1.05s/it]
Training 3/3 epoch (loss 0.1280):  86%|████████▌ | 2096/2439 [41:47<06:10,  1.08s/it]
Training 3/3 epoch (loss 0.1106):  86%|████████▌ | 2096/2439 [41:48<06:10,  1.08s/it]
Training 3/3 epoch (loss 0.1106):  86%|████████▌ | 2097/2439 [41:48<06:11,  1.09s/it]
Training 3/3 epoch (loss 0.0966):  86%|████████▌ | 2097/2439 [41:49<06:11,  1.09s/it]
Training 3/3 epoch (loss 0.0966):  86%|████████▌ | 2098/2439 [41:49<06:00,  1.06s/it]
Training 3/3 epoch (loss 0.0902):  86%|████████▌ | 2098/2439 [41:50<06:00,  1.06s/it]
Training 3/3 epoch (loss 0.0902):  86%|████████▌ | 2099/2439 [41:50<05:51,  1.03s/it]
Training 3/3 epoch (loss 0.1396):  86%|████████▌ | 2099/2439 [41:52<05:51,  1.03s/it]
Training 3/3 epoch (loss 0.1396):  86%|████████▌ | 2100/2439 [41:52<06:09,  1.09s/it]
Training 3/3 epoch (loss 0.0966):  86%|████████▌ | 2100/2439 [41:53<06:09,  1.09s/it]
Training 3/3 epoch (loss 0.0966):  86%|████████▌ | 2101/2439 [41:53<06:15,  1.11s/it]
Training 3/3 epoch (loss 0.0760):  86%|████████▌ | 2101/2439 [41:54<06:15,  1.11s/it]
Training 3/3 epoch (loss 0.0760):  86%|████████▌ | 2102/2439 [41:54<05:59,  1.07s/it]
Training 3/3 epoch (loss 0.1145):  86%|████████▌ | 2102/2439 [41:56<05:59,  1.07s/it]
Training 3/3 epoch (loss 0.1145):  86%|████████▌ | 2103/2439 [41:56<07:12,  1.29s/it]
Training 3/3 epoch (loss 0.1037):  86%|████████▌ | 2103/2439 [41:57<07:12,  1.29s/it]
Training 3/3 epoch (loss 0.1037):  86%|████████▋ | 2104/2439 [41:57<06:58,  1.25s/it]
Training 3/3 epoch (loss 0.1178):  86%|████████▋ | 2104/2439 [41:58<06:58,  1.25s/it]
Training 3/3 epoch (loss 0.1178):  86%|████████▋ | 2105/2439 [41:58<06:59,  1.25s/it]
Training 3/3 epoch (loss 0.0595):  86%|████████▋ | 2105/2439 [41:59<06:59,  1.25s/it]
Training 3/3 epoch (loss 0.0595):  86%|████████▋ | 2106/2439 [41:59<06:25,  1.16s/it]
Training 3/3 epoch (loss 0.1260):  86%|████████▋ | 2106/2439 [42:00<06:25,  1.16s/it]
Training 3/3 epoch (loss 0.1260):  86%|████████▋ | 2107/2439 [42:00<06:27,  1.17s/it]
Training 3/3 epoch (loss 0.0745):  86%|████████▋ | 2107/2439 [42:01<06:27,  1.17s/it]
Training 3/3 epoch (loss 0.0745):  86%|████████▋ | 2108/2439 [42:01<05:58,  1.08s/it]
Training 3/3 epoch (loss 0.1035):  86%|████████▋ | 2108/2439 [42:02<05:58,  1.08s/it]
Training 3/3 epoch (loss 0.1035):  86%|████████▋ | 2109/2439 [42:02<06:25,  1.17s/it]
Training 3/3 epoch (loss 0.1028):  86%|████████▋ | 2109/2439 [42:03<06:25,  1.17s/it]
Training 3/3 epoch (loss 0.1028):  87%|████████▋ | 2110/2439 [42:03<06:13,  1.13s/it]
Training 3/3 epoch (loss 0.0785):  87%|████████▋ | 2110/2439 [42:04<06:13,  1.13s/it]
Training 3/3 epoch (loss 0.0785):  87%|████████▋ | 2111/2439 [42:04<05:52,  1.07s/it]
Training 3/3 epoch (loss 0.0916):  87%|████████▋ | 2111/2439 [42:05<05:52,  1.07s/it]
Training 3/3 epoch (loss 0.0916):  87%|████████▋ | 2112/2439 [42:05<05:57,  1.09s/it]
Training 3/3 epoch (loss 0.0695):  87%|████████▋ | 2112/2439 [42:07<05:57,  1.09s/it]
Training 3/3 epoch (loss 0.0695):  87%|████████▋ | 2113/2439 [42:07<06:11,  1.14s/it]
Training 3/3 epoch (loss 0.0527):  87%|████████▋ | 2113/2439 [42:08<06:11,  1.14s/it]
Training 3/3 epoch (loss 0.0527):  87%|████████▋ | 2114/2439 [42:08<06:01,  1.11s/it]
Training 3/3 epoch (loss 0.1344):  87%|████████▋ | 2114/2439 [42:09<06:01,  1.11s/it]
Training 3/3 epoch (loss 0.1344):  87%|████████▋ | 2115/2439 [42:09<05:52,  1.09s/it]
Training 3/3 epoch (loss 0.1298):  87%|████████▋ | 2115/2439 [42:10<05:52,  1.09s/it]
Training 3/3 epoch (loss 0.1298):  87%|████████▋ | 2116/2439 [42:10<06:23,  1.19s/it]
Training 3/3 epoch (loss 0.0795):  87%|████████▋ | 2116/2439 [42:11<06:23,  1.19s/it]
Training 3/3 epoch (loss 0.0795):  87%|████████▋ | 2117/2439 [42:11<06:09,  1.15s/it]
Training 3/3 epoch (loss 0.0943):  87%|████████▋ | 2117/2439 [42:12<06:09,  1.15s/it]
Training 3/3 epoch (loss 0.0943):  87%|████████▋ | 2118/2439 [42:12<05:59,  1.12s/it]
Training 3/3 epoch (loss 0.1939):  87%|████████▋ | 2118/2439 [42:14<05:59,  1.12s/it]
Training 3/3 epoch (loss 0.1939):  87%|████████▋ | 2119/2439 [42:14<06:18,  1.18s/it]
Training 3/3 epoch (loss 0.1181):  87%|████████▋ | 2119/2439 [42:15<06:18,  1.18s/it]
Training 3/3 epoch (loss 0.1181):  87%|████████▋ | 2120/2439 [42:15<06:16,  1.18s/it]
Training 3/3 epoch (loss 0.1549):  87%|████████▋ | 2120/2439 [42:16<06:16,  1.18s/it]
Training 3/3 epoch (loss 0.1549):  87%|████████▋ | 2121/2439 [42:16<06:19,  1.19s/it]
Training 3/3 epoch (loss 0.0597):  87%|████████▋ | 2121/2439 [42:17<06:19,  1.19s/it]
Training 3/3 epoch (loss 0.0597):  87%|████████▋ | 2122/2439 [42:17<05:52,  1.11s/it]
Training 3/3 epoch (loss 0.1932):  87%|████████▋ | 2122/2439 [42:18<05:52,  1.11s/it]
Training 3/3 epoch (loss 0.1932):  87%|████████▋ | 2123/2439 [42:18<06:15,  1.19s/it]
Training 3/3 epoch (loss 0.0942):  87%|████████▋ | 2123/2439 [42:19<06:15,  1.19s/it]
Training 3/3 epoch (loss 0.0942):  87%|████████▋ | 2124/2439 [42:19<05:50,  1.11s/it]
Training 3/3 epoch (loss 0.0674):  87%|████████▋ | 2124/2439 [42:20<05:50,  1.11s/it]
Training 3/3 epoch (loss 0.0674):  87%|████████▋ | 2125/2439 [42:20<05:30,  1.05s/it]
Training 3/3 epoch (loss 0.1299):  87%|████████▋ | 2125/2439 [42:21<05:30,  1.05s/it]
Training 3/3 epoch (loss 0.1299):  87%|████████▋ | 2126/2439 [42:21<05:36,  1.07s/it]
Training 3/3 epoch (loss 0.0734):  87%|████████▋ | 2126/2439 [42:22<05:36,  1.07s/it]
Training 3/3 epoch (loss 0.0734):  87%|████████▋ | 2127/2439 [42:22<05:37,  1.08s/it]
Training 3/3 epoch (loss 0.0943):  87%|████████▋ | 2127/2439 [42:24<05:37,  1.08s/it]
Training 3/3 epoch (loss 0.0943):  87%|████████▋ | 2128/2439 [42:24<06:13,  1.20s/it]
Training 3/3 epoch (loss 0.1083):  87%|████████▋ | 2128/2439 [42:25<06:13,  1.20s/it]
Training 3/3 epoch (loss 0.1083):  87%|████████▋ | 2129/2439 [42:25<05:59,  1.16s/it]
Training 3/3 epoch (loss 0.0736):  87%|████████▋ | 2129/2439 [42:26<05:59,  1.16s/it]
Training 3/3 epoch (loss 0.0736):  87%|████████▋ | 2130/2439 [42:26<05:46,  1.12s/it]
Training 3/3 epoch (loss 0.0681):  87%|████████▋ | 2130/2439 [42:27<05:46,  1.12s/it]
Training 3/3 epoch (loss 0.0681):  87%|████████▋ | 2131/2439 [42:27<05:40,  1.11s/it]
Training 3/3 epoch (loss 0.0917):  87%|████████▋ | 2131/2439 [42:28<05:40,  1.11s/it]
Training 3/3 epoch (loss 0.0917):  87%|████████▋ | 2132/2439 [42:28<05:32,  1.08s/it]
Training 3/3 epoch (loss 0.0773):  87%|████████▋ | 2132/2439 [42:29<05:32,  1.08s/it]
Training 3/3 epoch (loss 0.0773):  87%|████████▋ | 2133/2439 [42:29<05:17,  1.04s/it]
Training 3/3 epoch (loss 0.0698):  87%|████████▋ | 2133/2439 [42:30<05:17,  1.04s/it]
Training 3/3 epoch (loss 0.0698):  87%|████████▋ | 2134/2439 [42:30<05:12,  1.02s/it]
Training 3/3 epoch (loss 0.1336):  87%|████████▋ | 2134/2439 [42:31<05:12,  1.02s/it]
Training 3/3 epoch (loss 0.1336):  88%|████████▊ | 2135/2439 [42:31<05:39,  1.12s/it]
Training 3/3 epoch (loss 0.1181):  88%|████████▊ | 2135/2439 [42:33<05:39,  1.12s/it]
Training 3/3 epoch (loss 0.1181):  88%|████████▊ | 2136/2439 [42:33<05:56,  1.18s/it]
Training 3/3 epoch (loss 0.1100):  88%|████████▊ | 2136/2439 [42:34<05:56,  1.18s/it]
Training 3/3 epoch (loss 0.1100):  88%|████████▊ | 2137/2439 [42:34<06:38,  1.32s/it]
Training 3/3 epoch (loss 0.0933):  88%|████████▊ | 2137/2439 [42:36<06:38,  1.32s/it]
Training 3/3 epoch (loss 0.0933):  88%|████████▊ | 2138/2439 [42:36<06:32,  1.30s/it]
Training 3/3 epoch (loss 0.1204):  88%|████████▊ | 2138/2439 [42:37<06:32,  1.30s/it]
Training 3/3 epoch (loss 0.1204):  88%|████████▊ | 2139/2439 [42:37<06:13,  1.24s/it]
Training 3/3 epoch (loss 0.1474):  88%|████████▊ | 2139/2439 [42:38<06:13,  1.24s/it]
Training 3/3 epoch (loss 0.1474):  88%|████████▊ | 2140/2439 [42:38<06:08,  1.23s/it]
Training 3/3 epoch (loss 0.1121):  88%|████████▊ | 2140/2439 [42:39<06:08,  1.23s/it]
Training 3/3 epoch (loss 0.1121):  88%|████████▊ | 2141/2439 [42:39<06:16,  1.26s/it]
Training 3/3 epoch (loss 0.1699):  88%|████████▊ | 2141/2439 [42:41<06:16,  1.26s/it]
Training 3/3 epoch (loss 0.1699):  88%|████████▊ | 2142/2439 [42:41<06:29,  1.31s/it]
Training 3/3 epoch (loss 0.1763):  88%|████████▊ | 2142/2439 [42:42<06:29,  1.31s/it]
Training 3/3 epoch (loss 0.1763):  88%|████████▊ | 2143/2439 [42:42<06:34,  1.33s/it]
Training 3/3 epoch (loss 0.1431):  88%|████████▊ | 2143/2439 [42:44<06:34,  1.33s/it]
Training 3/3 epoch (loss 0.1431):  88%|████████▊ | 2144/2439 [42:44<06:54,  1.40s/it]
Training 3/3 epoch (loss 0.1097):  88%|████████▊ | 2144/2439 [42:45<06:54,  1.40s/it]
Training 3/3 epoch (loss 0.1097):  88%|████████▊ | 2145/2439 [42:45<06:40,  1.36s/it]
Training 3/3 epoch (loss 0.1334):  88%|████████▊ | 2145/2439 [42:46<06:40,  1.36s/it]
Training 3/3 epoch (loss 0.1334):  88%|████████▊ | 2146/2439 [42:46<06:23,  1.31s/it]
Training 3/3 epoch (loss 0.1402):  88%|████████▊ | 2146/2439 [42:47<06:23,  1.31s/it]
Training 3/3 epoch (loss 0.1402):  88%|████████▊ | 2147/2439 [42:47<06:32,  1.34s/it]
Training 3/3 epoch (loss 0.1052):  88%|████████▊ | 2147/2439 [42:49<06:32,  1.34s/it]
Training 3/3 epoch (loss 0.1052):  88%|████████▊ | 2148/2439 [42:49<06:09,  1.27s/it]
Training 3/3 epoch (loss 0.1010):  88%|████████▊ | 2148/2439 [42:50<06:09,  1.27s/it]
Training 3/3 epoch (loss 0.1010):  88%|████████▊ | 2149/2439 [42:50<06:11,  1.28s/it]
Training 3/3 epoch (loss 0.0841):  88%|████████▊ | 2149/2439 [42:51<06:11,  1.28s/it]
Training 3/3 epoch (loss 0.0841):  88%|████████▊ | 2150/2439 [42:51<05:37,  1.17s/it]
Training 3/3 epoch (loss 0.1303):  88%|████████▊ | 2150/2439 [42:53<05:37,  1.17s/it]
Training 3/3 epoch (loss 0.1303):  88%|████████▊ | 2151/2439 [42:53<06:41,  1.39s/it]
Training 3/3 epoch (loss 0.1134):  88%|████████▊ | 2151/2439 [42:54<06:41,  1.39s/it]
Training 3/3 epoch (loss 0.1134):  88%|████████▊ | 2152/2439 [42:54<06:54,  1.44s/it]
Training 3/3 epoch (loss 0.0639):  88%|████████▊ | 2152/2439 [42:55<06:54,  1.44s/it]
Training 3/3 epoch (loss 0.0639):  88%|████████▊ | 2153/2439 [42:55<06:21,  1.33s/it]
Training 3/3 epoch (loss 0.1215):  88%|████████▊ | 2153/2439 [42:57<06:21,  1.33s/it]
Training 3/3 epoch (loss 0.1215):  88%|████████▊ | 2154/2439 [42:57<06:10,  1.30s/it]
Training 3/3 epoch (loss 0.0727):  88%|████████▊ | 2154/2439 [42:57<06:10,  1.30s/it]
Training 3/3 epoch (loss 0.0727):  88%|████████▊ | 2155/2439 [42:57<05:39,  1.20s/it]
Training 3/3 epoch (loss 0.1154):  88%|████████▊ | 2155/2439 [42:59<05:39,  1.20s/it]
Training 3/3 epoch (loss 0.1154):  88%|████████▊ | 2156/2439 [42:59<05:25,  1.15s/it]
Training 3/3 epoch (loss 0.1217):  88%|████████▊ | 2156/2439 [43:00<05:25,  1.15s/it]
Training 3/3 epoch (loss 0.1217):  88%|████████▊ | 2157/2439 [43:00<05:30,  1.17s/it]
Training 3/3 epoch (loss 0.2038):  88%|████████▊ | 2157/2439 [43:01<05:30,  1.17s/it]
Training 3/3 epoch (loss 0.2038):  88%|████████▊ | 2158/2439 [43:01<05:39,  1.21s/it]
Training 3/3 epoch (loss 0.0991):  88%|████████▊ | 2158/2439 [43:02<05:39,  1.21s/it]
Training 3/3 epoch (loss 0.0991):  89%|████████▊ | 2159/2439 [43:02<05:28,  1.17s/it]
Training 3/3 epoch (loss 0.1429):  89%|████████▊ | 2159/2439 [43:04<05:28,  1.17s/it]
Training 3/3 epoch (loss 0.1429):  89%|████████▊ | 2160/2439 [43:04<05:50,  1.26s/it]
Training 3/3 epoch (loss 0.1513):  89%|████████▊ | 2160/2439 [43:05<05:50,  1.26s/it]
Training 3/3 epoch (loss 0.1513):  89%|████████▊ | 2161/2439 [43:05<05:36,  1.21s/it]
Training 3/3 epoch (loss 0.1069):  89%|████████▊ | 2161/2439 [43:06<05:36,  1.21s/it]
Training 3/3 epoch (loss 0.1069):  89%|████████▊ | 2162/2439 [43:06<05:21,  1.16s/it]
Training 3/3 epoch (loss 0.1475):  89%|████████▊ | 2162/2439 [43:07<05:21,  1.16s/it]
Training 3/3 epoch (loss 0.1475):  89%|████████▊ | 2163/2439 [43:07<05:26,  1.18s/it]
Training 3/3 epoch (loss 0.2243):  89%|████████▊ | 2163/2439 [43:08<05:26,  1.18s/it]
Training 3/3 epoch (loss 0.2243):  89%|████████▊ | 2164/2439 [43:08<05:34,  1.21s/it]
Training 3/3 epoch (loss 0.1922):  89%|████████▊ | 2164/2439 [43:09<05:34,  1.21s/it]
Training 3/3 epoch (loss 0.1922):  89%|████████▉ | 2165/2439 [43:09<05:29,  1.20s/it]
Training 3/3 epoch (loss 0.1231):  89%|████████▉ | 2165/2439 [43:10<05:29,  1.20s/it]
Training 3/3 epoch (loss 0.1231):  89%|████████▉ | 2166/2439 [43:10<05:14,  1.15s/it]
Training 3/3 epoch (loss 0.1004):  89%|████████▉ | 2166/2439 [43:12<05:14,  1.15s/it]
Training 3/3 epoch (loss 0.1004):  89%|████████▉ | 2167/2439 [43:12<05:06,  1.13s/it]
Training 3/3 epoch (loss 0.1378):  89%|████████▉ | 2167/2439 [43:13<05:06,  1.13s/it]
Training 3/3 epoch (loss 0.1378):  89%|████████▉ | 2168/2439 [43:13<05:37,  1.24s/it]
Training 3/3 epoch (loss 0.1134):  89%|████████▉ | 2168/2439 [43:14<05:37,  1.24s/it]
Training 3/3 epoch (loss 0.1134):  89%|████████▉ | 2169/2439 [43:14<05:17,  1.18s/it]
Training 3/3 epoch (loss 0.1657):  89%|████████▉ | 2169/2439 [43:15<05:17,  1.18s/it]
Training 3/3 epoch (loss 0.1657):  89%|████████▉ | 2170/2439 [43:15<05:17,  1.18s/it]
Training 3/3 epoch (loss 0.0672):  89%|████████▉ | 2170/2439 [43:16<05:17,  1.18s/it]
Training 3/3 epoch (loss 0.0672):  89%|████████▉ | 2171/2439 [43:16<05:09,  1.16s/it]
Training 3/3 epoch (loss 0.1228):  89%|████████▉ | 2171/2439 [43:17<05:09,  1.16s/it]
Training 3/3 epoch (loss 0.1228):  89%|████████▉ | 2172/2439 [43:17<04:50,  1.09s/it]
Training 3/3 epoch (loss 0.1205):  89%|████████▉ | 2172/2439 [43:20<04:50,  1.09s/it]
Training 3/3 epoch (loss 0.1205):  89%|████████▉ | 2173/2439 [43:20<06:21,  1.44s/it]
Training 3/3 epoch (loss 0.1943):  89%|████████▉ | 2173/2439 [43:22<06:21,  1.44s/it]
Training 3/3 epoch (loss 0.1943):  89%|████████▉ | 2174/2439 [43:22<07:07,  1.61s/it]
Training 3/3 epoch (loss 0.0973):  89%|████████▉ | 2174/2439 [43:23<07:07,  1.61s/it]
Training 3/3 epoch (loss 0.0973):  89%|████████▉ | 2175/2439 [43:23<06:17,  1.43s/it]
Training 3/3 epoch (loss 0.1533):  89%|████████▉ | 2175/2439 [43:24<06:17,  1.43s/it]
Training 3/3 epoch (loss 0.1533):  89%|████████▉ | 2176/2439 [43:24<06:19,  1.44s/it]
Training 3/3 epoch (loss 0.1089):  89%|████████▉ | 2176/2439 [43:25<06:19,  1.44s/it]
Training 3/3 epoch (loss 0.1089):  89%|████████▉ | 2177/2439 [43:25<06:01,  1.38s/it]
Training 3/3 epoch (loss 0.0964):  89%|████████▉ | 2177/2439 [43:26<06:01,  1.38s/it]
Training 3/3 epoch (loss 0.0964):  89%|████████▉ | 2178/2439 [43:26<05:36,  1.29s/it]
Training 3/3 epoch (loss 0.1470):  89%|████████▉ | 2178/2439 [43:28<05:36,  1.29s/it]
Training 3/3 epoch (loss 0.1470):  89%|████████▉ | 2179/2439 [43:28<05:30,  1.27s/it]
Training 3/3 epoch (loss 0.1307):  89%|████████▉ | 2179/2439 [43:29<05:30,  1.27s/it]
Training 3/3 epoch (loss 0.1307):  89%|████████▉ | 2180/2439 [43:29<05:08,  1.19s/it]
Training 3/3 epoch (loss 0.1845):  89%|████████▉ | 2180/2439 [43:30<05:08,  1.19s/it]
Training 3/3 epoch (loss 0.1845):  89%|████████▉ | 2181/2439 [43:30<05:20,  1.24s/it]
Training 3/3 epoch (loss 0.1630):  89%|████████▉ | 2181/2439 [43:31<05:20,  1.24s/it]
Training 3/3 epoch (loss 0.1630):  89%|████████▉ | 2182/2439 [43:31<05:31,  1.29s/it]
Training 3/3 epoch (loss 0.1896):  89%|████████▉ | 2182/2439 [43:33<05:31,  1.29s/it]
Training 3/3 epoch (loss 0.1896):  90%|████████▉ | 2183/2439 [43:33<06:33,  1.54s/it]
Training 3/3 epoch (loss 0.1308):  90%|████████▉ | 2183/2439 [43:35<06:33,  1.54s/it]
Training 3/3 epoch (loss 0.1308):  90%|████████▉ | 2184/2439 [43:35<06:28,  1.52s/it]
Training 3/3 epoch (loss 0.1130):  90%|████████▉ | 2184/2439 [43:36<06:28,  1.52s/it]
Training 3/3 epoch (loss 0.1130):  90%|████████▉ | 2185/2439 [43:36<05:58,  1.41s/it]
Training 3/3 epoch (loss 0.1070):  90%|████████▉ | 2185/2439 [43:37<05:58,  1.41s/it]
Training 3/3 epoch (loss 0.1070):  90%|████████▉ | 2186/2439 [43:37<05:26,  1.29s/it]
Training 3/3 epoch (loss 0.1010):  90%|████████▉ | 2186/2439 [43:38<05:26,  1.29s/it]
Training 3/3 epoch (loss 0.1010):  90%|████████▉ | 2187/2439 [43:38<05:15,  1.25s/it]
Training 3/3 epoch (loss 0.1099):  90%|████████▉ | 2187/2439 [43:39<05:15,  1.25s/it]
Training 3/3 epoch (loss 0.1099):  90%|████████▉ | 2188/2439 [43:39<04:54,  1.17s/it]
Training 3/3 epoch (loss 0.1365):  90%|████████▉ | 2188/2439 [43:40<04:54,  1.17s/it]
Training 3/3 epoch (loss 0.1365):  90%|████████▉ | 2189/2439 [43:40<04:40,  1.12s/it]
Training 3/3 epoch (loss 0.1120):  90%|████████▉ | 2189/2439 [43:42<04:40,  1.12s/it]
Training 3/3 epoch (loss 0.1120):  90%|████████▉ | 2190/2439 [43:42<04:54,  1.18s/it]
Training 3/3 epoch (loss 0.0857):  90%|████████▉ | 2190/2439 [43:43<04:54,  1.18s/it]
Training 3/3 epoch (loss 0.0857):  90%|████████▉ | 2191/2439 [43:43<04:51,  1.18s/it]
Training 3/3 epoch (loss 0.1277):  90%|████████▉ | 2191/2439 [43:44<04:51,  1.18s/it]
Training 3/3 epoch (loss 0.1277):  90%|████████▉ | 2192/2439 [43:44<05:18,  1.29s/it]
Training 3/3 epoch (loss 0.1159):  90%|████████▉ | 2192/2439 [43:46<05:18,  1.29s/it]
Training 3/3 epoch (loss 0.1159):  90%|████████▉ | 2193/2439 [43:46<05:32,  1.35s/it]
Training 3/3 epoch (loss 0.1132):  90%|████████▉ | 2193/2439 [43:47<05:32,  1.35s/it]
Training 3/3 epoch (loss 0.1132):  90%|████████▉ | 2194/2439 [43:47<05:12,  1.28s/it]
Training 3/3 epoch (loss 0.0919):  90%|████████▉ | 2194/2439 [43:48<05:12,  1.28s/it]
Training 3/3 epoch (loss 0.0919):  90%|████████▉ | 2195/2439 [43:48<04:57,  1.22s/it]
Training 3/3 epoch (loss 0.1238):  90%|████████▉ | 2195/2439 [43:49<04:57,  1.22s/it]
Training 3/3 epoch (loss 0.1238):  90%|█████████ | 2196/2439 [43:49<04:48,  1.19s/it]
Training 3/3 epoch (loss 0.1350):  90%|█████████ | 2196/2439 [43:50<04:48,  1.19s/it]
Training 3/3 epoch (loss 0.1350):  90%|█████████ | 2197/2439 [43:50<05:03,  1.26s/it]
Training 3/3 epoch (loss 0.1211):  90%|█████████ | 2197/2439 [43:52<05:03,  1.26s/it]
Training 3/3 epoch (loss 0.1211):  90%|█████████ | 2198/2439 [43:52<04:53,  1.22s/it]
Training 3/3 epoch (loss 0.1465):  90%|█████████ | 2198/2439 [43:53<04:53,  1.22s/it]
Training 3/3 epoch (loss 0.1465):  90%|█████████ | 2199/2439 [43:53<04:35,  1.15s/it]
Training 3/3 epoch (loss 0.1403):  90%|█████████ | 2199/2439 [43:54<04:35,  1.15s/it]
Training 3/3 epoch (loss 0.1403):  90%|█████████ | 2200/2439 [43:54<05:04,  1.27s/it]
Training 3/3 epoch (loss 0.1403):  90%|█████████ | 2200/2439 [43:56<05:04,  1.27s/it]
Training 3/3 epoch (loss 0.1403):  90%|█████████ | 2201/2439 [43:56<05:07,  1.29s/it]
Training 3/3 epoch (loss 0.1061):  90%|█████████ | 2201/2439 [43:56<05:07,  1.29s/it]
Training 3/3 epoch (loss 0.1061):  90%|█████████ | 2202/2439 [43:56<04:43,  1.20s/it]
Training 3/3 epoch (loss 0.1488):  90%|█████████ | 2202/2439 [43:58<04:43,  1.20s/it]
Training 3/3 epoch (loss 0.1488):  90%|█████████ | 2203/2439 [43:58<04:57,  1.26s/it]
Training 3/3 epoch (loss 0.0745):  90%|█████████ | 2203/2439 [43:59<04:57,  1.26s/it]
Training 3/3 epoch (loss 0.0745):  90%|█████████ | 2204/2439 [43:59<04:55,  1.26s/it]
Training 3/3 epoch (loss 0.1460):  90%|█████████ | 2204/2439 [44:00<04:55,  1.26s/it]
Training 3/3 epoch (loss 0.1460):  90%|█████████ | 2205/2439 [44:00<04:51,  1.25s/it]
Training 3/3 epoch (loss 0.1347):  90%|█████████ | 2205/2439 [44:02<04:51,  1.25s/it]
Training 3/3 epoch (loss 0.1347):  90%|█████████ | 2206/2439 [44:02<05:13,  1.35s/it]
Training 3/3 epoch (loss 0.1142):  90%|█████████ | 2206/2439 [44:03<05:13,  1.35s/it]
Training 3/3 epoch (loss 0.1142):  90%|█████████ | 2207/2439 [44:03<04:51,  1.26s/it]
Training 3/3 epoch (loss 0.1000):  90%|█████████ | 2207/2439 [44:04<04:51,  1.26s/it]
Training 3/3 epoch (loss 0.1000):  91%|█████████ | 2208/2439 [44:04<04:39,  1.21s/it]
Training 3/3 epoch (loss 0.1233):  91%|█████████ | 2208/2439 [44:05<04:39,  1.21s/it]
Training 3/3 epoch (loss 0.1233):  91%|█████████ | 2209/2439 [44:05<04:27,  1.16s/it]
Training 3/3 epoch (loss 0.1694):  91%|█████████ | 2209/2439 [44:06<04:27,  1.16s/it]
Training 3/3 epoch (loss 0.1694):  91%|█████████ | 2210/2439 [44:06<04:26,  1.16s/it]
Training 3/3 epoch (loss 0.0519):  91%|█████████ | 2210/2439 [44:07<04:26,  1.16s/it]
Training 3/3 epoch (loss 0.0519):  91%|█████████ | 2211/2439 [44:07<04:08,  1.09s/it]
Training 3/3 epoch (loss 0.1275):  91%|█████████ | 2211/2439 [44:08<04:08,  1.09s/it]
Training 3/3 epoch (loss 0.1275):  91%|█████████ | 2212/2439 [44:08<03:56,  1.04s/it]
Training 3/3 epoch (loss 0.1478):  91%|█████████ | 2212/2439 [44:09<03:56,  1.04s/it]
Training 3/3 epoch (loss 0.1478):  91%|█████████ | 2213/2439 [44:09<04:07,  1.09s/it]
Training 3/3 epoch (loss 0.1237):  91%|█████████ | 2213/2439 [44:10<04:07,  1.09s/it]
Training 3/3 epoch (loss 0.1237):  91%|█████████ | 2214/2439 [44:10<04:00,  1.07s/it]
Training 3/3 epoch (loss 0.1160):  91%|█████████ | 2214/2439 [44:11<04:00,  1.07s/it]
Training 3/3 epoch (loss 0.1160):  91%|█████████ | 2215/2439 [44:11<03:58,  1.06s/it]
Training 3/3 epoch (loss 0.0828):  91%|█████████ | 2215/2439 [44:12<03:58,  1.06s/it]
Training 3/3 epoch (loss 0.0828):  91%|█████████ | 2216/2439 [44:12<03:52,  1.04s/it]
Training 3/3 epoch (loss 0.1338):  91%|█████████ | 2216/2439 [44:14<03:52,  1.04s/it]
Training 3/3 epoch (loss 0.1338):  91%|█████████ | 2217/2439 [44:14<04:13,  1.14s/it]
Training 3/3 epoch (loss 0.0698):  91%|█████████ | 2217/2439 [44:15<04:13,  1.14s/it]
Training 3/3 epoch (loss 0.0698):  91%|█████████ | 2218/2439 [44:15<04:13,  1.15s/it]
Training 3/3 epoch (loss 0.1198):  91%|█████████ | 2218/2439 [44:16<04:13,  1.15s/it]
Training 3/3 epoch (loss 0.1198):  91%|█████████ | 2219/2439 [44:16<04:08,  1.13s/it]
Training 3/3 epoch (loss 0.1120):  91%|█████████ | 2219/2439 [44:17<04:08,  1.13s/it]
Training 3/3 epoch (loss 0.1120):  91%|█████████ | 2220/2439 [44:17<04:25,  1.21s/it]
Training 3/3 epoch (loss 0.0730):  91%|█████████ | 2220/2439 [44:18<04:25,  1.21s/it]
Training 3/3 epoch (loss 0.0730):  91%|█████████ | 2221/2439 [44:18<03:59,  1.10s/it]
Training 3/3 epoch (loss 0.0896):  91%|█████████ | 2221/2439 [44:19<03:59,  1.10s/it]
Training 3/3 epoch (loss 0.0896):  91%|█████████ | 2222/2439 [44:19<04:03,  1.12s/it]
Training 3/3 epoch (loss 0.1973):  91%|█████████ | 2222/2439 [44:21<04:03,  1.12s/it]
Training 3/3 epoch (loss 0.1973):  91%|█████████ | 2223/2439 [44:21<04:21,  1.21s/it]
Training 3/3 epoch (loss 0.0711):  91%|█████████ | 2223/2439 [44:22<04:21,  1.21s/it]
Training 3/3 epoch (loss 0.0711):  91%|█████████ | 2224/2439 [44:22<04:35,  1.28s/it]
Training 3/3 epoch (loss 0.0688):  91%|█████████ | 2224/2439 [44:24<04:35,  1.28s/it]
Training 3/3 epoch (loss 0.0688):  91%|█████████ | 2225/2439 [44:24<04:29,  1.26s/it]
Training 3/3 epoch (loss 0.1032):  91%|█████████ | 2225/2439 [44:25<04:29,  1.26s/it]
Training 3/3 epoch (loss 0.1032):  91%|█████████▏| 2226/2439 [44:25<04:14,  1.19s/it]
Training 3/3 epoch (loss 0.0981):  91%|█████████▏| 2226/2439 [44:26<04:14,  1.19s/it]
Training 3/3 epoch (loss 0.0981):  91%|█████████▏| 2227/2439 [44:26<04:17,  1.22s/it]
Training 3/3 epoch (loss 0.0824):  91%|█████████▏| 2227/2439 [44:27<04:17,  1.22s/it]
Training 3/3 epoch (loss 0.0824):  91%|█████████▏| 2228/2439 [44:27<04:04,  1.16s/it]
Training 3/3 epoch (loss 0.1745):  91%|█████████▏| 2228/2439 [44:28<04:04,  1.16s/it]
Training 3/3 epoch (loss 0.1745):  91%|█████████▏| 2229/2439 [44:28<04:02,  1.15s/it]
Training 3/3 epoch (loss 0.1841):  91%|█████████▏| 2229/2439 [44:29<04:02,  1.15s/it]
Training 3/3 epoch (loss 0.1841):  91%|█████████▏| 2230/2439 [44:29<03:59,  1.15s/it]
Training 3/3 epoch (loss 0.1230):  91%|█████████▏| 2230/2439 [44:30<03:59,  1.15s/it]
Training 3/3 epoch (loss 0.1230):  91%|█████████▏| 2231/2439 [44:30<03:57,  1.14s/it]
Training 3/3 epoch (loss 0.0616):  91%|█████████▏| 2231/2439 [44:31<03:57,  1.14s/it]
Training 3/3 epoch (loss 0.0616):  92%|█████████▏| 2232/2439 [44:31<03:56,  1.14s/it]
Training 3/3 epoch (loss 0.1222):  92%|█████████▏| 2232/2439 [44:33<03:56,  1.14s/it]
Training 3/3 epoch (loss 0.1222):  92%|█████████▏| 2233/2439 [44:33<04:13,  1.23s/it]
Training 3/3 epoch (loss 0.0790):  92%|█████████▏| 2233/2439 [44:34<04:13,  1.23s/it]
Training 3/3 epoch (loss 0.0790):  92%|█████████▏| 2234/2439 [44:34<03:58,  1.16s/it]
Training 3/3 epoch (loss 0.1087):  92%|█████████▏| 2234/2439 [44:35<03:58,  1.16s/it]
Training 3/3 epoch (loss 0.1087):  92%|█████████▏| 2235/2439 [44:35<04:00,  1.18s/it]
Training 3/3 epoch (loss 0.0769):  92%|█████████▏| 2235/2439 [44:36<04:00,  1.18s/it]
Training 3/3 epoch (loss 0.0769):  92%|█████████▏| 2236/2439 [44:36<03:52,  1.15s/it]
Training 3/3 epoch (loss 0.0958):  92%|█████████▏| 2236/2439 [44:37<03:52,  1.15s/it]
Training 3/3 epoch (loss 0.0958):  92%|█████████▏| 2237/2439 [44:37<03:34,  1.06s/it]
Training 3/3 epoch (loss 0.1041):  92%|█████████▏| 2237/2439 [44:38<03:34,  1.06s/it]
Training 3/3 epoch (loss 0.1041):  92%|█████████▏| 2238/2439 [44:38<03:38,  1.09s/it]
Training 3/3 epoch (loss 0.1190):  92%|█████████▏| 2238/2439 [44:40<03:38,  1.09s/it]
Training 3/3 epoch (loss 0.1190):  92%|█████████▏| 2239/2439 [44:40<04:22,  1.31s/it]
Training 3/3 epoch (loss 0.0593):  92%|█████████▏| 2239/2439 [44:41<04:22,  1.31s/it]
Training 3/3 epoch (loss 0.0593):  92%|█████████▏| 2240/2439 [44:41<04:14,  1.28s/it]
Training 3/3 epoch (loss 0.0793):  92%|█████████▏| 2240/2439 [44:42<04:14,  1.28s/it]
Training 3/3 epoch (loss 0.0793):  92%|█████████▏| 2241/2439 [44:42<04:00,  1.21s/it]
Training 3/3 epoch (loss 0.0940):  92%|█████████▏| 2241/2439 [44:43<04:00,  1.21s/it]
Training 3/3 epoch (loss 0.0940):  92%|█████████▏| 2242/2439 [44:43<03:46,  1.15s/it]
Training 3/3 epoch (loss 0.0861):  92%|█████████▏| 2242/2439 [44:44<03:46,  1.15s/it]
Training 3/3 epoch (loss 0.0861):  92%|█████████▏| 2243/2439 [44:44<03:39,  1.12s/it]
Training 3/3 epoch (loss 0.0991):  92%|█████████▏| 2243/2439 [44:45<03:39,  1.12s/it]
Training 3/3 epoch (loss 0.0991):  92%|█████████▏| 2244/2439 [44:45<03:37,  1.11s/it]
Training 3/3 epoch (loss 0.1797):  92%|█████████▏| 2244/2439 [44:47<03:37,  1.11s/it]
Training 3/3 epoch (loss 0.1797):  92%|█████████▏| 2245/2439 [44:47<03:43,  1.15s/it]
Training 3/3 epoch (loss 0.0799):  92%|█████████▏| 2245/2439 [44:47<03:43,  1.15s/it]
Training 3/3 epoch (loss 0.0799):  92%|█████████▏| 2246/2439 [44:47<03:22,  1.05s/it]
Training 3/3 epoch (loss 0.1152):  92%|█████████▏| 2246/2439 [44:48<03:22,  1.05s/it]
Training 3/3 epoch (loss 0.1152):  92%|█████████▏| 2247/2439 [44:48<03:20,  1.04s/it]
Training 3/3 epoch (loss 0.0865):  92%|█████████▏| 2247/2439 [44:49<03:20,  1.04s/it]
Training 3/3 epoch (loss 0.0865):  92%|█████████▏| 2248/2439 [44:49<03:15,  1.02s/it]
Training 3/3 epoch (loss 0.1198):  92%|█████████▏| 2248/2439 [44:51<03:15,  1.02s/it]
Training 3/3 epoch (loss 0.1198):  92%|█████████▏| 2249/2439 [44:51<03:17,  1.04s/it]
Training 3/3 epoch (loss 0.1095):  92%|█████████▏| 2249/2439 [44:52<03:17,  1.04s/it]
Training 3/3 epoch (loss 0.1095):  92%|█████████▏| 2250/2439 [44:52<03:17,  1.04s/it]
Training 3/3 epoch (loss 0.1150):  92%|█████████▏| 2250/2439 [44:53<03:17,  1.04s/it]
Training 3/3 epoch (loss 0.1150):  92%|█████████▏| 2251/2439 [44:53<03:17,  1.05s/it]
Training 3/3 epoch (loss 0.2136):  92%|█████████▏| 2251/2439 [44:54<03:17,  1.05s/it]
Training 3/3 epoch (loss 0.2136):  92%|█████████▏| 2252/2439 [44:54<03:53,  1.25s/it]
Training 3/3 epoch (loss 0.1390):  92%|█████████▏| 2252/2439 [44:56<03:53,  1.25s/it]
Training 3/3 epoch (loss 0.1390):  92%|█████████▏| 2253/2439 [44:56<04:11,  1.35s/it]
Training 3/3 epoch (loss 0.1487):  92%|█████████▏| 2253/2439 [44:57<04:11,  1.35s/it]
Training 3/3 epoch (loss 0.1487):  92%|█████████▏| 2254/2439 [44:57<04:10,  1.35s/it]
Training 3/3 epoch (loss 0.1483):  92%|█████████▏| 2254/2439 [44:58<04:10,  1.35s/it]
Training 3/3 epoch (loss 0.1483):  92%|█████████▏| 2255/2439 [44:58<03:52,  1.26s/it]
Training 3/3 epoch (loss 0.1199):  92%|█████████▏| 2255/2439 [45:00<03:52,  1.26s/it]
Training 3/3 epoch (loss 0.1199):  92%|█████████▏| 2256/2439 [45:00<03:47,  1.24s/it]
Training 3/3 epoch (loss 0.1074):  92%|█████████▏| 2256/2439 [45:01<03:47,  1.24s/it]
Training 3/3 epoch (loss 0.1074):  93%|█████████▎| 2257/2439 [45:01<03:52,  1.28s/it]
Training 3/3 epoch (loss 0.1028):  93%|█████████▎| 2257/2439 [45:02<03:52,  1.28s/it]
Training 3/3 epoch (loss 0.1028):  93%|█████████▎| 2258/2439 [45:02<03:52,  1.29s/it]
Training 3/3 epoch (loss 0.1211):  93%|█████████▎| 2258/2439 [45:03<03:52,  1.29s/it]
Training 3/3 epoch (loss 0.1211):  93%|█████████▎| 2259/2439 [45:03<03:39,  1.22s/it]
Training 3/3 epoch (loss 0.1710):  93%|█████████▎| 2259/2439 [45:05<03:39,  1.22s/it]
Training 3/3 epoch (loss 0.1710):  93%|█████████▎| 2260/2439 [45:05<03:50,  1.29s/it]
Training 3/3 epoch (loss 0.0996):  93%|█████████▎| 2260/2439 [45:06<03:50,  1.29s/it]
Training 3/3 epoch (loss 0.0996):  93%|█████████▎| 2261/2439 [45:06<03:40,  1.24s/it]
Training 3/3 epoch (loss 0.1376):  93%|█████████▎| 2261/2439 [45:07<03:40,  1.24s/it]
Training 3/3 epoch (loss 0.1376):  93%|█████████▎| 2262/2439 [45:07<03:34,  1.21s/it]
Training 3/3 epoch (loss 0.1528):  93%|█████████▎| 2262/2439 [45:08<03:34,  1.21s/it]
Training 3/3 epoch (loss 0.1528):  93%|█████████▎| 2263/2439 [45:08<03:30,  1.19s/it]
Training 3/3 epoch (loss 0.1301):  93%|█████████▎| 2263/2439 [45:09<03:30,  1.19s/it]
Training 3/3 epoch (loss 0.1301):  93%|█████████▎| 2264/2439 [45:09<03:32,  1.22s/it]
Training 3/3 epoch (loss 0.2914):  93%|█████████▎| 2264/2439 [45:11<03:32,  1.22s/it]
Training 3/3 epoch (loss 0.2914):  93%|█████████▎| 2265/2439 [45:11<03:41,  1.27s/it]
Training 3/3 epoch (loss 0.1256):  93%|█████████▎| 2265/2439 [45:12<03:41,  1.27s/it]
Training 3/3 epoch (loss 0.1256):  93%|█████████▎| 2266/2439 [45:12<03:23,  1.18s/it]
Training 3/3 epoch (loss 0.0902):  93%|█████████▎| 2266/2439 [45:13<03:23,  1.18s/it]
Training 3/3 epoch (loss 0.0902):  93%|█████████▎| 2267/2439 [45:13<03:16,  1.14s/it]
Training 3/3 epoch (loss 0.1118):  93%|█████████▎| 2267/2439 [45:14<03:16,  1.14s/it]
Training 3/3 epoch (loss 0.1118):  93%|█████████▎| 2268/2439 [45:14<03:18,  1.16s/it]
Training 3/3 epoch (loss 0.0848):  93%|█████████▎| 2268/2439 [45:15<03:18,  1.16s/it]
Training 3/3 epoch (loss 0.0848):  93%|█████████▎| 2269/2439 [45:15<03:02,  1.07s/it]
Training 3/3 epoch (loss 0.1515):  93%|█████████▎| 2269/2439 [45:16<03:02,  1.07s/it]
Training 3/3 epoch (loss 0.1515):  93%|█████████▎| 2270/2439 [45:16<02:59,  1.06s/it]
Training 3/3 epoch (loss 0.1263):  93%|█████████▎| 2270/2439 [45:17<02:59,  1.06s/it]
Training 3/3 epoch (loss 0.1263):  93%|█████████▎| 2271/2439 [45:17<02:59,  1.07s/it]
Training 3/3 epoch (loss 0.1340):  93%|█████████▎| 2271/2439 [45:18<02:59,  1.07s/it]
Training 3/3 epoch (loss 0.1340):  93%|█████████▎| 2272/2439 [45:18<02:55,  1.05s/it]
Training 3/3 epoch (loss 0.1118):  93%|█████████▎| 2272/2439 [45:19<02:55,  1.05s/it]
Training 3/3 epoch (loss 0.1118):  93%|█████████▎| 2273/2439 [45:19<03:01,  1.09s/it]
Training 3/3 epoch (loss 0.1515):  93%|█████████▎| 2273/2439 [45:21<03:01,  1.09s/it]
Training 3/3 epoch (loss 0.1515):  93%|█████████▎| 2274/2439 [45:21<03:21,  1.22s/it]
Training 3/3 epoch (loss 0.1032):  93%|█████████▎| 2274/2439 [45:22<03:21,  1.22s/it]
Training 3/3 epoch (loss 0.1032):  93%|█████████▎| 2275/2439 [45:22<03:16,  1.20s/it]
Training 3/3 epoch (loss 0.1896):  93%|█████████▎| 2275/2439 [45:23<03:16,  1.20s/it]
Training 3/3 epoch (loss 0.1896):  93%|█████████▎| 2276/2439 [45:23<03:25,  1.26s/it]
Training 3/3 epoch (loss 0.1563):  93%|█████████▎| 2276/2439 [45:25<03:25,  1.26s/it]
Training 3/3 epoch (loss 0.1563):  93%|█████████▎| 2277/2439 [45:25<04:08,  1.53s/it]
Training 3/3 epoch (loss 0.1036):  93%|█████████▎| 2277/2439 [45:26<04:08,  1.53s/it]
Training 3/3 epoch (loss 0.1036):  93%|█████████▎| 2278/2439 [45:26<03:31,  1.32s/it]
Training 3/3 epoch (loss 0.1054):  93%|█████████▎| 2278/2439 [45:27<03:31,  1.32s/it]
Training 3/3 epoch (loss 0.1054):  93%|█████████▎| 2279/2439 [45:27<03:18,  1.24s/it]
Training 3/3 epoch (loss 0.1329):  93%|█████████▎| 2279/2439 [45:29<03:18,  1.24s/it]
Training 3/3 epoch (loss 0.1329):  93%|█████████▎| 2280/2439 [45:29<03:31,  1.33s/it]
Training 3/3 epoch (loss 0.1219):  93%|█████████▎| 2280/2439 [45:30<03:31,  1.33s/it]
Training 3/3 epoch (loss 0.1219):  94%|█████████▎| 2281/2439 [45:30<03:14,  1.23s/it]
Training 3/3 epoch (loss 0.0876):  94%|█████████▎| 2281/2439 [45:31<03:14,  1.23s/it]
Training 3/3 epoch (loss 0.0876):  94%|█████████▎| 2282/2439 [45:31<03:06,  1.19s/it]
Training 3/3 epoch (loss 0.1311):  94%|█████████▎| 2282/2439 [45:32<03:06,  1.19s/it]
Training 3/3 epoch (loss 0.1311):  94%|█████████▎| 2283/2439 [45:32<03:02,  1.17s/it]
Training 3/3 epoch (loss 0.1186):  94%|█████████▎| 2283/2439 [45:33<03:02,  1.17s/it]
Training 3/3 epoch (loss 0.1186):  94%|█████████▎| 2284/2439 [45:33<02:55,  1.13s/it]
Training 3/3 epoch (loss 0.0796):  94%|█████████▎| 2284/2439 [45:34<02:55,  1.13s/it]
Training 3/3 epoch (loss 0.0796):  94%|█████████▎| 2285/2439 [45:34<02:55,  1.14s/it]
Training 3/3 epoch (loss 0.0541):  94%|█████████▎| 2285/2439 [45:35<02:55,  1.14s/it]
Training 3/3 epoch (loss 0.0541):  94%|█████████▎| 2286/2439 [45:35<02:49,  1.11s/it]
Training 3/3 epoch (loss 0.1217):  94%|█████████▎| 2286/2439 [45:37<02:49,  1.11s/it]
Training 3/3 epoch (loss 0.1217):  94%|█████████▍| 2287/2439 [45:37<02:52,  1.14s/it]
Training 3/3 epoch (loss 0.1543):  94%|█████████▍| 2287/2439 [45:38<02:52,  1.14s/it]
Training 3/3 epoch (loss 0.1543):  94%|█████████▍| 2288/2439 [45:38<02:59,  1.19s/it]
Training 3/3 epoch (loss 0.1205):  94%|█████████▍| 2288/2439 [45:39<02:59,  1.19s/it]
Training 3/3 epoch (loss 0.1205):  94%|█████████▍| 2289/2439 [45:39<03:12,  1.28s/it]
Training 3/3 epoch (loss 0.1135):  94%|█████████▍| 2289/2439 [45:41<03:12,  1.28s/it]
Training 3/3 epoch (loss 0.1135):  94%|█████████▍| 2290/2439 [45:41<03:29,  1.40s/it]
Training 3/3 epoch (loss 0.0894):  94%|█████████▍| 2290/2439 [45:42<03:29,  1.40s/it]
Training 3/3 epoch (loss 0.0894):  94%|█████████▍| 2291/2439 [45:42<03:23,  1.37s/it]
Training 3/3 epoch (loss 0.1323):  94%|█████████▍| 2291/2439 [45:43<03:23,  1.37s/it]
Training 3/3 epoch (loss 0.1323):  94%|█████████▍| 2292/2439 [45:43<03:06,  1.27s/it]
Training 3/3 epoch (loss 0.1139):  94%|█████████▍| 2292/2439 [45:45<03:06,  1.27s/it]
Training 3/3 epoch (loss 0.1139):  94%|█████████▍| 2293/2439 [45:45<03:01,  1.24s/it]
Training 3/3 epoch (loss 0.1066):  94%|█████████▍| 2293/2439 [45:45<03:01,  1.24s/it]
Training 3/3 epoch (loss 0.1066):  94%|█████████▍| 2294/2439 [45:45<02:45,  1.14s/it]
Training 3/3 epoch (loss 0.1737):  94%|█████████▍| 2294/2439 [45:47<02:45,  1.14s/it]
Training 3/3 epoch (loss 0.1737):  94%|█████████▍| 2295/2439 [45:47<02:45,  1.15s/it]
Training 3/3 epoch (loss 0.1110):  94%|█████████▍| 2295/2439 [45:48<02:45,  1.15s/it]
Training 3/3 epoch (loss 0.1110):  94%|█████████▍| 2296/2439 [45:48<03:10,  1.33s/it]
Training 3/3 epoch (loss 0.1958):  94%|█████████▍| 2296/2439 [45:50<03:10,  1.33s/it]
Training 3/3 epoch (loss 0.1958):  94%|█████████▍| 2297/2439 [45:50<03:20,  1.41s/it]
Training 3/3 epoch (loss 0.0934):  94%|█████████▍| 2297/2439 [45:51<03:20,  1.41s/it]
Training 3/3 epoch (loss 0.0934):  94%|█████████▍| 2298/2439 [45:51<03:04,  1.31s/it]
Training 3/3 epoch (loss 0.1438):  94%|█████████▍| 2298/2439 [45:52<03:04,  1.31s/it]
Training 3/3 epoch (loss 0.1438):  94%|█████████▍| 2299/2439 [45:52<03:07,  1.34s/it]
Training 3/3 epoch (loss 0.0674):  94%|█████████▍| 2299/2439 [45:54<03:07,  1.34s/it]
Training 3/3 epoch (loss 0.0674):  94%|█████████▍| 2300/2439 [45:54<02:55,  1.26s/it]
Training 3/3 epoch (loss 0.0913):  94%|█████████▍| 2300/2439 [45:55<02:55,  1.26s/it]
Training 3/3 epoch (loss 0.0913):  94%|█████████▍| 2301/2439 [45:55<02:41,  1.17s/it]
Training 3/3 epoch (loss 0.1217):  94%|█████████▍| 2301/2439 [45:56<02:41,  1.17s/it]
Training 3/3 epoch (loss 0.1217):  94%|█████████▍| 2302/2439 [45:56<02:34,  1.13s/it]
Training 3/3 epoch (loss 0.1160):  94%|█████████▍| 2302/2439 [45:57<02:34,  1.13s/it]
Training 3/3 epoch (loss 0.1160):  94%|█████████▍| 2303/2439 [45:57<02:39,  1.17s/it]
Training 3/3 epoch (loss 0.1343):  94%|█████████▍| 2303/2439 [45:58<02:39,  1.17s/it]
Training 3/3 epoch (loss 0.1343):  94%|█████████▍| 2304/2439 [45:58<02:33,  1.14s/it]
Training 3/3 epoch (loss 0.2004):  94%|█████████▍| 2304/2439 [45:59<02:33,  1.14s/it]
Training 3/3 epoch (loss 0.2004):  95%|█████████▍| 2305/2439 [45:59<02:50,  1.27s/it]
Training 3/3 epoch (loss 0.0922):  95%|█████████▍| 2305/2439 [46:00<02:50,  1.27s/it]
Training 3/3 epoch (loss 0.0922):  95%|█████████▍| 2306/2439 [46:00<02:36,  1.18s/it]
Training 3/3 epoch (loss 0.0937):  95%|█████████▍| 2306/2439 [46:02<02:36,  1.18s/it]
Training 3/3 epoch (loss 0.0937):  95%|█████████▍| 2307/2439 [46:02<02:32,  1.16s/it]
Training 3/3 epoch (loss 0.1344):  95%|█████████▍| 2307/2439 [46:03<02:32,  1.16s/it]
Training 3/3 epoch (loss 0.1344):  95%|█████████▍| 2308/2439 [46:03<02:32,  1.17s/it]
Training 3/3 epoch (loss 0.1315):  95%|█████████▍| 2308/2439 [46:04<02:32,  1.17s/it]
Training 3/3 epoch (loss 0.1315):  95%|█████████▍| 2309/2439 [46:04<02:29,  1.15s/it]
Training 3/3 epoch (loss 0.0971):  95%|█████████▍| 2309/2439 [46:05<02:29,  1.15s/it]
Training 3/3 epoch (loss 0.0971):  95%|█████████▍| 2310/2439 [46:05<02:31,  1.17s/it]
Training 3/3 epoch (loss 0.1134):  95%|█████████▍| 2310/2439 [46:06<02:31,  1.17s/it]
Training 3/3 epoch (loss 0.1134):  95%|█████████▍| 2311/2439 [46:06<02:25,  1.14s/it]
Training 3/3 epoch (loss 0.0860):  95%|█████████▍| 2311/2439 [46:07<02:25,  1.14s/it]
Training 3/3 epoch (loss 0.0860):  95%|█████████▍| 2312/2439 [46:07<02:30,  1.18s/it]
Training 3/3 epoch (loss 0.1532):  95%|█████████▍| 2312/2439 [46:09<02:30,  1.18s/it]
Training 3/3 epoch (loss 0.1532):  95%|█████████▍| 2313/2439 [46:09<02:32,  1.21s/it]
Training 3/3 epoch (loss 0.1006):  95%|█████████▍| 2313/2439 [46:10<02:32,  1.21s/it]
Training 3/3 epoch (loss 0.1006):  95%|█████████▍| 2314/2439 [46:10<02:26,  1.17s/it]
Training 3/3 epoch (loss 0.1265):  95%|█████████▍| 2314/2439 [46:11<02:26,  1.17s/it]
Training 3/3 epoch (loss 0.1265):  95%|█████████▍| 2315/2439 [46:11<02:29,  1.21s/it]
Training 3/3 epoch (loss 0.1173):  95%|█████████▍| 2315/2439 [46:12<02:29,  1.21s/it]
Training 3/3 epoch (loss 0.1173):  95%|█████████▍| 2316/2439 [46:12<02:19,  1.13s/it]
Training 3/3 epoch (loss 0.1145):  95%|█████████▍| 2316/2439 [46:13<02:19,  1.13s/it]
Training 3/3 epoch (loss 0.1145):  95%|█████████▍| 2317/2439 [46:13<02:17,  1.12s/it]
Training 3/3 epoch (loss 0.1284):  95%|█████████▍| 2317/2439 [46:14<02:17,  1.12s/it]
Training 3/3 epoch (loss 0.1284):  95%|█████████▌| 2318/2439 [46:14<02:16,  1.13s/it]
Training 3/3 epoch (loss 0.1205):  95%|█████████▌| 2318/2439 [46:16<02:16,  1.13s/it]
Training 3/3 epoch (loss 0.1205):  95%|█████████▌| 2319/2439 [46:16<02:25,  1.22s/it]
Training 3/3 epoch (loss 0.0966):  95%|█████████▌| 2319/2439 [46:17<02:25,  1.22s/it]
Training 3/3 epoch (loss 0.0966):  95%|█████████▌| 2320/2439 [46:17<02:19,  1.17s/it]
Training 3/3 epoch (loss 0.1163):  95%|█████████▌| 2320/2439 [46:18<02:19,  1.17s/it]
Training 3/3 epoch (loss 0.1163):  95%|█████████▌| 2321/2439 [46:18<02:13,  1.13s/it]
Training 3/3 epoch (loss 0.1212):  95%|█████████▌| 2321/2439 [46:19<02:13,  1.13s/it]
Training 3/3 epoch (loss 0.1212):  95%|█████████▌| 2322/2439 [46:19<02:05,  1.07s/it]
Training 3/3 epoch (loss 0.1551):  95%|█████████▌| 2322/2439 [46:20<02:05,  1.07s/it]
Training 3/3 epoch (loss 0.1551):  95%|█████████▌| 2323/2439 [46:20<02:09,  1.11s/it]
Training 3/3 epoch (loss 0.1804):  95%|█████████▌| 2323/2439 [46:22<02:09,  1.11s/it]
Training 3/3 epoch (loss 0.1804):  95%|█████████▌| 2324/2439 [46:22<02:24,  1.26s/it]
Training 3/3 epoch (loss 0.1671):  95%|█████████▌| 2324/2439 [46:23<02:24,  1.26s/it]
Training 3/3 epoch (loss 0.1671):  95%|█████████▌| 2325/2439 [46:23<02:39,  1.40s/it]
Training 3/3 epoch (loss 0.1608):  95%|█████████▌| 2325/2439 [46:24<02:39,  1.40s/it]
Training 3/3 epoch (loss 0.1608):  95%|█████████▌| 2326/2439 [46:24<02:28,  1.32s/it]
Training 3/3 epoch (loss 0.2064):  95%|█████████▌| 2326/2439 [46:25<02:28,  1.32s/it]
Training 3/3 epoch (loss 0.2064):  95%|█████████▌| 2327/2439 [46:25<02:21,  1.26s/it]
Training 3/3 epoch (loss 0.1163):  95%|█████████▌| 2327/2439 [46:27<02:21,  1.26s/it]
Training 3/3 epoch (loss 0.1163):  95%|█████████▌| 2328/2439 [46:27<02:21,  1.28s/it]
Training 3/3 epoch (loss 0.1671):  95%|█████████▌| 2328/2439 [46:29<02:21,  1.28s/it]
Training 3/3 epoch (loss 0.1671):  95%|█████████▌| 2329/2439 [46:29<02:35,  1.42s/it]
Training 3/3 epoch (loss 0.1251):  95%|█████████▌| 2329/2439 [46:30<02:35,  1.42s/it]
Training 3/3 epoch (loss 0.1251):  96%|█████████▌| 2330/2439 [46:30<02:22,  1.30s/it]
Training 3/3 epoch (loss 0.0836):  96%|█████████▌| 2330/2439 [46:31<02:22,  1.30s/it]
Training 3/3 epoch (loss 0.0836):  96%|█████████▌| 2331/2439 [46:31<02:09,  1.20s/it]
Training 3/3 epoch (loss 0.1910):  96%|█████████▌| 2331/2439 [46:32<02:09,  1.20s/it]
Training 3/3 epoch (loss 0.1910):  96%|█████████▌| 2332/2439 [46:32<02:08,  1.20s/it]
Training 3/3 epoch (loss 0.0593):  96%|█████████▌| 2332/2439 [46:33<02:08,  1.20s/it]
Training 3/3 epoch (loss 0.0593):  96%|█████████▌| 2333/2439 [46:33<01:55,  1.09s/it]
Training 3/3 epoch (loss 0.1135):  96%|█████████▌| 2333/2439 [46:34<01:55,  1.09s/it]
Training 3/3 epoch (loss 0.1135):  96%|█████████▌| 2334/2439 [46:34<01:55,  1.10s/it]
Training 3/3 epoch (loss 0.1067):  96%|█████████▌| 2334/2439 [46:35<01:55,  1.10s/it]
Training 3/3 epoch (loss 0.1067):  96%|█████████▌| 2335/2439 [46:35<02:03,  1.19s/it]
Training 3/3 epoch (loss 0.0579):  96%|█████████▌| 2335/2439 [46:36<02:03,  1.19s/it]
Training 3/3 epoch (loss 0.0579):  96%|█████████▌| 2336/2439 [46:36<01:58,  1.15s/it]
Training 3/3 epoch (loss 0.1205):  96%|█████████▌| 2336/2439 [46:37<01:58,  1.15s/it]
Training 3/3 epoch (loss 0.1205):  96%|█████████▌| 2337/2439 [46:37<01:58,  1.16s/it]
Training 3/3 epoch (loss 0.1184):  96%|█████████▌| 2337/2439 [46:38<01:58,  1.16s/it]
Training 3/3 epoch (loss 0.1184):  96%|█████████▌| 2338/2439 [46:38<01:49,  1.09s/it]
Training 3/3 epoch (loss 0.1150):  96%|█████████▌| 2338/2439 [46:39<01:49,  1.09s/it]
Training 3/3 epoch (loss 0.1150):  96%|█████████▌| 2339/2439 [46:39<01:52,  1.12s/it]
Training 3/3 epoch (loss 0.1311):  96%|█████████▌| 2339/2439 [46:42<01:52,  1.12s/it]
Training 3/3 epoch (loss 0.1311):  96%|█████████▌| 2340/2439 [46:42<02:27,  1.49s/it]
Training 3/3 epoch (loss 0.1240):  96%|█████████▌| 2340/2439 [46:43<02:27,  1.49s/it]
Training 3/3 epoch (loss 0.1240):  96%|█████████▌| 2341/2439 [46:43<02:12,  1.35s/it]
Training 3/3 epoch (loss 0.0962):  96%|█████████▌| 2341/2439 [46:44<02:12,  1.35s/it]
Training 3/3 epoch (loss 0.0962):  96%|█████████▌| 2342/2439 [46:44<02:03,  1.28s/it]
Training 3/3 epoch (loss 0.0704):  96%|█████████▌| 2342/2439 [46:45<02:03,  1.28s/it]
Training 3/3 epoch (loss 0.0704):  96%|█████████▌| 2343/2439 [46:45<01:49,  1.14s/it]
Training 3/3 epoch (loss 0.1988):  96%|█████████▌| 2343/2439 [46:46<01:49,  1.14s/it]
Training 3/3 epoch (loss 0.1988):  96%|█████████▌| 2344/2439 [46:46<01:55,  1.21s/it]
Training 3/3 epoch (loss 0.1266):  96%|█████████▌| 2344/2439 [46:47<01:55,  1.21s/it]
Training 3/3 epoch (loss 0.1266):  96%|█████████▌| 2345/2439 [46:47<01:50,  1.18s/it]
Training 3/3 epoch (loss 0.1147):  96%|█████████▌| 2345/2439 [46:49<01:50,  1.18s/it]
Training 3/3 epoch (loss 0.1147):  96%|█████████▌| 2346/2439 [46:49<01:55,  1.24s/it]
Training 3/3 epoch (loss 0.1029):  96%|█████████▌| 2346/2439 [46:50<01:55,  1.24s/it]
Training 3/3 epoch (loss 0.1029):  96%|█████████▌| 2347/2439 [46:50<01:52,  1.22s/it]
Training 3/3 epoch (loss 0.1647):  96%|█████████▌| 2347/2439 [46:51<01:52,  1.22s/it]
Training 3/3 epoch (loss 0.1647):  96%|█████████▋| 2348/2439 [46:51<01:51,  1.23s/it]
Training 3/3 epoch (loss 0.1291):  96%|█████████▋| 2348/2439 [46:52<01:51,  1.23s/it]
Training 3/3 epoch (loss 0.1291):  96%|█████████▋| 2349/2439 [46:52<01:45,  1.18s/it]
Training 3/3 epoch (loss 0.1122):  96%|█████████▋| 2349/2439 [46:54<01:45,  1.18s/it]
Training 3/3 epoch (loss 0.1122):  96%|█████████▋| 2350/2439 [46:54<02:14,  1.51s/it]
Training 3/3 epoch (loss 0.1699):  96%|█████████▋| 2350/2439 [46:55<02:14,  1.51s/it]
Training 3/3 epoch (loss 0.1699):  96%|█████████▋| 2351/2439 [46:55<01:59,  1.36s/it]
Training 3/3 epoch (loss 0.1615):  96%|█████████▋| 2351/2439 [46:57<01:59,  1.36s/it]
Training 3/3 epoch (loss 0.1615):  96%|█████████▋| 2352/2439 [46:57<02:03,  1.41s/it]
Training 3/3 epoch (loss 0.1442):  96%|█████████▋| 2352/2439 [46:58<02:03,  1.41s/it]
Training 3/3 epoch (loss 0.1442):  96%|█████████▋| 2353/2439 [46:58<02:03,  1.44s/it]
Training 3/3 epoch (loss 0.2119):  96%|█████████▋| 2353/2439 [47:01<02:03,  1.44s/it]
Training 3/3 epoch (loss 0.2119):  97%|█████████▋| 2354/2439 [47:01<02:23,  1.68s/it]
Training 3/3 epoch (loss 0.1243):  97%|█████████▋| 2354/2439 [47:02<02:23,  1.68s/it]
Training 3/3 epoch (loss 0.1243):  97%|█████████▋| 2355/2439 [47:02<02:07,  1.52s/it]
Training 3/3 epoch (loss 0.1127):  97%|█████████▋| 2355/2439 [47:03<02:07,  1.52s/it]
Training 3/3 epoch (loss 0.1127):  97%|█████████▋| 2356/2439 [47:03<01:55,  1.39s/it]
Training 3/3 epoch (loss 0.1338):  97%|█████████▋| 2356/2439 [47:04<01:55,  1.39s/it]
Training 3/3 epoch (loss 0.1338):  97%|█████████▋| 2357/2439 [47:04<01:48,  1.32s/it]
Training 3/3 epoch (loss 0.1330):  97%|█████████▋| 2357/2439 [47:05<01:48,  1.32s/it]
Training 3/3 epoch (loss 0.1330):  97%|█████████▋| 2358/2439 [47:05<01:43,  1.28s/it]
Training 3/3 epoch (loss 0.1385):  97%|█████████▋| 2358/2439 [47:06<01:43,  1.28s/it]
Training 3/3 epoch (loss 0.1385):  97%|█████████▋| 2359/2439 [47:06<01:36,  1.21s/it]
Training 3/3 epoch (loss 0.1776):  97%|█████████▋| 2359/2439 [47:08<01:36,  1.21s/it]
Training 3/3 epoch (loss 0.1776):  97%|█████████▋| 2360/2439 [47:08<01:46,  1.34s/it]
Training 3/3 epoch (loss 0.1441):  97%|█████████▋| 2360/2439 [47:09<01:46,  1.34s/it]
Training 3/3 epoch (loss 0.1441):  97%|█████████▋| 2361/2439 [47:09<01:41,  1.30s/it]
Training 3/3 epoch (loss 0.1055):  97%|█████████▋| 2361/2439 [47:10<01:41,  1.30s/it]
Training 3/3 epoch (loss 0.1055):  97%|█████████▋| 2362/2439 [47:10<01:32,  1.20s/it]
Training 3/3 epoch (loss 0.1503):  97%|█████████▋| 2362/2439 [47:12<01:32,  1.20s/it]
Training 3/3 epoch (loss 0.1503):  97%|█████████▋| 2363/2439 [47:12<01:37,  1.29s/it]
Training 3/3 epoch (loss 0.1533):  97%|█████████▋| 2363/2439 [47:13<01:37,  1.29s/it]
Training 3/3 epoch (loss 0.1533):  97%|█████████▋| 2364/2439 [47:13<01:33,  1.25s/it]
Training 3/3 epoch (loss 0.1039):  97%|█████████▋| 2364/2439 [47:14<01:33,  1.25s/it]
Training 3/3 epoch (loss 0.1039):  97%|█████████▋| 2365/2439 [47:14<01:29,  1.20s/it]
Training 3/3 epoch (loss 0.0913):  97%|█████████▋| 2365/2439 [47:15<01:29,  1.20s/it]
Training 3/3 epoch (loss 0.0913):  97%|█████████▋| 2366/2439 [47:15<01:23,  1.15s/it]
Training 3/3 epoch (loss 0.1019):  97%|█████████▋| 2366/2439 [47:16<01:23,  1.15s/it]
Training 3/3 epoch (loss 0.1019):  97%|█████████▋| 2367/2439 [47:16<01:18,  1.09s/it]
Training 3/3 epoch (loss 0.1056):  97%|█████████▋| 2367/2439 [47:17<01:18,  1.09s/it]
Training 3/3 epoch (loss 0.1056):  97%|█████████▋| 2368/2439 [47:17<01:15,  1.06s/it]
Training 3/3 epoch (loss 0.1447):  97%|█████████▋| 2368/2439 [47:18<01:15,  1.06s/it]
Training 3/3 epoch (loss 0.1447):  97%|█████████▋| 2369/2439 [47:18<01:15,  1.07s/it]
Training 3/3 epoch (loss 0.1284):  97%|█████████▋| 2369/2439 [47:20<01:15,  1.07s/it]
Training 3/3 epoch (loss 0.1284):  97%|█████████▋| 2370/2439 [47:20<01:27,  1.27s/it]
Training 3/3 epoch (loss 0.0905):  97%|█████████▋| 2370/2439 [47:21<01:27,  1.27s/it]
Training 3/3 epoch (loss 0.0905):  97%|█████████▋| 2371/2439 [47:21<01:20,  1.18s/it]
Training 3/3 epoch (loss 0.1262):  97%|█████████▋| 2371/2439 [47:22<01:20,  1.18s/it]
Training 3/3 epoch (loss 0.1262):  97%|█████████▋| 2372/2439 [47:22<01:16,  1.15s/it]
Training 3/3 epoch (loss 0.1027):  97%|█████████▋| 2372/2439 [47:23<01:16,  1.15s/it]
Training 3/3 epoch (loss 0.1027):  97%|█████████▋| 2373/2439 [47:23<01:15,  1.15s/it]
Training 3/3 epoch (loss 0.1266):  97%|█████████▋| 2373/2439 [47:24<01:15,  1.15s/it]
Training 3/3 epoch (loss 0.1266):  97%|█████████▋| 2374/2439 [47:24<01:13,  1.13s/it]
Training 3/3 epoch (loss 0.1267):  97%|█████████▋| 2374/2439 [47:25<01:13,  1.13s/it]
Training 3/3 epoch (loss 0.1267):  97%|█████████▋| 2375/2439 [47:25<01:11,  1.11s/it]
Training 3/3 epoch (loss 0.1614):  97%|█████████▋| 2375/2439 [47:27<01:11,  1.11s/it]
Training 3/3 epoch (loss 0.1614):  97%|█████████▋| 2376/2439 [47:27<01:19,  1.26s/it]
Training 3/3 epoch (loss 0.1142):  97%|█████████▋| 2376/2439 [47:28<01:19,  1.26s/it]
Training 3/3 epoch (loss 0.1142):  97%|█████████▋| 2377/2439 [47:28<01:12,  1.16s/it]
Training 3/3 epoch (loss 0.0987):  97%|█████████▋| 2377/2439 [47:29<01:12,  1.16s/it]
Training 3/3 epoch (loss 0.0987):  97%|█████████▋| 2378/2439 [47:29<01:07,  1.10s/it]
Training 3/3 epoch (loss 0.1143):  97%|█████████▋| 2378/2439 [47:30<01:07,  1.10s/it]
Training 3/3 epoch (loss 0.1143):  98%|█████████▊| 2379/2439 [47:30<01:07,  1.12s/it]
Training 3/3 epoch (loss 0.1489):  98%|█████████▊| 2379/2439 [47:31<01:07,  1.12s/it]
Training 3/3 epoch (loss 0.1489):  98%|█████████▊| 2380/2439 [47:31<01:12,  1.24s/it]
Training 3/3 epoch (loss 0.1393):  98%|█████████▊| 2380/2439 [47:32<01:12,  1.24s/it]
Training 3/3 epoch (loss 0.1393):  98%|█████████▊| 2381/2439 [47:32<01:09,  1.20s/it]
Training 3/3 epoch (loss 0.1222):  98%|█████████▊| 2381/2439 [47:33<01:09,  1.20s/it]
Training 3/3 epoch (loss 0.1222):  98%|█████████▊| 2382/2439 [47:33<01:06,  1.16s/it]
Training 3/3 epoch (loss 0.1857):  98%|█████████▊| 2382/2439 [47:35<01:06,  1.16s/it]
Training 3/3 epoch (loss 0.1857):  98%|█████████▊| 2383/2439 [47:35<01:09,  1.24s/it]
Training 3/3 epoch (loss 0.1687):  98%|█████████▊| 2383/2439 [47:36<01:09,  1.24s/it]
Training 3/3 epoch (loss 0.1687):  98%|█████████▊| 2384/2439 [47:36<01:07,  1.23s/it]
Training 3/3 epoch (loss 0.0990):  98%|█████████▊| 2384/2439 [47:37<01:07,  1.23s/it]
Training 3/3 epoch (loss 0.0990):  98%|█████████▊| 2385/2439 [47:37<01:01,  1.13s/it]
Training 3/3 epoch (loss 0.1414):  98%|█████████▊| 2385/2439 [47:38<01:01,  1.13s/it]
Training 3/3 epoch (loss 0.1414):  98%|█████████▊| 2386/2439 [47:38<01:04,  1.22s/it]
Training 3/3 epoch (loss 0.1077):  98%|█████████▊| 2386/2439 [47:39<01:04,  1.22s/it]
Training 3/3 epoch (loss 0.1077):  98%|█████████▊| 2387/2439 [47:39<00:58,  1.13s/it]
Training 3/3 epoch (loss 0.1109):  98%|█████████▊| 2387/2439 [47:40<00:58,  1.13s/it]
Training 3/3 epoch (loss 0.1109):  98%|█████████▊| 2388/2439 [47:40<00:57,  1.12s/it]
Training 3/3 epoch (loss 0.1036):  98%|█████████▊| 2388/2439 [47:41<00:57,  1.12s/it]
Training 3/3 epoch (loss 0.1036):  98%|█████████▊| 2389/2439 [47:41<00:54,  1.08s/it]
Training 3/3 epoch (loss 0.1127):  98%|█████████▊| 2389/2439 [47:42<00:54,  1.08s/it]
Training 3/3 epoch (loss 0.1127):  98%|█████████▊| 2390/2439 [47:42<00:49,  1.01s/it]
Training 3/3 epoch (loss 0.1124):  98%|█████████▊| 2390/2439 [47:43<00:49,  1.01s/it]
Training 3/3 epoch (loss 0.1124):  98%|█████████▊| 2391/2439 [47:43<00:49,  1.03s/it]
Training 3/3 epoch (loss 0.1381):  98%|█████████▊| 2391/2439 [47:44<00:49,  1.03s/it]
Training 3/3 epoch (loss 0.1381):  98%|█████████▊| 2392/2439 [47:44<00:48,  1.04s/it]
Training 3/3 epoch (loss 0.1232):  98%|█████████▊| 2392/2439 [47:45<00:48,  1.04s/it]
Training 3/3 epoch (loss 0.1232):  98%|█████████▊| 2393/2439 [47:45<00:48,  1.06s/it]
Training 3/3 epoch (loss 0.1560):  98%|█████████▊| 2393/2439 [47:47<00:48,  1.06s/it]
Training 3/3 epoch (loss 0.1560):  98%|█████████▊| 2394/2439 [47:47<00:48,  1.07s/it]
Training 3/3 epoch (loss 0.0966):  98%|█████████▊| 2394/2439 [47:48<00:48,  1.07s/it]
Training 3/3 epoch (loss 0.0966):  98%|█████████▊| 2395/2439 [47:48<00:47,  1.08s/it]
Training 3/3 epoch (loss 0.1153):  98%|█████████▊| 2395/2439 [47:49<00:47,  1.08s/it]
Training 3/3 epoch (loss 0.1153):  98%|█████████▊| 2396/2439 [47:49<00:45,  1.06s/it]
Training 3/3 epoch (loss 0.1358):  98%|█████████▊| 2396/2439 [47:50<00:45,  1.06s/it]
Training 3/3 epoch (loss 0.1358):  98%|█████████▊| 2397/2439 [47:50<00:43,  1.05s/it]
Training 3/3 epoch (loss 0.1374):  98%|█████████▊| 2397/2439 [47:51<00:43,  1.05s/it]
Training 3/3 epoch (loss 0.1374):  98%|█████████▊| 2398/2439 [47:51<00:42,  1.05s/it]
Training 3/3 epoch (loss 0.1498):  98%|█████████▊| 2398/2439 [47:52<00:42,  1.05s/it]
Training 3/3 epoch (loss 0.1498):  98%|█████████▊| 2399/2439 [47:52<00:39,  1.01it/s]
Training 3/3 epoch (loss 0.1159):  98%|█████████▊| 2399/2439 [47:53<00:39,  1.01it/s]
Training 3/3 epoch (loss 0.1159):  98%|█████████▊| 2400/2439 [47:53<00:44,  1.15s/it]
Training 3/3 epoch (loss 0.0742):  98%|█████████▊| 2400/2439 [47:54<00:44,  1.15s/it]
Training 3/3 epoch (loss 0.0742):  98%|█████████▊| 2401/2439 [47:54<00:40,  1.07s/it]
Training 3/3 epoch (loss 0.1719):  98%|█████████▊| 2401/2439 [47:55<00:40,  1.07s/it]
Training 3/3 epoch (loss 0.1719):  98%|█████████▊| 2402/2439 [47:55<00:39,  1.07s/it]
Training 3/3 epoch (loss 0.1044):  98%|█████████▊| 2402/2439 [47:56<00:39,  1.07s/it]
Training 3/3 epoch (loss 0.1044):  99%|█████████▊| 2403/2439 [47:56<00:39,  1.11s/it]
Training 3/3 epoch (loss 0.2375):  99%|█████████▊| 2403/2439 [47:58<00:39,  1.11s/it]
Training 3/3 epoch (loss 0.2375):  99%|█████████▊| 2404/2439 [47:58<00:42,  1.20s/it]
Training 3/3 epoch (loss 0.1771):  99%|█████████▊| 2404/2439 [47:59<00:42,  1.20s/it]
Training 3/3 epoch (loss 0.1771):  99%|█████████▊| 2405/2439 [47:59<00:42,  1.26s/it]
Training 3/3 epoch (loss 0.0839):  99%|█████████▊| 2405/2439 [48:01<00:42,  1.26s/it]
Training 3/3 epoch (loss 0.0839):  99%|█████████▊| 2406/2439 [48:01<00:50,  1.52s/it]
Training 3/3 epoch (loss 0.0641):  99%|█████████▊| 2406/2439 [48:03<00:50,  1.52s/it]
Training 3/3 epoch (loss 0.0641):  99%|█████████▊| 2407/2439 [48:03<00:53,  1.69s/it]
Training 3/3 epoch (loss 0.1254):  99%|█████████▊| 2407/2439 [48:04<00:53,  1.69s/it]
Training 3/3 epoch (loss 0.1254):  99%|█████████▊| 2408/2439 [48:04<00:45,  1.45s/it]
Training 3/3 epoch (loss 0.1607):  99%|█████████▊| 2408/2439 [48:06<00:45,  1.45s/it]
Training 3/3 epoch (loss 0.1607):  99%|█████████▉| 2409/2439 [48:06<00:44,  1.48s/it]
Training 3/3 epoch (loss 0.1106):  99%|█████████▉| 2409/2439 [48:07<00:44,  1.48s/it]
Training 3/3 epoch (loss 0.1106):  99%|█████████▉| 2410/2439 [48:07<00:38,  1.32s/it]
Training 3/3 epoch (loss 0.1497):  99%|█████████▉| 2410/2439 [48:08<00:38,  1.32s/it]
Training 3/3 epoch (loss 0.1497):  99%|█████████▉| 2411/2439 [48:08<00:33,  1.21s/it]
Training 3/3 epoch (loss 0.1100):  99%|█████████▉| 2411/2439 [48:09<00:33,  1.21s/it]
Training 3/3 epoch (loss 0.1100):  99%|█████████▉| 2412/2439 [48:09<00:32,  1.19s/it]
Training 3/3 epoch (loss 0.1659):  99%|█████████▉| 2412/2439 [48:10<00:32,  1.19s/it]
Training 3/3 epoch (loss 0.1659):  99%|█████████▉| 2413/2439 [48:10<00:30,  1.17s/it]
Training 3/3 epoch (loss 0.1383):  99%|█████████▉| 2413/2439 [48:11<00:30,  1.17s/it]
Training 3/3 epoch (loss 0.1383):  99%|█████████▉| 2414/2439 [48:11<00:29,  1.17s/it]
Training 3/3 epoch (loss 0.1582):  99%|█████████▉| 2414/2439 [48:12<00:29,  1.17s/it]
Training 3/3 epoch (loss 0.1582):  99%|█████████▉| 2415/2439 [48:12<00:26,  1.11s/it]
Training 3/3 epoch (loss 0.1766):  99%|█████████▉| 2415/2439 [48:13<00:26,  1.11s/it]
Training 3/3 epoch (loss 0.1766):  99%|█████████▉| 2416/2439 [48:13<00:27,  1.22s/it]
Training 3/3 epoch (loss 0.1161):  99%|█████████▉| 2416/2439 [48:14<00:27,  1.22s/it]
Training 3/3 epoch (loss 0.1161):  99%|█████████▉| 2417/2439 [48:14<00:24,  1.14s/it]
Training 3/3 epoch (loss 0.1097):  99%|█████████▉| 2417/2439 [48:16<00:24,  1.14s/it]
Training 3/3 epoch (loss 0.1097):  99%|█████████▉| 2418/2439 [48:16<00:25,  1.20s/it]
Training 3/3 epoch (loss 0.1731):  99%|█████████▉| 2418/2439 [48:17<00:25,  1.20s/it]
Training 3/3 epoch (loss 0.1731):  99%|█████████▉| 2419/2439 [48:17<00:22,  1.13s/it]
Training 3/3 epoch (loss 0.1934):  99%|█████████▉| 2419/2439 [48:18<00:22,  1.13s/it]
Training 3/3 epoch (loss 0.1934):  99%|█████████▉| 2420/2439 [48:18<00:21,  1.15s/it]
Training 3/3 epoch (loss 0.0538):  99%|█████████▉| 2420/2439 [48:19<00:21,  1.15s/it]
Training 3/3 epoch (loss 0.0538):  99%|█████████▉| 2421/2439 [48:19<00:19,  1.06s/it]
Training 3/3 epoch (loss 0.1365):  99%|█████████▉| 2421/2439 [48:20<00:19,  1.06s/it]
Training 3/3 epoch (loss 0.1365):  99%|█████████▉| 2422/2439 [48:20<00:18,  1.08s/it]
Training 3/3 epoch (loss 0.1085):  99%|█████████▉| 2422/2439 [48:21<00:18,  1.08s/it]
Training 3/3 epoch (loss 0.1085):  99%|█████████▉| 2423/2439 [48:21<00:17,  1.06s/it]
Training 3/3 epoch (loss 0.0576):  99%|█████████▉| 2423/2439 [48:22<00:17,  1.06s/it]
Training 3/3 epoch (loss 0.0576):  99%|█████████▉| 2424/2439 [48:22<00:15,  1.02s/it]
Training 3/3 epoch (loss 0.1502):  99%|█████████▉| 2424/2439 [48:23<00:15,  1.02s/it]
Training 3/3 epoch (loss 0.1502):  99%|█████████▉| 2425/2439 [48:23<00:16,  1.17s/it]
Training 3/3 epoch (loss 0.0892):  99%|█████████▉| 2425/2439 [48:25<00:16,  1.17s/it]
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/home/juntao/Models/alpaca-7b-sft/zero_to_fp32.py:146: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
  state_dict = torch.load(f, map_location=device)
/home/juntao/Models/alpaca-7b-sft/zero_to_fp32.py:98: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
  state_dict = torch.load(file, map_location=device)
wandb: - 0.015 MB of 0.015 MB uploaded
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wandb:                                                                                
wandb: 
wandb: Run history:
wandb: train/epoch ▁▁▁▁▂▂▂▂▂▃▃▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███
wandb:  train/loss █▅▅▅▄▅▅▅▅▅▅▆▆▅▃▃▂▃▂▃▃▂▃▃▃▃▂▁▂▁▁▁▁▁▁▂▁▂▁▁
wandb:    train/lr ▄▇██████▇▇▇▇▇▆▆▆▆▅▅▅▅▄▄▄▃▃▃▃▂▂▂▂▂▁▁▁▁▁▁▁
wandb:  train/step ▁▁▁▁▂▂▂▂▂▃▃▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███
wandb: 
wandb: Run summary:
wandb: train/epoch 3.0
wandb:  train/loss 0.05685
wandb:    train/lr 0.0
wandb:  train/step 2439
wandb: 
wandb: 🚀 View run sft-2024-09-04-12-52-34 at: https://wandb.ai/pku_rl/SFT-alpaca/runs/1j04jiv2
wandb: ⭐️ View project at: https://wandb.ai/pku_rl/SFT-alpaca
wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
wandb: Find logs at: ./models/alpaca-7b-sft/wandb/run-20240904_125235-1j04jiv2/logs