Commit
·
97ed324
1
Parent(s):
c82c0ef
End of training
Browse files- all_results.json +22 -0
- eval_results.json +17 -0
- train_results.json +8 -0
- trainer_state.json +82 -0
all_results.json
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{
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"epoch": 2.0,
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"eval_Macro F1": 0.9965696782217699,
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"eval_Macro Precision": 0.9952749762162761,
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"eval_Macro Recall": 0.9978802814440765,
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"eval_Micro F1": 0.9976554216507624,
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"eval_Micro Precision": 0.9976554216507624,
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"eval_Micro Recall": 0.9976554216507624,
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"eval_Weighted F1": 0.9976600504120631,
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"eval_Weighted Precision": 0.9976720029343524,
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"eval_Weighted Recall": 0.9976554216507624,
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"eval_accuracy": 0.9976554216507624,
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"eval_loss": 0.008292355574667454,
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"eval_runtime": 73.28,
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"eval_samples_per_second": 913.796,
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"eval_steps_per_second": 57.123,
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"total_flos": 2.105976856755593e+16,
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"train_loss": 0.022194092937754772,
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"train_runtime": 4019.5688,
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"train_samples_per_second": 299.863,
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"train_steps_per_second": 18.742
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}
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eval_results.json
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{
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"epoch": 2.0,
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"eval_Macro F1": 0.9965696782217699,
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"eval_Macro Precision": 0.9952749762162761,
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"eval_Macro Recall": 0.9978802814440765,
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"eval_Micro F1": 0.9976554216507624,
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"eval_Micro Precision": 0.9976554216507624,
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"eval_Micro Recall": 0.9976554216507624,
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"eval_Weighted F1": 0.9976600504120631,
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"eval_Weighted Precision": 0.9976720029343524,
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"eval_Weighted Recall": 0.9976554216507624,
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"eval_accuracy": 0.9976554216507624,
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"eval_loss": 0.008292355574667454,
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"eval_runtime": 73.28,
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"eval_samples_per_second": 913.796,
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"eval_steps_per_second": 57.123
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}
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train_results.json
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{
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"epoch": 2.0,
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"total_flos": 2.105976856755593e+16,
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"train_loss": 0.022194092937754772,
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"train_runtime": 4019.5688,
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"train_samples_per_second": 299.863,
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"train_steps_per_second": 18.742
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}
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trainer_state.json
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{
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"best_metric": 0.008292355574667454,
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"best_model_checkpoint": "codebert-base-password-strength-classifier-normal-weight-balancing/checkpoint-75334",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 75334,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.0,
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"learning_rate": 1.9999734515623755e-05,
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"loss": 1.201,
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"step": 1
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},
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{
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"epoch": 1.0,
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"learning_rate": 1e-05,
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"loss": 0.0345,
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"step": 37667
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},
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{
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"epoch": 1.0,
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"eval_Macro F1": 0.9755259852390269,
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"eval_Macro Precision": 0.9618989659155863,
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"eval_Macro Recall": 0.9914714490930061,
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"eval_Micro F1": 0.9824977972910414,
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"eval_Micro Precision": 0.9824977972910414,
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"eval_Micro Recall": 0.9824977972910414,
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"eval_Weighted F1": 0.9829154250972546,
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"eval_Weighted Precision": 0.9844239541534958,
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"eval_Weighted Recall": 0.9824977972910414,
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"eval_accuracy": 0.9824977972910414,
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"eval_loss": 0.05217493698000908,
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"eval_runtime": 74.4899,
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"step": 37667
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},
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{
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"epoch": 2.0,
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{
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"epoch": 2.0,
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"eval_Macro Precision": 0.9952749762162761,
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"eval_Macro Recall": 0.9978802814440765,
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"eval_Weighted Recall": 0.9976554216507624,
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"eval_accuracy": 0.9976554216507624,
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"eval_loss": 0.008292355574667454,
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{
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}
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],
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"logging_steps": 500,
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"trial_params": null
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}
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