{ "best_metric": 0.8864, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0575/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": 1318.55029296875, "learning_rate": 7e-05, "loss": 3.287, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6450666666666667, "eval_loss": 1.848702073097229, "eval_runtime": 13.3937, "eval_samples_per_second": 279.982, "eval_steps_per_second": 4.405, "step": 333 }, { "epoch": 2.0, "grad_norm": 152.0831298828125, "learning_rate": 7e-05, "loss": 1.0186, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8210666666666666, "eval_loss": 0.6583036184310913, "eval_runtime": 13.3958, "eval_samples_per_second": 279.939, "eval_steps_per_second": 4.404, "step": 666 }, { "epoch": 3.0, "grad_norm": 72.17105102539062, "learning_rate": 7e-05, "loss": 0.5648, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8453333333333334, "eval_loss": 0.5181624889373779, "eval_runtime": 13.3994, "eval_samples_per_second": 279.863, "eval_steps_per_second": 4.403, "step": 999 }, { "epoch": 4.0, "grad_norm": 108.21542358398438, "learning_rate": 7e-05, "loss": 0.4321, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8656, "eval_loss": 0.4437653720378876, "eval_runtime": 13.5081, "eval_samples_per_second": 277.611, "eval_steps_per_second": 4.368, "step": 1332 }, { "epoch": 5.0, "grad_norm": 65.9017562866211, "learning_rate": 7e-05, "loss": 0.3346, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8834666666666666, "eval_loss": 0.4000467360019684, "eval_runtime": 13.2576, "eval_samples_per_second": 282.857, "eval_steps_per_second": 4.45, "step": 1665 }, { "epoch": 6.0, "grad_norm": 127.94257354736328, "learning_rate": 7e-05, "loss": 0.2753, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8864, "eval_loss": 0.39259016513824463, "eval_runtime": 13.4294, "eval_samples_per_second": 279.238, "eval_steps_per_second": 4.393, "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 }