File size: 6,685 Bytes
7a02b2d |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 40,
"global_step": 384,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.3125,
"grad_norm": 2.4588866233825684,
"learning_rate": 6.578947368421053e-06,
"loss": 0.3311,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 40,
"total_memory_available (GB)": 94.62
},
{
"epoch": 0.3125,
"eval_accuracy": 0.9449360865290068,
"eval_auroc": 0.9216382070437567,
"eval_loss": 0.16689223051071167,
"eval_runtime": 4.7738,
"eval_samples_per_second": 213.038,
"eval_steps_per_second": 6.703,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 40,
"total_memory_available (GB)": 94.62
},
{
"epoch": 0.625,
"grad_norm": 6.371248245239258,
"learning_rate": 1.3157894736842106e-05,
"loss": 0.1336,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 80,
"total_memory_available (GB)": 94.62
},
{
"epoch": 0.625,
"eval_accuracy": 0.951819075712881,
"eval_auroc": 0.9588580576307363,
"eval_loss": 0.14572063088417053,
"eval_runtime": 1.6415,
"eval_samples_per_second": 619.571,
"eval_steps_per_second": 19.495,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 80,
"total_memory_available (GB)": 94.62
},
{
"epoch": 0.9375,
"grad_norm": 0.8174734115600586,
"learning_rate": 1.9736842105263158e-05,
"loss": 0.092,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 120,
"total_memory_available (GB)": 94.62
},
{
"epoch": 0.9375,
"eval_accuracy": 0.9587020648967551,
"eval_auroc": 0.9663153681963713,
"eval_loss": 0.13402177393436432,
"eval_runtime": 2.0205,
"eval_samples_per_second": 503.333,
"eval_steps_per_second": 15.837,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 120,
"total_memory_available (GB)": 94.62
},
{
"epoch": 1.25,
"grad_norm": 10.359611511230469,
"learning_rate": 2.6315789473684212e-05,
"loss": 0.0683,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 160,
"total_memory_available (GB)": 94.62
},
{
"epoch": 1.25,
"eval_accuracy": 0.9616519174041298,
"eval_auroc": 0.9728054962646745,
"eval_loss": 0.15004919469356537,
"eval_runtime": 1.9839,
"eval_samples_per_second": 512.639,
"eval_steps_per_second": 16.13,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 160,
"total_memory_available (GB)": 94.62
},
{
"epoch": 1.5625,
"grad_norm": 0.29452481865882874,
"learning_rate": 3.289473684210527e-05,
"loss": 0.0778,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 200,
"total_memory_available (GB)": 94.62
},
{
"epoch": 1.5625,
"eval_accuracy": 0.9567354965585054,
"eval_auroc": 0.9560165421558164,
"eval_loss": 0.19474196434020996,
"eval_runtime": 1.8404,
"eval_samples_per_second": 552.609,
"eval_steps_per_second": 17.388,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 200,
"total_memory_available (GB)": 94.62
},
{
"epoch": 1.875,
"grad_norm": 0.4737164378166199,
"learning_rate": 3.9473684210526316e-05,
"loss": 0.1011,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 240,
"total_memory_available (GB)": 94.62
},
{
"epoch": 1.875,
"eval_accuracy": 0.967551622418879,
"eval_auroc": 0.9674493062966916,
"eval_loss": 0.13491444289684296,
"eval_runtime": 1.7786,
"eval_samples_per_second": 571.791,
"eval_steps_per_second": 17.991,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 240,
"total_memory_available (GB)": 94.62
},
{
"epoch": 2.1875,
"grad_norm": 0.6345912218093872,
"learning_rate": 4.605263157894737e-05,
"loss": 0.06,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 280,
"total_memory_available (GB)": 94.62
},
{
"epoch": 2.1875,
"eval_accuracy": 0.9655850540806293,
"eval_auroc": 0.9698305763073639,
"eval_loss": 0.1612750142812729,
"eval_runtime": 1.893,
"eval_samples_per_second": 537.248,
"eval_steps_per_second": 16.905,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 280,
"total_memory_available (GB)": 94.62
},
{
"epoch": 2.5,
"grad_norm": 13.752758026123047,
"learning_rate": 4e-05,
"loss": 0.0508,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 320,
"total_memory_available (GB)": 94.62
},
{
"epoch": 2.5,
"eval_accuracy": 0.9685349065880039,
"eval_auroc": 0.9268209711846318,
"eval_loss": 0.19579041004180908,
"eval_runtime": 1.7675,
"eval_samples_per_second": 575.401,
"eval_steps_per_second": 18.105,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 320,
"total_memory_available (GB)": 94.62
},
{
"epoch": 2.8125,
"grad_norm": 15.928082466125488,
"learning_rate": 1.5e-05,
"loss": 0.0722,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 360,
"total_memory_available (GB)": 94.62
},
{
"epoch": 2.8125,
"eval_accuracy": 0.967551622418879,
"eval_auroc": 0.9649679829242261,
"eval_loss": 0.15064473450183868,
"eval_runtime": 1.906,
"eval_samples_per_second": 533.581,
"eval_steps_per_second": 16.789,
"max_memory_allocated (GB)": 13.36,
"memory_allocated (GB)": 11.92,
"step": 360,
"total_memory_available (GB)": 94.62
}
],
"logging_steps": 40,
"max_steps": 384,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 3233108648263680.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|