{ "best_metric": 0.8224, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0851/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": 288.1031188964844, "learning_rate": 3e-05, "loss": 3.8576, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.3152, "eval_loss": 3.744849681854248, "eval_runtime": 13.0487, "eval_samples_per_second": 287.385, "eval_steps_per_second": 4.522, "step": 333 }, { "epoch": 2.0, "grad_norm": 180.81240844726562, "learning_rate": 3e-05, "loss": 3.2799, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5362666666666667, "eval_loss": 2.571992874145508, "eval_runtime": 13.0272, "eval_samples_per_second": 287.859, "eval_steps_per_second": 4.529, "step": 666 }, { "epoch": 3.0, "grad_norm": 194.20521545410156, "learning_rate": 3e-05, "loss": 1.7768, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7184, "eval_loss": 1.1881500482559204, "eval_runtime": 13.2207, "eval_samples_per_second": 283.647, "eval_steps_per_second": 4.463, "step": 999 }, { "epoch": 4.0, "grad_norm": 254.28936767578125, "learning_rate": 3e-05, "loss": 0.9955, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7864, "eval_loss": 0.7914592623710632, "eval_runtime": 12.9627, "eval_samples_per_second": 289.291, "eval_steps_per_second": 4.552, "step": 1332 }, { "epoch": 5.0, "grad_norm": 94.32122039794922, "learning_rate": 3e-05, "loss": 0.7234, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8224, "eval_loss": 0.6376187205314636, "eval_runtime": 13.0398, "eval_samples_per_second": 287.581, "eval_steps_per_second": 4.525, "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": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }