| { |
| "best_metric": 0.8669333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0591/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": 63.398006439208984, |
| "learning_rate": 4.8096988312782174e-05, |
| "loss": 3.6444, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5576, |
| "eval_loss": 2.9893767833709717, |
| "eval_runtime": 14.5122, |
| "eval_samples_per_second": 258.404, |
| "eval_steps_per_second": 4.066, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 109.2890853881836, |
| "learning_rate": 4.267766952966369e-05, |
| "loss": 1.6146, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7848, |
| "eval_loss": 0.8186774849891663, |
| "eval_runtime": 14.5398, |
| "eval_samples_per_second": 257.912, |
| "eval_steps_per_second": 4.058, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 203.0039520263672, |
| "learning_rate": 3.456708580912725e-05, |
| "loss": 0.7183, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8352, |
| "eval_loss": 0.5765037536621094, |
| "eval_runtime": 14.5554, |
| "eval_samples_per_second": 257.637, |
| "eval_steps_per_second": 4.053, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 88.63082885742188, |
| "learning_rate": 2.5e-05, |
| "loss": 0.5256, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8514666666666667, |
| "eval_loss": 0.5064903497695923, |
| "eval_runtime": 14.611, |
| "eval_samples_per_second": 256.656, |
| "eval_steps_per_second": 4.038, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 273.61041259765625, |
| "learning_rate": 1.5432914190872757e-05, |
| "loss": 0.4519, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8613333333333333, |
| "eval_loss": 0.46706700325012207, |
| "eval_runtime": 14.5785, |
| "eval_samples_per_second": 257.229, |
| "eval_steps_per_second": 4.047, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 140.36773681640625, |
| "learning_rate": 7.3223304703363135e-06, |
| "loss": 0.406, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8573333333333333, |
| "eval_loss": 0.46818822622299194, |
| "eval_runtime": 14.5549, |
| "eval_samples_per_second": 257.645, |
| "eval_steps_per_second": 4.054, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 90.49237823486328, |
| "learning_rate": 1.9030116872178316e-06, |
| "loss": 0.3739, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8669333333333333, |
| "eval_loss": 0.4470809996128082, |
| "eval_runtime": 14.5256, |
| "eval_samples_per_second": 258.165, |
| "eval_steps_per_second": 4.062, |
| "step": 2331 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2664, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 8, |
| "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 |
| } |
|
|