| { | |
| "best_metric": 0.8864, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0798/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": 48.65329360961914, | |
| "learning_rate": 0.0002713525491562421, | |
| "loss": 1.4836, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8338666666666666, | |
| "eval_loss": 0.5278244614601135, | |
| "eval_runtime": 7.2605, | |
| "eval_samples_per_second": 516.497, | |
| "eval_steps_per_second": 8.126, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 37.58403778076172, | |
| "learning_rate": 0.0001963525491562421, | |
| "loss": 0.393, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8648, | |
| "eval_loss": 0.435501366853714, | |
| "eval_runtime": 7.2719, | |
| "eval_samples_per_second": 515.682, | |
| "eval_steps_per_second": 8.113, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 52.55616760253906, | |
| "learning_rate": 0.0001036474508437579, | |
| "loss": 0.1882, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8808, | |
| "eval_loss": 0.4147579073905945, | |
| "eval_runtime": 7.2201, | |
| "eval_samples_per_second": 519.383, | |
| "eval_steps_per_second": 8.172, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 63.16933822631836, | |
| "learning_rate": 2.8647450843757897e-05, | |
| "loss": 0.08, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8861333333333333, | |
| "eval_loss": 0.4034328758716583, | |
| "eval_runtime": 7.2751, | |
| "eval_samples_per_second": 515.457, | |
| "eval_steps_per_second": 8.11, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 29.0805721282959, | |
| "learning_rate": 0.0, | |
| "loss": 0.0441, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8864, | |
| "eval_loss": 0.4126240015029907, | |
| "eval_runtime": 7.2319, | |
| "eval_samples_per_second": 518.534, | |
| "eval_steps_per_second": 8.158, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |