File size: 4,049 Bytes
cdbecf9 |
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 |
{
"best_metric": 0.39013333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0334/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 8.887028694152832,
"learning_rate": 0.00048519088401615274,
"loss": 3.4149,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.1632,
"eval_loss": 3.1415278911590576,
"eval_runtime": 5.7166,
"eval_samples_per_second": 655.982,
"eval_steps_per_second": 10.321,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 14.675899505615234,
"learning_rate": 0.0004420155125428249,
"loss": 2.937,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2,
"eval_loss": 2.956073522567749,
"eval_runtime": 4.3247,
"eval_samples_per_second": 867.103,
"eval_steps_per_second": 13.642,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 17.429214477539062,
"learning_rate": 0.00037568023640968044,
"loss": 2.7838,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.26666666666666666,
"eval_loss": 2.721165895462036,
"eval_runtime": 5.3207,
"eval_samples_per_second": 704.79,
"eval_steps_per_second": 11.089,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 23.968387603759766,
"learning_rate": 0.00029418606892278544,
"loss": 2.6061,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.2906666666666667,
"eval_loss": 2.6183831691741943,
"eval_runtime": 4.4548,
"eval_samples_per_second": 841.782,
"eval_steps_per_second": 13.244,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 20.9128360748291,
"learning_rate": 0.0002073624094068776,
"loss": 2.4571,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.3056,
"eval_loss": 2.5570132732391357,
"eval_runtime": 4.298,
"eval_samples_per_second": 872.498,
"eval_steps_per_second": 13.727,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 22.9094181060791,
"learning_rate": 0.00012568147258031897,
"loss": 2.2876,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.34613333333333335,
"eval_loss": 2.3947432041168213,
"eval_runtime": 4.5082,
"eval_samples_per_second": 831.824,
"eval_steps_per_second": 13.087,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": Infinity,
"learning_rate": 5.9164370142409884e-05,
"loss": 2.1005,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.36746666666666666,
"eval_loss": 2.29590106010437,
"eval_runtime": 4.2973,
"eval_samples_per_second": 872.631,
"eval_steps_per_second": 13.729,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 19.19093132019043,
"learning_rate": 1.5437430032376602e-05,
"loss": 1.925,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.39013333333333333,
"eval_loss": 2.260072708129883,
"eval_runtime": 4.3814,
"eval_samples_per_second": 855.899,
"eval_steps_per_second": 13.466,
"step": 2664
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|