File size: 3,666 Bytes
3829043 |
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": 0.44053333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0239/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": 19.988658905029297,
"learning_rate": 0.0002575289575289575,
"loss": 3.4194,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.20106666666666667,
"eval_loss": 3.0035719871520996,
"eval_runtime": 13.3949,
"eval_samples_per_second": 279.957,
"eval_steps_per_second": 4.405,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 28.69977569580078,
"learning_rate": 0.00021467181467181467,
"loss": 2.8422,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.25626666666666664,
"eval_loss": 2.7517385482788086,
"eval_runtime": 13.3814,
"eval_samples_per_second": 280.239,
"eval_steps_per_second": 4.409,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 21.09208106994629,
"learning_rate": 0.0001718146718146718,
"loss": 2.5485,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.3312,
"eval_loss": 2.478869676589966,
"eval_runtime": 13.1293,
"eval_samples_per_second": 285.622,
"eval_steps_per_second": 4.494,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 35.67688751220703,
"learning_rate": 0.00012895752895752895,
"loss": 2.2754,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.3456,
"eval_loss": 2.3722901344299316,
"eval_runtime": 13.4414,
"eval_samples_per_second": 278.989,
"eval_steps_per_second": 4.389,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 27.166015625,
"learning_rate": 8.61003861003861e-05,
"loss": 2.0611,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.40053333333333335,
"eval_loss": 2.1474244594573975,
"eval_runtime": 13.362,
"eval_samples_per_second": 280.647,
"eval_steps_per_second": 4.416,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 32.45797348022461,
"learning_rate": 4.324324324324324e-05,
"loss": 1.8199,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.4226666666666667,
"eval_loss": 2.0862293243408203,
"eval_runtime": 13.6206,
"eval_samples_per_second": 275.317,
"eval_steps_per_second": 4.332,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 37.14344024658203,
"learning_rate": 3.861003861003861e-07,
"loss": 1.5751,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.44053333333333333,
"eval_loss": 2.0469608306884766,
"eval_runtime": 13.4826,
"eval_samples_per_second": 278.137,
"eval_steps_per_second": 4.376,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|