{ "best_metric": 0.8901333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0887/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 115.39852905273438, "learning_rate": 8.75e-05, "loss": 2.6958, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7424, "eval_loss": 0.9329473376274109, "eval_runtime": 8.116, "eval_samples_per_second": 462.053, "eval_steps_per_second": 7.27, "step": 333 }, { "epoch": 2.0, "grad_norm": 166.97422790527344, "learning_rate": 7.500000000000001e-05, "loss": 0.6981, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8453333333333334, "eval_loss": 0.5381203293800354, "eval_runtime": 8.0083, "eval_samples_per_second": 468.264, "eval_steps_per_second": 7.367, "step": 666 }, { "epoch": 3.0, "grad_norm": 64.7828598022461, "learning_rate": 6.25e-05, "loss": 0.4118, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8608, "eval_loss": 0.4497877359390259, "eval_runtime": 8.0456, "eval_samples_per_second": 466.091, "eval_steps_per_second": 7.333, "step": 999 }, { "epoch": 4.0, "grad_norm": 108.96895599365234, "learning_rate": 5e-05, "loss": 0.276, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8757333333333334, "eval_loss": 0.4111157953739166, "eval_runtime": 9.394, "eval_samples_per_second": 399.192, "eval_steps_per_second": 6.281, "step": 1332 }, { "epoch": 5.0, "grad_norm": 101.89673614501953, "learning_rate": 3.7500000000000003e-05, "loss": 0.1943, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.392296701669693, "eval_runtime": 8.0356, "eval_samples_per_second": 466.671, "eval_steps_per_second": 7.342, "step": 1665 }, { "epoch": 6.0, "grad_norm": 80.19306945800781, "learning_rate": 2.5e-05, "loss": 0.1483, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8882666666666666, "eval_loss": 0.38535526394844055, "eval_runtime": 7.8902, "eval_samples_per_second": 475.274, "eval_steps_per_second": 7.478, "step": 1998 }, { "epoch": 7.0, "grad_norm": 192.78701782226562, "learning_rate": 1.25e-05, "loss": 0.1195, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8901333333333333, "eval_loss": 0.37588655948638916, "eval_runtime": 8.0691, "eval_samples_per_second": 464.734, "eval_steps_per_second": 7.312, "step": 2331 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 5.7235004676864e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }