| { | |
| "best_metric": 0.8523994617102314, | |
| "best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-54", | |
| "epoch": 14.88888888888889, | |
| "eval_steps": 500, | |
| "global_step": 67, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.8888888888888888, | |
| "eval_accuracy": 0.63003663003663, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 53, | |
| 0, | |
| 16, | |
| 3 | |
| ], | |
| [ | |
| 28, | |
| 1, | |
| 31, | |
| 0 | |
| ], | |
| [ | |
| 13, | |
| 0, | |
| 62, | |
| 1 | |
| ], | |
| [ | |
| 3, | |
| 0, | |
| 6, | |
| 56 | |
| ] | |
| ], | |
| "eval_f1": 0.566693372031096, | |
| "eval_loss": 1.31327486038208, | |
| "eval_precision": 0.7361933549293478, | |
| "eval_recall": 0.63003663003663, | |
| "eval_runtime": 2.8436, | |
| "eval_samples_per_second": 96.005, | |
| "eval_steps_per_second": 1.055, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6593406593406593, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 41, | |
| 10, | |
| 16, | |
| 5 | |
| ], | |
| [ | |
| 21, | |
| 1, | |
| 38, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 2, | |
| 73, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.595713773130153, | |
| "eval_loss": 0.9242589473724365, | |
| "eval_precision": 0.5696509512811321, | |
| "eval_recall": 0.6593406593406593, | |
| "eval_runtime": 2.8668, | |
| "eval_samples_per_second": 95.227, | |
| "eval_steps_per_second": 1.046, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 2.888888888888889, | |
| "eval_accuracy": 0.717948717948718, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 52, | |
| 8, | |
| 7, | |
| 5 | |
| ], | |
| [ | |
| 18, | |
| 5, | |
| 37, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 75, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.6621621567125869, | |
| "eval_loss": 0.8232662081718445, | |
| "eval_precision": 0.671303801513745, | |
| "eval_recall": 0.717948717948718, | |
| "eval_runtime": 2.8711, | |
| "eval_samples_per_second": 95.084, | |
| "eval_steps_per_second": 1.045, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6959706959706959, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 45, | |
| 9, | |
| 13, | |
| 5 | |
| ], | |
| [ | |
| 13, | |
| 5, | |
| 42, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 75, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.6428796900399459, | |
| "eval_loss": 0.951453447341919, | |
| "eval_precision": 0.6613447705829899, | |
| "eval_recall": 0.6959706959706959, | |
| "eval_runtime": 2.8813, | |
| "eval_samples_per_second": 94.75, | |
| "eval_steps_per_second": 1.041, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 4.888888888888889, | |
| "eval_accuracy": 0.6666666666666666, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 16, | |
| 49, | |
| 3, | |
| 4 | |
| ], | |
| [ | |
| 1, | |
| 26, | |
| 33, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 1, | |
| 75, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.6331541584523206, | |
| "eval_loss": 1.0080645084381104, | |
| "eval_precision": 0.7358031394913882, | |
| "eval_recall": 0.6666666666666666, | |
| "eval_runtime": 2.9108, | |
| "eval_samples_per_second": 93.789, | |
| "eval_steps_per_second": 1.031, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.652014652014652, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 0, | |
| 6 | |
| ], | |
| [ | |
| 36, | |
| 16, | |
| 8, | |
| 0 | |
| ], | |
| [ | |
| 10, | |
| 35, | |
| 31, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.6302407955860642, | |
| "eval_loss": 0.9598046541213989, | |
| "eval_precision": 0.6636241740077424, | |
| "eval_recall": 0.652014652014652, | |
| "eval_runtime": 2.9773, | |
| "eval_samples_per_second": 91.693, | |
| "eval_steps_per_second": 1.008, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 6.888888888888889, | |
| "eval_accuracy": 0.7692307692307693, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 0, | |
| 6 | |
| ], | |
| [ | |
| 29, | |
| 21, | |
| 10, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 15, | |
| 58, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.7527855586679116, | |
| "eval_loss": 0.7898163795471191, | |
| "eval_precision": 0.7612467677056892, | |
| "eval_recall": 0.7692307692307693, | |
| "eval_runtime": 2.8918, | |
| "eval_samples_per_second": 94.404, | |
| "eval_steps_per_second": 1.037, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.7802197802197802, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 0, | |
| 6 | |
| ], | |
| [ | |
| 25, | |
| 15, | |
| 19, | |
| 1 | |
| ], | |
| [ | |
| 1, | |
| 6, | |
| 68, | |
| 1 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.7471179200524057, | |
| "eval_loss": 0.7337484359741211, | |
| "eval_precision": 0.7733845922309294, | |
| "eval_recall": 0.7802197802197802, | |
| "eval_runtime": 2.9006, | |
| "eval_samples_per_second": 94.119, | |
| "eval_steps_per_second": 1.034, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 8.88888888888889, | |
| "eval_accuracy": 0.7912087912087912, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 57, | |
| 8, | |
| 3, | |
| 4 | |
| ], | |
| [ | |
| 13, | |
| 24, | |
| 23, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 5, | |
| 71, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.7766564722186922, | |
| "eval_loss": 0.7148727178573608, | |
| "eval_precision": 0.7821504483074875, | |
| "eval_recall": 0.7912087912087912, | |
| "eval_runtime": 2.8866, | |
| "eval_samples_per_second": 94.576, | |
| "eval_steps_per_second": 1.039, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.8168498168498168, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 51, | |
| 8, | |
| 1, | |
| 12 | |
| ], | |
| [ | |
| 10, | |
| 36, | |
| 14, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 5, | |
| 71, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8094336953840884, | |
| "eval_loss": 0.7574812173843384, | |
| "eval_precision": 0.8127936625684181, | |
| "eval_recall": 0.8168498168498168, | |
| "eval_runtime": 2.8967, | |
| "eval_samples_per_second": 94.245, | |
| "eval_steps_per_second": 1.036, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 10.88888888888889, | |
| "eval_accuracy": 0.8021978021978022, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 48, | |
| 18, | |
| 2, | |
| 4 | |
| ], | |
| [ | |
| 4, | |
| 41, | |
| 15, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 7, | |
| 69, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 0, | |
| 1, | |
| 61 | |
| ] | |
| ], | |
| "eval_f1": 0.801525180147331, | |
| "eval_loss": 0.7140281200408936, | |
| "eval_precision": 0.8109338936925145, | |
| "eval_recall": 0.8021978021978022, | |
| "eval_runtime": 2.917, | |
| "eval_samples_per_second": 93.589, | |
| "eval_steps_per_second": 1.028, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.8534798534798534, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 56, | |
| 12, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 6, | |
| 43, | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 6, | |
| 70, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8523994617102314, | |
| "eval_loss": 0.6672152280807495, | |
| "eval_precision": 0.8540313732642031, | |
| "eval_recall": 0.8534798534798534, | |
| "eval_runtime": 2.8969, | |
| "eval_samples_per_second": 94.238, | |
| "eval_steps_per_second": 1.036, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 12.88888888888889, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 60, | |
| 8, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 8, | |
| 38, | |
| 14, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 6, | |
| 70, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8463270052615757, | |
| "eval_loss": 0.6432910561561584, | |
| "eval_precision": 0.8460243715014519, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 3.0281, | |
| "eval_samples_per_second": 90.156, | |
| "eval_steps_per_second": 0.991, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.8278388278388278, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 54, | |
| 13, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 7, | |
| 44, | |
| 9, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 11, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 1, | |
| 0, | |
| 63 | |
| ] | |
| ], | |
| "eval_f1": 0.82943590265942, | |
| "eval_loss": 0.7395206093788147, | |
| "eval_precision": 0.8350059217447382, | |
| "eval_recall": 0.8278388278388278, | |
| "eval_runtime": 2.9869, | |
| "eval_samples_per_second": 91.399, | |
| "eval_steps_per_second": 1.004, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 14.88888888888889, | |
| "eval_accuracy": 0.8315018315018315, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 54, | |
| 13, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 10, | |
| 39, | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 7, | |
| 69, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8291811389886823, | |
| "eval_loss": 0.7115849852561951, | |
| "eval_precision": 0.829244108966536, | |
| "eval_recall": 0.8315018315018315, | |
| "eval_runtime": 2.9616, | |
| "eval_samples_per_second": 92.181, | |
| "eval_steps_per_second": 1.013, | |
| "step": 67 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 180, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 45, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.7183604256e+16, | |
| "train_batch_size": 128, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |