{ "best_metric": 0.5928, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0321/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": 0.00041691691691691694, "loss": 3.1647, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.2536, "eval_loss": 2.7052536010742188, "eval_runtime": 4.1589, "eval_samples_per_second": 901.68, "eval_steps_per_second": 14.186, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00033383383383383386, "loss": 2.4476, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.3589333333333333, "eval_loss": 2.2704856395721436, "eval_runtime": 4.1014, "eval_samples_per_second": 914.326, "eval_steps_per_second": 14.385, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0002507507507507508, "loss": 1.9389, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.45466666666666666, "eval_loss": 1.9171091318130493, "eval_runtime": 4.0947, "eval_samples_per_second": 915.815, "eval_steps_per_second": 14.409, "step": 999 }, { "epoch": 4.0, "grad_norm": 17.651460647583008, "learning_rate": 0.00016741741741741742, "loss": 1.4491, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.5272, "eval_loss": 1.6659400463104248, "eval_runtime": 4.2229, "eval_samples_per_second": 888.016, "eval_steps_per_second": 13.971, "step": 1332 }, { "epoch": 5.0, "grad_norm": 18.00585174560547, "learning_rate": 8.408408408408409e-05, "loss": 0.9109, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.5717333333333333, "eval_loss": 1.520714282989502, "eval_runtime": 4.1135, "eval_samples_per_second": 911.643, "eval_steps_per_second": 14.343, "step": 1665 }, { "epoch": 6.0, "grad_norm": 5.762750625610352, "learning_rate": 7.507507507507508e-07, "loss": 0.3959, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.5928, "eval_loss": 1.4982984066009521, "eval_runtime": 9.0857, "eval_samples_per_second": 412.736, "eval_steps_per_second": 6.494, "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 }