| { | |
| "best_metric": 0.8933333333333333, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0835/checkpoints/checkpoint-1332", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 1332, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 83.34969329833984, | |
| "learning_rate": 0.0002713525491562421, | |
| "loss": 1.5708, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8245333333333333, | |
| "eval_loss": 0.5758803486824036, | |
| "eval_runtime": 7.3356, | |
| "eval_samples_per_second": 511.209, | |
| "eval_steps_per_second": 8.043, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 45.0511360168457, | |
| "learning_rate": 0.0001963525491562421, | |
| "loss": 0.4496, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8704, | |
| "eval_loss": 0.4214680790901184, | |
| "eval_runtime": 7.3537, | |
| "eval_samples_per_second": 509.95, | |
| "eval_steps_per_second": 8.023, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 38.930076599121094, | |
| "learning_rate": 0.0001036474508437579, | |
| "loss": 0.248, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8842666666666666, | |
| "eval_loss": 0.3913588523864746, | |
| "eval_runtime": 7.3113, | |
| "eval_samples_per_second": 512.904, | |
| "eval_steps_per_second": 8.07, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 32.09132385253906, | |
| "learning_rate": 2.8647450843757897e-05, | |
| "loss": 0.147, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8933333333333333, | |
| "eval_loss": 0.38044291734695435, | |
| "eval_runtime": 7.3757, | |
| "eval_samples_per_second": 508.425, | |
| "eval_steps_per_second": 7.999, | |
| "step": 1332 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.2705716958208e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |