stderr.log

+ deepspeed --master_port 26795 --module training.finetune --train_datasets correction-json::/inspire/hdd/ws-f4d69b29-e0a5-44e6-bd92-acf4de9990f0/public-project/jiangchangyue-240114020171/workspace/jcy/reasoning_safety/data/train_data.json --model_name_or_path /inspire/hdd/ws-f4d69b29-e0a5-44e6-bd92-acf4de9990f0/public-project/jiangchangyue-240114020171/workspace/jcy/reasoning_safety/Thought_Aligner/warmup_model/warmup-qwen-7b --max_length 2048 --trust_remote_code True --epochs 3 --per_device_train_batch_size 4 --per_device_eval_batch_size 4 --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 /inspire/hdd/ws-f4d69b29-e0a5-44e6-bd92-acf4de9990f0/public-project/jiangchangyue-240114020171/workspace/jcy/reasoning_safety/Thought_Aligner/sft_model/thought-aligner-qwen-7b --log_type wandb --log_project Aligner-SFT --zero_stage 3 --offload none --bf16 True --tf32 True --save_16bit
/opt/conda/envs/aligner/bin/deepspeed:4: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
  __import__('pkg_resources').require('deepspeed==0.16.5+c1acd49c')
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/_pytree.py:185: FutureWarning: optree is installed but the version is too old to support PyTorch Dynamo in C++ pytree. C++ pytree support is disabled. Please consider upgrading optree using `python3 -m pip install --upgrade 'optree>=0.13.0'`.
  warnings.warn(
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/_pytree.py:185: FutureWarning: optree is installed but the version is too old to support PyTorch Dynamo in C++ pytree. C++ pytree support is disabled. Please consider upgrading optree using `python3 -m pip install --upgrade 'optree>=0.13.0'`.
  warnings.warn(
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/_pytree.py:185: FutureWarning: optree is installed but the version is too old to support PyTorch Dynamo in C++ pytree. C++ pytree support is disabled. Please consider upgrading optree using `python3 -m pip install --upgrade 'optree>=0.13.0'`.
  warnings.warn(
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/_pytree.py:185: FutureWarning: optree is installed but the version is too old to support PyTorch Dynamo in C++ pytree. C++ pytree support is disabled. Please consider upgrading optree using `python3 -m pip install --upgrade 'optree>=0.13.0'`.
  warnings.warn(
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/_pytree.py:185: FutureWarning: optree is installed but the version is too old to support PyTorch Dynamo in C++ pytree. C++ pytree support is disabled. Please consider upgrading optree using `python3 -m pip install --upgrade 'optree>=0.13.0'`.
  warnings.warn(
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/_pytree.py:185: FutureWarning: optree is installed but the version is too old to support PyTorch Dynamo in C++ pytree. C++ pytree support is disabled. Please consider upgrading optree using `python3 -m pip install --upgrade 'optree>=0.13.0'`.
  warnings.warn(
[rank3]:[W310 22:02:16.531646879 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 3]  using GPU 3 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
[rank2]:[W310 22:02:16.820775416 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 2]  using GPU 2 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
[rank1]:[W310 22:02:16.300542367 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
[rank0]:[W310 22:02:17.327159337 ProcessGroupNCCL.cpp:4561] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect. Specify device_ids in barrier() to force use of a particular device, or call init_process_group() with a device_id.
Using /root/.cache/torch_extensions/py310_cu118 as PyTorch extensions root...Using /root/.cache/torch_extensions/py310_cu118 as PyTorch extensions root...

Using /root/.cache/torch_extensions/py310_cu118 as PyTorch extensions root...
Using /root/.cache/torch_extensions/py310_cu118 as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /root/.cache/torch_extensions/py310_cu118/fused_adam/build.ninja...
/opt/conda/envs/aligner/lib/python3.10/site-packages/torch/utils/cpp_extension.py:2059: 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...


`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
wandb: Using wandb-core as the SDK backend.  Please refer to https://wandb.me/wandb-core for more information.
wandb: Tracking run with wandb version 0.19.8
wandb: W&B syncing is set to `offline` in this directory.  
wandb: Run `wandb online` or set WANDB_MODE=online to enable cloud syncing.

Training 1/3 epoch:   0%|          | 0/2046 [00:00<?, ?it/s]`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...

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Training 1/3 epoch (loss 1.9095):   3%|▎         | 71/2046 [00:54<24:43,  1.33it/s]
Training 1/3 epoch (loss 1.8992):   3%|▎         | 71/2046 [00:55<24:43,  1.33it/s]
Training 1/3 epoch (loss 1.8992):   4%|▎         | 72/2046 [00:55<27:11,  1.21it/s]
Training 1/3 epoch (loss 1.8518):   4%|▎         | 72/2046 [00:56<27:11,  1.21it/s]
Training 1/3 epoch (loss 1.8518):   4%|▎         | 73/2046 [00:56<25:24,  1.29it/s]
Training 1/3 epoch (loss 2.0078):   4%|▎         | 73/2046 [00:57<25:24,  1.29it/s]
Training 1/3 epoch (loss 2.0078):   4%|▎         | 74/2046 [00:57<24:24,  1.35it/s]
Training 1/3 epoch (loss 1.5901):   4%|▎         | 74/2046 [00:57<24:24,  1.35it/s]
Training 1/3 epoch (loss 1.5901):   4%|▎         | 75/2046 [00:57<23:21,  1.41it/s]
Training 1/3 epoch (loss 1.6983):   4%|▎         | 75/2046 [00:58<23:21,  1.41it/s]
Training 1/3 epoch (loss 1.6983):   4%|▎         | 76/2046 [00:58<22:34,  1.45it/s]
Training 1/3 epoch (loss 2.0514):   4%|▎         | 76/2046 [00:58<22:34,  1.45it/s]
Training 1/3 epoch (loss 2.0514):   4%|▍         | 77/2046 [00:58<22:42,  1.45it/s]
Training 1/3 epoch (loss 1.8548):   4%|▍         | 77/2046 [00:59<22:42,  1.45it/s]
Training 1/3 epoch (loss 1.8548):   4%|▍         | 78/2046 [00:59<23:49,  1.38it/s]
Training 1/3 epoch (loss 1.9297):   4%|▍         | 78/2046 [01:00<23:49,  1.38it/s]
Training 1/3 epoch (loss 1.9297):   4%|▍         | 79/2046 [01:00<24:20,  1.35it/s]
Training 1/3 epoch (loss 1.5682):   4%|▍         | 79/2046 [01:01<24:20,  1.35it/s]
Training 1/3 epoch (loss 1.5682):   4%|▍         | 80/2046 [01:01<25:18,  1.29it/s]
Training 1/3 epoch (loss 1.5060):   4%|▍         | 80/2046 [01:02<25:18,  1.29it/s]
Training 1/3 epoch (loss 1.5060):   4%|▍         | 81/2046 [01:02<25:20,  1.29it/s]
Training 1/3 epoch (loss 1.9127):   4%|▍         | 81/2046 [01:02<25:20,  1.29it/s]
Training 1/3 epoch (loss 1.9127):   4%|▍         | 82/2046 [01:02<24:01,  1.36it/s]
Training 1/3 epoch (loss 1.6528):   4%|▍         | 82/2046 [01:03<24:01,  1.36it/s]
Training 1/3 epoch (loss 1.6528):   4%|▍         | 83/2046 [01:03<24:16,  1.35it/s]
Training 1/3 epoch (loss 1.4918):   4%|▍         | 83/2046 [01:04<24:16,  1.35it/s]
Training 1/3 epoch (loss 1.4918):   4%|▍         | 84/2046 [01:04<24:05,  1.36it/s]
Training 1/3 epoch (loss 1.6846):   4%|▍         | 84/2046 [01:04<24:05,  1.36it/s]
Training 1/3 epoch (loss 1.6846):   4%|▍         | 85/2046 [01:04<22:50,  1.43it/s]
Training 1/3 epoch (loss 1.9137):   4%|▍         | 85/2046 [01:05<22:50,  1.43it/s]
Training 1/3 epoch (loss 1.9137):   4%|▍         | 86/2046 [01:05<22:14,  1.47it/s]
Training 1/3 epoch (loss 1.6747):   4%|▍         | 86/2046 [01:06<22:14,  1.47it/s]
Training 1/3 epoch (loss 1.6747):   4%|▍         | 87/2046 [01:06<22:40,  1.44it/s]
Training 1/3 epoch (loss 1.8170):   4%|▍         | 87/2046 [01:07<22:40,  1.44it/s]
Training 1/3 epoch (loss 1.8170):   4%|▍         | 88/2046 [01:07<23:37,  1.38it/s]
Training 1/3 epoch (loss 1.5688):   4%|▍         | 88/2046 [01:07<23:37,  1.38it/s]
Training 1/3 epoch (loss 1.5688):   4%|▍         | 89/2046 [01:07<22:41,  1.44it/s]
Training 1/3 epoch (loss 1.6788):   4%|▍         | 89/2046 [01:08<22:41,  1.44it/s]
Training 1/3 epoch (loss 1.6788):   4%|▍         | 90/2046 [01:08<23:27,  1.39it/s]
Training 1/3 epoch (loss 1.5623):   4%|▍         | 90/2046 [01:09<23:27,  1.39it/s]
Training 1/3 epoch (loss 1.5623):   4%|▍         | 91/2046 [01:09<23:04,  1.41it/s]
Training 1/3 epoch (loss 1.9324):   4%|▍         | 91/2046 [01:09<23:04,  1.41it/s]
Training 1/3 epoch (loss 1.9324):   4%|▍         | 92/2046 [01:09<22:10,  1.47it/s]
Training 1/3 epoch (loss 1.8396):   4%|▍         | 92/2046 [01:10<22:10,  1.47it/s]
Training 1/3 epoch (loss 1.8396):   5%|▍         | 93/2046 [01:10<22:47,  1.43it/s]
Training 1/3 epoch (loss 1.5482):   5%|▍         | 93/2046 [01:11<22:47,  1.43it/s]
Training 1/3 epoch (loss 1.5482):   5%|▍         | 94/2046 [01:11<22:01,  1.48it/s]
Training 1/3 epoch (loss 1.7794):   5%|▍         | 94/2046 [01:11<22:01,  1.48it/s]
Training 1/3 epoch (loss 1.7794):   5%|▍         | 95/2046 [01:11<21:30,  1.51it/s]
Training 1/3 epoch (loss 1.5769):   5%|▍         | 95/2046 [01:12<21:30,  1.51it/s]
Training 1/3 epoch (loss 1.5769):   5%|▍         | 96/2046 [01:12<22:22,  1.45it/s]
Training 1/3 epoch (loss 1.5153):   5%|▍         | 96/2046 [01:13<22:22,  1.45it/s]
Training 1/3 epoch (loss 1.5153):   5%|▍         | 97/2046 [01:13<22:00,  1.48it/s]
Training 1/3 epoch (loss 1.4026):   5%|▍         | 97/2046 [01:13<22:00,  1.48it/s]
Training 1/3 epoch (loss 1.4026):   5%|▍         | 98/2046 [01:13<22:12,  1.46it/s]
Training 1/3 epoch (loss 1.7407):   5%|▍         | 98/2046 [01:14<22:12,  1.46it/s]
Training 1/3 epoch (loss 1.7407):   5%|▍         | 99/2046 [01:14<22:20,  1.45it/s]
Training 1/3 epoch (loss 1.7623):   5%|▍         | 99/2046 [01:15<22:20,  1.45it/s]
Training 1/3 epoch (loss 1.7623):   5%|▍         | 100/2046 [01:15<21:39,  1.50it/s]
Training 1/3 epoch (loss 1.6184):   5%|▍         | 100/2046 [01:15<21:39,  1.50it/s]
Training 1/3 epoch (loss 1.6184):   5%|▍         | 101/2046 [01:15<21:15,  1.52it/s]
Training 1/3 epoch (loss 1.5424):   5%|▍         | 101/2046 [01:16<21:15,  1.52it/s]
Training 1/3 epoch (loss 1.5424):   5%|▍         | 102/2046 [01:16<21:23,  1.51it/s]
Training 1/3 epoch (loss 1.4348):   5%|▍         | 102/2046 [01:17<21:23,  1.51it/s]
Training 1/3 epoch (loss 1.4348):   5%|▌         | 103/2046 [01:17<20:53,  1.55it/s]
Training 1/3 epoch (loss 1.9613):   5%|▌         | 103/2046 [01:17<20:53,  1.55it/s]
Training 1/3 epoch (loss 1.9613):   5%|▌         | 104/2046 [01:17<21:48,  1.48it/s]
Training 1/3 epoch (loss 1.6269):   5%|▌         | 104/2046 [01:18<21:48,  1.48it/s]
Training 1/3 epoch (loss 1.6269):   5%|▌         | 105/2046 [01:18<21:25,  1.51it/s]
Training 1/3 epoch (loss 1.3781):   5%|▌         | 105/2046 [01:19<21:25,  1.51it/s]
Training 1/3 epoch (loss 1.3781):   5%|▌         | 106/2046 [01:19<23:41,  1.37it/s]
Training 1/3 epoch (loss 1.6137):   5%|▌         | 106/2046 [01:20<23:41,  1.37it/s]
Training 1/3 epoch (loss 1.6137):   5%|▌         | 107/2046 [01:20<24:18,  1.33it/s]
Training 1/3 epoch (loss 1.7572):   5%|▌         | 107/2046 [01:20<24:18,  1.33it/s]
Training 1/3 epoch (loss 1.7572):   5%|▌         | 108/2046 [01:20<23:55,  1.35it/s]
Training 1/3 epoch (loss 1.5703):   5%|▌         | 108/2046 [01:21<23:55,  1.35it/s]
Training 1/3 epoch (loss 1.5703):   5%|▌         | 109/2046 [01:21<26:13,  1.23it/s]
Training 1/3 epoch (loss 1.4569):   5%|▌         | 109/2046 [01:22<26:13,  1.23it/s]
Training 1/3 epoch (loss 1.4569):   5%|▌         | 110/2046 [01:22<24:27,  1.32it/s]
Training 1/3 epoch (loss 1.4305):   5%|▌         | 110/2046 [01:23<24:27,  1.32it/s]
Training 1/3 epoch (loss 1.4305):   5%|▌         | 111/2046 [01:23<24:43,  1.30it/s]
Training 1/3 epoch (loss 1.5009):   5%|▌         | 111/2046 [01:24<24:43,  1.30it/s]
Training 1/3 epoch (loss 1.5009):   5%|▌         | 112/2046 [01:24<29:48,  1.08it/s]
Training 1/3 epoch (loss 1.3970):   5%|▌         | 112/2046 [01:25<29:48,  1.08it/s]
Training 1/3 epoch (loss 1.3970):   6%|▌         | 113/2046 [01:25<29:32,  1.09it/s]
Training 1/3 epoch (loss 1.4121):   6%|▌         | 113/2046 [01:26<29:32,  1.09it/s]
Training 1/3 epoch (loss 1.4121):   6%|▌         | 114/2046 [01:26<29:06,  1.11it/s]
Training 1/3 epoch (loss 1.4365):   6%|▌         | 114/2046 [01:27<29:06,  1.11it/s]
Training 1/3 epoch (loss 1.4365):   6%|▌         | 115/2046 [01:27<26:34,  1.21it/s]
Training 1/3 epoch (loss 1.3798):   6%|▌         | 115/2046 [01:27<26:34,  1.21it/s]
Training 1/3 epoch (loss 1.3798):   6%|▌         | 116/2046 [01:27<24:27,  1.31it/s]
Training 1/3 epoch (loss 1.5766):   6%|▌         | 116/2046 [01:28<24:27,  1.31it/s]
Training 1/3 epoch (loss 1.5766):   6%|▌         | 117/2046 [01:28<23:34,  1.36it/s]
Training 1/3 epoch (loss 1.5908):   6%|▌         | 117/2046 [01:28<23:34,  1.36it/s]
Training 1/3 epoch (loss 1.5908):   6%|▌         | 118/2046 [01:28<22:34,  1.42it/s]
Training 1/3 epoch (loss 1.7120):   6%|▌         | 118/2046 [01:29<22:34,  1.42it/s]
Training 1/3 epoch (loss 1.7120):   6%|▌         | 119/2046 [01:29<21:49,  1.47it/s]
Training 1/3 epoch (loss 1.6359):   6%|▌         | 119/2046 [01:30<21:49,  1.47it/s]
Training 1/3 epoch (loss 1.6359):   6%|▌         | 120/2046 [01:30<22:50,  1.41it/s]
Training 1/3 epoch (loss 1.4749):   6%|▌         | 120/2046 [01:30<22:50,  1.41it/s]
Training 1/3 epoch (loss 1.4749):   6%|▌         | 121/2046 [01:30<22:17,  1.44it/s]
Training 1/3 epoch (loss 1.3340):   6%|▌         | 121/2046 [01:31<22:17,  1.44it/s]
Training 1/3 epoch (loss 1.3340):   6%|▌         | 122/2046 [01:31<24:04,  1.33it/s]
Training 1/3 epoch (loss 1.7749):   6%|▌         | 122/2046 [01:32<24:04,  1.33it/s]
Training 1/3 epoch (loss 1.7749):   6%|▌         | 123/2046 [01:32<23:12,  1.38it/s]
Training 1/3 epoch (loss 1.5335):   6%|▌         | 123/2046 [01:33<23:12,  1.38it/s]
Training 1/3 epoch (loss 1.5335):   6%|▌         | 124/2046 [01:33<22:16,  1.44it/s]
Training 1/3 epoch (loss 1.4331):   6%|▌         | 124/2046 [01:33<22:16,  1.44it/s]
Training 1/3 epoch (loss 1.4331):   6%|▌         | 125/2046 [01:33<21:44,  1.47it/s]
Training 1/3 epoch (loss 1.5367):   6%|▌         | 125/2046 [01:34<21:44,  1.47it/s]
Training 1/3 epoch (loss 1.5367):   6%|▌         | 126/2046 [01:34<21:56,  1.46it/s]
Training 1/3 epoch (loss 1.5226):   6%|▌         | 126/2046 [01:35<21:56,  1.46it/s]
Training 1/3 epoch (loss 1.5226):   6%|▌         | 127/2046 [01:35<21:54,  1.46it/s]
Training 1/3 epoch (loss 1.4910):   6%|▌         | 127/2046 [01:36<21:54,  1.46it/s]
Training 1/3 epoch (loss 1.4910):   6%|▋         | 128/2046 [01:36<23:30,  1.36it/s]
Training 1/3 epoch (loss 1.7307):   6%|▋         | 128/2046 [01:36<23:30,  1.36it/s]
Training 1/3 epoch (loss 1.7307):   6%|▋         | 129/2046 [01:36<23:05,  1.38it/s]
Training 1/3 epoch (loss 1.3358):   6%|▋         | 129/2046 [01:37<23:05,  1.38it/s]
Training 1/3 epoch (loss 1.3358):   6%|▋         | 130/2046 [01:37<21:56,  1.45it/s]
Training 1/3 epoch (loss 1.5300):   6%|▋         | 130/2046 [01:38<21:56,  1.45it/s]
Training 1/3 epoch (loss 1.5300):   6%|▋         | 131/2046 [01:38<21:50,  1.46it/s]
Training 1/3 epoch (loss 1.3557):   6%|▋         | 131/2046 [01:38<21:50,  1.46it/s]
Training 1/3 epoch (loss 1.3557):   6%|▋         | 132/2046 [01:38<22:16,  1.43it/s]
Training 1/3 epoch (loss 1.3808):   6%|▋         | 132/2046 [01:39<22:16,  1.43it/s]
Training 1/3 epoch (loss 1.3808):   7%|▋         | 133/2046 [01:39<21:43,  1.47it/s]
Training 1/3 epoch (loss 1.3888):   7%|▋         | 133/2046 [01:40<21:43,  1.47it/s]
Training 1/3 epoch (loss 1.3888):   7%|▋         | 134/2046 [01:40<21:17,  1.50it/s]
Training 1/3 epoch (loss 1.4713):   7%|▋         | 134/2046 [01:40<21:17,  1.50it/s]
Training 1/3 epoch (loss 1.4713):   7%|▋         | 135/2046 [01:40<21:00,  1.52it/s]
Training 1/3 epoch (loss 1.4416):   7%|▋         | 135/2046 [01:41<21:00,  1.52it/s]
Training 1/3 epoch (loss 1.4416):   7%|▋         | 136/2046 [01:41<22:41,  1.40it/s]
Training 1/3 epoch (loss 1.5809):   7%|▋         | 136/2046 [01:42<22:41,  1.40it/s]
Training 1/3 epoch (loss 1.5809):   7%|▋         | 137/2046 [01:42<23:28,  1.36it/s]
Training 1/3 epoch (loss 1.5188):   7%|▋         | 137/2046 [01:42<23:28,  1.36it/s]
Training 1/3 epoch (loss 1.5188):   7%|▋         | 138/2046 [01:42<22:22,  1.42it/s]
Training 1/3 epoch (loss 1.5678):   7%|▋         | 138/2046 [01:43<22:22,  1.42it/s]
Training 1/3 epoch (loss 1.5678):   7%|▋         | 139/2046 [01:43<23:26,  1.36it/s]
Training 1/3 epoch (loss 1.5842):   7%|▋         | 139/2046 [01:44<23:26,  1.36it/s]
Training 1/3 epoch (loss 1.5842):   7%|▋         | 140/2046 [01:44<22:50,  1.39it/s]
Training 1/3 epoch (loss 1.4174):   7%|▋         | 140/2046 [01:45<22:50,  1.39it/s]
Training 1/3 epoch (loss 1.4174):   7%|▋         | 141/2046 [01:45<22:37,  1.40it/s]
Training 1/3 epoch (loss 1.5955):   7%|▋         | 141/2046 [01:45<22:37,  1.40it/s]
Training 1/3 epoch (loss 1.5955):   7%|▋         | 142/2046 [01:45<22:28,  1.41it/s]
Training 1/3 epoch (loss 1.5384):   7%|▋         | 142/2046 [01:46<22:28,  1.41it/s]
Training 1/3 epoch (loss 1.5384):   7%|▋         | 143/2046 [01:46<21:52,  1.45it/s]
Training 1/3 epoch (loss 1.3263):   7%|▋         | 143/2046 [01:47<21:52,  1.45it/s]
Training 1/3 epoch (loss 1.3263):   7%|▋         | 144/2046 [01:47<22:23,  1.42it/s]
Training 1/3 epoch (loss 1.6251):   7%|▋         | 144/2046 [01:47<22:23,  1.42it/s]
Training 1/3 epoch (loss 1.6251):   7%|▋         | 145/2046 [01:47<22:05,  1.43it/s]
Training 1/3 epoch (loss 1.4112):   7%|▋         | 145/2046 [01:48<22:05,  1.43it/s]
Training 1/3 epoch (loss 1.4112):   7%|▋         | 146/2046 [01:48<22:16,  1.42it/s]
Training 1/3 epoch (loss 1.0504):   7%|▋         | 146/2046 [01:49<22:16,  1.42it/s]
Training 1/3 epoch (loss 1.0504):   7%|▋         | 147/2046 [01:49<21:28,  1.47it/s]
Training 1/3 epoch (loss 1.5499):   7%|▋         | 147/2046 [01:50<21:28,  1.47it/s]
Training 1/3 epoch (loss 1.5499):   7%|▋         | 148/2046 [01:50<23:26,  1.35it/s]
Training 1/3 epoch (loss 1.3259):   7%|▋         | 148/2046 [01:50<23:26,  1.35it/s]
Training 1/3 epoch (loss 1.3259):   7%|▋         | 149/2046 [01:50<24:04,  1.31it/s]
Training 1/3 epoch (loss 1.3605):   7%|▋         | 149/2046 [01:51<24:04,  1.31it/s]
Training 1/3 epoch (loss 1.3605):   7%|▋         | 150/2046 [01:51<22:40,  1.39it/s]
Training 1/3 epoch (loss 1.5252):   7%|▋         | 150/2046 [01:52<22:40,  1.39it/s]
Training 1/3 epoch (loss 1.5252):   7%|▋         | 151/2046 [01:52<22:23,  1.41it/s]
Training 1/3 epoch (loss 1.5486):   7%|▋         | 151/2046 [01:53<22:23,  1.41it/s]
Training 1/3 epoch (loss 1.5486):   7%|▋         | 152/2046 [01:53<23:21,  1.35it/s]
Training 1/3 epoch (loss 1.1668):   7%|▋         | 152/2046 [01:53<23:21,  1.35it/s]
Training 1/3 epoch (loss 1.1668):   7%|▋         | 153/2046 [01:53<23:41,  1.33it/s]
Training 1/3 epoch (loss 1.4318):   7%|▋         | 153/2046 [01:54<23:41,  1.33it/s]
Training 1/3 epoch (loss 1.4318):   8%|▊         | 154/2046 [01:54<25:54,  1.22it/s]
Training 1/3 epoch (loss 1.3173):   8%|▊         | 154/2046 [01:55<25:54,  1.22it/s]
Training 1/3 epoch (loss 1.3173):   8%|▊         | 155/2046 [01:55<25:18,  1.25it/s]
Training 1/3 epoch (loss 1.5000):   8%|▊         | 155/2046 [01:56<25:18,  1.25it/s]
Training 1/3 epoch (loss 1.5000):   8%|▊         | 156/2046 [01:56<25:42,  1.22it/s]
Training 1/3 epoch (loss 1.4903):   8%|▊         | 156/2046 [01:57<25:42,  1.22it/s]
Training 1/3 epoch (loss 1.4903):   8%|▊         | 157/2046 [01:57<24:29,  1.29it/s]
Training 1/3 epoch (loss 1.3344):   8%|▊         | 157/2046 [01:57<24:29,  1.29it/s]
Training 1/3 epoch (loss 1.3344):   8%|▊         | 158/2046 [01:57<23:23,  1.35it/s]
Training 1/3 epoch (loss 1.5798):   8%|▊         | 158/2046 [01:58<23:23,  1.35it/s]
Training 1/3 epoch (loss 1.5798):   8%|▊         | 159/2046 [01:58<22:20,  1.41it/s]
Training 1/3 epoch (loss 1.2561):   8%|▊         | 159/2046 [01:59<22:20,  1.41it/s]
Training 1/3 epoch (loss 1.2561):   8%|▊         | 160/2046 [01:59<24:12,  1.30it/s]
Training 1/3 epoch (loss 1.4311):   8%|▊         | 160/2046 [01:59<24:12,  1.30it/s]
Training 1/3 epoch (loss 1.4311):   8%|▊         | 161/2046 [01:59<23:05,  1.36it/s]
Training 1/3 epoch (loss 1.3758):   8%|▊         | 161/2046 [02:00<23:05,  1.36it/s]
Training 1/3 epoch (loss 1.3758):   8%|▊         | 162/2046 [02:00<22:03,  1.42it/s]
Training 1/3 epoch (loss 1.4214):   8%|▊         | 162/2046 [02:01<22:03,  1.42it/s]
Training 1/3 epoch (loss 1.4214):   8%|▊         | 163/2046 [02:01<24:09,  1.30it/s]
Training 1/3 epoch (loss 1.5814):   8%|▊         | 163/2046 [02:02<24:09,  1.30it/s]
Training 1/3 epoch (loss 1.5814):   8%|▊         | 164/2046 [02:02<23:27,  1.34it/s]
Training 1/3 epoch (loss 1.3266):   8%|▊         | 164/2046 [02:02<23:27,  1.34it/s]
Training 1/3 epoch (loss 1.3266):   8%|▊         | 165/2046 [02:02<22:14,  1.41it/s]
Training 1/3 epoch (loss 1.4413):   8%|▊         | 165/2046 [02:03<22:14,  1.41it/s]
Training 1/3 epoch (loss 1.4413):   8%|▊         | 166/2046 [02:03<21:19,  1.47it/s]
Training 1/3 epoch (loss 1.3155):   8%|▊         | 166/2046 [02:04<21:19,  1.47it/s]
Training 1/3 epoch (loss 1.3155):   8%|▊         | 167/2046 [02:04<22:11,  1.41it/s]
Training 1/3 epoch (loss 1.3063):   8%|▊         | 167/2046 [02:05<22:11,  1.41it/s]
Training 1/3 epoch (loss 1.3063):   8%|▊         | 168/2046 [02:05<23:02,  1.36it/s]
Training 1/3 epoch (loss 1.3395):   8%|▊         | 168/2046 [02:05<23:02,  1.36it/s]
Training 1/3 epoch (loss 1.3395):   8%|▊         | 169/2046 [02:05<23:31,  1.33it/s]
Training 1/3 epoch (loss 1.3829):   8%|▊         | 169/2046 [02:06<23:31,  1.33it/s]
Training 1/3 epoch (loss 1.3829):   8%|▊         | 170/2046 [02:06<23:21,  1.34it/s]
Training 1/3 epoch (loss 1.4747):   8%|▊         | 170/2046 [02:07<23:21,  1.34it/s]
Training 1/3 epoch (loss 1.4747):   8%|▊         | 171/2046 [02:07<22:08,  1.41it/s]
Training 1/3 epoch (loss 1.1424):   8%|▊         | 171/2046 [02:07<22:08,  1.41it/s]
Training 1/3 epoch (loss 1.1424):   8%|▊         | 172/2046 [02:07<21:33,  1.45it/s]
Training 1/3 epoch (loss 1.5238):   8%|▊         | 172/2046 [02:08<21:33,  1.45it/s]
Training 1/3 epoch (loss 1.5238):   8%|▊         | 173/2046 [02:08<21:47,  1.43it/s]
Training 1/3 epoch (loss 1.3076):   8%|▊         | 173/2046 [02:09<21:47,  1.43it/s]
Training 1/3 epoch (loss 1.3076):   9%|▊         | 174/2046 [02:09<21:09,  1.48it/s]
Training 1/3 epoch (loss 1.4967):   9%|▊         | 174/2046 [02:09<21:09,  1.48it/s]
Training 1/3 epoch (loss 1.4967):   9%|▊         | 175/2046 [02:09<20:56,  1.49it/s]
Training 1/3 epoch (loss 1.4796):   9%|▊         | 175/2046 [02:10<20:56,  1.49it/s]
Training 1/3 epoch (loss 1.4796):   9%|▊         | 176/2046 [02:10<21:46,  1.43it/s]
Training 1/3 epoch (loss 1.3885):   9%|▊         | 176/2046 [02:11<21:46,  1.43it/s]
Training 1/3 epoch (loss 1.3885):   9%|▊         | 177/2046 [02:11<21:10,  1.47it/s]
Training 1/3 epoch (loss 1.2703):   9%|▊         | 177/2046 [02:11<21:10,  1.47it/s]
Training 1/3 epoch (loss 1.2703):   9%|▊         | 178/2046 [02:11<20:41,  1.50it/s]
Training 1/3 epoch (loss 1.3816):   9%|▊         | 178/2046 [02:12<20:41,  1.50it/s]
Training 1/3 epoch (loss 1.3816):   9%|▊         | 179/2046 [02:12<21:05,  1.48it/s]
Training 1/3 epoch (loss 1.5188):   9%|▊         | 179/2046 [02:13<21:05,  1.48it/s]
Training 1/3 epoch (loss 1.5188):   9%|▉         | 180/2046 [02:13<21:02,  1.48it/s]
Training 1/3 epoch (loss 1.3911):   9%|▉         | 180/2046 [02:13<21:02,  1.48it/s]
Training 1/3 epoch (loss 1.3911):   9%|▉         | 181/2046 [02:13<20:42,  1.50it/s]
Training 1/3 epoch (loss 1.4642):   9%|▉         | 181/2046 [02:14<20:42,  1.50it/s]
Training 1/3 epoch (loss 1.4642):   9%|▉         | 182/2046 [02:14<20:30,  1.51it/s]
Training 1/3 epoch (loss 1.4255):   9%|▉         | 182/2046 [02:15<20:30,  1.51it/s]
Training 1/3 epoch (loss 1.4255):   9%|▉         | 183/2046 [02:15<21:03,  1.47it/s]
Training 1/3 epoch (loss 1.6850):   9%|▉         | 183/2046 [02:16<21:03,  1.47it/s]
Training 1/3 epoch (loss 1.6850):   9%|▉         | 184/2046 [02:16<23:07,  1.34it/s]
Training 1/3 epoch (loss 1.4697):   9%|▉         | 184/2046 [02:16<23:07,  1.34it/s]
Training 1/3 epoch (loss 1.4697):   9%|▉         | 185/2046 [02:16<22:03,  1.41it/s]
Training 1/3 epoch (loss 1.5004):   9%|▉         | 185/2046 [02:17<22:03,  1.41it/s]
Training 1/3 epoch (loss 1.5004):   9%|▉         | 186/2046 [02:17<21:07,  1.47it/s]
Training 1/3 epoch (loss 1.2026):   9%|▉         | 186/2046 [02:18<21:07,  1.47it/s]
Training 1/3 epoch (loss 1.2026):   9%|▉         | 187/2046 [02:18<20:46,  1.49it/s]
Training 1/3 epoch (loss 1.3547):   9%|▉         | 187/2046 [02:18<20:46,  1.49it/s]
Training 1/3 epoch (loss 1.3547):   9%|▉         | 188/2046 [02:18<22:41,  1.36it/s]
Training 1/3 epoch (loss 1.5992):   9%|▉         | 188/2046 [02:19<22:41,  1.36it/s]
Training 1/3 epoch (loss 1.5992):   9%|▉         | 189/2046 [02:19<22:45,  1.36it/s]
Training 1/3 epoch (loss 1.2417):   9%|▉         | 189/2046 [02:20<22:45,  1.36it/s]
Training 1/3 epoch (loss 1.2417):   9%|▉         | 190/2046 [02:20<24:57,  1.24it/s]
Training 1/3 epoch (loss 1.2647):   9%|▉         | 190/2046 [02:21<24:57,  1.24it/s]
Training 1/3 epoch (loss 1.2647):   9%|▉         | 191/2046 [02:21<23:17,  1.33it/s]
Training 1/3 epoch (loss 1.3083):   9%|▉         | 191/2046 [02:21<23:17,  1.33it/s]
Training 1/3 epoch (loss 1.3083):   9%|▉         | 192/2046 [02:21<23:16,  1.33it/s]
Training 1/3 epoch (loss 1.5443):   9%|▉         | 192/2046 [02:22<23:16,  1.33it/s]
Training 1/3 epoch (loss 1.5443):   9%|▉         | 193/2046 [02:22<22:56,  1.35it/s]
Training 1/3 epoch (loss 1.4399):   9%|▉         | 193/2046 [02:23<22:56,  1.35it/s]
Training 1/3 epoch (loss 1.4399):   9%|▉         | 194/2046 [02:23<24:15,  1.27it/s]
Training 1/3 epoch (loss 1.7163):   9%|▉         | 194/2046 [02:24<24:15,  1.27it/s]
Training 1/3 epoch (loss 1.7163):  10%|▉         | 195/2046 [02:24<23:39,  1.30it/s]
Training 1/3 epoch (loss 1.4852):  10%|▉         | 195/2046 [02:24<23:39,  1.30it/s]
Training 1/3 epoch (loss 1.4852):  10%|▉         | 196/2046 [02:24<22:11,  1.39it/s]
Training 1/3 epoch (loss 1.4968):  10%|▉         | 196/2046 [02:25<22:11,  1.39it/s]
Training 1/3 epoch (loss 1.4968):  10%|▉         | 197/2046 [02:25<21:30,  1.43it/s]
Training 1/3 epoch (loss 1.5864):  10%|▉         | 197/2046 [02:26<21:30,  1.43it/s]
Training 1/3 epoch (loss 1.5864):  10%|▉         | 198/2046 [02:26<20:42,  1.49it/s]
Training 1/3 epoch (loss 1.4679):  10%|▉         | 198/2046 [02:27<20:42,  1.49it/s]
Training 1/3 epoch (loss 1.4679):  10%|▉         | 199/2046 [02:27<22:18,  1.38it/s]
Training 1/3 epoch (loss 1.4650):  10%|▉         | 199/2046 [02:27<22:18,  1.38it/s]
Training 1/3 epoch (loss 1.4650):  10%|▉         | 200/2046 [02:27<22:44,  1.35it/s]
Training 1/3 epoch (loss 1.3490):  10%|▉         | 200/2046 [02:28<22:44,  1.35it/s]
Training 1/3 epoch (loss 1.3490):  10%|▉         | 201/2046 [02:28<22:22,  1.37it/s]
Training 1/3 epoch (loss 1.4909):  10%|▉         | 201/2046 [02:29<22:22,  1.37it/s]
Training 1/3 epoch (loss 1.4909):  10%|▉         | 202/2046 [02:29<24:01,  1.28it/s]
Training 1/3 epoch (loss 1.3978):  10%|▉         | 202/2046 [02:30<24:01,  1.28it/s]
Training 1/3 epoch (loss 1.3978):  10%|▉         | 203/2046 [02:30<22:28,  1.37it/s]
Training 1/3 epoch (loss 1.3879):  10%|▉         | 203/2046 [02:30<22:28,  1.37it/s]
Training 1/3 epoch (loss 1.3879):  10%|▉         | 204/2046 [02:30<21:59,  1.40it/s]
Training 1/3 epoch (loss 1.3053):  10%|▉         | 204/2046 [02:31<21:59,  1.40it/s]
Training 1/3 epoch (loss 1.3053):  10%|█         | 205/2046 [02:31<22:12,  1.38it/s]
Training 1/3 epoch (loss 1.5173):  10%|█         | 205/2046 [02:32<22:12,  1.38it/s]
Training 1/3 epoch (loss 1.5173):  10%|█         | 206/2046 [02:32<21:48,  1.41it/s]
Training 1/3 epoch (loss 1.4618):  10%|█         | 206/2046 [02:32<21:48,  1.41it/s]
Training 1/3 epoch (loss 1.4618):  10%|█         | 207/2046 [02:32<21:18,  1.44it/s]
Training 1/3 epoch (loss 1.2698):  10%|█         | 207/2046 [02:33<21:18,  1.44it/s]
Training 1/3 epoch (loss 1.2698):  10%|█         | 208/2046 [02:33<23:33,  1.30it/s]
Training 1/3 epoch (loss 1.4725):  10%|█         | 208/2046 [02:34<23:33,  1.30it/s]
Training 1/3 epoch (loss 1.4725):  10%|█         | 209/2046 [02:34<23:04,  1.33it/s]
Training 1/3 epoch (loss 1.2364):  10%|█         | 209/2046 [02:35<23:04,  1.33it/s]
Training 1/3 epoch (loss 1.2364):  10%|█         | 210/2046 [02:35<23:04,  1.33it/s]
Training 1/3 epoch (loss 1.3489):  10%|█         | 210/2046 [02:35<23:04,  1.33it/s]
Training 1/3 epoch (loss 1.3489):  10%|█         | 211/2046 [02:35<23:29,  1.30it/s]
Training 1/3 epoch (loss 1.5059):  10%|█         | 211/2046 [02:36<23:29,  1.30it/s]
Training 1/3 epoch (loss 1.5059):  10%|█         | 212/2046 [02:36<22:47,  1.34it/s]
Training 1/3 epoch (loss 1.4334):  10%|█         | 212/2046 [02:37<22:47,  1.34it/s]
Training 1/3 epoch (loss 1.4334):  10%|█         | 213/2046 [02:37<21:36,  1.41it/s]
Training 1/3 epoch (loss 1.2644):  10%|█         | 213/2046 [02:37<21:36,  1.41it/s]
Training 1/3 epoch (loss 1.2644):  10%|█         | 214/2046 [02:37<20:43,  1.47it/s]
Training 1/3 epoch (loss 1.4753):  10%|█         | 214/2046 [02:38<20:43,  1.47it/s]
Training 1/3 epoch (loss 1.4753):  11%|█         | 215/2046 [02:38<21:42,  1.41it/s]
Training 1/3 epoch (loss 1.3028):  11%|█         | 215/2046 [02:39<21:42,  1.41it/s]
Training 1/3 epoch (loss 1.3028):  11%|█         | 216/2046 [02:39<22:03,  1.38it/s]
Training 1/3 epoch (loss 1.3925):  11%|█         | 216/2046 [02:40<22:03,  1.38it/s]
Training 1/3 epoch (loss 1.3925):  11%|█         | 217/2046 [02:40<21:04,  1.45it/s]
Training 1/3 epoch (loss 1.3674):  11%|█         | 217/2046 [02:40<21:04,  1.45it/s]
Training 1/3 epoch (loss 1.3674):  11%|█         | 218/2046 [02:40<20:59,  1.45it/s]
Training 1/3 epoch (loss 1.2668):  11%|█         | 218/2046 [02:41<20:59,  1.45it/s]
Training 1/3 epoch (loss 1.2668):  11%|█         | 219/2046 [02:41<20:23,  1.49it/s]
Training 1/3 epoch (loss 1.1741):  11%|█         | 219/2046 [02:42<20:23,  1.49it/s]
Training 1/3 epoch (loss 1.1741):  11%|█         | 220/2046 [02:42<20:09,  1.51it/s]
Training 1/3 epoch (loss 1.3965):  11%|█         | 220/2046 [02:42<20:09,  1.51it/s]
Training 1/3 epoch (loss 1.3965):  11%|█         | 221/2046 [02:42<20:20,  1.49it/s]
Training 1/3 epoch (loss 1.4373):  11%|█         | 221/2046 [02:43<20:20,  1.49it/s]
Training 1/3 epoch (loss 1.4373):  11%|█         | 222/2046 [02:43<20:24,  1.49it/s]
Training 1/3 epoch (loss 1.5393):  11%|█         | 222/2046 [02:44<20:24,  1.49it/s]
Training 1/3 epoch (loss 1.5393):  11%|█         | 223/2046 [02:44<20:19,  1.49it/s]
Training 1/3 epoch (loss 1.3118):  11%|█         | 223/2046 [02:44<20:19,  1.49it/s]
Training 1/3 epoch (loss 1.3118):  11%|█         | 224/2046 [02:44<21:59,  1.38it/s]
Training 1/3 epoch (loss 1.4575):  11%|█         | 224/2046 [02:45<21:59,  1.38it/s]
Training 1/3 epoch (loss 1.4575):  11%|█         | 225/2046 [02:45<21:30,  1.41it/s]
Training 1/3 epoch (loss 1.4277):  11%|█         | 225/2046 [02:46<21:30,  1.41it/s]
Training 1/3 epoch (loss 1.4277):  11%|█         | 226/2046 [02:46<20:38,  1.47it/s]
Training 1/3 epoch (loss 1.3808):  11%|█         | 226/2046 [02:46<20:38,  1.47it/s]
Training 1/3 epoch (loss 1.3808):  11%|█         | 227/2046 [02:46<20:12,  1.50it/s]
Training 1/3 epoch (loss 1.4045):  11%|█         | 227/2046 [02:47<20:12,  1.50it/s]
Training 1/3 epoch (loss 1.4045):  11%|█         | 228/2046 [02:47<19:41,  1.54it/s]
Training 1/3 epoch (loss 1.5163):  11%|█         | 228/2046 [02:48<19:41,  1.54it/s]
Training 1/3 epoch (loss 1.5163):  11%|█         | 229/2046 [02:48<19:17,  1.57it/s]
Training 1/3 epoch (loss 1.4929):  11%|█         | 229/2046 [02:48<19:17,  1.57it/s]
Training 1/3 epoch (loss 1.4929):  11%|█         | 230/2046 [02:48<20:22,  1.49it/s]
Training 1/3 epoch (loss 1.3176):  11%|█         | 230/2046 [02:49<20:22,  1.49it/s]
Training 1/3 epoch (loss 1.3176):  11%|█▏        | 231/2046 [02:49<21:32,  1.40it/s]
Training 1/3 epoch (loss 1.3424):  11%|█▏        | 231/2046 [02:50<21:32,  1.40it/s]
Training 1/3 epoch (loss 1.3424):  11%|█▏        | 232/2046 [02:50<22:17,  1.36it/s]
Training 1/3 epoch (loss 1.5590):  11%|█▏        | 232/2046 [02:51<22:17,  1.36it/s]
Training 1/3 epoch (loss 1.5590):  11%|█▏        | 233/2046 [02:51<22:01,  1.37it/s]
Training 1/3 epoch (loss 1.2534):  11%|█▏        | 233/2046 [02:51<22:01,  1.37it/s]
Training 1/3 epoch (loss 1.2534):  11%|█▏        | 234/2046 [02:51<20:58,  1.44it/s]
Training 1/3 epoch (loss 1.3382):  11%|█▏        | 234/2046 [02:52<20:58,  1.44it/s]
Training 1/3 epoch (loss 1.3382):  11%|█▏        | 235/2046 [02:52<20:14,  1.49it/s]
Training 1/3 epoch (loss 1.3808):  11%|█▏        | 235/2046 [02:53<20:14,  1.49it/s]
Training 1/3 epoch (loss 1.3808):  12%|█▏        | 236/2046 [02:53<21:06,  1.43it/s]
Training 1/3 epoch (loss 1.3804):  12%|█▏        | 236/2046 [02:53<21:06,  1.43it/s]
Training 1/3 epoch (loss 1.3804):  12%|█▏        | 237/2046 [02:53<22:43,  1.33it/s]
Training 1/3 epoch (loss 1.4012):  12%|█▏        | 237/2046 [02:54<22:43,  1.33it/s]
Training 1/3 epoch (loss 1.4012):  12%|█▏        | 238/2046 [02:54<23:13,  1.30it/s]
Training 1/3 epoch (loss 1.5018):  12%|█▏        | 238/2046 [02:55<23:13,  1.30it/s]
Training 1/3 epoch (loss 1.5018):  12%|█▏        | 239/2046 [02:55<23:20,  1.29it/s]
Training 1/3 epoch (loss 1.3556):  12%|█▏        | 239/2046 [02:56<23:20,  1.29it/s]
Training 1/3 epoch (loss 1.3556):  12%|█▏        | 240/2046 [02:56<23:17,  1.29it/s]
Training 1/3 epoch (loss 1.4416):  12%|█▏        | 240/2046 [02:57<23:17,  1.29it/s]
Training 1/3 epoch (loss 1.4416):  12%|█▏        | 241/2046 [02:57<22:21,  1.35it/s]
Training 1/3 epoch (loss 1.3613):  12%|█▏        | 241/2046 [02:57<22:21,  1.35it/s]
Training 1/3 epoch (loss 1.3613):  12%|█▏        | 242/2046 [02:57<21:17,  1.41it/s]
Training 1/3 epoch (loss 1.3293):  12%|█▏        | 242/2046 [02:58<21:17,  1.41it/s]
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Training 1/3 epoch (loss 1.4934):  12%|█▏        | 243/2046 [02:58<20:38,  1.46it/s]
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Training 1/3 epoch (loss 1.4480):  12%|█▏        | 244/2046 [02:59<20:07,  1.49it/s]
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Training 1/3 epoch (loss 1.3208):  12%|█▏        | 245/2046 [03:00<19:32,  1.54it/s]
Training 1/3 epoch (loss 1.3208):  12%|█▏        | 246/2046 [03:00<20:16,  1.48it/s]
Training 1/3 epoch (loss 1.3165):  12%|█▏        | 246/2046 [03:00<20:16,  1.48it/s]
Training 1/3 epoch (loss 1.3165):  12%|█▏        | 247/2046 [03:00<20:50,  1.44it/s]
Training 1/3 epoch (loss 1.4752):  12%|█▏        | 247/2046 [03:01<20:50,  1.44it/s]
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Training 1/3 epoch (loss 1.1899):  12%|█▏        | 248/2046 [03:02<22:13,  1.35it/s]
Training 1/3 epoch (loss 1.1899):  12%|█▏        | 249/2046 [03:02<21:17,  1.41it/s]
Training 1/3 epoch (loss 1.1815):  12%|█▏        | 249/2046 [03:03<21:17,  1.41it/s]
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Training 1/3 epoch (loss 1.4894):  12%|█▏        | 250/2046 [03:03<21:24,  1.40it/s]
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Training 1/3 epoch (loss 1.3250):  12%|█▏        | 251/2046 [03:04<21:21,  1.40it/s]
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Training 1/3 epoch (loss 1.4761):  12%|█▏        | 252/2046 [03:05<21:33,  1.39it/s]
Training 1/3 epoch (loss 1.4761):  12%|█▏        | 253/2046 [03:05<22:31,  1.33it/s]
Training 1/3 epoch (loss 1.1840):  12%|█▏        | 253/2046 [03:06<22:31,  1.33it/s]
Training 1/3 epoch (loss 1.1840):  12%|█▏        | 254/2046 [03:06<22:55,  1.30it/s]
Training 1/3 epoch (loss 1.2828):  12%|█▏        | 254/2046 [03:06<22:55,  1.30it/s]
Training 1/3 epoch (loss 1.2828):  12%|█▏        | 255/2046 [03:06<21:50,  1.37it/s]
Training 1/3 epoch (loss 1.5240):  12%|█▏        | 255/2046 [03:07<21:50,  1.37it/s]
Training 1/3 epoch (loss 1.5240):  13%|█▎        | 256/2046 [03:07<22:19,  1.34it/s]
Training 1/3 epoch (loss 1.5387):  13%|█▎        | 256/2046 [03:08<22:19,  1.34it/s]
Training 1/3 epoch (loss 1.5387):  13%|█▎        | 257/2046 [03:08<24:09,  1.23it/s]
Training 1/3 epoch (loss 1.3839):  13%|█▎        | 257/2046 [03:09<24:09,  1.23it/s]
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Training 1/3 epoch (loss 1.2123):  13%|█▎        | 258/2046 [03:10<23:04,  1.29it/s]
Training 1/3 epoch (loss 1.2123):  13%|█▎        | 259/2046 [03:10<22:00,  1.35it/s]
Training 1/3 epoch (loss 1.5085):  13%|█▎        | 259/2046 [03:10<22:00,  1.35it/s]
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Training 1/3 epoch (loss 1.2938):  13%|█▎        | 260/2046 [03:11<21:18,  1.40it/s]
Training 1/3 epoch (loss 1.2938):  13%|█▎        | 261/2046 [03:11<20:25,  1.46it/s]
Training 1/3 epoch (loss 1.3105):  13%|█▎        | 261/2046 [03:11<20:25,  1.46it/s]
Training 1/3 epoch (loss 1.3105):  13%|█▎        | 262/2046 [03:11<19:58,  1.49it/s]
Training 1/3 epoch (loss 1.3323):  13%|█▎        | 262/2046 [03:12<19:58,  1.49it/s]
Training 1/3 epoch (loss 1.3323):  13%|█▎        | 263/2046 [03:12<19:52,  1.50it/s]
Training 1/3 epoch (loss 1.5146):  13%|█▎        | 263/2046 [03:13<19:52,  1.50it/s]
Training 1/3 epoch (loss 1.5146):  13%|█▎        | 264/2046 [03:13<20:32,  1.45it/s]
Training 1/3 epoch (loss 1.3531):  13%|█▎        | 264/2046 [03:13<20:32,  1.45it/s]
Training 1/3 epoch (loss 1.3531):  13%|█▎        | 265/2046 [03:13<19:51,  1.49it/s]
Training 1/3 epoch (loss 1.2726):  13%|█▎        | 265/2046 [03:14<19:51,  1.49it/s]
Training 1/3 epoch (loss 1.2726):  13%|█▎        | 266/2046 [03:14<20:07,  1.47it/s]
Training 1/3 epoch (loss 1.2886):  13%|█▎        | 266/2046 [03:15<20:07,  1.47it/s]
Training 1/3 epoch (loss 1.2886):  13%|█▎        | 267/2046 [03:15<19:42,  1.51it/s]
Training 1/3 epoch (loss 1.3412):  13%|█▎        | 267/2046 [03:16<19:42,  1.51it/s]
Training 1/3 epoch (loss 1.3412):  13%|█▎        | 268/2046 [03:16<20:48,  1.42it/s]
Training 1/3 epoch (loss 1.4051):  13%|█▎        | 268/2046 [03:16<20:48,  1.42it/s]
Training 1/3 epoch (loss 1.4051):  13%|█▎        | 269/2046 [03:16<19:56,  1.49it/s]
Training 1/3 epoch (loss 1.1556):  13%|█▎        | 269/2046 [03:17<19:56,  1.49it/s]
Training 1/3 epoch (loss 1.1556):  13%|█▎        | 270/2046 [03:17<20:17,  1.46it/s]
Training 1/3 epoch (loss 1.5297):  13%|█▎        | 270/2046 [03:18<20:17,  1.46it/s]
Training 1/3 epoch (loss 1.5297):  13%|█▎        | 271/2046 [03:18<21:04,  1.40it/s]
Training 1/3 epoch (loss 1.3867):  13%|█▎        | 271/2046 [03:19<21:04,  1.40it/s]
Training 1/3 epoch (loss 1.3867):  13%|█▎        | 272/2046 [03:19<22:27,  1.32it/s]
Training 1/3 epoch (loss 1.5779):  13%|█▎        | 272/2046 [03:19<22:27,  1.32it/s]
Training 1/3 epoch (loss 1.5779):  13%|█▎        | 273/2046 [03:19<22:39,  1.30it/s]
Training 1/3 epoch (loss 1.5891):  13%|█▎        | 273/2046 [03:20<22:39,  1.30it/s]
Training 1/3 epoch (loss 1.5891):  13%|█▎        | 274/2046 [03:20<21:52,  1.35it/s]
Training 1/3 epoch (loss 1.2218):  13%|█▎        | 274/2046 [03:21<21:52,  1.35it/s]
Training 1/3 epoch (loss 1.2218):  13%|█▎        | 275/2046 [03:21<21:00,  1.40it/s]
Training 1/3 epoch (loss 1.3062):  13%|█▎        | 275/2046 [03:21<21:00,  1.40it/s]
Training 1/3 epoch (loss 1.3062):  13%|█▎        | 276/2046 [03:21<20:17,  1.45it/s]
Training 1/3 epoch (loss 1.5834):  13%|█▎        | 276/2046 [03:22<20:17,  1.45it/s]
Training 1/3 epoch (loss 1.5834):  14%|█▎        | 277/2046 [03:22<19:56,  1.48it/s]
Training 1/3 epoch (loss 1.1943):  14%|█▎        | 277/2046 [03:23<19:56,  1.48it/s]
Training 1/3 epoch (loss 1.1943):  14%|█▎        | 278/2046 [03:23<21:31,  1.37it/s]
Training 1/3 epoch (loss 1.3029):  14%|█▎        | 278/2046 [03:24<21:31,  1.37it/s]
Training 1/3 epoch (loss 1.3029):  14%|█▎        | 279/2046 [03:24<21:14,  1.39it/s]
Training 1/3 epoch (loss 1.3493):  14%|█▎        | 279/2046 [03:24<21:14,  1.39it/s]
Training 1/3 epoch (loss 1.3493):  14%|█▎        | 280/2046 [03:24<22:47,  1.29it/s]
Training 1/3 epoch (loss 1.3884):  14%|█▎        | 280/2046 [03:25<22:47,  1.29it/s]
Training 1/3 epoch (loss 1.3884):  14%|█▎        | 281/2046 [03:25<21:20,  1.38it/s]
Training 1/3 epoch (loss 1.6855):  14%|█▎        | 281/2046 [03:26<21:20,  1.38it/s]
Training 1/3 epoch (loss 1.6855):  14%|█▍        | 282/2046 [03:26<21:43,  1.35it/s]
Training 1/3 epoch (loss 1.1628):  14%|█▍        | 282/2046 [03:26<21:43,  1.35it/s]
Training 1/3 epoch (loss 1.1628):  14%|█▍        | 283/2046 [03:26<20:43,  1.42it/s]
Training 1/3 epoch (loss 1.2662):  14%|█▍        | 283/2046 [03:27<20:43,  1.42it/s]
Training 1/3 epoch (loss 1.2662):  14%|█▍        | 284/2046 [03:27<20:15,  1.45it/s]
Training 1/3 epoch (loss 1.3457):  14%|█▍        | 284/2046 [03:28<20:15,  1.45it/s]
Training 1/3 epoch (loss 1.3457):  14%|█▍        | 285/2046 [03:28<19:38,  1.49it/s]
Training 1/3 epoch (loss 1.3838):  14%|█▍        | 285/2046 [03:28<19:38,  1.49it/s]
Training 1/3 epoch (loss 1.3838):  14%|█▍        | 286/2046 [03:28<20:01,  1.47it/s]
Training 1/3 epoch (loss 1.2694):  14%|█▍        | 286/2046 [03:29<20:01,  1.47it/s]
Training 1/3 epoch (loss 1.2694):  14%|█▍        | 287/2046 [03:29<20:00,  1.47it/s]
Training 1/3 epoch (loss 1.3388):  14%|█▍        | 287/2046 [03:30<20:00,  1.47it/s]
Training 1/3 epoch (loss 1.3388):  14%|█▍        | 288/2046 [03:30<20:18,  1.44it/s]
Training 1/3 epoch (loss 1.3729):  14%|█▍        | 288/2046 [03:31<20:18,  1.44it/s]
Training 1/3 epoch (loss 1.3729):  14%|█▍        | 289/2046 [03:31<21:03,  1.39it/s]
Training 1/3 epoch (loss 1.4200):  14%|█▍        | 289/2046 [03:31<21:03,  1.39it/s]
Training 1/3 epoch (loss 1.4200):  14%|█▍        | 290/2046 [03:31<21:59,  1.33it/s]
Training 1/3 epoch (loss 1.5499):  14%|█▍        | 290/2046 [03:32<21:59,  1.33it/s]
Training 1/3 epoch (loss 1.5499):  14%|█▍        | 291/2046 [03:32<22:20,  1.31it/s]
Training 1/3 epoch (loss 1.3694):  14%|█▍        | 291/2046 [03:33<22:20,  1.31it/s]
Training 1/3 epoch (loss 1.3694):  14%|█▍        | 292/2046 [03:33<22:44,  1.29it/s]
Training 1/3 epoch (loss 1.5587):  14%|█▍        | 292/2046 [03:34<22:44,  1.29it/s]
Training 1/3 epoch (loss 1.5587):  14%|█▍        | 293/2046 [03:34<22:04,  1.32it/s]
Training 1/3 epoch (loss 1.4697):  14%|█▍        | 293/2046 [03:34<22:04,  1.32it/s]
Training 1/3 epoch (loss 1.4697):  14%|█▍        | 294/2046 [03:34<21:02,  1.39it/s]
Training 1/3 epoch (loss 1.1234):  14%|█▍        | 294/2046 [03:35<21:02,  1.39it/s]
Training 1/3 epoch (loss 1.1234):  14%|█▍        | 295/2046 [03:35<20:06,  1.45it/s]
Training 1/3 epoch (loss 1.3687):  14%|█▍        | 295/2046 [03:36<20:06,  1.45it/s]
Training 1/3 epoch (loss 1.3687):  14%|█▍        | 296/2046 [03:36<21:32,  1.35it/s]
Training 1/3 epoch (loss 1.5823):  14%|█▍        | 296/2046 [03:37<21:32,  1.35it/s]
Training 1/3 epoch (loss 1.5823):  15%|█▍        | 297/2046 [03:37<22:03,  1.32it/s]
Training 1/3 epoch (loss 1.4892):  15%|█▍        | 297/2046 [03:37<22:03,  1.32it/s]
Training 1/3 epoch (loss 1.4892):  15%|█▍        | 298/2046 [03:37<21:22,  1.36it/s]
Training 1/3 epoch (loss 1.1859):  15%|█▍        | 298/2046 [03:38<21:22,  1.36it/s]
Training 1/3 epoch (loss 1.1859):  15%|█▍        | 299/2046 [03:38<22:43,  1.28it/s]
Training 1/3 epoch (loss 1.3410):  15%|█▍        | 299/2046 [03:39<22:43,  1.28it/s]
Training 1/3 epoch (loss 1.3410):  15%|█▍        | 300/2046 [03:39<21:51,  1.33it/s]
Training 1/3 epoch (loss 1.2706):  15%|█▍        | 300/2046 [03:40<21:51,  1.33it/s]
Training 1/3 epoch (loss 1.2706):  15%|█▍        | 301/2046 [03:40<20:51,  1.39it/s]
Training 1/3 epoch (loss 1.3946):  15%|█▍        | 301/2046 [03:40<20:51,  1.39it/s]
Training 1/3 epoch (loss 1.3946):  15%|█▍        | 302/2046 [03:40<19:57,  1.46it/s]
Training 1/3 epoch (loss 1.0967):  15%|█▍        | 302/2046 [03:41<19:57,  1.46it/s]
Training 1/3 epoch (loss 1.0967):  15%|█▍        | 303/2046 [03:41<19:27,  1.49it/s]
Training 1/3 epoch (loss 1.5047):  15%|█▍        | 303/2046 [03:42<19:27,  1.49it/s]
Training 1/3 epoch (loss 1.5047):  15%|█▍        | 304/2046 [03:42<21:01,  1.38it/s]
Training 1/3 epoch (loss 1.4282):  15%|█▍        | 304/2046 [03:42<21:01,  1.38it/s]
Training 1/3 epoch (loss 1.4282):  15%|█▍        | 305/2046 [03:42<20:48,  1.39it/s]
Training 1/3 epoch (loss 1.1580):  15%|█▍        | 305/2046 [03:43<20:48,  1.39it/s]
Training 1/3 epoch (loss 1.1580):  15%|█▍        | 306/2046 [03:43<19:50,  1.46it/s]
Training 1/3 epoch (loss 1.2863):  15%|█▍        | 306/2046 [03:44<19:50,  1.46it/s]
Training 1/3 epoch (loss 1.2863):  15%|█▌        | 307/2046 [03:44<19:48,  1.46it/s]
Training 1/3 epoch (loss 1.1715):  15%|█▌        | 307/2046 [03:44<19:48,  1.46it/s]
Training 1/3 epoch (loss 1.1715):  15%|█▌        | 308/2046 [03:44<20:09,  1.44it/s]
Training 1/3 epoch (loss 1.3179):  15%|█▌        | 308/2046 [03:45<20:09,  1.44it/s]
Training 1/3 epoch (loss 1.3179):  15%|█▌        | 309/2046 [03:45<19:28,  1.49it/s]
Training 1/3 epoch (loss 1.1771):  15%|█▌        | 309/2046 [03:46<19:28,  1.49it/s]
Training 1/3 epoch (loss 1.1771):  15%|█▌        | 310/2046 [03:46<19:25,  1.49it/s]
Training 1/3 epoch (loss 1.2849):  15%|█▌        | 310/2046 [03:46<19:25,  1.49it/s]
Training 1/3 epoch (loss 1.2849):  15%|█▌        | 311/2046 [03:46<18:53,  1.53it/s]
Training 1/3 epoch (loss 1.2553):  15%|█▌        | 311/2046 [03:47<18:53,  1.53it/s]
Training 1/3 epoch (loss 1.2553):  15%|█▌        | 312/2046 [03:47<19:35,  1.47it/s]
Training 1/3 epoch (loss 1.3379):  15%|█▌        | 312/2046 [03:48<19:35,  1.47it/s]
Training 1/3 epoch (loss 1.3379):  15%|█▌        | 313/2046 [03:48<19:24,  1.49it/s]
Training 1/3 epoch (loss 1.3481):  15%|█▌        | 313/2046 [03:48<19:24,  1.49it/s]
Training 1/3 epoch (loss 1.3481):  15%|█▌        | 314/2046 [03:48<20:19,  1.42it/s]
Training 1/3 epoch (loss 1.4191):  15%|█▌        | 314/2046 [03:49<20:19,  1.42it/s]
Training 1/3 epoch (loss 1.4191):  15%|█▌        | 315/2046 [03:49<20:27,  1.41it/s]
Training 1/3 epoch (loss 1.3981):  15%|█▌        | 315/2046 [03:50<20:27,  1.41it/s]
Training 1/3 epoch (loss 1.3981):  15%|█▌        | 316/2046 [03:50<21:03,  1.37it/s]
Training 1/3 epoch (loss 1.4324):  15%|█▌        | 316/2046 [03:51<21:03,  1.37it/s]
Training 1/3 epoch (loss 1.4324):  15%|█▌        | 317/2046 [03:51<21:53,  1.32it/s]
Training 1/3 epoch (loss 1.4879):  15%|█▌        | 317/2046 [03:51<21:53,  1.32it/s]
Training 1/3 epoch (loss 1.4879):  16%|█▌        | 318/2046 [03:51<20:40,  1.39it/s]
Training 1/3 epoch (loss 1.4688):  16%|█▌        | 318/2046 [03:52<20:40,  1.39it/s]
Training 1/3 epoch (loss 1.4688):  16%|█▌        | 319/2046 [03:52<20:18,  1.42it/s]
Training 1/3 epoch (loss 1.4564):  16%|█▌        | 319/2046 [03:53<20:18,  1.42it/s]
Training 1/3 epoch (loss 1.4564):  16%|█▌        | 320/2046 [03:53<22:30,  1.28it/s]
Training 1/3 epoch (loss 1.4361):  16%|█▌        | 320/2046 [03:54<22:30,  1.28it/s]
Training 1/3 epoch (loss 1.4361):  16%|█▌        | 321/2046 [03:54<22:38,  1.27it/s]
Training 1/3 epoch (loss 1.2474):  16%|█▌        | 321/2046 [03:54<22:38,  1.27it/s]
Training 1/3 epoch (loss 1.2474):  16%|█▌        | 322/2046 [03:54<21:21,  1.35it/s]
Training 1/3 epoch (loss 1.3316):  16%|█▌        | 322/2046 [03:55<21:21,  1.35it/s]
Training 1/3 epoch (loss 1.3316):  16%|█▌        | 323/2046 [03:55<21:09,  1.36it/s]
Training 1/3 epoch (loss 1.3133):  16%|█▌        | 323/2046 [03:56<21:09,  1.36it/s]
Training 1/3 epoch (loss 1.3133):  16%|█▌        | 324/2046 [03:56<20:32,  1.40it/s]
Training 1/3 epoch (loss 1.2134):  16%|█▌        | 324/2046 [03:57<20:32,  1.40it/s]
Training 1/3 epoch (loss 1.2134):  16%|█▌        | 325/2046 [03:57<21:02,  1.36it/s]
Training 1/3 epoch (loss 1.4047):  16%|█▌        | 325/2046 [03:57<21:02,  1.36it/s]
Training 1/3 epoch (loss 1.4047):  16%|█▌        | 326/2046 [03:57<20:11,  1.42it/s]
Training 1/3 epoch (loss 1.4613):  16%|█▌        | 326/2046 [03:58<20:11,  1.42it/s]
Training 1/3 epoch (loss 1.4613):  16%|█▌        | 327/2046 [03:58<20:00,  1.43it/s]
Training 1/3 epoch (loss 1.3142):  16%|█▌        | 327/2046 [03:59<20:00,  1.43it/s]
Training 1/3 epoch (loss 1.3142):  16%|█▌        | 328/2046 [03:59<21:05,  1.36it/s]
Training 1/3 epoch (loss 1.1978):  16%|█▌        | 328/2046 [03:59<21:05,  1.36it/s]
Training 1/3 epoch (loss 1.1978):  16%|█▌        | 329/2046 [03:59<20:44,  1.38it/s]
Training 1/3 epoch (loss 1.5019):  16%|█▌        | 329/2046 [04:00<20:44,  1.38it/s]
Training 1/3 epoch (loss 1.5019):  16%|█▌        | 330/2046 [04:00<20:13,  1.41it/s]
Training 1/3 epoch (loss 1.2616):  16%|█▌        | 330/2046 [04:01<20:13,  1.41it/s]
Training 1/3 epoch (loss 1.2616):  16%|█▌        | 331/2046 [04:01<20:06,  1.42it/s]
Training 1/3 epoch (loss 1.2281):  16%|█▌        | 331/2046 [04:02<20:06,  1.42it/s]
Training 1/3 epoch (loss 1.2281):  16%|█▌        | 332/2046 [04:02<21:00,  1.36it/s]
Training 1/3 epoch (loss 1.2244):  16%|█▌        | 332/2046 [04:02<21:00,  1.36it/s]
Training 1/3 epoch (loss 1.2244):  16%|█▋        | 333/2046 [04:02<20:37,  1.38it/s]
Training 1/3 epoch (loss 1.5817):  16%|█▋        | 333/2046 [04:03<20:37,  1.38it/s]
Training 1/3 epoch (loss 1.5817):  16%|█▋        | 334/2046 [04:03<19:49,  1.44it/s]
Training 1/3 epoch (loss 1.4320):  16%|█▋        | 334/2046 [04:04<19:49,  1.44it/s]
Training 1/3 epoch (loss 1.4320):  16%|█▋        | 335/2046 [04:04<20:18,  1.40it/s]
Training 1/3 epoch (loss 1.2720):  16%|█▋        | 335/2046 [04:04<20:18,  1.40it/s]
Training 1/3 epoch (loss 1.2720):  16%|█▋        | 336/2046 [04:04<21:15,  1.34it/s]
Training 1/3 epoch (loss 1.4353):  16%|█▋        | 336/2046 [04:05<21:15,  1.34it/s]
Training 1/3 epoch (loss 1.4353):  16%|█▋        | 337/2046 [04:05<21:08,  1.35it/s]
Training 1/3 epoch (loss 1.4782):  16%|█▋        | 337/2046 [04:06<21:08,  1.35it/s]
Training 1/3 epoch (loss 1.4782):  17%|█▋        | 338/2046 [04:06<20:10,  1.41it/s]
Training 1/3 epoch (loss 1.5457):  17%|█▋        | 338/2046 [04:06<20:10,  1.41it/s]
Training 1/3 epoch (loss 1.5457):  17%|█▋        | 339/2046 [04:06<19:33,  1.45it/s]
Training 1/3 epoch (loss 1.3054):  17%|█▋        | 339/2046 [04:07<19:33,  1.45it/s]
Training 1/3 epoch (loss 1.3054):  17%|█▋        | 340/2046 [04:07<19:41,  1.44it/s]
Training 1/3 epoch (loss 1.2173):  17%|█▋        | 340/2046 [04:08<19:41,  1.44it/s]
Training 1/3 epoch (loss 1.2173):  17%|█▋        | 341/2046 [04:08<20:12,  1.41it/s]
Training 1/3 epoch (loss 1.4227):  17%|█▋        | 341/2046 [04:09<20:12,  1.41it/s]
Training 1/3 epoch (loss 1.4227):  17%|█▋        | 342/2046 [04:09<19:25,  1.46it/s]
Training 1/3 epoch (loss 1.2346):  17%|█▋        | 342/2046 [04:09<19:25,  1.46it/s]
Training 1/3 epoch (loss 1.2346):  17%|█▋        | 343/2046 [04:09<18:55,  1.50it/s]
Training 1/3 epoch (loss 1.2469):  17%|█▋        | 343/2046 [04:10<18:55,  1.50it/s]
Training 1/3 epoch (loss 1.2469):  17%|█▋        | 344/2046 [04:10<19:28,  1.46it/s]
Training 1/3 epoch (loss 1.2111):  17%|█▋        | 344/2046 [04:11<19:28,  1.46it/s]
Training 1/3 epoch (loss 1.2111):  17%|█▋        | 345/2046 [04:11<18:56,  1.50it/s]
Training 1/3 epoch (loss 1.5433):  17%|█▋        | 345/2046 [04:11<18:56,  1.50it/s]
Training 1/3 epoch (loss 1.5433):  17%|█▋        | 346/2046 [04:11<18:26,  1.54it/s]
Training 1/3 epoch (loss 1.1502):  17%|█▋        | 346/2046 [04:12<18:26,  1.54it/s]
Training 1/3 epoch (loss 1.1502):  17%|█▋        | 347/2046 [04:12<18:15,  1.55it/s]
Training 1/3 epoch (loss 1.2867):  17%|█▋        | 347/2046 [04:13<18:15,  1.55it/s]
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Training 1/3 epoch (loss 1.3927):  17%|█▋        | 348/2046 [04:13<18:48,  1.50it/s]
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Training 1/3 epoch (loss 1.3471):  17%|█▋        | 349/2046 [04:14<18:54,  1.50it/s]
Training 1/3 epoch (loss 1.3471):  17%|█▋        | 350/2046 [04:14<19:04,  1.48it/s]
Training 1/3 epoch (loss 1.2358):  17%|█▋        | 350/2046 [04:15<19:04,  1.48it/s]
Training 1/3 epoch (loss 1.2358):  17%|█▋        | 351/2046 [04:15<19:56,  1.42it/s]
Training 1/3 epoch (loss 1.4829):  17%|█▋        | 351/2046 [04:16<19:56,  1.42it/s]
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Training 1/3 epoch (loss 1.2856):  17%|█▋        | 352/2046 [04:16<21:16,  1.33it/s]
Training 1/3 epoch (loss 1.2856):  17%|█▋        | 353/2046 [04:16<22:23,  1.26it/s]
Training 1/3 epoch (loss 1.2136):  17%|█▋        | 353/2046 [04:17<22:23,  1.26it/s]
Training 1/3 epoch (loss 1.2136):  17%|█▋        | 354/2046 [04:17<21:25,  1.32it/s]
Training 1/3 epoch (loss 1.3638):  17%|█▋        | 354/2046 [04:18<21:25,  1.32it/s]
Training 1/3 epoch (loss 1.3638):  17%|█▋        | 355/2046 [04:18<20:55,  1.35it/s]
Training 1/3 epoch (loss 1.3975):  17%|█▋        | 355/2046 [04:19<20:55,  1.35it/s]
Training 1/3 epoch (loss 1.3975):  17%|█▋        | 356/2046 [04:19<21:31,  1.31it/s]
Training 1/3 epoch (loss 1.2919):  17%|█▋        | 356/2046 [04:19<21:31,  1.31it/s]
Training 1/3 epoch (loss 1.2919):  17%|█▋        | 357/2046 [04:19<21:41,  1.30it/s]
Training 1/3 epoch (loss 1.5007):  17%|█▋        | 357/2046 [04:20<21:41,  1.30it/s]
Training 1/3 epoch (loss 1.5007):  17%|█▋        | 358/2046 [04:20<22:01,  1.28it/s]
Training 1/3 epoch (loss 1.3464):  17%|█▋        | 358/2046 [04:21<22:01,  1.28it/s]
Training 1/3 epoch (loss 1.3464):  18%|█▊        | 359/2046 [04:21<20:50,  1.35it/s]
Training 1/3 epoch (loss 1.5226):  18%|█▊        | 359/2046 [04:22<20:50,  1.35it/s]
Training 1/3 epoch (loss 1.5226):  18%|█▊        | 360/2046 [04:22<21:34,  1.30it/s]
Training 1/3 epoch (loss 1.4504):  18%|█▊        | 360/2046 [04:22<21:34,  1.30it/s]
Training 1/3 epoch (loss 1.4504):  18%|█▊        | 361/2046 [04:22<21:36,  1.30it/s]
Training 1/3 epoch (loss 1.3457):  18%|█▊        | 361/2046 [04:23<21:36,  1.30it/s]
Training 1/3 epoch (loss 1.3457):  18%|█▊        | 362/2046 [04:23<22:18,  1.26it/s]
Training 1/3 epoch (loss 1.6159):  18%|█▊        | 362/2046 [04:24<22:18,  1.26it/s]
Training 1/3 epoch (loss 1.6159):  18%|█▊        | 363/2046 [04:24<21:24,  1.31it/s]
Training 1/3 epoch (loss 1.4400):  18%|█▊        | 363/2046 [04:25<21:24,  1.31it/s]
Training 1/3 epoch (loss 1.4400):  18%|█▊        | 364/2046 [04:25<22:38,  1.24it/s]
Training 1/3 epoch (loss 1.1858):  18%|█▊        | 364/2046 [04:26<22:38,  1.24it/s]
Training 1/3 epoch (loss 1.1858):  18%|█▊        | 365/2046 [04:26<21:42,  1.29it/s]
Training 1/3 epoch (loss 1.4507):  18%|█▊        | 365/2046 [04:26<21:42,  1.29it/s]
Training 1/3 epoch (loss 1.4507):  18%|█▊        | 366/2046 [04:26<20:30,  1.37it/s]
Training 1/3 epoch (loss 1.3477):  18%|█▊        | 366/2046 [04:27<20:30,  1.37it/s]
Training 1/3 epoch (loss 1.3477):  18%|█▊        | 367/2046 [04:27<19:38,  1.43it/s]
Training 1/3 epoch (loss 1.3803):  18%|█▊        | 367/2046 [04:28<19:38,  1.43it/s]
Training 1/3 epoch (loss 1.3803):  18%|█▊        | 368/2046 [04:28<20:06,  1.39it/s]
Training 1/3 epoch (loss 1.5209):  18%|█▊        | 368/2046 [04:28<20:06,  1.39it/s]
Training 1/3 epoch (loss 1.5209):  18%|█▊        | 369/2046 [04:28<19:50,  1.41it/s]
Training 1/3 epoch (loss 1.4846):  18%|█▊        | 369/2046 [04:29<19:50,  1.41it/s]
Training 1/3 epoch (loss 1.4846):  18%|█▊        | 370/2046 [04:29<20:27,  1.37it/s]
Training 1/3 epoch (loss 1.2104):  18%|█▊        | 370/2046 [04:30<20:27,  1.37it/s]
Training 1/3 epoch (loss 1.2104):  18%|█▊        | 371/2046 [04:30<19:28,  1.43it/s]
Training 1/3 epoch (loss 1.3847):  18%|█▊        | 371/2046 [04:30<19:28,  1.43it/s]
Training 1/3 epoch (loss 1.3847):  18%|█▊        | 372/2046 [04:30<18:58,  1.47it/s]
Training 1/3 epoch (loss 1.4046):  18%|█▊        | 372/2046 [04:31<18:58,  1.47it/s]
Training 1/3 epoch (loss 1.4046):  18%|█▊        | 373/2046 [04:31<19:34,  1.42it/s]
Training 1/3 epoch (loss 1.2649):  18%|█▊        | 373/2046 [04:32<19:34,  1.42it/s]
Training 1/3 epoch (loss 1.2649):  18%|█▊        | 374/2046 [04:32<18:59,  1.47it/s]
Training 1/3 epoch (loss 1.4142):  18%|█▊        | 374/2046 [04:32<18:59,  1.47it/s]
Training 1/3 epoch (loss 1.4142):  18%|█▊        | 375/2046 [04:32<18:24,  1.51it/s]
Training 1/3 epoch (loss 1.4007):  18%|█▊        | 375/2046 [04:33<18:24,  1.51it/s]
Training 1/3 epoch (loss 1.4007):  18%|█▊        | 376/2046 [04:33<20:01,  1.39it/s]
Training 1/3 epoch (loss 1.4162):  18%|█▊        | 376/2046 [04:34<20:01,  1.39it/s]
Training 1/3 epoch (loss 1.4162):  18%|█▊        | 377/2046 [04:34<19:57,  1.39it/s]
Training 1/3 epoch (loss 1.3231):  18%|█▊        | 377/2046 [04:35<19:57,  1.39it/s]
Training 1/3 epoch (loss 1.3231):  18%|█▊        | 378/2046 [04:35<19:14,  1.44it/s]
Training 1/3 epoch (loss 1.4924):  18%|█▊        | 378/2046 [04:35<19:14,  1.44it/s]
Training 1/3 epoch (loss 1.4924):  19%|█▊        | 379/2046 [04:35<20:28,  1.36it/s]
Training 1/3 epoch (loss 1.1553):  19%|█▊        | 379/2046 [04:36<20:28,  1.36it/s]
Training 1/3 epoch (loss 1.1553):  19%|█▊        | 380/2046 [04:36<19:53,  1.40it/s]
Training 1/3 epoch (loss 1.3906):  19%|█▊        | 380/2046 [04:37<19:53,  1.40it/s]
Training 1/3 epoch (loss 1.3906):  19%|█▊        | 381/2046 [04:37<19:06,  1.45it/s]
Training 1/3 epoch (loss 1.4412):  19%|█▊        | 381/2046 [04:37<19:06,  1.45it/s]
Training 1/3 epoch (loss 1.4412):  19%|█▊        | 382/2046 [04:37<18:56,  1.46it/s]
Training 1/3 epoch (loss 1.2699):  19%|█▊        | 382/2046 [04:38<18:56,  1.46it/s]
Training 1/3 epoch (loss 1.2699):  19%|█▊        | 383/2046 [04:38<18:45,  1.48it/s]
Training 1/3 epoch (loss 1.1897):  19%|█▊        | 383/2046 [04:39<18:45,  1.48it/s]
Training 1/3 epoch (loss 1.1897):  19%|█▉        | 384/2046 [04:39<19:13,  1.44it/s]
Training 1/3 epoch (loss 1.4282):  19%|█▉        | 384/2046 [04:39<19:13,  1.44it/s]
Training 1/3 epoch (loss 1.4282):  19%|█▉        | 385/2046 [04:39<18:52,  1.47it/s]
Training 1/3 epoch (loss 1.3923):  19%|█▉        | 385/2046 [04:40<18:52,  1.47it/s]
Training 1/3 epoch (loss 1.3923):  19%|█▉        | 386/2046 [04:40<18:52,  1.47it/s]
Training 1/3 epoch (loss 1.3418):  19%|█▉        | 386/2046 [04:41<18:52,  1.47it/s]
Training 1/3 epoch (loss 1.3418):  19%|█▉        | 387/2046 [04:41<18:45,  1.47it/s]
Training 1/3 epoch (loss 1.3158):  19%|█▉        | 387/2046 [04:41<18:45,  1.47it/s]
Training 1/3 epoch (loss 1.3158):  19%|█▉        | 388/2046 [04:41<18:29,  1.49it/s]
Training 1/3 epoch (loss 1.2793):  19%|█▉        | 388/2046 [04:42<18:29,  1.49it/s]
Training 1/3 epoch (loss 1.2793):  19%|█▉        | 389/2046 [04:42<18:37,  1.48it/s]
Training 1/3 epoch (loss 1.5465):  19%|█▉        | 389/2046 [04:43<18:37,  1.48it/s]
Training 1/3 epoch (loss 1.5465):  19%|█▉        | 390/2046 [04:43<18:24,  1.50it/s]
Training 1/3 epoch (loss 1.1814):  19%|█▉        | 390/2046 [04:43<18:24,  1.50it/s]
Training 1/3 epoch (loss 1.1814):  19%|█▉        | 391/2046 [04:43<18:04,  1.53it/s]
Training 1/3 epoch (loss 1.1125):  19%|█▉        | 391/2046 [04:44<18:04,  1.53it/s]
Training 1/3 epoch (loss 1.1125):  19%|█▉        | 392/2046 [04:44<21:43,  1.27it/s]
Training 1/3 epoch (loss 1.2198):  19%|█▉        | 392/2046 [04:45<21:43,  1.27it/s]
Training 1/3 epoch (loss 1.2198):  19%|█▉        | 393/2046 [04:45<20:30,  1.34it/s]
Training 1/3 epoch (loss 1.1995):  19%|█▉        | 393/2046 [04:46<20:30,  1.34it/s]
Training 1/3 epoch (loss 1.1995):  19%|█▉        | 394/2046 [04:46<19:36,  1.40it/s]
Training 1/3 epoch (loss 1.2747):  19%|█▉        | 394/2046 [04:46<19:36,  1.40it/s]
Training 1/3 epoch (loss 1.2747):  19%|█▉        | 395/2046 [04:46<18:44,  1.47it/s]
Training 1/3 epoch (loss 1.3997):  19%|█▉        | 395/2046 [04:47<18:44,  1.47it/s]
Training 1/3 epoch (loss 1.3997):  19%|█▉        | 396/2046 [04:47<19:15,  1.43it/s]
Training 1/3 epoch (loss 1.3830):  19%|█▉        | 396/2046 [04:48<19:15,  1.43it/s]
Training 1/3 epoch (loss 1.3830):  19%|█▉        | 397/2046 [04:48<20:04,  1.37it/s]
Training 1/3 epoch (loss 1.4717):  19%|█▉        | 397/2046 [04:49<20:04,  1.37it/s]
Training 1/3 epoch (loss 1.4717):  19%|█▉        | 398/2046 [04:49<20:55,  1.31it/s]
Training 1/3 epoch (loss 1.2905):  19%|█▉        | 398/2046 [04:50<20:55,  1.31it/s]
Training 1/3 epoch (loss 1.2905):  20%|█▉        | 399/2046 [04:50<22:24,  1.23it/s]
Training 1/3 epoch (loss 1.1400):  20%|█▉        | 399/2046 [04:50<22:24,  1.23it/s]
Training 1/3 epoch (loss 1.1400):  20%|█▉        | 400/2046 [04:50<21:53,  1.25it/s]
Training 1/3 epoch (loss 1.3691):  20%|█▉        | 400/2046 [04:51<21:53,  1.25it/s]
Training 1/3 epoch (loss 1.3691):  20%|█▉        | 401/2046 [04:51<20:24,  1.34it/s]
Training 1/3 epoch (loss 1.4493):  20%|█▉        | 401/2046 [04:52<20:24,  1.34it/s]
Training 1/3 epoch (loss 1.4493):  20%|█▉        | 402/2046 [04:52<19:28,  1.41it/s]
Training 1/3 epoch (loss 1.5006):  20%|█▉        | 402/2046 [04:52<19:28,  1.41it/s]
Training 1/3 epoch (loss 1.5006):  20%|█▉        | 403/2046 [04:52<20:09,  1.36it/s]
Training 1/3 epoch (loss 1.1730):  20%|█▉        | 403/2046 [04:53<20:09,  1.36it/s]
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Training 1/3 epoch (loss 1.3271):  20%|█▉        | 404/2046 [04:54<19:59,  1.37it/s]
Training 1/3 epoch (loss 1.3271):  20%|█▉        | 405/2046 [04:54<20:32,  1.33it/s]
Training 1/3 epoch (loss 1.2248):  20%|█▉        | 405/2046 [04:55<20:32,  1.33it/s]
Training 1/3 epoch (loss 1.2248):  20%|█▉        | 406/2046 [04:55<20:53,  1.31it/s]
Training 1/3 epoch (loss 1.2692):  20%|█▉        | 406/2046 [04:55<20:53,  1.31it/s]
Training 1/3 epoch (loss 1.2692):  20%|█▉        | 407/2046 [04:55<20:14,  1.35it/s]
Training 1/3 epoch (loss 1.3499):  20%|█▉        | 407/2046 [04:56<20:14,  1.35it/s]
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Training 1/3 epoch (loss 1.2457):  20%|█▉        | 408/2046 [04:57<21:01,  1.30it/s]
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Training 1/3 epoch (loss 1.5245):  20%|██        | 410/2046 [04:58<20:43,  1.32it/s]
Training 1/3 epoch (loss 1.3297):  20%|██        | 410/2046 [04:59<20:43,  1.32it/s]
Training 1/3 epoch (loss 1.3297):  20%|██        | 411/2046 [04:59<20:14,  1.35it/s]
Training 1/3 epoch (loss 1.2966):  20%|██        | 411/2046 [04:59<20:14,  1.35it/s]
Training 1/3 epoch (loss 1.2966):  20%|██        | 412/2046 [04:59<19:11,  1.42it/s]
Training 1/3 epoch (loss 1.2991):  20%|██        | 412/2046 [05:00<19:11,  1.42it/s]
Training 1/3 epoch (loss 1.2991):  20%|██        | 413/2046 [05:00<19:24,  1.40it/s]
Training 1/3 epoch (loss 1.1489):  20%|██        | 413/2046 [05:01<19:24,  1.40it/s]
Training 1/3 epoch (loss 1.1489):  20%|██        | 414/2046 [05:01<18:57,  1.43it/s]
Training 1/3 epoch (loss 1.4380):  20%|██        | 414/2046 [05:01<18:57,  1.43it/s]
Training 1/3 epoch (loss 1.4380):  20%|██        | 415/2046 [05:01<19:47,  1.37it/s]
Training 1/3 epoch (loss 1.2123):  20%|██        | 415/2046 [05:02<19:47,  1.37it/s]
Training 1/3 epoch (loss 1.2123):  20%|██        | 416/2046 [05:02<20:21,  1.33it/s]
Training 1/3 epoch (loss 1.5458):  20%|██        | 416/2046 [05:03<20:21,  1.33it/s]
Training 1/3 epoch (loss 1.5458):  20%|██        | 417/2046 [05:03<20:56,  1.30it/s]
Training 1/3 epoch (loss 1.3524):  20%|██        | 417/2046 [05:04<20:56,  1.30it/s]
Training 1/3 epoch (loss 1.3524):  20%|██        | 418/2046 [05:04<20:12,  1.34it/s]
Training 1/3 epoch (loss 1.4763):  20%|██        | 418/2046 [05:04<20:12,  1.34it/s]
Training 1/3 epoch (loss 1.4763):  20%|██        | 419/2046 [05:04<19:53,  1.36it/s]
Training 1/3 epoch (loss 1.4282):  20%|██        | 419/2046 [05:05<19:53,  1.36it/s]
Training 1/3 epoch (loss 1.4282):  21%|██        | 420/2046 [05:05<18:53,  1.43it/s]
Training 1/3 epoch (loss 1.1966):  21%|██        | 420/2046 [05:06<18:53,  1.43it/s]
Training 1/3 epoch (loss 1.1966):  21%|██        | 421/2046 [05:06<20:59,  1.29it/s]
Training 1/3 epoch (loss 1.3284):  21%|██        | 421/2046 [05:07<20:59,  1.29it/s]
Training 1/3 epoch (loss 1.3284):  21%|██        | 422/2046 [05:07<20:20,  1.33it/s]
Training 1/3 epoch (loss 1.2711):  21%|██        | 422/2046 [05:07<20:20,  1.33it/s]
Training 1/3 epoch (loss 1.2711):  21%|██        | 423/2046 [05:07<20:32,  1.32it/s]
Training 1/3 epoch (loss 1.4265):  21%|██        | 423/2046 [05:08<20:32,  1.32it/s]
Training 1/3 epoch (loss 1.4265):  21%|██        | 424/2046 [05:08<21:24,  1.26it/s]
Training 1/3 epoch (loss 1.2731):  21%|██        | 424/2046 [05:09<21:24,  1.26it/s]
Training 1/3 epoch (loss 1.2731):  21%|██        | 425/2046 [05:09<20:03,  1.35it/s]
Training 1/3 epoch (loss 1.0972):  21%|██        | 425/2046 [05:10<20:03,  1.35it/s]
Training 1/3 epoch (loss 1.0972):  21%|██        | 426/2046 [05:10<19:01,  1.42it/s]
Training 1/3 epoch (loss 1.2602):  21%|██        | 426/2046 [05:10<19:01,  1.42it/s]
Training 1/3 epoch (loss 1.2602):  21%|██        | 427/2046 [05:10<18:28,  1.46it/s]
Training 1/3 epoch (loss 1.3077):  21%|██        | 427/2046 [05:11<18:28,  1.46it/s]
Training 1/3 epoch (loss 1.3077):  21%|██        | 428/2046 [05:11<18:13,  1.48it/s]
Training 1/3 epoch (loss 1.3873):  21%|██        | 428/2046 [05:11<18:13,  1.48it/s]
Training 1/3 epoch (loss 1.3873):  21%|██        | 429/2046 [05:11<17:55,  1.50it/s]
Training 1/3 epoch (loss 1.2358):  21%|██        | 429/2046 [05:12<17:55,  1.50it/s]
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Training 1/3 epoch (loss 1.3500):  21%|██        | 430/2046 [05:13<18:05,  1.49it/s]
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Training 1/3 epoch (loss 1.4313):  21%|██        | 431/2046 [05:14<17:54,  1.50it/s]
Training 1/3 epoch (loss 1.4313):  21%|██        | 432/2046 [05:14<19:28,  1.38it/s]
Training 1/3 epoch (loss 1.1852):  21%|██        | 432/2046 [05:14<19:28,  1.38it/s]
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Training 1/3 epoch (loss 1.4267):  21%|██        | 433/2046 [05:15<18:56,  1.42it/s]
Training 1/3 epoch (loss 1.4267):  21%|██        | 434/2046 [05:15<19:26,  1.38it/s]
Training 1/3 epoch (loss 1.3870):  21%|██        | 434/2046 [05:16<19:26,  1.38it/s]
Training 1/3 epoch (loss 1.3870):  21%|██▏       | 435/2046 [05:16<19:00,  1.41it/s]
Training 1/3 epoch (loss 1.0864):  21%|██▏       | 435/2046 [05:16<19:00,  1.41it/s]
Training 1/3 epoch (loss 1.0864):  21%|██▏       | 436/2046 [05:16<19:05,  1.41it/s]
Training 1/3 epoch (loss 1.2829):  21%|██▏       | 436/2046 [05:17<19:05,  1.41it/s]
Training 1/3 epoch (loss 1.2829):  21%|██▏       | 437/2046 [05:17<19:01,  1.41it/s]
Training 1/3 epoch (loss 1.2556):  21%|██▏       | 437/2046 [05:18<19:01,  1.41it/s]
Training 1/3 epoch (loss 1.2556):  21%|██▏       | 438/2046 [05:18<20:40,  1.30it/s]
Training 1/3 epoch (loss 1.3941):  21%|██▏       | 438/2046 [05:19<20:40,  1.30it/s]
Training 1/3 epoch (loss 1.3941):  21%|██▏       | 439/2046 [05:19<21:32,  1.24it/s]
Training 1/3 epoch (loss 1.1629):  21%|██▏       | 439/2046 [05:20<21:32,  1.24it/s]
Training 1/3 epoch (loss 1.1629):  22%|██▏       | 440/2046 [05:20<22:24,  1.19it/s]
Training 1/3 epoch (loss 1.0424):  22%|██▏       | 440/2046 [05:21<22:24,  1.19it/s]
Training 1/3 epoch (loss 1.0424):  22%|██▏       | 441/2046 [05:21<21:16,  1.26it/s]
Training 1/3 epoch (loss 1.5141):  22%|██▏       | 441/2046 [05:21<21:16,  1.26it/s]
Training 1/3 epoch (loss 1.5141):  22%|██▏       | 442/2046 [05:21<20:31,  1.30it/s]
Training 1/3 epoch (loss 1.3952):  22%|██▏       | 442/2046 [05:22<20:31,  1.30it/s]
Training 1/3 epoch (loss 1.3952):  22%|██▏       | 443/2046 [05:22<19:18,  1.38it/s]
Training 1/3 epoch (loss 1.3514):  22%|██▏       | 443/2046 [05:23<19:18,  1.38it/s]
Training 1/3 epoch (loss 1.3514):  22%|██▏       | 444/2046 [05:23<20:24,  1.31it/s]
Training 1/3 epoch (loss 1.4326):  22%|██▏       | 444/2046 [05:23<20:24,  1.31it/s]
Training 1/3 epoch (loss 1.4326):  22%|██▏       | 445/2046 [05:23<19:31,  1.37it/s]
Training 1/3 epoch (loss 1.2183):  22%|██▏       | 445/2046 [05:24<19:31,  1.37it/s]
Training 1/3 epoch (loss 1.2183):  22%|██▏       | 446/2046 [05:24<20:14,  1.32it/s]
Training 1/3 epoch (loss 1.3292):  22%|██▏       | 446/2046 [05:25<20:14,  1.32it/s]
Training 1/3 epoch (loss 1.3292):  22%|██▏       | 447/2046 [05:25<19:28,  1.37it/s]
Training 1/3 epoch (loss 1.3348):  22%|██▏       | 447/2046 [05:26<19:28,  1.37it/s]
Training 1/3 epoch (loss 1.3348):  22%|██▏       | 448/2046 [05:26<20:39,  1.29it/s]
Training 1/3 epoch (loss 1.3190):  22%|██▏       | 448/2046 [05:27<20:39,  1.29it/s]
Training 1/3 epoch (loss 1.3190):  22%|██▏       | 449/2046 [05:27<20:28,  1.30it/s]
Training 1/3 epoch (loss 1.3578):  22%|██▏       | 449/2046 [05:27<20:28,  1.30it/s]
Training 1/3 epoch (loss 1.3578):  22%|██▏       | 450/2046 [05:27<19:30,  1.36it/s]
Training 1/3 epoch (loss 1.0801):  22%|██▏       | 450/2046 [05:28<19:30,  1.36it/s]
Training 1/3 epoch (loss 1.0801):  22%|██▏       | 451/2046 [05:28<18:35,  1.43it/s]
Training 1/3 epoch (loss 1.3678):  22%|██▏       | 451/2046 [05:29<18:35,  1.43it/s]
Training 1/3 epoch (loss 1.3678):  22%|██▏       | 452/2046 [05:29<18:19,  1.45it/s]
Training 1/3 epoch (loss 1.2943):  22%|██▏       | 452/2046 [05:29<18:19,  1.45it/s]
Training 1/3 epoch (loss 1.2943):  22%|██▏       | 453/2046 [05:29<17:47,  1.49it/s]
Training 1/3 epoch (loss 1.4114):  22%|██▏       | 453/2046 [05:30<17:47,  1.49it/s]
Training 1/3 epoch (loss 1.4114):  22%|██▏       | 454/2046 [05:30<17:43,  1.50it/s]
Training 1/3 epoch (loss 1.2101):  22%|██▏       | 454/2046 [05:31<17:43,  1.50it/s]
Training 1/3 epoch (loss 1.2101):  22%|██▏       | 455/2046 [05:31<18:06,  1.46it/s]
Training 1/3 epoch (loss 1.2407):  22%|██▏       | 455/2046 [05:31<18:06,  1.46it/s]
Training 1/3 epoch (loss 1.2407):  22%|██▏       | 456/2046 [05:31<19:36,  1.35it/s]
Training 1/3 epoch (loss 1.3679):  22%|██▏       | 456/2046 [05:32<19:36,  1.35it/s]
Training 1/3 epoch (loss 1.3679):  22%|██▏       | 457/2046 [05:32<19:16,  1.37it/s]
Training 1/3 epoch (loss 1.1873):  22%|██▏       | 457/2046 [05:33<19:16,  1.37it/s]
Training 1/3 epoch (loss 1.1873):  22%|██▏       | 458/2046 [05:33<18:38,  1.42it/s]
Training 1/3 epoch (loss 1.4092):  22%|██▏       | 458/2046 [05:33<18:38,  1.42it/s]
Training 1/3 epoch (loss 1.4092):  22%|██▏       | 459/2046 [05:33<18:13,  1.45it/s]
Training 1/3 epoch (loss 1.0546):  22%|██▏       | 459/2046 [05:34<18:13,  1.45it/s]
Training 1/3 epoch (loss 1.0546):  22%|██▏       | 460/2046 [05:34<18:25,  1.43it/s]
Training 1/3 epoch (loss 1.1777):  22%|██▏       | 460/2046 [05:35<18:25,  1.43it/s]
Training 1/3 epoch (loss 1.1777):  23%|██▎       | 461/2046 [05:35<18:21,  1.44it/s]
Training 1/3 epoch (loss 1.3624):  23%|██▎       | 461/2046 [05:35<18:21,  1.44it/s]
Training 1/3 epoch (loss 1.3624):  23%|██▎       | 462/2046 [05:35<17:57,  1.47it/s]
Training 1/3 epoch (loss 1.2730):  23%|██▎       | 462/2046 [05:36<17:57,  1.47it/s]
Training 1/3 epoch (loss 1.2730):  23%|██▎       | 463/2046 [05:36<18:00,  1.47it/s]
Training 1/3 epoch (loss 1.3526):  23%|██▎       | 463/2046 [05:37<18:00,  1.47it/s]
Training 1/3 epoch (loss 1.3526):  23%|██▎       | 464/2046 [05:37<18:58,  1.39it/s]
Training 1/3 epoch (loss 1.1497):  23%|██▎       | 464/2046 [05:38<18:58,  1.39it/s]
Training 1/3 epoch (loss 1.1497):  23%|██▎       | 465/2046 [05:38<19:06,  1.38it/s]
Training 1/3 epoch (loss 1.1466):  23%|██▎       | 465/2046 [05:39<19:06,  1.38it/s]
Training 1/3 epoch (loss 1.1466):  23%|██▎       | 466/2046 [05:39<19:55,  1.32it/s]
Training 1/3 epoch (loss 1.0724):  23%|██▎       | 466/2046 [05:39<19:55,  1.32it/s]
Training 1/3 epoch (loss 1.0724):  23%|██▎       | 467/2046 [05:39<19:21,  1.36it/s]
Training 1/3 epoch (loss 1.2064):  23%|██▎       | 467/2046 [05:40<19:21,  1.36it/s]
Training 1/3 epoch (loss 1.2064):  23%|██▎       | 468/2046 [05:40<18:27,  1.43it/s]
Training 1/3 epoch (loss 1.2445):  23%|██▎       | 468/2046 [05:40<18:27,  1.43it/s]
Training 1/3 epoch (loss 1.2445):  23%|██▎       | 469/2046 [05:40<17:45,  1.48it/s]
Training 1/3 epoch (loss 1.3480):  23%|██▎       | 469/2046 [05:41<17:45,  1.48it/s]
Training 1/3 epoch (loss 1.3480):  23%|██▎       | 470/2046 [05:41<17:47,  1.48it/s]
Training 1/3 epoch (loss 1.3362):  23%|██▎       | 470/2046 [05:42<17:47,  1.48it/s]
Training 1/3 epoch (loss 1.3362):  23%|██▎       | 471/2046 [05:42<17:24,  1.51it/s]
Training 1/3 epoch (loss 1.4062):  23%|██▎       | 471/2046 [05:43<17:24,  1.51it/s]
Training 1/3 epoch (loss 1.4062):  23%|██▎       | 472/2046 [05:43<18:52,  1.39it/s]
Training 1/3 epoch (loss 1.4487):  23%|██▎       | 472/2046 [05:43<18:52,  1.39it/s]
Training 1/3 epoch (loss 1.4487):  23%|██▎       | 473/2046 [05:43<19:29,  1.34it/s]
Training 1/3 epoch (loss 1.1495):  23%|██▎       | 473/2046 [05:44<19:29,  1.34it/s]
Training 1/3 epoch (loss 1.1495):  23%|██▎       | 474/2046 [05:44<18:36,  1.41it/s]
Training 1/3 epoch (loss 1.1843):  23%|██▎       | 474/2046 [05:45<18:36,  1.41it/s]
Training 1/3 epoch (loss 1.1843):  23%|██▎       | 475/2046 [05:45<18:29,  1.42it/s]
Training 1/3 epoch (loss 1.1804):  23%|██▎       | 475/2046 [05:45<18:29,  1.42it/s]
Training 1/3 epoch (loss 1.1804):  23%|██▎       | 476/2046 [05:45<18:26,  1.42it/s]
Training 1/3 epoch (loss 1.2060):  23%|██▎       | 476/2046 [05:46<18:26,  1.42it/s]
Training 1/3 epoch (loss 1.2060):  23%|██▎       | 477/2046 [05:46<17:40,  1.48it/s]
Training 1/3 epoch (loss 1.3657):  23%|██▎       | 477/2046 [05:47<17:40,  1.48it/s]
Training 1/3 epoch (loss 1.3657):  23%|██▎       | 478/2046 [05:47<17:10,  1.52it/s]
Training 1/3 epoch (loss 1.2497):  23%|██▎       | 478/2046 [05:47<17:10,  1.52it/s]
Training 1/3 epoch (loss 1.2497):  23%|██▎       | 479/2046 [05:47<17:56,  1.46it/s]
Training 1/3 epoch (loss 1.2974):  23%|██▎       | 479/2046 [05:48<17:56,  1.46it/s]
Training 1/3 epoch (loss 1.2974):  23%|██▎       | 480/2046 [05:48<19:52,  1.31it/s]
Training 1/3 epoch (loss 1.3981):  23%|██▎       | 480/2046 [05:49<19:52,  1.31it/s]
Training 1/3 epoch (loss 1.3981):  24%|██▎       | 481/2046 [05:49<20:42,  1.26it/s]
Training 1/3 epoch (loss 1.2812):  24%|██▎       | 481/2046 [05:50<20:42,  1.26it/s]
Training 1/3 epoch (loss 1.2812):  24%|██▎       | 482/2046 [05:50<19:36,  1.33it/s]
Training 1/3 epoch (loss 1.3807):  24%|██▎       | 482/2046 [05:51<19:36,  1.33it/s]
Training 1/3 epoch (loss 1.3807):  24%|██▎       | 483/2046 [05:51<18:51,  1.38it/s]
Training 1/3 epoch (loss 1.2499):  24%|██▎       | 483/2046 [05:51<18:51,  1.38it/s]
Training 1/3 epoch (loss 1.2499):  24%|██▎       | 484/2046 [05:51<18:29,  1.41it/s]
Training 1/3 epoch (loss 1.3009):  24%|██▎       | 484/2046 [05:52<18:29,  1.41it/s]
Training 1/3 epoch (loss 1.3009):  24%|██▎       | 485/2046 [05:52<19:39,  1.32it/s]
Training 1/3 epoch (loss 1.1838):  24%|██▎       | 485/2046 [05:53<19:39,  1.32it/s]
Training 1/3 epoch (loss 1.1838):  24%|██▍       | 486/2046 [05:53<20:27,  1.27it/s]
Training 1/3 epoch (loss 1.4409):  24%|██▍       | 486/2046 [05:54<20:27,  1.27it/s]
Training 1/3 epoch (loss 1.4409):  24%|██▍       | 487/2046 [05:54<21:09,  1.23it/s]
Training 1/3 epoch (loss 1.2824):  24%|██▍       | 487/2046 [05:55<21:09,  1.23it/s]
Training 1/3 epoch (loss 1.2824):  24%|██▍       | 488/2046 [05:55<20:29,  1.27it/s]
Training 1/3 epoch (loss 1.4339):  24%|██▍       | 488/2046 [05:55<20:29,  1.27it/s]
Training 1/3 epoch (loss 1.4339):  24%|██▍       | 489/2046 [05:55<21:09,  1.23it/s]
Training 1/3 epoch (loss 1.2771):  24%|██▍       | 489/2046 [05:56<21:09,  1.23it/s]
Training 1/3 epoch (loss 1.2771):  24%|██▍       | 490/2046 [05:56<20:18,  1.28it/s]
Training 1/3 epoch (loss 1.4986):  24%|██▍       | 490/2046 [05:57<20:18,  1.28it/s]
Training 1/3 epoch (loss 1.4986):  24%|██▍       | 491/2046 [05:57<19:44,  1.31it/s]
Training 1/3 epoch (loss 1.3263):  24%|██▍       | 491/2046 [05:57<19:44,  1.31it/s]
Training 1/3 epoch (loss 1.3263):  24%|██▍       | 492/2046 [05:57<18:39,  1.39it/s]
Training 1/3 epoch (loss 1.3442):  24%|██▍       | 492/2046 [05:58<18:39,  1.39it/s]
Training 1/3 epoch (loss 1.3442):  24%|██▍       | 493/2046 [05:58<18:53,  1.37it/s]
Training 1/3 epoch (loss 1.4311):  24%|██▍       | 493/2046 [05:59<18:53,  1.37it/s]
Training 1/3 epoch (loss 1.4311):  24%|██▍       | 494/2046 [05:59<18:49,  1.37it/s]
Training 1/3 epoch (loss 1.3650):  24%|██▍       | 494/2046 [06:00<18:49,  1.37it/s]
Training 1/3 epoch (loss 1.3650):  24%|██▍       | 495/2046 [06:00<18:24,  1.40it/s]
Training 1/3 epoch (loss 1.4868):  24%|██▍       | 495/2046 [06:00<18:24,  1.40it/s]
Training 1/3 epoch (loss 1.4868):  24%|██▍       | 496/2046 [06:00<19:32,  1.32it/s]
Training 1/3 epoch (loss 1.4568):  24%|██▍       | 496/2046 [06:01<19:32,  1.32it/s]
Training 1/3 epoch (loss 1.4568):  24%|██▍       | 497/2046 [06:01<18:52,  1.37it/s]
Training 1/3 epoch (loss 1.3591):  24%|██▍       | 497/2046 [06:02<18:52,  1.37it/s]
Training 1/3 epoch (loss 1.3591):  24%|██▍       | 498/2046 [06:02<18:14,  1.41it/s]
Training 1/3 epoch (loss 1.4990):  24%|██▍       | 498/2046 [06:02<18:14,  1.41it/s]
Training 1/3 epoch (loss 1.4990):  24%|██▍       | 499/2046 [06:02<18:18,  1.41it/s]
Training 1/3 epoch (loss 1.1904):  24%|██▍       | 499/2046 [06:03<18:18,  1.41it/s]
Training 1/3 epoch (loss 1.1904):  24%|██▍       | 500/2046 [06:03<18:51,  1.37it/s]
Training 1/3 epoch (loss 1.2680):  24%|██▍       | 500/2046 [06:04<18:51,  1.37it/s]
Training 1/3 epoch (loss 1.2680):  24%|██▍       | 501/2046 [06:04<18:18,  1.41it/s]
Training 1/3 epoch (loss 1.4400):  24%|██▍       | 501/2046 [06:05<18:18,  1.41it/s]
Training 1/3 epoch (loss 1.4400):  25%|██▍       | 502/2046 [06:05<18:06,  1.42it/s]
Training 1/3 epoch (loss 1.2188):  25%|██▍       | 502/2046 [06:05<18:06,  1.42it/s]
Training 1/3 epoch (loss 1.2188):  25%|██▍       | 503/2046 [06:05<17:26,  1.47it/s]
Training 1/3 epoch (loss 1.2209):  25%|██▍       | 503/2046 [06:06<17:26,  1.47it/s]
Training 1/3 epoch (loss 1.2209):  25%|██▍       | 504/2046 [06:06<18:54,  1.36it/s]
Training 1/3 epoch (loss 1.5835):  25%|██▍       | 504/2046 [06:07<18:54,  1.36it/s]
Training 1/3 epoch (loss 1.5835):  25%|██▍       | 505/2046 [06:07<18:05,  1.42it/s]
Training 1/3 epoch (loss 1.3556):  25%|██▍       | 505/2046 [06:07<18:05,  1.42it/s]
Training 1/3 epoch (loss 1.3556):  25%|██▍       | 506/2046 [06:07<17:33,  1.46it/s]
Training 1/3 epoch (loss 1.3713):  25%|██▍       | 506/2046 [06:08<17:33,  1.46it/s]
Training 1/3 epoch (loss 1.3713):  25%|██▍       | 507/2046 [06:08<17:26,  1.47it/s]
Training 1/3 epoch (loss 1.4862):  25%|██▍       | 507/2046 [06:09<17:26,  1.47it/s]
Training 1/3 epoch (loss 1.4862):  25%|██▍       | 508/2046 [06:09<17:06,  1.50it/s]
Training 1/3 epoch (loss 1.3713):  25%|██▍       | 508/2046 [06:09<17:06,  1.50it/s]
Training 1/3 epoch (loss 1.3713):  25%|██▍       | 509/2046 [06:09<16:48,  1.52it/s]
Training 1/3 epoch (loss 1.1411):  25%|██▍       | 509/2046 [06:10<16:48,  1.52it/s]
Training 1/3 epoch (loss 1.1411):  25%|██▍       | 510/2046 [06:10<16:30,  1.55it/s]
Training 1/3 epoch (loss 1.2996):  25%|██▍       | 510/2046 [06:11<16:30,  1.55it/s]
Training 1/3 epoch (loss 1.2996):  25%|██▍       | 511/2046 [06:11<16:12,  1.58it/s]
Training 1/3 epoch (loss 1.2315):  25%|██▍       | 511/2046 [06:11<16:12,  1.58it/s]
Training 1/3 epoch (loss 1.2315):  25%|██▌       | 512/2046 [06:11<17:13,  1.48it/s]
Training 1/3 epoch (loss 1.4908):  25%|██▌       | 512/2046 [06:12<17:13,  1.48it/s]
Training 1/3 epoch (loss 1.4908):  25%|██▌       | 513/2046 [06:12<17:24,  1.47it/s]
Training 1/3 epoch (loss 1.3901):  25%|██▌       | 513/2046 [06:13<17:24,  1.47it/s]
Training 1/3 epoch (loss 1.3901):  25%|██▌       | 514/2046 [06:13<17:05,  1.49it/s]
Training 1/3 epoch (loss 1.3385):  25%|██▌       | 514/2046 [06:13<17:05,  1.49it/s]
Training 1/3 epoch (loss 1.3385):  25%|██▌       | 515/2046 [06:13<16:35,  1.54it/s]
Training 1/3 epoch (loss 1.2845):  25%|██▌       | 515/2046 [06:14<16:35,  1.54it/s]
Training 1/3 epoch (loss 1.2845):  25%|██▌       | 516/2046 [06:14<16:12,  1.57it/s]
Training 1/3 epoch (loss 1.1508):  25%|██▌       | 516/2046 [06:15<16:12,  1.57it/s]
Training 1/3 epoch (loss 1.1508):  25%|██▌       | 517/2046 [06:15<16:21,  1.56it/s]
Training 1/3 epoch (loss 1.4111):  25%|██▌       | 517/2046 [06:15<16:21,  1.56it/s]
Training 1/3 epoch (loss 1.4111):  25%|██▌       | 518/2046 [06:15<16:58,  1.50it/s]
Training 1/3 epoch (loss 1.0997):  25%|██▌       | 518/2046 [06:16<16:58,  1.50it/s]
Training 1/3 epoch (loss 1.0997):  25%|██▌       | 519/2046 [06:16<16:36,  1.53it/s]
Training 1/3 epoch (loss 1.2324):  25%|██▌       | 519/2046 [06:17<16:36,  1.53it/s]
Training 1/3 epoch (loss 1.2324):  25%|██▌       | 520/2046 [06:17<17:47,  1.43it/s]
Training 1/3 epoch (loss 1.0895):  25%|██▌       | 520/2046 [06:17<17:47,  1.43it/s]
Training 1/3 epoch (loss 1.0895):  25%|██▌       | 521/2046 [06:17<18:01,  1.41it/s]
Training 1/3 epoch (loss 1.4567):  25%|██▌       | 521/2046 [06:18<18:01,  1.41it/s]
Training 1/3 epoch (loss 1.4567):  26%|██▌       | 522/2046 [06:18<18:45,  1.35it/s]
Training 1/3 epoch (loss 1.1849):  26%|██▌       | 522/2046 [06:19<18:45,  1.35it/s]
Training 1/3 epoch (loss 1.1849):  26%|██▌       | 523/2046 [06:19<18:52,  1.35it/s]
Training 1/3 epoch (loss 1.1017):  26%|██▌       | 523/2046 [06:20<18:52,  1.35it/s]
Training 1/3 epoch (loss 1.1017):  26%|██▌       | 524/2046 [06:20<18:57,  1.34it/s]
Training 1/3 epoch (loss 1.3905):  26%|██▌       | 524/2046 [06:20<18:57,  1.34it/s]
Training 1/3 epoch (loss 1.3905):  26%|██▌       | 525/2046 [06:20<17:58,  1.41it/s]
Training 1/3 epoch (loss 1.4442):  26%|██▌       | 525/2046 [06:21<17:58,  1.41it/s]
Training 1/3 epoch (loss 1.4442):  26%|██▌       | 526/2046 [06:21<17:23,  1.46it/s]
Training 1/3 epoch (loss 1.3233):  26%|██▌       | 526/2046 [06:22<17:23,  1.46it/s]
Training 1/3 epoch (loss 1.3233):  26%|██▌       | 527/2046 [06:22<16:50,  1.50it/s]
Training 1/3 epoch (loss 1.2822):  26%|██▌       | 527/2046 [06:23<16:50,  1.50it/s]
Training 1/3 epoch (loss 1.2822):  26%|██▌       | 528/2046 [06:23<20:21,  1.24it/s]
Training 1/3 epoch (loss 1.0164):  26%|██▌       | 528/2046 [06:24<20:21,  1.24it/s]
Training 1/3 epoch (loss 1.0164):  26%|██▌       | 529/2046 [06:24<20:10,  1.25it/s]
Training 1/3 epoch (loss 1.0921):  26%|██▌       | 529/2046 [06:24<20:10,  1.25it/s]
Training 1/3 epoch (loss 1.0921):  26%|██▌       | 530/2046 [06:24<19:53,  1.27it/s]
Training 1/3 epoch (loss 1.2729):  26%|██▌       | 530/2046 [06:25<19:53,  1.27it/s]
Training 1/3 epoch (loss 1.2729):  26%|██▌       | 531/2046 [06:25<18:52,  1.34it/s]
Training 1/3 epoch (loss 1.4493):  26%|██▌       | 531/2046 [06:26<18:52,  1.34it/s]
Training 1/3 epoch (loss 1.4493):  26%|██▌       | 532/2046 [06:26<20:36,  1.22it/s]
Training 1/3 epoch (loss 1.3258):  26%|██▌       | 532/2046 [06:27<20:36,  1.22it/s]
Training 1/3 epoch (loss 1.3258):  26%|██▌       | 533/2046 [06:27<19:22,  1.30it/s]
Training 1/3 epoch (loss 1.2966):  26%|██▌       | 533/2046 [06:27<19:22,  1.30it/s]
Training 1/3 epoch (loss 1.2966):  26%|██▌       | 534/2046 [06:27<19:11,  1.31it/s]
Training 1/3 epoch (loss 1.2348):  26%|██▌       | 534/2046 [06:28<19:11,  1.31it/s]
Training 1/3 epoch (loss 1.2348):  26%|██▌       | 535/2046 [06:28<18:03,  1.40it/s]
Training 1/3 epoch (loss 1.1935):  26%|██▌       | 535/2046 [06:29<18:03,  1.40it/s]
Training 1/3 epoch (loss 1.1935):  26%|██▌       | 536/2046 [06:29<19:19,  1.30it/s]
Training 1/3 epoch (loss 1.3190):  26%|██▌       | 536/2046 [06:30<19:19,  1.30it/s]
Training 1/3 epoch (loss 1.3190):  26%|██▌       | 537/2046 [06:30<19:10,  1.31it/s]
Training 1/3 epoch (loss 1.1788):  26%|██▌       | 537/2046 [06:30<19:10,  1.31it/s]
Training 1/3 epoch (loss 1.1788):  26%|██▋       | 538/2046 [06:30<19:04,  1.32it/s]
Training 1/3 epoch (loss 1.2628):  26%|██▋       | 538/2046 [06:31<19:04,  1.32it/s]
Training 1/3 epoch (loss 1.2628):  26%|██▋       | 539/2046 [06:31<18:04,  1.39it/s]
Training 1/3 epoch (loss 1.2650):  26%|██▋       | 539/2046 [06:32<18:04,  1.39it/s]
Training 1/3 epoch (loss 1.2650):  26%|██▋       | 540/2046 [06:32<17:14,  1.46it/s]
Training 1/3 epoch (loss 1.2761):  26%|██▋       | 540/2046 [06:32<17:14,  1.46it/s]
Training 1/3 epoch (loss 1.2761):  26%|██▋       | 541/2046 [06:32<17:47,  1.41it/s]
Training 1/3 epoch (loss 1.2681):  26%|██▋       | 541/2046 [06:33<17:47,  1.41it/s]
Training 1/3 epoch (loss 1.2681):  26%|██▋       | 542/2046 [06:33<17:21,  1.44it/s]
Training 1/3 epoch (loss 1.3707):  26%|██▋       | 542/2046 [06:34<17:21,  1.44it/s]
Training 1/3 epoch (loss 1.3707):  27%|██▋       | 543/2046 [06:34<16:39,  1.50it/s]
Training 1/3 epoch (loss 1.1994):  27%|██▋       | 543/2046 [06:34<16:39,  1.50it/s]
Training 1/3 epoch (loss 1.1994):  27%|██▋       | 544/2046 [06:34<18:04,  1.38it/s]
Training 1/3 epoch (loss 1.3588):  27%|██▋       | 544/2046 [06:35<18:04,  1.38it/s]
Training 1/3 epoch (loss 1.3588):  27%|██▋       | 545/2046 [06:35<17:54,  1.40it/s]
Training 1/3 epoch (loss 1.4415):  27%|██▋       | 545/2046 [06:36<17:54,  1.40it/s]
Training 1/3 epoch (loss 1.4415):  27%|██▋       | 546/2046 [06:36<17:20,  1.44it/s]
Training 1/3 epoch (loss 1.4160):  27%|██▋       | 546/2046 [06:36<17:20,  1.44it/s]
Training 1/3 epoch (loss 1.4160):  27%|██▋       | 547/2046 [06:36<16:51,  1.48it/s]
Training 1/3 epoch (loss 1.1636):  27%|██▋       | 547/2046 [06:37<16:51,  1.48it/s]
Training 1/3 epoch (loss 1.1636):  27%|██▋       | 548/2046 [06:37<16:58,  1.47it/s]
Training 1/3 epoch (loss 1.4226):  27%|██▋       | 548/2046 [06:38<16:58,  1.47it/s]
Training 1/3 epoch (loss 1.4226):  27%|██▋       | 549/2046 [06:38<17:28,  1.43it/s]
Training 1/3 epoch (loss 1.5610):  27%|██▋       | 549/2046 [06:38<17:28,  1.43it/s]
Training 1/3 epoch (loss 1.5610):  27%|██▋       | 550/2046 [06:38<16:44,  1.49it/s]
Training 1/3 epoch (loss 1.3023):  27%|██▋       | 550/2046 [06:39<16:44,  1.49it/s]
Training 1/3 epoch (loss 1.3023):  27%|██▋       | 551/2046 [06:39<16:17,  1.53it/s]
Training 1/3 epoch (loss 1.0592):  27%|██▋       | 551/2046 [06:40<16:17,  1.53it/s]
Training 1/3 epoch (loss 1.0592):  27%|██▋       | 552/2046 [06:40<17:11,  1.45it/s]
Training 1/3 epoch (loss 1.3854):  27%|██▋       | 552/2046 [06:40<17:11,  1.45it/s]
Training 1/3 epoch (loss 1.3854):  27%|██▋       | 553/2046 [06:40<16:46,  1.48it/s]
Training 1/3 epoch (loss 1.3955):  27%|██▋       | 553/2046 [06:41<16:46,  1.48it/s]
Training 1/3 epoch (loss 1.3955):  27%|██▋       | 554/2046 [06:41<16:18,  1.52it/s]
Training 1/3 epoch (loss 0.9802):  27%|██▋       | 554/2046 [06:42<16:18,  1.52it/s]
Training 1/3 epoch (loss 0.9802):  27%|██▋       | 555/2046 [06:42<16:19,  1.52it/s]
Training 1/3 epoch (loss 1.3450):  27%|██▋       | 555/2046 [06:42<16:19,  1.52it/s]
Training 1/3 epoch (loss 1.3450):  27%|██▋       | 556/2046 [06:42<15:59,  1.55it/s]
Training 1/3 epoch (loss 1.3326):  27%|██▋       | 556/2046 [06:43<15:59,  1.55it/s]
Training 1/3 epoch (loss 1.3326):  27%|██▋       | 557/2046 [06:43<15:47,  1.57it/s]
Training 1/3 epoch (loss 1.3311):  27%|██▋       | 557/2046 [06:44<15:47,  1.57it/s]
Training 1/3 epoch (loss 1.3311):  27%|██▋       | 558/2046 [06:44<16:33,  1.50it/s]
Training 1/3 epoch (loss 1.2375):  27%|██▋       | 558/2046 [06:44<16:33,  1.50it/s]
Training 1/3 epoch (loss 1.2375):  27%|██▋       | 559/2046 [06:44<16:20,  1.52it/s]
Training 1/3 epoch (loss 1.3073):  27%|██▋       | 559/2046 [06:45<16:20,  1.52it/s]
Training 1/3 epoch (loss 1.3073):  27%|██▋       | 560/2046 [06:45<18:29,  1.34it/s]
Training 1/3 epoch (loss 1.3424):  27%|██▋       | 560/2046 [06:46<18:29,  1.34it/s]
Training 1/3 epoch (loss 1.3424):  27%|██▋       | 561/2046 [06:46<17:36,  1.41it/s]
Training 1/3 epoch (loss 1.0953):  27%|██▋       | 561/2046 [06:47<17:36,  1.41it/s]
Training 1/3 epoch (loss 1.0953):  27%|██▋       | 562/2046 [06:47<17:02,  1.45it/s]
Training 1/3 epoch (loss 1.1058):  27%|██▋       | 562/2046 [06:47<17:02,  1.45it/s]
Training 1/3 epoch (loss 1.1058):  28%|██▊       | 563/2046 [06:47<16:28,  1.50it/s]
Training 1/3 epoch (loss 1.2042):  28%|██▊       | 563/2046 [06:48<16:28,  1.50it/s]
Training 1/3 epoch (loss 1.2042):  28%|██▊       | 564/2046 [06:48<16:59,  1.45it/s]
Training 1/3 epoch (loss 1.0401):  28%|██▊       | 564/2046 [06:49<16:59,  1.45it/s]
Training 1/3 epoch (loss 1.0401):  28%|██▊       | 565/2046 [06:49<17:51,  1.38it/s]
Training 1/3 epoch (loss 1.3665):  28%|██▊       | 565/2046 [06:50<17:51,  1.38it/s]
Training 1/3 epoch (loss 1.3665):  28%|██▊       | 566/2046 [06:50<19:02,  1.29it/s]
Training 1/3 epoch (loss 1.2683):  28%|██▊       | 566/2046 [06:50<19:02,  1.29it/s]
Training 1/3 epoch (loss 1.2683):  28%|██▊       | 567/2046 [06:50<18:53,  1.30it/s]
Training 1/3 epoch (loss 1.1239):  28%|██▊       | 567/2046 [06:51<18:53,  1.30it/s]
Training 1/3 epoch (loss 1.1239):  28%|██▊       | 568/2046 [06:51<19:28,  1.27it/s]
Training 1/3 epoch (loss 1.3622):  28%|██▊       | 568/2046 [06:52<19:28,  1.27it/s]
Training 1/3 epoch (loss 1.3622):  28%|██▊       | 569/2046 [06:52<18:11,  1.35it/s]
Training 1/3 epoch (loss 1.3167):  28%|██▊       | 569/2046 [06:53<18:11,  1.35it/s]
Training 1/3 epoch (loss 1.3167):  28%|██▊       | 570/2046 [06:53<18:25,  1.34it/s]
Training 1/3 epoch (loss 1.2421):  28%|██▊       | 570/2046 [06:53<18:25,  1.34it/s]
Training 1/3 epoch (loss 1.2421):  28%|██▊       | 571/2046 [06:53<18:50,  1.30it/s]
Training 1/3 epoch (loss 1.3467):  28%|██▊       | 571/2046 [06:54<18:50,  1.30it/s]
Training 1/3 epoch (loss 1.3467):  28%|██▊       | 572/2046 [06:54<19:48,  1.24it/s]
Training 1/3 epoch (loss 1.0707):  28%|██▊       | 572/2046 [06:55<19:48,  1.24it/s]
Training 1/3 epoch (loss 1.0707):  28%|██▊       | 573/2046 [06:55<19:45,  1.24it/s]
Training 1/3 epoch (loss 1.3673):  28%|██▊       | 573/2046 [06:56<19:45,  1.24it/s]
Training 1/3 epoch (loss 1.3673):  28%|██▊       | 574/2046 [06:56<18:35,  1.32it/s]
Training 1/3 epoch (loss 1.2430):  28%|██▊       | 574/2046 [06:57<18:35,  1.32it/s]
Training 1/3 epoch (loss 1.2430):  28%|██▊       | 575/2046 [06:57<19:20,  1.27it/s]
Training 1/3 epoch (loss 1.2985):  28%|██▊       | 575/2046 [06:57<19:20,  1.27it/s]
Training 1/3 epoch (loss 1.2985):  28%|██▊       | 576/2046 [06:57<19:10,  1.28it/s]
Training 1/3 epoch (loss 1.3743):  28%|██▊       | 576/2046 [06:58<19:10,  1.28it/s]
Training 1/3 epoch (loss 1.3743):  28%|██▊       | 577/2046 [06:58<18:07,  1.35it/s]
Training 1/3 epoch (loss 1.2062):  28%|██▊       | 577/2046 [06:59<18:07,  1.35it/s]
Training 1/3 epoch (loss 1.2062):  28%|██▊       | 578/2046 [06:59<17:44,  1.38it/s]
Training 1/3 epoch (loss 1.2084):  28%|██▊       | 578/2046 [06:59<17:44,  1.38it/s]
Training 1/3 epoch (loss 1.2084):  28%|██▊       | 579/2046 [06:59<17:39,  1.39it/s]
Training 1/3 epoch (loss 1.4550):  28%|██▊       | 579/2046 [07:00<17:39,  1.39it/s]
Training 1/3 epoch (loss 1.4550):  28%|██▊       | 580/2046 [07:00<17:26,  1.40it/s]
Training 1/3 epoch (loss 1.3434):  28%|██▊       | 580/2046 [07:01<17:26,  1.40it/s]
Training 1/3 epoch (loss 1.3434):  28%|██▊       | 581/2046 [07:01<16:51,  1.45it/s]
Training 1/3 epoch (loss 1.1900):  28%|██▊       | 581/2046 [07:01<16:51,  1.45it/s]
Training 1/3 epoch (loss 1.1900):  28%|██▊       | 582/2046 [07:01<16:40,  1.46it/s]
Training 1/3 epoch (loss 1.2060):  28%|██▊       | 582/2046 [07:02<16:40,  1.46it/s]
Training 1/3 epoch (loss 1.2060):  28%|██▊       | 583/2046 [07:02<16:22,  1.49it/s]
Training 1/3 epoch (loss 1.4155):  28%|██▊       | 583/2046 [07:03<16:22,  1.49it/s]
Training 1/3 epoch (loss 1.4155):  29%|██▊       | 584/2046 [07:03<17:39,  1.38it/s]
Training 1/3 epoch (loss 1.1907):  29%|██▊       | 584/2046 [07:04<17:39,  1.38it/s]
Training 1/3 epoch (loss 1.1907):  29%|██▊       | 585/2046 [07:04<17:29,  1.39it/s]
Training 1/3 epoch (loss 1.4031):  29%|██▊       | 585/2046 [07:04<17:29,  1.39it/s]
Training 1/3 epoch (loss 1.4031):  29%|██▊       | 586/2046 [07:04<18:16,  1.33it/s]
Training 1/3 epoch (loss 1.5325):  29%|██▊       | 586/2046 [07:05<18:16,  1.33it/s]
Training 1/3 epoch (loss 1.5325):  29%|██▊       | 587/2046 [07:05<17:36,  1.38it/s]
Training 1/3 epoch (loss 1.2965):  29%|██▊       | 587/2046 [07:06<17:36,  1.38it/s]
Training 1/3 epoch (loss 1.2965):  29%|██▊       | 588/2046 [07:06<16:47,  1.45it/s]
Training 1/3 epoch (loss 1.1258):  29%|██▊       | 588/2046 [07:06<16:47,  1.45it/s]
Training 1/3 epoch (loss 1.1258):  29%|██▉       | 589/2046 [07:06<17:08,  1.42it/s]
Training 1/3 epoch (loss 1.3686):  29%|██▉       | 589/2046 [07:07<17:08,  1.42it/s]
Training 1/3 epoch (loss 1.3686):  29%|██▉       | 590/2046 [07:07<16:54,  1.44it/s]
Training 1/3 epoch (loss 1.2464):  29%|██▉       | 590/2046 [07:08<16:54,  1.44it/s]
Training 1/3 epoch (loss 1.2464):  29%|██▉       | 591/2046 [07:08<16:39,  1.46it/s]
Training 1/3 epoch (loss 1.1973):  29%|██▉       | 591/2046 [07:09<16:39,  1.46it/s]
Training 1/3 epoch (loss 1.1973):  29%|██▉       | 592/2046 [07:09<18:57,  1.28it/s]
Training 1/3 epoch (loss 1.3453):  29%|██▉       | 592/2046 [07:09<18:57,  1.28it/s]
Training 1/3 epoch (loss 1.3453):  29%|██▉       | 593/2046 [07:09<17:51,  1.36it/s]
Training 1/3 epoch (loss 1.1565):  29%|██▉       | 593/2046 [07:10<17:51,  1.36it/s]
Training 1/3 epoch (loss 1.1565):  29%|██▉       | 594/2046 [07:10<17:09,  1.41it/s]
Training 1/3 epoch (loss 1.1970):  29%|██▉       | 594/2046 [07:11<17:09,  1.41it/s]
Training 1/3 epoch (loss 1.1970):  29%|██▉       | 595/2046 [07:11<16:25,  1.47it/s]
Training 1/3 epoch (loss 1.1941):  29%|██▉       | 595/2046 [07:11<16:25,  1.47it/s]
Training 1/3 epoch (loss 1.1941):  29%|██▉       | 596/2046 [07:11<16:12,  1.49it/s]
Training 1/3 epoch (loss 1.2547):  29%|██▉       | 596/2046 [07:12<16:12,  1.49it/s]
Training 1/3 epoch (loss 1.2547):  29%|██▉       | 597/2046 [07:12<16:05,  1.50it/s]
Training 1/3 epoch (loss 1.2920):  29%|██▉       | 597/2046 [07:13<16:05,  1.50it/s]
Training 1/3 epoch (loss 1.2920):  29%|██▉       | 598/2046 [07:13<15:49,  1.52it/s]
Training 1/3 epoch (loss 1.1857):  29%|██▉       | 598/2046 [07:13<15:49,  1.52it/s]
Training 1/3 epoch (loss 1.1857):  29%|██▉       | 599/2046 [07:13<16:35,  1.45it/s]
Training 1/3 epoch (loss 1.2584):  29%|██▉       | 599/2046 [07:14<16:35,  1.45it/s]
Training 1/3 epoch (loss 1.2584):  29%|██▉       | 600/2046 [07:14<18:04,  1.33it/s]
Training 1/3 epoch (loss 1.2529):  29%|██▉       | 600/2046 [07:15<18:04,  1.33it/s]
Training 1/3 epoch (loss 1.2529):  29%|██▉       | 601/2046 [07:15<18:26,  1.31it/s]
Training 1/3 epoch (loss 1.2997):  29%|██▉       | 601/2046 [07:16<18:26,  1.31it/s]
Training 1/3 epoch (loss 1.2997):  29%|██▉       | 602/2046 [07:16<18:11,  1.32it/s]
Training 1/3 epoch (loss 1.3201):  29%|██▉       | 602/2046 [07:16<18:11,  1.32it/s]
Training 1/3 epoch (loss 1.3201):  29%|██▉       | 603/2046 [07:16<17:26,  1.38it/s]
Training 1/3 epoch (loss 1.1795):  29%|██▉       | 603/2046 [07:17<17:26,  1.38it/s]
Training 1/3 epoch (loss 1.1795):  30%|██▉       | 604/2046 [07:17<18:01,  1.33it/s]
Training 1/3 epoch (loss 1.2009):  30%|██▉       | 604/2046 [07:18<18:01,  1.33it/s]
Training 1/3 epoch (loss 1.2009):  30%|██▉       | 605/2046 [07:18<19:04,  1.26it/s]
Training 1/3 epoch (loss 1.4459):  30%|██▉       | 605/2046 [07:19<19:04,  1.26it/s]
Training 1/3 epoch (loss 1.4459):  30%|██▉       | 606/2046 [07:19<19:15,  1.25it/s]
Training 1/3 epoch (loss 1.3206):  30%|██▉       | 606/2046 [07:20<19:15,  1.25it/s]
Training 1/3 epoch (loss 1.3206):  30%|██▉       | 607/2046 [07:20<19:57,  1.20it/s]
Training 1/3 epoch (loss 1.2328):  30%|██▉       | 607/2046 [07:21<19:57,  1.20it/s]
Training 1/3 epoch (loss 1.2328):  30%|██▉       | 608/2046 [07:21<19:46,  1.21it/s]
Training 1/3 epoch (loss 1.1131):  30%|██▉       | 608/2046 [07:21<19:46,  1.21it/s]
Training 1/3 epoch (loss 1.1131):  30%|██▉       | 609/2046 [07:21<19:05,  1.25it/s]
Training 1/3 epoch (loss 1.5814):  30%|██▉       | 609/2046 [07:22<19:05,  1.25it/s]
Training 1/3 epoch (loss 1.5814):  30%|██▉       | 610/2046 [07:22<18:26,  1.30it/s]
Training 1/3 epoch (loss 1.3932):  30%|██▉       | 610/2046 [07:23<18:26,  1.30it/s]
Training 1/3 epoch (loss 1.3932):  30%|██▉       | 611/2046 [07:23<19:33,  1.22it/s]
Training 1/3 epoch (loss 1.5205):  30%|██▉       | 611/2046 [07:24<19:33,  1.22it/s]
Training 1/3 epoch (loss 1.5205):  30%|██▉       | 612/2046 [07:24<19:35,  1.22it/s]
Training 1/3 epoch (loss 1.2108):  30%|██▉       | 612/2046 [07:25<19:35,  1.22it/s]
Training 1/3 epoch (loss 1.2108):  30%|██▉       | 613/2046 [07:25<19:20,  1.23it/s]
Training 1/3 epoch (loss 1.1022):  30%|██▉       | 613/2046 [07:25<19:20,  1.23it/s]
Training 1/3 epoch (loss 1.1022):  30%|███       | 614/2046 [07:25<18:39,  1.28it/s]
Training 1/3 epoch (loss 1.1245):  30%|███       | 614/2046 [07:26<18:39,  1.28it/s]
Training 1/3 epoch (loss 1.1245):  30%|███       | 615/2046 [07:26<17:30,  1.36it/s]
Training 1/3 epoch (loss 1.2378):  30%|███       | 615/2046 [07:27<17:30,  1.36it/s]
Training 1/3 epoch (loss 1.2378):  30%|███       | 616/2046 [07:27<18:20,  1.30it/s]
Training 1/3 epoch (loss 1.1435):  30%|███       | 616/2046 [07:28<18:20,  1.30it/s]
Training 1/3 epoch (loss 1.1435):  30%|███       | 617/2046 [07:28<17:19,  1.37it/s]
Training 1/3 epoch (loss 1.2612):  30%|███       | 617/2046 [07:28<17:19,  1.37it/s]
Training 1/3 epoch (loss 1.2612):  30%|███       | 618/2046 [07:28<19:02,  1.25it/s]
Training 1/3 epoch (loss 1.3976):  30%|███       | 618/2046 [07:29<19:02,  1.25it/s]
Training 1/3 epoch (loss 1.3976):  30%|███       | 619/2046 [07:29<17:45,  1.34it/s]
Training 1/3 epoch (loss 1.1346):  30%|███       | 619/2046 [07:30<17:45,  1.34it/s]
Training 1/3 epoch (loss 1.1346):  30%|███       | 620/2046 [07:30<16:57,  1.40it/s]
Training 1/3 epoch (loss 1.2697):  30%|███       | 620/2046 [07:30<16:57,  1.40it/s]
Training 1/3 epoch (loss 1.2697):  30%|███       | 621/2046 [07:30<16:26,  1.44it/s]
Training 1/3 epoch (loss 1.4471):  30%|███       | 621/2046 [07:31<16:26,  1.44it/s]
Training 1/3 epoch (loss 1.4471):  30%|███       | 622/2046 [07:31<16:07,  1.47it/s]
Training 1/3 epoch (loss 1.0862):  30%|███       | 622/2046 [07:32<16:07,  1.47it/s]
Training 1/3 epoch (loss 1.0862):  30%|███       | 623/2046 [07:32<16:06,  1.47it/s]
Training 1/3 epoch (loss 1.4197):  30%|███       | 623/2046 [07:32<16:06,  1.47it/s]
Training 1/3 epoch (loss 1.4197):  30%|███       | 624/2046 [07:32<16:35,  1.43it/s]
Training 1/3 epoch (loss 1.3636):  30%|███       | 624/2046 [07:33<16:35,  1.43it/s]
Training 1/3 epoch (loss 1.3636):  31%|███       | 625/2046 [07:33<17:00,  1.39it/s]
Training 1/3 epoch (loss 1.1772):  31%|███       | 625/2046 [07:34<17:00,  1.39it/s]
Training 1/3 epoch (loss 1.1772):  31%|███       | 626/2046 [07:34<16:24,  1.44it/s]
Training 1/3 epoch (loss 1.2778):  31%|███       | 626/2046 [07:35<16:24,  1.44it/s]
Training 1/3 epoch (loss 1.2778):  31%|███       | 627/2046 [07:35<16:12,  1.46it/s]
Training 1/3 epoch (loss 1.3187):  31%|███       | 627/2046 [07:35<16:12,  1.46it/s]
Training 1/3 epoch (loss 1.3187):  31%|███       | 628/2046 [07:35<16:14,  1.45it/s]
Training 1/3 epoch (loss 1.2450):  31%|███       | 628/2046 [07:36<16:14,  1.45it/s]
Training 1/3 epoch (loss 1.2450):  31%|███       | 629/2046 [07:36<16:50,  1.40it/s]
Training 1/3 epoch (loss 1.2618):  31%|███       | 629/2046 [07:37<16:50,  1.40it/s]
Training 1/3 epoch (loss 1.2618):  31%|███       | 630/2046 [07:37<16:08,  1.46it/s]
Training 1/3 epoch (loss 1.1377):  31%|███       | 630/2046 [07:37<16:08,  1.46it/s]
Training 1/3 epoch (loss 1.1377):  31%|███       | 631/2046 [07:37<17:35,  1.34it/s]
Training 1/3 epoch (loss 1.2688):  31%|███       | 631/2046 [07:39<17:35,  1.34it/s]
Training 1/3 epoch (loss 1.2688):  31%|███       | 632/2046 [07:39<19:49,  1.19it/s]
Training 1/3 epoch (loss 1.4455):  31%|███       | 632/2046 [07:39<19:49,  1.19it/s]
Training 1/3 epoch (loss 1.4455):  31%|███       | 633/2046 [07:39<18:19,  1.29it/s]
Training 1/3 epoch (loss 1.2564):  31%|███       | 633/2046 [07:40<18:19,  1.29it/s]
Training 1/3 epoch (loss 1.2564):  31%|███       | 634/2046 [07:40<17:18,  1.36it/s]
Training 1/3 epoch (loss 1.2785):  31%|███       | 634/2046 [07:40<17:18,  1.36it/s]
Training 1/3 epoch (loss 1.2785):  31%|███       | 635/2046 [07:40<16:37,  1.41it/s]
Training 1/3 epoch (loss 1.3118):  31%|███       | 635/2046 [07:41<16:37,  1.41it/s]
Training 1/3 epoch (loss 1.3118):  31%|███       | 636/2046 [07:41<15:51,  1.48it/s]
Training 1/3 epoch (loss 1.2402):  31%|███       | 636/2046 [07:42<15:51,  1.48it/s]
Training 1/3 epoch (loss 1.2402):  31%|███       | 637/2046 [07:42<15:34,  1.51it/s]
Training 1/3 epoch (loss 1.2461):  31%|███       | 637/2046 [07:42<15:34,  1.51it/s]
Training 1/3 epoch (loss 1.2461):  31%|███       | 638/2046 [07:42<15:22,  1.53it/s]
Training 1/3 epoch (loss 1.3134):  31%|███       | 638/2046 [07:43<15:22,  1.53it/s]
Training 1/3 epoch (loss 1.3134):  31%|███       | 639/2046 [07:43<15:22,  1.53it/s]
Training 1/3 epoch (loss 1.4084):  31%|███       | 639/2046 [07:44<15:22,  1.53it/s]
Training 1/3 epoch (loss 1.4084):  31%|███▏      | 640/2046 [07:44<16:30,  1.42it/s]
Training 1/3 epoch (loss 1.3926):  31%|███▏      | 640/2046 [07:44<16:30,  1.42it/s]
Training 1/3 epoch (loss 1.3926):  31%|███▏      | 641/2046 [07:44<15:57,  1.47it/s]
Training 1/3 epoch (loss 1.0002):  31%|███▏      | 641/2046 [07:45<15:57,  1.47it/s]
Training 1/3 epoch (loss 1.0002):  31%|███▏      | 642/2046 [07:45<16:25,  1.42it/s]
Training 1/3 epoch (loss 1.2187):  31%|███▏      | 642/2046 [07:46<16:25,  1.42it/s]
Training 1/3 epoch (loss 1.2187):  31%|███▏      | 643/2046 [07:46<15:57,  1.46it/s]
Training 1/3 epoch (loss 1.1209):  31%|███▏      | 643/2046 [07:47<15:57,  1.46it/s]
Training 1/3 epoch (loss 1.1209):  31%|███▏      | 644/2046 [07:47<15:56,  1.47it/s]
Training 1/3 epoch (loss 1.1949):  31%|███▏      | 644/2046 [07:47<15:56,  1.47it/s]
Training 1/3 epoch (loss 1.1949):  32%|███▏      | 645/2046 [07:47<15:22,  1.52it/s]
Training 1/3 epoch (loss 1.2069):  32%|███▏      | 645/2046 [07:48<15:22,  1.52it/s]
Training 1/3 epoch (loss 1.2069):  32%|███▏      | 646/2046 [07:48<16:14,  1.44it/s]
Training 1/3 epoch (loss 1.1411):  32%|███▏      | 646/2046 [07:49<16:14,  1.44it/s]
Training 1/3 epoch (loss 1.1411):  32%|███▏      | 647/2046 [07:49<16:15,  1.43it/s]
Training 1/3 epoch (loss 1.1290):  32%|███▏      | 647/2046 [07:50<16:15,  1.43it/s]
Training 1/3 epoch (loss 1.1290):  32%|███▏      | 648/2046 [07:50<17:43,  1.32it/s]
Training 1/3 epoch (loss 1.2461):  32%|███▏      | 648/2046 [07:50<17:43,  1.32it/s]
Training 1/3 epoch (loss 1.2461):  32%|███▏      | 649/2046 [07:50<17:22,  1.34it/s]
Training 1/3 epoch (loss 1.1837):  32%|███▏      | 649/2046 [07:51<17:22,  1.34it/s]
Training 1/3 epoch (loss 1.1837):  32%|███▏      | 650/2046 [07:51<16:56,  1.37it/s]
Training 1/3 epoch (loss 1.3113):  32%|███▏      | 650/2046 [07:52<16:56,  1.37it/s]
Training 1/3 epoch (loss 1.3113):  32%|███▏      | 651/2046 [07:52<16:07,  1.44it/s]
Training 1/3 epoch (loss 1.3674):  32%|███▏      | 651/2046 [07:52<16:07,  1.44it/s]
Training 1/3 epoch (loss 1.3674):  32%|███▏      | 652/2046 [07:52<16:07,  1.44it/s]
Training 1/3 epoch (loss 1.3325):  32%|███▏      | 652/2046 [07:53<16:07,  1.44it/s]
Training 1/3 epoch (loss 1.3325):  32%|███▏      | 653/2046 [07:53<16:47,  1.38it/s]
Training 1/3 epoch (loss 1.0663):  32%|███▏      | 653/2046 [07:54<16:47,  1.38it/s]
Training 1/3 epoch (loss 1.0663):  32%|███▏      | 654/2046 [07:54<17:19,  1.34it/s]
Training 1/3 epoch (loss 1.1728):  32%|███▏      | 654/2046 [07:55<17:19,  1.34it/s]
Training 1/3 epoch (loss 1.1728):  32%|███▏      | 655/2046 [07:55<16:57,  1.37it/s]
Training 1/3 epoch (loss 1.2392):  32%|███▏      | 655/2046 [07:55<16:57,  1.37it/s]
Training 1/3 epoch (loss 1.2392):  32%|███▏      | 656/2046 [07:55<17:38,  1.31it/s]
Training 1/3 epoch (loss 1.0408):  32%|███▏      | 656/2046 [07:56<17:38,  1.31it/s]
Training 1/3 epoch (loss 1.0408):  32%|███▏      | 657/2046 [07:56<17:01,  1.36it/s]
Training 1/3 epoch (loss 1.2389):  32%|███▏      | 657/2046 [07:57<17:01,  1.36it/s]
Training 1/3 epoch (loss 1.2389):  32%|███▏      | 658/2046 [07:57<17:05,  1.35it/s]
Training 1/3 epoch (loss 1.2235):  32%|███▏      | 658/2046 [07:57<17:05,  1.35it/s]
Training 1/3 epoch (loss 1.2235):  32%|███▏      | 659/2046 [07:57<16:40,  1.39it/s]
Training 1/3 epoch (loss 1.4380):  32%|███▏      | 659/2046 [07:58<16:40,  1.39it/s]
Training 1/3 epoch (loss 1.4380):  32%|███▏      | 660/2046 [07:58<15:59,  1.44it/s]
Training 1/3 epoch (loss 1.0925):  32%|███▏      | 660/2046 [07:59<15:59,  1.44it/s]
Training 1/3 epoch (loss 1.0925):  32%|███▏      | 661/2046 [07:59<15:35,  1.48it/s]
Training 1/3 epoch (loss 1.3385):  32%|███▏      | 661/2046 [07:59<15:35,  1.48it/s]
Training 1/3 epoch (loss 1.3385):  32%|███▏      | 662/2046 [07:59<15:32,  1.48it/s]
Training 1/3 epoch (loss 1.0216):  32%|███▏      | 662/2046 [08:00<15:32,  1.48it/s]
Training 1/3 epoch (loss 1.0216):  32%|███▏      | 663/2046 [08:00<15:17,  1.51it/s]
Training 1/3 epoch (loss 1.3586):  32%|███▏      | 663/2046 [08:01<15:17,  1.51it/s]
Training 1/3 epoch (loss 1.3586):  32%|███▏      | 664/2046 [08:01<16:55,  1.36it/s]
Training 1/3 epoch (loss 1.3428):  32%|███▏      | 664/2046 [08:02<16:55,  1.36it/s]
Training 1/3 epoch (loss 1.3428):  33%|███▎      | 665/2046 [08:02<16:20,  1.41it/s]
Training 1/3 epoch (loss 1.3668):  33%|███▎      | 665/2046 [08:02<16:20,  1.41it/s]
Training 1/3 epoch (loss 1.3668):  33%|███▎      | 666/2046 [08:02<16:27,  1.40it/s]
Training 1/3 epoch (loss 1.1419):  33%|███▎      | 666/2046 [08:03<16:27,  1.40it/s]
Training 1/3 epoch (loss 1.1419):  33%|███▎      | 667/2046 [08:03<16:31,  1.39it/s]
Training 1/3 epoch (loss 1.0005):  33%|███▎      | 667/2046 [08:04<16:31,  1.39it/s]
Training 1/3 epoch (loss 1.0005):  33%|███▎      | 668/2046 [08:04<17:05,  1.34it/s]
Training 1/3 epoch (loss 1.1256):  33%|███▎      | 668/2046 [08:04<17:05,  1.34it/s]
Training 1/3 epoch (loss 1.1256):  33%|███▎      | 669/2046 [08:04<16:25,  1.40it/s]
Training 1/3 epoch (loss 1.3752):  33%|███▎      | 669/2046 [08:05<16:25,  1.40it/s]
Training 1/3 epoch (loss 1.3752):  33%|███▎      | 670/2046 [08:05<17:09,  1.34it/s]
Training 1/3 epoch (loss 1.0817):  33%|███▎      | 670/2046 [08:06<17:09,  1.34it/s]
Training 1/3 epoch (loss 1.0817):  33%|███▎      | 671/2046 [08:06<16:29,  1.39it/s]
Training 1/3 epoch (loss 1.1507):  33%|███▎      | 671/2046 [08:07<16:29,  1.39it/s]
Training 1/3 epoch (loss 1.1507):  33%|███▎      | 672/2046 [08:07<16:48,  1.36it/s]
Training 1/3 epoch (loss 1.3130):  33%|███▎      | 672/2046 [08:08<16:48,  1.36it/s]
Training 1/3 epoch (loss 1.3130):  33%|███▎      | 673/2046 [08:08<17:11,  1.33it/s]
Training 1/3 epoch (loss 1.3993):  33%|███▎      | 673/2046 [08:08<17:11,  1.33it/s]
Training 1/3 epoch (loss 1.3993):  33%|███▎      | 674/2046 [08:08<16:27,  1.39it/s]
Training 1/3 epoch (loss 1.1535):  33%|███▎      | 674/2046 [08:09<16:27,  1.39it/s]
Training 1/3 epoch (loss 1.1535):  33%|███▎      | 675/2046 [08:09<16:03,  1.42it/s]
Training 1/3 epoch (loss 1.4949):  33%|███▎      | 675/2046 [08:09<16:03,  1.42it/s]
Training 1/3 epoch (loss 1.4949):  33%|███▎      | 676/2046 [08:09<15:49,  1.44it/s]
Training 1/3 epoch (loss 1.0747):  33%|███▎      | 676/2046 [08:10<15:49,  1.44it/s]
Training 1/3 epoch (loss 1.0747):  33%|███▎      | 677/2046 [08:10<15:14,  1.50it/s]
Training 1/3 epoch (loss 1.3601):  33%|███▎      | 677/2046 [08:11<15:14,  1.50it/s]
Training 1/3 epoch (loss 1.3601):  33%|███▎      | 678/2046 [08:11<14:52,  1.53it/s]
Training 1/3 epoch (loss 1.1355):  33%|███▎      | 678/2046 [08:11<14:52,  1.53it/s]
Training 1/3 epoch (loss 1.1355):  33%|███▎      | 679/2046 [08:11<15:06,  1.51it/s]
Training 1/3 epoch (loss 1.1183):  33%|███▎      | 679/2046 [08:12<15:06,  1.51it/s]
Training 1/3 epoch (loss 1.1183):  33%|███▎      | 680/2046 [08:12<15:39,  1.45it/s]
Training 1/3 epoch (loss 1.1931):  33%|███▎      | 680/2046 [08:13<15:39,  1.45it/s]
Training 1/3 epoch (loss 1.1931):  33%|███▎      | 681/2046 [08:13<16:06,  1.41it/s]
Training 1/3 epoch (loss 1.1275):  33%|███▎      | 681/2046 [08:14<16:06,  1.41it/s]
Training 1/3 epoch (loss 1.1275):  33%|███▎      | 682/2046 [08:14<15:28,  1.47it/s]
Training 2/3 epoch (loss 1.1908):  33%|███▎      | 682/2046 [08:14<15:28,  1.47it/s]
Training 2/3 epoch (loss 1.1908):  33%|███▎      | 683/2046 [08:14<15:37,  1.45it/s]
Training 2/3 epoch (loss 1.1219):  33%|███▎      | 683/2046 [08:15<15:37,  1.45it/s]
Training 2/3 epoch (loss 1.1219):  33%|███▎      | 684/2046 [08:15<15:50,  1.43it/s]
Training 2/3 epoch (loss 1.2767):  33%|███▎      | 684/2046 [08:16<15:50,  1.43it/s]
Training 2/3 epoch (loss 1.2767):  33%|███▎      | 685/2046 [08:16<16:13,  1.40it/s]
Training 2/3 epoch (loss 1.2107):  33%|███▎      | 685/2046 [08:16<16:13,  1.40it/s]
Training 2/3 epoch (loss 1.2107):  34%|███▎      | 686/2046 [08:16<15:35,  1.45it/s]
Training 2/3 epoch (loss 0.9624):  34%|███▎      | 686/2046 [08:17<15:35,  1.45it/s]
Training 2/3 epoch (loss 0.9624):  34%|███▎      | 687/2046 [08:17<16:02,  1.41it/s]
Training 2/3 epoch (loss 1.2560):  34%|███▎      | 687/2046 [08:18<16:02,  1.41it/s]
Training 2/3 epoch (loss 1.2560):  34%|███▎      | 688/2046 [08:18<17:33,  1.29it/s]
Training 2/3 epoch (loss 1.1469):  34%|███▎      | 688/2046 [08:19<17:33,  1.29it/s]
Training 2/3 epoch (loss 1.1469):  34%|███▎      | 689/2046 [08:19<19:43,  1.15it/s]
Training 2/3 epoch (loss 1.3729):  34%|███▎      | 689/2046 [08:20<19:43,  1.15it/s]
Training 2/3 epoch (loss 1.3729):  34%|███▎      | 690/2046 [08:20<18:33,  1.22it/s]
Training 2/3 epoch (loss 1.1191):  34%|███▎      | 690/2046 [08:21<18:33,  1.22it/s]
Training 2/3 epoch (loss 1.1191):  34%|███▍      | 691/2046 [08:21<19:46,  1.14it/s]
Training 2/3 epoch (loss 1.2251):  34%|███▍      | 691/2046 [08:21<19:46,  1.14it/s]
Training 2/3 epoch (loss 1.2251):  34%|███▍      | 692/2046 [08:21<18:02,  1.25it/s]
Training 2/3 epoch (loss 1.1102):  34%|███▍      | 692/2046 [08:22<18:02,  1.25it/s]
Training 2/3 epoch (loss 1.1102):  34%|███▍      | 693/2046 [08:22<17:20,  1.30it/s]
Training 2/3 epoch (loss 1.1865):  34%|███▍      | 693/2046 [08:23<17:20,  1.30it/s]
Training 2/3 epoch (loss 1.1865):  34%|███▍      | 694/2046 [08:23<16:25,  1.37it/s]
Training 2/3 epoch (loss 1.1875):  34%|███▍      | 694/2046 [08:24<16:25,  1.37it/s]
Training 2/3 epoch (loss 1.1875):  34%|███▍      | 695/2046 [08:24<17:43,  1.27it/s]
Training 2/3 epoch (loss 1.0318):  34%|███▍      | 695/2046 [08:25<17:43,  1.27it/s]
Training 2/3 epoch (loss 1.0318):  34%|███▍      | 696/2046 [08:25<18:36,  1.21it/s]
Training 2/3 epoch (loss 1.1638):  34%|███▍      | 696/2046 [08:25<18:36,  1.21it/s]
Training 2/3 epoch (loss 1.1638):  34%|███▍      | 697/2046 [08:25<17:11,  1.31it/s]
Training 2/3 epoch (loss 1.1147):  34%|███▍      | 697/2046 [08:26<17:11,  1.31it/s]
Training 2/3 epoch (loss 1.1147):  34%|███▍      | 698/2046 [08:26<16:27,  1.37it/s]
Training 2/3 epoch (loss 1.2422):  34%|███▍      | 698/2046 [08:27<16:27,  1.37it/s]
Training 2/3 epoch (loss 1.2422):  34%|███▍      | 699/2046 [08:27<16:17,  1.38it/s]
Training 2/3 epoch (loss 1.2568):  34%|███▍      | 699/2046 [08:27<16:17,  1.38it/s]
Training 2/3 epoch (loss 1.2568):  34%|███▍      | 700/2046 [08:27<16:10,  1.39it/s]
Training 2/3 epoch (loss 1.2597):  34%|███▍      | 700/2046 [08:28<16:10,  1.39it/s]
Training 2/3 epoch (loss 1.2597):  34%|███▍      | 701/2046 [08:28<15:23,  1.46it/s]
Training 2/3 epoch (loss 1.3618):  34%|███▍      | 701/2046 [08:29<15:23,  1.46it/s]
Training 2/3 epoch (loss 1.3618):  34%|███▍      | 702/2046 [08:29<15:00,  1.49it/s]
Training 2/3 epoch (loss 1.0957):  34%|███▍      | 702/2046 [08:29<15:00,  1.49it/s]
Training 2/3 epoch (loss 1.0957):  34%|███▍      | 703/2046 [08:29<15:34,  1.44it/s]
Training 2/3 epoch (loss 1.0195):  34%|███▍      | 703/2046 [08:30<15:34,  1.44it/s]
Training 2/3 epoch (loss 1.0195):  34%|███▍      | 704/2046 [08:30<16:28,  1.36it/s]
Training 2/3 epoch (loss 1.1162):  34%|███▍      | 704/2046 [08:31<16:28,  1.36it/s]
Training 2/3 epoch (loss 1.1162):  34%|███▍      | 705/2046 [08:31<15:47,  1.42it/s]
Training 2/3 epoch (loss 1.2650):  34%|███▍      | 705/2046 [08:31<15:47,  1.42it/s]
Training 2/3 epoch (loss 1.2650):  35%|███▍      | 706/2046 [08:31<15:25,  1.45it/s]
Training 2/3 epoch (loss 0.9815):  35%|███▍      | 706/2046 [08:32<15:25,  1.45it/s]
Training 2/3 epoch (loss 0.9815):  35%|███▍      | 707/2046 [08:32<15:12,  1.47it/s]
Training 2/3 epoch (loss 0.9893):  35%|███▍      | 707/2046 [08:33<15:12,  1.47it/s]
Training 2/3 epoch (loss 0.9893):  35%|███▍      | 708/2046 [08:33<15:19,  1.46it/s]
Training 2/3 epoch (loss 1.3955):  35%|███▍      | 708/2046 [08:33<15:19,  1.46it/s]
Training 2/3 epoch (loss 1.3955):  35%|███▍      | 709/2046 [08:33<15:17,  1.46it/s]
Training 2/3 epoch (loss 1.0205):  35%|███▍      | 709/2046 [08:34<15:17,  1.46it/s]
Training 2/3 epoch (loss 1.0205):  35%|███▍      | 710/2046 [08:34<15:39,  1.42it/s]
Training 2/3 epoch (loss 0.9590):  35%|███▍      | 710/2046 [08:35<15:39,  1.42it/s]
Training 2/3 epoch (loss 0.9590):  35%|███▍      | 711/2046 [08:35<14:59,  1.48it/s]
Training 2/3 epoch (loss 1.2597):  35%|███▍      | 711/2046 [08:36<14:59,  1.48it/s]
Training 2/3 epoch (loss 1.2597):  35%|███▍      | 712/2046 [08:36<17:03,  1.30it/s]
Training 2/3 epoch (loss 1.2264):  35%|███▍      | 712/2046 [08:37<17:03,  1.30it/s]
Training 2/3 epoch (loss 1.2264):  35%|███▍      | 713/2046 [08:37<16:41,  1.33it/s]
Training 2/3 epoch (loss 1.4168):  35%|███▍      | 713/2046 [08:37<16:41,  1.33it/s]
Training 2/3 epoch (loss 1.4168):  35%|███▍      | 714/2046 [08:37<15:46,  1.41it/s]
Training 2/3 epoch (loss 0.9552):  35%|███▍      | 714/2046 [08:38<15:46,  1.41it/s]
Training 2/3 epoch (loss 0.9552):  35%|███▍      | 715/2046 [08:38<15:13,  1.46it/s]
Training 2/3 epoch (loss 1.1274):  35%|███▍      | 715/2046 [08:38<15:13,  1.46it/s]
Training 2/3 epoch (loss 1.1274):  35%|███▍      | 716/2046 [08:38<15:29,  1.43it/s]
Training 2/3 epoch (loss 1.0671):  35%|███▍      | 716/2046 [08:39<15:29,  1.43it/s]
Training 2/3 epoch (loss 1.0671):  35%|███▌      | 717/2046 [08:39<15:43,  1.41it/s]
Training 2/3 epoch (loss 1.0736):  35%|███▌      | 717/2046 [08:40<15:43,  1.41it/s]
Training 2/3 epoch (loss 1.0736):  35%|███▌      | 718/2046 [08:40<15:06,  1.46it/s]
Training 2/3 epoch (loss 1.0020):  35%|███▌      | 718/2046 [08:40<15:06,  1.46it/s]
Training 2/3 epoch (loss 1.0020):  35%|███▌      | 719/2046 [08:40<14:42,  1.50it/s]
Training 2/3 epoch (loss 1.0923):  35%|███▌      | 719/2046 [08:41<14:42,  1.50it/s]
Training 2/3 epoch (loss 1.0923):  35%|███▌      | 720/2046 [08:41<15:46,  1.40it/s]
Training 2/3 epoch (loss 1.1556):  35%|███▌      | 720/2046 [08:42<15:46,  1.40it/s]
Training 2/3 epoch (loss 1.1556):  35%|███▌      | 721/2046 [08:42<16:45,  1.32it/s]
Training 2/3 epoch (loss 1.0550):  35%|███▌      | 721/2046 [08:43<16:45,  1.32it/s]
Training 2/3 epoch (loss 1.0550):  35%|███▌      | 722/2046 [08:43<15:59,  1.38it/s]
Training 2/3 epoch (loss 0.9700):  35%|███▌      | 722/2046 [08:44<15:59,  1.38it/s]
Training 2/3 epoch (loss 0.9700):  35%|███▌      | 723/2046 [08:44<17:08,  1.29it/s]
Training 2/3 epoch (loss 1.1242):  35%|███▌      | 723/2046 [08:44<17:08,  1.29it/s]
Training 2/3 epoch (loss 1.1242):  35%|███▌      | 724/2046 [08:44<16:01,  1.37it/s]
Training 2/3 epoch (loss 0.9795):  35%|███▌      | 724/2046 [08:45<16:01,  1.37it/s]
Training 2/3 epoch (loss 0.9795):  35%|███▌      | 725/2046 [08:45<17:25,  1.26it/s]
Training 2/3 epoch (loss 0.9824):  35%|███▌      | 725/2046 [08:46<17:25,  1.26it/s]
Training 2/3 epoch (loss 0.9824):  35%|███▌      | 726/2046 [08:46<16:06,  1.37it/s]
Training 2/3 epoch (loss 1.1038):  35%|███▌      | 726/2046 [08:46<16:06,  1.37it/s]
Training 2/3 epoch (loss 1.1038):  36%|███▌      | 727/2046 [08:46<15:22,  1.43it/s]
Training 2/3 epoch (loss 1.1675):  36%|███▌      | 727/2046 [08:47<15:22,  1.43it/s]
Training 2/3 epoch (loss 1.1675):  36%|███▌      | 728/2046 [08:47<16:13,  1.35it/s]
Training 2/3 epoch (loss 1.0779):  36%|███▌      | 728/2046 [08:48<16:13,  1.35it/s]
Training 2/3 epoch (loss 1.0779):  36%|███▌      | 729/2046 [08:48<16:32,  1.33it/s]
Training 2/3 epoch (loss 0.8952):  36%|███▌      | 729/2046 [08:49<16:32,  1.33it/s]
Training 2/3 epoch (loss 0.8952):  36%|███▌      | 730/2046 [08:49<16:41,  1.31it/s]
Training 2/3 epoch (loss 0.9137):  36%|███▌      | 730/2046 [08:50<16:41,  1.31it/s]
Training 2/3 epoch (loss 0.9137):  36%|███▌      | 731/2046 [08:50<17:05,  1.28it/s]
Training 2/3 epoch (loss 0.9189):  36%|███▌      | 731/2046 [08:50<17:05,  1.28it/s]
Training 2/3 epoch (loss 0.9189):  36%|███▌      | 732/2046 [08:50<16:46,  1.31it/s]
Training 2/3 epoch (loss 1.1000):  36%|███▌      | 732/2046 [08:51<16:46,  1.31it/s]
Training 2/3 epoch (loss 1.1000):  36%|███▌      | 733/2046 [08:51<15:50,  1.38it/s]
Training 2/3 epoch (loss 0.9938):  36%|███▌      | 733/2046 [08:52<15:50,  1.38it/s]
Training 2/3 epoch (loss 0.9938):  36%|███▌      | 734/2046 [08:52<15:23,  1.42it/s]
Training 2/3 epoch (loss 0.8436):  36%|███▌      | 734/2046 [08:53<15:23,  1.42it/s]
Training 2/3 epoch (loss 0.8436):  36%|███▌      | 735/2046 [08:53<15:59,  1.37it/s]
Training 2/3 epoch (loss 0.9766):  36%|███▌      | 735/2046 [08:54<15:59,  1.37it/s]
Training 2/3 epoch (loss 0.9766):  36%|███▌      | 736/2046 [08:54<18:22,  1.19it/s]
Training 2/3 epoch (loss 0.9342):  36%|███▌      | 736/2046 [08:54<18:22,  1.19it/s]
Training 2/3 epoch (loss 0.9342):  36%|███▌      | 737/2046 [08:54<17:27,  1.25it/s]
Training 2/3 epoch (loss 0.9149):  36%|███▌      | 737/2046 [08:55<17:27,  1.25it/s]
Training 2/3 epoch (loss 0.9149):  36%|███▌      | 738/2046 [08:55<17:31,  1.24it/s]
Training 2/3 epoch (loss 0.9080):  36%|███▌      | 738/2046 [08:56<17:31,  1.24it/s]
Training 2/3 epoch (loss 0.9080):  36%|███▌      | 739/2046 [08:56<16:47,  1.30it/s]
Training 2/3 epoch (loss 0.9781):  36%|███▌      | 739/2046 [08:57<16:47,  1.30it/s]
Training 2/3 epoch (loss 0.9781):  36%|███▌      | 740/2046 [08:57<17:01,  1.28it/s]
Training 2/3 epoch (loss 0.8933):  36%|███▌      | 740/2046 [08:57<17:01,  1.28it/s]
Training 2/3 epoch (loss 0.8933):  36%|███▌      | 741/2046 [08:57<16:03,  1.36it/s]
Training 2/3 epoch (loss 0.9970):  36%|███▌      | 741/2046 [08:58<16:03,  1.36it/s]
Training 2/3 epoch (loss 0.9970):  36%|███▋      | 742/2046 [08:58<15:13,  1.43it/s]
Training 2/3 epoch (loss 0.9428):  36%|███▋      | 742/2046 [08:59<15:13,  1.43it/s]
Training 2/3 epoch (loss 0.9428):  36%|███▋      | 743/2046 [08:59<14:54,  1.46it/s]
Training 2/3 epoch (loss 0.9946):  36%|███▋      | 743/2046 [09:00<14:54,  1.46it/s]
Training 2/3 epoch (loss 0.9946):  36%|███▋      | 744/2046 [09:00<17:37,  1.23it/s]
Training 2/3 epoch (loss 1.0980):  36%|███▋      | 744/2046 [09:00<17:37,  1.23it/s]
Training 2/3 epoch (loss 1.0980):  36%|███▋      | 745/2046 [09:00<16:23,  1.32it/s]
Training 2/3 epoch (loss 1.0874):  36%|███▋      | 745/2046 [09:01<16:23,  1.32it/s]
Training 2/3 epoch (loss 1.0874):  36%|███▋      | 746/2046 [09:01<15:59,  1.35it/s]
Training 2/3 epoch (loss 1.1151):  36%|███▋      | 746/2046 [09:02<15:59,  1.35it/s]
Training 2/3 epoch (loss 1.1151):  37%|███▋      | 747/2046 [09:02<15:50,  1.37it/s]
Training 2/3 epoch (loss 0.8495):  37%|███▋      | 747/2046 [09:02<15:50,  1.37it/s]
Training 2/3 epoch (loss 0.8495):  37%|███▋      | 748/2046 [09:02<15:01,  1.44it/s]
Training 2/3 epoch (loss 1.0254):  37%|███▋      | 748/2046 [09:03<15:01,  1.44it/s]
Training 2/3 epoch (loss 1.0254):  37%|███▋      | 749/2046 [09:03<15:10,  1.42it/s]
Training 2/3 epoch (loss 0.9078):  37%|███▋      | 749/2046 [09:04<15:10,  1.42it/s]
Training 2/3 epoch (loss 0.9078):  37%|███▋      | 750/2046 [09:04<15:30,  1.39it/s]
Training 2/3 epoch (loss 1.0052):  37%|███▋      | 750/2046 [09:04<15:30,  1.39it/s]
Training 2/3 epoch (loss 1.0052):  37%|███▋      | 751/2046 [09:04<14:50,  1.45it/s]
Training 2/3 epoch (loss 0.9514):  37%|███▋      | 751/2046 [09:05<14:50,  1.45it/s]
Training 2/3 epoch (loss 0.9514):  37%|███▋      | 752/2046 [09:05<16:04,  1.34it/s]
Training 2/3 epoch (loss 0.8917):  37%|███▋      | 752/2046 [09:06<16:04,  1.34it/s]
Training 2/3 epoch (loss 0.8917):  37%|███▋      | 753/2046 [09:06<16:10,  1.33it/s]
Training 2/3 epoch (loss 0.8368):  37%|███▋      | 753/2046 [09:07<16:10,  1.33it/s]
Training 2/3 epoch (loss 0.8368):  37%|███▋      | 754/2046 [09:07<15:18,  1.41it/s]
Training 2/3 epoch (loss 0.8282):  37%|███▋      | 754/2046 [09:07<15:18,  1.41it/s]
Training 2/3 epoch (loss 0.8282):  37%|███▋      | 755/2046 [09:07<15:34,  1.38it/s]
Training 2/3 epoch (loss 0.7947):  37%|███▋      | 755/2046 [09:08<15:34,  1.38it/s]
Training 2/3 epoch (loss 0.7947):  37%|███▋      | 756/2046 [09:08<14:57,  1.44it/s]
Training 2/3 epoch (loss 0.7756):  37%|███▋      | 756/2046 [09:09<14:57,  1.44it/s]
Training 2/3 epoch (loss 0.7756):  37%|███▋      | 757/2046 [09:09<14:38,  1.47it/s]
Training 2/3 epoch (loss 0.7673):  37%|███▋      | 757/2046 [09:09<14:38,  1.47it/s]
Training 2/3 epoch (loss 0.7673):  37%|███▋      | 758/2046 [09:09<14:25,  1.49it/s]
Training 2/3 epoch (loss 0.8646):  37%|███▋      | 758/2046 [09:10<14:25,  1.49it/s]
Training 2/3 epoch (loss 0.8646):  37%|███▋      | 759/2046 [09:10<14:09,  1.52it/s]
Training 2/3 epoch (loss 0.7743):  37%|███▋      | 759/2046 [09:11<14:09,  1.52it/s]
Training 2/3 epoch (loss 0.7743):  37%|███▋      | 760/2046 [09:11<14:37,  1.47it/s]
Training 2/3 epoch (loss 0.7486):  37%|███▋      | 760/2046 [09:11<14:37,  1.47it/s]
Training 2/3 epoch (loss 0.7486):  37%|███▋      | 761/2046 [09:11<14:24,  1.49it/s]
Training 2/3 epoch (loss 0.6748):  37%|███▋      | 761/2046 [09:12<14:24,  1.49it/s]
Training 2/3 epoch (loss 0.6748):  37%|███▋      | 762/2046 [09:12<14:00,  1.53it/s]
Training 2/3 epoch (loss 0.6971):  37%|███▋      | 762/2046 [09:13<14:00,  1.53it/s]
Training 2/3 epoch (loss 0.6971):  37%|███▋      | 763/2046 [09:13<13:50,  1.55it/s]
Training 2/3 epoch (loss 0.8242):  37%|███▋      | 763/2046 [09:13<13:50,  1.55it/s]
Training 2/3 epoch (loss 0.8242):  37%|███▋      | 764/2046 [09:13<14:05,  1.52it/s]
Training 2/3 epoch (loss 0.7158):  37%|███▋      | 764/2046 [09:14<14:05,  1.52it/s]
Training 2/3 epoch (loss 0.7158):  37%|███▋      | 765/2046 [09:14<14:02,  1.52it/s]
Training 2/3 epoch (loss 0.6990):  37%|███▋      | 765/2046 [09:15<14:02,  1.52it/s]
Training 2/3 epoch (loss 0.6990):  37%|███▋      | 766/2046 [09:15<13:45,  1.55it/s]
Training 2/3 epoch (loss 0.6362):  37%|███▋      | 766/2046 [09:15<13:45,  1.55it/s]
Training 2/3 epoch (loss 0.6362):  37%|███▋      | 767/2046 [09:15<14:26,  1.48it/s]
Training 2/3 epoch (loss 0.8587):  37%|███▋      | 767/2046 [09:16<14:26,  1.48it/s]
Training 2/3 epoch (loss 0.8587):  38%|███▊      | 768/2046 [09:16<14:53,  1.43it/s]
Training 2/3 epoch (loss 0.7578):  38%|███▊      | 768/2046 [09:17<14:53,  1.43it/s]
Training 2/3 epoch (loss 0.7578):  38%|███▊      | 769/2046 [09:17<14:31,  1.47it/s]
Training 2/3 epoch (loss 0.8241):  38%|███▊      | 769/2046 [09:17<14:31,  1.47it/s]
Training 2/3 epoch (loss 0.8241):  38%|███▊      | 770/2046 [09:17<14:20,  1.48it/s]
Training 2/3 epoch (loss 0.6806):  38%|███▊      | 770/2046 [09:18<14:20,  1.48it/s]
Training 2/3 epoch (loss 0.6806):  38%|███▊      | 771/2046 [09:18<13:52,  1.53it/s]
Training 2/3 epoch (loss 0.7040):  38%|███▊      | 771/2046 [09:19<13:52,  1.53it/s]
Training 2/3 epoch (loss 0.7040):  38%|███▊      | 772/2046 [09:19<17:06,  1.24it/s]
Training 2/3 epoch (loss 0.6611):  38%|███▊      | 772/2046 [09:20<17:06,  1.24it/s]
Training 2/3 epoch (loss 0.6611):  38%|███▊      | 773/2046 [09:20<18:18,  1.16it/s]
Training 2/3 epoch (loss 0.7502):  38%|███▊      | 773/2046 [09:21<18:18,  1.16it/s]
Training 2/3 epoch (loss 0.7502):  38%|███▊      | 774/2046 [09:21<17:03,  1.24it/s]
Training 2/3 epoch (loss 0.7439):  38%|███▊      | 774/2046 [09:21<17:03,  1.24it/s]
Training 2/3 epoch (loss 0.7439):  38%|███▊      | 775/2046 [09:21<15:48,  1.34it/s]
Training 2/3 epoch (loss 0.7105):  38%|███▊      | 775/2046 [09:22<15:48,  1.34it/s]
Training 2/3 epoch (loss 0.7105):  38%|███▊      | 776/2046 [09:22<15:28,  1.37it/s]
Training 2/3 epoch (loss 0.8089):  38%|███▊      | 776/2046 [09:23<15:28,  1.37it/s]
Training 2/3 epoch (loss 0.8089):  38%|███▊      | 777/2046 [09:23<16:09,  1.31it/s]
Training 2/3 epoch (loss 0.6750):  38%|███▊      | 777/2046 [09:24<16:09,  1.31it/s]
Training 2/3 epoch (loss 0.6750):  38%|███▊      | 778/2046 [09:24<15:43,  1.34it/s]
Training 2/3 epoch (loss 0.6298):  38%|███▊      | 778/2046 [09:24<15:43,  1.34it/s]
Training 2/3 epoch (loss 0.6298):  38%|███▊      | 779/2046 [09:24<15:01,  1.41it/s]
Training 2/3 epoch (loss 0.5204):  38%|███▊      | 779/2046 [09:25<15:01,  1.41it/s]
Training 2/3 epoch (loss 0.5204):  38%|███▊      | 780/2046 [09:25<15:00,  1.41it/s]
Training 2/3 epoch (loss 0.6919):  38%|███▊      | 780/2046 [09:26<15:00,  1.41it/s]
Training 2/3 epoch (loss 0.6919):  38%|███▊      | 781/2046 [09:26<14:39,  1.44it/s]
Training 2/3 epoch (loss 0.7593):  38%|███▊      | 781/2046 [09:26<14:39,  1.44it/s]
Training 2/3 epoch (loss 0.7593):  38%|███▊      | 782/2046 [09:26<15:17,  1.38it/s]
Training 2/3 epoch (loss 0.6895):  38%|███▊      | 782/2046 [09:27<15:17,  1.38it/s]
Training 2/3 epoch (loss 0.6895):  38%|███▊      | 783/2046 [09:27<15:02,  1.40it/s]
Training 2/3 epoch (loss 0.6410):  38%|███▊      | 783/2046 [09:28<15:02,  1.40it/s]
Training 2/3 epoch (loss 0.6410):  38%|███▊      | 784/2046 [09:28<15:20,  1.37it/s]
Training 2/3 epoch (loss 0.6427):  38%|███▊      | 784/2046 [09:29<15:20,  1.37it/s]
Training 2/3 epoch (loss 0.6427):  38%|███▊      | 785/2046 [09:29<15:25,  1.36it/s]
Training 2/3 epoch (loss 0.6932):  38%|███▊      | 785/2046 [09:29<15:25,  1.36it/s]
Training 2/3 epoch (loss 0.6932):  38%|███▊      | 786/2046 [09:29<15:07,  1.39it/s]
Training 2/3 epoch (loss 0.7432):  38%|███▊      | 786/2046 [09:30<15:07,  1.39it/s]
Training 2/3 epoch (loss 0.7432):  38%|███▊      | 787/2046 [09:30<14:55,  1.41it/s]
Training 2/3 epoch (loss 0.5925):  38%|███▊      | 787/2046 [09:31<14:55,  1.41it/s]
Training 2/3 epoch (loss 0.5925):  39%|███▊      | 788/2046 [09:31<14:29,  1.45it/s]
Training 2/3 epoch (loss 0.7192):  39%|███▊      | 788/2046 [09:31<14:29,  1.45it/s]
Training 2/3 epoch (loss 0.7192):  39%|███▊      | 789/2046 [09:31<14:26,  1.45it/s]
Training 2/3 epoch (loss 0.7686):  39%|███▊      | 789/2046 [09:32<14:26,  1.45it/s]
Training 2/3 epoch (loss 0.7686):  39%|███▊      | 790/2046 [09:32<14:12,  1.47it/s]
Training 2/3 epoch (loss 0.6545):  39%|███▊      | 790/2046 [09:33<14:12,  1.47it/s]
Training 2/3 epoch (loss 0.6545):  39%|███▊      | 791/2046 [09:33<13:55,  1.50it/s]
Training 2/3 epoch (loss 0.7563):  39%|███▊      | 791/2046 [09:33<13:55,  1.50it/s]
Training 2/3 epoch (loss 0.7563):  39%|███▊      | 792/2046 [09:33<14:51,  1.41it/s]
Training 2/3 epoch (loss 0.6047):  39%|███▊      | 792/2046 [09:34<14:51,  1.41it/s]
Training 2/3 epoch (loss 0.6047):  39%|███▉      | 793/2046 [09:34<14:53,  1.40it/s]
Training 2/3 epoch (loss 0.5868):  39%|███▉      | 793/2046 [09:35<14:53,  1.40it/s]
Training 2/3 epoch (loss 0.5868):  39%|███▉      | 794/2046 [09:35<15:13,  1.37it/s]
Training 2/3 epoch (loss 0.5705):  39%|███▉      | 794/2046 [09:36<15:13,  1.37it/s]
Training 2/3 epoch (loss 0.5705):  39%|███▉      | 795/2046 [09:36<15:50,  1.32it/s]
Training 2/3 epoch (loss 0.4944):  39%|███▉      | 795/2046 [09:36<15:50,  1.32it/s]
Training 2/3 epoch (loss 0.4944):  39%|███▉      | 796/2046 [09:36<14:59,  1.39it/s]
Training 2/3 epoch (loss 0.6969):  39%|███▉      | 796/2046 [09:37<14:59,  1.39it/s]
Training 2/3 epoch (loss 0.6969):  39%|███▉      | 797/2046 [09:37<14:22,  1.45it/s]
Training 2/3 epoch (loss 0.4449):  39%|███▉      | 797/2046 [09:38<14:22,  1.45it/s]
Training 2/3 epoch (loss 0.4449):  39%|███▉      | 798/2046 [09:38<15:16,  1.36it/s]
Training 2/3 epoch (loss 0.6639):  39%|███▉      | 798/2046 [09:39<15:16,  1.36it/s]
Training 2/3 epoch (loss 0.6639):  39%|███▉      | 799/2046 [09:39<15:48,  1.32it/s]
Training 2/3 epoch (loss 0.6183):  39%|███▉      | 799/2046 [09:39<15:48,  1.32it/s]
Training 2/3 epoch (loss 0.6183):  39%|███▉      | 800/2046 [09:39<16:01,  1.30it/s]
Training 2/3 epoch (loss 0.5858):  39%|███▉      | 800/2046 [09:40<16:01,  1.30it/s]
Training 2/3 epoch (loss 0.5858):  39%|███▉      | 801/2046 [09:40<15:04,  1.38it/s]
Training 2/3 epoch (loss 0.6270):  39%|███▉      | 801/2046 [09:41<15:04,  1.38it/s]
Training 2/3 epoch (loss 0.6270):  39%|███▉      | 802/2046 [09:41<14:56,  1.39it/s]
Training 2/3 epoch (loss 0.6397):  39%|███▉      | 802/2046 [09:41<14:56,  1.39it/s]
Training 2/3 epoch (loss 0.6397):  39%|███▉      | 803/2046 [09:41<14:13,  1.46it/s]
Training 2/3 epoch (loss 0.6055):  39%|███▉      | 803/2046 [09:42<14:13,  1.46it/s]
Training 2/3 epoch (loss 0.6055):  39%|███▉      | 804/2046 [09:42<14:06,  1.47it/s]
Training 2/3 epoch (loss 0.4772):  39%|███▉      | 804/2046 [09:43<14:06,  1.47it/s]
Training 2/3 epoch (loss 0.4772):  39%|███▉      | 805/2046 [09:43<13:38,  1.52it/s]
Training 2/3 epoch (loss 0.6412):  39%|███▉      | 805/2046 [09:44<13:38,  1.52it/s]
Training 2/3 epoch (loss 0.6412):  39%|███▉      | 806/2046 [09:44<14:55,  1.39it/s]
Training 2/3 epoch (loss 0.6051):  39%|███▉      | 806/2046 [09:44<14:55,  1.39it/s]
Training 2/3 epoch (loss 0.6051):  39%|███▉      | 807/2046 [09:44<14:54,  1.39it/s]
Training 2/3 epoch (loss 0.5731):  39%|███▉      | 807/2046 [09:45<14:54,  1.39it/s]
Training 2/3 epoch (loss 0.5731):  39%|███▉      | 808/2046 [09:45<16:19,  1.26it/s]
Training 2/3 epoch (loss 0.5330):  39%|███▉      | 808/2046 [09:46<16:19,  1.26it/s]
Training 2/3 epoch (loss 0.5330):  40%|███▉      | 809/2046 [09:46<15:21,  1.34it/s]
Training 2/3 epoch (loss 0.4735):  40%|███▉      | 809/2046 [09:46<15:21,  1.34it/s]
Training 2/3 epoch (loss 0.4735):  40%|███▉      | 810/2046 [09:46<14:31,  1.42it/s]
Training 2/3 epoch (loss 0.5818):  40%|███▉      | 810/2046 [09:47<14:31,  1.42it/s]
Training 2/3 epoch (loss 0.5818):  40%|███▉      | 811/2046 [09:47<13:58,  1.47it/s]
Training 2/3 epoch (loss 0.5148):  40%|███▉      | 811/2046 [09:48<13:58,  1.47it/s]
Training 2/3 epoch (loss 0.5148):  40%|███▉      | 812/2046 [09:48<15:32,  1.32it/s]
Training 2/3 epoch (loss 0.5140):  40%|███▉      | 812/2046 [09:49<15:32,  1.32it/s]
Training 2/3 epoch (loss 0.5140):  40%|███▉      | 813/2046 [09:49<16:32,  1.24it/s]
Training 2/3 epoch (loss 0.4774):  40%|███▉      | 813/2046 [09:50<16:32,  1.24it/s]
Training 2/3 epoch (loss 0.4774):  40%|███▉      | 814/2046 [09:50<16:56,  1.21it/s]
Training 2/3 epoch (loss 0.5082):  40%|███▉      | 814/2046 [09:50<16:56,  1.21it/s]
Training 2/3 epoch (loss 0.5082):  40%|███▉      | 815/2046 [09:50<15:53,  1.29it/s]
Training 2/3 epoch (loss 0.5656):  40%|███▉      | 815/2046 [09:51<15:53,  1.29it/s]
Training 2/3 epoch (loss 0.5656):  40%|███▉      | 816/2046 [09:51<15:52,  1.29it/s]
Training 2/3 epoch (loss 0.6495):  40%|███▉      | 816/2046 [09:52<15:52,  1.29it/s]
Training 2/3 epoch (loss 0.6495):  40%|███▉      | 817/2046 [09:52<15:24,  1.33it/s]
Training 2/3 epoch (loss 0.7169):  40%|███▉      | 817/2046 [09:53<15:24,  1.33it/s]
Training 2/3 epoch (loss 0.7169):  40%|███▉      | 818/2046 [09:53<15:19,  1.34it/s]
Training 2/3 epoch (loss 0.6426):  40%|███▉      | 818/2046 [09:53<15:19,  1.34it/s]
Training 2/3 epoch (loss 0.6426):  40%|████      | 819/2046 [09:53<14:44,  1.39it/s]
Training 2/3 epoch (loss 0.5811):  40%|████      | 819/2046 [09:54<14:44,  1.39it/s]
Training 2/3 epoch (loss 0.5811):  40%|████      | 820/2046 [09:54<15:51,  1.29it/s]
Training 2/3 epoch (loss 0.5417):  40%|████      | 820/2046 [09:55<15:51,  1.29it/s]
Training 2/3 epoch (loss 0.5417):  40%|████      | 821/2046 [09:55<15:55,  1.28it/s]
Training 2/3 epoch (loss 0.6009):  40%|████      | 821/2046 [09:56<15:55,  1.28it/s]
Training 2/3 epoch (loss 0.6009):  40%|████      | 822/2046 [09:56<15:25,  1.32it/s]
Training 2/3 epoch (loss 0.6101):  40%|████      | 822/2046 [09:57<15:25,  1.32it/s]
Training 2/3 epoch (loss 0.6101):  40%|████      | 823/2046 [09:57<15:43,  1.30it/s]
Training 2/3 epoch (loss 0.6941):  40%|████      | 823/2046 [09:57<15:43,  1.30it/s]
Training 2/3 epoch (loss 0.6941):  40%|████      | 824/2046 [09:57<15:54,  1.28it/s]
Training 2/3 epoch (loss 0.5917):  40%|████      | 824/2046 [09:58<15:54,  1.28it/s]
Training 2/3 epoch (loss 0.5917):  40%|████      | 825/2046 [09:58<15:49,  1.29it/s]
Training 2/3 epoch (loss 0.6076):  40%|████      | 825/2046 [09:59<15:49,  1.29it/s]
Training 2/3 epoch (loss 0.6076):  40%|████      | 826/2046 [09:59<16:33,  1.23it/s]
Training 2/3 epoch (loss 0.5516):  40%|████      | 826/2046 [10:00<16:33,  1.23it/s]
Training 2/3 epoch (loss 0.5516):  40%|████      | 827/2046 [10:00<16:07,  1.26it/s]
Training 2/3 epoch (loss 0.5318):  40%|████      | 827/2046 [10:01<16:07,  1.26it/s]
Training 2/3 epoch (loss 0.5318):  40%|████      | 828/2046 [10:01<16:21,  1.24it/s]
Training 2/3 epoch (loss 0.4156):  40%|████      | 828/2046 [10:01<16:21,  1.24it/s]
Training 2/3 epoch (loss 0.4156):  41%|████      | 829/2046 [10:01<15:39,  1.30it/s]
Training 2/3 epoch (loss 0.5436):  41%|████      | 829/2046 [10:02<15:39,  1.30it/s]
Training 2/3 epoch (loss 0.5436):  41%|████      | 830/2046 [10:02<15:03,  1.35it/s]
Training 2/3 epoch (loss 0.7000):  41%|████      | 830/2046 [10:03<15:03,  1.35it/s]
Training 2/3 epoch (loss 0.7000):  41%|████      | 831/2046 [10:03<14:17,  1.42it/s]
Training 2/3 epoch (loss 0.4730):  41%|████      | 831/2046 [10:04<14:17,  1.42it/s]
Training 2/3 epoch (loss 0.4730):  41%|████      | 832/2046 [10:04<16:52,  1.20it/s]
Training 2/3 epoch (loss 0.5172):  41%|████      | 832/2046 [10:04<16:52,  1.20it/s]
Training 2/3 epoch (loss 0.5172):  41%|████      | 833/2046 [10:04<15:54,  1.27it/s]
Training 2/3 epoch (loss 0.5310):  41%|████      | 833/2046 [10:05<15:54,  1.27it/s]
Training 2/3 epoch (loss 0.5310):  41%|████      | 834/2046 [10:05<15:17,  1.32it/s]
Training 2/3 epoch (loss 0.5024):  41%|████      | 834/2046 [10:06<15:17,  1.32it/s]
Training 2/3 epoch (loss 0.5024):  41%|████      | 835/2046 [10:06<15:01,  1.34it/s]
Training 2/3 epoch (loss 0.5635):  41%|████      | 835/2046 [10:06<15:01,  1.34it/s]
Training 2/3 epoch (loss 0.5635):  41%|████      | 836/2046 [10:06<14:16,  1.41it/s]
Training 2/3 epoch (loss 0.4834):  41%|████      | 836/2046 [10:07<14:16,  1.41it/s]
Training 2/3 epoch (loss 0.4834):  41%|████      | 837/2046 [10:07<13:50,  1.46it/s]
Training 2/3 epoch (loss 0.4798):  41%|████      | 837/2046 [10:08<13:50,  1.46it/s]
Training 2/3 epoch (loss 0.4798):  41%|████      | 838/2046 [10:08<14:42,  1.37it/s]
Training 2/3 epoch (loss 0.5194):  41%|████      | 838/2046 [10:08<14:42,  1.37it/s]
Training 2/3 epoch (loss 0.5194):  41%|████      | 839/2046 [10:08<14:01,  1.43it/s]
Training 2/3 epoch (loss 0.4120):  41%|████      | 839/2046 [10:09<14:01,  1.43it/s]
Training 2/3 epoch (loss 0.4120):  41%|████      | 840/2046 [10:09<14:26,  1.39it/s]
Training 2/3 epoch (loss 0.6237):  41%|████      | 840/2046 [10:10<14:26,  1.39it/s]
Training 2/3 epoch (loss 0.6237):  41%|████      | 841/2046 [10:10<13:46,  1.46it/s]
Training 2/3 epoch (loss 0.4434):  41%|████      | 841/2046 [10:10<13:46,  1.46it/s]
Training 2/3 epoch (loss 0.4434):  41%|████      | 842/2046 [10:10<13:17,  1.51it/s]
Training 2/3 epoch (loss 0.6859):  41%|████      | 842/2046 [10:11<13:17,  1.51it/s]
Training 2/3 epoch (loss 0.6859):  41%|████      | 843/2046 [10:11<13:06,  1.53it/s]
Training 2/3 epoch (loss 0.5354):  41%|████      | 843/2046 [10:12<13:06,  1.53it/s]
Training 2/3 epoch (loss 0.5354):  41%|████▏     | 844/2046 [10:12<12:50,  1.56it/s]
Training 2/3 epoch (loss 0.6126):  41%|████▏     | 844/2046 [10:12<12:50,  1.56it/s]
Training 2/3 epoch (loss 0.6126):  41%|████▏     | 845/2046 [10:12<13:07,  1.53it/s]
Training 2/3 epoch (loss 0.6467):  41%|████▏     | 845/2046 [10:13<13:07,  1.53it/s]
Training 2/3 epoch (loss 0.6467):  41%|████▏     | 846/2046 [10:13<12:53,  1.55it/s]
Training 2/3 epoch (loss 0.5101):  41%|████▏     | 846/2046 [10:14<12:53,  1.55it/s]
Training 2/3 epoch (loss 0.5101):  41%|████▏     | 847/2046 [10:14<14:08,  1.41it/s]
Training 2/3 epoch (loss 0.4469):  41%|████▏     | 847/2046 [10:15<14:08,  1.41it/s]
Training 2/3 epoch (loss 0.4469):  41%|████▏     | 848/2046 [10:15<14:43,  1.36it/s]
Training 2/3 epoch (loss 0.6728):  41%|████▏     | 848/2046 [10:15<14:43,  1.36it/s]
Training 2/3 epoch (loss 0.6728):  41%|████▏     | 849/2046 [10:15<14:42,  1.36it/s]
Training 2/3 epoch (loss 0.5615):  41%|████▏     | 849/2046 [10:16<14:42,  1.36it/s]
Training 2/3 epoch (loss 0.5615):  42%|████▏     | 850/2046 [10:16<13:51,  1.44it/s]
Training 2/3 epoch (loss 0.4745):  42%|████▏     | 850/2046 [10:17<13:51,  1.44it/s]
Training 2/3 epoch (loss 0.4745):  42%|████▏     | 851/2046 [10:17<14:18,  1.39it/s]
Training 2/3 epoch (loss 0.3883):  42%|████▏     | 851/2046 [10:17<14:18,  1.39it/s]
Training 2/3 epoch (loss 0.3883):  42%|████▏     | 852/2046 [10:17<13:45,  1.45it/s]
Training 2/3 epoch (loss 0.5126):  42%|████▏     | 852/2046 [10:18<13:45,  1.45it/s]
Training 2/3 epoch (loss 0.5126):  42%|████▏     | 853/2046 [10:18<14:23,  1.38it/s]
Training 2/3 epoch (loss 0.4640):  42%|████▏     | 853/2046 [10:19<14:23,  1.38it/s]
Training 2/3 epoch (loss 0.4640):  42%|████▏     | 854/2046 [10:19<14:49,  1.34it/s]
Training 2/3 epoch (loss 0.5362):  42%|████▏     | 854/2046 [10:20<14:49,  1.34it/s]
Training 2/3 epoch (loss 0.5362):  42%|████▏     | 855/2046 [10:20<15:43,  1.26it/s]
Training 2/3 epoch (loss 0.5566):  42%|████▏     | 855/2046 [10:21<15:43,  1.26it/s]
Training 2/3 epoch (loss 0.5566):  42%|████▏     | 856/2046 [10:21<17:29,  1.13it/s]
Training 2/3 epoch (loss 0.5006):  42%|████▏     | 856/2046 [10:22<17:29,  1.13it/s]
Training 2/3 epoch (loss 0.5006):  42%|████▏     | 857/2046 [10:22<15:54,  1.25it/s]
Training 2/3 epoch (loss 0.6069):  42%|████▏     | 857/2046 [10:22<15:54,  1.25it/s]
Training 2/3 epoch (loss 0.6069):  42%|████▏     | 858/2046 [10:22<15:11,  1.30it/s]
Training 2/3 epoch (loss 0.5971):  42%|████▏     | 858/2046 [10:23<15:11,  1.30it/s]
Training 2/3 epoch (loss 0.5971):  42%|████▏     | 859/2046 [10:23<14:46,  1.34it/s]
Training 2/3 epoch (loss 0.4796):  42%|████▏     | 859/2046 [10:24<14:46,  1.34it/s]
Training 2/3 epoch (loss 0.4796):  42%|████▏     | 860/2046 [10:24<14:29,  1.36it/s]
Training 2/3 epoch (loss 0.4900):  42%|████▏     | 860/2046 [10:25<14:29,  1.36it/s]
Training 2/3 epoch (loss 0.4900):  42%|████▏     | 861/2046 [10:25<15:10,  1.30it/s]
Training 2/3 epoch (loss 0.4800):  42%|████▏     | 861/2046 [10:25<15:10,  1.30it/s]
Training 2/3 epoch (loss 0.4800):  42%|████▏     | 862/2046 [10:25<15:25,  1.28it/s]
Training 2/3 epoch (loss 0.4743):  42%|████▏     | 862/2046 [10:26<15:25,  1.28it/s]
Training 2/3 epoch (loss 0.4743):  42%|████▏     | 863/2046 [10:26<14:31,  1.36it/s]
Training 2/3 epoch (loss 0.6501):  42%|████▏     | 863/2046 [10:27<14:31,  1.36it/s]
Training 2/3 epoch (loss 0.6501):  42%|████▏     | 864/2046 [10:27<15:16,  1.29it/s]
Training 2/3 epoch (loss 0.5074):  42%|████▏     | 864/2046 [10:28<15:16,  1.29it/s]
Training 2/3 epoch (loss 0.5074):  42%|████▏     | 865/2046 [10:28<15:16,  1.29it/s]
Training 2/3 epoch (loss 0.5120):  42%|████▏     | 865/2046 [10:28<15:16,  1.29it/s]
Training 2/3 epoch (loss 0.5120):  42%|████▏     | 866/2046 [10:28<14:29,  1.36it/s]
Training 2/3 epoch (loss 0.6041):  42%|████▏     | 866/2046 [10:29<14:29,  1.36it/s]
Training 2/3 epoch (loss 0.6041):  42%|████▏     | 867/2046 [10:29<14:26,  1.36it/s]
Training 2/3 epoch (loss 0.5540):  42%|████▏     | 867/2046 [10:30<14:26,  1.36it/s]
Training 2/3 epoch (loss 0.5540):  42%|████▏     | 868/2046 [10:30<14:07,  1.39it/s]
Training 2/3 epoch (loss 0.5013):  42%|████▏     | 868/2046 [10:31<14:07,  1.39it/s]
Training 2/3 epoch (loss 0.5013):  42%|████▏     | 869/2046 [10:31<14:36,  1.34it/s]
Training 2/3 epoch (loss 0.5583):  42%|████▏     | 869/2046 [10:31<14:36,  1.34it/s]
Training 2/3 epoch (loss 0.5583):  43%|████▎     | 870/2046 [10:31<14:51,  1.32it/s]
Training 2/3 epoch (loss 0.5923):  43%|████▎     | 870/2046 [10:32<14:51,  1.32it/s]
Training 2/3 epoch (loss 0.5923):  43%|████▎     | 871/2046 [10:32<15:26,  1.27it/s]
Training 2/3 epoch (loss 0.6046):  43%|████▎     | 871/2046 [10:33<15:26,  1.27it/s]
Training 2/3 epoch (loss 0.6046):  43%|████▎     | 872/2046 [10:33<15:31,  1.26it/s]
Training 2/3 epoch (loss 0.5470):  43%|████▎     | 872/2046 [10:34<15:31,  1.26it/s]
Training 2/3 epoch (loss 0.5470):  43%|████▎     | 873/2046 [10:34<14:38,  1.34it/s]
Training 2/3 epoch (loss 0.4941):  43%|████▎     | 873/2046 [10:34<14:38,  1.34it/s]
Training 2/3 epoch (loss 0.4941):  43%|████▎     | 874/2046 [10:34<14:19,  1.36it/s]
Training 2/3 epoch (loss 0.6465):  43%|████▎     | 874/2046 [10:35<14:19,  1.36it/s]
Training 2/3 epoch (loss 0.6465):  43%|████▎     | 875/2046 [10:35<13:36,  1.43it/s]
Training 2/3 epoch (loss 0.5502):  43%|████▎     | 875/2046 [10:36<13:36,  1.43it/s]
Training 2/3 epoch (loss 0.5502):  43%|████▎     | 876/2046 [10:36<13:28,  1.45it/s]
Training 2/3 epoch (loss 0.6603):  43%|████▎     | 876/2046 [10:36<13:28,  1.45it/s]
Training 2/3 epoch (loss 0.6603):  43%|████▎     | 877/2046 [10:36<14:40,  1.33it/s]
Training 2/3 epoch (loss 0.4759):  43%|████▎     | 877/2046 [10:37<14:40,  1.33it/s]
Training 2/3 epoch (loss 0.4759):  43%|████▎     | 878/2046 [10:37<14:20,  1.36it/s]
Training 2/3 epoch (loss 0.5295):  43%|████▎     | 878/2046 [10:38<14:20,  1.36it/s]
Training 2/3 epoch (loss 0.5295):  43%|████▎     | 879/2046 [10:38<14:10,  1.37it/s]
Training 2/3 epoch (loss 0.5740):  43%|████▎     | 879/2046 [10:39<14:10,  1.37it/s]
Training 2/3 epoch (loss 0.5740):  43%|████▎     | 880/2046 [10:39<15:52,  1.22it/s]
Training 2/3 epoch (loss 0.4899):  43%|████▎     | 880/2046 [10:40<15:52,  1.22it/s]
Training 2/3 epoch (loss 0.4899):  43%|████▎     | 881/2046 [10:40<14:48,  1.31it/s]
Training 2/3 epoch (loss 0.5389):  43%|████▎     | 881/2046 [10:40<14:48,  1.31it/s]
Training 2/3 epoch (loss 0.5389):  43%|████▎     | 882/2046 [10:40<14:03,  1.38it/s]
Training 2/3 epoch (loss 0.5885):  43%|████▎     | 882/2046 [10:41<14:03,  1.38it/s]
Training 2/3 epoch (loss 0.5885):  43%|████▎     | 883/2046 [10:41<13:22,  1.45it/s]
Training 2/3 epoch (loss 0.6473):  43%|████▎     | 883/2046 [10:42<13:22,  1.45it/s]
Training 2/3 epoch (loss 0.6473):  43%|████▎     | 884/2046 [10:42<13:28,  1.44it/s]
Training 2/3 epoch (loss 0.5706):  43%|████▎     | 884/2046 [10:42<13:28,  1.44it/s]
Training 2/3 epoch (loss 0.5706):  43%|████▎     | 885/2046 [10:42<13:08,  1.47it/s]
Training 2/3 epoch (loss 0.6910):  43%|████▎     | 885/2046 [10:43<13:08,  1.47it/s]
Training 2/3 epoch (loss 0.6910):  43%|████▎     | 886/2046 [10:43<12:46,  1.51it/s]
Training 2/3 epoch (loss 0.5677):  43%|████▎     | 886/2046 [10:43<12:46,  1.51it/s]
Training 2/3 epoch (loss 0.5677):  43%|████▎     | 887/2046 [10:43<12:56,  1.49it/s]
Training 2/3 epoch (loss 0.5880):  43%|████▎     | 887/2046 [10:44<12:56,  1.49it/s]
Training 2/3 epoch (loss 0.5880):  43%|████▎     | 888/2046 [10:44<13:17,  1.45it/s]
Training 2/3 epoch (loss 0.5377):  43%|████▎     | 888/2046 [10:45<13:17,  1.45it/s]
Training 2/3 epoch (loss 0.5377):  43%|████▎     | 889/2046 [10:45<13:04,  1.47it/s]
Training 2/3 epoch (loss 0.5274):  43%|████▎     | 889/2046 [10:46<13:04,  1.47it/s]
Training 2/3 epoch (loss 0.5274):  43%|████▎     | 890/2046 [10:46<13:09,  1.46it/s]
Training 2/3 epoch (loss 0.5507):  43%|████▎     | 890/2046 [10:46<13:09,  1.46it/s]
Training 2/3 epoch (loss 0.5507):  44%|████▎     | 891/2046 [10:46<13:22,  1.44it/s]
Training 2/3 epoch (loss 0.4280):  44%|████▎     | 891/2046 [10:47<13:22,  1.44it/s]
Training 2/3 epoch (loss 0.4280):  44%|████▎     | 892/2046 [10:47<12:54,  1.49it/s]
Training 2/3 epoch (loss 0.5713):  44%|████▎     | 892/2046 [10:48<12:54,  1.49it/s]
Training 2/3 epoch (loss 0.5713):  44%|████▎     | 893/2046 [10:48<13:09,  1.46it/s]
Training 2/3 epoch (loss 0.4942):  44%|████▎     | 893/2046 [10:48<13:09,  1.46it/s]
Training 2/3 epoch (loss 0.4942):  44%|████▎     | 894/2046 [10:48<13:49,  1.39it/s]
Training 2/3 epoch (loss 0.4972):  44%|████▎     | 894/2046 [10:49<13:49,  1.39it/s]
Training 2/3 epoch (loss 0.4972):  44%|████▎     | 895/2046 [10:49<13:59,  1.37it/s]
Training 2/3 epoch (loss 0.4387):  44%|████▎     | 895/2046 [10:50<13:59,  1.37it/s]
Training 2/3 epoch (loss 0.4387):  44%|████▍     | 896/2046 [10:50<14:31,  1.32it/s]
Training 2/3 epoch (loss 0.5131):  44%|████▍     | 896/2046 [10:51<14:31,  1.32it/s]
Training 2/3 epoch (loss 0.5131):  44%|████▍     | 897/2046 [10:51<14:39,  1.31it/s]
Training 2/3 epoch (loss 0.5659):  44%|████▍     | 897/2046 [10:51<14:39,  1.31it/s]
Training 2/3 epoch (loss 0.5659):  44%|████▍     | 898/2046 [10:51<13:47,  1.39it/s]
Training 2/3 epoch (loss 0.4891):  44%|████▍     | 898/2046 [10:52<13:47,  1.39it/s]
Training 2/3 epoch (loss 0.4891):  44%|████▍     | 899/2046 [10:52<13:11,  1.45it/s]
Training 2/3 epoch (loss 0.4762):  44%|████▍     | 899/2046 [10:53<13:11,  1.45it/s]
Training 2/3 epoch (loss 0.4762):  44%|████▍     | 900/2046 [10:53<13:20,  1.43it/s]
Training 2/3 epoch (loss 0.5275):  44%|████▍     | 900/2046 [10:53<13:20,  1.43it/s]
Training 2/3 epoch (loss 0.5275):  44%|████▍     | 901/2046 [10:53<13:22,  1.43it/s]
Training 2/3 epoch (loss 0.3991):  44%|████▍     | 901/2046 [10:54<13:22,  1.43it/s]
Training 2/3 epoch (loss 0.3991):  44%|████▍     | 902/2046 [10:54<14:18,  1.33it/s]
Training 2/3 epoch (loss 0.4730):  44%|████▍     | 902/2046 [10:55<14:18,  1.33it/s]
Training 2/3 epoch (loss 0.4730):  44%|████▍     | 903/2046 [10:55<15:06,  1.26it/s]
Training 2/3 epoch (loss 0.5616):  44%|████▍     | 903/2046 [10:56<15:06,  1.26it/s]
Training 2/3 epoch (loss 0.5616):  44%|████▍     | 904/2046 [10:56<14:43,  1.29it/s]
Training 2/3 epoch (loss 0.5785):  44%|████▍     | 904/2046 [10:57<14:43,  1.29it/s]
Training 2/3 epoch (loss 0.5785):  44%|████▍     | 905/2046 [10:57<14:25,  1.32it/s]
Training 2/3 epoch (loss 0.5134):  44%|████▍     | 905/2046 [10:57<14:25,  1.32it/s]
Training 2/3 epoch (loss 0.5134):  44%|████▍     | 906/2046 [10:57<13:40,  1.39it/s]
Training 2/3 epoch (loss 0.5085):  44%|████▍     | 906/2046 [10:58<13:40,  1.39it/s]
Training 2/3 epoch (loss 0.5085):  44%|████▍     | 907/2046 [10:58<13:33,  1.40it/s]
Training 2/3 epoch (loss 0.6347):  44%|████▍     | 907/2046 [10:59<13:33,  1.40it/s]
Training 2/3 epoch (loss 0.6347):  44%|████▍     | 908/2046 [10:59<13:46,  1.38it/s]
Training 2/3 epoch (loss 0.5331):  44%|████▍     | 908/2046 [11:00<13:46,  1.38it/s]
Training 2/3 epoch (loss 0.5331):  44%|████▍     | 909/2046 [11:00<14:50,  1.28it/s]
Training 2/3 epoch (loss 0.5679):  44%|████▍     | 909/2046 [11:00<14:50,  1.28it/s]
Training 2/3 epoch (loss 0.5679):  44%|████▍     | 910/2046 [11:00<14:14,  1.33it/s]
Training 2/3 epoch (loss 0.5344):  44%|████▍     | 910/2046 [11:01<14:14,  1.33it/s]
Training 2/3 epoch (loss 0.5344):  45%|████▍     | 911/2046 [11:01<14:22,  1.32it/s]
Training 2/3 epoch (loss 0.5341):  45%|████▍     | 911/2046 [11:02<14:22,  1.32it/s]
Training 2/3 epoch (loss 0.5341):  45%|████▍     | 912/2046 [11:02<14:41,  1.29it/s]
Training 2/3 epoch (loss 0.4403):  45%|████▍     | 912/2046 [11:03<14:41,  1.29it/s]
Training 2/3 epoch (loss 0.4403):  45%|████▍     | 913/2046 [11:03<13:56,  1.36it/s]
Training 2/3 epoch (loss 0.5378):  45%|████▍     | 913/2046 [11:03<13:56,  1.36it/s]
Training 2/3 epoch (loss 0.5378):  45%|████▍     | 914/2046 [11:03<13:17,  1.42it/s]
Training 2/3 epoch (loss 0.5838):  45%|████▍     | 914/2046 [11:04<13:17,  1.42it/s]
Training 2/3 epoch (loss 0.5838):  45%|████▍     | 915/2046 [11:04<13:23,  1.41it/s]
Training 2/3 epoch (loss 0.5732):  45%|████▍     | 915/2046 [11:05<13:23,  1.41it/s]
Training 2/3 epoch (loss 0.5732):  45%|████▍     | 916/2046 [11:05<13:03,  1.44it/s]
Training 2/3 epoch (loss 0.5791):  45%|████▍     | 916/2046 [11:05<13:03,  1.44it/s]
Training 2/3 epoch (loss 0.5791):  45%|████▍     | 917/2046 [11:05<12:56,  1.45it/s]
Training 2/3 epoch (loss 0.5604):  45%|████▍     | 917/2046 [11:06<12:56,  1.45it/s]
Training 2/3 epoch (loss 0.5604):  45%|████▍     | 918/2046 [11:06<12:53,  1.46it/s]
Training 2/3 epoch (loss 0.5252):  45%|████▍     | 918/2046 [11:07<12:53,  1.46it/s]
Training 2/3 epoch (loss 0.5252):  45%|████▍     | 919/2046 [11:07<12:38,  1.49it/s]
Training 2/3 epoch (loss 0.4161):  45%|████▍     | 919/2046 [11:07<12:38,  1.49it/s]
Training 2/3 epoch (loss 0.4161):  45%|████▍     | 920/2046 [11:07<13:18,  1.41it/s]
Training 2/3 epoch (loss 0.5261):  45%|████▍     | 920/2046 [11:08<13:18,  1.41it/s]
Training 2/3 epoch (loss 0.5261):  45%|████▌     | 921/2046 [11:08<12:59,  1.44it/s]
Training 2/3 epoch (loss 0.4925):  45%|████▌     | 921/2046 [11:09<12:59,  1.44it/s]
Training 2/3 epoch (loss 0.4925):  45%|████▌     | 922/2046 [11:09<12:51,  1.46it/s]
Training 2/3 epoch (loss 0.7374):  45%|████▌     | 922/2046 [11:09<12:51,  1.46it/s]
Training 2/3 epoch (loss 0.7374):  45%|████▌     | 923/2046 [11:09<12:36,  1.48it/s]
Training 2/3 epoch (loss 0.6047):  45%|████▌     | 923/2046 [11:10<12:36,  1.48it/s]
Training 2/3 epoch (loss 0.6047):  45%|████▌     | 924/2046 [11:10<12:18,  1.52it/s]
Training 2/3 epoch (loss 0.5559):  45%|████▌     | 924/2046 [11:11<12:18,  1.52it/s]
Training 2/3 epoch (loss 0.5559):  45%|████▌     | 925/2046 [11:11<12:06,  1.54it/s]
Training 2/3 epoch (loss 0.6001):  45%|████▌     | 925/2046 [11:11<12:06,  1.54it/s]
Training 2/3 epoch (loss 0.6001):  45%|████▌     | 926/2046 [11:11<12:22,  1.51it/s]
Training 2/3 epoch (loss 0.6242):  45%|████▌     | 926/2046 [11:12<12:22,  1.51it/s]
Training 2/3 epoch (loss 0.6242):  45%|████▌     | 927/2046 [11:12<12:02,  1.55it/s]
Training 2/3 epoch (loss 0.4694):  45%|████▌     | 927/2046 [11:13<12:02,  1.55it/s]
Training 2/3 epoch (loss 0.4694):  45%|████▌     | 928/2046 [11:13<13:38,  1.37it/s]
Training 2/3 epoch (loss 0.5582):  45%|████▌     | 928/2046 [11:14<13:38,  1.37it/s]
Training 2/3 epoch (loss 0.5582):  45%|████▌     | 929/2046 [11:14<13:58,  1.33it/s]
Training 2/3 epoch (loss 0.6340):  45%|████▌     | 929/2046 [11:14<13:58,  1.33it/s]
Training 2/3 epoch (loss 0.6340):  45%|████▌     | 930/2046 [11:14<13:14,  1.40it/s]
Training 2/3 epoch (loss 0.6142):  45%|████▌     | 930/2046 [11:15<13:14,  1.40it/s]
Training 2/3 epoch (loss 0.6142):  46%|████▌     | 931/2046 [11:15<13:07,  1.42it/s]
Training 2/3 epoch (loss 0.5710):  46%|████▌     | 931/2046 [11:16<13:07,  1.42it/s]
Training 2/3 epoch (loss 0.5710):  46%|████▌     | 932/2046 [11:16<12:46,  1.45it/s]
Training 2/3 epoch (loss 0.6037):  46%|████▌     | 932/2046 [11:16<12:46,  1.45it/s]
Training 2/3 epoch (loss 0.6037):  46%|████▌     | 933/2046 [11:16<12:51,  1.44it/s]
Training 2/3 epoch (loss 0.5491):  46%|████▌     | 933/2046 [11:17<12:51,  1.44it/s]
Training 2/3 epoch (loss 0.5491):  46%|████▌     | 934/2046 [11:17<12:23,  1.49it/s]
Training 2/3 epoch (loss 0.4793):  46%|████▌     | 934/2046 [11:18<12:23,  1.49it/s]
Training 2/3 epoch (loss 0.4793):  46%|████▌     | 935/2046 [11:18<12:44,  1.45it/s]
Training 2/3 epoch (loss 0.5791):  46%|████▌     | 935/2046 [11:19<12:44,  1.45it/s]
Training 2/3 epoch (loss 0.5791):  46%|████▌     | 936/2046 [11:19<14:54,  1.24it/s]
Training 2/3 epoch (loss 0.5629):  46%|████▌     | 936/2046 [11:19<14:54,  1.24it/s]
Training 2/3 epoch (loss 0.5629):  46%|████▌     | 937/2046 [11:19<14:52,  1.24it/s]
Training 2/3 epoch (loss 0.5389):  46%|████▌     | 937/2046 [11:20<14:52,  1.24it/s]
Training 2/3 epoch (loss 0.5389):  46%|████▌     | 938/2046 [11:20<15:18,  1.21it/s]
Training 2/3 epoch (loss 0.6214):  46%|████▌     | 938/2046 [11:21<15:18,  1.21it/s]
Training 2/3 epoch (loss 0.6214):  46%|████▌     | 939/2046 [11:21<14:03,  1.31it/s]
Training 2/3 epoch (loss 0.5158):  46%|████▌     | 939/2046 [11:22<14:03,  1.31it/s]
Training 2/3 epoch (loss 0.5158):  46%|████▌     | 940/2046 [11:22<13:17,  1.39it/s]
Training 2/3 epoch (loss 0.5926):  46%|████▌     | 940/2046 [11:22<13:17,  1.39it/s]
Training 2/3 epoch (loss 0.5926):  46%|████▌     | 941/2046 [11:22<13:08,  1.40it/s]
Training 2/3 epoch (loss 0.5428):  46%|████▌     | 941/2046 [11:23<13:08,  1.40it/s]
Training 2/3 epoch (loss 0.5428):  46%|████▌     | 942/2046 [11:23<12:52,  1.43it/s]
Training 2/3 epoch (loss 0.4696):  46%|████▌     | 942/2046 [11:24<12:52,  1.43it/s]
Training 2/3 epoch (loss 0.4696):  46%|████▌     | 943/2046 [11:24<13:04,  1.41it/s]
Training 2/3 epoch (loss 0.6471):  46%|████▌     | 943/2046 [11:25<13:04,  1.41it/s]
Training 2/3 epoch (loss 0.6471):  46%|████▌     | 944/2046 [11:25<13:33,  1.35it/s]
Training 2/3 epoch (loss 0.4696):  46%|████▌     | 944/2046 [11:25<13:33,  1.35it/s]
Training 2/3 epoch (loss 0.4696):  46%|████▌     | 945/2046 [11:25<13:15,  1.38it/s]
Training 2/3 epoch (loss 0.5134):  46%|████▌     | 945/2046 [11:26<13:15,  1.38it/s]
Training 2/3 epoch (loss 0.5134):  46%|████▌     | 946/2046 [11:26<13:38,  1.34it/s]
Training 2/3 epoch (loss 0.5745):  46%|████▌     | 946/2046 [11:27<13:38,  1.34it/s]
Training 2/3 epoch (loss 0.5745):  46%|████▋     | 947/2046 [11:27<13:46,  1.33it/s]
Training 2/3 epoch (loss 0.5409):  46%|████▋     | 947/2046 [11:27<13:46,  1.33it/s]
Training 2/3 epoch (loss 0.5409):  46%|████▋     | 948/2046 [11:27<13:03,  1.40it/s]
Training 2/3 epoch (loss 0.4958):  46%|████▋     | 948/2046 [11:28<13:03,  1.40it/s]
Training 2/3 epoch (loss 0.4958):  46%|████▋     | 949/2046 [11:28<12:37,  1.45it/s]
Training 2/3 epoch (loss 0.5587):  46%|████▋     | 949/2046 [11:29<12:37,  1.45it/s]
Training 2/3 epoch (loss 0.5587):  46%|████▋     | 950/2046 [11:29<12:33,  1.46it/s]
Training 2/3 epoch (loss 0.7566):  46%|████▋     | 950/2046 [11:29<12:33,  1.46it/s]
Training 2/3 epoch (loss 0.7566):  46%|████▋     | 951/2046 [11:29<12:25,  1.47it/s]
Training 2/3 epoch (loss 0.5114):  46%|████▋     | 951/2046 [11:30<12:25,  1.47it/s]
Training 2/3 epoch (loss 0.5114):  47%|████▋     | 952/2046 [11:30<12:34,  1.45it/s]
Training 2/3 epoch (loss 0.6094):  47%|████▋     | 952/2046 [11:31<12:34,  1.45it/s]
Training 2/3 epoch (loss 0.6094):  47%|████▋     | 953/2046 [11:31<13:10,  1.38it/s]
Training 2/3 epoch (loss 0.6252):  47%|████▋     | 953/2046 [11:32<13:10,  1.38it/s]
Training 2/3 epoch (loss 0.6252):  47%|████▋     | 954/2046 [11:32<12:54,  1.41it/s]
Training 2/3 epoch (loss 0.8028):  47%|████▋     | 954/2046 [11:32<12:54,  1.41it/s]
Training 2/3 epoch (loss 0.8028):  47%|████▋     | 955/2046 [11:32<12:24,  1.47it/s]
Training 2/3 epoch (loss 0.6777):  47%|████▋     | 955/2046 [11:33<12:24,  1.47it/s]
Training 2/3 epoch (loss 0.6777):  47%|████▋     | 956/2046 [11:33<12:07,  1.50it/s]
Training 2/3 epoch (loss 0.4881):  47%|████▋     | 956/2046 [11:34<12:07,  1.50it/s]
Training 2/3 epoch (loss 0.4881):  47%|████▋     | 957/2046 [11:34<13:17,  1.37it/s]
Training 2/3 epoch (loss 0.5272):  47%|████▋     | 957/2046 [11:34<13:17,  1.37it/s]
Training 2/3 epoch (loss 0.5272):  47%|████▋     | 958/2046 [11:34<12:48,  1.42it/s]
Training 2/3 epoch (loss 0.5899):  47%|████▋     | 958/2046 [11:35<12:48,  1.42it/s]
Training 2/3 epoch (loss 0.5899):  47%|████▋     | 959/2046 [11:35<12:47,  1.42it/s]
Training 2/3 epoch (loss 0.5415):  47%|████▋     | 959/2046 [11:36<12:47,  1.42it/s]
Training 2/3 epoch (loss 0.5415):  47%|████▋     | 960/2046 [11:36<13:18,  1.36it/s]
Training 2/3 epoch (loss 0.5001):  47%|████▋     | 960/2046 [11:37<13:18,  1.36it/s]
Training 2/3 epoch (loss 0.5001):  47%|████▋     | 961/2046 [11:37<12:56,  1.40it/s]
Training 2/3 epoch (loss 0.5989):  47%|████▋     | 961/2046 [11:37<12:56,  1.40it/s]
Training 2/3 epoch (loss 0.5989):  47%|████▋     | 962/2046 [11:37<12:21,  1.46it/s]
Training 2/3 epoch (loss 0.5262):  47%|████▋     | 962/2046 [11:38<12:21,  1.46it/s]
Training 2/3 epoch (loss 0.5262):  47%|████▋     | 963/2046 [11:38<13:24,  1.35it/s]
Training 2/3 epoch (loss 0.6238):  47%|████▋     | 963/2046 [11:39<13:24,  1.35it/s]
Training 2/3 epoch (loss 0.6238):  47%|████▋     | 964/2046 [11:39<12:49,  1.41it/s]
Training 2/3 epoch (loss 0.4858):  47%|████▋     | 964/2046 [11:39<12:49,  1.41it/s]
Training 2/3 epoch (loss 0.4858):  47%|████▋     | 965/2046 [11:39<12:16,  1.47it/s]
Training 2/3 epoch (loss 0.5004):  47%|████▋     | 965/2046 [11:40<12:16,  1.47it/s]
Training 2/3 epoch (loss 0.5004):  47%|████▋     | 966/2046 [11:40<11:51,  1.52it/s]
Training 2/3 epoch (loss 0.5401):  47%|████▋     | 966/2046 [11:40<11:51,  1.52it/s]
Training 2/3 epoch (loss 0.5401):  47%|████▋     | 967/2046 [11:40<11:37,  1.55it/s]
Training 2/3 epoch (loss 0.5119):  47%|████▋     | 967/2046 [11:41<11:37,  1.55it/s]
Training 2/3 epoch (loss 0.5119):  47%|████▋     | 968/2046 [11:41<12:13,  1.47it/s]
Training 2/3 epoch (loss 0.5297):  47%|████▋     | 968/2046 [11:42<12:13,  1.47it/s]
Training 2/3 epoch (loss 0.5297):  47%|████▋     | 969/2046 [11:42<12:00,  1.50it/s]
Training 2/3 epoch (loss 0.5349):  47%|████▋     | 969/2046 [11:43<12:00,  1.50it/s]
Training 2/3 epoch (loss 0.5349):  47%|████▋     | 970/2046 [11:43<11:55,  1.50it/s]
Training 2/3 epoch (loss 0.5161):  47%|████▋     | 970/2046 [11:43<11:55,  1.50it/s]
Training 2/3 epoch (loss 0.5161):  47%|████▋     | 971/2046 [11:43<11:34,  1.55it/s]
Training 2/3 epoch (loss 0.4272):  47%|████▋     | 971/2046 [11:44<11:34,  1.55it/s]
Training 2/3 epoch (loss 0.4272):  48%|████▊     | 972/2046 [11:44<11:42,  1.53it/s]
Training 2/3 epoch (loss 0.5427):  48%|████▊     | 972/2046 [11:44<11:42,  1.53it/s]
Training 2/3 epoch (loss 0.5427):  48%|████▊     | 973/2046 [11:44<11:32,  1.55it/s]
Training 2/3 epoch (loss 0.4189):  48%|████▊     | 973/2046 [11:45<11:32,  1.55it/s]
Training 2/3 epoch (loss 0.4189):  48%|████▊     | 974/2046 [11:45<11:43,  1.52it/s]
Training 2/3 epoch (loss 0.6806):  48%|████▊     | 974/2046 [11:46<11:43,  1.52it/s]
Training 2/3 epoch (loss 0.6806):  48%|████▊     | 975/2046 [11:46<12:01,  1.48it/s]
Training 2/3 epoch (loss 0.4586):  48%|████▊     | 975/2046 [11:47<12:01,  1.48it/s]
Training 2/3 epoch (loss 0.4586):  48%|████▊     | 976/2046 [11:47<12:27,  1.43it/s]
Training 2/3 epoch (loss 0.4642):  48%|████▊     | 976/2046 [11:47<12:27,  1.43it/s]
Training 2/3 epoch (loss 0.4642):  48%|████▊     | 977/2046 [11:47<12:03,  1.48it/s]
Training 2/3 epoch (loss 0.6688):  48%|████▊     | 977/2046 [11:48<12:03,  1.48it/s]
Training 2/3 epoch (loss 0.6688):  48%|████▊     | 978/2046 [11:48<13:06,  1.36it/s]
Training 2/3 epoch (loss 0.5889):  48%|████▊     | 978/2046 [11:49<13:06,  1.36it/s]
Training 2/3 epoch (loss 0.5889):  48%|████▊     | 979/2046 [11:49<13:06,  1.36it/s]
Training 2/3 epoch (loss 0.5485):  48%|████▊     | 979/2046 [11:50<13:06,  1.36it/s]
Training 2/3 epoch (loss 0.5485):  48%|████▊     | 980/2046 [11:50<13:19,  1.33it/s]
Training 2/3 epoch (loss 0.6452):  48%|████▊     | 980/2046 [11:50<13:19,  1.33it/s]
Training 2/3 epoch (loss 0.6452):  48%|████▊     | 981/2046 [11:50<13:02,  1.36it/s]
Training 2/3 epoch (loss 0.5134):  48%|████▊     | 981/2046 [11:51<13:02,  1.36it/s]
Training 2/3 epoch (loss 0.5134):  48%|████▊     | 982/2046 [11:51<12:32,  1.41it/s]
Training 2/3 epoch (loss 0.4690):  48%|████▊     | 982/2046 [11:52<12:32,  1.41it/s]
Training 2/3 epoch (loss 0.4690):  48%|████▊     | 983/2046 [11:52<12:06,  1.46it/s]
Training 2/3 epoch (loss 0.4897):  48%|████▊     | 983/2046 [11:52<12:06,  1.46it/s]
Training 2/3 epoch (loss 0.4897):  48%|████▊     | 984/2046 [11:52<12:53,  1.37it/s]
Training 2/3 epoch (loss 0.4392):  48%|████▊     | 984/2046 [11:53<12:53,  1.37it/s]
Training 2/3 epoch (loss 0.4392):  48%|████▊     | 985/2046 [11:53<13:48,  1.28it/s]
Training 2/3 epoch (loss 0.5682):  48%|████▊     | 985/2046 [11:54<13:48,  1.28it/s]
Training 2/3 epoch (loss 0.5682):  48%|████▊     | 986/2046 [11:54<13:55,  1.27it/s]
Training 2/3 epoch (loss 0.4269):  48%|████▊     | 986/2046 [11:55<13:55,  1.27it/s]
Training 2/3 epoch (loss 0.4269):  48%|████▊     | 987/2046 [11:55<13:30,  1.31it/s]
Training 2/3 epoch (loss 0.4541):  48%|████▊     | 987/2046 [11:55<13:30,  1.31it/s]
Training 2/3 epoch (loss 0.4541):  48%|████▊     | 988/2046 [11:55<12:46,  1.38it/s]
Training 2/3 epoch (loss 0.5489):  48%|████▊     | 988/2046 [11:56<12:46,  1.38it/s]
Training 2/3 epoch (loss 0.5489):  48%|████▊     | 989/2046 [11:56<12:25,  1.42it/s]
Training 2/3 epoch (loss 0.4667):  48%|████▊     | 989/2046 [11:57<12:25,  1.42it/s]
Training 2/3 epoch (loss 0.4667):  48%|████▊     | 990/2046 [11:57<12:43,  1.38it/s]
Training 2/3 epoch (loss 0.5137):  48%|████▊     | 990/2046 [11:58<12:43,  1.38it/s]
Training 2/3 epoch (loss 0.5137):  48%|████▊     | 991/2046 [11:58<12:12,  1.44it/s]
Training 2/3 epoch (loss 0.4405):  48%|████▊     | 991/2046 [11:58<12:12,  1.44it/s]
Training 2/3 epoch (loss 0.4405):  48%|████▊     | 992/2046 [11:58<13:09,  1.33it/s]
Training 2/3 epoch (loss 0.3837):  48%|████▊     | 992/2046 [11:59<13:09,  1.33it/s]
Training 2/3 epoch (loss 0.3837):  49%|████▊     | 993/2046 [11:59<12:58,  1.35it/s]
Training 2/3 epoch (loss 0.5383):  49%|████▊     | 993/2046 [12:00<12:58,  1.35it/s]
Training 2/3 epoch (loss 0.5383):  49%|████▊     | 994/2046 [12:00<12:14,  1.43it/s]
Training 2/3 epoch (loss 0.4911):  49%|████▊     | 994/2046 [12:00<12:14,  1.43it/s]
Training 2/3 epoch (loss 0.4911):  49%|████▊     | 995/2046 [12:00<12:12,  1.43it/s]
Training 2/3 epoch (loss 0.6144):  49%|████▊     | 995/2046 [12:01<12:12,  1.43it/s]
Training 2/3 epoch (loss 0.6144):  49%|████▊     | 996/2046 [12:01<12:43,  1.38it/s]
Training 2/3 epoch (loss 0.4351):  49%|████▊     | 996/2046 [12:02<12:43,  1.38it/s]
Training 2/3 epoch (loss 0.4351):  49%|████▊     | 997/2046 [12:02<12:12,  1.43it/s]
Training 2/3 epoch (loss 0.6050):  49%|████▊     | 997/2046 [12:03<12:12,  1.43it/s]
Training 2/3 epoch (loss 0.6050):  49%|████▉     | 998/2046 [12:03<12:31,  1.39it/s]
Training 2/3 epoch (loss 0.5007):  49%|████▉     | 998/2046 [12:03<12:31,  1.39it/s]
Training 2/3 epoch (loss 0.5007):  49%|████▉     | 999/2046 [12:03<12:35,  1.39it/s]
Training 2/3 epoch (loss 0.5802):  49%|████▉     | 999/2046 [12:04<12:35,  1.39it/s]
Training 2/3 epoch (loss 0.5802):  49%|████▉     | 1000/2046 [12:04<12:45,  1.37it/s]
Training 2/3 epoch (loss 0.5159):  49%|████▉     | 1000/2046 [12:05<12:45,  1.37it/s]
Training 2/3 epoch (loss 0.5159):  49%|████▉     | 1001/2046 [12:05<12:23,  1.41it/s]
Training 2/3 epoch (loss 0.4918):  49%|████▉     | 1001/2046 [12:05<12:23,  1.41it/s]
Training 2/3 epoch (loss 0.4918):  49%|████▉     | 1002/2046 [12:05<12:38,  1.38it/s]
Training 2/3 epoch (loss 0.5936):  49%|████▉     | 1002/2046 [12:06<12:38,  1.38it/s]
Training 2/3 epoch (loss 0.5936):  49%|████▉     | 1003/2046 [12:06<12:31,  1.39it/s]
Training 2/3 epoch (loss 0.5023):  49%|████▉     | 1003/2046 [12:07<12:31,  1.39it/s]
Training 2/3 epoch (loss 0.5023):  49%|████▉     | 1004/2046 [12:07<12:03,  1.44it/s]
Training 2/3 epoch (loss 0.6273):  49%|████▉     | 1004/2046 [12:08<12:03,  1.44it/s]
Training 2/3 epoch (loss 0.6273):  49%|████▉     | 1005/2046 [12:08<12:40,  1.37it/s]
Training 2/3 epoch (loss 0.5260):  49%|████▉     | 1005/2046 [12:08<12:40,  1.37it/s]
Training 2/3 epoch (loss 0.5260):  49%|████▉     | 1006/2046 [12:08<12:04,  1.44it/s]
Training 2/3 epoch (loss 0.6145):  49%|████▉     | 1006/2046 [12:09<12:04,  1.44it/s]
Training 2/3 epoch (loss 0.6145):  49%|████▉     | 1007/2046 [12:09<11:38,  1.49it/s]
Training 2/3 epoch (loss 0.3991):  49%|████▉     | 1007/2046 [12:10<11:38,  1.49it/s]
Training 2/3 epoch (loss 0.3991):  49%|████▉     | 1008/2046 [12:10<11:54,  1.45it/s]
Training 2/3 epoch (loss 0.5379):  49%|████▉     | 1008/2046 [12:10<11:54,  1.45it/s]
Training 2/3 epoch (loss 0.5379):  49%|████▉     | 1009/2046 [12:10<11:45,  1.47it/s]
Training 2/3 epoch (loss 0.5090):  49%|████▉     | 1009/2046 [12:11<11:45,  1.47it/s]
Training 2/3 epoch (loss 0.5090):  49%|████▉     | 1010/2046 [12:11<11:23,  1.52it/s]
Training 2/3 epoch (loss 0.3951):  49%|████▉     | 1010/2046 [12:12<11:23,  1.52it/s]
Training 2/3 epoch (loss 0.3951):  49%|████▉     | 1011/2046 [12:12<11:41,  1.48it/s]
Training 2/3 epoch (loss 0.5071):  49%|████▉     | 1011/2046 [12:12<11:41,  1.48it/s]
Training 2/3 epoch (loss 0.5071):  49%|████▉     | 1012/2046 [12:12<11:25,  1.51it/s]
Training 2/3 epoch (loss 0.4552):  49%|████▉     | 1012/2046 [12:13<11:25,  1.51it/s]
Training 2/3 epoch (loss 0.4552):  50%|████▉     | 1013/2046 [12:13<11:07,  1.55it/s]
Training 2/3 epoch (loss 0.4108):  50%|████▉     | 1013/2046 [12:14<11:07,  1.55it/s]
Training 2/3 epoch (loss 0.4108):  50%|████▉     | 1014/2046 [12:14<11:17,  1.52it/s]
Training 2/3 epoch (loss 0.5032):  50%|████▉     | 1014/2046 [12:14<11:17,  1.52it/s]
Training 2/3 epoch (loss 0.5032):  50%|████▉     | 1015/2046 [12:14<11:51,  1.45it/s]
Training 2/3 epoch (loss 0.4619):  50%|████▉     | 1015/2046 [12:15<11:51,  1.45it/s]
Training 2/3 epoch (loss 0.4619):  50%|████▉     | 1016/2046 [12:15<13:00,  1.32it/s]
Training 2/3 epoch (loss 0.5048):  50%|████▉     | 1016/2046 [12:16<13:00,  1.32it/s]
Training 2/3 epoch (loss 0.5048):  50%|████▉     | 1017/2046 [12:16<13:00,  1.32it/s]
Training 2/3 epoch (loss 0.3930):  50%|████▉     | 1017/2046 [12:17<13:00,  1.32it/s]
Training 2/3 epoch (loss 0.3930):  50%|████▉     | 1018/2046 [12:17<12:16,  1.40it/s]
Training 2/3 epoch (loss 0.6775):  50%|████▉     | 1018/2046 [12:17<12:16,  1.40it/s]
Training 2/3 epoch (loss 0.6775):  50%|████▉     | 1019/2046 [12:17<11:48,  1.45it/s]
Training 2/3 epoch (loss 0.4987):  50%|████▉     | 1019/2046 [12:18<11:48,  1.45it/s]
Training 2/3 epoch (loss 0.4987):  50%|████▉     | 1020/2046 [12:18<12:20,  1.39it/s]
Training 2/3 epoch (loss 0.4900):  50%|████▉     | 1020/2046 [12:19<12:20,  1.39it/s]
Training 2/3 epoch (loss 0.4900):  50%|████▉     | 1021/2046 [12:19<12:35,  1.36it/s]
Training 2/3 epoch (loss 0.5298):  50%|████▉     | 1021/2046 [12:20<12:35,  1.36it/s]
Training 2/3 epoch (loss 0.5298):  50%|████▉     | 1022/2046 [12:20<13:35,  1.26it/s]
Training 2/3 epoch (loss 0.3687):  50%|████▉     | 1022/2046 [12:20<13:35,  1.26it/s]
Training 2/3 epoch (loss 0.3687):  50%|█████     | 1023/2046 [12:20<12:43,  1.34it/s]
Training 2/3 epoch (loss 0.4755):  50%|█████     | 1023/2046 [12:21<12:43,  1.34it/s]
Training 2/3 epoch (loss 0.4755):  50%|█████     | 1024/2046 [12:21<12:53,  1.32it/s]
Training 2/3 epoch (loss 0.4541):  50%|█████     | 1024/2046 [12:22<12:53,  1.32it/s]
Training 2/3 epoch (loss 0.4541):  50%|█████     | 1025/2046 [12:22<12:59,  1.31it/s]
Training 2/3 epoch (loss 0.4941):  50%|█████     | 1025/2046 [12:23<12:59,  1.31it/s]
Training 2/3 epoch (loss 0.4941):  50%|█████     | 1026/2046 [12:23<13:39,  1.25it/s]
Training 2/3 epoch (loss 0.5604):  50%|█████     | 1026/2046 [12:24<13:39,  1.25it/s]
Training 2/3 epoch (loss 0.5604):  50%|█████     | 1027/2046 [12:24<14:02,  1.21it/s]
Training 2/3 epoch (loss 0.4029):  50%|█████     | 1027/2046 [12:24<14:02,  1.21it/s]
Training 2/3 epoch (loss 0.4029):  50%|█████     | 1028/2046 [12:24<13:33,  1.25it/s]
Training 2/3 epoch (loss 0.4275):  50%|█████     | 1028/2046 [12:25<13:33,  1.25it/s]
Training 2/3 epoch (loss 0.4275):  50%|█████     | 1029/2046 [12:25<12:31,  1.35it/s]
Training 2/3 epoch (loss 0.4325):  50%|█████     | 1029/2046 [12:26<12:31,  1.35it/s]
Training 2/3 epoch (loss 0.4325):  50%|█████     | 1030/2046 [12:26<13:13,  1.28it/s]
Training 2/3 epoch (loss 0.6463):  50%|█████     | 1030/2046 [12:27<13:13,  1.28it/s]
Training 2/3 epoch (loss 0.6463):  50%|█████     | 1031/2046 [12:27<12:41,  1.33it/s]
Training 2/3 epoch (loss 0.5229):  50%|█████     | 1031/2046 [12:27<12:41,  1.33it/s]
Training 2/3 epoch (loss 0.5229):  50%|█████     | 1032/2046 [12:27<13:08,  1.29it/s]
Training 2/3 epoch (loss 0.4925):  50%|█████     | 1032/2046 [12:28<13:08,  1.29it/s]
Training 2/3 epoch (loss 0.4925):  50%|█████     | 1033/2046 [12:28<13:10,  1.28it/s]
Training 2/3 epoch (loss 0.4254):  50%|█████     | 1033/2046 [12:29<13:10,  1.28it/s]
Training 2/3 epoch (loss 0.4254):  51%|█████     | 1034/2046 [12:29<13:18,  1.27it/s]
Training 2/3 epoch (loss 0.3932):  51%|█████     | 1034/2046 [12:30<13:18,  1.27it/s]
Training 2/3 epoch (loss 0.3932):  51%|█████     | 1035/2046 [12:30<12:51,  1.31it/s]
Training 2/3 epoch (loss 0.4541):  51%|█████     | 1035/2046 [12:30<12:51,  1.31it/s]
Training 2/3 epoch (loss 0.4541):  51%|█████     | 1036/2046 [12:30<12:33,  1.34it/s]
Training 2/3 epoch (loss 0.4685):  51%|█████     | 1036/2046 [12:31<12:33,  1.34it/s]
Training 2/3 epoch (loss 0.4685):  51%|█████     | 1037/2046 [12:31<12:10,  1.38it/s]
Training 2/3 epoch (loss 0.5424):  51%|█████     | 1037/2046 [12:32<12:10,  1.38it/s]
Training 2/3 epoch (loss 0.5424):  51%|█████     | 1038/2046 [12:32<11:38,  1.44it/s]
Training 2/3 epoch (loss 0.4343):  51%|█████     | 1038/2046 [12:32<11:38,  1.44it/s]
Training 2/3 epoch (loss 0.4343):  51%|█████     | 1039/2046 [12:32<11:18,  1.48it/s]
Training 2/3 epoch (loss 0.4953):  51%|█████     | 1039/2046 [12:33<11:18,  1.48it/s]
Training 2/3 epoch (loss 0.4953):  51%|█████     | 1040/2046 [12:33<12:20,  1.36it/s]
Training 2/3 epoch (loss 0.4254):  51%|█████     | 1040/2046 [12:34<12:20,  1.36it/s]
Training 2/3 epoch (loss 0.4254):  51%|█████     | 1041/2046 [12:34<12:11,  1.37it/s]
Training 2/3 epoch (loss 0.4897):  51%|█████     | 1041/2046 [12:35<12:11,  1.37it/s]
Training 2/3 epoch (loss 0.4897):  51%|█████     | 1042/2046 [12:35<12:24,  1.35it/s]
Training 2/3 epoch (loss 0.4343):  51%|█████     | 1042/2046 [12:35<12:24,  1.35it/s]
Training 2/3 epoch (loss 0.4343):  51%|█████     | 1043/2046 [12:35<12:08,  1.38it/s]
Training 2/3 epoch (loss 0.5169):  51%|█████     | 1043/2046 [12:36<12:08,  1.38it/s]
Training 2/3 epoch (loss 0.5169):  51%|█████     | 1044/2046 [12:36<12:06,  1.38it/s]
Training 2/3 epoch (loss 0.5957):  51%|█████     | 1044/2046 [12:37<12:06,  1.38it/s]
Training 2/3 epoch (loss 0.5957):  51%|█████     | 1045/2046 [12:37<11:57,  1.39it/s]
Training 2/3 epoch (loss 0.5629):  51%|█████     | 1045/2046 [12:37<11:57,  1.39it/s]
Training 2/3 epoch (loss 0.5629):  51%|█████     | 1046/2046 [12:37<11:39,  1.43it/s]
Training 2/3 epoch (loss 0.3904):  51%|█████     | 1046/2046 [12:38<11:39,  1.43it/s]
Training 2/3 epoch (loss 0.3904):  51%|█████     | 1047/2046 [12:38<12:39,  1.32it/s]
Training 2/3 epoch (loss 0.5002):  51%|█████     | 1047/2046 [12:39<12:39,  1.32it/s]
Training 2/3 epoch (loss 0.5002):  51%|█████     | 1048/2046 [12:39<12:48,  1.30it/s]
Training 2/3 epoch (loss 0.5986):  51%|█████     | 1048/2046 [12:40<12:48,  1.30it/s]
Training 2/3 epoch (loss 0.5986):  51%|█████▏    | 1049/2046 [12:40<12:22,  1.34it/s]
Training 2/3 epoch (loss 0.5093):  51%|█████▏    | 1049/2046 [12:40<12:22,  1.34it/s]
Training 2/3 epoch (loss 0.5093):  51%|█████▏    | 1050/2046 [12:40<11:43,  1.42it/s]
Training 2/3 epoch (loss 0.5234):  51%|█████▏    | 1050/2046 [12:41<11:43,  1.42it/s]
Training 2/3 epoch (loss 0.5234):  51%|█████▏    | 1051/2046 [12:41<11:21,  1.46it/s]
Training 2/3 epoch (loss 0.6037):  51%|█████▏    | 1051/2046 [12:42<11:21,  1.46it/s]
Training 2/3 epoch (loss 0.6037):  51%|█████▏    | 1052/2046 [12:42<11:26,  1.45it/s]
Training 2/3 epoch (loss 0.4114):  51%|█████▏    | 1052/2046 [12:43<11:26,  1.45it/s]
Training 2/3 epoch (loss 0.4114):  51%|█████▏    | 1053/2046 [12:43<11:37,  1.42it/s]
Training 2/3 epoch (loss 0.4905):  51%|█████▏    | 1053/2046 [12:43<11:37,  1.42it/s]
Training 2/3 epoch (loss 0.4905):  52%|█████▏    | 1054/2046 [12:43<11:28,  1.44it/s]
Training 2/3 epoch (loss 0.6621):  52%|█████▏    | 1054/2046 [12:44<11:28,  1.44it/s]
Training 2/3 epoch (loss 0.6621):  52%|█████▏    | 1055/2046 [12:44<11:28,  1.44it/s]
Training 2/3 epoch (loss 0.5025):  52%|█████▏    | 1055/2046 [12:45<11:28,  1.44it/s]
Training 2/3 epoch (loss 0.5025):  52%|█████▏    | 1056/2046 [12:45<12:00,  1.37it/s]
Training 2/3 epoch (loss 0.5132):  52%|█████▏    | 1056/2046 [12:46<12:00,  1.37it/s]
Training 2/3 epoch (loss 0.5132):  52%|█████▏    | 1057/2046 [12:46<12:25,  1.33it/s]
Training 2/3 epoch (loss 0.4179):  52%|█████▏    | 1057/2046 [12:46<12:25,  1.33it/s]
Training 2/3 epoch (loss 0.4179):  52%|█████▏    | 1058/2046 [12:46<12:06,  1.36it/s]
Training 2/3 epoch (loss 0.4710):  52%|█████▏    | 1058/2046 [12:47<12:06,  1.36it/s]
Training 2/3 epoch (loss 0.4710):  52%|█████▏    | 1059/2046 [12:47<11:33,  1.42it/s]
Training 2/3 epoch (loss 0.4253):  52%|█████▏    | 1059/2046 [12:48<11:33,  1.42it/s]
Training 2/3 epoch (loss 0.4253):  52%|█████▏    | 1060/2046 [12:48<12:40,  1.30it/s]
Training 2/3 epoch (loss 0.5618):  52%|█████▏    | 1060/2046 [12:49<12:40,  1.30it/s]
Training 2/3 epoch (loss 0.5618):  52%|█████▏    | 1061/2046 [12:49<12:32,  1.31it/s]
Training 2/3 epoch (loss 0.4443):  52%|█████▏    | 1061/2046 [12:49<12:32,  1.31it/s]
Training 2/3 epoch (loss 0.4443):  52%|█████▏    | 1062/2046 [12:49<11:48,  1.39it/s]
Training 2/3 epoch (loss 0.4850):  52%|█████▏    | 1062/2046 [12:50<11:48,  1.39it/s]
Training 2/3 epoch (loss 0.4850):  52%|█████▏    | 1063/2046 [12:50<11:29,  1.43it/s]
Training 2/3 epoch (loss 0.5171):  52%|█████▏    | 1063/2046 [12:51<11:29,  1.43it/s]
Training 2/3 epoch (loss 0.5171):  52%|█████▏    | 1064/2046 [12:51<12:17,  1.33it/s]
Training 2/3 epoch (loss 0.5450):  52%|█████▏    | 1064/2046 [12:51<12:17,  1.33it/s]
Training 2/3 epoch (loss 0.5450):  52%|█████▏    | 1065/2046 [12:51<12:10,  1.34it/s]
Training 2/3 epoch (loss 0.4366):  52%|█████▏    | 1065/2046 [12:52<12:10,  1.34it/s]
Training 2/3 epoch (loss 0.4366):  52%|█████▏    | 1066/2046 [12:52<11:51,  1.38it/s]
Training 2/3 epoch (loss 0.4980):  52%|█████▏    | 1066/2046 [12:53<11:51,  1.38it/s]
Training 2/3 epoch (loss 0.4980):  52%|█████▏    | 1067/2046 [12:53<12:16,  1.33it/s]
Training 2/3 epoch (loss 0.4901):  52%|█████▏    | 1067/2046 [12:54<12:16,  1.33it/s]
Training 2/3 epoch (loss 0.4901):  52%|█████▏    | 1068/2046 [12:54<12:04,  1.35it/s]
Training 2/3 epoch (loss 0.5580):  52%|█████▏    | 1068/2046 [12:55<12:04,  1.35it/s]
Training 2/3 epoch (loss 0.5580):  52%|█████▏    | 1069/2046 [12:55<13:43,  1.19it/s]
Training 2/3 epoch (loss 0.4769):  52%|█████▏    | 1069/2046 [12:55<13:43,  1.19it/s]
Training 2/3 epoch (loss 0.4769):  52%|█████▏    | 1070/2046 [12:55<12:53,  1.26it/s]
Training 2/3 epoch (loss 0.4413):  52%|█████▏    | 1070/2046 [12:56<12:53,  1.26it/s]
Training 2/3 epoch (loss 0.4413):  52%|█████▏    | 1071/2046 [12:56<12:10,  1.33it/s]
Training 2/3 epoch (loss 0.6696):  52%|█████▏    | 1071/2046 [12:57<12:10,  1.33it/s]
Training 2/3 epoch (loss 0.6696):  52%|█████▏    | 1072/2046 [12:57<12:58,  1.25it/s]
Training 2/3 epoch (loss 0.3677):  52%|█████▏    | 1072/2046 [12:58<12:58,  1.25it/s]
Training 2/3 epoch (loss 0.3677):  52%|█████▏    | 1073/2046 [12:58<12:13,  1.33it/s]
Training 2/3 epoch (loss 0.3735):  52%|█████▏    | 1073/2046 [12:58<12:13,  1.33it/s]
Training 2/3 epoch (loss 0.3735):  52%|█████▏    | 1074/2046 [12:58<11:37,  1.39it/s]
Training 2/3 epoch (loss 0.4132):  52%|█████▏    | 1074/2046 [12:59<11:37,  1.39it/s]
Training 2/3 epoch (loss 0.4132):  53%|█████▎    | 1075/2046 [12:59<11:27,  1.41it/s]
Training 2/3 epoch (loss 0.4893):  53%|█████▎    | 1075/2046 [13:00<11:27,  1.41it/s]
Training 2/3 epoch (loss 0.4893):  53%|█████▎    | 1076/2046 [13:00<11:40,  1.38it/s]
Training 2/3 epoch (loss 0.4479):  53%|█████▎    | 1076/2046 [13:00<11:40,  1.38it/s]
Training 2/3 epoch (loss 0.4479):  53%|█████▎    | 1077/2046 [13:00<11:23,  1.42it/s]
Training 2/3 epoch (loss 0.5829):  53%|█████▎    | 1077/2046 [13:01<11:23,  1.42it/s]
Training 2/3 epoch (loss 0.5829):  53%|█████▎    | 1078/2046 [13:01<10:56,  1.48it/s]
Training 2/3 epoch (loss 0.4731):  53%|█████▎    | 1078/2046 [13:02<10:56,  1.48it/s]
Training 2/3 epoch (loss 0.4731):  53%|█████▎    | 1079/2046 [13:02<11:52,  1.36it/s]
Training 2/3 epoch (loss 0.5016):  53%|█████▎    | 1079/2046 [13:03<11:52,  1.36it/s]
Training 2/3 epoch (loss 0.5016):  53%|█████▎    | 1080/2046 [13:03<11:58,  1.34it/s]
Training 2/3 epoch (loss 0.4903):  53%|█████▎    | 1080/2046 [13:03<11:58,  1.34it/s]
Training 2/3 epoch (loss 0.4903):  53%|█████▎    | 1081/2046 [13:03<11:29,  1.40it/s]
Training 2/3 epoch (loss 0.5460):  53%|█████▎    | 1081/2046 [13:04<11:29,  1.40it/s]
Training 2/3 epoch (loss 0.5460):  53%|█████▎    | 1082/2046 [13:04<11:23,  1.41it/s]
Training 2/3 epoch (loss 0.5347):  53%|█████▎    | 1082/2046 [13:05<11:23,  1.41it/s]
Training 2/3 epoch (loss 0.5347):  53%|█████▎    | 1083/2046 [13:05<11:15,  1.43it/s]
Training 2/3 epoch (loss 0.4884):  53%|█████▎    | 1083/2046 [13:05<11:15,  1.43it/s]
Training 2/3 epoch (loss 0.4884):  53%|█████▎    | 1084/2046 [13:05<11:16,  1.42it/s]
Training 2/3 epoch (loss 0.4813):  53%|█████▎    | 1084/2046 [13:06<11:16,  1.42it/s]
Training 2/3 epoch (loss 0.4813):  53%|█████▎    | 1085/2046 [13:06<12:18,  1.30it/s]
Training 2/3 epoch (loss 0.4519):  53%|█████▎    | 1085/2046 [13:07<12:18,  1.30it/s]
Training 2/3 epoch (loss 0.4519):  53%|█████▎    | 1086/2046 [13:07<11:42,  1.37it/s]
Training 2/3 epoch (loss 0.5164):  53%|█████▎    | 1086/2046 [13:08<11:42,  1.37it/s]
Training 2/3 epoch (loss 0.5164):  53%|█████▎    | 1087/2046 [13:08<11:39,  1.37it/s]
Training 2/3 epoch (loss 0.4137):  53%|█████▎    | 1087/2046 [13:08<11:39,  1.37it/s]
Training 2/3 epoch (loss 0.4137):  53%|█████▎    | 1088/2046 [13:08<12:07,  1.32it/s]
Training 2/3 epoch (loss 0.4984):  53%|█████▎    | 1088/2046 [13:09<12:07,  1.32it/s]
Training 2/3 epoch (loss 0.4984):  53%|█████▎    | 1089/2046 [13:09<11:38,  1.37it/s]
Training 2/3 epoch (loss 0.4784):  53%|█████▎    | 1089/2046 [13:10<11:38,  1.37it/s]
Training 2/3 epoch (loss 0.4784):  53%|█████▎    | 1090/2046 [13:10<11:07,  1.43it/s]
Training 2/3 epoch (loss 0.3484):  53%|█████▎    | 1090/2046 [13:10<11:07,  1.43it/s]
Training 2/3 epoch (loss 0.3484):  53%|█████▎    | 1091/2046 [13:10<10:52,  1.46it/s]
Training 2/3 epoch (loss 0.3939):  53%|█████▎    | 1091/2046 [13:11<10:52,  1.46it/s]
Training 2/3 epoch (loss 0.3939):  53%|█████▎    | 1092/2046 [13:11<11:11,  1.42it/s]
Training 2/3 epoch (loss 0.4007):  53%|█████▎    | 1092/2046 [13:12<11:11,  1.42it/s]
Training 2/3 epoch (loss 0.4007):  53%|█████▎    | 1093/2046 [13:12<11:30,  1.38it/s]
Training 2/3 epoch (loss 0.4957):  53%|█████▎    | 1093/2046 [13:13<11:30,  1.38it/s]
Training 2/3 epoch (loss 0.4957):  53%|█████▎    | 1094/2046 [13:13<11:02,  1.44it/s]
Training 2/3 epoch (loss 0.4287):  53%|█████▎    | 1094/2046 [13:13<11:02,  1.44it/s]
Training 2/3 epoch (loss 0.4287):  54%|█████▎    | 1095/2046 [13:13<10:40,  1.49it/s]
Training 2/3 epoch (loss 0.4176):  54%|█████▎    | 1095/2046 [13:14<10:40,  1.49it/s]
Training 2/3 epoch (loss 0.4176):  54%|█████▎    | 1096/2046 [13:14<12:32,  1.26it/s]
Training 2/3 epoch (loss 0.4496):  54%|█████▎    | 1096/2046 [13:15<12:32,  1.26it/s]
Training 2/3 epoch (loss 0.4496):  54%|█████▎    | 1097/2046 [13:15<11:51,  1.33it/s]
Training 2/3 epoch (loss 0.3820):  54%|█████▎    | 1097/2046 [13:16<11:51,  1.33it/s]
Training 2/3 epoch (loss 0.3820):  54%|█████▎    | 1098/2046 [13:16<11:23,  1.39it/s]
Training 2/3 epoch (loss 0.4617):  54%|█████▎    | 1098/2046 [13:16<11:23,  1.39it/s]
Training 2/3 epoch (loss 0.4617):  54%|█████▎    | 1099/2046 [13:16<10:55,  1.44it/s]
Training 2/3 epoch (loss 0.4137):  54%|█████▎    | 1099/2046 [13:17<10:55,  1.44it/s]
Training 2/3 epoch (loss 0.4137):  54%|█████▍    | 1100/2046 [13:17<10:36,  1.49it/s]
Training 2/3 epoch (loss 0.4973):  54%|█████▍    | 1100/2046 [13:17<10:36,  1.49it/s]
Training 2/3 epoch (loss 0.4973):  54%|█████▍    | 1101/2046 [13:17<10:29,  1.50it/s]
Training 2/3 epoch (loss 0.3800):  54%|█████▍    | 1101/2046 [13:18<10:29,  1.50it/s]
Training 2/3 epoch (loss 0.3800):  54%|█████▍    | 1102/2046 [13:18<12:01,  1.31it/s]
Training 2/3 epoch (loss 0.4549):  54%|█████▍    | 1102/2046 [13:19<12:01,  1.31it/s]
Training 2/3 epoch (loss 0.4549):  54%|█████▍    | 1103/2046 [13:19<12:11,  1.29it/s]
Training 2/3 epoch (loss 0.5332):  54%|█████▍    | 1103/2046 [13:20<12:11,  1.29it/s]
Training 2/3 epoch (loss 0.5332):  54%|█████▍    | 1104/2046 [13:20<14:11,  1.11it/s]
Training 2/3 epoch (loss 0.4017):  54%|█████▍    | 1104/2046 [13:21<14:11,  1.11it/s]
Training 2/3 epoch (loss 0.4017):  54%|█████▍    | 1105/2046 [13:21<13:47,  1.14it/s]
Training 2/3 epoch (loss 0.6703):  54%|█████▍    | 1105/2046 [13:22<13:47,  1.14it/s]
Training 2/3 epoch (loss 0.6703):  54%|█████▍    | 1106/2046 [13:22<12:36,  1.24it/s]
Training 2/3 epoch (loss 0.4833):  54%|█████▍    | 1106/2046 [13:22<12:36,  1.24it/s]
Training 2/3 epoch (loss 0.4833):  54%|█████▍    | 1107/2046 [13:22<11:41,  1.34it/s]
Training 2/3 epoch (loss 0.4186):  54%|█████▍    | 1107/2046 [13:23<11:41,  1.34it/s]
Training 2/3 epoch (loss 0.4186):  54%|█████▍    | 1108/2046 [13:23<11:37,  1.34it/s]
Training 2/3 epoch (loss 0.4702):  54%|█████▍    | 1108/2046 [13:24<11:37,  1.34it/s]
Training 2/3 epoch (loss 0.4702):  54%|█████▍    | 1109/2046 [13:24<11:24,  1.37it/s]
Training 2/3 epoch (loss 0.5274):  54%|█████▍    | 1109/2046 [13:25<11:24,  1.37it/s]
Training 2/3 epoch (loss 0.5274):  54%|█████▍    | 1110/2046 [13:25<11:28,  1.36it/s]
Training 2/3 epoch (loss 0.5391):  54%|█████▍    | 1110/2046 [13:25<11:28,  1.36it/s]
Training 2/3 epoch (loss 0.5391):  54%|█████▍    | 1111/2046 [13:25<11:09,  1.40it/s]
Training 2/3 epoch (loss 0.4954):  54%|█████▍    | 1111/2046 [13:26<11:09,  1.40it/s]
Training 2/3 epoch (loss 0.4954):  54%|█████▍    | 1112/2046 [13:26<11:36,  1.34it/s]
Training 2/3 epoch (loss 0.5179):  54%|█████▍    | 1112/2046 [13:27<11:36,  1.34it/s]
Training 2/3 epoch (loss 0.5179):  54%|█████▍    | 1113/2046 [13:27<11:39,  1.33it/s]
Training 2/3 epoch (loss 0.5089):  54%|█████▍    | 1113/2046 [13:28<11:39,  1.33it/s]
Training 2/3 epoch (loss 0.5089):  54%|█████▍    | 1114/2046 [13:28<11:05,  1.40it/s]
Training 2/3 epoch (loss 0.4607):  54%|█████▍    | 1114/2046 [13:28<11:05,  1.40it/s]
Training 2/3 epoch (loss 0.4607):  54%|█████▍    | 1115/2046 [13:28<10:40,  1.45it/s]
Training 2/3 epoch (loss 0.4746):  54%|█████▍    | 1115/2046 [13:29<10:40,  1.45it/s]
Training 2/3 epoch (loss 0.4746):  55%|█████▍    | 1116/2046 [13:29<10:25,  1.49it/s]
Training 2/3 epoch (loss 0.5624):  55%|█████▍    | 1116/2046 [13:29<10:25,  1.49it/s]
Training 2/3 epoch (loss 0.5624):  55%|█████▍    | 1117/2046 [13:29<10:13,  1.51it/s]
Training 2/3 epoch (loss 0.3632):  55%|█████▍    | 1117/2046 [13:30<10:13,  1.51it/s]
Training 2/3 epoch (loss 0.3632):  55%|█████▍    | 1118/2046 [13:30<10:31,  1.47it/s]
Training 2/3 epoch (loss 0.4651):  55%|█████▍    | 1118/2046 [13:31<10:31,  1.47it/s]
Training 2/3 epoch (loss 0.4651):  55%|█████▍    | 1119/2046 [13:31<10:22,  1.49it/s]
Training 2/3 epoch (loss 0.3601):  55%|█████▍    | 1119/2046 [13:32<10:22,  1.49it/s]
Training 2/3 epoch (loss 0.3601):  55%|█████▍    | 1120/2046 [13:32<10:41,  1.44it/s]
Training 2/3 epoch (loss 0.6212):  55%|█████▍    | 1120/2046 [13:32<10:41,  1.44it/s]
Training 2/3 epoch (loss 0.6212):  55%|█████▍    | 1121/2046 [13:32<10:56,  1.41it/s]
Training 2/3 epoch (loss 0.4260):  55%|█████▍    | 1121/2046 [13:33<10:56,  1.41it/s]
Training 2/3 epoch (loss 0.4260):  55%|█████▍    | 1122/2046 [13:33<10:58,  1.40it/s]
Training 2/3 epoch (loss 0.4043):  55%|█████▍    | 1122/2046 [13:34<10:58,  1.40it/s]
Training 2/3 epoch (loss 0.4043):  55%|█████▍    | 1123/2046 [13:34<11:43,  1.31it/s]
Training 2/3 epoch (loss 0.5522):  55%|█████▍    | 1123/2046 [13:35<11:43,  1.31it/s]
Training 2/3 epoch (loss 0.5522):  55%|█████▍    | 1124/2046 [13:35<11:17,  1.36it/s]
Training 2/3 epoch (loss 0.5538):  55%|█████▍    | 1124/2046 [13:35<11:17,  1.36it/s]
Training 2/3 epoch (loss 0.5538):  55%|█████▍    | 1125/2046 [13:35<11:40,  1.31it/s]
Training 2/3 epoch (loss 0.4550):  55%|█████▍    | 1125/2046 [13:36<11:40,  1.31it/s]
Training 2/3 epoch (loss 0.4550):  55%|█████▌    | 1126/2046 [13:36<11:17,  1.36it/s]
Training 2/3 epoch (loss 0.4088):  55%|█████▌    | 1126/2046 [13:37<11:17,  1.36it/s]
Training 2/3 epoch (loss 0.4088):  55%|█████▌    | 1127/2046 [13:37<10:56,  1.40it/s]
Training 2/3 epoch (loss 0.4521):  55%|█████▌    | 1127/2046 [13:38<10:56,  1.40it/s]
Training 2/3 epoch (loss 0.4521):  55%|█████▌    | 1128/2046 [13:38<11:46,  1.30it/s]
Training 2/3 epoch (loss 0.4245):  55%|█████▌    | 1128/2046 [13:38<11:46,  1.30it/s]
Training 2/3 epoch (loss 0.4245):  55%|█████▌    | 1129/2046 [13:38<11:02,  1.38it/s]
Training 2/3 epoch (loss 0.3722):  55%|█████▌    | 1129/2046 [13:39<11:02,  1.38it/s]
Training 2/3 epoch (loss 0.3722):  55%|█████▌    | 1130/2046 [13:39<10:37,  1.44it/s]
Training 2/3 epoch (loss 0.4145):  55%|█████▌    | 1130/2046 [13:39<10:37,  1.44it/s]
Training 2/3 epoch (loss 0.4145):  55%|█████▌    | 1131/2046 [13:39<10:18,  1.48it/s]
Training 2/3 epoch (loss 0.4789):  55%|█████▌    | 1131/2046 [13:40<10:18,  1.48it/s]
Training 2/3 epoch (loss 0.4789):  55%|█████▌    | 1132/2046 [13:40<10:01,  1.52it/s]
Training 2/3 epoch (loss 0.4283):  55%|█████▌    | 1132/2046 [13:41<10:01,  1.52it/s]
Training 2/3 epoch (loss 0.4283):  55%|█████▌    | 1133/2046 [13:41<10:12,  1.49it/s]
Training 2/3 epoch (loss 0.4734):  55%|█████▌    | 1133/2046 [13:41<10:12,  1.49it/s]
Training 2/3 epoch (loss 0.4734):  55%|█████▌    | 1134/2046 [13:41<09:54,  1.54it/s]
Training 2/3 epoch (loss 0.5716):  55%|█████▌    | 1134/2046 [13:42<09:54,  1.54it/s]
Training 2/3 epoch (loss 0.5716):  55%|█████▌    | 1135/2046 [13:42<09:43,  1.56it/s]
Training 2/3 epoch (loss 0.4554):  55%|█████▌    | 1135/2046 [13:43<09:43,  1.56it/s]
Training 2/3 epoch (loss 0.4554):  56%|█████▌    | 1136/2046 [13:43<10:31,  1.44it/s]
Training 2/3 epoch (loss 0.3081):  56%|█████▌    | 1136/2046 [13:44<10:31,  1.44it/s]
Training 2/3 epoch (loss 0.3081):  56%|█████▌    | 1137/2046 [13:44<10:23,  1.46it/s]
Training 2/3 epoch (loss 0.4563):  56%|█████▌    | 1137/2046 [13:44<10:23,  1.46it/s]
Training 2/3 epoch (loss 0.4563):  56%|█████▌    | 1138/2046 [13:44<10:03,  1.51it/s]
Training 2/3 epoch (loss 0.5435):  56%|█████▌    | 1138/2046 [13:45<10:03,  1.51it/s]
Training 2/3 epoch (loss 0.5435):  56%|█████▌    | 1139/2046 [13:45<09:49,  1.54it/s]
Training 2/3 epoch (loss 0.4330):  56%|█████▌    | 1139/2046 [13:45<09:49,  1.54it/s]
Training 2/3 epoch (loss 0.4330):  56%|█████▌    | 1140/2046 [13:45<09:55,  1.52it/s]
Training 2/3 epoch (loss 0.5430):  56%|█████▌    | 1140/2046 [13:46<09:55,  1.52it/s]
Training 2/3 epoch (loss 0.5430):  56%|█████▌    | 1141/2046 [13:46<09:36,  1.57it/s]
Training 2/3 epoch (loss 0.4078):  56%|█████▌    | 1141/2046 [13:47<09:36,  1.57it/s]
Training 2/3 epoch (loss 0.4078):  56%|█████▌    | 1142/2046 [13:47<09:45,  1.54it/s]
Training 2/3 epoch (loss 0.3394):  56%|█████▌    | 1142/2046 [13:47<09:45,  1.54it/s]
Training 2/3 epoch (loss 0.3394):  56%|█████▌    | 1143/2046 [13:47<10:04,  1.49it/s]
Training 2/3 epoch (loss 0.5203):  56%|█████▌    | 1143/2046 [13:48<10:04,  1.49it/s]
Training 2/3 epoch (loss 0.5203):  56%|█████▌    | 1144/2046 [13:48<11:26,  1.31it/s]
Training 2/3 epoch (loss 0.4311):  56%|█████▌    | 1144/2046 [13:49<11:26,  1.31it/s]
Training 2/3 epoch (loss 0.4311):  56%|█████▌    | 1145/2046 [13:49<11:39,  1.29it/s]
Training 2/3 epoch (loss 0.5201):  56%|█████▌    | 1145/2046 [13:50<11:39,  1.29it/s]
Training 2/3 epoch (loss 0.5201):  56%|█████▌    | 1146/2046 [13:50<11:48,  1.27it/s]
Training 2/3 epoch (loss 0.3413):  56%|█████▌    | 1146/2046 [13:51<11:48,  1.27it/s]
Training 2/3 epoch (loss 0.3413):  56%|█████▌    | 1147/2046 [13:51<10:57,  1.37it/s]
Training 2/3 epoch (loss 0.4818):  56%|█████▌    | 1147/2046 [13:51<10:57,  1.37it/s]
Training 2/3 epoch (loss 0.4818):  56%|█████▌    | 1148/2046 [13:51<10:32,  1.42it/s]
Training 2/3 epoch (loss 0.5130):  56%|█████▌    | 1148/2046 [13:52<10:32,  1.42it/s]
Training 2/3 epoch (loss 0.5130):  56%|█████▌    | 1149/2046 [13:52<10:17,  1.45it/s]
Training 2/3 epoch (loss 0.4204):  56%|█████▌    | 1149/2046 [13:53<10:17,  1.45it/s]
Training 2/3 epoch (loss 0.4204):  56%|█████▌    | 1150/2046 [13:53<11:38,  1.28it/s]
Training 2/3 epoch (loss 0.4330):  56%|█████▌    | 1150/2046 [13:54<11:38,  1.28it/s]
Training 2/3 epoch (loss 0.4330):  56%|█████▋    | 1151/2046 [13:54<10:52,  1.37it/s]
Training 2/3 epoch (loss 0.4585):  56%|█████▋    | 1151/2046 [13:54<10:52,  1.37it/s]
Training 2/3 epoch (loss 0.4585):  56%|█████▋    | 1152/2046 [13:54<11:38,  1.28it/s]
Training 2/3 epoch (loss 0.4127):  56%|█████▋    | 1152/2046 [13:55<11:38,  1.28it/s]
Training 2/3 epoch (loss 0.4127):  56%|█████▋    | 1153/2046 [13:55<11:03,  1.35it/s]
Training 2/3 epoch (loss 0.4489):  56%|█████▋    | 1153/2046 [13:56<11:03,  1.35it/s]
Training 2/3 epoch (loss 0.4489):  56%|█████▋    | 1154/2046 [13:56<10:36,  1.40it/s]
Training 2/3 epoch (loss 0.4081):  56%|█████▋    | 1154/2046 [13:56<10:36,  1.40it/s]
Training 2/3 epoch (loss 0.4081):  56%|█████▋    | 1155/2046 [13:56<10:25,  1.42it/s]
Training 2/3 epoch (loss 0.3303):  56%|█████▋    | 1155/2046 [13:57<10:25,  1.42it/s]
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Training 2/3 epoch (loss 0.4446):  57%|█████▋    | 1156/2046 [13:58<10:09,  1.46it/s]
Training 2/3 epoch (loss 0.4446):  57%|█████▋    | 1157/2046 [13:58<09:49,  1.51it/s]
Training 2/3 epoch (loss 0.4243):  57%|█████▋    | 1157/2046 [13:58<09:49,  1.51it/s]
Training 2/3 epoch (loss 0.4243):  57%|█████▋    | 1158/2046 [13:58<10:38,  1.39it/s]
Training 2/3 epoch (loss 0.4599):  57%|█████▋    | 1158/2046 [13:59<10:38,  1.39it/s]
Training 2/3 epoch (loss 0.4599):  57%|█████▋    | 1159/2046 [13:59<10:35,  1.40it/s]
Training 2/3 epoch (loss 0.4164):  57%|█████▋    | 1159/2046 [14:00<10:35,  1.40it/s]
Training 2/3 epoch (loss 0.4164):  57%|█████▋    | 1160/2046 [14:00<11:00,  1.34it/s]
Training 2/3 epoch (loss 0.5129):  57%|█████▋    | 1160/2046 [14:01<11:00,  1.34it/s]
Training 2/3 epoch (loss 0.5129):  57%|█████▋    | 1161/2046 [14:01<11:05,  1.33it/s]
Training 2/3 epoch (loss 0.4489):  57%|█████▋    | 1161/2046 [14:01<11:05,  1.33it/s]
Training 2/3 epoch (loss 0.4489):  57%|█████▋    | 1162/2046 [14:01<10:39,  1.38it/s]
Training 2/3 epoch (loss 0.4659):  57%|█████▋    | 1162/2046 [14:02<10:39,  1.38it/s]
Training 2/3 epoch (loss 0.4659):  57%|█████▋    | 1163/2046 [14:02<10:08,  1.45it/s]
Training 2/3 epoch (loss 0.4947):  57%|█████▋    | 1163/2046 [14:03<10:08,  1.45it/s]
Training 2/3 epoch (loss 0.4947):  57%|█████▋    | 1164/2046 [14:03<10:03,  1.46it/s]
Training 2/3 epoch (loss 0.4988):  57%|█████▋    | 1164/2046 [14:03<10:03,  1.46it/s]
Training 2/3 epoch (loss 0.4988):  57%|█████▋    | 1165/2046 [14:03<10:07,  1.45it/s]
Training 2/3 epoch (loss 0.4392):  57%|█████▋    | 1165/2046 [14:04<10:07,  1.45it/s]
Training 2/3 epoch (loss 0.4392):  57%|█████▋    | 1166/2046 [14:04<10:30,  1.40it/s]
Training 2/3 epoch (loss 0.5435):  57%|█████▋    | 1166/2046 [14:05<10:30,  1.40it/s]
Training 2/3 epoch (loss 0.5435):  57%|█████▋    | 1167/2046 [14:05<10:06,  1.45it/s]
Training 2/3 epoch (loss 0.2968):  57%|█████▋    | 1167/2046 [14:06<10:06,  1.45it/s]
Training 2/3 epoch (loss 0.2968):  57%|█████▋    | 1168/2046 [14:06<10:46,  1.36it/s]
Training 2/3 epoch (loss 0.4337):  57%|█████▋    | 1168/2046 [14:06<10:46,  1.36it/s]
Training 2/3 epoch (loss 0.4337):  57%|█████▋    | 1169/2046 [14:06<10:39,  1.37it/s]
Training 2/3 epoch (loss 0.4884):  57%|█████▋    | 1169/2046 [14:07<10:39,  1.37it/s]
Training 2/3 epoch (loss 0.4884):  57%|█████▋    | 1170/2046 [14:07<10:58,  1.33it/s]
Training 2/3 epoch (loss 0.4896):  57%|█████▋    | 1170/2046 [14:08<10:58,  1.33it/s]
Training 2/3 epoch (loss 0.4896):  57%|█████▋    | 1171/2046 [14:08<10:33,  1.38it/s]
Training 2/3 epoch (loss 0.3581):  57%|█████▋    | 1171/2046 [14:09<10:33,  1.38it/s]
Training 2/3 epoch (loss 0.3581):  57%|█████▋    | 1172/2046 [14:09<10:17,  1.42it/s]
Training 2/3 epoch (loss 0.4623):  57%|█████▋    | 1172/2046 [14:09<10:17,  1.42it/s]
Training 2/3 epoch (loss 0.4623):  57%|█████▋    | 1173/2046 [14:09<09:50,  1.48it/s]
Training 2/3 epoch (loss 0.4834):  57%|█████▋    | 1173/2046 [14:10<09:50,  1.48it/s]
Training 2/3 epoch (loss 0.4834):  57%|█████▋    | 1174/2046 [14:10<09:33,  1.52it/s]
Training 2/3 epoch (loss 0.5473):  57%|█████▋    | 1174/2046 [14:10<09:33,  1.52it/s]
Training 2/3 epoch (loss 0.5473):  57%|█████▋    | 1175/2046 [14:10<09:31,  1.52it/s]
Training 2/3 epoch (loss 0.6258):  57%|█████▋    | 1175/2046 [14:11<09:31,  1.52it/s]
Training 2/3 epoch (loss 0.6258):  57%|█████▋    | 1176/2046 [14:11<09:57,  1.46it/s]
Training 2/3 epoch (loss 0.3886):  57%|█████▋    | 1176/2046 [14:12<09:57,  1.46it/s]
Training 2/3 epoch (loss 0.3886):  58%|█████▊    | 1177/2046 [14:12<09:52,  1.47it/s]
Training 2/3 epoch (loss 0.4678):  58%|█████▊    | 1177/2046 [14:12<09:52,  1.47it/s]
Training 2/3 epoch (loss 0.4678):  58%|█████▊    | 1178/2046 [14:12<09:37,  1.50it/s]
Training 2/3 epoch (loss 0.4883):  58%|█████▊    | 1178/2046 [14:13<09:37,  1.50it/s]
Training 2/3 epoch (loss 0.4883):  58%|█████▊    | 1179/2046 [14:13<09:35,  1.51it/s]
Training 2/3 epoch (loss 0.6024):  58%|█████▊    | 1179/2046 [14:14<09:35,  1.51it/s]
Training 2/3 epoch (loss 0.6024):  58%|█████▊    | 1180/2046 [14:14<09:23,  1.54it/s]
Training 2/3 epoch (loss 0.6183):  58%|█████▊    | 1180/2046 [14:14<09:23,  1.54it/s]
Training 2/3 epoch (loss 0.6183):  58%|█████▊    | 1181/2046 [14:14<09:12,  1.57it/s]
Training 2/3 epoch (loss 0.5347):  58%|█████▊    | 1181/2046 [14:15<09:12,  1.57it/s]
Training 2/3 epoch (loss 0.5347):  58%|█████▊    | 1182/2046 [14:15<09:45,  1.48it/s]
Training 2/3 epoch (loss 0.4644):  58%|█████▊    | 1182/2046 [14:16<09:45,  1.48it/s]
Training 2/3 epoch (loss 0.4644):  58%|█████▊    | 1183/2046 [14:16<09:56,  1.45it/s]
Training 2/3 epoch (loss 0.5356):  58%|█████▊    | 1183/2046 [14:17<09:56,  1.45it/s]
Training 2/3 epoch (loss 0.5356):  58%|█████▊    | 1184/2046 [14:17<10:14,  1.40it/s]
Training 2/3 epoch (loss 0.5085):  58%|█████▊    | 1184/2046 [14:17<10:14,  1.40it/s]
Training 2/3 epoch (loss 0.5085):  58%|█████▊    | 1185/2046 [14:17<09:53,  1.45it/s]
Training 2/3 epoch (loss 0.5077):  58%|█████▊    | 1185/2046 [14:18<09:53,  1.45it/s]
Training 2/3 epoch (loss 0.5077):  58%|█████▊    | 1186/2046 [14:18<10:12,  1.40it/s]
Training 2/3 epoch (loss 0.4801):  58%|█████▊    | 1186/2046 [14:19<10:12,  1.40it/s]
Training 2/3 epoch (loss 0.4801):  58%|█████▊    | 1187/2046 [14:19<11:26,  1.25it/s]
Training 2/3 epoch (loss 0.5083):  58%|█████▊    | 1187/2046 [14:20<11:26,  1.25it/s]
Training 2/3 epoch (loss 0.5083):  58%|█████▊    | 1188/2046 [14:20<12:20,  1.16it/s]
Training 2/3 epoch (loss 0.4131):  58%|█████▊    | 1188/2046 [14:21<12:20,  1.16it/s]
Training 2/3 epoch (loss 0.4131):  58%|█████▊    | 1189/2046 [14:21<11:37,  1.23it/s]
Training 2/3 epoch (loss 0.5447):  58%|█████▊    | 1189/2046 [14:21<11:37,  1.23it/s]
Training 2/3 epoch (loss 0.5447):  58%|█████▊    | 1190/2046 [14:21<10:44,  1.33it/s]
Training 2/3 epoch (loss 0.5856):  58%|█████▊    | 1190/2046 [14:22<10:44,  1.33it/s]
Training 2/3 epoch (loss 0.5856):  58%|█████▊    | 1191/2046 [14:22<10:49,  1.32it/s]
Training 2/3 epoch (loss 0.4807):  58%|█████▊    | 1191/2046 [14:23<10:49,  1.32it/s]
Training 2/3 epoch (loss 0.4807):  58%|█████▊    | 1192/2046 [14:23<12:17,  1.16it/s]
Training 2/3 epoch (loss 0.4595):  58%|█████▊    | 1192/2046 [14:24<12:17,  1.16it/s]
Training 2/3 epoch (loss 0.4595):  58%|█████▊    | 1193/2046 [14:24<12:21,  1.15it/s]
Training 2/3 epoch (loss 0.4782):  58%|█████▊    | 1193/2046 [14:25<12:21,  1.15it/s]
Training 2/3 epoch (loss 0.4782):  58%|█████▊    | 1194/2046 [14:25<11:49,  1.20it/s]
Training 2/3 epoch (loss 0.6113):  58%|█████▊    | 1194/2046 [14:25<11:49,  1.20it/s]
Training 2/3 epoch (loss 0.6113):  58%|█████▊    | 1195/2046 [14:25<10:50,  1.31it/s]
Training 2/3 epoch (loss 0.6627):  58%|█████▊    | 1195/2046 [14:26<10:50,  1.31it/s]
Training 2/3 epoch (loss 0.6627):  58%|█████▊    | 1196/2046 [14:26<11:41,  1.21it/s]
Training 2/3 epoch (loss 0.4793):  58%|█████▊    | 1196/2046 [14:27<11:41,  1.21it/s]
Training 2/3 epoch (loss 0.4793):  59%|█████▊    | 1197/2046 [14:27<10:54,  1.30it/s]
Training 2/3 epoch (loss 0.4480):  59%|█████▊    | 1197/2046 [14:28<10:54,  1.30it/s]
Training 2/3 epoch (loss 0.4480):  59%|█████▊    | 1198/2046 [14:28<10:09,  1.39it/s]
Training 2/3 epoch (loss 0.3905):  59%|█████▊    | 1198/2046 [14:28<10:09,  1.39it/s]
Training 2/3 epoch (loss 0.3905):  59%|█████▊    | 1199/2046 [14:28<09:54,  1.42it/s]
Training 2/3 epoch (loss 0.5001):  59%|█████▊    | 1199/2046 [14:29<09:54,  1.42it/s]
Training 2/3 epoch (loss 0.5001):  59%|█████▊    | 1200/2046 [14:29<10:46,  1.31it/s]
Training 2/3 epoch (loss 0.4742):  59%|█████▊    | 1200/2046 [14:30<10:46,  1.31it/s]
Training 2/3 epoch (loss 0.4742):  59%|█████▊    | 1201/2046 [14:30<10:44,  1.31it/s]
Training 2/3 epoch (loss 0.5982):  59%|█████▊    | 1201/2046 [14:31<10:44,  1.31it/s]
Training 2/3 epoch (loss 0.5982):  59%|█████▊    | 1202/2046 [14:31<10:30,  1.34it/s]
Training 2/3 epoch (loss 0.4343):  59%|█████▊    | 1202/2046 [14:31<10:30,  1.34it/s]
Training 2/3 epoch (loss 0.4343):  59%|█████▉    | 1203/2046 [14:31<10:12,  1.38it/s]
Training 2/3 epoch (loss 0.6795):  59%|█████▉    | 1203/2046 [14:32<10:12,  1.38it/s]
Training 2/3 epoch (loss 0.6795):  59%|█████▉    | 1204/2046 [14:32<09:49,  1.43it/s]
Training 2/3 epoch (loss 0.4447):  59%|█████▉    | 1204/2046 [14:33<09:49,  1.43it/s]
Training 2/3 epoch (loss 0.4447):  59%|█████▉    | 1205/2046 [14:33<09:48,  1.43it/s]
Training 2/3 epoch (loss 0.4876):  59%|█████▉    | 1205/2046 [14:33<09:48,  1.43it/s]
Training 2/3 epoch (loss 0.4876):  59%|█████▉    | 1206/2046 [14:33<10:08,  1.38it/s]
Training 2/3 epoch (loss 0.5647):  59%|█████▉    | 1206/2046 [14:34<10:08,  1.38it/s]
Training 2/3 epoch (loss 0.5647):  59%|█████▉    | 1207/2046 [14:34<09:49,  1.42it/s]
Training 2/3 epoch (loss 0.5293):  59%|█████▉    | 1207/2046 [14:35<09:49,  1.42it/s]
Training 2/3 epoch (loss 0.5293):  59%|█████▉    | 1208/2046 [14:35<11:17,  1.24it/s]
Training 2/3 epoch (loss 0.5423):  59%|█████▉    | 1208/2046 [14:36<11:17,  1.24it/s]
Training 2/3 epoch (loss 0.5423):  59%|█████▉    | 1209/2046 [14:36<10:32,  1.32it/s]
Training 2/3 epoch (loss 0.5288):  59%|█████▉    | 1209/2046 [14:37<10:32,  1.32it/s]
Training 2/3 epoch (loss 0.5288):  59%|█████▉    | 1210/2046 [14:37<10:17,  1.35it/s]
Training 2/3 epoch (loss 0.4307):  59%|█████▉    | 1210/2046 [14:37<10:17,  1.35it/s]
Training 2/3 epoch (loss 0.4307):  59%|█████▉    | 1211/2046 [14:37<09:48,  1.42it/s]
Training 2/3 epoch (loss 0.5037):  59%|█████▉    | 1211/2046 [14:38<09:48,  1.42it/s]
Training 2/3 epoch (loss 0.5037):  59%|█████▉    | 1212/2046 [14:38<09:38,  1.44it/s]
Training 2/3 epoch (loss 0.4582):  59%|█████▉    | 1212/2046 [14:39<09:38,  1.44it/s]
Training 2/3 epoch (loss 0.4582):  59%|█████▉    | 1213/2046 [14:39<10:03,  1.38it/s]
Training 2/3 epoch (loss 0.5535):  59%|█████▉    | 1213/2046 [14:39<10:03,  1.38it/s]
Training 2/3 epoch (loss 0.5535):  59%|█████▉    | 1214/2046 [14:39<09:59,  1.39it/s]
Training 2/3 epoch (loss 0.4434):  59%|█████▉    | 1214/2046 [14:40<09:59,  1.39it/s]
Training 2/3 epoch (loss 0.4434):  59%|█████▉    | 1215/2046 [14:40<09:33,  1.45it/s]
Training 2/3 epoch (loss 0.4110):  59%|█████▉    | 1215/2046 [14:41<09:33,  1.45it/s]
Training 2/3 epoch (loss 0.4110):  59%|█████▉    | 1216/2046 [14:41<09:44,  1.42it/s]
Training 2/3 epoch (loss 0.5174):  59%|█████▉    | 1216/2046 [14:41<09:44,  1.42it/s]
Training 2/3 epoch (loss 0.5174):  59%|█████▉    | 1217/2046 [14:41<09:26,  1.46it/s]
Training 2/3 epoch (loss 0.3013):  59%|█████▉    | 1217/2046 [14:42<09:26,  1.46it/s]
Training 2/3 epoch (loss 0.3013):  60%|█████▉    | 1218/2046 [14:42<09:31,  1.45it/s]
Training 2/3 epoch (loss 0.4510):  60%|█████▉    | 1218/2046 [14:43<09:31,  1.45it/s]
Training 2/3 epoch (loss 0.4510):  60%|█████▉    | 1219/2046 [14:43<09:24,  1.46it/s]
Training 2/3 epoch (loss 0.3405):  60%|█████▉    | 1219/2046 [14:43<09:24,  1.46it/s]
Training 2/3 epoch (loss 0.3405):  60%|█████▉    | 1220/2046 [14:43<09:11,  1.50it/s]
Training 2/3 epoch (loss 0.5022):  60%|█████▉    | 1220/2046 [14:44<09:11,  1.50it/s]
Training 2/3 epoch (loss 0.5022):  60%|█████▉    | 1221/2046 [14:44<09:15,  1.49it/s]
Training 2/3 epoch (loss 0.4882):  60%|█████▉    | 1221/2046 [14:45<09:15,  1.49it/s]
Training 2/3 epoch (loss 0.4882):  60%|█████▉    | 1222/2046 [14:45<08:58,  1.53it/s]
Training 2/3 epoch (loss 0.4836):  60%|█████▉    | 1222/2046 [14:45<08:58,  1.53it/s]
Training 2/3 epoch (loss 0.4836):  60%|█████▉    | 1223/2046 [14:45<09:43,  1.41it/s]
Training 2/3 epoch (loss 0.5751):  60%|█████▉    | 1223/2046 [14:46<09:43,  1.41it/s]
Training 2/3 epoch (loss 0.5751):  60%|█████▉    | 1224/2046 [14:46<09:54,  1.38it/s]
Training 2/3 epoch (loss 0.5634):  60%|█████▉    | 1224/2046 [14:47<09:54,  1.38it/s]
Training 2/3 epoch (loss 0.5634):  60%|█████▉    | 1225/2046 [14:47<09:53,  1.38it/s]
Training 2/3 epoch (loss 0.4896):  60%|█████▉    | 1225/2046 [14:48<09:53,  1.38it/s]
Training 2/3 epoch (loss 0.4896):  60%|█████▉    | 1226/2046 [14:48<09:37,  1.42it/s]
Training 2/3 epoch (loss 0.4798):  60%|█████▉    | 1226/2046 [14:49<09:37,  1.42it/s]
Training 2/3 epoch (loss 0.4798):  60%|█████▉    | 1227/2046 [14:49<10:55,  1.25it/s]
Training 2/3 epoch (loss 0.5577):  60%|█████▉    | 1227/2046 [14:49<10:55,  1.25it/s]
Training 2/3 epoch (loss 0.5577):  60%|██████    | 1228/2046 [14:49<10:25,  1.31it/s]
Training 2/3 epoch (loss 0.4834):  60%|██████    | 1228/2046 [14:50<10:25,  1.31it/s]
Training 2/3 epoch (loss 0.4834):  60%|██████    | 1229/2046 [14:50<11:50,  1.15it/s]
Training 2/3 epoch (loss 0.4534):  60%|██████    | 1229/2046 [14:51<11:50,  1.15it/s]
Training 2/3 epoch (loss 0.4534):  60%|██████    | 1230/2046 [14:51<11:04,  1.23it/s]
Training 2/3 epoch (loss 0.5182):  60%|██████    | 1230/2046 [14:52<11:04,  1.23it/s]
Training 2/3 epoch (loss 0.5182):  60%|██████    | 1231/2046 [14:52<10:37,  1.28it/s]
Training 2/3 epoch (loss 0.5737):  60%|██████    | 1231/2046 [14:53<10:37,  1.28it/s]
Training 2/3 epoch (loss 0.5737):  60%|██████    | 1232/2046 [14:53<11:00,  1.23it/s]
Training 2/3 epoch (loss 0.4392):  60%|██████    | 1232/2046 [14:54<11:00,  1.23it/s]
Training 2/3 epoch (loss 0.4392):  60%|██████    | 1233/2046 [14:54<11:23,  1.19it/s]
Training 2/3 epoch (loss 0.4750):  60%|██████    | 1233/2046 [14:54<11:23,  1.19it/s]
Training 2/3 epoch (loss 0.4750):  60%|██████    | 1234/2046 [14:54<11:17,  1.20it/s]
Training 2/3 epoch (loss 0.4766):  60%|██████    | 1234/2046 [14:55<11:17,  1.20it/s]
Training 2/3 epoch (loss 0.4766):  60%|██████    | 1235/2046 [14:55<11:30,  1.17it/s]
Training 2/3 epoch (loss 0.5145):  60%|██████    | 1235/2046 [14:56<11:30,  1.17it/s]
Training 2/3 epoch (loss 0.5145):  60%|██████    | 1236/2046 [14:56<10:35,  1.27it/s]
Training 2/3 epoch (loss 0.4084):  60%|██████    | 1236/2046 [14:57<10:35,  1.27it/s]
Training 2/3 epoch (loss 0.4084):  60%|██████    | 1237/2046 [14:57<10:52,  1.24it/s]
Training 2/3 epoch (loss 0.5864):  60%|██████    | 1237/2046 [14:57<10:52,  1.24it/s]
Training 2/3 epoch (loss 0.5864):  61%|██████    | 1238/2046 [14:57<10:27,  1.29it/s]
Training 2/3 epoch (loss 0.5555):  61%|██████    | 1238/2046 [14:58<10:27,  1.29it/s]
Training 2/3 epoch (loss 0.5555):  61%|██████    | 1239/2046 [14:58<09:52,  1.36it/s]
Training 2/3 epoch (loss 0.5714):  61%|██████    | 1239/2046 [14:59<09:52,  1.36it/s]
Training 2/3 epoch (loss 0.5714):  61%|██████    | 1240/2046 [14:59<10:06,  1.33it/s]
Training 2/3 epoch (loss 0.4451):  61%|██████    | 1240/2046 [15:00<10:06,  1.33it/s]
Training 2/3 epoch (loss 0.4451):  61%|██████    | 1241/2046 [15:00<10:56,  1.23it/s]
Training 2/3 epoch (loss 0.5561):  61%|██████    | 1241/2046 [15:01<10:56,  1.23it/s]
Training 2/3 epoch (loss 0.5561):  61%|██████    | 1242/2046 [15:01<10:12,  1.31it/s]
Training 2/3 epoch (loss 0.3914):  61%|██████    | 1242/2046 [15:01<10:12,  1.31it/s]
Training 2/3 epoch (loss 0.3914):  61%|██████    | 1243/2046 [15:01<09:55,  1.35it/s]
Training 2/3 epoch (loss 0.3378):  61%|██████    | 1243/2046 [15:02<09:55,  1.35it/s]
Training 2/3 epoch (loss 0.3378):  61%|██████    | 1244/2046 [15:02<09:36,  1.39it/s]
Training 2/3 epoch (loss 0.4133):  61%|██████    | 1244/2046 [15:03<09:36,  1.39it/s]
Training 2/3 epoch (loss 0.4133):  61%|██████    | 1245/2046 [15:03<09:15,  1.44it/s]
Training 2/3 epoch (loss 0.3820):  61%|██████    | 1245/2046 [15:03<09:15,  1.44it/s]
Training 2/3 epoch (loss 0.3820):  61%|██████    | 1246/2046 [15:03<08:57,  1.49it/s]
Training 2/3 epoch (loss 0.4168):  61%|██████    | 1246/2046 [15:04<08:57,  1.49it/s]
Training 2/3 epoch (loss 0.4168):  61%|██████    | 1247/2046 [15:04<08:49,  1.51it/s]
Training 2/3 epoch (loss 0.4314):  61%|██████    | 1247/2046 [15:05<08:49,  1.51it/s]
Training 2/3 epoch (loss 0.4314):  61%|██████    | 1248/2046 [15:05<09:15,  1.44it/s]
Training 2/3 epoch (loss 0.4768):  61%|██████    | 1248/2046 [15:05<09:15,  1.44it/s]
Training 2/3 epoch (loss 0.4768):  61%|██████    | 1249/2046 [15:05<08:56,  1.49it/s]
Training 2/3 epoch (loss 0.4696):  61%|██████    | 1249/2046 [15:06<08:56,  1.49it/s]
Training 2/3 epoch (loss 0.4696):  61%|██████    | 1250/2046 [15:06<08:47,  1.51it/s]
Training 2/3 epoch (loss 0.5172):  61%|██████    | 1250/2046 [15:06<08:47,  1.51it/s]
Training 2/3 epoch (loss 0.5172):  61%|██████    | 1251/2046 [15:06<08:37,  1.54it/s]
Training 2/3 epoch (loss 0.5829):  61%|██████    | 1251/2046 [15:07<08:37,  1.54it/s]
Training 2/3 epoch (loss 0.5829):  61%|██████    | 1252/2046 [15:07<09:04,  1.46it/s]
Training 2/3 epoch (loss 0.5182):  61%|██████    | 1252/2046 [15:08<09:04,  1.46it/s]
Training 2/3 epoch (loss 0.5182):  61%|██████    | 1253/2046 [15:08<08:59,  1.47it/s]
Training 2/3 epoch (loss 0.5731):  61%|██████    | 1253/2046 [15:09<08:59,  1.47it/s]
Training 2/3 epoch (loss 0.5731):  61%|██████▏   | 1254/2046 [15:09<09:58,  1.32it/s]
Training 2/3 epoch (loss 0.4139):  61%|██████▏   | 1254/2046 [15:09<09:58,  1.32it/s]
Training 2/3 epoch (loss 0.4139):  61%|██████▏   | 1255/2046 [15:09<09:26,  1.40it/s]
Training 2/3 epoch (loss 0.4518):  61%|██████▏   | 1255/2046 [15:10<09:26,  1.40it/s]
Training 2/3 epoch (loss 0.4518):  61%|██████▏   | 1256/2046 [15:10<10:00,  1.32it/s]
Training 2/3 epoch (loss 0.4520):  61%|██████▏   | 1256/2046 [15:11<10:00,  1.32it/s]
Training 2/3 epoch (loss 0.4520):  61%|██████▏   | 1257/2046 [15:11<09:49,  1.34it/s]
Training 2/3 epoch (loss 0.5138):  61%|██████▏   | 1257/2046 [15:12<09:49,  1.34it/s]
Training 2/3 epoch (loss 0.5138):  61%|██████▏   | 1258/2046 [15:12<09:35,  1.37it/s]
Training 2/3 epoch (loss 0.5692):  61%|██████▏   | 1258/2046 [15:12<09:35,  1.37it/s]
Training 2/3 epoch (loss 0.5692):  62%|██████▏   | 1259/2046 [15:12<09:47,  1.34it/s]
Training 2/3 epoch (loss 0.5335):  62%|██████▏   | 1259/2046 [15:13<09:47,  1.34it/s]
Training 2/3 epoch (loss 0.5335):  62%|██████▏   | 1260/2046 [15:13<09:20,  1.40it/s]
Training 2/3 epoch (loss 0.4423):  62%|██████▏   | 1260/2046 [15:14<09:20,  1.40it/s]
Training 2/3 epoch (loss 0.4423):  62%|██████▏   | 1261/2046 [15:14<08:56,  1.46it/s]
Training 2/3 epoch (loss 0.5425):  62%|██████▏   | 1261/2046 [15:14<08:56,  1.46it/s]
Training 2/3 epoch (loss 0.5425):  62%|██████▏   | 1262/2046 [15:14<09:12,  1.42it/s]
Training 2/3 epoch (loss 0.4840):  62%|██████▏   | 1262/2046 [15:15<09:12,  1.42it/s]
Training 2/3 epoch (loss 0.4840):  62%|██████▏   | 1263/2046 [15:15<09:10,  1.42it/s]
Training 2/3 epoch (loss 0.4076):  62%|██████▏   | 1263/2046 [15:16<09:10,  1.42it/s]
Training 2/3 epoch (loss 0.4076):  62%|██████▏   | 1264/2046 [15:16<10:03,  1.30it/s]
Training 2/3 epoch (loss 0.4653):  62%|██████▏   | 1264/2046 [15:17<10:03,  1.30it/s]
Training 2/3 epoch (loss 0.4653):  62%|██████▏   | 1265/2046 [15:17<09:25,  1.38it/s]
Training 2/3 epoch (loss 0.4780):  62%|██████▏   | 1265/2046 [15:17<09:25,  1.38it/s]
Training 2/3 epoch (loss 0.4780):  62%|██████▏   | 1266/2046 [15:17<09:00,  1.44it/s]
Training 2/3 epoch (loss 0.3801):  62%|██████▏   | 1266/2046 [15:18<09:00,  1.44it/s]
Training 2/3 epoch (loss 0.3801):  62%|██████▏   | 1267/2046 [15:18<10:01,  1.29it/s]
Training 2/3 epoch (loss 0.5112):  62%|██████▏   | 1267/2046 [15:19<10:01,  1.29it/s]
Training 2/3 epoch (loss 0.5112):  62%|██████▏   | 1268/2046 [15:19<10:49,  1.20it/s]
Training 2/3 epoch (loss 0.6312):  62%|██████▏   | 1268/2046 [15:20<10:49,  1.20it/s]
Training 2/3 epoch (loss 0.6312):  62%|██████▏   | 1269/2046 [15:20<10:22,  1.25it/s]
Training 2/3 epoch (loss 0.5197):  62%|██████▏   | 1269/2046 [15:21<10:22,  1.25it/s]
Training 2/3 epoch (loss 0.5197):  62%|██████▏   | 1270/2046 [15:21<10:08,  1.28it/s]
Training 2/3 epoch (loss 0.4278):  62%|██████▏   | 1270/2046 [15:21<10:08,  1.28it/s]
Training 2/3 epoch (loss 0.4278):  62%|██████▏   | 1271/2046 [15:21<09:35,  1.35it/s]
Training 2/3 epoch (loss 0.6150):  62%|██████▏   | 1271/2046 [15:22<09:35,  1.35it/s]
Training 2/3 epoch (loss 0.6150):  62%|██████▏   | 1272/2046 [15:22<09:33,  1.35it/s]
Training 2/3 epoch (loss 0.5012):  62%|██████▏   | 1272/2046 [15:23<09:33,  1.35it/s]
Training 2/3 epoch (loss 0.5012):  62%|██████▏   | 1273/2046 [15:23<09:19,  1.38it/s]
Training 2/3 epoch (loss 0.4887):  62%|██████▏   | 1273/2046 [15:23<09:19,  1.38it/s]
Training 2/3 epoch (loss 0.4887):  62%|██████▏   | 1274/2046 [15:23<08:50,  1.45it/s]
Training 2/3 epoch (loss 0.4422):  62%|██████▏   | 1274/2046 [15:24<08:50,  1.45it/s]
Training 2/3 epoch (loss 0.4422):  62%|██████▏   | 1275/2046 [15:24<09:14,  1.39it/s]
Training 2/3 epoch (loss 0.3503):  62%|██████▏   | 1275/2046 [15:25<09:14,  1.39it/s]
Training 2/3 epoch (loss 0.3503):  62%|██████▏   | 1276/2046 [15:25<09:09,  1.40it/s]
Training 2/3 epoch (loss 0.3741):  62%|██████▏   | 1276/2046 [15:26<09:09,  1.40it/s]
Training 2/3 epoch (loss 0.3741):  62%|██████▏   | 1277/2046 [15:26<09:02,  1.42it/s]
Training 2/3 epoch (loss 0.4139):  62%|██████▏   | 1277/2046 [15:26<09:02,  1.42it/s]
Training 2/3 epoch (loss 0.4139):  62%|██████▏   | 1278/2046 [15:26<08:58,  1.43it/s]
Training 2/3 epoch (loss 0.4356):  62%|██████▏   | 1278/2046 [15:27<08:58,  1.43it/s]
Training 2/3 epoch (loss 0.4356):  63%|██████▎   | 1279/2046 [15:27<09:01,  1.42it/s]
Training 2/3 epoch (loss 0.3832):  63%|██████▎   | 1279/2046 [15:28<09:01,  1.42it/s]
Training 2/3 epoch (loss 0.3832):  63%|██████▎   | 1280/2046 [15:28<09:38,  1.32it/s]
Training 2/3 epoch (loss 0.4994):  63%|██████▎   | 1280/2046 [15:29<09:38,  1.32it/s]
Training 2/3 epoch (loss 0.4994):  63%|██████▎   | 1281/2046 [15:29<09:48,  1.30it/s]
Training 2/3 epoch (loss 0.5061):  63%|██████▎   | 1281/2046 [15:29<09:48,  1.30it/s]
Training 2/3 epoch (loss 0.5061):  63%|██████▎   | 1282/2046 [15:29<09:19,  1.37it/s]
Training 2/3 epoch (loss 0.4229):  63%|██████▎   | 1282/2046 [15:30<09:19,  1.37it/s]
Training 2/3 epoch (loss 0.4229):  63%|██████▎   | 1283/2046 [15:30<09:04,  1.40it/s]
Training 2/3 epoch (loss 0.5792):  63%|██████▎   | 1283/2046 [15:31<09:04,  1.40it/s]
Training 2/3 epoch (loss 0.5792):  63%|██████▎   | 1284/2046 [15:31<08:51,  1.43it/s]
Training 2/3 epoch (loss 0.4296):  63%|██████▎   | 1284/2046 [15:32<08:51,  1.43it/s]
Training 2/3 epoch (loss 0.4296):  63%|██████▎   | 1285/2046 [15:32<09:42,  1.31it/s]
Training 2/3 epoch (loss 0.4783):  63%|██████▎   | 1285/2046 [15:32<09:42,  1.31it/s]
Training 2/3 epoch (loss 0.4783):  63%|██████▎   | 1286/2046 [15:32<09:29,  1.33it/s]
Training 2/3 epoch (loss 0.3948):  63%|██████▎   | 1286/2046 [15:33<09:29,  1.33it/s]
Training 2/3 epoch (loss 0.3948):  63%|██████▎   | 1287/2046 [15:33<09:00,  1.40it/s]
Training 2/3 epoch (loss 0.4326):  63%|██████▎   | 1287/2046 [15:34<09:00,  1.40it/s]
Training 2/3 epoch (loss 0.4326):  63%|██████▎   | 1288/2046 [15:34<09:39,  1.31it/s]
Training 2/3 epoch (loss 0.4893):  63%|██████▎   | 1288/2046 [15:34<09:39,  1.31it/s]
Training 2/3 epoch (loss 0.4893):  63%|██████▎   | 1289/2046 [15:34<09:10,  1.37it/s]
Training 2/3 epoch (loss 0.4783):  63%|██████▎   | 1289/2046 [15:35<09:10,  1.37it/s]
Training 2/3 epoch (loss 0.4783):  63%|██████▎   | 1290/2046 [15:35<08:53,  1.42it/s]
Training 2/3 epoch (loss 0.3582):  63%|██████▎   | 1290/2046 [15:36<08:53,  1.42it/s]
Training 2/3 epoch (loss 0.3582):  63%|██████▎   | 1291/2046 [15:36<09:09,  1.37it/s]
Training 2/3 epoch (loss 0.5672):  63%|██████▎   | 1291/2046 [15:37<09:09,  1.37it/s]
Training 2/3 epoch (loss 0.5672):  63%|██████▎   | 1292/2046 [15:37<09:05,  1.38it/s]
Training 2/3 epoch (loss 0.5045):  63%|██████▎   | 1292/2046 [15:37<09:05,  1.38it/s]
Training 2/3 epoch (loss 0.5045):  63%|██████▎   | 1293/2046 [15:37<08:39,  1.45it/s]
Training 2/3 epoch (loss 0.4254):  63%|██████▎   | 1293/2046 [15:38<08:39,  1.45it/s]
Training 2/3 epoch (loss 0.4254):  63%|██████▎   | 1294/2046 [15:38<08:21,  1.50it/s]
Training 2/3 epoch (loss 0.3811):  63%|██████▎   | 1294/2046 [15:38<08:21,  1.50it/s]
Training 2/3 epoch (loss 0.3811):  63%|██████▎   | 1295/2046 [15:39<08:22,  1.50it/s]
Training 2/3 epoch (loss 0.3936):  63%|██████▎   | 1295/2046 [15:39<08:22,  1.50it/s]
Training 2/3 epoch (loss 0.3936):  63%|██████▎   | 1296/2046 [15:39<08:39,  1.44it/s]
Training 2/3 epoch (loss 0.4476):  63%|██████▎   | 1296/2046 [15:40<08:39,  1.44it/s]
Training 2/3 epoch (loss 0.4476):  63%|██████▎   | 1297/2046 [15:40<08:26,  1.48it/s]
Training 2/3 epoch (loss 0.4124):  63%|██████▎   | 1297/2046 [15:41<08:26,  1.48it/s]
Training 2/3 epoch (loss 0.4124):  63%|██████▎   | 1298/2046 [15:41<08:35,  1.45it/s]
Training 2/3 epoch (loss 0.4562):  63%|██████▎   | 1298/2046 [15:41<08:35,  1.45it/s]
Training 2/3 epoch (loss 0.4562):  63%|██████▎   | 1299/2046 [15:41<08:12,  1.52it/s]
Training 2/3 epoch (loss 0.4403):  63%|██████▎   | 1299/2046 [15:42<08:12,  1.52it/s]
Training 2/3 epoch (loss 0.4403):  64%|██████▎   | 1300/2046 [15:42<08:09,  1.52it/s]
Training 2/3 epoch (loss 0.3817):  64%|██████▎   | 1300/2046 [15:42<08:09,  1.52it/s]
Training 2/3 epoch (loss 0.3817):  64%|██████▎   | 1301/2046 [15:42<07:58,  1.56it/s]
Training 2/3 epoch (loss 0.3765):  64%|██████▎   | 1301/2046 [15:43<07:58,  1.56it/s]
Training 2/3 epoch (loss 0.3765):  64%|██████▎   | 1302/2046 [15:43<08:04,  1.54it/s]
Training 2/3 epoch (loss 0.5555):  64%|██████▎   | 1302/2046 [15:44<08:04,  1.54it/s]
Training 2/3 epoch (loss 0.5555):  64%|██████▎   | 1303/2046 [15:44<07:54,  1.57it/s]
