File size: 11,380 Bytes
059f553 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 |
{
"best_metric": 0.45347079634666443,
"best_model_checkpoint": "model_output/e2e_opentable_5_way__approximate__0-shot__seed-77__roberta-base/checkpoint-500",
"epoch": 0.8576329331046312,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 4.9783362218370885e-05,
"loss": 16.4408,
"step": 20
},
{
"epoch": 0.07,
"learning_rate": 4.956672443674177e-05,
"loss": 13.3709,
"step": 40
},
{
"epoch": 0.09,
"eval_distillation_accuracy_counterfactual": 0.3304258594150847,
"eval_distillation_accuracy_factual": 0.85351462288353,
"eval_distillation_f1_counterfactual": 0.243675431005225,
"eval_distillation_f1_factual": 0.8405624277794843,
"eval_groundtruth_accuracy_counterfactual": 0.3258081067213956,
"eval_groundtruth_f1_counterfactual": 0.24573702955510618,
"eval_groundtruth_f1_factual": 0.7133962491941664,
"eval_icace_cosine": 0.5112652778625488,
"eval_icace_l2": 0.8116109371185303,
"eval_icace_normdiff": 0.5299729108810425,
"eval_loss": 10.612378120422363,
"eval_runtime": 12.8754,
"eval_samples_per_second": 302.748,
"eval_steps_per_second": 2.408,
"step": 50
},
{
"epoch": 0.1,
"learning_rate": 4.935008665511265e-05,
"loss": 11.6048,
"step": 60
},
{
"epoch": 0.14,
"learning_rate": 4.913344887348354e-05,
"loss": 11.1238,
"step": 80
},
{
"epoch": 0.17,
"learning_rate": 4.891681109185442e-05,
"loss": 10.5122,
"step": 100
},
{
"epoch": 0.17,
"eval_distillation_accuracy_counterfactual": 0.5010261672652643,
"eval_distillation_accuracy_factual": 0.8737814263724987,
"eval_distillation_f1_counterfactual": 0.3809463454212182,
"eval_distillation_f1_factual": 0.8520946306923461,
"eval_groundtruth_accuracy_counterfactual": 0.47998973832734737,
"eval_groundtruth_f1_counterfactual": 0.36220047443175507,
"eval_groundtruth_f1_factual": 0.7127756432715844,
"eval_icace_cosine": 0.46907880902290344,
"eval_icace_l2": 0.6739468574523926,
"eval_icace_normdiff": 0.44848179817199707,
"eval_loss": 8.415631294250488,
"eval_runtime": 12.9894,
"eval_samples_per_second": 300.091,
"eval_steps_per_second": 2.387,
"step": 100
},
{
"epoch": 0.21,
"learning_rate": 4.8700173310225307e-05,
"loss": 10.4539,
"step": 120
},
{
"epoch": 0.24,
"learning_rate": 4.848353552859619e-05,
"loss": 10.4598,
"step": 140
},
{
"epoch": 0.26,
"eval_distillation_accuracy_counterfactual": 0.5100051308363264,
"eval_distillation_accuracy_factual": 0.8648024628014367,
"eval_distillation_f1_counterfactual": 0.4378381593277977,
"eval_distillation_f1_factual": 0.8505368829186162,
"eval_groundtruth_accuracy_counterfactual": 0.4979476654694715,
"eval_groundtruth_f1_counterfactual": 0.42720537829821525,
"eval_groundtruth_f1_factual": 0.6962013496902839,
"eval_icace_cosine": 0.4693450629711151,
"eval_icace_l2": 0.6681450009346008,
"eval_icace_normdiff": 0.41851383447647095,
"eval_loss": 8.433810234069824,
"eval_runtime": 12.8826,
"eval_samples_per_second": 302.578,
"eval_steps_per_second": 2.406,
"step": 150
},
{
"epoch": 0.27,
"learning_rate": 4.826689774696707e-05,
"loss": 10.219,
"step": 160
},
{
"epoch": 0.31,
"learning_rate": 4.8050259965337955e-05,
"loss": 10.1164,
"step": 180
},
{
"epoch": 0.34,
"learning_rate": 4.7833622183708845e-05,
"loss": 10.1494,
"step": 200
},
{
"epoch": 0.34,
"eval_distillation_accuracy_counterfactual": 0.48691636736788096,
"eval_distillation_accuracy_factual": 0.8858388917393535,
"eval_distillation_f1_counterfactual": 0.3500647816598059,
"eval_distillation_f1_factual": 0.8801680477409537,
"eval_groundtruth_accuracy_counterfactual": 0.46793227296049256,
"eval_groundtruth_f1_counterfactual": 0.3413720392476469,
"eval_groundtruth_f1_factual": 0.696679629826118,
"eval_icace_cosine": 0.4742945730686188,
"eval_icace_l2": 0.6967979073524475,
"eval_icace_normdiff": 0.4476469159126282,
"eval_loss": 8.772797584533691,
"eval_runtime": 13.0849,
"eval_samples_per_second": 297.901,
"eval_steps_per_second": 2.369,
"step": 200
},
{
"epoch": 0.38,
"learning_rate": 4.761698440207972e-05,
"loss": 9.9977,
"step": 220
},
{
"epoch": 0.41,
"learning_rate": 4.740034662045061e-05,
"loss": 10.0073,
"step": 240
},
{
"epoch": 0.43,
"eval_distillation_accuracy_counterfactual": 0.43560800410466904,
"eval_distillation_accuracy_factual": 0.8519753719856337,
"eval_distillation_f1_counterfactual": 0.35530824798064053,
"eval_distillation_f1_factual": 0.8365066372023451,
"eval_groundtruth_accuracy_counterfactual": 0.43766033863519754,
"eval_groundtruth_f1_counterfactual": 0.364318999243899,
"eval_groundtruth_f1_factual": 0.6915401170991118,
"eval_icace_cosine": 0.48830506205558777,
"eval_icace_l2": 0.7442983388900757,
"eval_icace_normdiff": 0.4745895266532898,
"eval_loss": 9.400979042053223,
"eval_runtime": 12.983,
"eval_samples_per_second": 300.24,
"eval_steps_per_second": 2.388,
"step": 250
},
{
"epoch": 0.45,
"learning_rate": 4.7183708838821494e-05,
"loss": 9.7738,
"step": 260
},
{
"epoch": 0.48,
"learning_rate": 4.6967071057192376e-05,
"loss": 9.9329,
"step": 280
},
{
"epoch": 0.51,
"learning_rate": 4.675043327556326e-05,
"loss": 9.7779,
"step": 300
},
{
"epoch": 0.51,
"eval_distillation_accuracy_counterfactual": 0.5359158542842484,
"eval_distillation_accuracy_factual": 0.8619805028219599,
"eval_distillation_f1_counterfactual": 0.47616723466717426,
"eval_distillation_f1_factual": 0.852650039087773,
"eval_groundtruth_accuracy_counterfactual": 0.5010261672652643,
"eval_groundtruth_f1_counterfactual": 0.44417532302390744,
"eval_groundtruth_f1_factual": 0.7073800556776944,
"eval_icace_cosine": 0.46865805983543396,
"eval_icace_l2": 0.6562190651893616,
"eval_icace_normdiff": 0.4228982925415039,
"eval_loss": 8.363639831542969,
"eval_runtime": 13.0389,
"eval_samples_per_second": 298.951,
"eval_steps_per_second": 2.377,
"step": 300
},
{
"epoch": 0.55,
"learning_rate": 4.653379549393415e-05,
"loss": 9.6834,
"step": 320
},
{
"epoch": 0.58,
"learning_rate": 4.6317157712305025e-05,
"loss": 9.547,
"step": 340
},
{
"epoch": 0.6,
"eval_distillation_accuracy_counterfactual": 0.5025654181631606,
"eval_distillation_accuracy_factual": 0.8855823499230374,
"eval_distillation_f1_counterfactual": 0.4398602753096072,
"eval_distillation_f1_factual": 0.8717503260210726,
"eval_groundtruth_accuracy_counterfactual": 0.4989738327347358,
"eval_groundtruth_f1_counterfactual": 0.44441757184034925,
"eval_groundtruth_f1_factual": 0.7229789758781793,
"eval_icace_cosine": 0.4650568664073944,
"eval_icace_l2": 0.6811135411262512,
"eval_icace_normdiff": 0.4423196017742157,
"eval_loss": 8.341341972351074,
"eval_runtime": 13.1584,
"eval_samples_per_second": 296.238,
"eval_steps_per_second": 2.356,
"step": 350
},
{
"epoch": 0.62,
"learning_rate": 4.6100519930675915e-05,
"loss": 9.4159,
"step": 360
},
{
"epoch": 0.65,
"learning_rate": 4.58838821490468e-05,
"loss": 9.6264,
"step": 380
},
{
"epoch": 0.69,
"learning_rate": 4.566724436741768e-05,
"loss": 9.2833,
"step": 400
},
{
"epoch": 0.69,
"eval_distillation_accuracy_counterfactual": 0.5495125705489995,
"eval_distillation_accuracy_factual": 0.8494099538224731,
"eval_distillation_f1_counterfactual": 0.48234074968553386,
"eval_distillation_f1_factual": 0.834773556914336,
"eval_groundtruth_accuracy_counterfactual": 0.5266803488968702,
"eval_groundtruth_f1_counterfactual": 0.4613217521128874,
"eval_groundtruth_f1_factual": 0.7080154702931097,
"eval_icace_cosine": 0.4618784785270691,
"eval_icace_l2": 0.6433539986610413,
"eval_icace_normdiff": 0.40616923570632935,
"eval_loss": 8.343696594238281,
"eval_runtime": 15.6191,
"eval_samples_per_second": 249.565,
"eval_steps_per_second": 1.985,
"step": 400
},
{
"epoch": 0.72,
"learning_rate": 4.5450606585788563e-05,
"loss": 9.3389,
"step": 420
},
{
"epoch": 0.75,
"learning_rate": 4.5233968804159446e-05,
"loss": 9.2901,
"step": 440
},
{
"epoch": 0.77,
"eval_distillation_accuracy_counterfactual": 0.4989738327347358,
"eval_distillation_accuracy_factual": 0.8601847101077476,
"eval_distillation_f1_counterfactual": 0.33860612154049907,
"eval_distillation_f1_factual": 0.8490636185423319,
"eval_groundtruth_accuracy_counterfactual": 0.4892252437147255,
"eval_groundtruth_f1_counterfactual": 0.33971729579938115,
"eval_groundtruth_f1_factual": 0.7307035270822468,
"eval_icace_cosine": 0.475065141916275,
"eval_icace_l2": 0.6995478272438049,
"eval_icace_normdiff": 0.440874308347702,
"eval_loss": 8.762495994567871,
"eval_runtime": 13.0872,
"eval_samples_per_second": 297.848,
"eval_steps_per_second": 2.369,
"step": 450
},
{
"epoch": 0.79,
"learning_rate": 4.501733102253033e-05,
"loss": 9.3355,
"step": 460
},
{
"epoch": 0.82,
"learning_rate": 4.480069324090121e-05,
"loss": 9.1845,
"step": 480
},
{
"epoch": 0.86,
"learning_rate": 4.45840554592721e-05,
"loss": 9.2082,
"step": 500
},
{
"epoch": 0.86,
"eval_distillation_accuracy_counterfactual": 0.5823499230374551,
"eval_distillation_accuracy_factual": 0.8514622883530015,
"eval_distillation_f1_counterfactual": 0.49132364435744985,
"eval_distillation_f1_factual": 0.8334607656933123,
"eval_groundtruth_accuracy_counterfactual": 0.5482298614674191,
"eval_groundtruth_f1_counterfactual": 0.46237812507137493,
"eval_groundtruth_f1_factual": 0.7129235668323691,
"eval_icace_cosine": 0.45347079634666443,
"eval_icace_l2": 0.6185017824172974,
"eval_icace_normdiff": 0.3950257897377014,
"eval_loss": 8.00942611694336,
"eval_runtime": 13.0722,
"eval_samples_per_second": 298.191,
"eval_steps_per_second": 2.371,
"step": 500
}
],
"max_steps": 4616,
"num_train_epochs": 8,
"total_flos": 4209890279424000.0,
"trial_name": null,
"trial_params": null
}
|