File size: 2,065 Bytes
d37c4dc |
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 |
{
"best_metric": 0.7581333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0386/checkpoints/checkpoint-999",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 999,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 80.84972381591797,
"learning_rate": 4.267766952966369e-05,
"loss": 3.6592,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.49173333333333336,
"eval_loss": 3.1507740020751953,
"eval_runtime": 5.595,
"eval_samples_per_second": 670.245,
"eval_steps_per_second": 10.545,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 111.78571319580078,
"learning_rate": 2.5e-05,
"loss": 2.0897,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.6941333333333334,
"eval_loss": 1.3331729173660278,
"eval_runtime": 7.3606,
"eval_samples_per_second": 509.468,
"eval_steps_per_second": 8.016,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 194.47325134277344,
"learning_rate": 7.3223304703363135e-06,
"loss": 1.2055,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7581333333333333,
"eval_loss": 1.039676547050476,
"eval_runtime": 5.5269,
"eval_samples_per_second": 678.502,
"eval_steps_per_second": 10.675,
"step": 999
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 2.4529287718656e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|