{ "best_metric": 0.8936, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0409/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": 52.54358673095703, "learning_rate": 7e-05, "loss": 3.2152, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6717333333333333, "eval_loss": 1.435573935508728, "eval_runtime": 9.0936, "eval_samples_per_second": 412.378, "eval_steps_per_second": 6.488, "step": 333 }, { "epoch": 2.0, "grad_norm": 199.96563720703125, "learning_rate": 7e-05, "loss": 0.8291, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8485333333333334, "eval_loss": 0.5243803262710571, "eval_runtime": 7.0059, "eval_samples_per_second": 535.267, "eval_steps_per_second": 8.422, "step": 666 }, { "epoch": 3.0, "grad_norm": 139.43077087402344, "learning_rate": 7e-05, "loss": 0.4312, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8712, "eval_loss": 0.42643287777900696, "eval_runtime": 7.1053, "eval_samples_per_second": 527.774, "eval_steps_per_second": 8.304, "step": 999 }, { "epoch": 4.0, "grad_norm": 88.94485473632812, "learning_rate": 7e-05, "loss": 0.2866, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.3771096169948578, "eval_runtime": 7.3918, "eval_samples_per_second": 507.316, "eval_steps_per_second": 7.982, "step": 1332 }, { "epoch": 5.0, "grad_norm": 53.55785369873047, "learning_rate": 7e-05, "loss": 0.1975, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8842666666666666, "eval_loss": 0.38137248158454895, "eval_runtime": 7.0283, "eval_samples_per_second": 533.559, "eval_steps_per_second": 8.395, "step": 1665 }, { "epoch": 6.0, "grad_norm": 92.73090362548828, "learning_rate": 7e-05, "loss": 0.134, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8936, "eval_loss": 0.36458346247673035, "eval_runtime": 7.4663, "eval_samples_per_second": 502.259, "eval_steps_per_second": 7.902, "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 }