{ "best_metric": 0.788, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0523/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 0.0003, "loss": 1.9757, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7045333333333333, "eval_loss": 0.9786065220832825, "eval_runtime": 11.8891, "eval_samples_per_second": 315.415, "eval_steps_per_second": 4.963, "step": 333 }, { "epoch": 2.0, "grad_norm": 5.6521735191345215, "learning_rate": 0.0003, "loss": 0.7349, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7384, "eval_loss": 0.8590325713157654, "eval_runtime": 11.8057, "eval_samples_per_second": 317.644, "eval_steps_per_second": 4.998, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.6961029171943665, "learning_rate": 0.0003, "loss": 0.4436, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7744, "eval_loss": 0.7673046588897705, "eval_runtime": 11.8001, "eval_samples_per_second": 317.793, "eval_steps_per_second": 5.0, "step": 999 }, { "epoch": 4.0, "grad_norm": 3.3282887935638428, "learning_rate": 0.0003, "loss": 0.2892, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7677333333333334, "eval_loss": 0.8282411694526672, "eval_runtime": 11.8463, "eval_samples_per_second": 316.555, "eval_steps_per_second": 4.98, "step": 1332 }, { "epoch": 5.0, "grad_norm": 10.16533374786377, "learning_rate": 0.0003, "loss": 0.2201, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.788, "eval_loss": 0.7695518136024475, "eval_runtime": 11.9082, "eval_samples_per_second": 314.909, "eval_steps_per_second": 4.955, "step": 1665 } ], "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }