{ "best_metric": 0.8504, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0070/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": 171.94830322265625, "learning_rate": 5e-05, "loss": 3.6395, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.4928, "eval_loss": 2.9956977367401123, "eval_runtime": 13.5713, "eval_samples_per_second": 276.319, "eval_steps_per_second": 4.347, "step": 333 }, { "epoch": 2.0, "grad_norm": 129.51856994628906, "learning_rate": 5e-05, "loss": 1.6623, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7544, "eval_loss": 0.9169057011604309, "eval_runtime": 13.2249, "eval_samples_per_second": 283.556, "eval_steps_per_second": 4.461, "step": 666 }, { "epoch": 3.0, "grad_norm": 102.16647338867188, "learning_rate": 5e-05, "loss": 0.7645, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8149333333333333, "eval_loss": 0.6371418237686157, "eval_runtime": 12.9856, "eval_samples_per_second": 288.782, "eval_steps_per_second": 4.543, "step": 999 }, { "epoch": 4.0, "grad_norm": 188.4789276123047, "learning_rate": 5e-05, "loss": 0.56, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8304, "eval_loss": 0.5535508990287781, "eval_runtime": 13.2174, "eval_samples_per_second": 283.717, "eval_steps_per_second": 4.464, "step": 1332 }, { "epoch": 5.0, "grad_norm": 79.81751251220703, "learning_rate": 5e-05, "loss": 0.4461, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8504, "eval_loss": 0.4851263463497162, "eval_runtime": 12.968, "eval_samples_per_second": 289.173, "eval_steps_per_second": 4.55, "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 }