{ "best_metric": 0.848, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0368/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 5e-05, "loss": 2.0008, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7672, "eval_loss": 0.9127269983291626, "eval_runtime": 6.018, "eval_samples_per_second": 623.134, "eval_steps_per_second": 9.804, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 5e-05, "loss": 0.665, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8152, "eval_loss": 0.6254153251647949, "eval_runtime": 5.9912, "eval_samples_per_second": 625.917, "eval_steps_per_second": 9.848, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.051182508468628, "learning_rate": 5e-05, "loss": 0.4086, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8301333333333333, "eval_loss": 0.5696828365325928, "eval_runtime": 6.1871, "eval_samples_per_second": 606.103, "eval_steps_per_second": 9.536, "step": 999 }, { "epoch": 4.0, "grad_norm": 2.2470016479492188, "learning_rate": 5e-05, "loss": 0.282, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8301333333333333, "eval_loss": 0.5664248466491699, "eval_runtime": 6.1746, "eval_samples_per_second": 607.328, "eval_steps_per_second": 9.555, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.16398170590400696, "learning_rate": 5e-05, "loss": 0.1943, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8456, "eval_loss": 0.5133583545684814, "eval_runtime": 6.5985, "eval_samples_per_second": 568.315, "eval_steps_per_second": 8.941, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.4426308870315552, "learning_rate": 5e-05, "loss": 0.1477, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.848, "eval_loss": 0.5239871144294739, "eval_runtime": 6.0782, "eval_samples_per_second": 616.958, "eval_steps_per_second": 9.707, "step": 1998 } ], "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": true }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }