File size: 4,451 Bytes
8bef640 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 |
{
"best_metric": 0.9445333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0416/checkpoints/checkpoint-2997",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2997,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 13.102588653564453,
"learning_rate": 9.698463103929542e-05,
"loss": 0.6059,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.908,
"eval_loss": 0.3004409074783325,
"eval_runtime": 6.0886,
"eval_samples_per_second": 615.9,
"eval_steps_per_second": 9.69,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 16.62833595275879,
"learning_rate": 8.83022221559489e-05,
"loss": 0.1328,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9216,
"eval_loss": 0.24976040422916412,
"eval_runtime": 5.3793,
"eval_samples_per_second": 697.119,
"eval_steps_per_second": 10.968,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.008633903227746487,
"learning_rate": 7.500000000000001e-05,
"loss": 0.0598,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9274666666666667,
"eval_loss": 0.25252193212509155,
"eval_runtime": 5.4728,
"eval_samples_per_second": 685.202,
"eval_steps_per_second": 10.781,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.045309118926525116,
"learning_rate": 5.868240888334653e-05,
"loss": 0.0262,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9338666666666666,
"eval_loss": 0.24994061887264252,
"eval_runtime": 6.135,
"eval_samples_per_second": 611.245,
"eval_steps_per_second": 9.617,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.03200969845056534,
"learning_rate": 4.131759111665349e-05,
"loss": 0.0113,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9373333333333334,
"eval_loss": 0.24572905898094177,
"eval_runtime": 5.9252,
"eval_samples_per_second": 632.894,
"eval_steps_per_second": 9.958,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.013315425254404545,
"learning_rate": 2.500000000000001e-05,
"loss": 0.0025,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.944,
"eval_loss": 0.24011430144309998,
"eval_runtime": 5.2433,
"eval_samples_per_second": 715.195,
"eval_steps_per_second": 11.252,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 1.1731488851999511e-05,
"loss": 0.0015,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.944,
"eval_loss": 0.2434437870979309,
"eval_runtime": 5.2703,
"eval_samples_per_second": 711.538,
"eval_steps_per_second": 11.195,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.014546016231179237,
"learning_rate": 3.033320830114261e-06,
"loss": 0.001,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9442666666666667,
"eval_loss": 0.2447790652513504,
"eval_runtime": 5.9913,
"eval_samples_per_second": 625.909,
"eval_steps_per_second": 9.848,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 0.16623549163341522,
"learning_rate": 2.7470478758395702e-11,
"loss": 0.001,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.9445333333333333,
"eval_loss": 0.24500960111618042,
"eval_runtime": 5.327,
"eval_samples_per_second": 703.962,
"eval_steps_per_second": 11.076,
"step": 2997
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.482671885603328e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|