File size: 3,691 Bytes
00e24b6 |
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": 0.9258666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0122/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": 4.683515548706055,
"learning_rate": 4.8108254489432715e-05,
"loss": 0.7463,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8792,
"eval_loss": 0.39707738161087036,
"eval_runtime": 6.3868,
"eval_samples_per_second": 587.15,
"eval_steps_per_second": 9.238,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.03202857822179794,
"learning_rate": 4.2698504093359784e-05,
"loss": 0.1943,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8978666666666667,
"eval_loss": 0.3433379530906677,
"eval_runtime": 6.1788,
"eval_samples_per_second": 606.917,
"eval_steps_per_second": 9.549,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.12075181305408478,
"learning_rate": 3.459431688641196e-05,
"loss": 0.0856,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9018666666666667,
"eval_loss": 0.3407345414161682,
"eval_runtime": 7.4396,
"eval_samples_per_second": 504.059,
"eval_steps_per_second": 7.931,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.02465425804257393,
"learning_rate": 2.5029481906207065e-05,
"loss": 0.0398,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9098666666666667,
"eval_loss": 0.345005065202713,
"eval_runtime": 6.3317,
"eval_samples_per_second": 592.254,
"eval_steps_per_second": 9.318,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.002609114395454526,
"learning_rate": 1.5460158573036288e-05,
"loss": 0.0174,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9202666666666667,
"eval_loss": 0.32711267471313477,
"eval_runtime": 6.3133,
"eval_samples_per_second": 593.986,
"eval_steps_per_second": 9.345,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0001535084447823465,
"learning_rate": 7.343189618242854e-06,
"loss": 0.0029,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9250666666666667,
"eval_loss": 0.31554797291755676,
"eval_runtime": 6.2346,
"eval_samples_per_second": 601.482,
"eval_steps_per_second": 9.463,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.10261183232069016,
"learning_rate": 1.91430998468726e-06,
"loss": 0.0004,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9258666666666666,
"eval_loss": 0.31075194478034973,
"eval_runtime": 6.3032,
"eval_samples_per_second": 594.932,
"eval_steps_per_second": 9.36,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|