{ "best_metric": 0.7877333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0522/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": 1.6291700601577759, "learning_rate": 0.0003, "loss": 1.8965, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7013333333333334, "eval_loss": 1.0003502368927002, "eval_runtime": 12.0152, "eval_samples_per_second": 312.106, "eval_steps_per_second": 4.91, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.6998140811920166, "learning_rate": 0.0003, "loss": 0.7485, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7325333333333334, "eval_loss": 0.8788936138153076, "eval_runtime": 11.9055, "eval_samples_per_second": 314.98, "eval_steps_per_second": 4.956, "step": 666 }, { "epoch": 3.0, "grad_norm": 9.4721040725708, "learning_rate": 0.0003, "loss": 0.4451, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7762666666666667, "eval_loss": 0.7424725890159607, "eval_runtime": 11.8979, "eval_samples_per_second": 315.181, "eval_steps_per_second": 4.959, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 0.0003, "loss": 0.2957, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7744, "eval_loss": 0.7911914587020874, "eval_runtime": 11.762, "eval_samples_per_second": 318.824, "eval_steps_per_second": 5.016, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.7387237548828125, "learning_rate": 0.0003, "loss": 0.2153, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.7858666666666667, "eval_loss": 0.7774655222892761, "eval_runtime": 11.8589, "eval_samples_per_second": 316.217, "eval_steps_per_second": 4.975, "step": 1665 }, { "epoch": 6.0, "grad_norm": 6.813511848449707, "learning_rate": 0.0003, "loss": 0.1805, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.7877333333333333, "eval_loss": 0.8293803334236145, "eval_runtime": 11.8774, "eval_samples_per_second": 315.727, "eval_steps_per_second": 4.967, "step": 1998 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }