File size: 4,575 Bytes
96805e9 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 |
{
"best_metric": 0.6077491044998169,
"best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_cola_128/checkpoint-402",
"epoch": 11.0,
"global_step": 737,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9e-05,
"loss": 0.6155,
"step": 67
},
{
"epoch": 1.0,
"eval_loss": 0.6180391907691956,
"eval_matthews_correlation": 0.0,
"eval_runtime": 2.3423,
"eval_samples_per_second": 445.288,
"eval_steps_per_second": 3.842,
"step": 67
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.6079,
"step": 134
},
{
"epoch": 2.0,
"eval_loss": 0.6180055737495422,
"eval_matthews_correlation": 0.0,
"eval_runtime": 2.3294,
"eval_samples_per_second": 447.764,
"eval_steps_per_second": 3.864,
"step": 134
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.6074,
"step": 201
},
{
"epoch": 3.0,
"eval_loss": 0.618085503578186,
"eval_matthews_correlation": 0.0,
"eval_runtime": 2.3307,
"eval_samples_per_second": 447.507,
"eval_steps_per_second": 3.862,
"step": 201
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.607,
"step": 268
},
{
"epoch": 4.0,
"eval_loss": 0.6173203587532043,
"eval_matthews_correlation": 0.0,
"eval_runtime": 2.3328,
"eval_samples_per_second": 447.106,
"eval_steps_per_second": 3.858,
"step": 268
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 0.6064,
"step": 335
},
{
"epoch": 5.0,
"eval_loss": 0.617998480796814,
"eval_matthews_correlation": 0.0,
"eval_runtime": 2.3214,
"eval_samples_per_second": 449.294,
"eval_steps_per_second": 3.877,
"step": 335
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6021,
"step": 402
},
{
"epoch": 6.0,
"eval_loss": 0.6077491044998169,
"eval_matthews_correlation": 0.0,
"eval_runtime": 2.3317,
"eval_samples_per_second": 447.314,
"eval_steps_per_second": 3.86,
"step": 402
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 0.5484,
"step": 469
},
{
"epoch": 7.0,
"eval_loss": 0.6392526030540466,
"eval_matthews_correlation": 0.06876909773769338,
"eval_runtime": 2.3248,
"eval_samples_per_second": 448.634,
"eval_steps_per_second": 3.871,
"step": 469
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 0.4961,
"step": 536
},
{
"epoch": 8.0,
"eval_loss": 0.6882135272026062,
"eval_matthews_correlation": 0.08513541026842135,
"eval_runtime": 2.3384,
"eval_samples_per_second": 446.026,
"eval_steps_per_second": 3.849,
"step": 536
},
{
"epoch": 9.0,
"learning_rate": 4.1e-05,
"loss": 0.4656,
"step": 603
},
{
"epoch": 9.0,
"eval_loss": 0.6623390913009644,
"eval_matthews_correlation": 0.11162331444159394,
"eval_runtime": 2.3292,
"eval_samples_per_second": 447.802,
"eval_steps_per_second": 3.864,
"step": 603
},
{
"epoch": 10.0,
"learning_rate": 4e-05,
"loss": 0.448,
"step": 670
},
{
"epoch": 10.0,
"eval_loss": 0.7584222555160522,
"eval_matthews_correlation": 0.10885779554312716,
"eval_runtime": 2.3245,
"eval_samples_per_second": 448.697,
"eval_steps_per_second": 3.872,
"step": 670
},
{
"epoch": 11.0,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.4358,
"step": 737
},
{
"epoch": 11.0,
"eval_loss": 0.7178416848182678,
"eval_matthews_correlation": 0.12989481801728855,
"eval_runtime": 2.324,
"eval_samples_per_second": 448.792,
"eval_steps_per_second": 3.873,
"step": 737
},
{
"epoch": 11.0,
"step": 737,
"total_flos": 2241905819648000.0,
"train_loss": 0.5491012045292226,
"train_runtime": 753.3806,
"train_samples_per_second": 567.509,
"train_steps_per_second": 4.447
}
],
"max_steps": 3350,
"num_train_epochs": 50,
"total_flos": 2241905819648000.0,
"trial_name": null,
"trial_params": null
}
|