{ "best_metric": 0.8368, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0802/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": 188.6533203125, "learning_rate": 3e-05, "loss": 3.8475, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.29973333333333335, "eval_loss": 3.7053184509277344, "eval_runtime": 8.6972, "eval_samples_per_second": 431.171, "eval_steps_per_second": 6.784, "step": 333 }, { "epoch": 2.0, "grad_norm": 292.2791442871094, "learning_rate": 3e-05, "loss": 3.1137, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5490666666666667, "eval_loss": 2.203028678894043, "eval_runtime": 8.8121, "eval_samples_per_second": 425.554, "eval_steps_per_second": 6.695, "step": 666 }, { "epoch": 3.0, "grad_norm": 174.6547088623047, "learning_rate": 3e-05, "loss": 1.6225, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7152, "eval_loss": 1.1442999839782715, "eval_runtime": 8.3914, "eval_samples_per_second": 446.886, "eval_steps_per_second": 7.031, "step": 999 }, { "epoch": 4.0, "grad_norm": 191.1522979736328, "learning_rate": 3e-05, "loss": 1.0003, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7682666666666667, "eval_loss": 0.8166203498840332, "eval_runtime": 8.4213, "eval_samples_per_second": 445.302, "eval_steps_per_second": 7.006, "step": 1332 }, { "epoch": 5.0, "grad_norm": 127.65345764160156, "learning_rate": 3e-05, "loss": 0.7538, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8013333333333333, "eval_loss": 0.6535776257514954, "eval_runtime": 8.5035, "eval_samples_per_second": 440.996, "eval_steps_per_second": 6.938, "step": 1665 }, { "epoch": 6.0, "grad_norm": 77.17083740234375, "learning_rate": 3e-05, "loss": 0.6167, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8176, "eval_loss": 0.5795504450798035, "eval_runtime": 8.4666, "eval_samples_per_second": 442.918, "eval_steps_per_second": 6.969, "step": 1998 }, { "epoch": 7.0, "grad_norm": 168.13217163085938, "learning_rate": 3e-05, "loss": 0.5298, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8368, "eval_loss": 0.5250616073608398, "eval_runtime": 8.3556, "eval_samples_per_second": 448.803, "eval_steps_per_second": 7.061, "step": 2331 } ], "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": true }, "attributes": {} } }, "total_flos": 5.7235004676864e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }