File size: 2,824 Bytes
faabb8f |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 |
{
"best_metric": 0.8634666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0998/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": 79.78257751464844,
"learning_rate": 8.140576474687264e-05,
"loss": 2.9317,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7008,
"eval_loss": 1.2555989027023315,
"eval_runtime": 7.7041,
"eval_samples_per_second": 486.754,
"eval_steps_per_second": 7.658,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 117.36102294921875,
"learning_rate": 5.890576474687264e-05,
"loss": 0.8297,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8429333333333333,
"eval_loss": 0.5707444548606873,
"eval_runtime": 7.8279,
"eval_samples_per_second": 479.053,
"eval_steps_per_second": 7.537,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 140.2103271484375,
"learning_rate": 3.1094235253127374e-05,
"loss": 0.5195,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.856,
"eval_loss": 0.4852633476257324,
"eval_runtime": 7.4387,
"eval_samples_per_second": 504.12,
"eval_steps_per_second": 7.931,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 85.63063049316406,
"learning_rate": 8.59423525312737e-06,
"loss": 0.4267,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8632,
"eval_loss": 0.4693203270435333,
"eval_runtime": 7.415,
"eval_samples_per_second": 505.734,
"eval_steps_per_second": 7.957,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 122.87202453613281,
"learning_rate": 0.0,
"loss": 0.3822,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8634666666666667,
"eval_loss": 0.4681846797466278,
"eval_runtime": 7.8264,
"eval_samples_per_second": 479.146,
"eval_steps_per_second": 7.539,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|