{ "best_metric": 0.8813333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0996/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": 84.1761703491211, "learning_rate": 0.0003, "loss": 1.5358, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8250666666666666, "eval_loss": 0.5527979731559753, "eval_runtime": 8.4847, "eval_samples_per_second": 441.973, "eval_steps_per_second": 6.954, "step": 333 }, { "epoch": 2.0, "grad_norm": 28.379898071289062, "learning_rate": 0.0003, "loss": 0.4547, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8741333333333333, "eval_loss": 0.3983769714832306, "eval_runtime": 8.3548, "eval_samples_per_second": 448.844, "eval_steps_per_second": 7.062, "step": 666 }, { "epoch": 3.0, "grad_norm": 51.53542709350586, "learning_rate": 0.0003, "loss": 0.2826, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8674666666666667, "eval_loss": 0.4311361312866211, "eval_runtime": 8.4445, "eval_samples_per_second": 444.074, "eval_steps_per_second": 6.987, "step": 999 }, { "epoch": 4.0, "grad_norm": 38.08618927001953, "learning_rate": 0.0003, "loss": 0.1842, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8789333333333333, "eval_loss": 0.41668805480003357, "eval_runtime": 8.2573, "eval_samples_per_second": 454.141, "eval_steps_per_second": 7.145, "step": 1332 }, { "epoch": 5.0, "grad_norm": 13.60391616821289, "learning_rate": 0.0003, "loss": 0.1312, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8757333333333334, "eval_loss": 0.44390246272087097, "eval_runtime": 8.3075, "eval_samples_per_second": 451.401, "eval_steps_per_second": 7.102, "step": 1665 }, { "epoch": 6.0, "grad_norm": 51.16313552856445, "learning_rate": 0.0003, "loss": 0.1086, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8813333333333333, "eval_loss": 0.4737653434276581, "eval_runtime": 8.33, "eval_samples_per_second": 450.179, "eval_steps_per_second": 7.083, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }