| { |
| "best_metric": 0.8938666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0910/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": 42.81209945678711, |
| "learning_rate": 0.00047524221697560476, |
| "loss": 1.4277, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7997333333333333, |
| "eval_loss": 0.6495241522789001, |
| "eval_runtime": 8.9471, |
| "eval_samples_per_second": 419.13, |
| "eval_steps_per_second": 6.594, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 24.255611419677734, |
| "learning_rate": 0.0004058724504646834, |
| "loss": 0.5047, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8402666666666667, |
| "eval_loss": 0.5621682405471802, |
| "eval_runtime": 8.9726, |
| "eval_samples_per_second": 417.938, |
| "eval_steps_per_second": 6.576, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 24.184978485107422, |
| "learning_rate": 0.0003056302334890786, |
| "loss": 0.3118, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8661333333333333, |
| "eval_loss": 0.4734591841697693, |
| "eval_runtime": 8.9868, |
| "eval_samples_per_second": 417.277, |
| "eval_steps_per_second": 6.565, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 17.693025588989258, |
| "learning_rate": 0.00019436976651092142, |
| "loss": 0.2004, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8938666666666667, |
| "eval_loss": 0.3951874375343323, |
| "eval_runtime": 9.004, |
| "eval_samples_per_second": 416.481, |
| "eval_steps_per_second": 6.553, |
| "step": 1332 |
| } |
| ], |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|