{ "best_metric": 0.9392, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0684/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": 61.19786071777344, "learning_rate": 2.85232922088503e-05, "loss": 0.7265, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8925333333333333, "eval_loss": 0.33714526891708374, "eval_runtime": 12.5813, "eval_samples_per_second": 298.062, "eval_steps_per_second": 4.69, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 2.4383924288793503e-05, "loss": 0.1607, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9088, "eval_loss": 0.3077865540981293, "eval_runtime": 12.4478, "eval_samples_per_second": 301.258, "eval_steps_per_second": 4.74, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.025255495682358742, "learning_rate": 1.837722045066209e-05, "loss": 0.055, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9157333333333333, "eval_loss": 0.30485180020332336, "eval_runtime": 12.454, "eval_samples_per_second": 301.109, "eval_steps_per_second": 4.737, "step": 999 }, { "epoch": 4.0, "grad_norm": 7.068039894104004, "learning_rate": 1.1701616683386336e-05, "loss": 0.0175, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9288, "eval_loss": 0.27848294377326965, "eval_runtime": 12.3546, "eval_samples_per_second": 303.531, "eval_steps_per_second": 4.776, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.1029067188501358, "learning_rate": 5.679298183982636e-06, "loss": 0.0049, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9376, "eval_loss": 0.25587448477745056, "eval_runtime": 12.3043, "eval_samples_per_second": 304.772, "eval_steps_per_second": 4.795, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.1385614573955536, "learning_rate": 1.5030589901472829e-06, "loss": 0.0015, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9392, "eval_loss": 0.2537786662578583, "eval_runtime": 12.2064, "eval_samples_per_second": 307.215, "eval_steps_per_second": 4.834, "step": 1998 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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 }