Training 2/3 epoch (loss 0.4047):  64%|██████▎   | 1303/2046 [15:45<07:54,  1.57it/s]
Training 2/3 epoch (loss 0.4047):  64%|██████▎   | 1304/2046 [15:45<08:24,  1.47it/s]
Training 2/3 epoch (loss 0.3407):  64%|██████▎   | 1304/2046 [15:45<08:24,  1.47it/s]
Training 2/3 epoch (loss 0.3407):  64%|██████▍   | 1305/2046 [15:45<08:34,  1.44it/s]
Training 2/3 epoch (loss 0.4801):  64%|██████▍   | 1305/2046 [15:46<08:34,  1.44it/s]
Training 2/3 epoch (loss 0.4801):  64%|██████▍   | 1306/2046 [15:46<08:33,  1.44it/s]
Training 2/3 epoch (loss 0.4592):  64%|██████▍   | 1306/2046 [15:47<08:33,  1.44it/s]
Training 2/3 epoch (loss 0.4592):  64%|██████▍   | 1307/2046 [15:47<08:14,  1.50it/s]
Training 2/3 epoch (loss 0.4148):  64%|██████▍   | 1307/2046 [15:47<08:14,  1.50it/s]
Training 2/3 epoch (loss 0.4148):  64%|██████▍   | 1308/2046 [15:47<09:05,  1.35it/s]
Training 2/3 epoch (loss 0.5147):  64%|██████▍   | 1308/2046 [15:48<09:05,  1.35it/s]
Training 2/3 epoch (loss 0.5147):  64%|██████▍   | 1309/2046 [15:48<09:25,  1.30it/s]
Training 2/3 epoch (loss 0.4547):  64%|██████▍   | 1309/2046 [15:49<09:25,  1.30it/s]
Training 2/3 epoch (loss 0.4547):  64%|██████▍   | 1310/2046 [15:49<09:59,  1.23it/s]
Training 2/3 epoch (loss 0.4193):  64%|██████▍   | 1310/2046 [15:50<09:59,  1.23it/s]
Training 2/3 epoch (loss 0.4193):  64%|██████▍   | 1311/2046 [15:50<09:53,  1.24it/s]
Training 2/3 epoch (loss 0.4167):  64%|██████▍   | 1311/2046 [15:51<09:53,  1.24it/s]
Training 2/3 epoch (loss 0.4167):  64%|██████▍   | 1312/2046 [15:51<09:51,  1.24it/s]
Training 2/3 epoch (loss 0.4178):  64%|██████▍   | 1312/2046 [15:51<09:51,  1.24it/s]
Training 2/3 epoch (loss 0.4178):  64%|██████▍   | 1313/2046 [15:51<09:14,  1.32it/s]
Training 2/3 epoch (loss 0.4029):  64%|██████▍   | 1313/2046 [15:52<09:14,  1.32it/s]
Training 2/3 epoch (loss 0.4029):  64%|██████▍   | 1314/2046 [15:52<08:44,  1.40it/s]
Training 2/3 epoch (loss 0.5749):  64%|██████▍   | 1314/2046 [15:53<08:44,  1.40it/s]
Training 2/3 epoch (loss 0.5749):  64%|██████▍   | 1315/2046 [15:53<08:29,  1.43it/s]
Training 2/3 epoch (loss 0.4231):  64%|██████▍   | 1315/2046 [15:53<08:29,  1.43it/s]
Training 2/3 epoch (loss 0.4231):  64%|██████▍   | 1316/2046 [15:53<08:26,  1.44it/s]
Training 2/3 epoch (loss 0.5115):  64%|██████▍   | 1316/2046 [15:54<08:26,  1.44it/s]
Training 2/3 epoch (loss 0.5115):  64%|██████▍   | 1317/2046 [15:54<08:51,  1.37it/s]
Training 2/3 epoch (loss 0.4759):  64%|██████▍   | 1317/2046 [15:55<08:51,  1.37it/s]
Training 2/3 epoch (loss 0.4759):  64%|██████▍   | 1318/2046 [15:55<08:42,  1.39it/s]
Training 2/3 epoch (loss 0.3609):  64%|██████▍   | 1318/2046 [15:56<08:42,  1.39it/s]
Training 2/3 epoch (loss 0.3609):  64%|██████▍   | 1319/2046 [15:56<08:29,  1.43it/s]
Training 2/3 epoch (loss 0.4957):  64%|██████▍   | 1319/2046 [15:56<08:29,  1.43it/s]
Training 2/3 epoch (loss 0.4957):  65%|██████▍   | 1320/2046 [15:56<08:55,  1.35it/s]
Training 2/3 epoch (loss 0.5276):  65%|██████▍   | 1320/2046 [15:57<08:55,  1.35it/s]
Training 2/3 epoch (loss 0.5276):  65%|██████▍   | 1321/2046 [15:57<08:47,  1.37it/s]
Training 2/3 epoch (loss 0.5439):  65%|██████▍   | 1321/2046 [15:58<08:47,  1.37it/s]
Training 2/3 epoch (loss 0.5439):  65%|██████▍   | 1322/2046 [15:58<08:50,  1.37it/s]
Training 2/3 epoch (loss 0.4319):  65%|██████▍   | 1322/2046 [15:59<08:50,  1.37it/s]
Training 2/3 epoch (loss 0.4319):  65%|██████▍   | 1323/2046 [15:59<08:34,  1.40it/s]
Training 2/3 epoch (loss 0.4436):  65%|██████▍   | 1323/2046 [15:59<08:34,  1.40it/s]
Training 2/3 epoch (loss 0.4436):  65%|██████▍   | 1324/2046 [15:59<08:26,  1.42it/s]
Training 2/3 epoch (loss 0.5063):  65%|██████▍   | 1324/2046 [16:00<08:26,  1.42it/s]
Training 2/3 epoch (loss 0.5063):  65%|██████▍   | 1325/2046 [16:00<08:31,  1.41it/s]
Training 2/3 epoch (loss 0.4217):  65%|██████▍   | 1325/2046 [16:01<08:31,  1.41it/s]
Training 2/3 epoch (loss 0.4217):  65%|██████▍   | 1326/2046 [16:01<08:18,  1.44it/s]
Training 2/3 epoch (loss 0.5651):  65%|██████▍   | 1326/2046 [16:01<08:18,  1.44it/s]
Training 2/3 epoch (loss 0.5651):  65%|██████▍   | 1327/2046 [16:01<08:05,  1.48it/s]
Training 2/3 epoch (loss 0.3914):  65%|██████▍   | 1327/2046 [16:02<08:05,  1.48it/s]
Training 2/3 epoch (loss 0.3914):  65%|██████▍   | 1328/2046 [16:02<08:54,  1.34it/s]
Training 2/3 epoch (loss 0.3916):  65%|██████▍   | 1328/2046 [16:03<08:54,  1.34it/s]
Training 2/3 epoch (loss 0.3916):  65%|██████▍   | 1329/2046 [16:03<08:30,  1.41it/s]
Training 2/3 epoch (loss 0.4645):  65%|██████▍   | 1329/2046 [16:04<08:30,  1.41it/s]
Training 2/3 epoch (loss 0.4645):  65%|██████▌   | 1330/2046 [16:04<08:44,  1.36it/s]
Training 2/3 epoch (loss 0.5017):  65%|██████▌   | 1330/2046 [16:04<08:44,  1.36it/s]
Training 2/3 epoch (loss 0.5017):  65%|██████▌   | 1331/2046 [16:04<08:47,  1.36it/s]
Training 2/3 epoch (loss 0.5828):  65%|██████▌   | 1331/2046 [16:05<08:47,  1.36it/s]
Training 2/3 epoch (loss 0.5828):  65%|██████▌   | 1332/2046 [16:05<08:22,  1.42it/s]
Training 2/3 epoch (loss 0.5591):  65%|██████▌   | 1332/2046 [16:06<08:22,  1.42it/s]
Training 2/3 epoch (loss 0.5591):  65%|██████▌   | 1333/2046 [16:06<08:05,  1.47it/s]
Training 2/3 epoch (loss 0.4966):  65%|██████▌   | 1333/2046 [16:06<08:05,  1.47it/s]
Training 2/3 epoch (loss 0.4966):  65%|██████▌   | 1334/2046 [16:06<08:27,  1.40it/s]
Training 2/3 epoch (loss 0.5149):  65%|██████▌   | 1334/2046 [16:07<08:27,  1.40it/s]
Training 2/3 epoch (loss 0.5149):  65%|██████▌   | 1335/2046 [16:07<08:07,  1.46it/s]
Training 2/3 epoch (loss 0.4821):  65%|██████▌   | 1335/2046 [16:08<08:07,  1.46it/s]
Training 2/3 epoch (loss 0.4821):  65%|██████▌   | 1336/2046 [16:08<08:32,  1.38it/s]
Training 2/3 epoch (loss 0.3862):  65%|██████▌   | 1336/2046 [16:08<08:32,  1.38it/s]
Training 2/3 epoch (loss 0.3862):  65%|██████▌   | 1337/2046 [16:08<08:10,  1.44it/s]
Training 2/3 epoch (loss 0.4043):  65%|██████▌   | 1337/2046 [16:09<08:10,  1.44it/s]
Training 2/3 epoch (loss 0.4043):  65%|██████▌   | 1338/2046 [16:09<08:22,  1.41it/s]
Training 2/3 epoch (loss 0.4436):  65%|██████▌   | 1338/2046 [16:10<08:22,  1.41it/s]
Training 2/3 epoch (loss 0.4436):  65%|██████▌   | 1339/2046 [16:10<08:05,  1.46it/s]
Training 2/3 epoch (loss 0.4659):  65%|██████▌   | 1339/2046 [16:10<08:05,  1.46it/s]
Training 2/3 epoch (loss 0.4659):  65%|██████▌   | 1340/2046 [16:10<07:58,  1.47it/s]
Training 2/3 epoch (loss 0.3898):  65%|██████▌   | 1340/2046 [16:11<07:58,  1.47it/s]
Training 2/3 epoch (loss 0.3898):  66%|██████▌   | 1341/2046 [16:11<08:03,  1.46it/s]
Training 2/3 epoch (loss 0.5694):  66%|██████▌   | 1341/2046 [16:12<08:03,  1.46it/s]
Training 2/3 epoch (loss 0.5694):  66%|██████▌   | 1342/2046 [16:12<08:07,  1.44it/s]
Training 2/3 epoch (loss 0.4969):  66%|██████▌   | 1342/2046 [16:12<08:07,  1.44it/s]
Training 2/3 epoch (loss 0.4969):  66%|██████▌   | 1343/2046 [16:12<07:55,  1.48it/s]
Training 2/3 epoch (loss 0.5458):  66%|██████▌   | 1343/2046 [16:13<07:55,  1.48it/s]
Training 2/3 epoch (loss 0.5458):  66%|██████▌   | 1344/2046 [16:13<08:31,  1.37it/s]
Training 2/3 epoch (loss 0.4812):  66%|██████▌   | 1344/2046 [16:14<08:31,  1.37it/s]
Training 2/3 epoch (loss 0.4812):  66%|██████▌   | 1345/2046 [16:14<08:13,  1.42it/s]
Training 2/3 epoch (loss 0.4751):  66%|██████▌   | 1345/2046 [16:15<08:13,  1.42it/s]
Training 2/3 epoch (loss 0.4751):  66%|██████▌   | 1346/2046 [16:15<07:59,  1.46it/s]
Training 2/3 epoch (loss 0.5500):  66%|██████▌   | 1346/2046 [16:15<07:59,  1.46it/s]
Training 2/3 epoch (loss 0.5500):  66%|██████▌   | 1347/2046 [16:15<07:45,  1.50it/s]
Training 2/3 epoch (loss 0.4929):  66%|██████▌   | 1347/2046 [16:16<07:45,  1.50it/s]
Training 2/3 epoch (loss 0.4929):  66%|██████▌   | 1348/2046 [16:16<07:49,  1.49it/s]
Training 2/3 epoch (loss 0.3785):  66%|██████▌   | 1348/2046 [16:17<07:49,  1.49it/s]
Training 2/3 epoch (loss 0.3785):  66%|██████▌   | 1349/2046 [16:17<07:41,  1.51it/s]
Training 2/3 epoch (loss 0.4895):  66%|██████▌   | 1349/2046 [16:17<07:41,  1.51it/s]
Training 2/3 epoch (loss 0.4895):  66%|██████▌   | 1350/2046 [16:17<07:29,  1.55it/s]
Training 2/3 epoch (loss 0.4689):  66%|██████▌   | 1350/2046 [16:18<07:29,  1.55it/s]
Training 2/3 epoch (loss 0.4689):  66%|██████▌   | 1351/2046 [16:18<07:26,  1.56it/s]
Training 2/3 epoch (loss 0.4665):  66%|██████▌   | 1351/2046 [16:19<07:26,  1.56it/s]
Training 2/3 epoch (loss 0.4665):  66%|██████▌   | 1352/2046 [16:19<09:24,  1.23it/s]
Training 2/3 epoch (loss 0.4111):  66%|██████▌   | 1352/2046 [16:20<09:24,  1.23it/s]
Training 2/3 epoch (loss 0.4111):  66%|██████▌   | 1353/2046 [16:20<09:20,  1.24it/s]
Training 2/3 epoch (loss 0.4696):  66%|██████▌   | 1353/2046 [16:21<09:20,  1.24it/s]
Training 2/3 epoch (loss 0.4696):  66%|██████▌   | 1354/2046 [16:21<09:37,  1.20it/s]
Training 2/3 epoch (loss 0.4946):  66%|██████▌   | 1354/2046 [16:21<09:37,  1.20it/s]
Training 2/3 epoch (loss 0.4946):  66%|██████▌   | 1355/2046 [16:21<09:21,  1.23it/s]
Training 2/3 epoch (loss 0.4383):  66%|██████▌   | 1355/2046 [16:22<09:21,  1.23it/s]
Training 2/3 epoch (loss 0.4383):  66%|██████▋   | 1356/2046 [16:22<08:41,  1.32it/s]
Training 2/3 epoch (loss 0.4573):  66%|██████▋   | 1356/2046 [16:23<08:41,  1.32it/s]
Training 2/3 epoch (loss 0.4573):  66%|██████▋   | 1357/2046 [16:23<08:52,  1.29it/s]
Training 2/3 epoch (loss 0.4991):  66%|██████▋   | 1357/2046 [16:24<08:52,  1.29it/s]
Training 2/3 epoch (loss 0.4991):  66%|██████▋   | 1358/2046 [16:24<09:11,  1.25it/s]
Training 2/3 epoch (loss 0.4117):  66%|██████▋   | 1358/2046 [16:25<09:11,  1.25it/s]
Training 2/3 epoch (loss 0.4117):  66%|██████▋   | 1359/2046 [16:25<10:00,  1.14it/s]
Training 2/3 epoch (loss 0.4321):  66%|██████▋   | 1359/2046 [16:26<10:00,  1.14it/s]
Training 2/3 epoch (loss 0.4321):  66%|██████▋   | 1360/2046 [16:26<10:17,  1.11it/s]
Training 2/3 epoch (loss 0.4330):  66%|██████▋   | 1360/2046 [16:26<10:17,  1.11it/s]
Training 2/3 epoch (loss 0.4330):  67%|██████▋   | 1361/2046 [16:26<09:20,  1.22it/s]
Training 2/3 epoch (loss 0.4206):  67%|██████▋   | 1361/2046 [16:27<09:20,  1.22it/s]
Training 2/3 epoch (loss 0.4206):  67%|██████▋   | 1362/2046 [16:27<09:19,  1.22it/s]
Training 2/3 epoch (loss 0.4784):  67%|██████▋   | 1362/2046 [16:28<09:19,  1.22it/s]
Training 2/3 epoch (loss 0.4784):  67%|██████▋   | 1363/2046 [16:28<09:18,  1.22it/s]
Training 2/3 epoch (loss 0.2373):  67%|██████▋   | 1363/2046 [16:29<09:18,  1.22it/s]
Training 2/3 epoch (loss 0.2373):  67%|██████▋   | 1364/2046 [16:29<08:49,  1.29it/s]
Training 3/3 epoch (loss 0.4011):  67%|██████▋   | 1364/2046 [16:29<08:49,  1.29it/s]
Training 3/3 epoch (loss 0.4011):  67%|██████▋   | 1365/2046 [16:29<08:35,  1.32it/s]
Training 3/3 epoch (loss 0.5021):  67%|██████▋   | 1365/2046 [16:30<08:35,  1.32it/s]
Training 3/3 epoch (loss 0.5021):  67%|██████▋   | 1366/2046 [16:30<08:11,  1.38it/s]
Training 3/3 epoch (loss 0.6053):  67%|██████▋   | 1366/2046 [16:31<08:11,  1.38it/s]
Training 3/3 epoch (loss 0.6053):  67%|██████▋   | 1367/2046 [16:31<07:56,  1.42it/s]
Training 3/3 epoch (loss 0.4862):  67%|██████▋   | 1367/2046 [16:32<07:56,  1.42it/s]
Training 3/3 epoch (loss 0.4862):  67%|██████▋   | 1368/2046 [16:32<08:31,  1.33it/s]
Training 3/3 epoch (loss 0.5182):  67%|██████▋   | 1368/2046 [16:32<08:31,  1.33it/s]
Training 3/3 epoch (loss 0.5182):  67%|██████▋   | 1369/2046 [16:32<08:08,  1.39it/s]
Training 3/3 epoch (loss 0.5395):  67%|██████▋   | 1369/2046 [16:33<08:08,  1.39it/s]
Training 3/3 epoch (loss 0.5395):  67%|██████▋   | 1370/2046 [16:33<08:18,  1.36it/s]
Training 3/3 epoch (loss 0.5621):  67%|██████▋   | 1370/2046 [16:34<08:18,  1.36it/s]
Training 3/3 epoch (loss 0.5621):  67%|██████▋   | 1371/2046 [16:34<07:52,  1.43it/s]
Training 3/3 epoch (loss 0.4837):  67%|██████▋   | 1371/2046 [16:34<07:52,  1.43it/s]
Training 3/3 epoch (loss 0.4837):  67%|██████▋   | 1372/2046 [16:34<08:08,  1.38it/s]
Training 3/3 epoch (loss 0.4744):  67%|██████▋   | 1372/2046 [16:35<08:08,  1.38it/s]
Training 3/3 epoch (loss 0.4744):  67%|██████▋   | 1373/2046 [16:35<07:46,  1.44it/s]
Training 3/3 epoch (loss 0.5708):  67%|██████▋   | 1373/2046 [16:36<07:46,  1.44it/s]
Training 3/3 epoch (loss 0.5708):  67%|██████▋   | 1374/2046 [16:36<07:47,  1.44it/s]
Training 3/3 epoch (loss 0.3933):  67%|██████▋   | 1374/2046 [16:36<07:47,  1.44it/s]
Training 3/3 epoch (loss 0.3933):  67%|██████▋   | 1375/2046 [16:36<07:48,  1.43it/s]
Training 3/3 epoch (loss 0.4305):  67%|██████▋   | 1375/2046 [16:37<07:48,  1.43it/s]
Training 3/3 epoch (loss 0.4305):  67%|██████▋   | 1376/2046 [16:37<08:15,  1.35it/s]
Training 3/3 epoch (loss 0.4016):  67%|██████▋   | 1376/2046 [16:38<08:15,  1.35it/s]
Training 3/3 epoch (loss 0.4016):  67%|██████▋   | 1377/2046 [16:38<08:16,  1.35it/s]
Training 3/3 epoch (loss 0.3653):  67%|██████▋   | 1377/2046 [16:39<08:16,  1.35it/s]
Training 3/3 epoch (loss 0.3653):  67%|██████▋   | 1378/2046 [16:39<08:03,  1.38it/s]
Training 3/3 epoch (loss 0.4199):  67%|██████▋   | 1378/2046 [16:39<08:03,  1.38it/s]
Training 3/3 epoch (loss 0.4199):  67%|██████▋   | 1379/2046 [16:39<07:59,  1.39it/s]
Training 3/3 epoch (loss 0.5127):  67%|██████▋   | 1379/2046 [16:40<07:59,  1.39it/s]
Training 3/3 epoch (loss 0.5127):  67%|██████▋   | 1380/2046 [16:40<07:39,  1.45it/s]
Training 3/3 epoch (loss 0.4770):  67%|██████▋   | 1380/2046 [16:41<07:39,  1.45it/s]
Training 3/3 epoch (loss 0.4770):  67%|██████▋   | 1381/2046 [16:41<07:22,  1.50it/s]
Training 3/3 epoch (loss 0.4857):  67%|██████▋   | 1381/2046 [16:41<07:22,  1.50it/s]
Training 3/3 epoch (loss 0.4857):  68%|██████▊   | 1382/2046 [16:41<07:12,  1.53it/s]
Training 3/3 epoch (loss 0.4934):  68%|██████▊   | 1382/2046 [16:42<07:12,  1.53it/s]
Training 3/3 epoch (loss 0.4934):  68%|██████▊   | 1383/2046 [16:42<07:03,  1.56it/s]
Training 3/3 epoch (loss 0.5630):  68%|██████▊   | 1383/2046 [16:43<07:03,  1.56it/s]
Training 3/3 epoch (loss 0.5630):  68%|██████▊   | 1384/2046 [16:43<07:41,  1.43it/s]
Training 3/3 epoch (loss 0.4376):  68%|██████▊   | 1384/2046 [16:43<07:41,  1.43it/s]
Training 3/3 epoch (loss 0.4376):  68%|██████▊   | 1385/2046 [16:43<07:30,  1.47it/s]
Training 3/3 epoch (loss 0.4017):  68%|██████▊   | 1385/2046 [16:44<07:30,  1.47it/s]
Training 3/3 epoch (loss 0.4017):  68%|██████▊   | 1386/2046 [16:44<07:28,  1.47it/s]
Training 3/3 epoch (loss 0.4662):  68%|██████▊   | 1386/2046 [16:45<07:28,  1.47it/s]
Training 3/3 epoch (loss 0.4662):  68%|██████▊   | 1387/2046 [16:45<07:34,  1.45it/s]
Training 3/3 epoch (loss 0.5080):  68%|██████▊   | 1387/2046 [16:45<07:34,  1.45it/s]
Training 3/3 epoch (loss 0.5080):  68%|██████▊   | 1388/2046 [16:45<07:31,  1.46it/s]
Training 3/3 epoch (loss 0.4631):  68%|██████▊   | 1388/2046 [16:46<07:31,  1.46it/s]
Training 3/3 epoch (loss 0.4631):  68%|██████▊   | 1389/2046 [16:46<07:30,  1.46it/s]
Training 3/3 epoch (loss 0.4048):  68%|██████▊   | 1389/2046 [16:47<07:30,  1.46it/s]
Training 3/3 epoch (loss 0.4048):  68%|██████▊   | 1390/2046 [16:47<07:15,  1.51it/s]
Training 3/3 epoch (loss 0.4907):  68%|██████▊   | 1390/2046 [16:47<07:15,  1.51it/s]
Training 3/3 epoch (loss 0.4907):  68%|██████▊   | 1391/2046 [16:47<07:24,  1.47it/s]
Training 3/3 epoch (loss 0.3615):  68%|██████▊   | 1391/2046 [16:48<07:24,  1.47it/s]
Training 3/3 epoch (loss 0.3615):  68%|██████▊   | 1392/2046 [16:48<08:25,  1.29it/s]
Training 3/3 epoch (loss 0.3846):  68%|██████▊   | 1392/2046 [16:49<08:25,  1.29it/s]
Training 3/3 epoch (loss 0.3846):  68%|██████▊   | 1393/2046 [16:49<08:30,  1.28it/s]
Training 3/3 epoch (loss 0.4989):  68%|██████▊   | 1393/2046 [16:50<08:30,  1.28it/s]
Training 3/3 epoch (loss 0.4989):  68%|██████▊   | 1394/2046 [16:50<08:30,  1.28it/s]
Training 3/3 epoch (loss 0.4615):  68%|██████▊   | 1394/2046 [16:51<08:30,  1.28it/s]
Training 3/3 epoch (loss 0.4615):  68%|██████▊   | 1395/2046 [16:51<07:55,  1.37it/s]
Training 3/3 epoch (loss 0.5170):  68%|██████▊   | 1395/2046 [16:51<07:55,  1.37it/s]
Training 3/3 epoch (loss 0.5170):  68%|██████▊   | 1396/2046 [16:51<07:29,  1.44it/s]
Training 3/3 epoch (loss 0.3995):  68%|██████▊   | 1396/2046 [16:52<07:29,  1.44it/s]
Training 3/3 epoch (loss 0.3995):  68%|██████▊   | 1397/2046 [16:52<07:32,  1.43it/s]
Training 3/3 epoch (loss 0.3686):  68%|██████▊   | 1397/2046 [16:53<07:32,  1.43it/s]
Training 3/3 epoch (loss 0.3686):  68%|██████▊   | 1398/2046 [16:53<07:50,  1.38it/s]
Training 3/3 epoch (loss 0.3060):  68%|██████▊   | 1398/2046 [16:53<07:50,  1.38it/s]
Training 3/3 epoch (loss 0.3060):  68%|██████▊   | 1399/2046 [16:53<07:59,  1.35it/s]
Training 3/3 epoch (loss 0.4934):  68%|██████▊   | 1399/2046 [16:55<07:59,  1.35it/s]
Training 3/3 epoch (loss 0.4934):  68%|██████▊   | 1400/2046 [16:55<09:00,  1.19it/s]
Training 3/3 epoch (loss 0.3781):  68%|██████▊   | 1400/2046 [16:55<09:00,  1.19it/s]
Training 3/3 epoch (loss 0.3781):  68%|██████▊   | 1401/2046 [16:55<08:28,  1.27it/s]
Training 3/3 epoch (loss 0.3965):  68%|██████▊   | 1401/2046 [16:56<08:28,  1.27it/s]
Training 3/3 epoch (loss 0.3965):  69%|██████▊   | 1402/2046 [16:56<08:02,  1.33it/s]
Training 3/3 epoch (loss 0.3639):  69%|██████▊   | 1402/2046 [16:57<08:02,  1.33it/s]
Training 3/3 epoch (loss 0.3639):  69%|██████▊   | 1403/2046 [16:57<07:57,  1.35it/s]
Training 3/3 epoch (loss 0.4513):  69%|██████▊   | 1403/2046 [16:57<07:57,  1.35it/s]
Training 3/3 epoch (loss 0.4513):  69%|██████▊   | 1404/2046 [16:57<07:35,  1.41it/s]
Training 3/3 epoch (loss 0.4136):  69%|██████▊   | 1404/2046 [16:58<07:35,  1.41it/s]
Training 3/3 epoch (loss 0.4136):  69%|██████▊   | 1405/2046 [16:58<07:43,  1.38it/s]
Training 3/3 epoch (loss 0.4890):  69%|██████▊   | 1405/2046 [16:59<07:43,  1.38it/s]
Training 3/3 epoch (loss 0.4890):  69%|██████▊   | 1406/2046 [16:59<07:39,  1.39it/s]
Training 3/3 epoch (loss 0.4689):  69%|██████▊   | 1406/2046 [16:59<07:39,  1.39it/s]
Training 3/3 epoch (loss 0.4689):  69%|██████▉   | 1407/2046 [16:59<07:41,  1.39it/s]
Training 3/3 epoch (loss 0.4317):  69%|██████▉   | 1407/2046 [17:00<07:41,  1.39it/s]
Training 3/3 epoch (loss 0.4317):  69%|██████▉   | 1408/2046 [17:00<07:39,  1.39it/s]
Training 3/3 epoch (loss 0.3916):  69%|██████▉   | 1408/2046 [17:01<07:39,  1.39it/s]
Training 3/3 epoch (loss 0.3916):  69%|██████▉   | 1409/2046 [17:01<07:46,  1.37it/s]
Training 3/3 epoch (loss 0.4729):  69%|██████▉   | 1409/2046 [17:02<07:46,  1.37it/s]
Training 3/3 epoch (loss 0.4729):  69%|██████▉   | 1410/2046 [17:02<08:00,  1.32it/s]
Training 3/3 epoch (loss 0.3629):  69%|██████▉   | 1410/2046 [17:02<08:00,  1.32it/s]
Training 3/3 epoch (loss 0.3629):  69%|██████▉   | 1411/2046 [17:02<07:35,  1.39it/s]
Training 3/3 epoch (loss 0.3542):  69%|██████▉   | 1411/2046 [17:03<07:35,  1.39it/s]
Training 3/3 epoch (loss 0.3542):  69%|██████▉   | 1412/2046 [17:03<07:24,  1.43it/s]
Training 3/3 epoch (loss 0.3577):  69%|██████▉   | 1412/2046 [17:04<07:24,  1.43it/s]
Training 3/3 epoch (loss 0.3577):  69%|██████▉   | 1413/2046 [17:04<07:42,  1.37it/s]
Training 3/3 epoch (loss 0.3922):  69%|██████▉   | 1413/2046 [17:05<07:42,  1.37it/s]
Training 3/3 epoch (loss 0.3922):  69%|██████▉   | 1414/2046 [17:05<07:36,  1.38it/s]
Training 3/3 epoch (loss 0.3640):  69%|██████▉   | 1414/2046 [17:05<07:36,  1.38it/s]
Training 3/3 epoch (loss 0.3640):  69%|██████▉   | 1415/2046 [17:05<07:51,  1.34it/s]
Training 3/3 epoch (loss 0.3682):  69%|██████▉   | 1415/2046 [17:06<07:51,  1.34it/s]
Training 3/3 epoch (loss 0.3682):  69%|██████▉   | 1416/2046 [17:06<08:36,  1.22it/s]
Training 3/3 epoch (loss 0.3400):  69%|██████▉   | 1416/2046 [17:07<08:36,  1.22it/s]
Training 3/3 epoch (loss 0.3400):  69%|██████▉   | 1417/2046 [17:07<07:59,  1.31it/s]
Training 3/3 epoch (loss 0.2947):  69%|██████▉   | 1417/2046 [17:08<07:59,  1.31it/s]
Training 3/3 epoch (loss 0.2947):  69%|██████▉   | 1418/2046 [17:08<07:29,  1.40it/s]
Training 3/3 epoch (loss 0.3872):  69%|██████▉   | 1418/2046 [17:08<07:29,  1.40it/s]
Training 3/3 epoch (loss 0.3872):  69%|██████▉   | 1419/2046 [17:08<07:21,  1.42it/s]
Training 3/3 epoch (loss 0.3966):  69%|██████▉   | 1419/2046 [17:09<07:21,  1.42it/s]
Training 3/3 epoch (loss 0.3966):  69%|██████▉   | 1420/2046 [17:09<07:22,  1.42it/s]
Training 3/3 epoch (loss 0.4686):  69%|██████▉   | 1420/2046 [17:10<07:22,  1.42it/s]
Training 3/3 epoch (loss 0.4686):  69%|██████▉   | 1421/2046 [17:10<07:26,  1.40it/s]
Training 3/3 epoch (loss 0.5001):  69%|██████▉   | 1421/2046 [17:10<07:26,  1.40it/s]
Training 3/3 epoch (loss 0.5001):  70%|██████▉   | 1422/2046 [17:10<07:14,  1.44it/s]
Training 3/3 epoch (loss 0.3203):  70%|██████▉   | 1422/2046 [17:11<07:14,  1.44it/s]
Training 3/3 epoch (loss 0.3203):  70%|██████▉   | 1423/2046 [17:11<07:17,  1.42it/s]
Training 3/3 epoch (loss 0.2880):  70%|██████▉   | 1423/2046 [17:12<07:17,  1.42it/s]
Training 3/3 epoch (loss 0.2880):  70%|██████▉   | 1424/2046 [17:12<07:36,  1.36it/s]
Training 3/3 epoch (loss 0.3790):  70%|██████▉   | 1424/2046 [17:13<07:36,  1.36it/s]
Training 3/3 epoch (loss 0.3790):  70%|██████▉   | 1425/2046 [17:13<08:01,  1.29it/s]
Training 3/3 epoch (loss 0.3556):  70%|██████▉   | 1425/2046 [17:13<08:01,  1.29it/s]
Training 3/3 epoch (loss 0.3556):  70%|██████▉   | 1426/2046 [17:13<07:47,  1.33it/s]
Training 3/3 epoch (loss 0.4477):  70%|██████▉   | 1426/2046 [17:14<07:47,  1.33it/s]
Training 3/3 epoch (loss 0.4477):  70%|██████▉   | 1427/2046 [17:14<07:33,  1.36it/s]
Training 3/3 epoch (loss 0.4377):  70%|██████▉   | 1427/2046 [17:15<07:33,  1.36it/s]
Training 3/3 epoch (loss 0.4377):  70%|██████▉   | 1428/2046 [17:15<07:12,  1.43it/s]
Training 3/3 epoch (loss 0.4749):  70%|██████▉   | 1428/2046 [17:16<07:12,  1.43it/s]
Training 3/3 epoch (loss 0.4749):  70%|██████▉   | 1429/2046 [17:16<07:43,  1.33it/s]
Training 3/3 epoch (loss 0.4235):  70%|██████▉   | 1429/2046 [17:16<07:43,  1.33it/s]
Training 3/3 epoch (loss 0.4235):  70%|██████▉   | 1430/2046 [17:16<07:17,  1.41it/s]
Training 3/3 epoch (loss 0.3571):  70%|██████▉   | 1430/2046 [17:17<07:17,  1.41it/s]
Training 3/3 epoch (loss 0.3571):  70%|██████▉   | 1431/2046 [17:17<06:56,  1.47it/s]
Training 3/3 epoch (loss 0.3540):  70%|██████▉   | 1431/2046 [17:18<06:56,  1.47it/s]
Training 3/3 epoch (loss 0.3540):  70%|██████▉   | 1432/2046 [17:18<08:15,  1.24it/s]
Training 3/3 epoch (loss 0.3474):  70%|██████▉   | 1432/2046 [17:19<08:15,  1.24it/s]
Training 3/3 epoch (loss 0.3474):  70%|███████   | 1433/2046 [17:19<08:27,  1.21it/s]
Training 3/3 epoch (loss 0.4699):  70%|███████   | 1433/2046 [17:20<08:27,  1.21it/s]
Training 3/3 epoch (loss 0.4699):  70%|███████   | 1434/2046 [17:20<09:16,  1.10it/s]
Training 3/3 epoch (loss 0.2834):  70%|███████   | 1434/2046 [17:21<09:16,  1.10it/s]
Training 3/3 epoch (loss 0.2834):  70%|███████   | 1435/2046 [17:21<08:44,  1.16it/s]
Training 3/3 epoch (loss 0.2640):  70%|███████   | 1435/2046 [17:21<08:44,  1.16it/s]
Training 3/3 epoch (loss 0.2640):  70%|███████   | 1436/2046 [17:21<07:58,  1.27it/s]
Training 3/3 epoch (loss 0.2953):  70%|███████   | 1436/2046 [17:22<07:58,  1.27it/s]
Training 3/3 epoch (loss 0.2953):  70%|███████   | 1437/2046 [17:22<07:27,  1.36it/s]
Training 3/3 epoch (loss 0.2465):  70%|███████   | 1437/2046 [17:23<07:27,  1.36it/s]
Training 3/3 epoch (loss 0.2465):  70%|███████   | 1438/2046 [17:23<07:33,  1.34it/s]
Training 3/3 epoch (loss 0.2619):  70%|███████   | 1438/2046 [17:23<07:33,  1.34it/s]
Training 3/3 epoch (loss 0.2619):  70%|███████   | 1439/2046 [17:23<07:38,  1.32it/s]
Training 3/3 epoch (loss 0.2273):  70%|███████   | 1439/2046 [17:25<07:38,  1.32it/s]
Training 3/3 epoch (loss 0.2273):  70%|███████   | 1440/2046 [17:25<08:42,  1.16it/s]
Training 3/3 epoch (loss 0.2692):  70%|███████   | 1440/2046 [17:25<08:42,  1.16it/s]
Training 3/3 epoch (loss 0.2692):  70%|███████   | 1441/2046 [17:25<08:02,  1.25it/s]
Training 3/3 epoch (loss 0.3559):  70%|███████   | 1441/2046 [17:26<08:02,  1.25it/s]
Training 3/3 epoch (loss 0.3559):  70%|███████   | 1442/2046 [17:26<07:36,  1.32it/s]
Training 3/3 epoch (loss 0.1887):  70%|███████   | 1442/2046 [17:27<07:36,  1.32it/s]
Training 3/3 epoch (loss 0.1887):  71%|███████   | 1443/2046 [17:27<07:22,  1.36it/s]
Training 3/3 epoch (loss 0.2888):  71%|███████   | 1443/2046 [17:27<07:22,  1.36it/s]
Training 3/3 epoch (loss 0.2888):  71%|███████   | 1444/2046 [17:27<07:15,  1.38it/s]
Training 3/3 epoch (loss 0.2317):  71%|███████   | 1444/2046 [17:28<07:15,  1.38it/s]
Training 3/3 epoch (loss 0.2317):  71%|███████   | 1445/2046 [17:28<07:10,  1.40it/s]
Training 3/3 epoch (loss 0.3297):  71%|███████   | 1445/2046 [17:29<07:10,  1.40it/s]
Training 3/3 epoch (loss 0.3297):  71%|███████   | 1446/2046 [17:29<07:38,  1.31it/s]
Training 3/3 epoch (loss 0.1675):  71%|███████   | 1446/2046 [17:29<07:38,  1.31it/s]
Training 3/3 epoch (loss 0.1675):  71%|███████   | 1447/2046 [17:29<07:27,  1.34it/s]
Training 3/3 epoch (loss 0.2404):  71%|███████   | 1447/2046 [17:30<07:27,  1.34it/s]
Training 3/3 epoch (loss 0.2404):  71%|███████   | 1448/2046 [17:30<07:44,  1.29it/s]
Training 3/3 epoch (loss 0.2440):  71%|███████   | 1448/2046 [17:31<07:44,  1.29it/s]
Training 3/3 epoch (loss 0.2440):  71%|███████   | 1449/2046 [17:31<07:25,  1.34it/s]
Training 3/3 epoch (loss 0.2246):  71%|███████   | 1449/2046 [17:32<07:25,  1.34it/s]
Training 3/3 epoch (loss 0.2246):  71%|███████   | 1450/2046 [17:32<07:06,  1.40it/s]
Training 3/3 epoch (loss 0.3313):  71%|███████   | 1450/2046 [17:32<07:06,  1.40it/s]
Training 3/3 epoch (loss 0.3313):  71%|███████   | 1451/2046 [17:32<06:55,  1.43it/s]
Training 3/3 epoch (loss 0.3439):  71%|███████   | 1451/2046 [17:33<06:55,  1.43it/s]
Training 3/3 epoch (loss 0.3439):  71%|███████   | 1452/2046 [17:33<07:11,  1.38it/s]
Training 3/3 epoch (loss 0.2057):  71%|███████   | 1452/2046 [17:34<07:11,  1.38it/s]
Training 3/3 epoch (loss 0.2057):  71%|███████   | 1453/2046 [17:34<06:54,  1.43it/s]
Training 3/3 epoch (loss 0.2680):  71%|███████   | 1453/2046 [17:34<06:54,  1.43it/s]
Training 3/3 epoch (loss 0.2680):  71%|███████   | 1454/2046 [17:34<06:42,  1.47it/s]
Training 3/3 epoch (loss 0.2690):  71%|███████   | 1454/2046 [17:35<06:42,  1.47it/s]
Training 3/3 epoch (loss 0.2690):  71%|███████   | 1455/2046 [17:35<06:48,  1.45it/s]
Training 3/3 epoch (loss 0.2315):  71%|███████   | 1455/2046 [17:36<06:48,  1.45it/s]
Training 3/3 epoch (loss 0.2315):  71%|███████   | 1456/2046 [17:36<07:13,  1.36it/s]
Training 3/3 epoch (loss 0.2372):  71%|███████   | 1456/2046 [17:37<07:13,  1.36it/s]
Training 3/3 epoch (loss 0.2372):  71%|███████   | 1457/2046 [17:37<06:56,  1.41it/s]
Training 3/3 epoch (loss 0.2384):  71%|███████   | 1457/2046 [17:37<06:56,  1.41it/s]
Training 3/3 epoch (loss 0.2384):  71%|███████▏  | 1458/2046 [17:37<06:51,  1.43it/s]
Training 3/3 epoch (loss 0.2032):  71%|███████▏  | 1458/2046 [17:38<06:51,  1.43it/s]
Training 3/3 epoch (loss 0.2032):  71%|███████▏  | 1459/2046 [17:38<06:45,  1.45it/s]
Training 3/3 epoch (loss 0.1839):  71%|███████▏  | 1459/2046 [17:39<06:45,  1.45it/s]
Training 3/3 epoch (loss 0.1839):  71%|███████▏  | 1460/2046 [17:39<06:35,  1.48it/s]
Training 3/3 epoch (loss 0.2046):  71%|███████▏  | 1460/2046 [17:39<06:35,  1.48it/s]
Training 3/3 epoch (loss 0.2046):  71%|███████▏  | 1461/2046 [17:39<06:26,  1.51it/s]
Training 3/3 epoch (loss 0.2108):  71%|███████▏  | 1461/2046 [17:40<06:26,  1.51it/s]
Training 3/3 epoch (loss 0.2108):  71%|███████▏  | 1462/2046 [17:40<06:20,  1.54it/s]
Training 3/3 epoch (loss 0.1667):  71%|███████▏  | 1462/2046 [17:40<06:20,  1.54it/s]
Training 3/3 epoch (loss 0.1667):  72%|███████▏  | 1463/2046 [17:40<06:12,  1.56it/s]
Training 3/3 epoch (loss 0.2375):  72%|███████▏  | 1463/2046 [17:41<06:12,  1.56it/s]
Training 3/3 epoch (loss 0.2375):  72%|███████▏  | 1464/2046 [17:41<06:37,  1.47it/s]
Training 3/3 epoch (loss 0.2132):  72%|███████▏  | 1464/2046 [17:42<06:37,  1.47it/s]
Training 3/3 epoch (loss 0.2132):  72%|███████▏  | 1465/2046 [17:42<06:25,  1.51it/s]
Training 3/3 epoch (loss 0.1951):  72%|███████▏  | 1465/2046 [17:42<06:25,  1.51it/s]
Training 3/3 epoch (loss 0.1951):  72%|███████▏  | 1466/2046 [17:42<06:16,  1.54it/s]
Training 3/3 epoch (loss 0.2072):  72%|███████▏  | 1466/2046 [17:43<06:16,  1.54it/s]
Training 3/3 epoch (loss 0.2072):  72%|███████▏  | 1467/2046 [17:43<06:15,  1.54it/s]
Training 3/3 epoch (loss 0.1835):  72%|███████▏  | 1467/2046 [17:44<06:15,  1.54it/s]
Training 3/3 epoch (loss 0.1835):  72%|███████▏  | 1468/2046 [17:44<06:12,  1.55it/s]
Training 3/3 epoch (loss 0.1834):  72%|███████▏  | 1468/2046 [17:44<06:12,  1.55it/s]
Training 3/3 epoch (loss 0.1834):  72%|███████▏  | 1469/2046 [17:44<06:25,  1.50it/s]
Training 3/3 epoch (loss 0.1944):  72%|███████▏  | 1469/2046 [17:45<06:25,  1.50it/s]
Training 3/3 epoch (loss 0.1944):  72%|███████▏  | 1470/2046 [17:45<06:31,  1.47it/s]
Training 3/3 epoch (loss 0.2069):  72%|███████▏  | 1470/2046 [17:46<06:31,  1.47it/s]
Training 3/3 epoch (loss 0.2069):  72%|███████▏  | 1471/2046 [17:46<06:28,  1.48it/s]
Training 3/3 epoch (loss 0.1976):  72%|███████▏  | 1471/2046 [17:47<06:28,  1.48it/s]
Training 3/3 epoch (loss 0.1976):  72%|███████▏  | 1472/2046 [17:47<07:00,  1.36it/s]
Training 3/3 epoch (loss 0.2183):  72%|███████▏  | 1472/2046 [17:47<07:00,  1.36it/s]
Training 3/3 epoch (loss 0.2183):  72%|███████▏  | 1473/2046 [17:47<07:11,  1.33it/s]
Training 3/3 epoch (loss 0.2283):  72%|███████▏  | 1473/2046 [17:48<07:11,  1.33it/s]
Training 3/3 epoch (loss 0.2283):  72%|███████▏  | 1474/2046 [17:48<07:20,  1.30it/s]
Training 3/3 epoch (loss 0.2009):  72%|███████▏  | 1474/2046 [17:49<07:20,  1.30it/s]
Training 3/3 epoch (loss 0.2009):  72%|███████▏  | 1475/2046 [17:49<07:13,  1.32it/s]
Training 3/3 epoch (loss 0.2234):  72%|███████▏  | 1475/2046 [17:50<07:13,  1.32it/s]
Training 3/3 epoch (loss 0.2234):  72%|███████▏  | 1476/2046 [17:50<07:12,  1.32it/s]
Training 3/3 epoch (loss 0.2615):  72%|███████▏  | 1476/2046 [17:50<07:12,  1.32it/s]
Training 3/3 epoch (loss 0.2615):  72%|███████▏  | 1477/2046 [17:50<06:50,  1.38it/s]
Training 3/3 epoch (loss 0.1780):  72%|███████▏  | 1477/2046 [17:51<06:50,  1.38it/s]
Training 3/3 epoch (loss 0.1780):  72%|███████▏  | 1478/2046 [17:51<06:53,  1.37it/s]
Training 3/3 epoch (loss 0.1987):  72%|███████▏  | 1478/2046 [17:52<06:53,  1.37it/s]
Training 3/3 epoch (loss 0.1987):  72%|███████▏  | 1479/2046 [17:52<06:54,  1.37it/s]
Training 3/3 epoch (loss 0.1590):  72%|███████▏  | 1479/2046 [17:53<06:54,  1.37it/s]
Training 3/3 epoch (loss 0.1590):  72%|███████▏  | 1480/2046 [17:53<07:22,  1.28it/s]
Training 3/3 epoch (loss 0.2336):  72%|███████▏  | 1480/2046 [17:54<07:22,  1.28it/s]
Training 3/3 epoch (loss 0.2336):  72%|███████▏  | 1481/2046 [17:54<07:43,  1.22it/s]
Training 3/3 epoch (loss 0.1977):  72%|███████▏  | 1481/2046 [17:54<07:43,  1.22it/s]
Training 3/3 epoch (loss 0.1977):  72%|███████▏  | 1482/2046 [17:54<07:20,  1.28it/s]
Training 3/3 epoch (loss 0.1852):  72%|███████▏  | 1482/2046 [17:55<07:20,  1.28it/s]
Training 3/3 epoch (loss 0.1852):  72%|███████▏  | 1483/2046 [17:55<07:07,  1.32it/s]
Training 3/3 epoch (loss 0.1767):  72%|███████▏  | 1483/2046 [17:56<07:07,  1.32it/s]
Training 3/3 epoch (loss 0.1767):  73%|███████▎  | 1484/2046 [17:56<06:41,  1.40it/s]
Training 3/3 epoch (loss 0.2443):  73%|███████▎  | 1484/2046 [17:57<06:41,  1.40it/s]
Training 3/3 epoch (loss 0.2443):  73%|███████▎  | 1485/2046 [17:57<07:21,  1.27it/s]
Training 3/3 epoch (loss 0.1538):  73%|███████▎  | 1485/2046 [17:57<07:21,  1.27it/s]
Training 3/3 epoch (loss 0.1538):  73%|███████▎  | 1486/2046 [17:57<06:55,  1.35it/s]
Training 3/3 epoch (loss 0.1237):  73%|███████▎  | 1486/2046 [17:58<06:55,  1.35it/s]
Training 3/3 epoch (loss 0.1237):  73%|███████▎  | 1487/2046 [17:58<06:34,  1.42it/s]
Training 3/3 epoch (loss 0.2185):  73%|███████▎  | 1487/2046 [17:59<06:34,  1.42it/s]
Training 3/3 epoch (loss 0.2185):  73%|███████▎  | 1488/2046 [17:59<07:06,  1.31it/s]
Training 3/3 epoch (loss 0.1427):  73%|███████▎  | 1488/2046 [18:00<07:06,  1.31it/s]
Training 3/3 epoch (loss 0.1427):  73%|███████▎  | 1489/2046 [18:00<07:05,  1.31it/s]
Training 3/3 epoch (loss 0.1539):  73%|███████▎  | 1489/2046 [18:00<07:05,  1.31it/s]
Training 3/3 epoch (loss 0.1539):  73%|███████▎  | 1490/2046 [18:00<07:10,  1.29it/s]
Training 3/3 epoch (loss 0.1736):  73%|███████▎  | 1490/2046 [18:01<07:10,  1.29it/s]
Training 3/3 epoch (loss 0.1736):  73%|███████▎  | 1491/2046 [18:01<06:57,  1.33it/s]
Training 3/3 epoch (loss 0.0981):  73%|███████▎  | 1491/2046 [18:02<06:57,  1.33it/s]
Training 3/3 epoch (loss 0.0981):  73%|███████▎  | 1492/2046 [18:02<06:56,  1.33it/s]
Training 3/3 epoch (loss 0.2035):  73%|███████▎  | 1492/2046 [18:02<06:56,  1.33it/s]
Training 3/3 epoch (loss 0.2035):  73%|███████▎  | 1493/2046 [18:02<06:33,  1.41it/s]
Training 3/3 epoch (loss 0.1652):  73%|███████▎  | 1493/2046 [18:03<06:33,  1.41it/s]
Training 3/3 epoch (loss 0.1652):  73%|███████▎  | 1494/2046 [18:03<06:18,  1.46it/s]
Training 3/3 epoch (loss 0.2062):  73%|███████▎  | 1494/2046 [18:04<06:18,  1.46it/s]
Training 3/3 epoch (loss 0.2062):  73%|███████▎  | 1495/2046 [18:04<06:22,  1.44it/s]
Training 3/3 epoch (loss 0.1603):  73%|███████▎  | 1495/2046 [18:05<06:22,  1.44it/s]
Training 3/3 epoch (loss 0.1603):  73%|███████▎  | 1496/2046 [18:05<06:56,  1.32it/s]
Training 3/3 epoch (loss 0.1169):  73%|███████▎  | 1496/2046 [18:05<06:56,  1.32it/s]
Training 3/3 epoch (loss 0.1169):  73%|███████▎  | 1497/2046 [18:05<06:36,  1.38it/s]
Training 3/3 epoch (loss 0.1892):  73%|███████▎  | 1497/2046 [18:06<06:36,  1.38it/s]
Training 3/3 epoch (loss 0.1892):  73%|███████▎  | 1498/2046 [18:06<07:11,  1.27it/s]
Training 3/3 epoch (loss 0.2542):  73%|███████▎  | 1498/2046 [18:07<07:11,  1.27it/s]
Training 3/3 epoch (loss 0.2542):  73%|███████▎  | 1499/2046 [18:07<06:46,  1.35it/s]
Training 3/3 epoch (loss 0.2433):  73%|███████▎  | 1499/2046 [18:08<06:46,  1.35it/s]
Training 3/3 epoch (loss 0.2433):  73%|███████▎  | 1500/2046 [18:08<06:28,  1.41it/s]
Training 3/3 epoch (loss 0.2323):  73%|███████▎  | 1500/2046 [18:08<06:28,  1.41it/s]
Training 3/3 epoch (loss 0.2323):  73%|███████▎  | 1501/2046 [18:08<06:14,  1.46it/s]
Training 3/3 epoch (loss 0.2023):  73%|███████▎  | 1501/2046 [18:09<06:14,  1.46it/s]
Training 3/3 epoch (loss 0.2023):  73%|███████▎  | 1502/2046 [18:09<06:27,  1.40it/s]
Training 3/3 epoch (loss 0.1881):  73%|███████▎  | 1502/2046 [18:10<06:27,  1.40it/s]
Training 3/3 epoch (loss 0.1881):  73%|███████▎  | 1503/2046 [18:10<06:12,  1.46it/s]
Training 3/3 epoch (loss 0.1842):  73%|███████▎  | 1503/2046 [18:10<06:12,  1.46it/s]
Training 3/3 epoch (loss 0.1842):  74%|███████▎  | 1504/2046 [18:10<06:24,  1.41it/s]
Training 3/3 epoch (loss 0.1868):  74%|███████▎  | 1504/2046 [18:11<06:24,  1.41it/s]
Training 3/3 epoch (loss 0.1868):  74%|███████▎  | 1505/2046 [18:11<06:06,  1.48it/s]
Training 3/3 epoch (loss 0.1479):  74%|███████▎  | 1505/2046 [18:12<06:06,  1.48it/s]
Training 3/3 epoch (loss 0.1479):  74%|███████▎  | 1506/2046 [18:12<06:00,  1.50it/s]
Training 3/3 epoch (loss 0.1586):  74%|███████▎  | 1506/2046 [18:12<06:00,  1.50it/s]
Training 3/3 epoch (loss 0.1586):  74%|███████▎  | 1507/2046 [18:12<06:05,  1.47it/s]
Training 3/3 epoch (loss 0.1990):  74%|███████▎  | 1507/2046 [18:13<06:05,  1.47it/s]
Training 3/3 epoch (loss 0.1990):  74%|███████▎  | 1508/2046 [18:13<06:18,  1.42it/s]
Training 3/3 epoch (loss 0.1523):  74%|███████▎  | 1508/2046 [18:14<06:18,  1.42it/s]
Training 3/3 epoch (loss 0.1523):  74%|███████▍  | 1509/2046 [18:14<06:38,  1.35it/s]
Training 3/3 epoch (loss 0.1717):  74%|███████▍  | 1509/2046 [18:15<06:38,  1.35it/s]
Training 3/3 epoch (loss 0.1717):  74%|███████▍  | 1510/2046 [18:15<06:17,  1.42it/s]
Training 3/3 epoch (loss 0.1263):  74%|███████▍  | 1510/2046 [18:15<06:17,  1.42it/s]
Training 3/3 epoch (loss 0.1263):  74%|███████▍  | 1511/2046 [18:15<06:15,  1.43it/s]
Training 3/3 epoch (loss 0.1094):  74%|███████▍  | 1511/2046 [18:16<06:15,  1.43it/s]
Training 3/3 epoch (loss 0.1094):  74%|███████▍  | 1512/2046 [18:16<06:44,  1.32it/s]
Training 3/3 epoch (loss 0.1457):  74%|███████▍  | 1512/2046 [18:17<06:44,  1.32it/s]
Training 3/3 epoch (loss 0.1457):  74%|███████▍  | 1513/2046 [18:17<06:46,  1.31it/s]
Training 3/3 epoch (loss 0.1461):  74%|███████▍  | 1513/2046 [18:18<06:46,  1.31it/s]
Training 3/3 epoch (loss 0.1461):  74%|███████▍  | 1514/2046 [18:18<06:40,  1.33it/s]
Training 3/3 epoch (loss 0.1920):  74%|███████▍  | 1514/2046 [18:18<06:40,  1.33it/s]
Training 3/3 epoch (loss 0.1920):  74%|███████▍  | 1515/2046 [18:18<06:37,  1.34it/s]
Training 3/3 epoch (loss 0.1775):  74%|███████▍  | 1515/2046 [18:19<06:37,  1.34it/s]
Training 3/3 epoch (loss 0.1775):  74%|███████▍  | 1516/2046 [18:19<06:40,  1.32it/s]
Training 3/3 epoch (loss 0.1574):  74%|███████▍  | 1516/2046 [18:20<06:40,  1.32it/s]
Training 3/3 epoch (loss 0.1574):  74%|███████▍  | 1517/2046 [18:20<06:30,  1.36it/s]
Training 3/3 epoch (loss 0.1647):  74%|███████▍  | 1517/2046 [18:21<06:30,  1.36it/s]
Training 3/3 epoch (loss 0.1647):  74%|███████▍  | 1518/2046 [18:21<06:45,  1.30it/s]
Training 3/3 epoch (loss 0.1333):  74%|███████▍  | 1518/2046 [18:21<06:45,  1.30it/s]
Training 3/3 epoch (loss 0.1333):  74%|███████▍  | 1519/2046 [18:21<06:24,  1.37it/s]
Training 3/3 epoch (loss 0.1406):  74%|███████▍  | 1519/2046 [18:22<06:24,  1.37it/s]
Training 3/3 epoch (loss 0.1406):  74%|███████▍  | 1520/2046 [18:22<06:28,  1.35it/s]
Training 3/3 epoch (loss 0.1173):  74%|███████▍  | 1520/2046 [18:23<06:28,  1.35it/s]
Training 3/3 epoch (loss 0.1173):  74%|███████▍  | 1521/2046 [18:23<06:43,  1.30it/s]
Training 3/3 epoch (loss 0.1267):  74%|███████▍  | 1521/2046 [18:24<06:43,  1.30it/s]
Training 3/3 epoch (loss 0.1267):  74%|███████▍  | 1522/2046 [18:24<06:34,  1.33it/s]
Training 3/3 epoch (loss 0.1737):  74%|███████▍  | 1522/2046 [18:24<06:34,  1.33it/s]
Training 3/3 epoch (loss 0.1737):  74%|███████▍  | 1523/2046 [18:24<06:26,  1.35it/s]
Training 3/3 epoch (loss 0.1336):  74%|███████▍  | 1523/2046 [18:25<06:26,  1.35it/s]
Training 3/3 epoch (loss 0.1336):  74%|███████▍  | 1524/2046 [18:25<06:42,  1.30it/s]
Training 3/3 epoch (loss 0.1798):  74%|███████▍  | 1524/2046 [18:26<06:42,  1.30it/s]
Training 3/3 epoch (loss 0.1798):  75%|███████▍  | 1525/2046 [18:26<07:05,  1.23it/s]
Training 3/3 epoch (loss 0.1321):  75%|███████▍  | 1525/2046 [18:27<07:05,  1.23it/s]
Training 3/3 epoch (loss 0.1321):  75%|███████▍  | 1526/2046 [18:27<06:40,  1.30it/s]
Training 3/3 epoch (loss 0.1697):  75%|███████▍  | 1526/2046 [18:27<06:40,  1.30it/s]
Training 3/3 epoch (loss 0.1697):  75%|███████▍  | 1527/2046 [18:27<06:19,  1.37it/s]
Training 3/3 epoch (loss 0.1633):  75%|███████▍  | 1527/2046 [18:28<06:19,  1.37it/s]
Training 3/3 epoch (loss 0.1633):  75%|███████▍  | 1528/2046 [18:28<06:21,  1.36it/s]
Training 3/3 epoch (loss 0.2924):  75%|███████▍  | 1528/2046 [18:29<06:21,  1.36it/s]
Training 3/3 epoch (loss 0.2924):  75%|███████▍  | 1529/2046 [18:29<06:42,  1.28it/s]
Training 3/3 epoch (loss 0.1513):  75%|███████▍  | 1529/2046 [18:30<06:42,  1.28it/s]
Training 3/3 epoch (loss 0.1513):  75%|███████▍  | 1530/2046 [18:30<06:27,  1.33it/s]
Training 3/3 epoch (loss 0.2043):  75%|███████▍  | 1530/2046 [18:30<06:27,  1.33it/s]
Training 3/3 epoch (loss 0.2043):  75%|███████▍  | 1531/2046 [18:30<06:21,  1.35it/s]
Training 3/3 epoch (loss 0.1937):  75%|███████▍  | 1531/2046 [18:31<06:21,  1.35it/s]
Training 3/3 epoch (loss 0.1937):  75%|███████▍  | 1532/2046 [18:31<05:59,  1.43it/s]
Training 3/3 epoch (loss 0.1744):  75%|███████▍  | 1532/2046 [18:32<05:59,  1.43it/s]
Training 3/3 epoch (loss 0.1744):  75%|███████▍  | 1533/2046 [18:32<06:00,  1.42it/s]
Training 3/3 epoch (loss 0.0848):  75%|███████▍  | 1533/2046 [18:32<06:00,  1.42it/s]
Training 3/3 epoch (loss 0.0848):  75%|███████▍  | 1534/2046 [18:32<05:50,  1.46it/s]
Training 3/3 epoch (loss 0.1493):  75%|███████▍  | 1534/2046 [18:33<05:50,  1.46it/s]
Training 3/3 epoch (loss 0.1493):  75%|███████▌  | 1535/2046 [18:33<06:13,  1.37it/s]
Training 3/3 epoch (loss 0.1360):  75%|███████▌  | 1535/2046 [18:34<06:13,  1.37it/s]
Training 3/3 epoch (loss 0.1360):  75%|███████▌  | 1536/2046 [18:34<06:23,  1.33it/s]
Training 3/3 epoch (loss 0.0859):  75%|███████▌  | 1536/2046 [18:35<06:23,  1.33it/s]
Training 3/3 epoch (loss 0.0859):  75%|███████▌  | 1537/2046 [18:35<06:13,  1.36it/s]
Training 3/3 epoch (loss 0.1496):  75%|███████▌  | 1537/2046 [18:35<06:13,  1.36it/s]
Training 3/3 epoch (loss 0.1496):  75%|███████▌  | 1538/2046 [18:35<06:01,  1.41it/s]
Training 3/3 epoch (loss 0.1409):  75%|███████▌  | 1538/2046 [18:36<06:01,  1.41it/s]
Training 3/3 epoch (loss 0.1409):  75%|███████▌  | 1539/2046 [18:36<05:43,  1.47it/s]
Training 3/3 epoch (loss 0.1278):  75%|███████▌  | 1539/2046 [18:37<05:43,  1.47it/s]
Training 3/3 epoch (loss 0.1278):  75%|███████▌  | 1540/2046 [18:37<05:53,  1.43it/s]
Training 3/3 epoch (loss 0.1184):  75%|███████▌  | 1540/2046 [18:37<05:53,  1.43it/s]
Training 3/3 epoch (loss 0.1184):  75%|███████▌  | 1541/2046 [18:37<06:07,  1.38it/s]
Training 3/3 epoch (loss 0.1123):  75%|███████▌  | 1541/2046 [18:38<06:07,  1.38it/s]
Training 3/3 epoch (loss 0.1123):  75%|███████▌  | 1542/2046 [18:38<05:48,  1.45it/s]
Training 3/3 epoch (loss 0.1351):  75%|███████▌  | 1542/2046 [18:39<05:48,  1.45it/s]
Training 3/3 epoch (loss 0.1351):  75%|███████▌  | 1543/2046 [18:39<05:36,  1.49it/s]
Training 3/3 epoch (loss 0.1048):  75%|███████▌  | 1543/2046 [18:39<05:36,  1.49it/s]
Training 3/3 epoch (loss 0.1048):  75%|███████▌  | 1544/2046 [18:39<05:50,  1.43it/s]
Training 3/3 epoch (loss 0.0974):  75%|███████▌  | 1544/2046 [18:40<05:50,  1.43it/s]
Training 3/3 epoch (loss 0.0974):  76%|███████▌  | 1545/2046 [18:40<05:39,  1.48it/s]
Training 3/3 epoch (loss 0.0873):  76%|███████▌  | 1545/2046 [18:41<05:39,  1.48it/s]
Training 3/3 epoch (loss 0.0873):  76%|███████▌  | 1546/2046 [18:41<05:31,  1.51it/s]
Training 3/3 epoch (loss 0.1161):  76%|███████▌  | 1546/2046 [18:41<05:31,  1.51it/s]
Training 3/3 epoch (loss 0.1161):  76%|███████▌  | 1547/2046 [18:41<05:30,  1.51it/s]
Training 3/3 epoch (loss 0.1244):  76%|███████▌  | 1547/2046 [18:42<05:30,  1.51it/s]
Training 3/3 epoch (loss 0.1244):  76%|███████▌  | 1548/2046 [18:42<05:22,  1.54it/s]
Training 3/3 epoch (loss 0.1177):  76%|███████▌  | 1548/2046 [18:43<05:22,  1.54it/s]
Training 3/3 epoch (loss 0.1177):  76%|███████▌  | 1549/2046 [18:43<05:27,  1.52it/s]
Training 3/3 epoch (loss 0.1215):  76%|███████▌  | 1549/2046 [18:43<05:27,  1.52it/s]
Training 3/3 epoch (loss 0.1215):  76%|███████▌  | 1550/2046 [18:43<05:22,  1.54it/s]
Training 3/3 epoch (loss 0.1289):  76%|███████▌  | 1550/2046 [18:44<05:22,  1.54it/s]
Training 3/3 epoch (loss 0.1289):  76%|███████▌  | 1551/2046 [18:44<05:30,  1.50it/s]
Training 3/3 epoch (loss 0.1116):  76%|███████▌  | 1551/2046 [18:45<05:30,  1.50it/s]
Training 3/3 epoch (loss 0.1116):  76%|███████▌  | 1552/2046 [18:45<05:43,  1.44it/s]
Training 3/3 epoch (loss 0.1263):  76%|███████▌  | 1552/2046 [18:46<05:43,  1.44it/s]
Training 3/3 epoch (loss 0.1263):  76%|███████▌  | 1553/2046 [18:46<06:01,  1.36it/s]
Training 3/3 epoch (loss 0.1288):  76%|███████▌  | 1553/2046 [18:46<06:01,  1.36it/s]
Training 3/3 epoch (loss 0.1288):  76%|███████▌  | 1554/2046 [18:46<05:57,  1.38it/s]
Training 3/3 epoch (loss 0.1220):  76%|███████▌  | 1554/2046 [18:47<05:57,  1.38it/s]
Training 3/3 epoch (loss 0.1220):  76%|███████▌  | 1555/2046 [18:47<05:43,  1.43it/s]
Training 3/3 epoch (loss 0.1472):  76%|███████▌  | 1555/2046 [18:48<05:43,  1.43it/s]
Training 3/3 epoch (loss 0.1472):  76%|███████▌  | 1556/2046 [18:48<05:46,  1.41it/s]
Training 3/3 epoch (loss 0.1547):  76%|███████▌  | 1556/2046 [18:48<05:46,  1.41it/s]
Training 3/3 epoch (loss 0.1547):  76%|███████▌  | 1557/2046 [18:48<05:59,  1.36it/s]
Training 3/3 epoch (loss 0.1048):  76%|███████▌  | 1557/2046 [18:49<05:59,  1.36it/s]
Training 3/3 epoch (loss 0.1048):  76%|███████▌  | 1558/2046 [18:49<05:53,  1.38it/s]
Training 3/3 epoch (loss 0.1368):  76%|███████▌  | 1558/2046 [18:50<05:53,  1.38it/s]
Training 3/3 epoch (loss 0.1368):  76%|███████▌  | 1559/2046 [18:50<05:48,  1.40it/s]
Training 3/3 epoch (loss 0.0768):  76%|███████▌  | 1559/2046 [18:51<05:48,  1.40it/s]
Training 3/3 epoch (loss 0.0768):  76%|███████▌  | 1560/2046 [18:51<06:11,  1.31it/s]
Training 3/3 epoch (loss 0.1646):  76%|███████▌  | 1560/2046 [18:51<06:11,  1.31it/s]
Training 3/3 epoch (loss 0.1646):  76%|███████▋  | 1561/2046 [18:51<05:52,  1.37it/s]
Training 3/3 epoch (loss 0.1837):  76%|███████▋  | 1561/2046 [18:52<05:52,  1.37it/s]
Training 3/3 epoch (loss 0.1837):  76%|███████▋  | 1562/2046 [18:52<05:33,  1.45it/s]
Training 3/3 epoch (loss 0.0702):  76%|███████▋  | 1562/2046 [18:53<05:33,  1.45it/s]
Training 3/3 epoch (loss 0.0702):  76%|███████▋  | 1563/2046 [18:53<05:19,  1.51it/s]
Training 3/3 epoch (loss 0.1646):  76%|███████▋  | 1563/2046 [18:53<05:19,  1.51it/s]
Training 3/3 epoch (loss 0.1646):  76%|███████▋  | 1564/2046 [18:53<05:22,  1.49it/s]
Training 3/3 epoch (loss 0.1314):  76%|███████▋  | 1564/2046 [18:54<05:22,  1.49it/s]
Training 3/3 epoch (loss 0.1314):  76%|███████▋  | 1565/2046 [18:54<05:26,  1.47it/s]
Training 3/3 epoch (loss 0.1411):  76%|███████▋  | 1565/2046 [18:55<05:26,  1.47it/s]
Training 3/3 epoch (loss 0.1411):  77%|███████▋  | 1566/2046 [18:55<05:39,  1.41it/s]
Training 3/3 epoch (loss 0.1797):  77%|███████▋  | 1566/2046 [18:55<05:39,  1.41it/s]
Training 3/3 epoch (loss 0.1797):  77%|███████▋  | 1567/2046 [18:55<05:26,  1.47it/s]
Training 3/3 epoch (loss 0.1304):  77%|███████▋  | 1567/2046 [18:56<05:26,  1.47it/s]
Training 3/3 epoch (loss 0.1304):  77%|███████▋  | 1568/2046 [18:56<05:34,  1.43it/s]
Training 3/3 epoch (loss 0.0781):  77%|███████▋  | 1568/2046 [18:57<05:34,  1.43it/s]
Training 3/3 epoch (loss 0.0781):  77%|███████▋  | 1569/2046 [18:57<06:17,  1.26it/s]
Training 3/3 epoch (loss 0.1666):  77%|███████▋  | 1569/2046 [18:58<06:17,  1.26it/s]
Training 3/3 epoch (loss 0.1666):  77%|███████▋  | 1570/2046 [18:58<05:51,  1.35it/s]
Training 3/3 epoch (loss 0.1055):  77%|███████▋  | 1570/2046 [18:58<05:51,  1.35it/s]
Training 3/3 epoch (loss 0.1055):  77%|███████▋  | 1571/2046 [18:58<05:39,  1.40it/s]
Training 3/3 epoch (loss 0.1563):  77%|███████▋  | 1571/2046 [18:59<05:39,  1.40it/s]
Training 3/3 epoch (loss 0.1563):  77%|███████▋  | 1572/2046 [18:59<05:59,  1.32it/s]
Training 3/3 epoch (loss 0.1370):  77%|███████▋  | 1572/2046 [19:00<05:59,  1.32it/s]
Training 3/3 epoch (loss 0.1370):  77%|███████▋  | 1573/2046 [19:00<05:45,  1.37it/s]
Training 3/3 epoch (loss 0.1178):  77%|███████▋  | 1573/2046 [19:01<05:45,  1.37it/s]
Training 3/3 epoch (loss 0.1178):  77%|███████▋  | 1574/2046 [19:01<05:33,  1.42it/s]
Training 3/3 epoch (loss 0.1660):  77%|███████▋  | 1574/2046 [19:01<05:33,  1.42it/s]
Training 3/3 epoch (loss 0.1660):  77%|███████▋  | 1575/2046 [19:01<05:29,  1.43it/s]
Training 3/3 epoch (loss 0.1600):  77%|███████▋  | 1575/2046 [19:02<05:29,  1.43it/s]
Training 3/3 epoch (loss 0.1600):  77%|███████▋  | 1576/2046 [19:02<05:40,  1.38it/s]
Training 3/3 epoch (loss 0.0971):  77%|███████▋  | 1576/2046 [19:03<05:40,  1.38it/s]
Training 3/3 epoch (loss 0.0971):  77%|███████▋  | 1577/2046 [19:03<05:41,  1.37it/s]
Training 3/3 epoch (loss 0.0984):  77%|███████▋  | 1577/2046 [19:03<05:41,  1.37it/s]
Training 3/3 epoch (loss 0.0984):  77%|███████▋  | 1578/2046 [19:03<05:25,  1.44it/s]
Training 3/3 epoch (loss 0.2018):  77%|███████▋  | 1578/2046 [19:04<05:25,  1.44it/s]
Training 3/3 epoch (loss 0.2018):  77%|███████▋  | 1579/2046 [19:04<05:15,  1.48it/s]
Training 3/3 epoch (loss 0.2256):  77%|███████▋  | 1579/2046 [19:05<05:15,  1.48it/s]
Training 3/3 epoch (loss 0.2256):  77%|███████▋  | 1580/2046 [19:05<05:10,  1.50it/s]
Training 3/3 epoch (loss 0.1368):  77%|███████▋  | 1580/2046 [19:06<05:10,  1.50it/s]
Training 3/3 epoch (loss 0.1368):  77%|███████▋  | 1581/2046 [19:06<05:40,  1.36it/s]
Training 3/3 epoch (loss 0.0777):  77%|███████▋  | 1581/2046 [19:06<05:40,  1.36it/s]
Training 3/3 epoch (loss 0.0777):  77%|███████▋  | 1582/2046 [19:06<05:26,  1.42it/s]
Training 3/3 epoch (loss 0.1266):  77%|███████▋  | 1582/2046 [19:07<05:26,  1.42it/s]
Training 3/3 epoch (loss 0.1266):  77%|███████▋  | 1583/2046 [19:07<05:18,  1.46it/s]
Training 3/3 epoch (loss 0.1285):  77%|███████▋  | 1583/2046 [19:08<05:18,  1.46it/s]
Training 3/3 epoch (loss 0.1285):  77%|███████▋  | 1584/2046 [19:08<05:34,  1.38it/s]
Training 3/3 epoch (loss 0.1548):  77%|███████▋  | 1584/2046 [19:09<05:34,  1.38it/s]
Training 3/3 epoch (loss 0.1548):  77%|███████▋  | 1585/2046 [19:09<05:49,  1.32it/s]
Training 3/3 epoch (loss 0.1291):  77%|███████▋  | 1585/2046 [19:09<05:49,  1.32it/s]
Training 3/3 epoch (loss 0.1291):  78%|███████▊  | 1586/2046 [19:09<05:32,  1.38it/s]
Training 3/3 epoch (loss 0.1393):  78%|███████▊  | 1586/2046 [19:10<05:32,  1.38it/s]
Training 3/3 epoch (loss 0.1393):  78%|███████▊  | 1587/2046 [19:10<05:20,  1.43it/s]
Training 3/3 epoch (loss 0.1142):  78%|███████▊  | 1587/2046 [19:10<05:20,  1.43it/s]
Training 3/3 epoch (loss 0.1142):  78%|███████▊  | 1588/2046 [19:10<05:06,  1.50it/s]
Training 3/3 epoch (loss 0.1239):  78%|███████▊  | 1588/2046 [19:11<05:06,  1.50it/s]
Training 3/3 epoch (loss 0.1239):  78%|███████▊  | 1589/2046 [19:11<05:00,  1.52it/s]
Training 3/3 epoch (loss 0.1506):  78%|███████▊  | 1589/2046 [19:12<05:00,  1.52it/s]
Training 3/3 epoch (loss 0.1506):  78%|███████▊  | 1590/2046 [19:12<05:02,  1.51it/s]
Training 3/3 epoch (loss 0.1474):  78%|███████▊  | 1590/2046 [19:12<05:02,  1.51it/s]
Training 3/3 epoch (loss 0.1474):  78%|███████▊  | 1591/2046 [19:12<05:08,  1.47it/s]
Training 3/3 epoch (loss 0.1517):  78%|███████▊  | 1591/2046 [19:13<05:08,  1.47it/s]
Training 3/3 epoch (loss 0.1517):  78%|███████▊  | 1592/2046 [19:13<05:16,  1.43it/s]
Training 3/3 epoch (loss 0.1467):  78%|███████▊  | 1592/2046 [19:14<05:16,  1.43it/s]
Training 3/3 epoch (loss 0.1467):  78%|███████▊  | 1593/2046 [19:14<05:12,  1.45it/s]
Training 3/3 epoch (loss 0.1687):  78%|███████▊  | 1593/2046 [19:15<05:12,  1.45it/s]
Training 3/3 epoch (loss 0.1687):  78%|███████▊  | 1594/2046 [19:15<05:36,  1.34it/s]
Training 3/3 epoch (loss 0.0941):  78%|███████▊  | 1594/2046 [19:16<05:36,  1.34it/s]
Training 3/3 epoch (loss 0.0941):  78%|███████▊  | 1595/2046 [19:16<05:44,  1.31it/s]
Training 3/3 epoch (loss 0.1023):  78%|███████▊  | 1595/2046 [19:16<05:44,  1.31it/s]
Training 3/3 epoch (loss 0.1023):  78%|███████▊  | 1596/2046 [19:16<05:46,  1.30it/s]
Training 3/3 epoch (loss 0.1448):  78%|███████▊  | 1596/2046 [19:17<05:46,  1.30it/s]
Training 3/3 epoch (loss 0.1448):  78%|███████▊  | 1597/2046 [19:17<05:26,  1.38it/s]
Training 3/3 epoch (loss 0.1602):  78%|███████▊  | 1597/2046 [19:18<05:26,  1.38it/s]
Training 3/3 epoch (loss 0.1602):  78%|███████▊  | 1598/2046 [19:18<05:18,  1.41it/s]
Training 3/3 epoch (loss 0.1228):  78%|███████▊  | 1598/2046 [19:18<05:18,  1.41it/s]
Training 3/3 epoch (loss 0.1228):  78%|███████▊  | 1599/2046 [19:18<05:09,  1.44it/s]
Training 3/3 epoch (loss 0.1963):  78%|███████▊  | 1599/2046 [19:19<05:09,  1.44it/s]
Training 3/3 epoch (loss 0.1963):  78%|███████▊  | 1600/2046 [19:19<06:11,  1.20it/s]
Training 3/3 epoch (loss 0.1201):  78%|███████▊  | 1600/2046 [19:20<06:11,  1.20it/s]
Training 3/3 epoch (loss 0.1201):  78%|███████▊  | 1601/2046 [19:20<05:52,  1.26it/s]
Training 3/3 epoch (loss 0.1457):  78%|███████▊  | 1601/2046 [19:21<05:52,  1.26it/s]
Training 3/3 epoch (loss 0.1457):  78%|███████▊  | 1602/2046 [19:21<05:49,  1.27it/s]
Training 3/3 epoch (loss 0.0801):  78%|███████▊  | 1602/2046 [19:22<05:49,  1.27it/s]
Training 3/3 epoch (loss 0.0801):  78%|███████▊  | 1603/2046 [19:22<05:52,  1.26it/s]
Training 3/3 epoch (loss 0.1280):  78%|███████▊  | 1603/2046 [19:22<05:52,  1.26it/s]
Training 3/3 epoch (loss 0.1280):  78%|███████▊  | 1604/2046 [19:22<05:41,  1.30it/s]
Training 3/3 epoch (loss 0.2308):  78%|███████▊  | 1604/2046 [19:23<05:41,  1.30it/s]
Training 3/3 epoch (loss 0.2308):  78%|███████▊  | 1605/2046 [19:23<05:19,  1.38it/s]
Training 3/3 epoch (loss 0.1397):  78%|███████▊  | 1605/2046 [19:24<05:19,  1.38it/s]
Training 3/3 epoch (loss 0.1397):  78%|███████▊  | 1606/2046 [19:24<05:28,  1.34it/s]
Training 3/3 epoch (loss 0.1263):  78%|███████▊  | 1606/2046 [19:25<05:28,  1.34it/s]
Training 3/3 epoch (loss 0.1263):  79%|███████▊  | 1607/2046 [19:25<05:41,  1.28it/s]
Training 3/3 epoch (loss 0.0997):  79%|███████▊  | 1607/2046 [19:26<05:41,  1.28it/s]
Training 3/3 epoch (loss 0.0997):  79%|███████▊  | 1608/2046 [19:26<05:59,  1.22it/s]
Training 3/3 epoch (loss 0.2058):  79%|███████▊  | 1608/2046 [19:26<05:59,  1.22it/s]
Training 3/3 epoch (loss 0.2058):  79%|███████▊  | 1609/2046 [19:26<05:43,  1.27it/s]
Training 3/3 epoch (loss 0.0832):  79%|███████▊  | 1609/2046 [19:27<05:43,  1.27it/s]
Training 3/3 epoch (loss 0.0832):  79%|███████▊  | 1610/2046 [19:27<05:20,  1.36it/s]
Training 3/3 epoch (loss 0.1806):  79%|███████▊  | 1610/2046 [19:28<05:20,  1.36it/s]
Training 3/3 epoch (loss 0.1806):  79%|███████▊  | 1611/2046 [19:28<05:04,  1.43it/s]
Training 3/3 epoch (loss 0.1234):  79%|███████▊  | 1611/2046 [19:28<05:04,  1.43it/s]
Training 3/3 epoch (loss 0.1234):  79%|███████▉  | 1612/2046 [19:28<04:59,  1.45it/s]
Training 3/3 epoch (loss 0.2625):  79%|███████▉  | 1612/2046 [19:29<04:59,  1.45it/s]
Training 3/3 epoch (loss 0.2625):  79%|███████▉  | 1613/2046 [19:29<05:25,  1.33it/s]
Training 3/3 epoch (loss 0.2663):  79%|███████▉  | 1613/2046 [19:30<05:25,  1.33it/s]
Training 3/3 epoch (loss 0.2663):  79%|███████▉  | 1614/2046 [19:30<05:12,  1.38it/s]
Training 3/3 epoch (loss 0.1600):  79%|███████▉  | 1614/2046 [19:30<05:12,  1.38it/s]
Training 3/3 epoch (loss 0.1600):  79%|███████▉  | 1615/2046 [19:30<05:14,  1.37it/s]
Training 3/3 epoch (loss 0.1615):  79%|███████▉  | 1615/2046 [19:31<05:14,  1.37it/s]
Training 3/3 epoch (loss 0.1615):  79%|███████▉  | 1616/2046 [19:31<05:21,  1.34it/s]
Training 3/3 epoch (loss 0.1291):  79%|███████▉  | 1616/2046 [19:32<05:21,  1.34it/s]
Training 3/3 epoch (loss 0.1291):  79%|███████▉  | 1617/2046 [19:32<05:22,  1.33it/s]
Training 3/3 epoch (loss 0.1726):  79%|███████▉  | 1617/2046 [19:33<05:22,  1.33it/s]
Training 3/3 epoch (loss 0.1726):  79%|███████▉  | 1618/2046 [19:33<05:06,  1.40it/s]
Training 3/3 epoch (loss 0.1344):  79%|███████▉  | 1618/2046 [19:33<05:06,  1.40it/s]
Training 3/3 epoch (loss 0.1344):  79%|███████▉  | 1619/2046 [19:33<04:54,  1.45it/s]
Training 3/3 epoch (loss 0.1210):  79%|███████▉  | 1619/2046 [19:34<04:54,  1.45it/s]
Training 3/3 epoch (loss 0.1210):  79%|███████▉  | 1620/2046 [19:34<04:44,  1.50it/s]
Training 3/3 epoch (loss 0.2250):  79%|███████▉  | 1620/2046 [19:35<04:44,  1.50it/s]
Training 3/3 epoch (loss 0.2250):  79%|███████▉  | 1621/2046 [19:35<04:37,  1.53it/s]
Training 3/3 epoch (loss 0.1701):  79%|███████▉  | 1621/2046 [19:35<04:37,  1.53it/s]
Training 3/3 epoch (loss 0.1701):  79%|███████▉  | 1622/2046 [19:35<04:33,  1.55it/s]
Training 3/3 epoch (loss 0.1709):  79%|███████▉  | 1622/2046 [19:36<04:33,  1.55it/s]
Training 3/3 epoch (loss 0.1709):  79%|███████▉  | 1623/2046 [19:36<04:43,  1.49it/s]
Training 3/3 epoch (loss 0.0953):  79%|███████▉  | 1623/2046 [19:37<04:43,  1.49it/s]
Training 3/3 epoch (loss 0.0953):  79%|███████▉  | 1624/2046 [19:37<04:58,  1.41it/s]
Training 3/3 epoch (loss 0.1504):  79%|███████▉  | 1624/2046 [19:37<04:58,  1.41it/s]
Training 3/3 epoch (loss 0.1504):  79%|███████▉  | 1625/2046 [19:37<05:08,  1.37it/s]
Training 3/3 epoch (loss 0.1451):  79%|███████▉  | 1625/2046 [19:38<05:08,  1.37it/s]
Training 3/3 epoch (loss 0.1451):  79%|███████▉  | 1626/2046 [19:38<05:05,  1.38it/s]
Training 3/3 epoch (loss 0.2128):  79%|███████▉  | 1626/2046 [19:39<05:05,  1.38it/s]
Training 3/3 epoch (loss 0.2128):  80%|███████▉  | 1627/2046 [19:39<04:53,  1.43it/s]
Training 3/3 epoch (loss 0.1378):  80%|███████▉  | 1627/2046 [19:39<04:53,  1.43it/s]
Training 3/3 epoch (loss 0.1378):  80%|███████▉  | 1628/2046 [19:39<04:41,  1.49it/s]
Training 3/3 epoch (loss 0.1480):  80%|███████▉  | 1628/2046 [19:40<04:41,  1.49it/s]
Training 3/3 epoch (loss 0.1480):  80%|███████▉  | 1629/2046 [19:40<04:36,  1.51it/s]
Training 3/3 epoch (loss 0.0937):  80%|███████▉  | 1629/2046 [19:41<04:36,  1.51it/s]
Training 3/3 epoch (loss 0.0937):  80%|███████▉  | 1630/2046 [19:41<04:30,  1.54it/s]
Training 3/3 epoch (loss 0.1443):  80%|███████▉  | 1630/2046 [19:41<04:30,  1.54it/s]
Training 3/3 epoch (loss 0.1443):  80%|███████▉  | 1631/2046 [19:41<04:47,  1.44it/s]
Training 3/3 epoch (loss 0.1523):  80%|███████▉  | 1631/2046 [19:42<04:47,  1.44it/s]
Training 3/3 epoch (loss 0.1523):  80%|███████▉  | 1632/2046 [19:42<04:50,  1.43it/s]
Training 3/3 epoch (loss 0.1802):  80%|███████▉  | 1632/2046 [19:43<04:50,  1.43it/s]
Training 3/3 epoch (loss 0.1802):  80%|███████▉  | 1633/2046 [19:43<05:23,  1.28it/s]
Training 3/3 epoch (loss 0.1645):  80%|███████▉  | 1633/2046 [19:44<05:23,  1.28it/s]
Training 3/3 epoch (loss 0.1645):  80%|███████▉  | 1634/2046 [19:44<05:02,  1.36it/s]
Training 3/3 epoch (loss 0.1977):  80%|███████▉  | 1634/2046 [19:45<05:02,  1.36it/s]
Training 3/3 epoch (loss 0.1977):  80%|███████▉  | 1635/2046 [19:45<05:20,  1.28it/s]
Training 3/3 epoch (loss 0.1894):  80%|███████▉  | 1635/2046 [19:45<05:20,  1.28it/s]
Training 3/3 epoch (loss 0.1894):  80%|███████▉  | 1636/2046 [19:45<05:03,  1.35it/s]
Training 3/3 epoch (loss 0.2656):  80%|███████▉  | 1636/2046 [19:46<05:03,  1.35it/s]
Training 3/3 epoch (loss 0.2656):  80%|████████  | 1637/2046 [19:46<05:08,  1.33it/s]
Training 3/3 epoch (loss 0.1978):  80%|████████  | 1637/2046 [19:47<05:08,  1.33it/s]
Training 3/3 epoch (loss 0.1978):  80%|████████  | 1638/2046 [19:47<04:52,  1.39it/s]
Training 3/3 epoch (loss 0.1042):  80%|████████  | 1638/2046 [19:47<04:52,  1.39it/s]
Training 3/3 epoch (loss 0.1042):  80%|████████  | 1639/2046 [19:47<04:52,  1.39it/s]
Training 3/3 epoch (loss 0.1818):  80%|████████  | 1639/2046 [19:48<04:52,  1.39it/s]
Training 3/3 epoch (loss 0.1818):  80%|████████  | 1640/2046 [19:48<05:09,  1.31it/s]
Training 3/3 epoch (loss 0.0830):  80%|████████  | 1640/2046 [19:49<05:09,  1.31it/s]
Training 3/3 epoch (loss 0.0830):  80%|████████  | 1641/2046 [19:49<05:31,  1.22it/s]
Training 3/3 epoch (loss 0.1419):  80%|████████  | 1641/2046 [19:50<05:31,  1.22it/s]
Training 3/3 epoch (loss 0.1419):  80%|████████  | 1642/2046 [19:50<05:37,  1.20it/s]
Training 3/3 epoch (loss 0.1327):  80%|████████  | 1642/2046 [19:51<05:37,  1.20it/s]
Training 3/3 epoch (loss 0.1327):  80%|████████  | 1643/2046 [19:51<05:29,  1.22it/s]
Training 3/3 epoch (loss 0.1905):  80%|████████  | 1643/2046 [19:52<05:29,  1.22it/s]
Training 3/3 epoch (loss 0.1905):  80%|████████  | 1644/2046 [19:52<05:05,  1.32it/s]
Training 3/3 epoch (loss 0.1051):  80%|████████  | 1644/2046 [19:52<05:05,  1.32it/s]
Training 3/3 epoch (loss 0.1051):  80%|████████  | 1645/2046 [19:52<04:58,  1.34it/s]
Training 3/3 epoch (loss 0.1453):  80%|████████  | 1645/2046 [19:53<04:58,  1.34it/s]
Training 3/3 epoch (loss 0.1453):  80%|████████  | 1646/2046 [19:53<05:16,  1.26it/s]
Training 3/3 epoch (loss 0.1497):  80%|████████  | 1646/2046 [19:54<05:16,  1.26it/s]
Training 3/3 epoch (loss 0.1497):  80%|████████  | 1647/2046 [19:54<05:30,  1.21it/s]
Training 3/3 epoch (loss 0.1019):  80%|████████  | 1647/2046 [19:55<05:30,  1.21it/s]
Training 3/3 epoch (loss 0.1019):  81%|████████  | 1648/2046 [19:55<05:49,  1.14it/s]
Training 3/3 epoch (loss 0.1589):  81%|████████  | 1648/2046 [19:56<05:49,  1.14it/s]
Training 3/3 epoch (loss 0.1589):  81%|████████  | 1649/2046 [19:56<05:35,  1.18it/s]
Training 3/3 epoch (loss 0.1475):  81%|████████  | 1649/2046 [19:57<05:35,  1.18it/s]
Training 3/3 epoch (loss 0.1475):  81%|████████  | 1650/2046 [19:57<05:37,  1.17it/s]
Training 3/3 epoch (loss 0.1907):  81%|████████  | 1650/2046 [19:57<05:37,  1.17it/s]
Training 3/3 epoch (loss 0.1907):  81%|████████  | 1651/2046 [19:57<05:17,  1.25it/s]
Training 3/3 epoch (loss 0.1678):  81%|████████  | 1651/2046 [19:58<05:17,  1.25it/s]
Training 3/3 epoch (loss 0.1678):  81%|████████  | 1652/2046 [19:58<05:05,  1.29it/s]
Training 3/3 epoch (loss 0.1626):  81%|████████  | 1652/2046 [19:59<05:05,  1.29it/s]
Training 3/3 epoch (loss 0.1626):  81%|████████  | 1653/2046 [19:59<04:52,  1.34it/s]
Training 3/3 epoch (loss 0.0840):  81%|████████  | 1653/2046 [20:00<04:52,  1.34it/s]
Training 3/3 epoch (loss 0.0840):  81%|████████  | 1654/2046 [20:00<04:47,  1.37it/s]
Training 3/3 epoch (loss 0.1027):  81%|████████  | 1654/2046 [20:00<04:47,  1.37it/s]
Training 3/3 epoch (loss 0.1027):  81%|████████  | 1655/2046 [20:00<04:41,  1.39it/s]
Training 3/3 epoch (loss 0.1014):  81%|████████  | 1655/2046 [20:01<04:41,  1.39it/s]
Training 3/3 epoch (loss 0.1014):  81%|████████  | 1656/2046 [20:01<05:06,  1.27it/s]
Training 3/3 epoch (loss 0.1439):  81%|████████  | 1656/2046 [20:02<05:06,  1.27it/s]
Training 3/3 epoch (loss 0.1439):  81%|████████  | 1657/2046 [20:02<04:56,  1.31it/s]
Training 3/3 epoch (loss 0.0994):  81%|████████  | 1657/2046 [20:02<04:56,  1.31it/s]
Training 3/3 epoch (loss 0.0994):  81%|████████  | 1658/2046 [20:02<04:39,  1.39it/s]
Training 3/3 epoch (loss 0.1329):  81%|████████  | 1658/2046 [20:03<04:39,  1.39it/s]
Training 3/3 epoch (loss 0.1329):  81%|████████  | 1659/2046 [20:03<04:24,  1.46it/s]
Training 3/3 epoch (loss 0.1972):  81%|████████  | 1659/2046 [20:04<04:24,  1.46it/s]
Training 3/3 epoch (loss 0.1972):  81%|████████  | 1660/2046 [20:04<04:18,  1.49it/s]
Training 3/3 epoch (loss 0.1394):  81%|████████  | 1660/2046 [20:04<04:18,  1.49it/s]
Training 3/3 epoch (loss 0.1394):  81%|████████  | 1661/2046 [20:04<04:12,  1.52it/s]
Training 3/3 epoch (loss 0.1606):  81%|████████  | 1661/2046 [20:05<04:12,  1.52it/s]
Training 3/3 epoch (loss 0.1606):  81%|████████  | 1662/2046 [20:05<04:14,  1.51it/s]
Training 3/3 epoch (loss 0.2088):  81%|████████  | 1662/2046 [20:06<04:14,  1.51it/s]
Training 3/3 epoch (loss 0.2088):  81%|████████▏ | 1663/2046 [20:06<04:09,  1.53it/s]
Training 3/3 epoch (loss 0.1892):  81%|████████▏ | 1663/2046 [20:06<04:09,  1.53it/s]
Training 3/3 epoch (loss 0.1892):  81%|████████▏ | 1664/2046 [20:06<04:18,  1.48it/s]
Training 3/3 epoch (loss 0.1085):  81%|████████▏ | 1664/2046 [20:07<04:18,  1.48it/s]
Training 3/3 epoch (loss 0.1085):  81%|████████▏ | 1665/2046 [20:07<04:22,  1.45it/s]
Training 3/3 epoch (loss 0.1292):  81%|████████▏ | 1665/2046 [20:08<04:22,  1.45it/s]
Training 3/3 epoch (loss 0.1292):  81%|████████▏ | 1666/2046 [20:08<04:26,  1.43it/s]
Training 3/3 epoch (loss 0.1191):  81%|████████▏ | 1666/2046 [20:08<04:26,  1.43it/s]
Training 3/3 epoch (loss 0.1191):  81%|████████▏ | 1667/2046 [20:08<04:17,  1.47it/s]
Training 3/3 epoch (loss 0.1371):  81%|████████▏ | 1667/2046 [20:09<04:17,  1.47it/s]
Training 3/3 epoch (loss 0.1371):  82%|████████▏ | 1668/2046 [20:09<04:12,  1.50it/s]
Training 3/3 epoch (loss 0.0775):  82%|████████▏ | 1668/2046 [20:10<04:12,  1.50it/s]
Training 3/3 epoch (loss 0.0775):  82%|████████▏ | 1669/2046 [20:10<04:07,  1.52it/s]
Training 3/3 epoch (loss 0.1500):  82%|████████▏ | 1669/2046 [20:10<04:07,  1.52it/s]
Training 3/3 epoch (loss 0.1500):  82%|████████▏ | 1670/2046 [20:10<03:59,  1.57it/s]
Training 3/3 epoch (loss 0.1760):  82%|████████▏ | 1670/2046 [20:11<03:59,  1.57it/s]
Training 3/3 epoch (loss 0.1760):  82%|████████▏ | 1671/2046 [20:11<04:03,  1.54it/s]
Training 3/3 epoch (loss 0.1364):  82%|████████▏ | 1671/2046 [20:12<04:03,  1.54it/s]
Training 3/3 epoch (loss 0.1364):  82%|████████▏ | 1672/2046 [20:12<04:22,  1.42it/s]
Training 3/3 epoch (loss 0.1068):  82%|████████▏ | 1672/2046 [20:13<04:22,  1.42it/s]
Training 3/3 epoch (loss 0.1068):  82%|████████▏ | 1673/2046 [20:13<04:32,  1.37it/s]
Training 3/3 epoch (loss 0.1500):  82%|████████▏ | 1673/2046 [20:13<04:32,  1.37it/s]
Training 3/3 epoch (loss 0.1500):  82%|████████▏ | 1674/2046 [20:13<04:40,  1.33it/s]
Training 3/3 epoch (loss 0.1031):  82%|████████▏ | 1674/2046 [20:14<04:40,  1.33it/s]
Training 3/3 epoch (loss 0.1031):  82%|████████▏ | 1675/2046 [20:14<04:32,  1.36it/s]
Training 3/3 epoch (loss 0.1178):  82%|████████▏ | 1675/2046 [20:15<04:32,  1.36it/s]
Training 3/3 epoch (loss 0.1178):  82%|████████▏ | 1676/2046 [20:15<04:20,  1.42it/s]
Training 3/3 epoch (loss 0.1809):  82%|████████▏ | 1676/2046 [20:15<04:20,  1.42it/s]
Training 3/3 epoch (loss 0.1809):  82%|████████▏ | 1677/2046 [20:15<04:20,  1.42it/s]
Training 3/3 epoch (loss 0.1179):  82%|████████▏ | 1677/2046 [20:16<04:20,  1.42it/s]
Training 3/3 epoch (loss 0.1179):  82%|████████▏ | 1678/2046 [20:16<04:21,  1.41it/s]
Training 3/3 epoch (loss 0.1849):  82%|████████▏ | 1678/2046 [20:17<04:21,  1.41it/s]
Training 3/3 epoch (loss 0.1849):  82%|████████▏ | 1679/2046 [20:17<04:12,  1.45it/s]
Training 3/3 epoch (loss 0.2255):  82%|████████▏ | 1679/2046 [20:18<04:12,  1.45it/s]
Training 3/3 epoch (loss 0.2255):  82%|████████▏ | 1680/2046 [20:18<04:34,  1.33it/s]
Training 3/3 epoch (loss 0.1143):  82%|████████▏ | 1680/2046 [20:18<04:34,  1.33it/s]
Training 3/3 epoch (loss 0.1143):  82%|████████▏ | 1681/2046 [20:18<04:30,  1.35it/s]
Training 3/3 epoch (loss 0.1113):  82%|████████▏ | 1681/2046 [20:19<04:30,  1.35it/s]
Training 3/3 epoch (loss 0.1113):  82%|████████▏ | 1682/2046 [20:19<04:28,  1.36it/s]
Training 3/3 epoch (loss 0.1360):  82%|████████▏ | 1682/2046 [20:20<04:28,  1.36it/s]
Training 3/3 epoch (loss 0.1360):  82%|████████▏ | 1683/2046 [20:20<04:50,  1.25it/s]
Training 3/3 epoch (loss 0.1609):  82%|████████▏ | 1683/2046 [20:21<04:50,  1.25it/s]
Training 3/3 epoch (loss 0.1609):  82%|████████▏ | 1684/2046 [20:21<04:31,  1.33it/s]
Training 3/3 epoch (loss 0.1430):  82%|████████▏ | 1684/2046 [20:21<04:31,  1.33it/s]
Training 3/3 epoch (loss 0.1430):  82%|████████▏ | 1685/2046 [20:21<04:16,  1.41it/s]
Training 3/3 epoch (loss 0.2039):  82%|████████▏ | 1685/2046 [20:22<04:16,  1.41it/s]
Training 3/3 epoch (loss 0.2039):  82%|████████▏ | 1686/2046 [20:22<04:16,  1.40it/s]
Training 3/3 epoch (loss 0.1740):  82%|████████▏ | 1686/2046 [20:23<04:16,  1.40it/s]
Training 3/3 epoch (loss 0.1740):  82%|████████▏ | 1687/2046 [20:23<04:03,  1.47it/s]
Training 3/3 epoch (loss 0.1415):  82%|████████▏ | 1687/2046 [20:24<04:03,  1.47it/s]
Training 3/3 epoch (loss 0.1415):  83%|████████▎ | 1688/2046 [20:24<04:32,  1.31it/s]
Training 3/3 epoch (loss 0.1970):  83%|████████▎ | 1688/2046 [20:24<04:32,  1.31it/s]
Training 3/3 epoch (loss 0.1970):  83%|████████▎ | 1689/2046 [20:24<04:16,  1.39it/s]
Training 3/3 epoch (loss 0.0899):  83%|████████▎ | 1689/2046 [20:25<04:16,  1.39it/s]
Training 3/3 epoch (loss 0.0899):  83%|████████▎ | 1690/2046 [20:25<04:06,  1.44it/s]
Training 3/3 epoch (loss 0.1320):  83%|████████▎ | 1690/2046 [20:26<04:06,  1.44it/s]
Training 3/3 epoch (loss 0.1320):  83%|████████▎ | 1691/2046 [20:26<04:08,  1.43it/s]
Training 3/3 epoch (loss 0.1498):  83%|████████▎ | 1691/2046 [20:26<04:08,  1.43it/s]
Training 3/3 epoch (loss 0.1498):  83%|████████▎ | 1692/2046 [20:26<04:01,  1.46it/s]
Training 3/3 epoch (loss 0.1187):  83%|████████▎ | 1692/2046 [20:27<04:01,  1.46it/s]
Training 3/3 epoch (loss 0.1187):  83%|████████▎ | 1693/2046 [20:27<03:52,  1.52it/s]
Training 3/3 epoch (loss 0.1492):  83%|████████▎ | 1693/2046 [20:28<03:52,  1.52it/s]
Training 3/3 epoch (loss 0.1492):  83%|████████▎ | 1694/2046 [20:28<04:01,  1.46it/s]
Training 3/3 epoch (loss 0.1020):  83%|████████▎ | 1694/2046 [20:28<04:01,  1.46it/s]
Training 3/3 epoch (loss 0.1020):  83%|████████▎ | 1695/2046 [20:28<03:55,  1.49it/s]
Training 3/3 epoch (loss 0.1401):  83%|████████▎ | 1695/2046 [20:29<03:55,  1.49it/s]
Training 3/3 epoch (loss 0.1401):  83%|████████▎ | 1696/2046 [20:29<04:07,  1.41it/s]
Training 3/3 epoch (loss 0.1202):  83%|████████▎ | 1696/2046 [20:30<04:07,  1.41it/s]
Training 3/3 epoch (loss 0.1202):  83%|████████▎ | 1697/2046 [20:30<03:58,  1.46it/s]
Training 3/3 epoch (loss 0.0810):  83%|████████▎ | 1697/2046 [20:30<03:58,  1.46it/s]
Training 3/3 epoch (loss 0.0810):  83%|████████▎ | 1698/2046 [20:30<03:55,  1.48it/s]
Training 3/3 epoch (loss 0.1091):  83%|████████▎ | 1698/2046 [20:31<03:55,  1.48it/s]
Training 3/3 epoch (loss 0.1091):  83%|████████▎ | 1699/2046 [20:31<04:00,  1.44it/s]
Training 3/3 epoch (loss 0.1316):  83%|████████▎ | 1699/2046 [20:32<04:00,  1.44it/s]
Training 3/3 epoch (loss 0.1316):  83%|████████▎ | 1700/2046 [20:32<03:49,  1.50it/s]
Training 3/3 epoch (loss 0.1207):  83%|████████▎ | 1700/2046 [20:32<03:49,  1.50it/s]
Training 3/3 epoch (loss 0.1207):  83%|████████▎ | 1701/2046 [20:32<04:03,  1.42it/s]
Training 3/3 epoch (loss 0.1986):  83%|████████▎ | 1701/2046 [20:33<04:03,  1.42it/s]
Training 3/3 epoch (loss 0.1986):  83%|████████▎ | 1702/2046 [20:33<03:53,  1.47it/s]
Training 3/3 epoch (loss 0.1240):  83%|████████▎ | 1702/2046 [20:34<03:53,  1.47it/s]
Training 3/3 epoch (loss 0.1240):  83%|████████▎ | 1703/2046 [20:34<03:51,  1.48it/s]
Training 3/3 epoch (loss 0.1523):  83%|████████▎ | 1703/2046 [20:35<03:51,  1.48it/s]
Training 3/3 epoch (loss 0.1523):  83%|████████▎ | 1704/2046 [20:35<04:22,  1.30it/s]
Training 3/3 epoch (loss 0.1329):  83%|████████▎ | 1704/2046 [20:36<04:22,  1.30it/s]
Training 3/3 epoch (loss 0.1329):  83%|████████▎ | 1705/2046 [20:36<04:28,  1.27it/s]
Training 3/3 epoch (loss 0.1403):  83%|████████▎ | 1705/2046 [20:36<04:28,  1.27it/s]
Training 3/3 epoch (loss 0.1403):  83%|████████▎ | 1706/2046 [20:36<04:13,  1.34it/s]
Training 3/3 epoch (loss 0.1303):  83%|████████▎ | 1706/2046 [20:37<04:13,  1.34it/s]
Training 3/3 epoch (loss 0.1303):  83%|████████▎ | 1707/2046 [20:37<04:10,  1.35it/s]
Training 3/3 epoch (loss 0.1631):  83%|████████▎ | 1707/2046 [20:38<04:10,  1.35it/s]
Training 3/3 epoch (loss 0.1631):  83%|████████▎ | 1708/2046 [20:38<03:58,  1.42it/s]
Training 3/3 epoch (loss 0.1685):  83%|████████▎ | 1708/2046 [20:38<03:58,  1.42it/s]
Training 3/3 epoch (loss 0.1685):  84%|████████▎ | 1709/2046 [20:38<03:49,  1.47it/s]
Training 3/3 epoch (loss 0.0517):  84%|████████▎ | 1709/2046 [20:39<03:49,  1.47it/s]
Training 3/3 epoch (loss 0.0517):  84%|████████▎ | 1710/2046 [20:39<03:43,  1.50it/s]
Training 3/3 epoch (loss 0.0857):  84%|████████▎ | 1710/2046 [20:39<03:43,  1.50it/s]
Training 3/3 epoch (loss 0.0857):  84%|████████▎ | 1711/2046 [20:39<03:37,  1.54it/s]
Training 3/3 epoch (loss 0.1559):  84%|████████▎ | 1711/2046 [20:40<03:37,  1.54it/s]
Training 3/3 epoch (loss 0.1559):  84%|████████▎ | 1712/2046 [20:40<03:45,  1.48it/s]
Training 3/3 epoch (loss 0.2280):  84%|████████▎ | 1712/2046 [20:41<03:45,  1.48it/s]
Training 3/3 epoch (loss 0.2280):  84%|████████▎ | 1713/2046 [20:41<03:41,  1.50it/s]
Training 3/3 epoch (loss 0.1527):  84%|████████▎ | 1713/2046 [20:41<03:41,  1.50it/s]
Training 3/3 epoch (loss 0.1527):  84%|████████▍ | 1714/2046 [20:41<03:38,  1.52it/s]
Training 3/3 epoch (loss 0.1070):  84%|████████▍ | 1714/2046 [20:42<03:38,  1.52it/s]
Training 3/3 epoch (loss 0.1070):  84%|████████▍ | 1715/2046 [20:42<03:47,  1.45it/s]
Training 3/3 epoch (loss 0.0998):  84%|████████▍ | 1715/2046 [20:43<03:47,  1.45it/s]
Training 3/3 epoch (loss 0.0998):  84%|████████▍ | 1716/2046 [20:43<03:42,  1.48it/s]
Training 3/3 epoch (loss 0.0784):  84%|████████▍ | 1716/2046 [20:44<03:42,  1.48it/s]
Training 3/3 epoch (loss 0.0784):  84%|████████▍ | 1717/2046 [20:44<03:52,  1.42it/s]
Training 3/3 epoch (loss 0.1171):  84%|████████▍ | 1717/2046 [20:44<03:52,  1.42it/s]
Training 3/3 epoch (loss 0.1171):  84%|████████▍ | 1718/2046 [20:44<03:43,  1.47it/s]
Training 3/3 epoch (loss 0.1061):  84%|████████▍ | 1718/2046 [20:45<03:43,  1.47it/s]
Training 3/3 epoch (loss 0.1061):  84%|████████▍ | 1719/2046 [20:45<03:46,  1.44it/s]
Training 3/3 epoch (loss 0.1206):  84%|████████▍ | 1719/2046 [20:46<03:46,  1.44it/s]
Training 3/3 epoch (loss 0.1206):  84%|████████▍ | 1720/2046 [20:46<03:55,  1.38it/s]
Training 3/3 epoch (loss 0.1393):  84%|████████▍ | 1720/2046 [20:46<03:55,  1.38it/s]
Training 3/3 epoch (loss 0.1393):  84%|████████▍ | 1721/2046 [20:46<04:00,  1.35it/s]
Training 3/3 epoch (loss 0.1410):  84%|████████▍ | 1721/2046 [20:47<04:00,  1.35it/s]
Training 3/3 epoch (loss 0.1410):  84%|████████▍ | 1722/2046 [20:47<03:54,  1.38it/s]
Training 3/3 epoch (loss 0.1709):  84%|████████▍ | 1722/2046 [20:48<03:54,  1.38it/s]
Training 3/3 epoch (loss 0.1709):  84%|████████▍ | 1723/2046 [20:48<03:47,  1.42it/s]
Training 3/3 epoch (loss 0.1031):  84%|████████▍ | 1723/2046 [20:49<03:47,  1.42it/s]
Training 3/3 epoch (loss 0.1031):  84%|████████▍ | 1724/2046 [20:49<03:59,  1.34it/s]
Training 3/3 epoch (loss 0.1305):  84%|████████▍ | 1724/2046 [20:50<03:59,  1.34it/s]
Training 3/3 epoch (loss 0.1305):  84%|████████▍ | 1725/2046 [20:50<04:06,  1.30it/s]
Training 3/3 epoch (loss 0.1339):  84%|████████▍ | 1725/2046 [20:50<04:06,  1.30it/s]
Training 3/3 epoch (loss 0.1339):  84%|████████▍ | 1726/2046 [20:50<03:55,  1.36it/s]
Training 3/3 epoch (loss 0.1540):  84%|████████▍ | 1726/2046 [20:51<03:55,  1.36it/s]
Training 3/3 epoch (loss 0.1540):  84%|████████▍ | 1727/2046 [20:51<04:08,  1.28it/s]
Training 3/3 epoch (loss 0.1729):  84%|████████▍ | 1727/2046 [20:52<04:08,  1.28it/s]
Training 3/3 epoch (loss 0.1729):  84%|████████▍ | 1728/2046 [20:52<04:13,  1.25it/s]
Training 3/3 epoch (loss 0.0767):  84%|████████▍ | 1728/2046 [20:53<04:13,  1.25it/s]
Training 3/3 epoch (loss 0.0767):  85%|████████▍ | 1729/2046 [20:53<03:59,  1.33it/s]
Training 3/3 epoch (loss 0.1239):  85%|████████▍ | 1729/2046 [20:53<03:59,  1.33it/s]
Training 3/3 epoch (loss 0.1239):  85%|████████▍ | 1730/2046 [20:53<03:51,  1.36it/s]
Training 3/3 epoch (loss 0.0962):  85%|████████▍ | 1730/2046 [20:54<03:51,  1.36it/s]
Training 3/3 epoch (loss 0.0962):  85%|████████▍ | 1731/2046 [20:54<04:05,  1.29it/s]
Training 3/3 epoch (loss 0.1462):  85%|████████▍ | 1731/2046 [20:55<04:05,  1.29it/s]
Training 3/3 epoch (loss 0.1462):  85%|████████▍ | 1732/2046 [20:55<03:59,  1.31it/s]
Training 3/3 epoch (loss 0.1097):  85%|████████▍ | 1732/2046 [20:55<03:59,  1.31it/s]
Training 3/3 epoch (loss 0.1097):  85%|████████▍ | 1733/2046 [20:55<03:48,  1.37it/s]
Training 3/3 epoch (loss 0.1129):  85%|████████▍ | 1733/2046 [20:56<03:48,  1.37it/s]
Training 3/3 epoch (loss 0.1129):  85%|████████▍ | 1734/2046 [20:56<03:42,  1.40it/s]
Training 3/3 epoch (loss 0.1207):  85%|████████▍ | 1734/2046 [20:57<03:42,  1.40it/s]
Training 3/3 epoch (loss 0.1207):  85%|████████▍ | 1735/2046 [20:57<03:50,  1.35it/s]
Training 3/3 epoch (loss 0.1949):  85%|████████▍ | 1735/2046 [20:58<03:50,  1.35it/s]
Training 3/3 epoch (loss 0.1949):  85%|████████▍ | 1736/2046 [20:58<03:58,  1.30it/s]
Training 3/3 epoch (loss 0.1725):  85%|████████▍ | 1736/2046 [20:59<03:58,  1.30it/s]
Training 3/3 epoch (loss 0.1725):  85%|████████▍ | 1737/2046 [20:59<03:51,  1.34it/s]
Training 3/3 epoch (loss 0.1024):  85%|████████▍ | 1737/2046 [20:59<03:51,  1.34it/s]
Training 3/3 epoch (loss 0.1024):  85%|████████▍ | 1738/2046 [20:59<04:02,  1.27it/s]
Training 3/3 epoch (loss 0.1703):  85%|████████▍ | 1738/2046 [21:00<04:02,  1.27it/s]
Training 3/3 epoch (loss 0.1703):  85%|████████▍ | 1739/2046 [21:00<03:44,  1.37it/s]
Training 3/3 epoch (loss 0.1103):  85%|████████▍ | 1739/2046 [21:01<03:44,  1.37it/s]
Training 3/3 epoch (loss 0.1103):  85%|████████▌ | 1740/2046 [21:01<03:33,  1.43it/s]
Training 3/3 epoch (loss 0.0920):  85%|████████▌ | 1740/2046 [21:02<03:33,  1.43it/s]
Training 3/3 epoch (loss 0.0920):  85%|████████▌ | 1741/2046 [21:02<04:16,  1.19it/s]
Training 3/3 epoch (loss 0.1255):  85%|████████▌ | 1741/2046 [21:02<04:16,  1.19it/s]
Training 3/3 epoch (loss 0.1255):  85%|████████▌ | 1742/2046 [21:02<03:56,  1.28it/s]
Training 3/3 epoch (loss 0.1087):  85%|████████▌ | 1742/2046 [21:03<03:56,  1.28it/s]
Training 3/3 epoch (loss 0.1087):  85%|████████▌ | 1743/2046 [21:03<03:42,  1.36it/s]
Training 3/3 epoch (loss 0.1517):  85%|████████▌ | 1743/2046 [21:04<03:42,  1.36it/s]
Training 3/3 epoch (loss 0.1517):  85%|████████▌ | 1744/2046 [21:04<04:10,  1.21it/s]
Training 3/3 epoch (loss 0.1168):  85%|████████▌ | 1744/2046 [21:05<04:10,  1.21it/s]
Training 3/3 epoch (loss 0.1168):  85%|████████▌ | 1745/2046 [21:05<03:51,  1.30it/s]
Training 3/3 epoch (loss 0.1076):  85%|████████▌ | 1745/2046 [21:05<03:51,  1.30it/s]
Training 3/3 epoch (loss 0.1076):  85%|████████▌ | 1746/2046 [21:05<03:37,  1.38it/s]
Training 3/3 epoch (loss 0.2306):  85%|████████▌ | 1746/2046 [21:06<03:37,  1.38it/s]
Training 3/3 epoch (loss 0.2306):  85%|████████▌ | 1747/2046 [21:06<03:32,  1.41it/s]
Training 3/3 epoch (loss 0.1342):  85%|████████▌ | 1747/2046 [21:07<03:32,  1.41it/s]
Training 3/3 epoch (loss 0.1342):  85%|████████▌ | 1748/2046 [21:07<03:27,  1.43it/s]
Training 3/3 epoch (loss 0.1327):  85%|████████▌ | 1748/2046 [21:07<03:27,  1.43it/s]
Training 3/3 epoch (loss 0.1327):  85%|████████▌ | 1749/2046 [21:07<03:21,  1.48it/s]
Training 3/3 epoch (loss 0.1277):  85%|████████▌ | 1749/2046 [21:08<03:21,  1.48it/s]
Training 3/3 epoch (loss 0.1277):  86%|████████▌ | 1750/2046 [21:08<03:14,  1.52it/s]
Training 3/3 epoch (loss 0.1491):  86%|████████▌ | 1750/2046 [21:09<03:14,  1.52it/s]
Training 3/3 epoch (loss 0.1491):  86%|████████▌ | 1751/2046 [21:09<03:26,  1.43it/s]
Training 3/3 epoch (loss 0.1379):  86%|████████▌ | 1751/2046 [21:09<03:26,  1.43it/s]
Training 3/3 epoch (loss 0.1379):  86%|████████▌ | 1752/2046 [21:09<03:30,  1.39it/s]
Training 3/3 epoch (loss 0.1546):  86%|████████▌ | 1752/2046 [21:10<03:30,  1.39it/s]
Training 3/3 epoch (loss 0.1546):  86%|████████▌ | 1753/2046 [21:10<03:20,  1.46it/s]
Training 3/3 epoch (loss 0.1405):  86%|████████▌ | 1753/2046 [21:11<03:20,  1.46it/s]
Training 3/3 epoch (loss 0.1405):  86%|████████▌ | 1754/2046 [21:11<03:12,  1.52it/s]
Training 3/3 epoch (loss 0.0775):  86%|████████▌ | 1754/2046 [21:11<03:12,  1.52it/s]
Training 3/3 epoch (loss 0.0775):  86%|████████▌ | 1755/2046 [21:11<03:08,  1.55it/s]
Training 3/3 epoch (loss 0.0971):  86%|████████▌ | 1755/2046 [21:12<03:08,  1.55it/s]
Training 3/3 epoch (loss 0.0971):  86%|████████▌ | 1756/2046 [21:12<03:03,  1.58it/s]
Training 3/3 epoch (loss 0.1580):  86%|████████▌ | 1756/2046 [21:13<03:03,  1.58it/s]
Training 3/3 epoch (loss 0.1580):  86%|████████▌ | 1757/2046 [21:13<03:07,  1.54it/s]
Training 3/3 epoch (loss 0.0996):  86%|████████▌ | 1757/2046 [21:13<03:07,  1.54it/s]
Training 3/3 epoch (loss 0.0996):  86%|████████▌ | 1758/2046 [21:13<03:03,  1.57it/s]
Training 3/3 epoch (loss 0.0855):  86%|████████▌ | 1758/2046 [21:14<03:03,  1.57it/s]
Training 3/3 epoch (loss 0.0855):  86%|████████▌ | 1759/2046 [21:14<03:00,  1.59it/s]
Training 3/3 epoch (loss 0.1197):  86%|████████▌ | 1759/2046 [21:15<03:00,  1.59it/s]
Training 3/3 epoch (loss 0.1197):  86%|████████▌ | 1760/2046 [21:15<03:21,  1.42it/s]
Training 3/3 epoch (loss 0.1339):  86%|████████▌ | 1760/2046 [21:16<03:21,  1.42it/s]
Training 3/3 epoch (loss 0.1339):  86%|████████▌ | 1761/2046 [21:16<03:29,  1.36it/s]
Training 3/3 epoch (loss 0.1602):  86%|████████▌ | 1761/2046 [21:16<03:29,  1.36it/s]
Training 3/3 epoch (loss 0.1602):  86%|████████▌ | 1762/2046 [21:16<03:25,  1.38it/s]
Training 3/3 epoch (loss 0.1974):  86%|████████▌ | 1762/2046 [21:17<03:25,  1.38it/s]
Training 3/3 epoch (loss 0.1974):  86%|████████▌ | 1763/2046 [21:17<03:23,  1.39it/s]
Training 3/3 epoch (loss 0.1689):  86%|████████▌ | 1763/2046 [21:18<03:23,  1.39it/s]
Training 3/3 epoch (loss 0.1689):  86%|████████▌ | 1764/2046 [21:18<03:20,  1.41it/s]
Training 3/3 epoch (loss 0.1353):  86%|████████▌ | 1764/2046 [21:18<03:20,  1.41it/s]
Training 3/3 epoch (loss 0.1353):  86%|████████▋ | 1765/2046 [21:18<03:18,  1.41it/s]
Training 3/3 epoch (loss 0.0986):  86%|████████▋ | 1765/2046 [21:19<03:18,  1.41it/s]
Training 3/3 epoch (loss 0.0986):  86%|████████▋ | 1766/2046 [21:19<03:24,  1.37it/s]
Training 3/3 epoch (loss 0.0743):  86%|████████▋ | 1766/2046 [21:20<03:24,  1.37it/s]
Training 3/3 epoch (loss 0.0743):  86%|████████▋ | 1767/2046 [21:20<03:15,  1.43it/s]
Training 3/3 epoch (loss 0.1362):  86%|████████▋ | 1767/2046 [21:21<03:15,  1.43it/s]
Training 3/3 epoch (loss 0.1362):  86%|████████▋ | 1768/2046 [21:21<03:23,  1.37it/s]
Training 3/3 epoch (loss 0.1373):  86%|████████▋ | 1768/2046 [21:21<03:23,  1.37it/s]
Training 3/3 epoch (loss 0.1373):  86%|████████▋ | 1769/2046 [21:21<03:26,  1.34it/s]
Training 3/3 epoch (loss 0.1049):  86%|████████▋ | 1769/2046 [21:22<03:26,  1.34it/s]
Training 3/3 epoch (loss 0.1049):  87%|████████▋ | 1770/2046 [21:22<03:17,  1.40it/s]
Training 3/3 epoch (loss 0.1531):  87%|████████▋ | 1770/2046 [21:23<03:17,  1.40it/s]
Training 3/3 epoch (loss 0.1531):  87%|████████▋ | 1771/2046 [21:23<03:07,  1.47it/s]
Training 3/3 epoch (loss 0.1283):  87%|████████▋ | 1771/2046 [21:23<03:07,  1.47it/s]
Training 3/3 epoch (loss 0.1283):  87%|████████▋ | 1772/2046 [21:23<03:12,  1.42it/s]
Training 3/3 epoch (loss 0.0622):  87%|████████▋ | 1772/2046 [21:24<03:12,  1.42it/s]
Training 3/3 epoch (loss 0.0622):  87%|████████▋ | 1773/2046 [21:24<03:12,  1.42it/s]
Training 3/3 epoch (loss 0.0735):  87%|████████▋ | 1773/2046 [21:25<03:12,  1.42it/s]
Training 3/3 epoch (loss 0.0735):  87%|████████▋ | 1774/2046 [21:25<03:44,  1.21it/s]
Training 3/3 epoch (loss 0.0925):  87%|████████▋ | 1774/2046 [21:26<03:44,  1.21it/s]
Training 3/3 epoch (loss 0.0925):  87%|████████▋ | 1775/2046 [21:26<03:27,  1.31it/s]
Training 3/3 epoch (loss 0.1417):  87%|████████▋ | 1775/2046 [21:27<03:27,  1.31it/s]
Training 3/3 epoch (loss 0.1417):  87%|████████▋ | 1776/2046 [21:27<03:26,  1.31it/s]
Training 3/3 epoch (loss 0.0922):  87%|████████▋ | 1776/2046 [21:27<03:26,  1.31it/s]
Training 3/3 epoch (loss 0.0922):  87%|████████▋ | 1777/2046 [21:27<03:18,  1.35it/s]
Training 3/3 epoch (loss 0.1769):  87%|████████▋ | 1777/2046 [21:28<03:18,  1.35it/s]
Training 3/3 epoch (loss 0.1769):  87%|████████▋ | 1778/2046 [21:28<03:24,  1.31it/s]
Training 3/3 epoch (loss 0.1256):  87%|████████▋ | 1778/2046 [21:29<03:24,  1.31it/s]
Training 3/3 epoch (loss 0.1256):  87%|████████▋ | 1779/2046 [21:29<03:12,  1.39it/s]
Training 3/3 epoch (loss 0.1120):  87%|████████▋ | 1779/2046 [21:29<03:12,  1.39it/s]
Training 3/3 epoch (loss 0.1120):  87%|████████▋ | 1780/2046 [21:29<03:08,  1.41it/s]
Training 3/3 epoch (loss 0.0899):  87%|████████▋ | 1780/2046 [21:30<03:08,  1.41it/s]
Training 3/3 epoch (loss 0.0899):  87%|████████▋ | 1781/2046 [21:30<03:05,  1.43it/s]
Training 3/3 epoch (loss 0.1032):  87%|████████▋ | 1781/2046 [21:31<03:05,  1.43it/s]
Training 3/3 epoch (loss 0.1032):  87%|████████▋ | 1782/2046 [21:31<03:00,  1.46it/s]
Training 3/3 epoch (loss 0.0735):  87%|████████▋ | 1782/2046 [21:31<03:00,  1.46it/s]
Training 3/3 epoch (loss 0.0735):  87%|████████▋ | 1783/2046 [21:31<02:59,  1.47it/s]
Training 3/3 epoch (loss 0.0732):  87%|████████▋ | 1783/2046 [21:32<02:59,  1.47it/s]
Training 3/3 epoch (loss 0.0732):  87%|████████▋ | 1784/2046 [21:32<03:23,  1.29it/s]
Training 3/3 epoch (loss 0.1530):  87%|████████▋ | 1784/2046 [21:33<03:23,  1.29it/s]
Training 3/3 epoch (loss 0.1530):  87%|████████▋ | 1785/2046 [21:33<03:20,  1.30it/s]
Training 3/3 epoch (loss 0.1216):  87%|████████▋ | 1785/2046 [21:34<03:20,  1.30it/s]
Training 3/3 epoch (loss 0.1216):  87%|████████▋ | 1786/2046 [21:34<03:27,  1.25it/s]
Training 3/3 epoch (loss 0.1037):  87%|████████▋ | 1786/2046 [21:35<03:27,  1.25it/s]
Training 3/3 epoch (loss 0.1037):  87%|████████▋ | 1787/2046 [21:35<03:15,  1.33it/s]
Training 3/3 epoch (loss 0.2362):  87%|████████▋ | 1787/2046 [21:35<03:15,  1.33it/s]
Training 3/3 epoch (loss 0.2362):  87%|████████▋ | 1788/2046 [21:35<03:11,  1.34it/s]
Training 3/3 epoch (loss 0.1490):  87%|████████▋ | 1788/2046 [21:36<03:11,  1.34it/s]
Training 3/3 epoch (loss 0.1490):  87%|████████▋ | 1789/2046 [21:36<03:23,  1.26it/s]
Training 3/3 epoch (loss 0.1078):  87%|████████▋ | 1789/2046 [21:37<03:23,  1.26it/s]
Training 3/3 epoch (loss 0.1078):  87%|████████▋ | 1790/2046 [21:37<03:10,  1.35it/s]
Training 3/3 epoch (loss 0.1444):  87%|████████▋ | 1790/2046 [21:37<03:10,  1.35it/s]
Training 3/3 epoch (loss 0.1444):  88%|████████▊ | 1791/2046 [21:37<03:01,  1.40it/s]
Training 3/3 epoch (loss 0.1651):  88%|████████▊ | 1791/2046 [21:38<03:01,  1.40it/s]
Training 3/3 epoch (loss 0.1651):  88%|████████▊ | 1792/2046 [21:38<03:17,  1.28it/s]
Training 3/3 epoch (loss 0.1568):  88%|████████▊ | 1792/2046 [21:39<03:17,  1.28it/s]
Training 3/3 epoch (loss 0.1568):  88%|████████▊ | 1793/2046 [21:39<03:20,  1.26it/s]
Training 3/3 epoch (loss 0.1422):  88%|████████▊ | 1793/2046 [21:40<03:20,  1.26it/s]
Training 3/3 epoch (loss 0.1422):  88%|████████▊ | 1794/2046 [21:40<03:19,  1.26it/s]
Training 3/3 epoch (loss 0.1376):  88%|████████▊ | 1794/2046 [21:41<03:19,  1.26it/s]
Training 3/3 epoch (loss 0.1376):  88%|████████▊ | 1795/2046 [21:41<03:14,  1.29it/s]
Training 3/3 epoch (loss 0.1330):  88%|████████▊ | 1795/2046 [21:42<03:14,  1.29it/s]
Training 3/3 epoch (loss 0.1330):  88%|████████▊ | 1796/2046 [21:42<03:12,  1.30it/s]
Training 3/3 epoch (loss 0.1632):  88%|████████▊ | 1796/2046 [21:42<03:12,  1.30it/s]
Training 3/3 epoch (loss 0.1632):  88%|████████▊ | 1797/2046 [21:42<03:11,  1.30it/s]
Training 3/3 epoch (loss 0.1718):  88%|████████▊ | 1797/2046 [21:43<03:11,  1.30it/s]
Training 3/3 epoch (loss 0.1718):  88%|████████▊ | 1798/2046 [21:43<02:58,  1.39it/s]
Training 3/3 epoch (loss 0.1183):  88%|████████▊ | 1798/2046 [21:43<02:58,  1.39it/s]
Training 3/3 epoch (loss 0.1183):  88%|████████▊ | 1799/2046 [21:43<02:49,  1.45it/s]
Training 3/3 epoch (loss 0.0887):  88%|████████▊ | 1799/2046 [21:44<02:49,  1.45it/s]
Training 3/3 epoch (loss 0.0887):  88%|████████▊ | 1800/2046 [21:44<03:05,  1.32it/s]
Training 3/3 epoch (loss 0.1134):  88%|████████▊ | 1800/2046 [21:45<03:05,  1.32it/s]
Training 3/3 epoch (loss 0.1134):  88%|████████▊ | 1801/2046 [21:45<03:06,  1.31it/s]
Training 3/3 epoch (loss 0.0641):  88%|████████▊ | 1801/2046 [21:46<03:06,  1.31it/s]
Training 3/3 epoch (loss 0.0641):  88%|████████▊ | 1802/2046 [21:46<03:02,  1.34it/s]
Training 3/3 epoch (loss 0.1664):  88%|████████▊ | 1802/2046 [21:47<03:02,  1.34it/s]
Training 3/3 epoch (loss 0.1664):  88%|████████▊ | 1803/2046 [21:47<02:54,  1.39it/s]
Training 3/3 epoch (loss 0.0645):  88%|████████▊ | 1803/2046 [21:47<02:54,  1.39it/s]
Training 3/3 epoch (loss 0.0645):  88%|████████▊ | 1804/2046 [21:47<02:49,  1.43it/s]
Training 3/3 epoch (loss 0.1669):  88%|████████▊ | 1804/2046 [21:48<02:49,  1.43it/s]
Training 3/3 epoch (loss 0.1669):  88%|████████▊ | 1805/2046 [21:48<02:43,  1.47it/s]
Training 3/3 epoch (loss 0.1961):  88%|████████▊ | 1805/2046 [21:48<02:43,  1.47it/s]
Training 3/3 epoch (loss 0.1961):  88%|████████▊ | 1806/2046 [21:48<02:38,  1.51it/s]
Training 3/3 epoch (loss 0.1205):  88%|████████▊ | 1806/2046 [21:49<02:38,  1.51it/s]
Training 3/3 epoch (loss 0.1205):  88%|████████▊ | 1807/2046 [21:49<02:36,  1.53it/s]
Training 3/3 epoch (loss 0.1012):  88%|████████▊ | 1807/2046 [21:50<02:36,  1.53it/s]
Training 3/3 epoch (loss 0.1012):  88%|████████▊ | 1808/2046 [21:50<02:41,  1.47it/s]
Training 3/3 epoch (loss 0.1376):  88%|████████▊ | 1808/2046 [21:51<02:41,  1.47it/s]
Training 3/3 epoch (loss 0.1376):  88%|████████▊ | 1809/2046 [21:51<02:39,  1.48it/s]
Training 3/3 epoch (loss 0.1180):  88%|████████▊ | 1809/2046 [21:51<02:39,  1.48it/s]
Training 3/3 epoch (loss 0.1180):  88%|████████▊ | 1810/2046 [21:51<02:36,  1.51it/s]
Training 3/3 epoch (loss 0.1400):  88%|████████▊ | 1810/2046 [21:52<02:36,  1.51it/s]
Training 3/3 epoch (loss 0.1400):  89%|████████▊ | 1811/2046 [21:52<02:37,  1.49it/s]
Training 3/3 epoch (loss 0.0751):  89%|████████▊ | 1811/2046 [21:53<02:37,  1.49it/s]
Training 3/3 epoch (loss 0.0751):  89%|████████▊ | 1812/2046 [21:53<02:38,  1.47it/s]
Training 3/3 epoch (loss 0.1078):  89%|████████▊ | 1812/2046 [21:53<02:38,  1.47it/s]
Training 3/3 epoch (loss 0.1078):  89%|████████▊ | 1813/2046 [21:53<02:48,  1.38it/s]
Training 3/3 epoch (loss 0.1187):  89%|████████▊ | 1813/2046 [21:54<02:48,  1.38it/s]
Training 3/3 epoch (loss 0.1187):  89%|████████▊ | 1814/2046 [21:54<02:50,  1.36it/s]
Training 3/3 epoch (loss 0.0990):  89%|████████▊ | 1814/2046 [21:55<02:50,  1.36it/s]
Training 3/3 epoch (loss 0.0990):  89%|████████▊ | 1815/2046 [21:55<02:47,  1.38it/s]
Training 3/3 epoch (loss 0.1141):  89%|████████▊ | 1815/2046 [21:56<02:47,  1.38it/s]
Training 3/3 epoch (loss 0.1141):  89%|████████▉ | 1816/2046 [21:56<02:48,  1.36it/s]
Training 3/3 epoch (loss 0.1613):  89%|████████▉ | 1816/2046 [21:56<02:48,  1.36it/s]
Training 3/3 epoch (loss 0.1613):  89%|████████▉ | 1817/2046 [21:56<02:41,  1.42it/s]
Training 3/3 epoch (loss 0.1420):  89%|████████▉ | 1817/2046 [21:57<02:41,  1.42it/s]
Training 3/3 epoch (loss 0.1420):  89%|████████▉ | 1818/2046 [21:57<02:48,  1.36it/s]
Training 3/3 epoch (loss 0.0966):  89%|████████▉ | 1818/2046 [21:58<02:48,  1.36it/s]
Training 3/3 epoch (loss 0.0966):  89%|████████▉ | 1819/2046 [21:58<02:40,  1.42it/s]
Training 3/3 epoch (loss 0.0996):  89%|████████▉ | 1819/2046 [21:58<02:40,  1.42it/s]
Training 3/3 epoch (loss 0.0996):  89%|████████▉ | 1820/2046 [21:58<02:35,  1.45it/s]
Training 3/3 epoch (loss 0.1758):  89%|████████▉ | 1820/2046 [21:59<02:35,  1.45it/s]
Training 3/3 epoch (loss 0.1758):  89%|████████▉ | 1821/2046 [21:59<02:42,  1.38it/s]
Training 3/3 epoch (loss 0.1103):  89%|████████▉ | 1821/2046 [22:00<02:42,  1.38it/s]
Training 3/3 epoch (loss 0.1103):  89%|████████▉ | 1822/2046 [22:00<02:37,  1.42it/s]
Training 3/3 epoch (loss 0.1374):  89%|████████▉ | 1822/2046 [22:00<02:37,  1.42it/s]
Training 3/3 epoch (loss 0.1374):  89%|████████▉ | 1823/2046 [22:00<02:29,  1.49it/s]
Training 3/3 epoch (loss 0.0831):  89%|████████▉ | 1823/2046 [22:01<02:29,  1.49it/s]
Training 3/3 epoch (loss 0.0831):  89%|████████▉ | 1824/2046 [22:01<02:43,  1.36it/s]
Training 3/3 epoch (loss 0.0685):  89%|████████▉ | 1824/2046 [22:02<02:43,  1.36it/s]
Training 3/3 epoch (loss 0.0685):  89%|████████▉ | 1825/2046 [22:02<02:40,  1.38it/s]
Training 3/3 epoch (loss 0.1151):  89%|████████▉ | 1825/2046 [22:03<02:40,  1.38it/s]
Training 3/3 epoch (loss 0.1151):  89%|████████▉ | 1826/2046 [22:03<02:34,  1.43it/s]
Training 3/3 epoch (loss 0.1012):  89%|████████▉ | 1826/2046 [22:03<02:34,  1.43it/s]
Training 3/3 epoch (loss 0.1012):  89%|████████▉ | 1827/2046 [22:03<02:30,  1.46it/s]
Training 3/3 epoch (loss 0.1426):  89%|████████▉ | 1827/2046 [22:04<02:30,  1.46it/s]
Training 3/3 epoch (loss 0.1426):  89%|████████▉ | 1828/2046 [22:04<02:30,  1.45it/s]
Training 3/3 epoch (loss 0.0780):  89%|████████▉ | 1828/2046 [22:05<02:30,  1.45it/s]
Training 3/3 epoch (loss 0.0780):  89%|████████▉ | 1829/2046 [22:05<02:26,  1.48it/s]
Training 3/3 epoch (loss 0.1489):  89%|████████▉ | 1829/2046 [22:05<02:26,  1.48it/s]
Training 3/3 epoch (loss 0.1489):  89%|████████▉ | 1830/2046 [22:05<02:22,  1.51it/s]
Training 3/3 epoch (loss 0.1270):  89%|████████▉ | 1830/2046 [22:06<02:22,  1.51it/s]
Training 3/3 epoch (loss 0.1270):  89%|████████▉ | 1831/2046 [22:06<02:21,  1.51it/s]
Training 3/3 epoch (loss 0.1029):  89%|████████▉ | 1831/2046 [22:07<02:21,  1.51it/s]
Training 3/3 epoch (loss 0.1029):  90%|████████▉ | 1832/2046 [22:07<02:28,  1.44it/s]
Training 3/3 epoch (loss 0.0959):  90%|████████▉ | 1832/2046 [22:07<02:28,  1.44it/s]
Training 3/3 epoch (loss 0.0959):  90%|████████▉ | 1833/2046 [22:07<02:38,  1.34it/s]
Training 3/3 epoch (loss 0.1358):  90%|████████▉ | 1833/2046 [22:08<02:38,  1.34it/s]
Training 3/3 epoch (loss 0.1358):  90%|████████▉ | 1834/2046 [22:08<02:33,  1.38it/s]
Training 3/3 epoch (loss 0.0613):  90%|████████▉ | 1834/2046 [22:09<02:33,  1.38it/s]
Training 3/3 epoch (loss 0.0613):  90%|████████▉ | 1835/2046 [22:09<02:28,  1.42it/s]
Training 3/3 epoch (loss 0.1112):  90%|████████▉ | 1835/2046 [22:09<02:28,  1.42it/s]
Training 3/3 epoch (loss 0.1112):  90%|████████▉ | 1836/2046 [22:09<02:22,  1.48it/s]
Training 3/3 epoch (loss 0.0948):  90%|████████▉ | 1836/2046 [22:10<02:22,  1.48it/s]
Training 3/3 epoch (loss 0.0948):  90%|████████▉ | 1837/2046 [22:10<02:20,  1.49it/s]
Training 3/3 epoch (loss 0.0739):  90%|████████▉ | 1837/2046 [22:11<02:20,  1.49it/s]
Training 3/3 epoch (loss 0.0739):  90%|████████▉ | 1838/2046 [22:11<02:34,  1.35it/s]
Training 3/3 epoch (loss 0.0802):  90%|████████▉ | 1838/2046 [22:12<02:34,  1.35it/s]
Training 3/3 epoch (loss 0.0802):  90%|████████▉ | 1839/2046 [22:12<02:33,  1.35it/s]
Training 3/3 epoch (loss 0.1088):  90%|████████▉ | 1839/2046 [22:13<02:33,  1.35it/s]
Training 3/3 epoch (loss 0.1088):  90%|████████▉ | 1840/2046 [22:13<02:36,  1.31it/s]
Training 3/3 epoch (loss 0.1669):  90%|████████▉ | 1840/2046 [22:13<02:36,  1.31it/s]
Training 3/3 epoch (loss 0.1669):  90%|████████▉ | 1841/2046 [22:13<02:26,  1.40it/s]
Training 3/3 epoch (loss 0.0550):  90%|████████▉ | 1841/2046 [22:14<02:26,  1.40it/s]
Training 3/3 epoch (loss 0.0550):  90%|█████████ | 1842/2046 [22:14<02:20,  1.45it/s]
Training 3/3 epoch (loss 0.0963):  90%|█████████ | 1842/2046 [22:14<02:20,  1.45it/s]
Training 3/3 epoch (loss 0.0963):  90%|█████████ | 1843/2046 [22:14<02:15,  1.50it/s]
Training 3/3 epoch (loss 0.0795):  90%|█████████ | 1843/2046 [22:15<02:15,  1.50it/s]
Training 3/3 epoch (loss 0.0795):  90%|█████████ | 1844/2046 [22:15<02:12,  1.53it/s]
Training 3/3 epoch (loss 0.1452):  90%|█████████ | 1844/2046 [22:16<02:12,  1.53it/s]
Training 3/3 epoch (loss 0.1452):  90%|█████████ | 1845/2046 [22:16<02:09,  1.55it/s]
Training 3/3 epoch (loss 0.1653):  90%|█████████ | 1845/2046 [22:16<02:09,  1.55it/s]
Training 3/3 epoch (loss 0.1653):  90%|█████████ | 1846/2046 [22:16<02:08,  1.56it/s]
Training 3/3 epoch (loss 0.1150):  90%|█████████ | 1846/2046 [22:17<02:08,  1.56it/s]
Training 3/3 epoch (loss 0.1150):  90%|█████████ | 1847/2046 [22:17<02:06,  1.58it/s]
Training 3/3 epoch (loss 0.1140):  90%|█████████ | 1847/2046 [22:18<02:06,  1.58it/s]
Training 3/3 epoch (loss 0.1140):  90%|█████████ | 1848/2046 [22:18<02:14,  1.48it/s]
Training 3/3 epoch (loss 0.1918):  90%|█████████ | 1848/2046 [22:18<02:14,  1.48it/s]
Training 3/3 epoch (loss 0.1918):  90%|█████████ | 1849/2046 [22:18<02:14,  1.47it/s]
Training 3/3 epoch (loss 0.1190):  90%|█████████ | 1849/2046 [22:19<02:14,  1.47it/s]
Training 3/3 epoch (loss 0.1190):  90%|█████████ | 1850/2046 [22:19<02:11,  1.49it/s]
Training 3/3 epoch (loss 0.0927):  90%|█████████ | 1850/2046 [22:20<02:11,  1.49it/s]
Training 3/3 epoch (loss 0.0927):  90%|█████████ | 1851/2046 [22:20<02:11,  1.48it/s]
Training 3/3 epoch (loss 0.1167):  90%|█████████ | 1851/2046 [22:20<02:11,  1.48it/s]
Training 3/3 epoch (loss 0.1167):  91%|█████████ | 1852/2046 [22:20<02:07,  1.52it/s]
Training 3/3 epoch (loss 0.1501):  91%|█████████ | 1852/2046 [22:21<02:07,  1.52it/s]
Training 3/3 epoch (loss 0.1501):  91%|█████████ | 1853/2046 [22:21<02:18,  1.40it/s]
Training 3/3 epoch (loss 0.0609):  91%|█████████ | 1853/2046 [22:22<02:18,  1.40it/s]
Training 3/3 epoch (loss 0.0609):  91%|█████████ | 1854/2046 [22:22<02:35,  1.23it/s]
Training 3/3 epoch (loss 0.0945):  91%|█████████ | 1854/2046 [22:23<02:35,  1.23it/s]
Training 3/3 epoch (loss 0.0945):  91%|█████████ | 1855/2046 [22:23<02:23,  1.33it/s]
Training 3/3 epoch (loss 0.1108):  91%|█████████ | 1855/2046 [22:24<02:23,  1.33it/s]
Training 3/3 epoch (loss 0.1108):  91%|█████████ | 1856/2046 [22:24<02:27,  1.29it/s]
Training 3/3 epoch (loss 0.1819):  91%|█████████ | 1856/2046 [22:24<02:27,  1.29it/s]
Training 3/3 epoch (loss 0.1819):  91%|█████████ | 1857/2046 [22:24<02:24,  1.31it/s]
Training 3/3 epoch (loss 0.1644):  91%|█████████ | 1857/2046 [22:25<02:24,  1.31it/s]
Training 3/3 epoch (loss 0.1644):  91%|█████████ | 1858/2046 [22:25<02:20,  1.33it/s]
Training 3/3 epoch (loss 0.0950):  91%|█████████ | 1858/2046 [22:26<02:20,  1.33it/s]
Training 3/3 epoch (loss 0.0950):  91%|█████████ | 1859/2046 [22:26<02:14,  1.39it/s]
Training 3/3 epoch (loss 0.1509):  91%|█████████ | 1859/2046 [22:26<02:14,  1.39it/s]
Training 3/3 epoch (loss 0.1509):  91%|█████████ | 1860/2046 [22:26<02:13,  1.40it/s]
Training 3/3 epoch (loss 0.1196):  91%|█████████ | 1860/2046 [22:27<02:13,  1.40it/s]
Training 3/3 epoch (loss 0.1196):  91%|█████████ | 1861/2046 [22:27<02:07,  1.45it/s]
Training 3/3 epoch (loss 0.1891):  91%|█████████ | 1861/2046 [22:28<02:07,  1.45it/s]
Training 3/3 epoch (loss 0.1891):  91%|█████████ | 1862/2046 [22:28<02:12,  1.39it/s]
Training 3/3 epoch (loss 0.1553):  91%|█████████ | 1862/2046 [22:29<02:12,  1.39it/s]
Training 3/3 epoch (loss 0.1553):  91%|█████████ | 1863/2046 [22:29<02:08,  1.42it/s]
Training 3/3 epoch (loss 0.1509):  91%|█████████ | 1863/2046 [22:29<02:08,  1.42it/s]
Training 3/3 epoch (loss 0.1509):  91%|█████████ | 1864/2046 [22:29<02:09,  1.41it/s]
Training 3/3 epoch (loss 0.1040):  91%|█████████ | 1864/2046 [22:30<02:09,  1.41it/s]
Training 3/3 epoch (loss 0.1040):  91%|█████████ | 1865/2046 [22:30<02:06,  1.43it/s]
Training 3/3 epoch (loss 0.1525):  91%|█████████ | 1865/2046 [22:31<02:06,  1.43it/s]
Training 3/3 epoch (loss 0.1525):  91%|█████████ | 1866/2046 [22:31<02:09,  1.39it/s]
Training 3/3 epoch (loss 0.1014):  91%|█████████ | 1866/2046 [22:31<02:09,  1.39it/s]
Training 3/3 epoch (loss 0.1014):  91%|█████████▏| 1867/2046 [22:31<02:04,  1.44it/s]
Training 3/3 epoch (loss 0.1784):  91%|█████████▏| 1867/2046 [22:32<02:04,  1.44it/s]
Training 3/3 epoch (loss 0.1784):  91%|█████████▏| 1868/2046 [22:32<01:59,  1.49it/s]
Training 3/3 epoch (loss 0.1207):  91%|█████████▏| 1868/2046 [22:33<01:59,  1.49it/s]
Training 3/3 epoch (loss 0.1207):  91%|█████████▏| 1869/2046 [22:33<01:56,  1.52it/s]
Training 3/3 epoch (loss 0.1286):  91%|█████████▏| 1869/2046 [22:33<01:56,  1.52it/s]
Training 3/3 epoch (loss 0.1286):  91%|█████████▏| 1870/2046 [22:33<01:53,  1.54it/s]
Training 3/3 epoch (loss 0.1161):  91%|█████████▏| 1870/2046 [22:34<01:53,  1.54it/s]
Training 3/3 epoch (loss 0.1161):  91%|█████████▏| 1871/2046 [22:34<01:51,  1.57it/s]
Training 3/3 epoch (loss 0.1328):  91%|█████████▏| 1871/2046 [22:35<01:51,  1.57it/s]
Training 3/3 epoch (loss 0.1328):  91%|█████████▏| 1872/2046 [22:35<01:57,  1.48it/s]
Training 3/3 epoch (loss 0.1108):  91%|█████████▏| 1872/2046 [22:36<01:57,  1.48it/s]
Training 3/3 epoch (loss 0.1108):  92%|█████████▏| 1873/2046 [22:36<02:13,  1.29it/s]
Training 3/3 epoch (loss 0.1291):  92%|█████████▏| 1873/2046 [22:36<02:13,  1.29it/s]
Training 3/3 epoch (loss 0.1291):  92%|█████████▏| 1874/2046 [22:36<02:05,  1.38it/s]
Training 3/3 epoch (loss 0.0928):  92%|█████████▏| 1874/2046 [22:37<02:05,  1.38it/s]
Training 3/3 epoch (loss 0.0928):  92%|█████████▏| 1875/2046 [22:37<02:01,  1.41it/s]
Training 3/3 epoch (loss 0.1260):  92%|█████████▏| 1875/2046 [22:38<02:01,  1.41it/s]
Training 3/3 epoch (loss 0.1260):  92%|█████████▏| 1876/2046 [22:38<01:56,  1.46it/s]
Training 3/3 epoch (loss 0.1246):  92%|█████████▏| 1876/2046 [22:38<01:56,  1.46it/s]
Training 3/3 epoch (loss 0.1246):  92%|█████████▏| 1877/2046 [22:38<01:52,  1.50it/s]
Training 3/3 epoch (loss 0.1856):  92%|█████████▏| 1877/2046 [22:39<01:52,  1.50it/s]
Training 3/3 epoch (loss 0.1856):  92%|█████████▏| 1878/2046 [22:39<01:49,  1.53it/s]
Training 3/3 epoch (loss 0.1429):  92%|█████████▏| 1878/2046 [22:39<01:49,  1.53it/s]
Training 3/3 epoch (loss 0.1429):  92%|█████████▏| 1879/2046 [22:39<01:46,  1.56it/s]
Training 3/3 epoch (loss 0.1489):  92%|█████████▏| 1879/2046 [22:40<01:46,  1.56it/s]
Training 3/3 epoch (loss 0.1489):  92%|█████████▏| 1880/2046 [22:40<02:00,  1.38it/s]
Training 3/3 epoch (loss 0.1100):  92%|█████████▏| 1880/2046 [22:41<02:00,  1.38it/s]
Training 3/3 epoch (loss 0.1100):  92%|█████████▏| 1881/2046 [22:41<02:09,  1.28it/s]
Training 3/3 epoch (loss 0.1572):  92%|█████████▏| 1881/2046 [22:42<02:09,  1.28it/s]
Training 3/3 epoch (loss 0.1572):  92%|█████████▏| 1882/2046 [22:42<02:04,  1.32it/s]
Training 3/3 epoch (loss 0.0941):  92%|█████████▏| 1882/2046 [22:43<02:04,  1.32it/s]
Training 3/3 epoch (loss 0.0941):  92%|█████████▏| 1883/2046 [22:43<01:56,  1.40it/s]
Training 3/3 epoch (loss 0.1855):  92%|█████████▏| 1883/2046 [22:43<01:56,  1.40it/s]
Training 3/3 epoch (loss 0.1855):  92%|█████████▏| 1884/2046 [22:43<01:50,  1.47it/s]
Training 3/3 epoch (loss 0.1244):  92%|█████████▏| 1884/2046 [22:44<01:50,  1.47it/s]
Training 3/3 epoch (loss 0.1244):  92%|█████████▏| 1885/2046 [22:44<01:45,  1.52it/s]
Training 3/3 epoch (loss 0.1904):  92%|█████████▏| 1885/2046 [22:44<01:45,  1.52it/s]
Training 3/3 epoch (loss 0.1904):  92%|█████████▏| 1886/2046 [22:44<01:42,  1.56it/s]
Training 3/3 epoch (loss 0.1279):  92%|█████████▏| 1886/2046 [22:45<01:42,  1.56it/s]
Training 3/3 epoch (loss 0.1279):  92%|█████████▏| 1887/2046 [22:45<01:42,  1.56it/s]
Training 3/3 epoch (loss 0.1954):  92%|█████████▏| 1887/2046 [22:46<01:42,  1.56it/s]
Training 3/3 epoch (loss 0.1954):  92%|█████████▏| 1888/2046 [22:46<01:50,  1.43it/s]
Training 3/3 epoch (loss 0.1163):  92%|█████████▏| 1888/2046 [22:46<01:50,  1.43it/s]
Training 3/3 epoch (loss 0.1163):  92%|█████████▏| 1889/2046 [22:46<01:46,  1.47it/s]
Training 3/3 epoch (loss 0.1127):  92%|█████████▏| 1889/2046 [22:47<01:46,  1.47it/s]
Training 3/3 epoch (loss 0.1127):  92%|█████████▏| 1890/2046 [22:47<01:43,  1.51it/s]
Training 3/3 epoch (loss 0.1194):  92%|█████████▏| 1890/2046 [22:48<01:43,  1.51it/s]
Training 3/3 epoch (loss 0.1194):  92%|█████████▏| 1891/2046 [22:48<01:41,  1.53it/s]
Training 3/3 epoch (loss 0.1223):  92%|█████████▏| 1891/2046 [22:48<01:41,  1.53it/s]
Training 3/3 epoch (loss 0.1223):  92%|█████████▏| 1892/2046 [22:48<01:38,  1.57it/s]
Training 3/3 epoch (loss 0.1356):  92%|█████████▏| 1892/2046 [22:49<01:38,  1.57it/s]
Training 3/3 epoch (loss 0.1356):  93%|█████████▎| 1893/2046 [22:49<01:36,  1.59it/s]
Training 3/3 epoch (loss 0.1527):  93%|█████████▎| 1893/2046 [22:50<01:36,  1.59it/s]
Training 3/3 epoch (loss 0.1527):  93%|█████████▎| 1894/2046 [22:50<01:38,  1.54it/s]
Training 3/3 epoch (loss 0.1084):  93%|█████████▎| 1894/2046 [22:50<01:38,  1.54it/s]
Training 3/3 epoch (loss 0.1084):  93%|█████████▎| 1895/2046 [22:50<01:44,  1.44it/s]
Training 3/3 epoch (loss 0.1397):  93%|█████████▎| 1895/2046 [22:51<01:44,  1.44it/s]
Training 3/3 epoch (loss 0.1397):  93%|█████████▎| 1896/2046 [22:51<01:47,  1.40it/s]
Training 3/3 epoch (loss 0.0853):  93%|█████████▎| 1896/2046 [22:52<01:47,  1.40it/s]
Training 3/3 epoch (loss 0.0853):  93%|█████████▎| 1897/2046 [22:52<01:56,  1.28it/s]
Training 3/3 epoch (loss 0.0725):  93%|█████████▎| 1897/2046 [22:53<01:56,  1.28it/s]
Training 3/3 epoch (loss 0.0725):  93%|█████████▎| 1898/2046 [22:53<01:56,  1.27it/s]
Training 3/3 epoch (loss 0.1820):  93%|█████████▎| 1898/2046 [22:54<01:56,  1.27it/s]
Training 3/3 epoch (loss 0.1820):  93%|█████████▎| 1899/2046 [22:54<01:51,  1.32it/s]
Training 3/3 epoch (loss 0.0454):  93%|█████████▎| 1899/2046 [22:54<01:51,  1.32it/s]
Training 3/3 epoch (loss 0.0454):  93%|█████████▎| 1900/2046 [22:54<01:43,  1.40it/s]
Training 3/3 epoch (loss 0.1083):  93%|█████████▎| 1900/2046 [22:55<01:43,  1.40it/s]
Training 3/3 epoch (loss 0.1083):  93%|█████████▎| 1901/2046 [22:55<01:41,  1.42it/s]
Training 3/3 epoch (loss 0.0717):  93%|█████████▎| 1901/2046 [22:56<01:41,  1.42it/s]
Training 3/3 epoch (loss 0.0717):  93%|█████████▎| 1902/2046 [22:56<01:41,  1.42it/s]
Training 3/3 epoch (loss 0.1367):  93%|█████████▎| 1902/2046 [22:56<01:41,  1.42it/s]
Training 3/3 epoch (loss 0.1367):  93%|█████████▎| 1903/2046 [22:56<01:38,  1.46it/s]
Training 3/3 epoch (loss 0.1113):  93%|█████████▎| 1903/2046 [22:57<01:38,  1.46it/s]
Training 3/3 epoch (loss 0.1113):  93%|█████████▎| 1904/2046 [22:57<01:41,  1.40it/s]
Training 3/3 epoch (loss 0.1572):  93%|█████████▎| 1904/2046 [22:58<01:41,  1.40it/s]
Training 3/3 epoch (loss 0.1572):  93%|█████████▎| 1905/2046 [22:58<01:39,  1.42it/s]
Training 3/3 epoch (loss 0.2013):  93%|█████████▎| 1905/2046 [22:58<01:39,  1.42it/s]
Training 3/3 epoch (loss 0.2013):  93%|█████████▎| 1906/2046 [22:58<01:38,  1.42it/s]
Training 3/3 epoch (loss 0.1554):  93%|█████████▎| 1906/2046 [22:59<01:38,  1.42it/s]
Training 3/3 epoch (loss 0.1554):  93%|█████████▎| 1907/2046 [22:59<01:34,  1.47it/s]
Training 3/3 epoch (loss 0.1470):  93%|█████████▎| 1907/2046 [23:00<01:34,  1.47it/s]
Training 3/3 epoch (loss 0.1470):  93%|█████████▎| 1908/2046 [23:00<01:34,  1.46it/s]
Training 3/3 epoch (loss 0.1455):  93%|█████████▎| 1908/2046 [23:00<01:34,  1.46it/s]
Training 3/3 epoch (loss 0.1455):  93%|█████████▎| 1909/2046 [23:00<01:30,  1.51it/s]
Training 3/3 epoch (loss 0.1272):  93%|█████████▎| 1909/2046 [23:01<01:30,  1.51it/s]
Training 3/3 epoch (loss 0.1272):  93%|█████████▎| 1910/2046 [23:01<01:34,  1.44it/s]
Training 3/3 epoch (loss 0.0783):  93%|█████████▎| 1910/2046 [23:02<01:34,  1.44it/s]
Training 3/3 epoch (loss 0.0783):  93%|█████████▎| 1911/2046 [23:02<01:30,  1.49it/s]
Training 3/3 epoch (loss 0.1747):  93%|█████████▎| 1911/2046 [23:03<01:30,  1.49it/s]
Training 3/3 epoch (loss 0.1747):  93%|█████████▎| 1912/2046 [23:03<01:39,  1.35it/s]
Training 3/3 epoch (loss 0.1643):  93%|█████████▎| 1912/2046 [23:03<01:39,  1.35it/s]
Training 3/3 epoch (loss 0.1643):  93%|█████████▎| 1913/2046 [23:03<01:37,  1.36it/s]
Training 3/3 epoch (loss 0.1727):  93%|█████████▎| 1913/2046 [23:04<01:37,  1.36it/s]
Training 3/3 epoch (loss 0.1727):  94%|█████████▎| 1914/2046 [23:04<01:34,  1.39it/s]
Training 3/3 epoch (loss 0.1410):  94%|█████████▎| 1914/2046 [23:05<01:34,  1.39it/s]
Training 3/3 epoch (loss 0.1410):  94%|█████████▎| 1915/2046 [23:05<01:33,  1.40it/s]
Training 3/3 epoch (loss 0.1419):  94%|█████████▎| 1915/2046 [23:05<01:33,  1.40it/s]
Training 3/3 epoch (loss 0.1419):  94%|█████████▎| 1916/2046 [23:05<01:34,  1.37it/s]
Training 3/3 epoch (loss 0.0967):  94%|█████████▎| 1916/2046 [23:06<01:34,  1.37it/s]
Training 3/3 epoch (loss 0.0967):  94%|█████████▎| 1917/2046 [23:06<01:29,  1.44it/s]
Training 3/3 epoch (loss 0.1346):  94%|█████████▎| 1917/2046 [23:07<01:29,  1.44it/s]
Training 3/3 epoch (loss 0.1346):  94%|█████████▎| 1918/2046 [23:07<01:32,  1.39it/s]
Training 3/3 epoch (loss 0.0967):  94%|█████████▎| 1918/2046 [23:08<01:32,  1.39it/s]
Training 3/3 epoch (loss 0.0967):  94%|█████████▍| 1919/2046 [23:08<01:32,  1.38it/s]
Training 3/3 epoch (loss 0.1287):  94%|█████████▍| 1919/2046 [23:08<01:32,  1.38it/s]
Training 3/3 epoch (loss 0.1287):  94%|█████████▍| 1920/2046 [23:08<01:33,  1.35it/s]
Training 3/3 epoch (loss 0.1785):  94%|█████████▍| 1920/2046 [23:09<01:33,  1.35it/s]
Training 3/3 epoch (loss 0.1785):  94%|█████████▍| 1921/2046 [23:09<01:32,  1.36it/s]
Training 3/3 epoch (loss 0.1290):  94%|█████████▍| 1921/2046 [23:10<01:32,  1.36it/s]
Training 3/3 epoch (loss 0.1290):  94%|█████████▍| 1922/2046 [23:10<01:29,  1.39it/s]
Training 3/3 epoch (loss 0.1067):  94%|█████████▍| 1922/2046 [23:10<01:29,  1.39it/s]
Training 3/3 epoch (loss 0.1067):  94%|█████████▍| 1923/2046 [23:10<01:25,  1.44it/s]
Training 3/3 epoch (loss 0.1651):  94%|█████████▍| 1923/2046 [23:11<01:25,  1.44it/s]
Training 3/3 epoch (loss 0.1651):  94%|█████████▍| 1924/2046 [23:11<01:25,  1.43it/s]
Training 3/3 epoch (loss 0.0990):  94%|█████████▍| 1924/2046 [23:12<01:25,  1.43it/s]
Training 3/3 epoch (loss 0.0990):  94%|█████████▍| 1925/2046 [23:12<01:21,  1.48it/s]
Training 3/3 epoch (loss 0.0665):  94%|█████████▍| 1925/2046 [23:12<01:21,  1.48it/s]
Training 3/3 epoch (loss 0.0665):  94%|█████████▍| 1926/2046 [23:12<01:18,  1.53it/s]
Training 3/3 epoch (loss 0.1160):  94%|█████████▍| 1926/2046 [23:13<01:18,  1.53it/s]
Training 3/3 epoch (loss 0.1160):  94%|█████████▍| 1927/2046 [23:13<01:16,  1.56it/s]
Training 3/3 epoch (loss 0.0776):  94%|█████████▍| 1927/2046 [23:14<01:16,  1.56it/s]
Training 3/3 epoch (loss 0.0776):  94%|█████████▍| 1928/2046 [23:14<01:25,  1.39it/s]
Training 3/3 epoch (loss 0.1016):  94%|█████████▍| 1928/2046 [23:15<01:25,  1.39it/s]
Training 3/3 epoch (loss 0.1016):  94%|█████████▍| 1929/2046 [23:15<01:20,  1.45it/s]
Training 3/3 epoch (loss 0.1402):  94%|█████████▍| 1929/2046 [23:15<01:20,  1.45it/s]
Training 3/3 epoch (loss 0.1402):  94%|█████████▍| 1930/2046 [23:15<01:17,  1.50it/s]
Training 3/3 epoch (loss 0.1342):  94%|█████████▍| 1930/2046 [23:16<01:17,  1.50it/s]
Training 3/3 epoch (loss 0.1342):  94%|█████████▍| 1931/2046 [23:16<01:14,  1.55it/s]
Training 3/3 epoch (loss 0.1759):  94%|█████████▍| 1931/2046 [23:16<01:14,  1.55it/s]
Training 3/3 epoch (loss 0.1759):  94%|█████████▍| 1932/2046 [23:16<01:18,  1.45it/s]
Training 3/3 epoch (loss 0.1356):  94%|█████████▍| 1932/2046 [23:17<01:18,  1.45it/s]
Training 3/3 epoch (loss 0.1356):  94%|█████████▍| 1933/2046 [23:17<01:16,  1.48it/s]
Training 3/3 epoch (loss 0.1903):  94%|█████████▍| 1933/2046 [23:18<01:16,  1.48it/s]
Training 3/3 epoch (loss 0.1903):  95%|█████████▍| 1934/2046 [23:18<01:13,  1.53it/s]
Training 3/3 epoch (loss 0.1540):  95%|█████████▍| 1934/2046 [23:18<01:13,  1.53it/s]
Training 3/3 epoch (loss 0.1540):  95%|█████████▍| 1935/2046 [23:18<01:11,  1.55it/s]
Training 3/3 epoch (loss 0.2511):  95%|█████████▍| 1935/2046 [23:19<01:11,  1.55it/s]
Training 3/3 epoch (loss 0.2511):  95%|█████████▍| 1936/2046 [23:19<01:18,  1.40it/s]
Training 3/3 epoch (loss 0.0963):  95%|█████████▍| 1936/2046 [23:20<01:18,  1.40it/s]
Training 3/3 epoch (loss 0.0963):  95%|█████████▍| 1937/2046 [23:20<01:32,  1.18it/s]
Training 3/3 epoch (loss 0.1681):  95%|█████████▍| 1937/2046 [23:21<01:32,  1.18it/s]
Training 3/3 epoch (loss 0.1681):  95%|█████████▍| 1938/2046 [23:21<01:35,  1.13it/s]
Training 3/3 epoch (loss 0.1294):  95%|█████████▍| 1938/2046 [23:22<01:35,  1.13it/s]
Training 3/3 epoch (loss 0.1294):  95%|█████████▍| 1939/2046 [23:22<01:29,  1.19it/s]
Training 3/3 epoch (loss 0.1171):  95%|█████████▍| 1939/2046 [23:23<01:29,  1.19it/s]
Training 3/3 epoch (loss 0.1171):  95%|█████████▍| 1940/2046 [23:23<01:22,  1.29it/s]
Training 3/3 epoch (loss 0.1868):  95%|█████████▍| 1940/2046 [23:23<01:22,  1.29it/s]
Training 3/3 epoch (loss 0.1868):  95%|█████████▍| 1941/2046 [23:23<01:17,  1.35it/s]
Training 3/3 epoch (loss 0.2004):  95%|█████████▍| 1941/2046 [23:24<01:17,  1.35it/s]
Training 3/3 epoch (loss 0.2004):  95%|█████████▍| 1942/2046 [23:24<01:17,  1.34it/s]
Training 3/3 epoch (loss 0.1240):  95%|█████████▍| 1942/2046 [23:25<01:17,  1.34it/s]
Training 3/3 epoch (loss 0.1240):  95%|█████████▍| 1943/2046 [23:25<01:13,  1.39it/s]
Training 3/3 epoch (loss 0.1583):  95%|█████████▍| 1943/2046 [23:26<01:13,  1.39it/s]
Training 3/3 epoch (loss 0.1583):  95%|█████████▌| 1944/2046 [23:26<01:16,  1.34it/s]
Training 3/3 epoch (loss 0.0939):  95%|█████████▌| 1944/2046 [23:26<01:16,  1.34it/s]
Training 3/3 epoch (loss 0.0939):  95%|█████████▌| 1945/2046 [23:26<01:13,  1.38it/s]
Training 3/3 epoch (loss 0.1174):  95%|█████████▌| 1945/2046 [23:27<01:13,  1.38it/s]
Training 3/3 epoch (loss 0.1174):  95%|█████████▌| 1946/2046 [23:27<01:13,  1.36it/s]
Training 3/3 epoch (loss 0.1433):  95%|█████████▌| 1946/2046 [23:28<01:13,  1.36it/s]
Training 3/3 epoch (loss 0.1433):  95%|█████████▌| 1947/2046 [23:28<01:08,  1.44it/s]
Training 3/3 epoch (loss 0.0848):  95%|█████████▌| 1947/2046 [23:28<01:08,  1.44it/s]
Training 3/3 epoch (loss 0.0848):  95%|█████████▌| 1948/2046 [23:28<01:06,  1.46it/s]
Training 3/3 epoch (loss 0.1062):  95%|█████████▌| 1948/2046 [23:29<01:06,  1.46it/s]
Training 3/3 epoch (loss 0.1062):  95%|█████████▌| 1949/2046 [23:29<01:05,  1.48it/s]
Training 3/3 epoch (loss 0.1556):  95%|█████████▌| 1949/2046 [23:30<01:05,  1.48it/s]
Training 3/3 epoch (loss 0.1556):  95%|█████████▌| 1950/2046 [23:30<01:06,  1.45it/s]
Training 3/3 epoch (loss 0.1221):  95%|█████████▌| 1950/2046 [23:30<01:06,  1.45it/s]
Training 3/3 epoch (loss 0.1221):  95%|█████████▌| 1951/2046 [23:30<01:06,  1.44it/s]
Training 3/3 epoch (loss 0.1264):  95%|█████████▌| 1951/2046 [23:31<01:06,  1.44it/s]
Training 3/3 epoch (loss 0.1264):  95%|█████████▌| 1952/2046 [23:31<01:08,  1.38it/s]
Training 3/3 epoch (loss 0.1642):  95%|█████████▌| 1952/2046 [23:32<01:08,  1.38it/s]
Training 3/3 epoch (loss 0.1642):  95%|█████████▌| 1953/2046 [23:32<01:05,  1.43it/s]
Training 3/3 epoch (loss 0.2066):  95%|█████████▌| 1953/2046 [23:33<01:05,  1.43it/s]
Training 3/3 epoch (loss 0.2066):  96%|█████████▌| 1954/2046 [23:33<01:03,  1.45it/s]
Training 3/3 epoch (loss 0.1400):  96%|█████████▌| 1954/2046 [23:33<01:03,  1.45it/s]
Training 3/3 epoch (loss 0.1400):  96%|█████████▌| 1955/2046 [23:33<01:01,  1.49it/s]
Training 3/3 epoch (loss 0.1690):  96%|█████████▌| 1955/2046 [23:34<01:01,  1.49it/s]
Training 3/3 epoch (loss 0.1690):  96%|█████████▌| 1956/2046 [23:34<00:58,  1.53it/s]
Training 3/3 epoch (loss 0.0921):  96%|█████████▌| 1956/2046 [23:35<00:58,  1.53it/s]
Training 3/3 epoch (loss 0.0921):  96%|█████████▌| 1957/2046 [23:35<01:03,  1.40it/s]
Training 3/3 epoch (loss 0.0681):  96%|█████████▌| 1957/2046 [23:35<01:03,  1.40it/s]
Training 3/3 epoch (loss 0.0681):  96%|█████████▌| 1958/2046 [23:35<01:00,  1.45it/s]
Training 3/3 epoch (loss 0.0859):  96%|█████████▌| 1958/2046 [23:36<01:00,  1.45it/s]
Training 3/3 epoch (loss 0.0859):  96%|█████████▌| 1959/2046 [23:36<00:57,  1.50it/s]
Training 3/3 epoch (loss 0.1123):  96%|█████████▌| 1959/2046 [23:37<00:57,  1.50it/s]
Training 3/3 epoch (loss 0.1123):  96%|█████████▌| 1960/2046 [23:37<01:00,  1.43it/s]
Training 3/3 epoch (loss 0.1141):  96%|█████████▌| 1960/2046 [23:37<01:00,  1.43it/s]
Training 3/3 epoch (loss 0.1141):  96%|█████████▌| 1961/2046 [23:37<01:02,  1.35it/s]
Training 3/3 epoch (loss 0.0755):  96%|█████████▌| 1961/2046 [23:38<01:02,  1.35it/s]
Training 3/3 epoch (loss 0.0755):  96%|█████████▌| 1962/2046 [23:38<00:58,  1.43it/s]
Training 3/3 epoch (loss 0.1442):  96%|█████████▌| 1962/2046 [23:39<00:58,  1.43it/s]
Training 3/3 epoch (loss 0.1442):  96%|█████████▌| 1963/2046 [23:39<00:59,  1.40it/s]
Training 3/3 epoch (loss 0.1380):  96%|█████████▌| 1963/2046 [23:40<00:59,  1.40it/s]
Training 3/3 epoch (loss 0.1380):  96%|█████████▌| 1964/2046 [23:40<00:58,  1.40it/s]
Training 3/3 epoch (loss 0.1087):  96%|█████████▌| 1964/2046 [23:40<00:58,  1.40it/s]
Training 3/3 epoch (loss 0.1087):  96%|█████████▌| 1965/2046 [23:40<00:55,  1.45it/s]
Training 3/3 epoch (loss 0.1825):  96%|█████████▌| 1965/2046 [23:41<00:55,  1.45it/s]
Training 3/3 epoch (loss 0.1825):  96%|█████████▌| 1966/2046 [23:41<00:53,  1.50it/s]
Training 3/3 epoch (loss 0.1204):  96%|█████████▌| 1966/2046 [23:41<00:53,  1.50it/s]
Training 3/3 epoch (loss 0.1204):  96%|█████████▌| 1967/2046 [23:41<00:51,  1.53it/s]
Training 3/3 epoch (loss 0.1560):  96%|█████████▌| 1967/2046 [23:42<00:51,  1.53it/s]
Training 3/3 epoch (loss 0.1560):  96%|█████████▌| 1968/2046 [23:42<00:54,  1.43it/s]
Training 3/3 epoch (loss 0.1767):  96%|█████████▌| 1968/2046 [23:43<00:54,  1.43it/s]
Training 3/3 epoch (loss 0.1767):  96%|█████████▌| 1969/2046 [23:43<00:56,  1.37it/s]
Training 3/3 epoch (loss 0.1390):  96%|█████████▌| 1969/2046 [23:44<00:56,  1.37it/s]
Training 3/3 epoch (loss 0.1390):  96%|█████████▋| 1970/2046 [23:44<00:52,  1.44it/s]
Training 3/3 epoch (loss 0.0933):  96%|█████████▋| 1970/2046 [23:44<00:52,  1.44it/s]
Training 3/3 epoch (loss 0.0933):  96%|█████████▋| 1971/2046 [23:44<00:50,  1.48it/s]
Training 3/3 epoch (loss 0.1733):  96%|█████████▋| 1971/2046 [23:45<00:50,  1.48it/s]
Training 3/3 epoch (loss 0.1733):  96%|█████████▋| 1972/2046 [23:45<00:48,  1.53it/s]
Training 3/3 epoch (loss 0.1028):  96%|█████████▋| 1972/2046 [23:45<00:48,  1.53it/s]
Training 3/3 epoch (loss 0.1028):  96%|█████████▋| 1973/2046 [23:45<00:47,  1.55it/s]
Training 3/3 epoch (loss 0.1456):  96%|█████████▋| 1973/2046 [23:46<00:47,  1.55it/s]
Training 3/3 epoch (loss 0.1456):  96%|█████████▋| 1974/2046 [23:46<00:45,  1.58it/s]
Training 3/3 epoch (loss 0.1120):  96%|█████████▋| 1974/2046 [23:47<00:45,  1.58it/s]
Training 3/3 epoch (loss 0.1120):  97%|█████████▋| 1975/2046 [23:47<00:44,  1.60it/s]
Training 3/3 epoch (loss 0.1300):  97%|█████████▋| 1975/2046 [23:47<00:44,  1.60it/s]
Training 3/3 epoch (loss 0.1300):  97%|█████████▋| 1976/2046 [23:47<00:47,  1.48it/s]
Training 3/3 epoch (loss 0.1358):  97%|█████████▋| 1976/2046 [23:48<00:47,  1.48it/s]
Training 3/3 epoch (loss 0.1358):  97%|█████████▋| 1977/2046 [23:48<00:45,  1.52it/s]
Training 3/3 epoch (loss 0.1189):  97%|█████████▋| 1977/2046 [23:49<00:45,  1.52it/s]
Training 3/3 epoch (loss 0.1189):  97%|█████████▋| 1978/2046 [23:49<00:45,  1.49it/s]
Training 3/3 epoch (loss 0.1126):  97%|█████████▋| 1978/2046 [23:50<00:45,  1.49it/s]
Training 3/3 epoch (loss 0.1126):  97%|█████████▋| 1979/2046 [23:50<00:47,  1.42it/s]
Training 3/3 epoch (loss 0.1847):  97%|█████████▋| 1979/2046 [23:51<00:47,  1.42it/s]
Training 3/3 epoch (loss 0.1847):  97%|█████████▋| 1980/2046 [23:51<00:50,  1.30it/s]
Training 3/3 epoch (loss 0.1556):  97%|█████████▋| 1980/2046 [23:51<00:50,  1.30it/s]
Training 3/3 epoch (loss 0.1556):  97%|█████████▋| 1981/2046 [23:51<00:47,  1.38it/s]
Training 3/3 epoch (loss 0.1669):  97%|█████████▋| 1981/2046 [23:52<00:47,  1.38it/s]
Training 3/3 epoch (loss 0.1669):  97%|█████████▋| 1982/2046 [23:52<00:46,  1.38it/s]
Training 3/3 epoch (loss 0.0932):  97%|█████████▋| 1982/2046 [23:53<00:46,  1.38it/s]
Training 3/3 epoch (loss 0.0932):  97%|█████████▋| 1983/2046 [23:53<00:45,  1.37it/s]
Training 3/3 epoch (loss 0.1008):  97%|█████████▋| 1983/2046 [23:53<00:45,  1.37it/s]
Training 3/3 epoch (loss 0.1008):  97%|█████████▋| 1984/2046 [23:53<00:46,  1.33it/s]
Training 3/3 epoch (loss 0.2073):  97%|█████████▋| 1984/2046 [23:54<00:46,  1.33it/s]
Training 3/3 epoch (loss 0.2073):  97%|█████████▋| 1985/2046 [23:54<00:46,  1.30it/s]
Training 3/3 epoch (loss 0.0803):  97%|█████████▋| 1985/2046 [23:55<00:46,  1.30it/s]
Training 3/3 epoch (loss 0.0803):  97%|█████████▋| 1986/2046 [23:55<00:46,  1.28it/s]
Training 3/3 epoch (loss 0.0794):  97%|█████████▋| 1986/2046 [23:56<00:46,  1.28it/s]
Training 3/3 epoch (loss 0.0794):  97%|█████████▋| 1987/2046 [23:56<00:44,  1.34it/s]
Training 3/3 epoch (loss 0.1248):  97%|█████████▋| 1987/2046 [23:56<00:44,  1.34it/s]
Training 3/3 epoch (loss 0.1248):  97%|█████████▋| 1988/2046 [23:56<00:44,  1.30it/s]
Training 3/3 epoch (loss 0.2038):  97%|█████████▋| 1988/2046 [23:57<00:44,  1.30it/s]
Training 3/3 epoch (loss 0.2038):  97%|█████████▋| 1989/2046 [23:57<00:41,  1.37it/s]
Training 3/3 epoch (loss 0.1156):  97%|█████████▋| 1989/2046 [23:58<00:41,  1.37it/s]
Training 3/3 epoch (loss 0.1156):  97%|█████████▋| 1990/2046 [23:58<00:39,  1.41it/s]
Training 3/3 epoch (loss 0.2099):  97%|█████████▋| 1990/2046 [23:58<00:39,  1.41it/s]
Training 3/3 epoch (loss 0.2099):  97%|█████████▋| 1991/2046 [23:58<00:38,  1.41it/s]
Training 3/3 epoch (loss 0.1796):  97%|█████████▋| 1991/2046 [24:00<00:38,  1.41it/s]
Training 3/3 epoch (loss 0.1796):  97%|█████████▋| 1992/2046 [24:00<00:43,  1.23it/s]
Training 3/3 epoch (loss 0.1035):  97%|█████████▋| 1992/2046 [24:00<00:43,  1.23it/s]
Training 3/3 epoch (loss 0.1035):  97%|█████████▋| 1993/2046 [24:00<00:40,  1.30it/s]
Training 3/3 epoch (loss 0.1309):  97%|█████████▋| 1993/2046 [24:01<00:40,  1.30it/s]
Training 3/3 epoch (loss 0.1309):  97%|█████████▋| 1994/2046 [24:01<00:37,  1.38it/s]
Training 3/3 epoch (loss 0.1709):  97%|█████████▋| 1994/2046 [24:02<00:37,  1.38it/s]
Training 3/3 epoch (loss 0.1709):  98%|█████████▊| 1995/2046 [24:02<00:37,  1.36it/s]
Training 3/3 epoch (loss 0.1176):  98%|█████████▊| 1995/2046 [24:02<00:37,  1.36it/s]
Training 3/3 epoch (loss 0.1176):  98%|█████████▊| 1996/2046 [24:02<00:34,  1.43it/s]
Training 3/3 epoch (loss 0.1848):  98%|█████████▊| 1996/2046 [24:03<00:34,  1.43it/s]
Training 3/3 epoch (loss 0.1848):  98%|█████████▊| 1997/2046 [24:03<00:33,  1.45it/s]
Training 3/3 epoch (loss 0.1705):  98%|█████████▊| 1997/2046 [24:04<00:33,  1.45it/s]
Training 3/3 epoch (loss 0.1705):  98%|█████████▊| 1998/2046 [24:04<00:32,  1.49it/s]
Training 3/3 epoch (loss 0.1410):  98%|█████████▊| 1998/2046 [24:04<00:32,  1.49it/s]
Training 3/3 epoch (loss 0.1410):  98%|█████████▊| 1999/2046 [24:04<00:32,  1.44it/s]
Training 3/3 epoch (loss 0.1549):  98%|█████████▊| 1999/2046 [24:05<00:32,  1.44it/s]
Training 3/3 epoch (loss 0.1549):  98%|█████████▊| 2000/2046 [24:05<00:32,  1.41it/s]
Training 3/3 epoch (loss 0.1227):  98%|█████████▊| 2000/2046 [24:06<00:32,  1.41it/s]
Training 3/3 epoch (loss 0.1227):  98%|█████████▊| 2001/2046 [24:06<00:31,  1.45it/s]
Training 3/3 epoch (loss 0.1572):  98%|█████████▊| 2001/2046 [24:06<00:31,  1.45it/s]
Training 3/3 epoch (loss 0.1572):  98%|█████████▊| 2002/2046 [24:06<00:29,  1.51it/s]
Training 3/3 epoch (loss 0.1694):  98%|█████████▊| 2002/2046 [24:07<00:29,  1.51it/s]
Training 3/3 epoch (loss 0.1694):  98%|█████████▊| 2003/2046 [24:07<00:28,  1.52it/s]
Training 3/3 epoch (loss 0.1318):  98%|█████████▊| 2003/2046 [24:08<00:28,  1.52it/s]
Training 3/3 epoch (loss 0.1318):  98%|█████████▊| 2004/2046 [24:08<00:27,  1.54it/s]
Training 3/3 epoch (loss 0.1818):  98%|█████████▊| 2004/2046 [24:08<00:27,  1.54it/s]
Training 3/3 epoch (loss 0.1818):  98%|█████████▊| 2005/2046 [24:08<00:29,  1.41it/s]
Training 3/3 epoch (loss 0.1294):  98%|█████████▊| 2005/2046 [24:09<00:29,  1.41it/s]
Training 3/3 epoch (loss 0.1294):  98%|█████████▊| 2006/2046 [24:09<00:28,  1.42it/s]
Training 3/3 epoch (loss 0.1632):  98%|█████████▊| 2006/2046 [24:10<00:28,  1.42it/s]
Training 3/3 epoch (loss 0.1632):  98%|█████████▊| 2007/2046 [24:10<00:26,  1.45it/s]
Training 3/3 epoch (loss 0.1088):  98%|█████████▊| 2007/2046 [24:10<00:26,  1.45it/s]
Training 3/3 epoch (loss 0.1088):  98%|█████████▊| 2008/2046 [24:10<00:26,  1.42it/s]
Training 3/3 epoch (loss 0.1384):  98%|█████████▊| 2008/2046 [24:11<00:26,  1.42it/s]
Training 3/3 epoch (loss 0.1384):  98%|█████████▊| 2009/2046 [24:11<00:24,  1.49it/s]
Training 3/3 epoch (loss 0.1437):  98%|█████████▊| 2009/2046 [24:12<00:24,  1.49it/s]
Training 3/3 epoch (loss 0.1437):  98%|█████████▊| 2010/2046 [24:12<00:23,  1.52it/s]
Training 3/3 epoch (loss 0.1307):  98%|█████████▊| 2010/2046 [24:12<00:23,  1.52it/s]
Training 3/3 epoch (loss 0.1307):  98%|█████████▊| 2011/2046 [24:12<00:23,  1.50it/s]
Training 3/3 epoch (loss 0.1515):  98%|█████████▊| 2011/2046 [24:13<00:23,  1.50it/s]
Training 3/3 epoch (loss 0.1515):  98%|█████████▊| 2012/2046 [24:13<00:22,  1.51it/s]
Training 3/3 epoch (loss 0.1077):  98%|█████████▊| 2012/2046 [24:14<00:22,  1.51it/s]
Training 3/3 epoch (loss 0.1077):  98%|█████████▊| 2013/2046 [24:14<00:21,  1.55it/s]
Training 3/3 epoch (loss 0.2124):  98%|█████████▊| 2013/2046 [24:14<00:21,  1.55it/s]
Training 3/3 epoch (loss 0.2124):  98%|█████████▊| 2014/2046 [24:14<00:20,  1.56it/s]
Training 3/3 epoch (loss 0.2518):  98%|█████████▊| 2014/2046 [24:15<00:20,  1.56it/s]
Training 3/3 epoch (loss 0.2518):  98%|█████████▊| 2015/2046 [24:15<00:19,  1.58it/s]
Training 3/3 epoch (loss 0.1577):  98%|█████████▊| 2015/2046 [24:16<00:19,  1.58it/s]
Training 3/3 epoch (loss 0.1577):  99%|█████████▊| 2016/2046 [24:16<00:19,  1.50it/s]
Training 3/3 epoch (loss 0.1218):  99%|█████████▊| 2016/2046 [24:16<00:19,  1.50it/s]
Training 3/3 epoch (loss 0.1218):  99%|█████████▊| 2017/2046 [24:16<00:20,  1.42it/s]
Training 3/3 epoch (loss 0.2170):  99%|█████████▊| 2017/2046 [24:17<00:20,  1.42it/s]
Training 3/3 epoch (loss 0.2170):  99%|█████████▊| 2018/2046 [24:17<00:19,  1.47it/s]
Training 3/3 epoch (loss 0.0927):  99%|█████████▊| 2018/2046 [24:18<00:19,  1.47it/s]
Training 3/3 epoch (loss 0.0927):  99%|█████████▊| 2019/2046 [24:18<00:18,  1.49it/s]
Training 3/3 epoch (loss 0.1493):  99%|█████████▊| 2019/2046 [24:19<00:18,  1.49it/s]
Training 3/3 epoch (loss 0.1493):  99%|█████████▊| 2020/2046 [24:19<00:18,  1.40it/s]
Training 3/3 epoch (loss 0.1918):  99%|█████████▊| 2020/2046 [24:19<00:18,  1.40it/s]
Training 3/3 epoch (loss 0.1918):  99%|█████████▉| 2021/2046 [24:19<00:19,  1.31it/s]
Training 3/3 epoch (loss 0.1332):  99%|█████████▉| 2021/2046 [24:20<00:19,  1.31it/s]
Training 3/3 epoch (loss 0.1332):  99%|█████████▉| 2022/2046 [24:20<00:17,  1.34it/s]
Training 3/3 epoch (loss 0.1161):  99%|█████████▉| 2022/2046 [24:21<00:17,  1.34it/s]
Training 3/3 epoch (loss 0.1161):  99%|█████████▉| 2023/2046 [24:21<00:16,  1.38it/s]
Training 3/3 epoch (loss 0.2173):  99%|█████████▉| 2023/2046 [24:22<00:16,  1.38it/s]
Training 3/3 epoch (loss 0.2173):  99%|█████████▉| 2024/2046 [24:22<00:16,  1.32it/s]
Training 3/3 epoch (loss 0.1460):  99%|█████████▉| 2024/2046 [24:22<00:16,  1.32it/s]
Training 3/3 epoch (loss 0.1460):  99%|█████████▉| 2025/2046 [24:22<00:15,  1.40it/s]
Training 3/3 epoch (loss 0.2155):  99%|█████████▉| 2025/2046 [24:23<00:15,  1.40it/s]
Training 3/3 epoch (loss 0.2155):  99%|█████████▉| 2026/2046 [24:23<00:14,  1.36it/s]
Training 3/3 epoch (loss 0.1940):  99%|█████████▉| 2026/2046 [24:24<00:14,  1.36it/s]
Training 3/3 epoch (loss 0.1940):  99%|█████████▉| 2027/2046 [24:24<00:14,  1.35it/s]
Training 3/3 epoch (loss 0.1294):  99%|█████████▉| 2027/2046 [24:25<00:14,  1.35it/s]
Training 3/3 epoch (loss 0.1294):  99%|█████████▉| 2028/2046 [24:25<00:13,  1.35it/s]
Training 3/3 epoch (loss 0.2305):  99%|█████████▉| 2028/2046 [24:25<00:13,  1.35it/s]
Training 3/3 epoch (loss 0.2305):  99%|█████████▉| 2029/2046 [24:25<00:12,  1.32it/s]
Training 3/3 epoch (loss 0.1631):  99%|█████████▉| 2029/2046 [24:26<00:12,  1.32it/s]
Training 3/3 epoch (loss 0.1631):  99%|█████████▉| 2030/2046 [24:26<00:11,  1.35it/s]
Training 3/3 epoch (loss 0.1495):  99%|█████████▉| 2030/2046 [24:27<00:11,  1.35it/s]
Training 3/3 epoch (loss 0.1495):  99%|█████████▉| 2031/2046 [24:27<00:11,  1.34it/s]
Training 3/3 epoch (loss 0.1640):  99%|█████████▉| 2031/2046 [24:28<00:11,  1.34it/s]
Training 3/3 epoch (loss 0.1640):  99%|█████████▉| 2032/2046 [24:28<00:10,  1.33it/s]
Training 3/3 epoch (loss 0.1699):  99%|█████████▉| 2032/2046 [24:28<00:10,  1.33it/s]
Training 3/3 epoch (loss 0.1699):  99%|█████████▉| 2033/2046 [24:28<00:09,  1.38it/s]
Training 3/3 epoch (loss 0.1398):  99%|█████████▉| 2033/2046 [24:29<00:09,  1.38it/s]
Training 3/3 epoch (loss 0.1398):  99%|█████████▉| 2034/2046 [24:29<00:09,  1.33it/s]
Training 3/3 epoch (loss 0.1427):  99%|█████████▉| 2034/2046 [24:30<00:09,  1.33it/s]
Training 3/3 epoch (loss 0.1427):  99%|█████████▉| 2035/2046 [24:30<00:08,  1.36it/s]
Training 3/3 epoch (loss 0.1495):  99%|█████████▉| 2035/2046 [24:30<00:08,  1.36it/s]
Training 3/3 epoch (loss 0.1495): 100%|█████████▉| 2036/2046 [24:30<00:07,  1.41it/s]
Training 3/3 epoch (loss 0.1936): 100%|█████████▉| 2036/2046 [24:31<00:07,  1.41it/s]
Training 3/3 epoch (loss 0.1936): 100%|█████████▉| 2037/2046 [24:31<00:06,  1.43it/s]
Training 3/3 epoch (loss 0.0809): 100%|█████████▉| 2037/2046 [24:32<00:06,  1.43it/s]
Training 3/3 epoch (loss 0.0809): 100%|█████████▉| 2038/2046 [24:32<00:05,  1.49it/s]
Training 3/3 epoch (loss 0.1983): 100%|█████████▉| 2038/2046 [24:32<00:05,  1.49it/s]
Training 3/3 epoch (loss 0.1983): 100%|█████████▉| 2039/2046 [24:32<00:04,  1.53it/s]
Training 3/3 epoch (loss 0.1729): 100%|█████████▉| 2039/2046 [24:33<00:04,  1.53it/s]
Training 3/3 epoch (loss 0.1729): 100%|█████████▉| 2040/2046 [24:33<00:04,  1.45it/s]
Training 3/3 epoch (loss 0.1767): 100%|█████████▉| 2040/2046 [24:34<00:04,  1.45it/s]
Training 3/3 epoch (loss 0.1767): 100%|█████████▉| 2041/2046 [24:34<00:03,  1.39it/s]
Training 3/3 epoch (loss 0.1125): 100%|█████████▉| 2041/2046 [24:34<00:03,  1.39it/s]
Training 3/3 epoch (loss 0.1125): 100%|█████████▉| 2042/2046 [24:34<00:02,  1.43it/s]
Training 3/3 epoch (loss 0.1544): 100%|█████████▉| 2042/2046 [24:35<00:02,  1.43it/s]
Training 3/3 epoch (loss 0.1544): 100%|█████████▉| 2043/2046 [24:35<00:02,  1.49it/s]
Training 3/3 epoch (loss 0.1749): 100%|█████████▉| 2043/2046 [24:36<00:02,  1.49it/s]
Training 3/3 epoch (loss 0.1749): 100%|█████████▉| 2044/2046 [24:36<00:01,  1.46it/s]
Training 3/3 epoch (loss 0.2140): 100%|█████████▉| 2044/2046 [24:37<00:01,  1.46it/s]
Training 3/3 epoch (loss 0.2140): 100%|█████████▉| 2045/2046 [24:37<00:00,  1.38it/s]
Training 3/3 epoch (loss 0.0347): 100%|█████████▉| 2045/2046 [24:37<00:00,  1.38it/s]
Training 3/3 epoch (loss 0.0347): 100%|██████████| 2046/2046 [24:37<00:00,  1.46it/s]
Training 3/3 epoch (loss 0.0347): 100%|██████████| 2046/2046 [24:37<00:00,  1.38it/s]
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
wandb:  train/loss 0.03474
wandb:    train/lr 0.0
wandb:  train/step 2046
wandb: 
wandb: You can sync this run to the cloud by running:
wandb: wandb sync /inspire/hdd/ws-f4d69b29-e0a5-44e6-bd92-acf4de9990f0/public-project/jiangchangyue-240114020171/workspace/jcy/reasoning_safety/Thought_Aligner/sft_model/thought-aligner-qwen-7b/wandb/offline-run-20250310_220310-net6043d
wandb: Find logs at: ./sft_model/thought-aligner-qwen-7b/wandb/offline-run-20250310_220310-net6043d/logs