| { | |
| "best_metric": 0.8586666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0646/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 138.0891571044922, | |
| "learning_rate": 6.653391037658466e-05, | |
| "loss": 3.2734, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5962666666666666, | |
| "eval_loss": 1.8463690280914307, | |
| "eval_runtime": 13.9025, | |
| "eval_samples_per_second": 269.736, | |
| "eval_steps_per_second": 4.244, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 389.82464599609375, | |
| "learning_rate": 5.682214306505567e-05, | |
| "loss": 1.0828, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7954666666666667, | |
| "eval_loss": 0.7384634017944336, | |
| "eval_runtime": 13.8183, | |
| "eval_samples_per_second": 271.38, | |
| "eval_steps_per_second": 4.27, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 82.43489074707031, | |
| "learning_rate": 4.2788232688471e-05, | |
| "loss": 0.6112, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8357333333333333, | |
| "eval_loss": 0.5595542788505554, | |
| "eval_runtime": 13.7987, | |
| "eval_samples_per_second": 271.764, | |
| "eval_steps_per_second": 4.276, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 171.4561309814453, | |
| "learning_rate": 2.7211767311528996e-05, | |
| "loss": 0.4413, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8437333333333333, | |
| "eval_loss": 0.5136469006538391, | |
| "eval_runtime": 13.5783, | |
| "eval_samples_per_second": 276.175, | |
| "eval_steps_per_second": 4.345, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 164.77854919433594, | |
| "learning_rate": 1.3177856934944328e-05, | |
| "loss": 0.3459, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8586666666666667, | |
| "eval_loss": 0.4859790802001953, | |
| "eval_runtime": 13.4827, | |
| "eval_samples_per_second": 278.135, | |
| "eval_steps_per_second": 4.376, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2331, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 7, | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |