| { |
| "best_metric": 0.8674666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0592/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": 95.26696014404297, |
| "learning_rate": 4.849231551964771e-05, |
| "loss": 3.6477, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5056, |
| "eval_loss": 2.936440944671631, |
| "eval_runtime": 13.0219, |
| "eval_samples_per_second": 287.977, |
| "eval_steps_per_second": 4.531, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 83.31976318359375, |
| "learning_rate": 4.415111107797445e-05, |
| "loss": 1.713, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7541333333333333, |
| "eval_loss": 0.9426048994064331, |
| "eval_runtime": 12.9917, |
| "eval_samples_per_second": 288.646, |
| "eval_steps_per_second": 4.541, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 152.92611694335938, |
| "learning_rate": 3.7500000000000003e-05, |
| "loss": 0.7748, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8152, |
| "eval_loss": 0.623187780380249, |
| "eval_runtime": 13.0436, |
| "eval_samples_per_second": 287.498, |
| "eval_steps_per_second": 4.523, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 145.85153198242188, |
| "learning_rate": 2.9341204441673266e-05, |
| "loss": 0.5818, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8432, |
| "eval_loss": 0.512504518032074, |
| "eval_runtime": 13.1999, |
| "eval_samples_per_second": 284.093, |
| "eval_steps_per_second": 4.47, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 76.13021850585938, |
| "learning_rate": 2.0658795558326743e-05, |
| "loss": 0.4895, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8536, |
| "eval_loss": 0.4737875759601593, |
| "eval_runtime": 12.9268, |
| "eval_samples_per_second": 290.095, |
| "eval_steps_per_second": 4.564, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 191.00933837890625, |
| "learning_rate": 1.2500000000000006e-05, |
| "loss": 0.4341, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8618666666666667, |
| "eval_loss": 0.4479192793369293, |
| "eval_runtime": 13.1291, |
| "eval_samples_per_second": 285.626, |
| "eval_steps_per_second": 4.494, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 62.442134857177734, |
| "learning_rate": 5.848888922025553e-06, |
| "loss": 0.3999, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8674666666666667, |
| "eval_loss": 0.4456882178783417, |
| "eval_runtime": 13.0378, |
| "eval_samples_per_second": 287.625, |
| "eval_steps_per_second": 4.525, |
| "step": 2331 |
| } |
| ], |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|