| { |
| "best_metric": 0.9016, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0245/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": 101.6607666015625, |
| "learning_rate": 9.504844339512095e-05, |
| "loss": 2.647, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.772, |
| "eval_loss": 0.8004442453384399, |
| "eval_runtime": 7.8669, |
| "eval_samples_per_second": 476.679, |
| "eval_steps_per_second": 7.5, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 197.28057861328125, |
| "learning_rate": 8.117449009293668e-05, |
| "loss": 0.6238, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8597333333333333, |
| "eval_loss": 0.46096667647361755, |
| "eval_runtime": 7.6517, |
| "eval_samples_per_second": 490.085, |
| "eval_steps_per_second": 7.711, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 206.0350341796875, |
| "learning_rate": 6.112604669781572e-05, |
| "loss": 0.3809, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8802666666666666, |
| "eval_loss": 0.36226174235343933, |
| "eval_runtime": 7.7363, |
| "eval_samples_per_second": 484.727, |
| "eval_steps_per_second": 7.626, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 117.3563003540039, |
| "learning_rate": 3.887395330218429e-05, |
| "loss": 0.2822, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8946666666666667, |
| "eval_loss": 0.32895806431770325, |
| "eval_runtime": 7.6696, |
| "eval_samples_per_second": 488.94, |
| "eval_steps_per_second": 7.693, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 85.04855346679688, |
| "learning_rate": 1.8825509907063327e-05, |
| "loss": 0.2141, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8973333333333333, |
| "eval_loss": 0.32591986656188965, |
| "eval_runtime": 7.6499, |
| "eval_samples_per_second": 490.201, |
| "eval_steps_per_second": 7.712, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 104.0528793334961, |
| "learning_rate": 4.951556604879048e-06, |
| "loss": 0.1833, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.9016, |
| "eval_loss": 0.3201809227466583, |
| "eval_runtime": 7.7762, |
| "eval_samples_per_second": 482.243, |
| "eval_steps_per_second": 7.587, |
| "step": 1998 |
| } |
| ], |
| "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": 4.9058575437312e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
