marid/sst2
02
1{2 "best_metric": 0.4493387111903199,3 "best_model_checkpoint": "/workspace/cv-corpus-8.0-2022-01-19/output/checkpoint-1000",4 "epoch": 10.0,5 "global_step": 15630,6 "is_hyper_param_search": false,7 "is_local_process_zero": true,8 "is_world_process_zero": true,9 "log_history": [10 {11 "epoch": 0.32,12 "learning_rate": 9.92e-05,13 "loss": 6.7916,14 "step": 50015 },16 {17 "epoch": 0.64,18 "learning_rate": 0.00019920000000000002,19 "loss": 1.354,20 "step": 100021 },22 {23 "epoch": 0.64,24 "eval_loss": 0.4108898937702179,25 "eval_runtime": 71.0896,26 "eval_samples_per_second": 146.125,27 "eval_steps_per_second": 1.829,28 "eval_wer": 0.4493387111903199,29 "step": 100030 },31 {32 "epoch": 0.96,33 "learning_rate": 0.00019321941216678059,34 "loss": 0.7084,35 "step": 150036 },37 {38 "epoch": 1.28,39 "learning_rate": 0.00018638414217361587,40 "loss": 0.5886,41 "step": 200042 },43 {44 "epoch": 1.28,45 "eval_loss": 0.2797781527042389,46 "eval_runtime": 71.0704,47 "eval_samples_per_second": 146.165,48 "eval_steps_per_second": 1.829,49 "eval_wer": 0.3099334021198762,50 "step": 200051 },52 {53 "epoch": 1.6,54 "learning_rate": 0.00017954887218045112,55 "loss": 0.5386,56 "step": 250057 },58 {59 "epoch": 1.92,60 "learning_rate": 0.0001727136021872864,61 "loss": 0.4977,62 "step": 300063 },64 {65 "epoch": 1.92,66 "eval_loss": 0.23867885768413544,67 "eval_runtime": 71.0833,68 "eval_samples_per_second": 146.138,69 "eval_steps_per_second": 1.829,70 "eval_wer": 0.2673295188068662,71 "step": 300072 },73 {74 "epoch": 2.24,75 "learning_rate": 0.00016587833219412168,76 "loss": 0.4531,77 "step": 350078 },79 {80 "epoch": 2.56,81 "learning_rate": 0.00015905673274094328,82 "loss": 0.4253,83 "step": 400084 },85 {86 "epoch": 2.56,87 "eval_loss": 0.22657370567321777,88 "eval_runtime": 71.5875,89 "eval_samples_per_second": 145.109,90 "eval_steps_per_second": 1.816,91 "eval_wer": 0.2523215458212175,92 "step": 400093 },94 {95 "epoch": 2.88,96 "learning_rate": 0.00015222146274777856,97 "loss": 0.413,98 "step": 450099 },100 {101 "epoch": 3.2,102 "learning_rate": 0.0001453861927546138,103 "loss": 0.3942,104 "step": 5000105 },106 {107 "epoch": 3.2,108 "eval_loss": 0.21706202626228333,109 "eval_runtime": 72.0993,110 "eval_samples_per_second": 144.079,111 "eval_steps_per_second": 1.803,112 "eval_wer": 0.2437294812869337,113 "step": 5000114 },115 {116 "epoch": 3.52,117 "learning_rate": 0.00013855092276144907,118 "loss": 0.3741,119 "step": 5500120 },121 {122 "epoch": 3.84,123 "learning_rate": 0.00013171565276828435,124 "loss": 0.3619,125 "step": 6000126 },127 {128 "epoch": 3.84,129 "eval_loss": 0.20762862265110016,130 "eval_runtime": 72.0546,131 "eval_samples_per_second": 144.168,132 "eval_steps_per_second": 1.804,133 "eval_wer": 0.22530719444705,134 "step": 6000135 },136 {137 "epoch": 4.16,138 "learning_rate": 0.00012489405331510595,139 "loss": 0.3435,140 "step": 6500141 },142 {143 "epoch": 4.48,144 "learning_rate": 0.00011805878332194122,145 "loss": 0.3245,146 "step": 7000147 },148 {149 "epoch": 4.48,150 "eval_loss": 0.2087564468383789,151 "eval_runtime": 71.9965,152 "eval_samples_per_second": 144.285,153 "eval_steps_per_second": 1.806,154 "eval_wer": 0.21862864646843636,155 "step": 7000156 },157 {158 "epoch": 4.8,159 "learning_rate": 0.0001112235133287765,160 "loss": 0.3135,161 "step": 7500162 },163 {164 "epoch": 5.12,165 "learning_rate": 0.0001044019138755981,166 "loss": 0.308,167 "step": 8000168 },169 {170 "epoch": 5.12,171 "eval_loss": 0.2086208015680313,172 "eval_runtime": 68.9232,173 "eval_samples_per_second": 150.718,174 "eval_steps_per_second": 1.886,175 "eval_wer": 0.22063596285526685,176 "step": 8000177 },178 {179 "epoch": 5.44,180 "learning_rate": 9.756664388243337e-05,181 "loss": 0.292,182 "step": 8500183 },184 {185 "epoch": 5.76,186 "learning_rate": 9.073137388926864e-05,187 "loss": 0.2881,188 "step": 9000189 },190 {191 "epoch": 5.76,192 "eval_loss": 0.20888157188892365,193 "eval_runtime": 70.2391,194 "eval_samples_per_second": 147.895,195 "eval_steps_per_second": 1.851,196 "eval_wer": 0.21048682112372197,197 "step": 9000198 },199 {200 "epoch": 6.08,201 "learning_rate": 8.389610389610389e-05,202 "loss": 0.2717,203 "step": 9500204 },205 {206 "epoch": 6.4,207 "learning_rate": 7.706083390293917e-05,208 "loss": 0.2557,209 "step": 10000210 },211 {212 "epoch": 6.4,213 "eval_loss": 0.20148096978664398,214 "eval_runtime": 70.1726,215 "eval_samples_per_second": 148.035,216 "eval_steps_per_second": 1.853,217 "eval_wer": 0.20035643935840916,218 "step": 10000219 },220 {221 "epoch": 6.72,222 "learning_rate": 7.022556390977444e-05,223 "loss": 0.2536,224 "step": 10500225 },226 {227 "epoch": 7.04,228 "learning_rate": 6.33902939166097e-05,229 "loss": 0.248,230 "step": 11000231 },232 {233 "epoch": 7.04,234 "eval_loss": 0.2043762356042862,235 "eval_runtime": 70.2184,236 "eval_samples_per_second": 147.938,237 "eval_steps_per_second": 1.851,238 "eval_wer": 0.19529124847575274,239 "step": 11000240 },241 {242 "epoch": 7.36,243 "learning_rate": 5.655502392344498e-05,244 "loss": 0.2308,245 "step": 11500246 },247 {248 "epoch": 7.68,249 "learning_rate": 4.971975393028025e-05,250 "loss": 0.2251,251 "step": 12000252 },253 {254 "epoch": 7.68,255 "eval_loss": 0.20575200021266937,256 "eval_runtime": 70.8946,257 "eval_samples_per_second": 146.527,258 "eval_steps_per_second": 1.834,259 "eval_wer": 0.19315261232529782,260 "step": 12000261 },262 {263 "epoch": 8.0,264 "learning_rate": 4.291182501708818e-05,265 "loss": 0.2207,266 "step": 12500267 },268 {269 "epoch": 8.32,270 "learning_rate": 3.6076555023923446e-05,271 "loss": 0.2052,272 "step": 13000273 },274 {275 "epoch": 8.32,276 "eval_loss": 0.21170856058597565,277 "eval_runtime": 70.7957,278 "eval_samples_per_second": 146.732,279 "eval_steps_per_second": 1.836,280 "eval_wer": 0.18776850201669637,281 "step": 13000282 },283 {284 "epoch": 8.64,285 "learning_rate": 2.9241285030758714e-05,286 "loss": 0.2026,287 "step": 13500288 },289 {290 "epoch": 8.96,291 "learning_rate": 2.2406015037593985e-05,292 "loss": 0.1976,293 "step": 14000294 },295 {296 "epoch": 8.96,297 "eval_loss": 0.21043309569358826,298 "eval_runtime": 71.1895,299 "eval_samples_per_second": 145.92,300 "eval_steps_per_second": 1.826,301 "eval_wer": 0.18249695150548728,302 "step": 14000303 },304 {305 "epoch": 9.28,306 "learning_rate": 1.5570745044429256e-05,307 "loss": 0.1875,308 "step": 14500309 },310 {311 "epoch": 9.6,312 "learning_rate": 8.735475051264526e-06,313 "loss": 0.1845,314 "step": 15000315 },316 {317 "epoch": 9.6,318 "eval_loss": 0.21563756465911865,319 "eval_runtime": 71.0722,320 "eval_samples_per_second": 146.161,321 "eval_steps_per_second": 1.829,322 "eval_wer": 0.18212175218084609,323 "step": 15000324 },325 {326 "epoch": 9.92,327 "learning_rate": 1.9138755980861244e-06,328 "loss": 0.1837,329 "step": 15500330 },331 {332 "epoch": 10.0,333 "step": 15630,334 "total_flos": 9.942412569719006e+20,335 "train_loss": 0.1316310991176183,336 "train_runtime": 23113.6031,337 "train_samples_per_second": 173.054,338 "train_steps_per_second": 0.676339 }340 ],341 "max_steps": 15630,342 "num_train_epochs": 10,343 "total_flos": 9.942412569719006e+20,344 "trial_name": null,345 "trial_params": null346}347 