File size: 3,671 Bytes
42025dd | 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 | {
"best_metric": 0.5495731830596924,
"best_model_checkpoint": "Finetuned_distilbert/checkpoint-1000",
"epoch": 7.0,
"global_step": 7000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.5,
"learning_rate": 1.9333333333333333e-05,
"loss": 0.7074,
"step": 500
},
{
"epoch": 1.0,
"learning_rate": 1.866666666666667e-05,
"loss": 0.5864,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.7885,
"eval_loss": 0.5495731830596924,
"eval_runtime": 5.6815,
"eval_samples_per_second": 352.018,
"eval_steps_per_second": 44.002,
"step": 1000
},
{
"epoch": 1.5,
"learning_rate": 1.8e-05,
"loss": 0.4665,
"step": 1500
},
{
"epoch": 2.0,
"learning_rate": 1.7333333333333336e-05,
"loss": 0.4908,
"step": 2000
},
{
"epoch": 2.0,
"eval_accuracy": 0.791,
"eval_loss": 0.6509228944778442,
"eval_runtime": 5.7448,
"eval_samples_per_second": 348.143,
"eval_steps_per_second": 43.518,
"step": 2000
},
{
"epoch": 2.5,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.3567,
"step": 2500
},
{
"epoch": 3.0,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.3684,
"step": 3000
},
{
"epoch": 3.0,
"eval_accuracy": 0.787,
"eval_loss": 0.8537377119064331,
"eval_runtime": 5.7003,
"eval_samples_per_second": 350.862,
"eval_steps_per_second": 43.858,
"step": 3000
},
{
"epoch": 3.5,
"learning_rate": 1.5333333333333334e-05,
"loss": 0.2482,
"step": 3500
},
{
"epoch": 4.0,
"learning_rate": 1.4666666666666666e-05,
"loss": 0.2601,
"step": 4000
},
{
"epoch": 4.0,
"eval_accuracy": 0.787,
"eval_loss": 1.0617473125457764,
"eval_runtime": 5.6754,
"eval_samples_per_second": 352.397,
"eval_steps_per_second": 44.05,
"step": 4000
},
{
"epoch": 4.5,
"learning_rate": 1.4e-05,
"loss": 0.1828,
"step": 4500
},
{
"epoch": 5.0,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.1671,
"step": 5000
},
{
"epoch": 5.0,
"eval_accuracy": 0.7825,
"eval_loss": 1.2580657005310059,
"eval_runtime": 5.6568,
"eval_samples_per_second": 353.556,
"eval_steps_per_second": 44.195,
"step": 5000
},
{
"epoch": 5.5,
"learning_rate": 1.2666666666666667e-05,
"loss": 0.1325,
"step": 5500
},
{
"epoch": 6.0,
"learning_rate": 1.2e-05,
"loss": 0.1454,
"step": 6000
},
{
"epoch": 6.0,
"eval_accuracy": 0.7765,
"eval_loss": 1.3939642906188965,
"eval_runtime": 5.745,
"eval_samples_per_second": 348.129,
"eval_steps_per_second": 43.516,
"step": 6000
},
{
"epoch": 6.5,
"learning_rate": 1.1333333333333334e-05,
"loss": 0.0857,
"step": 6500
},
{
"epoch": 7.0,
"learning_rate": 1.0666666666666667e-05,
"loss": 0.1154,
"step": 7000
},
{
"epoch": 7.0,
"eval_accuracy": 0.7845,
"eval_loss": 1.5688139200210571,
"eval_runtime": 5.715,
"eval_samples_per_second": 349.955,
"eval_steps_per_second": 43.744,
"step": 7000
}
],
"max_steps": 15000,
"num_train_epochs": 15,
"total_flos": 1224266732688384.0,
"trial_name": null,
"trial_params": null
}
|