File size: 4,430 Bytes
b60134c |
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": 0.9162666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0731/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": 8.223931312561035,
"learning_rate": 8.728616793536588e-05,
"loss": 1.4472,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7933333333333333,
"eval_loss": 0.7200683355331421,
"eval_runtime": 6.8407,
"eval_samples_per_second": 548.187,
"eval_steps_per_second": 8.625,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": Infinity,
"learning_rate": 7.95023019690139e-05,
"loss": 0.4753,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8488,
"eval_loss": 0.5139306783676147,
"eval_runtime": 6.838,
"eval_samples_per_second": 548.405,
"eval_steps_per_second": 8.628,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 2.929837465286255,
"learning_rate": 6.75408389678355e-05,
"loss": 0.2738,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.876,
"eval_loss": 0.4120531678199768,
"eval_runtime": 7.1115,
"eval_samples_per_second": 527.317,
"eval_steps_per_second": 8.296,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.12394455820322037,
"learning_rate": 5.286061811978304e-05,
"loss": 0.154,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8832,
"eval_loss": 0.39220938086509705,
"eval_runtime": 6.8012,
"eval_samples_per_second": 551.376,
"eval_steps_per_second": 8.675,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.23897947371006012,
"learning_rate": 3.723229071611673e-05,
"loss": 0.0775,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9026666666666666,
"eval_loss": 0.363088995218277,
"eval_runtime": 6.8414,
"eval_samples_per_second": 548.136,
"eval_steps_per_second": 8.624,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.04011377692222595,
"learning_rate": 2.2540863691266368e-05,
"loss": 0.0356,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8965333333333333,
"eval_loss": 0.38601166009902954,
"eval_runtime": 7.5502,
"eval_samples_per_second": 496.674,
"eval_steps_per_second": 7.814,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.8657380938529968,
"learning_rate": 1.055833996679956e-05,
"loss": 0.0136,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9088,
"eval_loss": 0.35430845618247986,
"eval_runtime": 6.8544,
"eval_samples_per_second": 547.097,
"eval_steps_per_second": 8.608,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.06902644038200378,
"learning_rate": 2.7299887471028354e-06,
"loss": 0.0063,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9136,
"eval_loss": 0.3435041010379791,
"eval_runtime": 7.9235,
"eval_samples_per_second": 473.274,
"eval_steps_per_second": 7.446,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 0.15000472962856293,
"learning_rate": 2.472343088255613e-11,
"loss": 0.0044,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.9162666666666667,
"eval_loss": 0.33700811862945557,
"eval_runtime": 6.7734,
"eval_samples_per_second": 553.637,
"eval_steps_per_second": 8.711,
"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
}
|