{ "best_metric": 0.8701333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0340/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": 0.24325436353683472, "learning_rate": 0.0003, "loss": 0.6502, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8448, "eval_loss": 0.5524691939353943, "eval_runtime": 5.9896, "eval_samples_per_second": 626.081, "eval_steps_per_second": 9.85, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.041981909424066544, "learning_rate": 0.0003, "loss": 0.3307, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8616, "eval_loss": 0.48100098967552185, "eval_runtime": 6.2759, "eval_samples_per_second": 597.524, "eval_steps_per_second": 9.401, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.537958562374115, "learning_rate": 0.0003, "loss": 0.2365, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8557333333333333, "eval_loss": 0.5295482873916626, "eval_runtime": 5.794, "eval_samples_per_second": 647.219, "eval_steps_per_second": 10.183, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.49246400594711304, "learning_rate": 0.0003, "loss": 0.1884, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8701333333333333, "eval_loss": 0.5043964385986328, "eval_runtime": 6.4059, "eval_samples_per_second": 585.394, "eval_steps_per_second": 9.21, "step": 1332 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }