{ "best_metric": 0.7906666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0104/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 149.39297485351562, "learning_rate": 2.9095389311788626e-05, "loss": 3.8699, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.29413333333333336, "eval_loss": 3.8035221099853516, "eval_runtime": 5.689, "eval_samples_per_second": 659.165, "eval_steps_per_second": 10.371, "step": 333 }, { "epoch": 2.0, "grad_norm": 77.50113677978516, "learning_rate": 2.649066664678467e-05, "loss": 3.3249, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5298666666666667, "eval_loss": 2.7163941860198975, "eval_runtime": 5.4906, "eval_samples_per_second": 682.983, "eval_steps_per_second": 10.746, "step": 666 }, { "epoch": 3.0, "grad_norm": 108.15937042236328, "learning_rate": 2.25e-05, "loss": 1.892, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.6733333333333333, "eval_loss": 1.356057047843933, "eval_runtime": 5.5759, "eval_samples_per_second": 672.536, "eval_steps_per_second": 10.581, "step": 999 }, { "epoch": 4.0, "grad_norm": 156.11643981933594, "learning_rate": 1.760472266500396e-05, "loss": 1.2142, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7466666666666667, "eval_loss": 0.9784178137779236, "eval_runtime": 5.5789, "eval_samples_per_second": 672.18, "eval_steps_per_second": 10.576, "step": 1332 }, { "epoch": 5.0, "grad_norm": 223.24295043945312, "learning_rate": 1.2395277334996045e-05, "loss": 0.9663, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.7589333333333333, "eval_loss": 0.8321682214736938, "eval_runtime": 5.5234, "eval_samples_per_second": 678.931, "eval_steps_per_second": 10.682, "step": 1665 }, { "epoch": 6.0, "grad_norm": 222.62301635742188, "learning_rate": 7.500000000000004e-06, "loss": 0.8553, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.7792, "eval_loss": 0.7678864598274231, "eval_runtime": 5.5106, "eval_samples_per_second": 680.503, "eval_steps_per_second": 10.707, "step": 1998 }, { "epoch": 7.0, "grad_norm": 120.20071411132812, "learning_rate": 3.5093333532153316e-06, "loss": 0.8077, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.7818666666666667, "eval_loss": 0.7423941493034363, "eval_runtime": 5.5079, "eval_samples_per_second": 680.838, "eval_steps_per_second": 10.712, "step": 2331 }, { "epoch": 8.0, "grad_norm": 166.0465850830078, "learning_rate": 9.046106882113753e-07, "loss": 0.7842, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.7906666666666666, "eval_loss": 0.71159428358078, "eval_runtime": 5.461, "eval_samples_per_second": 686.684, "eval_steps_per_second": 10.804, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }