| { |
| "best_metric": 0.9034666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0050/checkpoints/checkpoint-1332", |
| "epoch": 4.0, |
| "eval_steps": 500, |
| "global_step": 1332, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 93.908447265625, |
| "learning_rate": 0.0002713525491562421, |
| "loss": 1.4529, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.824, |
| "eval_loss": 0.5294801592826843, |
| "eval_runtime": 12.7894, |
| "eval_samples_per_second": 293.213, |
| "eval_steps_per_second": 4.613, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 47.77779769897461, |
| "learning_rate": 0.0001963525491562421, |
| "loss": 0.3878, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8741333333333333, |
| "eval_loss": 0.41389527916908264, |
| "eval_runtime": 12.7596, |
| "eval_samples_per_second": 293.896, |
| "eval_steps_per_second": 4.624, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 44.681732177734375, |
| "learning_rate": 0.0001036474508437579, |
| "loss": 0.2158, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8978666666666667, |
| "eval_loss": 0.32713618874549866, |
| "eval_runtime": 12.9015, |
| "eval_samples_per_second": 290.665, |
| "eval_steps_per_second": 4.573, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 33.3585090637207, |
| "learning_rate": 2.8647450843757897e-05, |
| "loss": 0.1244, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9034666666666666, |
| "eval_loss": 0.3224394619464874, |
| "eval_runtime": 12.6828, |
| "eval_samples_per_second": 295.676, |
| "eval_steps_per_second": 4.652, |
| "step": 1332 |
| } |
| ], |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
