{ "best_metric": 0.9416, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0787/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": 0.2180907428264618, "learning_rate": 7e-05, "loss": 0.6403, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9384, "eval_loss": 0.21582137048244476, "eval_runtime": 5.3241, "eval_samples_per_second": 704.345, "eval_steps_per_second": 11.082, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.9087345004081726, "learning_rate": 7e-05, "loss": 0.1061, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9352, "eval_loss": 0.21742597222328186, "eval_runtime": 5.3724, "eval_samples_per_second": 698.018, "eval_steps_per_second": 10.982, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.04120901972055435, "learning_rate": 7e-05, "loss": 0.0446, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9408, "eval_loss": 0.23907901346683502, "eval_runtime": 5.3403, "eval_samples_per_second": 702.213, "eval_steps_per_second": 11.048, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.06922987103462219, "learning_rate": 7e-05, "loss": 0.0242, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9357333333333333, "eval_loss": 0.2580294609069824, "eval_runtime": 5.4044, "eval_samples_per_second": 693.878, "eval_steps_per_second": 10.917, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.15712006390094757, "learning_rate": 7e-05, "loss": 0.0171, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9416, "eval_loss": 0.25185003876686096, "eval_runtime": 5.3985, "eval_samples_per_second": 694.637, "eval_steps_per_second": 10.929, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }