File size: 4,437 Bytes
8a2337a |
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": 0.4176,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0115/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": 16.193632125854492,
"learning_rate": 0.00044477811144477816,
"loss": 3.4567,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.17466666666666666,
"eval_loss": 3.1399567127227783,
"eval_runtime": 7.2408,
"eval_samples_per_second": 517.897,
"eval_steps_per_second": 8.148,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 29.858867645263672,
"learning_rate": 0.00038922255588922256,
"loss": 2.961,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.23786666666666667,
"eval_loss": 2.823578119277954,
"eval_runtime": 7.2152,
"eval_samples_per_second": 519.738,
"eval_steps_per_second": 8.177,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 18.40850257873535,
"learning_rate": 0.00033366700033366696,
"loss": 2.7576,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.26666666666666666,
"eval_loss": 2.7216010093688965,
"eval_runtime": 7.1069,
"eval_samples_per_second": 527.66,
"eval_steps_per_second": 8.302,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 17.330432891845703,
"learning_rate": 0.00027811144477811147,
"loss": 2.5944,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.2968,
"eval_loss": 2.60909104347229,
"eval_runtime": 7.1012,
"eval_samples_per_second": 528.077,
"eval_steps_per_second": 8.308,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 13.445401191711426,
"learning_rate": 0.0002225558892225559,
"loss": 2.4144,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.32666666666666666,
"eval_loss": 2.479083299636841,
"eval_runtime": 7.7725,
"eval_samples_per_second": 482.471,
"eval_steps_per_second": 7.591,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 17.249067306518555,
"learning_rate": 0.00016700033366700035,
"loss": 2.2316,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.36133333333333334,
"eval_loss": 2.3110103607177734,
"eval_runtime": 7.1573,
"eval_samples_per_second": 523.94,
"eval_steps_per_second": 8.243,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": Infinity,
"learning_rate": 0.00011161161161161162,
"loss": 2.0531,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.37866666666666665,
"eval_loss": 2.247860908508301,
"eval_runtime": 7.1253,
"eval_samples_per_second": 526.296,
"eval_steps_per_second": 8.28,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 33.24580383300781,
"learning_rate": 5.605605605605606e-05,
"loss": 1.8771,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.4128,
"eval_loss": 2.202280282974243,
"eval_runtime": 7.4642,
"eval_samples_per_second": 502.395,
"eval_steps_per_second": 7.904,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 26.370620727539062,
"learning_rate": 5.005005005005005e-07,
"loss": 1.6849,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.4176,
"eval_loss": 2.150923490524292,
"eval_runtime": 7.6644,
"eval_samples_per_second": 489.278,
"eval_steps_per_second": 7.698,
"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
}
|