{ "best_metric": 0.3722666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0588/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 19.493999481201172, "learning_rate": 0.00042760859989611786, "loss": 3.3584, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.19866666666666666, "eval_loss": 3.046205759048462, "eval_runtime": 12.7896, "eval_samples_per_second": 293.207, "eval_steps_per_second": 4.613, "step": 333 }, { "epoch": 2.0, "grad_norm": 26.901456832885742, "learning_rate": 0.00025117927214825806, "loss": 2.7985, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2733333333333333, "eval_loss": 2.7168684005737305, "eval_runtime": 13.6516, "eval_samples_per_second": 274.692, "eval_steps_per_second": 4.322, "step": 666 }, { "epoch": 3.0, "grad_norm": 14.65412712097168, "learning_rate": 7.405914276967749e-05, "loss": 2.4708, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.35706666666666664, "eval_loss": 2.366395950317383, "eval_runtime": 14.4918, "eval_samples_per_second": 258.767, "eval_steps_per_second": 4.071, "step": 999 }, { "epoch": 4.0, "grad_norm": 24.95326042175293, "learning_rate": 2.7813810714871766e-09, "loss": 2.2152, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.3722666666666667, "eval_loss": 2.27994704246521, "eval_runtime": 13.9972, "eval_samples_per_second": 267.91, "eval_steps_per_second": 4.215, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }