| { | |
| "best_metric": 0.8906666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0003/checkpoints/checkpoint-2997", | |
| "epoch": 9.0, | |
| "eval_steps": 500, | |
| "global_step": 2997, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 154.8031005859375, | |
| "learning_rate": 4.4444444444444447e-05, | |
| "loss": 3.6286, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5850666666666666, | |
| "eval_loss": 3.0259337425231934, | |
| "eval_runtime": 7.7096, | |
| "eval_samples_per_second": 486.408, | |
| "eval_steps_per_second": 7.653, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 53.869205474853516, | |
| "learning_rate": 3.888888888888889e-05, | |
| "loss": 1.7873, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7698666666666667, | |
| "eval_loss": 0.9587300419807434, | |
| "eval_runtime": 7.6265, | |
| "eval_samples_per_second": 491.706, | |
| "eval_steps_per_second": 7.736, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 162.40127563476562, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.7565, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8293333333333334, | |
| "eval_loss": 0.6130377650260925, | |
| "eval_runtime": 7.6437, | |
| "eval_samples_per_second": 490.598, | |
| "eval_steps_per_second": 7.719, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 86.94587707519531, | |
| "learning_rate": 2.777777777777778e-05, | |
| "loss": 0.5381, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8557333333333333, | |
| "eval_loss": 0.4922569692134857, | |
| "eval_runtime": 7.6264, | |
| "eval_samples_per_second": 491.712, | |
| "eval_steps_per_second": 7.736, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 118.25404357910156, | |
| "learning_rate": 2.2222222222222223e-05, | |
| "loss": 0.4407, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8661333333333333, | |
| "eval_loss": 0.45935097336769104, | |
| "eval_runtime": 7.6807, | |
| "eval_samples_per_second": 488.239, | |
| "eval_steps_per_second": 7.682, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 164.8728485107422, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 0.366, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8757333333333334, | |
| "eval_loss": 0.43018534779548645, | |
| "eval_runtime": 7.6456, | |
| "eval_samples_per_second": 490.477, | |
| "eval_steps_per_second": 7.717, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 89.3781509399414, | |
| "learning_rate": 1.1111111111111112e-05, | |
| "loss": 0.3247, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.88, | |
| "eval_loss": 0.408071368932724, | |
| "eval_runtime": 7.6581, | |
| "eval_samples_per_second": 489.68, | |
| "eval_steps_per_second": 7.704, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 115.55562591552734, | |
| "learning_rate": 5.555555555555556e-06, | |
| "loss": 0.303, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8786666666666667, | |
| "eval_loss": 0.40728554129600525, | |
| "eval_runtime": 7.5946, | |
| "eval_samples_per_second": 493.773, | |
| "eval_steps_per_second": 7.769, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 353.60870361328125, | |
| "learning_rate": 0.0, | |
| "loss": 0.2825, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.8906666666666667, | |
| "eval_loss": 0.39179283380508423, | |
| "eval_runtime": 7.66, | |
| "eval_samples_per_second": 489.559, | |
| "eval_steps_per_second": 7.702, | |
| "step": 2997 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.3587863155968e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |