| { | |
| "best_metric": 0.9082666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0342/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": 25.5684871673584, | |
| "learning_rate": 0.00046650635094610973, | |
| "loss": 1.3844, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8293333333333334, | |
| "eval_loss": 0.5484716296195984, | |
| "eval_runtime": 15.5006, | |
| "eval_samples_per_second": 241.926, | |
| "eval_steps_per_second": 3.806, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 24.57478904724121, | |
| "learning_rate": 0.000375, | |
| "loss": 0.4684, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8786666666666667, | |
| "eval_loss": 0.4272158145904541, | |
| "eval_runtime": 15.3858, | |
| "eval_samples_per_second": 243.732, | |
| "eval_steps_per_second": 3.835, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 27.24774932861328, | |
| "learning_rate": 0.00025, | |
| "loss": 0.2688, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8898666666666667, | |
| "eval_loss": 0.3917619287967682, | |
| "eval_runtime": 14.8582, | |
| "eval_samples_per_second": 252.386, | |
| "eval_steps_per_second": 3.971, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 22.70435905456543, | |
| "learning_rate": 0.00012500000000000006, | |
| "loss": 0.153, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9010666666666667, | |
| "eval_loss": 0.370476096868515, | |
| "eval_runtime": 15.3001, | |
| "eval_samples_per_second": 245.097, | |
| "eval_steps_per_second": 3.856, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 35.75576400756836, | |
| "learning_rate": 3.3493649053890325e-05, | |
| "loss": 0.0937, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9074666666666666, | |
| "eval_loss": 0.3621516227722168, | |
| "eval_runtime": 15.3605, | |
| "eval_samples_per_second": 244.133, | |
| "eval_steps_per_second": 3.841, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 39.66212844848633, | |
| "learning_rate": 0.0, | |
| "loss": 0.0703, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9082666666666667, | |
| "eval_loss": 0.3443763852119446, | |
| "eval_runtime": 15.2389, | |
| "eval_samples_per_second": 246.08, | |
| "eval_steps_per_second": 3.872, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |