{ "best_metric": 0.8584, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0569/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": 32.71794128417969, "learning_rate": 0.0003, "loss": 1.6985, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7922666666666667, "eval_loss": 0.6854488253593445, "eval_runtime": 17.09, "eval_samples_per_second": 219.427, "eval_steps_per_second": 3.452, "step": 333 }, { "epoch": 2.0, "grad_norm": 65.78317260742188, "learning_rate": 0.0003, "loss": 0.5434, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8378666666666666, "eval_loss": 0.5295833349227905, "eval_runtime": 16.8204, "eval_samples_per_second": 222.944, "eval_steps_per_second": 3.508, "step": 666 }, { "epoch": 3.0, "grad_norm": 40.53878402709961, "learning_rate": 0.0003, "loss": 0.3656, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8536, "eval_loss": 0.49800580739974976, "eval_runtime": 16.5004, "eval_samples_per_second": 227.268, "eval_steps_per_second": 3.576, "step": 999 }, { "epoch": 4.0, "grad_norm": 37.81058120727539, "learning_rate": 0.0003, "loss": 0.2616, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8522666666666666, "eval_loss": 0.49607864022254944, "eval_runtime": 16.3854, "eval_samples_per_second": 228.862, "eval_steps_per_second": 3.601, "step": 1332 }, { "epoch": 5.0, "grad_norm": 47.56358337402344, "learning_rate": 0.0003, "loss": 0.1974, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8584, "eval_loss": 0.5002295970916748, "eval_runtime": 16.6159, "eval_samples_per_second": 225.687, "eval_steps_per_second": 3.551, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }