{ "best_metric": 0.952, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0396/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": 0.13488806784152985, "learning_rate": 7.2e-05, "loss": 0.6279, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9370666666666667, "eval_loss": 0.2268005907535553, "eval_runtime": 12.1384, "eval_samples_per_second": 308.938, "eval_steps_per_second": 4.861, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.3247702717781067, "learning_rate": 5.4000000000000005e-05, "loss": 0.1104, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9410666666666667, "eval_loss": 0.2009030282497406, "eval_runtime": 12.1555, "eval_samples_per_second": 308.503, "eval_steps_per_second": 4.854, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.023368021473288536, "learning_rate": 3.6e-05, "loss": 0.037, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9461333333333334, "eval_loss": 0.21123647689819336, "eval_runtime": 12.6647, "eval_samples_per_second": 296.097, "eval_steps_per_second": 4.659, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.019420085474848747, "learning_rate": 1.8e-05, "loss": 0.0086, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9496, "eval_loss": 0.19330628216266632, "eval_runtime": 11.9614, "eval_samples_per_second": 313.509, "eval_steps_per_second": 4.933, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.18066206574440002, "learning_rate": 0.0, "loss": 0.0035, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.952, "eval_loss": 0.18790015578269958, "eval_runtime": 12.0716, "eval_samples_per_second": 310.648, "eval_steps_per_second": 4.888, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }