| { |
| "best_metric": 0.8429333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0474/checkpoints/checkpoint-1665", |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 1665, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 71.62551879882812, |
| "learning_rate": 4.522542485937369e-05, |
| "loss": 3.6957, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5314666666666666, |
| "eval_loss": 3.1336379051208496, |
| "eval_runtime": 7.2772, |
| "eval_samples_per_second": 515.306, |
| "eval_steps_per_second": 8.107, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 72.27831268310547, |
| "learning_rate": 3.272542485937369e-05, |
| "loss": 1.8729, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7570666666666667, |
| "eval_loss": 0.9842764139175415, |
| "eval_runtime": 7.351, |
| "eval_samples_per_second": 510.132, |
| "eval_steps_per_second": 8.026, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 330.38897705078125, |
| "learning_rate": 1.7274575140626318e-05, |
| "loss": 0.805, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8176, |
| "eval_loss": 0.6920135617256165, |
| "eval_runtime": 7.2664, |
| "eval_samples_per_second": 516.074, |
| "eval_steps_per_second": 8.12, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 113.3585433959961, |
| "learning_rate": 4.7745751406263165e-06, |
| "loss": 0.5968, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8288, |
| "eval_loss": 0.5907721519470215, |
| "eval_runtime": 8.0149, |
| "eval_samples_per_second": 467.876, |
| "eval_steps_per_second": 7.361, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 207.1141815185547, |
| "learning_rate": 0.0, |
| "loss": 0.5553, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8429333333333333, |
| "eval_loss": 0.5761522650718689, |
| "eval_runtime": 7.6962, |
| "eval_samples_per_second": 487.252, |
| "eval_steps_per_second": 7.666, |
| "step": 1665 |
| } |
| ], |
| "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": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|