{ "best_metric": 0.9093333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0274/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": 73.12126159667969, "learning_rate": 0.000288581929876693, "loss": 1.5878, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8424, "eval_loss": 0.5175034999847412, "eval_runtime": 13.5354, "eval_samples_per_second": 277.051, "eval_steps_per_second": 4.359, "step": 333 }, { "epoch": 2.0, "grad_norm": 26.813282012939453, "learning_rate": 0.00025606601717798207, "loss": 0.4706, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8664, "eval_loss": 0.44078120589256287, "eval_runtime": 13.5753, "eval_samples_per_second": 276.238, "eval_steps_per_second": 4.346, "step": 666 }, { "epoch": 3.0, "grad_norm": 49.93132781982422, "learning_rate": 0.00020740251485476345, "loss": 0.3043, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8794666666666666, "eval_loss": 0.41392067074775696, "eval_runtime": 13.4698, "eval_samples_per_second": 278.401, "eval_steps_per_second": 4.38, "step": 999 }, { "epoch": 4.0, "grad_norm": 44.27360916137695, "learning_rate": 0.00015, "loss": 0.2046, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8914666666666666, "eval_loss": 0.3711368441581726, "eval_runtime": 13.4789, "eval_samples_per_second": 278.213, "eval_steps_per_second": 4.377, "step": 1332 }, { "epoch": 5.0, "grad_norm": 58.239891052246094, "learning_rate": 9.259748514523653e-05, "loss": 0.1425, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9034666666666666, "eval_loss": 0.35367611050605774, "eval_runtime": 13.4871, "eval_samples_per_second": 278.043, "eval_steps_per_second": 4.375, "step": 1665 }, { "epoch": 6.0, "grad_norm": 29.674795150756836, "learning_rate": 4.3933982822017876e-05, "loss": 0.0897, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9093333333333333, "eval_loss": 0.35107097029685974, "eval_runtime": 13.4549, "eval_samples_per_second": 278.708, "eval_steps_per_second": 4.385, "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": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }