Thalesian commited on
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1 Parent(s): de81a01

End of training

Browse files
README.md CHANGED
@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model was trained from scratch on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1053
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  ## Model description
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@@ -33,35 +33,41 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 0.000302456543043843
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- - train_batch_size: 96
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- - eval_batch_size: 96
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  - seed: 42
 
 
 
 
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  - optimizer: Use OptimizerNames.ADAMW_APEX_FUSED with betas=(0.826646043090655,0.991636944120939) and epsilon=3.4341677539323e-07 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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- - lr_scheduler_warmup_steps: 1537
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  - num_epochs: 200
 
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:------:|:---------------:|
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- | 0.088 | 1.0 | 43681 | 0.1022 |
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- | 0.0839 | 2.0 | 87362 | 0.1026 |
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- | 0.0835 | 3.0 | 131043 | 0.1034 |
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- | 0.0832 | 4.0 | 174724 | 0.1029 |
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- | 0.0864 | 5.0 | 218405 | 0.1039 |
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- | 0.0873 | 6.0 | 262086 | 0.1042 |
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- | 0.0851 | 7.0 | 305767 | 0.1036 |
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- | 0.0851 | 8.0 | 349448 | 0.1043 |
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- | 0.0834 | 9.0 | 393129 | 0.1045 |
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- | 0.0818 | 10.0 | 436810 | 0.1046 |
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- | 0.0816 | 11.0 | 480491 | 0.1056 |
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- | 0.0809 | 12.0 | 524172 | 0.1050 |
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- | 0.0783 | 13.0 | 567853 | 0.1042 |
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- | 0.0789 | 14.0 | 611534 | 0.1053 |
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- | 0.0776 | 15.0 | 655215 | 0.1041 |
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- | 0.0756 | 16.0 | 698896 | 0.1053 |
 
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  ### Framework versions
 
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  This model was trained from scratch on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.1158
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - learning_rate: 5e-06
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+ - train_batch_size: 56
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+ - eval_batch_size: 56
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  - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 2
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+ - total_train_batch_size: 112
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+ - total_eval_batch_size: 112
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  - optimizer: Use OptimizerNames.ADAMW_APEX_FUSED with betas=(0.826646043090655,0.991636944120939) and epsilon=3.4341677539323e-07 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 10000
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  - num_epochs: 200
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+ - mixed_precision_training: Native AMP
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:------:|:---------------:|
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+ | 0.0261 | 1.0 | 37441 | 0.1162 |
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+ | 0.0252 | 2.0 | 74882 | 0.1142 |
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+ | 0.025 | 3.0 | 112323 | 0.1154 |
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+ | 0.0244 | 4.0 | 149764 | 0.1166 |
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+ | 0.0244 | 5.0 | 187205 | 0.1150 |
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+ | 0.0238 | 6.0 | 224646 | 0.1171 |
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+ | 0.0238 | 7.0 | 262087 | 0.1179 |
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+ | 0.0251 | 8.0 | 299528 | 0.1145 |
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+ | 0.0251 | 9.0 | 336969 | 0.1147 |
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+ | 0.0247 | 10.0 | 374410 | 0.1147 |
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+ | 0.0247 | 11.0 | 411851 | 0.1142 |
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+ | 0.0243 | 12.0 | 449292 | 0.1151 |
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+ | 0.0243 | 13.0 | 486733 | 0.1150 |
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+ | 0.0245 | 14.0 | 524174 | 0.1144 |
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+ | 0.0241 | 15.0 | 561615 | 0.1155 |
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+ | 0.0235 | 16.0 | 599056 | 0.1155 |
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+ | 0.024 | 17.0 | 636497 | 0.1158 |
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  ### Framework versions
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