File size: 2,364 Bytes
d5c5a55 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
{
"best_metric": 0.8552,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0855/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": 139.37509155273438,
"learning_rate": 7e-05,
"loss": 3.3077,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6354666666666666,
"eval_loss": 1.665514349937439,
"eval_runtime": 7.5046,
"eval_samples_per_second": 499.696,
"eval_steps_per_second": 7.862,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 602.5709228515625,
"learning_rate": 7e-05,
"loss": 1.0728,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8,
"eval_loss": 0.6992009282112122,
"eval_runtime": 7.6052,
"eval_samples_per_second": 493.082,
"eval_steps_per_second": 7.758,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 46.2913932800293,
"learning_rate": 7e-05,
"loss": 0.6245,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8312,
"eval_loss": 0.548198401927948,
"eval_runtime": 7.4769,
"eval_samples_per_second": 501.544,
"eval_steps_per_second": 7.891,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 102.23623657226562,
"learning_rate": 7e-05,
"loss": 0.4586,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8552,
"eval_loss": 0.46330058574676514,
"eval_runtime": 11.0104,
"eval_samples_per_second": 340.588,
"eval_steps_per_second": 5.359,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|