File size: 3,653 Bytes
1fb7644 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 |
{
"best_metric": 0.9576,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0703/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.161560297012329,
"learning_rate": 8.571428571428571e-05,
"loss": 0.5901,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9245333333333333,
"eval_loss": 0.2710164785385132,
"eval_runtime": 11.3929,
"eval_samples_per_second": 329.153,
"eval_steps_per_second": 5.179,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 1.8752124309539795,
"learning_rate": 7.142857142857143e-05,
"loss": 0.097,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9384,
"eval_loss": 0.2201308310031891,
"eval_runtime": 10.9696,
"eval_samples_per_second": 341.855,
"eval_steps_per_second": 5.379,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 9.798035621643066,
"learning_rate": 5.714285714285714e-05,
"loss": 0.039,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9461333333333334,
"eval_loss": 0.22353595495224,
"eval_runtime": 10.8901,
"eval_samples_per_second": 344.35,
"eval_steps_per_second": 5.418,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.03829352557659149,
"learning_rate": 4.2857142857142856e-05,
"loss": 0.0118,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9533333333333334,
"eval_loss": 0.19833391904830933,
"eval_runtime": 10.4485,
"eval_samples_per_second": 358.902,
"eval_steps_per_second": 5.647,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.010190186090767384,
"learning_rate": 2.857142857142857e-05,
"loss": 0.0051,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9562666666666667,
"eval_loss": 0.19963541626930237,
"eval_runtime": 10.3595,
"eval_samples_per_second": 361.987,
"eval_steps_per_second": 5.695,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.01567106693983078,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.0024,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9570666666666666,
"eval_loss": 0.18465691804885864,
"eval_runtime": 10.496,
"eval_samples_per_second": 357.28,
"eval_steps_per_second": 5.621,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 4.2900042900042903e-08,
"loss": 0.0015,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9576,
"eval_loss": 0.18887333571910858,
"eval_runtime": 10.7276,
"eval_samples_per_second": 349.566,
"eval_steps_per_second": 5.5,
"step": 2331
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|