Invalid JSON: Unexpected token 'N', ..."val_auc": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.5615983605384827, | |
| "best_model_checkpoint": "bert-label-classifier_teacher\\checkpoint-1000", | |
| "epoch": 10.0, | |
| "global_step": 1000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.8242, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.805, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.6444444444444445, | |
| "eval_f1_Hausrat-Schaden": 0.8048780487804879, | |
| "eval_f1_Kfz-Schaden": 0.7714285714285715, | |
| "eval_f1_Reiseschaden": 0.8985507246376812, | |
| "eval_f1_Tierkrankheit": 0.9213483146067416, | |
| "eval_loss": 0.7598514556884766, | |
| "eval_precision_Haftpflichtschaden": 0.5576923076923077, | |
| "eval_precision_Hausrat-Schaden": 0.868421052631579, | |
| "eval_precision_Kfz-Schaden": 0.8181818181818182, | |
| "eval_precision_Reiseschaden": 0.9117647058823529, | |
| "eval_precision_Tierkrankheit": 0.9534883720930233, | |
| "eval_recall_Haftpflichtschaden": 0.7631578947368421, | |
| "eval_recall_Hausrat-Schaden": 0.75, | |
| "eval_recall_Kfz-Schaden": 0.7297297297297297, | |
| "eval_recall_Reiseschaden": 0.8857142857142857, | |
| "eval_recall_Tierkrankheit": 0.8913043478260869, | |
| "eval_runtime": 27.4753, | |
| "eval_samples_per_second": 7.279, | |
| "eval_steps_per_second": 0.91, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 0.7498, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.83, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.65, | |
| "eval_f1_Hausrat-Schaden": 0.8409090909090909, | |
| "eval_f1_Kfz-Schaden": 0.8055555555555556, | |
| "eval_f1_Reiseschaden": 0.9014084507042254, | |
| "eval_f1_Tierkrankheit": 0.9438202247191011, | |
| "eval_loss": 0.7102720737457275, | |
| "eval_precision_Haftpflichtschaden": 0.6190476190476191, | |
| "eval_precision_Hausrat-Schaden": 0.8409090909090909, | |
| "eval_precision_Kfz-Schaden": 0.8285714285714286, | |
| "eval_precision_Reiseschaden": 0.8888888888888888, | |
| "eval_precision_Tierkrankheit": 0.9767441860465116, | |
| "eval_recall_Haftpflichtschaden": 0.6842105263157895, | |
| "eval_recall_Hausrat-Schaden": 0.8409090909090909, | |
| "eval_recall_Kfz-Schaden": 0.7837837837837838, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9130434782608695, | |
| "eval_runtime": 28.8153, | |
| "eval_samples_per_second": 6.941, | |
| "eval_steps_per_second": 0.868, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 1.4e-05, | |
| "loss": 0.7143, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.845, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.6746987951807228, | |
| "eval_f1_Hausrat-Schaden": 0.8505747126436781, | |
| "eval_f1_Kfz-Schaden": 0.8, | |
| "eval_f1_Reiseschaden": 0.927536231884058, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.6688169240951538, | |
| "eval_precision_Haftpflichtschaden": 0.6222222222222222, | |
| "eval_precision_Hausrat-Schaden": 0.8604651162790697, | |
| "eval_precision_Kfz-Schaden": 0.8484848484848485, | |
| "eval_precision_Reiseschaden": 0.9411764705882353, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.7368421052631579, | |
| "eval_recall_Hausrat-Schaden": 0.8409090909090909, | |
| "eval_recall_Kfz-Schaden": 0.7567567567567568, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 27.4688, | |
| "eval_samples_per_second": 7.281, | |
| "eval_steps_per_second": 0.91, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 1.2e-05, | |
| "loss": 0.6711, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.855, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.691358024691358, | |
| "eval_f1_Hausrat-Schaden": 0.8636363636363636, | |
| "eval_f1_Kfz-Schaden": 0.8169014084507042, | |
| "eval_f1_Reiseschaden": 0.927536231884058, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.6378782391548157, | |
| "eval_precision_Haftpflichtschaden": 0.6511627906976745, | |
| "eval_precision_Hausrat-Schaden": 0.8636363636363636, | |
| "eval_precision_Kfz-Schaden": 0.8529411764705882, | |
| "eval_precision_Reiseschaden": 0.9411764705882353, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.7368421052631579, | |
| "eval_recall_Hausrat-Schaden": 0.8636363636363636, | |
| "eval_recall_Kfz-Schaden": 0.7837837837837838, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 28.973, | |
| "eval_samples_per_second": 6.903, | |
| "eval_steps_per_second": 0.863, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 1e-05, | |
| "loss": 0.6291, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.86, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.676056338028169, | |
| "eval_f1_Hausrat-Schaden": 0.8571428571428571, | |
| "eval_f1_Kfz-Schaden": 0.8333333333333334, | |
| "eval_f1_Reiseschaden": 0.9411764705882353, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.6130316257476807, | |
| "eval_precision_Haftpflichtschaden": 0.7272727272727273, | |
| "eval_precision_Hausrat-Schaden": 0.7777777777777778, | |
| "eval_precision_Kfz-Schaden": 0.8571428571428571, | |
| "eval_precision_Reiseschaden": 0.9696969696969697, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.631578947368421, | |
| "eval_recall_Hausrat-Schaden": 0.9545454545454546, | |
| "eval_recall_Kfz-Schaden": 0.8108108108108109, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 27.6638, | |
| "eval_samples_per_second": 7.23, | |
| "eval_steps_per_second": 0.904, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.6101, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.875, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.7341772151898734, | |
| "eval_f1_Hausrat-Schaden": 0.8791208791208791, | |
| "eval_f1_Kfz-Schaden": 0.8450704225352113, | |
| "eval_f1_Reiseschaden": 0.9411764705882353, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.59296053647995, | |
| "eval_precision_Haftpflichtschaden": 0.7073170731707317, | |
| "eval_precision_Hausrat-Schaden": 0.851063829787234, | |
| "eval_precision_Kfz-Schaden": 0.8823529411764706, | |
| "eval_precision_Reiseschaden": 0.9696969696969697, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.7631578947368421, | |
| "eval_recall_Hausrat-Schaden": 0.9090909090909091, | |
| "eval_recall_Kfz-Schaden": 0.8108108108108109, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 28.3019, | |
| "eval_samples_per_second": 7.067, | |
| "eval_steps_per_second": 0.883, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 6e-06, | |
| "loss": 0.5869, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.875, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.7297297297297297, | |
| "eval_f1_Hausrat-Schaden": 0.8842105263157894, | |
| "eval_f1_Kfz-Schaden": 0.8333333333333334, | |
| "eval_f1_Reiseschaden": 0.9411764705882353, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.5787226557731628, | |
| "eval_precision_Haftpflichtschaden": 0.75, | |
| "eval_precision_Hausrat-Schaden": 0.8235294117647058, | |
| "eval_precision_Kfz-Schaden": 0.8571428571428571, | |
| "eval_precision_Reiseschaden": 0.9696969696969697, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.7105263157894737, | |
| "eval_recall_Hausrat-Schaden": 0.9545454545454546, | |
| "eval_recall_Kfz-Schaden": 0.8108108108108109, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 39.7179, | |
| "eval_samples_per_second": 5.036, | |
| "eval_steps_per_second": 0.629, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.5819, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.88, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.7466666666666667, | |
| "eval_f1_Hausrat-Schaden": 0.8936170212765957, | |
| "eval_f1_Kfz-Schaden": 0.8333333333333334, | |
| "eval_f1_Reiseschaden": 0.9411764705882353, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.5691784620285034, | |
| "eval_precision_Haftpflichtschaden": 0.7567567567567568, | |
| "eval_precision_Hausrat-Schaden": 0.84, | |
| "eval_precision_Kfz-Schaden": 0.8571428571428571, | |
| "eval_precision_Reiseschaden": 0.9696969696969697, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.7368421052631579, | |
| "eval_recall_Hausrat-Schaden": 0.9545454545454546, | |
| "eval_recall_Kfz-Schaden": 0.8108108108108109, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 28.1496, | |
| "eval_samples_per_second": 7.105, | |
| "eval_steps_per_second": 0.888, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 0.5796, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.88, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.7466666666666667, | |
| "eval_f1_Hausrat-Schaden": 0.8936170212765957, | |
| "eval_f1_Kfz-Schaden": 0.8333333333333334, | |
| "eval_f1_Reiseschaden": 0.9411764705882353, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.563504695892334, | |
| "eval_precision_Haftpflichtschaden": 0.7567567567567568, | |
| "eval_precision_Hausrat-Schaden": 0.84, | |
| "eval_precision_Kfz-Schaden": 0.8571428571428571, | |
| "eval_precision_Reiseschaden": 0.9696969696969697, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.7368421052631579, | |
| "eval_recall_Hausrat-Schaden": 0.9545454545454546, | |
| "eval_recall_Kfz-Schaden": 0.8108108108108109, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 33.5719, | |
| "eval_samples_per_second": 5.957, | |
| "eval_steps_per_second": 0.745, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.5641, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.87, | |
| "eval_auc": NaN, | |
| "eval_f1_Haftpflichtschaden": 0.7123287671232876, | |
| "eval_f1_Hausrat-Schaden": 0.875, | |
| "eval_f1_Kfz-Schaden": 0.8333333333333334, | |
| "eval_f1_Reiseschaden": 0.9411764705882353, | |
| "eval_f1_Tierkrankheit": 0.967032967032967, | |
| "eval_loss": 0.5615983605384827, | |
| "eval_precision_Haftpflichtschaden": 0.7428571428571429, | |
| "eval_precision_Hausrat-Schaden": 0.8076923076923077, | |
| "eval_precision_Kfz-Schaden": 0.8571428571428571, | |
| "eval_precision_Reiseschaden": 0.9696969696969697, | |
| "eval_precision_Tierkrankheit": 0.9777777777777777, | |
| "eval_recall_Haftpflichtschaden": 0.6842105263157895, | |
| "eval_recall_Hausrat-Schaden": 0.9545454545454546, | |
| "eval_recall_Kfz-Schaden": 0.8108108108108109, | |
| "eval_recall_Reiseschaden": 0.9142857142857143, | |
| "eval_recall_Tierkrankheit": 0.9565217391304348, | |
| "eval_runtime": 28.5618, | |
| "eval_samples_per_second": 7.002, | |
| "eval_steps_per_second": 0.875, | |
| "step": 1000 | |
| } | |
| ], | |
| "max_steps": 1000, | |
| "num_train_epochs": 10, | |
| "total_flos": 292274921625792.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |