{ "best_metric": 0.7546666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0366/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": 99.27471923828125, "learning_rate": 2.8514533018536286e-05, "loss": 3.8484, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.3181333333333333, "eval_loss": 3.7167303562164307, "eval_runtime": 13.7792, "eval_samples_per_second": 272.15, "eval_steps_per_second": 4.282, "step": 333 }, { "epoch": 2.0, "grad_norm": 80.9676284790039, "learning_rate": 2.4352347027881003e-05, "loss": 3.2926, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.52, "eval_loss": 2.72161602973938, "eval_runtime": 13.1053, "eval_samples_per_second": 286.144, "eval_steps_per_second": 4.502, "step": 666 }, { "epoch": 3.0, "grad_norm": 84.51323699951172, "learning_rate": 1.8337814009344716e-05, "loss": 2.0957, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.6528, "eval_loss": 1.6279293298721313, "eval_runtime": 12.9792, "eval_samples_per_second": 288.924, "eval_steps_per_second": 4.546, "step": 999 }, { "epoch": 4.0, "grad_norm": 245.26829528808594, "learning_rate": 1.1662185990655285e-05, "loss": 1.443, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7213333333333334, "eval_loss": 1.2210882902145386, "eval_runtime": 12.9537, "eval_samples_per_second": 289.493, "eval_steps_per_second": 4.555, "step": 1332 }, { "epoch": 5.0, "grad_norm": 173.25588989257812, "learning_rate": 5.647652972118998e-06, "loss": 1.2006, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.748, "eval_loss": 1.1186244487762451, "eval_runtime": 12.9151, "eval_samples_per_second": 290.358, "eval_steps_per_second": 4.568, "step": 1665 }, { "epoch": 6.0, "grad_norm": 109.20288848876953, "learning_rate": 1.4854669814637145e-06, "loss": 1.0904, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.7546666666666667, "eval_loss": 1.0557732582092285, "eval_runtime": 13.3488, "eval_samples_per_second": 280.923, "eval_steps_per_second": 4.42, "step": 1998 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }