| { | |
| "best_metric": 0.8952, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0871/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": 48.83985137939453, | |
| "learning_rate": 8.657457896300791e-05, | |
| "loss": 3.0002, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7021333333333334, | |
| "eval_loss": 1.1938588619232178, | |
| "eval_runtime": 8.6456, | |
| "eval_samples_per_second": 433.744, | |
| "eval_steps_per_second": 6.824, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 91.97008514404297, | |
| "learning_rate": 7.681980515339464e-05, | |
| "loss": 0.8485, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8325333333333333, | |
| "eval_loss": 0.5834760665893555, | |
| "eval_runtime": 8.5359, | |
| "eval_samples_per_second": 439.321, | |
| "eval_steps_per_second": 6.912, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 59.9212646484375, | |
| "learning_rate": 6.222075445642905e-05, | |
| "loss": 0.5416, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8653333333333333, | |
| "eval_loss": 0.46234649419784546, | |
| "eval_runtime": 8.5654, | |
| "eval_samples_per_second": 437.807, | |
| "eval_steps_per_second": 6.888, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 59.071533203125, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4049, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8794666666666666, | |
| "eval_loss": 0.3928946256637573, | |
| "eval_runtime": 8.5769, | |
| "eval_samples_per_second": 437.22, | |
| "eval_steps_per_second": 6.879, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 62.109683990478516, | |
| "learning_rate": 2.7779245543570963e-05, | |
| "loss": 0.3411, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8952, | |
| "eval_loss": 0.3619924485683441, | |
| "eval_runtime": 8.589, | |
| "eval_samples_per_second": 436.603, | |
| "eval_steps_per_second": 6.869, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |