File size: 3,920 Bytes
fff2d54 |
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 |
{
"best_metric": 0.9196428571428571,
"best_model_checkpoint": "swinv2-tiny-patch4-window8-256-Lego-v2-3ep/checkpoint-147",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 147,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.20408163265306123,
"grad_norm": 4.521535396575928,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.7556,
"step": 10
},
{
"epoch": 0.40816326530612246,
"grad_norm": 7.520199775695801,
"learning_rate": 4.810606060606061e-05,
"loss": 2.4445,
"step": 20
},
{
"epoch": 0.6122448979591837,
"grad_norm": 13.214489936828613,
"learning_rate": 4.431818181818182e-05,
"loss": 1.8022,
"step": 30
},
{
"epoch": 0.8163265306122449,
"grad_norm": 14.265619277954102,
"learning_rate": 4.053030303030303e-05,
"loss": 1.3415,
"step": 40
},
{
"epoch": 1.0,
"eval_accuracy": 0.7857142857142857,
"eval_loss": 0.6598730683326721,
"eval_runtime": 0.7369,
"eval_samples_per_second": 151.997,
"eval_steps_per_second": 5.428,
"step": 49
},
{
"epoch": 1.0204081632653061,
"grad_norm": 15.687291145324707,
"learning_rate": 3.6742424242424246e-05,
"loss": 1.138,
"step": 50
},
{
"epoch": 1.2244897959183674,
"grad_norm": 11.222309112548828,
"learning_rate": 3.295454545454545e-05,
"loss": 0.8949,
"step": 60
},
{
"epoch": 1.4285714285714286,
"grad_norm": 13.59701919555664,
"learning_rate": 2.916666666666667e-05,
"loss": 0.8637,
"step": 70
},
{
"epoch": 1.6326530612244898,
"grad_norm": 8.102276802062988,
"learning_rate": 2.537878787878788e-05,
"loss": 0.7632,
"step": 80
},
{
"epoch": 1.836734693877551,
"grad_norm": 10.037010192871094,
"learning_rate": 2.1590909090909093e-05,
"loss": 0.7005,
"step": 90
},
{
"epoch": 2.0,
"eval_accuracy": 0.8928571428571429,
"eval_loss": 0.3036225736141205,
"eval_runtime": 0.7855,
"eval_samples_per_second": 142.578,
"eval_steps_per_second": 5.092,
"step": 98
},
{
"epoch": 2.0408163265306123,
"grad_norm": 9.7354154586792,
"learning_rate": 1.7803030303030303e-05,
"loss": 0.6343,
"step": 100
},
{
"epoch": 2.2448979591836733,
"grad_norm": 8.97431468963623,
"learning_rate": 1.4015151515151515e-05,
"loss": 0.5505,
"step": 110
},
{
"epoch": 2.4489795918367347,
"grad_norm": 8.927824974060059,
"learning_rate": 1.0227272727272729e-05,
"loss": 0.5527,
"step": 120
},
{
"epoch": 2.6530612244897958,
"grad_norm": 7.921907424926758,
"learning_rate": 6.43939393939394e-06,
"loss": 0.4982,
"step": 130
},
{
"epoch": 2.857142857142857,
"grad_norm": 9.745354652404785,
"learning_rate": 2.651515151515152e-06,
"loss": 0.5615,
"step": 140
},
{
"epoch": 3.0,
"eval_accuracy": 0.9196428571428571,
"eval_loss": 0.2128717005252838,
"eval_runtime": 0.7718,
"eval_samples_per_second": 145.113,
"eval_steps_per_second": 5.183,
"step": 147
},
{
"epoch": 3.0,
"step": 147,
"total_flos": 4.6849871171251814e+17,
"train_loss": 1.081290222349621,
"train_runtime": 252.638,
"train_samples_per_second": 74.419,
"train_steps_per_second": 0.582
}
],
"logging_steps": 10,
"max_steps": 147,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 4.6849871171251814e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|