File size: 4,048 Bytes
758d828 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 |
{
"best_metric": 0.9269333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0987/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": Infinity,
"learning_rate": 4.447781114447781e-05,
"loss": 0.837,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8648,
"eval_loss": 0.4471435248851776,
"eval_runtime": 13.1033,
"eval_samples_per_second": 286.187,
"eval_steps_per_second": 4.503,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 223.89096069335938,
"learning_rate": 3.892225558892226e-05,
"loss": 0.2249,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8834666666666666,
"eval_loss": 0.3977927267551422,
"eval_runtime": 13.0512,
"eval_samples_per_second": 287.331,
"eval_steps_per_second": 4.521,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 3.3943936824798584,
"learning_rate": 3.33667000333667e-05,
"loss": 0.1076,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8922666666666667,
"eval_loss": 0.3943991959095001,
"eval_runtime": 12.9213,
"eval_samples_per_second": 290.219,
"eval_steps_per_second": 4.566,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.21548227965831757,
"learning_rate": 2.7811144477811146e-05,
"loss": 0.0672,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.896,
"eval_loss": 0.3870258033275604,
"eval_runtime": 12.5327,
"eval_samples_per_second": 299.218,
"eval_steps_per_second": 4.708,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 1.4656703472137451,
"learning_rate": 2.225558892225559e-05,
"loss": 0.0343,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9101333333333333,
"eval_loss": 0.34990161657333374,
"eval_runtime": 12.8812,
"eval_samples_per_second": 291.123,
"eval_steps_per_second": 4.58,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.11994336545467377,
"learning_rate": 1.6700033366700034e-05,
"loss": 0.015,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9168,
"eval_loss": 0.35074537992477417,
"eval_runtime": 12.1522,
"eval_samples_per_second": 308.586,
"eval_steps_per_second": 4.855,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.1286989152431488,
"learning_rate": 1.1144477811144478e-05,
"loss": 0.0072,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.924,
"eval_loss": 0.3319821059703827,
"eval_runtime": 13.0817,
"eval_samples_per_second": 286.659,
"eval_steps_per_second": 4.51,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.0018328744918107986,
"learning_rate": 5.5889222555889224e-06,
"loss": 0.003,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9269333333333334,
"eval_loss": 0.33426710963249207,
"eval_runtime": 13.0315,
"eval_samples_per_second": 287.765,
"eval_steps_per_second": 4.527,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|