{ "best_metric": 0.9005333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0686/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": 3.2124204635620117, "learning_rate": 9.330127018922194e-05, "loss": 1.4704, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8064, "eval_loss": 0.6769779920578003, "eval_runtime": 6.1695, "eval_samples_per_second": 607.831, "eval_steps_per_second": 9.563, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7.506805462938029e-05, "loss": 0.469, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8314666666666667, "eval_loss": 0.5644811391830444, "eval_runtime": 6.406, "eval_samples_per_second": 585.393, "eval_steps_per_second": 9.21, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.121593713760376, "learning_rate": 5.007861840237923e-05, "loss": 0.2472, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8706666666666667, "eval_loss": 0.4374672472476959, "eval_runtime": 5.9576, "eval_samples_per_second": 629.451, "eval_steps_per_second": 9.903, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.07051648944616318, "learning_rate": 2.506811643795042e-05, "loss": 0.1169, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8874666666666666, "eval_loss": 0.4147394001483917, "eval_runtime": 5.9827, "eval_samples_per_second": 626.808, "eval_steps_per_second": 9.862, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.17112678289413452, "learning_rate": 6.738092539759589e-06, "loss": 0.0476, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8978666666666667, "eval_loss": 0.37628164887428284, "eval_runtime": 6.0883, "eval_samples_per_second": 615.932, "eval_steps_per_second": 9.691, "step": 1665 }, { "epoch": 6.0, "grad_norm": 4.865991115570068, "learning_rate": 6.180857012871855e-11, "loss": 0.0231, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9005333333333333, "eval_loss": 0.366828054189682, "eval_runtime": 6.0956, "eval_samples_per_second": 615.196, "eval_steps_per_second": 9.679, "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 }