{ "best_metric": 0.9258666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0816/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": 6.339302707314361e-05, "loss": 0.8244, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8496, "eval_loss": 0.48668521642684937, "eval_runtime": 14.7192, "eval_samples_per_second": 254.769, "eval_steps_per_second": 4.008, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.2499273717403412, "learning_rate": 4.594113205975266e-05, "loss": 0.2545, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8824, "eval_loss": 0.36701536178588867, "eval_runtime": 13.2994, "eval_samples_per_second": 281.968, "eval_steps_per_second": 4.436, "step": 666 }, { "epoch": 3.0, "grad_norm": 4.998906135559082, "learning_rate": 2.431009647493735e-05, "loss": 0.1013, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9048, "eval_loss": 0.32693013548851013, "eval_runtime": 13.3235, "eval_samples_per_second": 281.458, "eval_steps_per_second": 4.428, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.12356583029031754, "learning_rate": 6.762240700238659e-06, "loss": 0.0252, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9205333333333333, "eval_loss": 0.29195064306259155, "eval_runtime": 15.265, "eval_samples_per_second": 245.661, "eval_steps_per_second": 3.865, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.018517186865210533, "learning_rate": 2.492119103614243e-10, "loss": 0.0043, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9258666666666666, "eval_loss": 0.2759954035282135, "eval_runtime": 13.4588, "eval_samples_per_second": 278.627, "eval_steps_per_second": 4.384, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }