Commit
•
347f330
1
Parent(s):
f6042fc
remove useless
Browse files- all_results.json +0 -14
- eval_results.json +0 -9
- train_results.json +0 -8
- trainer_state.json +0 -2833
- training_args.bin +0 -3
all_results.json
DELETED
|
@@ -1,14 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"epoch": 10.0,
|
| 3 |
-
"eval_loss": 0.1430039405822754,
|
| 4 |
-
"eval_runtime": 753.2056,
|
| 5 |
-
"eval_samples": 16041,
|
| 6 |
-
"eval_samples_per_second": 21.297,
|
| 7 |
-
"eval_steps_per_second": 2.663,
|
| 8 |
-
"eval_wer": 0.12453306507935491,
|
| 9 |
-
"train_loss": 0.23386146696950752,
|
| 10 |
-
"train_runtime": 329994.9794,
|
| 11 |
-
"train_samples": 461578,
|
| 12 |
-
"train_samples_per_second": 13.987,
|
| 13 |
-
"train_steps_per_second": 0.109
|
| 14 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
eval_results.json
DELETED
|
@@ -1,9 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"epoch": 10.0,
|
| 3 |
-
"eval_loss": 0.1430039405822754,
|
| 4 |
-
"eval_runtime": 753.2056,
|
| 5 |
-
"eval_samples": 16041,
|
| 6 |
-
"eval_samples_per_second": 21.297,
|
| 7 |
-
"eval_steps_per_second": 2.663,
|
| 8 |
-
"eval_wer": 0.12453306507935491
|
| 9 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
train_results.json
DELETED
|
@@ -1,8 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"epoch": 10.0,
|
| 3 |
-
"train_loss": 0.23386146696950752,
|
| 4 |
-
"train_runtime": 329994.9794,
|
| 5 |
-
"train_samples": 461578,
|
| 6 |
-
"train_samples_per_second": 13.987,
|
| 7 |
-
"train_steps_per_second": 0.109
|
| 8 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
trainer_state.json
DELETED
|
@@ -1,2833 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"best_metric": 0.12453306507935491,
|
| 3 |
-
"best_model_checkpoint": "./outputs/common_voice_9_0_fr/wav2vec2-xls-r-1b-ft-ep10/checkpoint-36000",
|
| 4 |
-
"epoch": 9.99996533675344,
|
| 5 |
-
"global_step": 36060,
|
| 6 |
-
"is_hyper_param_search": false,
|
| 7 |
-
"is_local_process_zero": true,
|
| 8 |
-
"is_world_process_zero": true,
|
| 9 |
-
"log_history": [
|
| 10 |
-
{
|
| 11 |
-
"epoch": 0.03,
|
| 12 |
-
"learning_rate": 2.6899611758180813e-06,
|
| 13 |
-
"loss": 9.4595,
|
| 14 |
-
"step": 100
|
| 15 |
-
},
|
| 16 |
-
{
|
| 17 |
-
"epoch": 0.06,
|
| 18 |
-
"learning_rate": 5.463117027176928e-06,
|
| 19 |
-
"loss": 3.1185,
|
| 20 |
-
"step": 200
|
| 21 |
-
},
|
| 22 |
-
{
|
| 23 |
-
"epoch": 0.08,
|
| 24 |
-
"learning_rate": 8.236272878535774e-06,
|
| 25 |
-
"loss": 2.9237,
|
| 26 |
-
"step": 300
|
| 27 |
-
},
|
| 28 |
-
{
|
| 29 |
-
"epoch": 0.11,
|
| 30 |
-
"learning_rate": 1.1009428729894621e-05,
|
| 31 |
-
"loss": 1.5923,
|
| 32 |
-
"step": 400
|
| 33 |
-
},
|
| 34 |
-
{
|
| 35 |
-
"epoch": 0.14,
|
| 36 |
-
"learning_rate": 1.3782584581253465e-05,
|
| 37 |
-
"loss": 0.9229,
|
| 38 |
-
"step": 500
|
| 39 |
-
},
|
| 40 |
-
{
|
| 41 |
-
"epoch": 0.14,
|
| 42 |
-
"eval_loss": 0.5048818588256836,
|
| 43 |
-
"eval_runtime": 835.7546,
|
| 44 |
-
"eval_samples_per_second": 19.193,
|
| 45 |
-
"eval_steps_per_second": 2.4,
|
| 46 |
-
"eval_wer": 0.4007663178937791,
|
| 47 |
-
"step": 500
|
| 48 |
-
},
|
| 49 |
-
{
|
| 50 |
-
"epoch": 0.17,
|
| 51 |
-
"learning_rate": 1.6555740432612314e-05,
|
| 52 |
-
"loss": 0.7777,
|
| 53 |
-
"step": 600
|
| 54 |
-
},
|
| 55 |
-
{
|
| 56 |
-
"epoch": 0.19,
|
| 57 |
-
"learning_rate": 1.932889628397116e-05,
|
| 58 |
-
"loss": 0.5771,
|
| 59 |
-
"step": 700
|
| 60 |
-
},
|
| 61 |
-
{
|
| 62 |
-
"epoch": 0.22,
|
| 63 |
-
"learning_rate": 2.2102052135330005e-05,
|
| 64 |
-
"loss": 0.4572,
|
| 65 |
-
"step": 800
|
| 66 |
-
},
|
| 67 |
-
{
|
| 68 |
-
"epoch": 0.25,
|
| 69 |
-
"learning_rate": 2.4875207986688854e-05,
|
| 70 |
-
"loss": 0.4048,
|
| 71 |
-
"step": 900
|
| 72 |
-
},
|
| 73 |
-
{
|
| 74 |
-
"epoch": 0.28,
|
| 75 |
-
"learning_rate": 2.7648363838047696e-05,
|
| 76 |
-
"loss": 0.3823,
|
| 77 |
-
"step": 1000
|
| 78 |
-
},
|
| 79 |
-
{
|
| 80 |
-
"epoch": 0.28,
|
| 81 |
-
"eval_loss": 0.2831491231918335,
|
| 82 |
-
"eval_runtime": 739.7164,
|
| 83 |
-
"eval_samples_per_second": 21.685,
|
| 84 |
-
"eval_steps_per_second": 2.712,
|
| 85 |
-
"eval_wer": 0.2296647038847704,
|
| 86 |
-
"step": 1000
|
| 87 |
-
},
|
| 88 |
-
{
|
| 89 |
-
"epoch": 0.31,
|
| 90 |
-
"learning_rate": 3.042151968940655e-05,
|
| 91 |
-
"loss": 0.3549,
|
| 92 |
-
"step": 1100
|
| 93 |
-
},
|
| 94 |
-
{
|
| 95 |
-
"epoch": 0.33,
|
| 96 |
-
"learning_rate": 3.319467554076539e-05,
|
| 97 |
-
"loss": 0.3433,
|
| 98 |
-
"step": 1200
|
| 99 |
-
},
|
| 100 |
-
{
|
| 101 |
-
"epoch": 0.36,
|
| 102 |
-
"learning_rate": 3.596783139212424e-05,
|
| 103 |
-
"loss": 0.328,
|
| 104 |
-
"step": 1300
|
| 105 |
-
},
|
| 106 |
-
{
|
| 107 |
-
"epoch": 0.39,
|
| 108 |
-
"learning_rate": 3.874098724348308e-05,
|
| 109 |
-
"loss": 0.3114,
|
| 110 |
-
"step": 1400
|
| 111 |
-
},
|
| 112 |
-
{
|
| 113 |
-
"epoch": 0.42,
|
| 114 |
-
"learning_rate": 4.1514143094841934e-05,
|
| 115 |
-
"loss": 0.3079,
|
| 116 |
-
"step": 1500
|
| 117 |
-
},
|
| 118 |
-
{
|
| 119 |
-
"epoch": 0.42,
|
| 120 |
-
"eval_loss": 0.23849168419837952,
|
| 121 |
-
"eval_runtime": 738.9338,
|
| 122 |
-
"eval_samples_per_second": 21.708,
|
| 123 |
-
"eval_steps_per_second": 2.715,
|
| 124 |
-
"eval_wer": 0.19510351058172243,
|
| 125 |
-
"step": 1500
|
| 126 |
-
},
|
| 127 |
-
{
|
| 128 |
-
"epoch": 0.44,
|
| 129 |
-
"learning_rate": 4.428729894620078e-05,
|
| 130 |
-
"loss": 0.3002,
|
| 131 |
-
"step": 1600
|
| 132 |
-
},
|
| 133 |
-
{
|
| 134 |
-
"epoch": 0.47,
|
| 135 |
-
"learning_rate": 4.7060454797559625e-05,
|
| 136 |
-
"loss": 0.2895,
|
| 137 |
-
"step": 1700
|
| 138 |
-
},
|
| 139 |
-
{
|
| 140 |
-
"epoch": 0.5,
|
| 141 |
-
"learning_rate": 4.983361064891847e-05,
|
| 142 |
-
"loss": 0.2936,
|
| 143 |
-
"step": 1800
|
| 144 |
-
},
|
| 145 |
-
{
|
| 146 |
-
"epoch": 0.53,
|
| 147 |
-
"learning_rate": 5.2606766500277316e-05,
|
| 148 |
-
"loss": 0.2908,
|
| 149 |
-
"step": 1900
|
| 150 |
-
},
|
| 151 |
-
{
|
| 152 |
-
"epoch": 0.55,
|
| 153 |
-
"learning_rate": 5.537992235163616e-05,
|
| 154 |
-
"loss": 0.2899,
|
| 155 |
-
"step": 2000
|
| 156 |
-
},
|
| 157 |
-
{
|
| 158 |
-
"epoch": 0.55,
|
| 159 |
-
"eval_loss": 0.22730602324008942,
|
| 160 |
-
"eval_runtime": 733.7734,
|
| 161 |
-
"eval_samples_per_second": 21.861,
|
| 162 |
-
"eval_steps_per_second": 2.734,
|
| 163 |
-
"eval_wer": 0.19783303752779183,
|
| 164 |
-
"step": 2000
|
| 165 |
-
},
|
| 166 |
-
{
|
| 167 |
-
"epoch": 0.58,
|
| 168 |
-
"learning_rate": 5.8153078202995014e-05,
|
| 169 |
-
"loss": 0.2815,
|
| 170 |
-
"step": 2100
|
| 171 |
-
},
|
| 172 |
-
{
|
| 173 |
-
"epoch": 0.61,
|
| 174 |
-
"learning_rate": 6.092623405435386e-05,
|
| 175 |
-
"loss": 0.2866,
|
| 176 |
-
"step": 2200
|
| 177 |
-
},
|
| 178 |
-
{
|
| 179 |
-
"epoch": 0.64,
|
| 180 |
-
"learning_rate": 6.36993899057127e-05,
|
| 181 |
-
"loss": 0.285,
|
| 182 |
-
"step": 2300
|
| 183 |
-
},
|
| 184 |
-
{
|
| 185 |
-
"epoch": 0.67,
|
| 186 |
-
"learning_rate": 6.647254575707154e-05,
|
| 187 |
-
"loss": 0.2864,
|
| 188 |
-
"step": 2400
|
| 189 |
-
},
|
| 190 |
-
{
|
| 191 |
-
"epoch": 0.69,
|
| 192 |
-
"learning_rate": 6.92457016084304e-05,
|
| 193 |
-
"loss": 0.2795,
|
| 194 |
-
"step": 2500
|
| 195 |
-
},
|
| 196 |
-
{
|
| 197 |
-
"epoch": 0.69,
|
| 198 |
-
"eval_loss": 0.23286376893520355,
|
| 199 |
-
"eval_runtime": 745.9448,
|
| 200 |
-
"eval_samples_per_second": 21.504,
|
| 201 |
-
"eval_steps_per_second": 2.689,
|
| 202 |
-
"eval_wer": 0.19834562474771097,
|
| 203 |
-
"step": 2500
|
| 204 |
-
},
|
| 205 |
-
{
|
| 206 |
-
"epoch": 0.72,
|
| 207 |
-
"learning_rate": 7.201885745978925e-05,
|
| 208 |
-
"loss": 0.2801,
|
| 209 |
-
"step": 2600
|
| 210 |
-
},
|
| 211 |
-
{
|
| 212 |
-
"epoch": 0.75,
|
| 213 |
-
"learning_rate": 7.47920133111481e-05,
|
| 214 |
-
"loss": 0.2814,
|
| 215 |
-
"step": 2700
|
| 216 |
-
},
|
| 217 |
-
{
|
| 218 |
-
"epoch": 0.78,
|
| 219 |
-
"learning_rate": 7.756516916250694e-05,
|
| 220 |
-
"loss": 0.2809,
|
| 221 |
-
"step": 2800
|
| 222 |
-
},
|
| 223 |
-
{
|
| 224 |
-
"epoch": 0.8,
|
| 225 |
-
"learning_rate": 8.033832501386578e-05,
|
| 226 |
-
"loss": 0.2846,
|
| 227 |
-
"step": 2900
|
| 228 |
-
},
|
| 229 |
-
{
|
| 230 |
-
"epoch": 0.83,
|
| 231 |
-
"learning_rate": 8.311148086522463e-05,
|
| 232 |
-
"loss": 0.2863,
|
| 233 |
-
"step": 3000
|
| 234 |
-
},
|
| 235 |
-
{
|
| 236 |
-
"epoch": 0.83,
|
| 237 |
-
"eval_loss": 0.22894535958766937,
|
| 238 |
-
"eval_runtime": 746.0584,
|
| 239 |
-
"eval_samples_per_second": 21.501,
|
| 240 |
-
"eval_steps_per_second": 2.689,
|
| 241 |
-
"eval_wer": 0.19914013493858565,
|
| 242 |
-
"step": 3000
|
| 243 |
-
},
|
| 244 |
-
{
|
| 245 |
-
"epoch": 0.86,
|
| 246 |
-
"learning_rate": 8.588463671658348e-05,
|
| 247 |
-
"loss": 0.2899,
|
| 248 |
-
"step": 3100
|
| 249 |
-
},
|
| 250 |
-
{
|
| 251 |
-
"epoch": 0.89,
|
| 252 |
-
"learning_rate": 8.865779256794232e-05,
|
| 253 |
-
"loss": 0.2825,
|
| 254 |
-
"step": 3200
|
| 255 |
-
},
|
| 256 |
-
{
|
| 257 |
-
"epoch": 0.92,
|
| 258 |
-
"learning_rate": 9.143094841930117e-05,
|
| 259 |
-
"loss": 0.2826,
|
| 260 |
-
"step": 3300
|
| 261 |
-
},
|
| 262 |
-
{
|
| 263 |
-
"epoch": 0.94,
|
| 264 |
-
"learning_rate": 9.420410427066003e-05,
|
| 265 |
-
"loss": 0.2896,
|
| 266 |
-
"step": 3400
|
| 267 |
-
},
|
| 268 |
-
{
|
| 269 |
-
"epoch": 0.97,
|
| 270 |
-
"learning_rate": 9.697726012201886e-05,
|
| 271 |
-
"loss": 0.3063,
|
| 272 |
-
"step": 3500
|
| 273 |
-
},
|
| 274 |
-
{
|
| 275 |
-
"epoch": 0.97,
|
| 276 |
-
"eval_loss": 0.2369552105665207,
|
| 277 |
-
"eval_runtime": 741.3652,
|
| 278 |
-
"eval_samples_per_second": 21.637,
|
| 279 |
-
"eval_steps_per_second": 2.706,
|
| 280 |
-
"eval_wer": 0.20460559617097346,
|
| 281 |
-
"step": 3500
|
| 282 |
-
},
|
| 283 |
-
{
|
| 284 |
-
"epoch": 1.0,
|
| 285 |
-
"learning_rate": 9.97504159733777e-05,
|
| 286 |
-
"loss": 0.2928,
|
| 287 |
-
"step": 3600
|
| 288 |
-
},
|
| 289 |
-
{
|
| 290 |
-
"epoch": 1.03,
|
| 291 |
-
"learning_rate": 9.971960313058483e-05,
|
| 292 |
-
"loss": 0.2767,
|
| 293 |
-
"step": 3700
|
| 294 |
-
},
|
| 295 |
-
{
|
| 296 |
-
"epoch": 1.05,
|
| 297 |
-
"learning_rate": 9.941147470265608e-05,
|
| 298 |
-
"loss": 0.2819,
|
| 299 |
-
"step": 3800
|
| 300 |
-
},
|
| 301 |
-
{
|
| 302 |
-
"epoch": 1.08,
|
| 303 |
-
"learning_rate": 9.910334627472732e-05,
|
| 304 |
-
"loss": 0.2789,
|
| 305 |
-
"step": 3900
|
| 306 |
-
},
|
| 307 |
-
{
|
| 308 |
-
"epoch": 1.11,
|
| 309 |
-
"learning_rate": 9.879521784679855e-05,
|
| 310 |
-
"loss": 0.2766,
|
| 311 |
-
"step": 4000
|
| 312 |
-
},
|
| 313 |
-
{
|
| 314 |
-
"epoch": 1.11,
|
| 315 |
-
"eval_loss": 0.23217500746250153,
|
| 316 |
-
"eval_runtime": 739.5397,
|
| 317 |
-
"eval_samples_per_second": 21.691,
|
| 318 |
-
"eval_steps_per_second": 2.712,
|
| 319 |
-
"eval_wer": 0.20213877017511261,
|
| 320 |
-
"step": 4000
|
| 321 |
-
},
|
| 322 |
-
{
|
| 323 |
-
"epoch": 1.14,
|
| 324 |
-
"learning_rate": 9.848708941886979e-05,
|
| 325 |
-
"loss": 0.2784,
|
| 326 |
-
"step": 4100
|
| 327 |
-
},
|
| 328 |
-
{
|
| 329 |
-
"epoch": 1.16,
|
| 330 |
-
"learning_rate": 9.817896099094103e-05,
|
| 331 |
-
"loss": 0.2712,
|
| 332 |
-
"step": 4200
|
| 333 |
-
},
|
| 334 |
-
{
|
| 335 |
-
"epoch": 1.19,
|
| 336 |
-
"learning_rate": 9.787083256301228e-05,
|
| 337 |
-
"loss": 0.2757,
|
| 338 |
-
"step": 4300
|
| 339 |
-
},
|
| 340 |
-
{
|
| 341 |
-
"epoch": 1.22,
|
| 342 |
-
"learning_rate": 9.75627041350835e-05,
|
| 343 |
-
"loss": 0.2775,
|
| 344 |
-
"step": 4400
|
| 345 |
-
},
|
| 346 |
-
{
|
| 347 |
-
"epoch": 1.25,
|
| 348 |
-
"learning_rate": 9.725457570715475e-05,
|
| 349 |
-
"loss": 0.2749,
|
| 350 |
-
"step": 4500
|
| 351 |
-
},
|
| 352 |
-
{
|
| 353 |
-
"epoch": 1.25,
|
| 354 |
-
"eval_loss": 0.23323854804039001,
|
| 355 |
-
"eval_runtime": 741.5404,
|
| 356 |
-
"eval_samples_per_second": 21.632,
|
| 357 |
-
"eval_steps_per_second": 2.705,
|
| 358 |
-
"eval_wer": 0.20545136508384004,
|
| 359 |
-
"step": 4500
|
| 360 |
-
},
|
| 361 |
-
{
|
| 362 |
-
"epoch": 1.28,
|
| 363 |
-
"learning_rate": 9.694644727922599e-05,
|
| 364 |
-
"loss": 0.2716,
|
| 365 |
-
"step": 4600
|
| 366 |
-
},
|
| 367 |
-
{
|
| 368 |
-
"epoch": 1.3,
|
| 369 |
-
"learning_rate": 9.663831885129723e-05,
|
| 370 |
-
"loss": 0.2718,
|
| 371 |
-
"step": 4700
|
| 372 |
-
},
|
| 373 |
-
{
|
| 374 |
-
"epoch": 1.33,
|
| 375 |
-
"learning_rate": 9.633019042336846e-05,
|
| 376 |
-
"loss": 0.2749,
|
| 377 |
-
"step": 4800
|
| 378 |
-
},
|
| 379 |
-
{
|
| 380 |
-
"epoch": 1.36,
|
| 381 |
-
"learning_rate": 9.60220619954397e-05,
|
| 382 |
-
"loss": 0.2718,
|
| 383 |
-
"step": 4900
|
| 384 |
-
},
|
| 385 |
-
{
|
| 386 |
-
"epoch": 1.39,
|
| 387 |
-
"learning_rate": 9.571393356751093e-05,
|
| 388 |
-
"loss": 0.2769,
|
| 389 |
-
"step": 5000
|
| 390 |
-
},
|
| 391 |
-
{
|
| 392 |
-
"epoch": 1.39,
|
| 393 |
-
"eval_loss": 0.23219896852970123,
|
| 394 |
-
"eval_runtime": 739.3463,
|
| 395 |
-
"eval_samples_per_second": 21.696,
|
| 396 |
-
"eval_steps_per_second": 2.713,
|
| 397 |
-
"eval_wer": 0.20350353364814733,
|
| 398 |
-
"step": 5000
|
| 399 |
-
},
|
| 400 |
-
{
|
| 401 |
-
"epoch": 1.41,
|
| 402 |
-
"learning_rate": 9.540580513958219e-05,
|
| 403 |
-
"loss": 0.2659,
|
| 404 |
-
"step": 5100
|
| 405 |
-
},
|
| 406 |
-
{
|
| 407 |
-
"epoch": 1.44,
|
| 408 |
-
"learning_rate": 9.509767671165342e-05,
|
| 409 |
-
"loss": 0.2668,
|
| 410 |
-
"step": 5200
|
| 411 |
-
},
|
| 412 |
-
{
|
| 413 |
-
"epoch": 1.47,
|
| 414 |
-
"learning_rate": 9.478954828372466e-05,
|
| 415 |
-
"loss": 0.2611,
|
| 416 |
-
"step": 5300
|
| 417 |
-
},
|
| 418 |
-
{
|
| 419 |
-
"epoch": 1.5,
|
| 420 |
-
"learning_rate": 9.44814198557959e-05,
|
| 421 |
-
"loss": 0.2678,
|
| 422 |
-
"step": 5400
|
| 423 |
-
},
|
| 424 |
-
{
|
| 425 |
-
"epoch": 1.53,
|
| 426 |
-
"learning_rate": 9.417329142786714e-05,
|
| 427 |
-
"loss": 0.2628,
|
| 428 |
-
"step": 5500
|
| 429 |
-
},
|
| 430 |
-
{
|
| 431 |
-
"epoch": 1.53,
|
| 432 |
-
"eval_loss": 0.22423435747623444,
|
| 433 |
-
"eval_runtime": 735.686,
|
| 434 |
-
"eval_samples_per_second": 21.804,
|
| 435 |
-
"eval_steps_per_second": 2.727,
|
| 436 |
-
"eval_wer": 0.19482799495101588,
|
| 437 |
-
"step": 5500
|
| 438 |
-
},
|
| 439 |
-
{
|
| 440 |
-
"epoch": 1.55,
|
| 441 |
-
"learning_rate": 9.386516299993839e-05,
|
| 442 |
-
"loss": 0.2608,
|
| 443 |
-
"step": 5600
|
| 444 |
-
},
|
| 445 |
-
{
|
| 446 |
-
"epoch": 1.58,
|
| 447 |
-
"learning_rate": 9.355703457200961e-05,
|
| 448 |
-
"loss": 0.2609,
|
| 449 |
-
"step": 5700
|
| 450 |
-
},
|
| 451 |
-
{
|
| 452 |
-
"epoch": 1.61,
|
| 453 |
-
"learning_rate": 9.324890614408086e-05,
|
| 454 |
-
"loss": 0.2592,
|
| 455 |
-
"step": 5800
|
| 456 |
-
},
|
| 457 |
-
{
|
| 458 |
-
"epoch": 1.64,
|
| 459 |
-
"learning_rate": 9.29407777161521e-05,
|
| 460 |
-
"loss": 0.2544,
|
| 461 |
-
"step": 5900
|
| 462 |
-
},
|
| 463 |
-
{
|
| 464 |
-
"epoch": 1.66,
|
| 465 |
-
"learning_rate": 9.263264928822334e-05,
|
| 466 |
-
"loss": 0.2614,
|
| 467 |
-
"step": 6000
|
| 468 |
-
},
|
| 469 |
-
{
|
| 470 |
-
"epoch": 1.66,
|
| 471 |
-
"eval_loss": 0.23026546835899353,
|
| 472 |
-
"eval_runtime": 738.1222,
|
| 473 |
-
"eval_samples_per_second": 21.732,
|
| 474 |
-
"eval_steps_per_second": 2.718,
|
| 475 |
-
"eval_wer": 0.19623760980579352,
|
| 476 |
-
"step": 6000
|
| 477 |
-
},
|
| 478 |
-
{
|
| 479 |
-
"epoch": 1.69,
|
| 480 |
-
"learning_rate": 9.232452086029457e-05,
|
| 481 |
-
"loss": 0.2555,
|
| 482 |
-
"step": 6100
|
| 483 |
-
},
|
| 484 |
-
{
|
| 485 |
-
"epoch": 1.72,
|
| 486 |
-
"learning_rate": 9.201639243236581e-05,
|
| 487 |
-
"loss": 0.2649,
|
| 488 |
-
"step": 6200
|
| 489 |
-
},
|
| 490 |
-
{
|
| 491 |
-
"epoch": 1.75,
|
| 492 |
-
"learning_rate": 9.170826400443706e-05,
|
| 493 |
-
"loss": 0.2518,
|
| 494 |
-
"step": 6300
|
| 495 |
-
},
|
| 496 |
-
{
|
| 497 |
-
"epoch": 1.77,
|
| 498 |
-
"learning_rate": 9.14001355765083e-05,
|
| 499 |
-
"loss": 0.2548,
|
| 500 |
-
"step": 6400
|
| 501 |
-
},
|
| 502 |
-
{
|
| 503 |
-
"epoch": 1.8,
|
| 504 |
-
"learning_rate": 9.109200714857953e-05,
|
| 505 |
-
"loss": 0.2547,
|
| 506 |
-
"step": 6500
|
| 507 |
-
},
|
| 508 |
-
{
|
| 509 |
-
"epoch": 1.8,
|
| 510 |
-
"eval_loss": 0.22376440465450287,
|
| 511 |
-
"eval_runtime": 739.914,
|
| 512 |
-
"eval_samples_per_second": 21.68,
|
| 513 |
-
"eval_steps_per_second": 2.711,
|
| 514 |
-
"eval_wer": 0.19202798726220757,
|
| 515 |
-
"step": 6500
|
| 516 |
-
},
|
| 517 |
-
{
|
| 518 |
-
"epoch": 1.83,
|
| 519 |
-
"learning_rate": 9.078387872065077e-05,
|
| 520 |
-
"loss": 0.2498,
|
| 521 |
-
"step": 6600
|
| 522 |
-
},
|
| 523 |
-
{
|
| 524 |
-
"epoch": 1.86,
|
| 525 |
-
"learning_rate": 9.047575029272201e-05,
|
| 526 |
-
"loss": 0.2545,
|
| 527 |
-
"step": 6700
|
| 528 |
-
},
|
| 529 |
-
{
|
| 530 |
-
"epoch": 1.89,
|
| 531 |
-
"learning_rate": 9.016762186479325e-05,
|
| 532 |
-
"loss": 0.2545,
|
| 533 |
-
"step": 6800
|
| 534 |
-
},
|
| 535 |
-
{
|
| 536 |
-
"epoch": 1.91,
|
| 537 |
-
"learning_rate": 8.98594934368645e-05,
|
| 538 |
-
"loss": 0.2438,
|
| 539 |
-
"step": 6900
|
| 540 |
-
},
|
| 541 |
-
{
|
| 542 |
-
"epoch": 1.94,
|
| 543 |
-
"learning_rate": 8.955136500893573e-05,
|
| 544 |
-
"loss": 0.2458,
|
| 545 |
-
"step": 7000
|
| 546 |
-
},
|
| 547 |
-
{
|
| 548 |
-
"epoch": 1.94,
|
| 549 |
-
"eval_loss": 0.21862062811851501,
|
| 550 |
-
"eval_runtime": 742.7999,
|
| 551 |
-
"eval_samples_per_second": 21.595,
|
| 552 |
-
"eval_steps_per_second": 2.701,
|
| 553 |
-
"eval_wer": 0.18936253371862807,
|
| 554 |
-
"step": 7000
|
| 555 |
-
},
|
| 556 |
-
{
|
| 557 |
-
"epoch": 1.97,
|
| 558 |
-
"learning_rate": 8.924323658100697e-05,
|
| 559 |
-
"loss": 0.2495,
|
| 560 |
-
"step": 7100
|
| 561 |
-
},
|
| 562 |
-
{
|
| 563 |
-
"epoch": 2.0,
|
| 564 |
-
"learning_rate": 8.893510815307821e-05,
|
| 565 |
-
"loss": 0.2477,
|
| 566 |
-
"step": 7200
|
| 567 |
-
},
|
| 568 |
-
{
|
| 569 |
-
"epoch": 2.02,
|
| 570 |
-
"learning_rate": 8.862697972514945e-05,
|
| 571 |
-
"loss": 0.2383,
|
| 572 |
-
"step": 7300
|
| 573 |
-
},
|
| 574 |
-
{
|
| 575 |
-
"epoch": 2.05,
|
| 576 |
-
"learning_rate": 8.831885129722068e-05,
|
| 577 |
-
"loss": 0.2373,
|
| 578 |
-
"step": 7400
|
| 579 |
-
},
|
| 580 |
-
{
|
| 581 |
-
"epoch": 2.08,
|
| 582 |
-
"learning_rate": 8.801072286929192e-05,
|
| 583 |
-
"loss": 0.231,
|
| 584 |
-
"step": 7500
|
| 585 |
-
},
|
| 586 |
-
{
|
| 587 |
-
"epoch": 2.08,
|
| 588 |
-
"eval_loss": 0.21694478392601013,
|
| 589 |
-
"eval_runtime": 747.3244,
|
| 590 |
-
"eval_samples_per_second": 21.465,
|
| 591 |
-
"eval_steps_per_second": 2.684,
|
| 592 |
-
"eval_wer": 0.1895291245651018,
|
| 593 |
-
"step": 7500
|
| 594 |
-
},
|
| 595 |
-
{
|
| 596 |
-
"epoch": 2.11,
|
| 597 |
-
"learning_rate": 8.770259444136317e-05,
|
| 598 |
-
"loss": 0.2338,
|
| 599 |
-
"step": 7600
|
| 600 |
-
},
|
| 601 |
-
{
|
| 602 |
-
"epoch": 2.14,
|
| 603 |
-
"learning_rate": 8.739446601343441e-05,
|
| 604 |
-
"loss": 0.2307,
|
| 605 |
-
"step": 7700
|
| 606 |
-
},
|
| 607 |
-
{
|
| 608 |
-
"epoch": 2.16,
|
| 609 |
-
"learning_rate": 8.708633758550564e-05,
|
| 610 |
-
"loss": 0.2375,
|
| 611 |
-
"step": 7800
|
| 612 |
-
},
|
| 613 |
-
{
|
| 614 |
-
"epoch": 2.19,
|
| 615 |
-
"learning_rate": 8.677820915757688e-05,
|
| 616 |
-
"loss": 0.2359,
|
| 617 |
-
"step": 7900
|
| 618 |
-
},
|
| 619 |
-
{
|
| 620 |
-
"epoch": 2.22,
|
| 621 |
-
"learning_rate": 8.647008072964812e-05,
|
| 622 |
-
"loss": 0.2309,
|
| 623 |
-
"step": 8000
|
| 624 |
-
},
|
| 625 |
-
{
|
| 626 |
-
"epoch": 2.22,
|
| 627 |
-
"eval_loss": 0.21314306557178497,
|
| 628 |
-
"eval_runtime": 736.606,
|
| 629 |
-
"eval_samples_per_second": 21.777,
|
| 630 |
-
"eval_steps_per_second": 2.723,
|
| 631 |
-
"eval_wer": 0.187011039847249,
|
| 632 |
-
"step": 8000
|
| 633 |
-
},
|
| 634 |
-
{
|
| 635 |
-
"epoch": 2.25,
|
| 636 |
-
"learning_rate": 8.616195230171936e-05,
|
| 637 |
-
"loss": 0.2342,
|
| 638 |
-
"step": 8100
|
| 639 |
-
},
|
| 640 |
-
{
|
| 641 |
-
"epoch": 2.27,
|
| 642 |
-
"learning_rate": 8.58538238737906e-05,
|
| 643 |
-
"loss": 0.2313,
|
| 644 |
-
"step": 8200
|
| 645 |
-
},
|
| 646 |
-
{
|
| 647 |
-
"epoch": 2.3,
|
| 648 |
-
"learning_rate": 8.554569544586184e-05,
|
| 649 |
-
"loss": 0.2299,
|
| 650 |
-
"step": 8300
|
| 651 |
-
},
|
| 652 |
-
{
|
| 653 |
-
"epoch": 2.33,
|
| 654 |
-
"learning_rate": 8.523756701793308e-05,
|
| 655 |
-
"loss": 0.2323,
|
| 656 |
-
"step": 8400
|
| 657 |
-
},
|
| 658 |
-
{
|
| 659 |
-
"epoch": 2.36,
|
| 660 |
-
"learning_rate": 8.492943859000432e-05,
|
| 661 |
-
"loss": 0.2258,
|
| 662 |
-
"step": 8500
|
| 663 |
-
},
|
| 664 |
-
{
|
| 665 |
-
"epoch": 2.36,
|
| 666 |
-
"eval_loss": 0.21330955624580383,
|
| 667 |
-
"eval_runtime": 733.2181,
|
| 668 |
-
"eval_samples_per_second": 21.878,
|
| 669 |
-
"eval_steps_per_second": 2.736,
|
| 670 |
-
"eval_wer": 0.18179546488457177,
|
| 671 |
-
"step": 8500
|
| 672 |
-
},
|
| 673 |
-
{
|
| 674 |
-
"epoch": 2.38,
|
| 675 |
-
"learning_rate": 8.462131016207556e-05,
|
| 676 |
-
"loss": 0.2263,
|
| 677 |
-
"step": 8600
|
| 678 |
-
},
|
| 679 |
-
{
|
| 680 |
-
"epoch": 2.41,
|
| 681 |
-
"learning_rate": 8.431318173414679e-05,
|
| 682 |
-
"loss": 0.2253,
|
| 683 |
-
"step": 8700
|
| 684 |
-
},
|
| 685 |
-
{
|
| 686 |
-
"epoch": 2.44,
|
| 687 |
-
"learning_rate": 8.400505330621803e-05,
|
| 688 |
-
"loss": 0.2302,
|
| 689 |
-
"step": 8800
|
| 690 |
-
},
|
| 691 |
-
{
|
| 692 |
-
"epoch": 2.47,
|
| 693 |
-
"learning_rate": 8.369692487828928e-05,
|
| 694 |
-
"loss": 0.2266,
|
| 695 |
-
"step": 8900
|
| 696 |
-
},
|
| 697 |
-
{
|
| 698 |
-
"epoch": 2.5,
|
| 699 |
-
"learning_rate": 8.338879645036052e-05,
|
| 700 |
-
"loss": 0.2278,
|
| 701 |
-
"step": 9000
|
| 702 |
-
},
|
| 703 |
-
{
|
| 704 |
-
"epoch": 2.5,
|
| 705 |
-
"eval_loss": 0.21764406561851501,
|
| 706 |
-
"eval_runtime": 744.2016,
|
| 707 |
-
"eval_samples_per_second": 21.555,
|
| 708 |
-
"eval_steps_per_second": 2.696,
|
| 709 |
-
"eval_wer": 0.1877799206771277,
|
| 710 |
-
"step": 9000
|
| 711 |
-
},
|
| 712 |
-
{
|
| 713 |
-
"epoch": 2.52,
|
| 714 |
-
"learning_rate": 8.308066802243175e-05,
|
| 715 |
-
"loss": 0.2313,
|
| 716 |
-
"step": 9100
|
| 717 |
-
},
|
| 718 |
-
{
|
| 719 |
-
"epoch": 2.55,
|
| 720 |
-
"learning_rate": 8.277253959450299e-05,
|
| 721 |
-
"loss": 0.2319,
|
| 722 |
-
"step": 9200
|
| 723 |
-
},
|
| 724 |
-
{
|
| 725 |
-
"epoch": 2.58,
|
| 726 |
-
"learning_rate": 8.246441116657423e-05,
|
| 727 |
-
"loss": 0.2264,
|
| 728 |
-
"step": 9300
|
| 729 |
-
},
|
| 730 |
-
{
|
| 731 |
-
"epoch": 2.61,
|
| 732 |
-
"learning_rate": 8.215628273864548e-05,
|
| 733 |
-
"loss": 0.2301,
|
| 734 |
-
"step": 9400
|
| 735 |
-
},
|
| 736 |
-
{
|
| 737 |
-
"epoch": 2.63,
|
| 738 |
-
"learning_rate": 8.18481543107167e-05,
|
| 739 |
-
"loss": 0.2263,
|
| 740 |
-
"step": 9500
|
| 741 |
-
},
|
| 742 |
-
{
|
| 743 |
-
"epoch": 2.63,
|
| 744 |
-
"eval_loss": 0.2029789835214615,
|
| 745 |
-
"eval_runtime": 742.9206,
|
| 746 |
-
"eval_samples_per_second": 21.592,
|
| 747 |
-
"eval_steps_per_second": 2.7,
|
| 748 |
-
"eval_wer": 0.18131491436589758,
|
| 749 |
-
"step": 9500
|
| 750 |
-
},
|
| 751 |
-
{
|
| 752 |
-
"epoch": 2.66,
|
| 753 |
-
"learning_rate": 8.154002588278795e-05,
|
| 754 |
-
"loss": 0.2287,
|
| 755 |
-
"step": 9600
|
| 756 |
-
},
|
| 757 |
-
{
|
| 758 |
-
"epoch": 2.69,
|
| 759 |
-
"learning_rate": 8.123189745485919e-05,
|
| 760 |
-
"loss": 0.2285,
|
| 761 |
-
"step": 9700
|
| 762 |
-
},
|
| 763 |
-
{
|
| 764 |
-
"epoch": 2.72,
|
| 765 |
-
"learning_rate": 8.092376902693043e-05,
|
| 766 |
-
"loss": 0.2272,
|
| 767 |
-
"step": 9800
|
| 768 |
-
},
|
| 769 |
-
{
|
| 770 |
-
"epoch": 2.75,
|
| 771 |
-
"learning_rate": 8.061564059900166e-05,
|
| 772 |
-
"loss": 0.226,
|
| 773 |
-
"step": 9900
|
| 774 |
-
},
|
| 775 |
-
{
|
| 776 |
-
"epoch": 2.77,
|
| 777 |
-
"learning_rate": 8.03075121710729e-05,
|
| 778 |
-
"loss": 0.2262,
|
| 779 |
-
"step": 10000
|
| 780 |
-
},
|
| 781 |
-
{
|
| 782 |
-
"epoch": 2.77,
|
| 783 |
-
"eval_loss": 0.2076706886291504,
|
| 784 |
-
"eval_runtime": 744.0741,
|
| 785 |
-
"eval_samples_per_second": 21.558,
|
| 786 |
-
"eval_steps_per_second": 2.696,
|
| 787 |
-
"eval_wer": 0.1823785328472298,
|
| 788 |
-
"step": 10000
|
| 789 |
-
},
|
| 790 |
-
{
|
| 791 |
-
"epoch": 2.8,
|
| 792 |
-
"learning_rate": 7.999938374314416e-05,
|
| 793 |
-
"loss": 0.2232,
|
| 794 |
-
"step": 10100
|
| 795 |
-
},
|
| 796 |
-
{
|
| 797 |
-
"epoch": 2.83,
|
| 798 |
-
"learning_rate": 7.969433659949467e-05,
|
| 799 |
-
"loss": 0.2214,
|
| 800 |
-
"step": 10200
|
| 801 |
-
},
|
| 802 |
-
{
|
| 803 |
-
"epoch": 2.86,
|
| 804 |
-
"learning_rate": 7.938620817156591e-05,
|
| 805 |
-
"loss": 0.2257,
|
| 806 |
-
"step": 10300
|
| 807 |
-
},
|
| 808 |
-
{
|
| 809 |
-
"epoch": 2.88,
|
| 810 |
-
"learning_rate": 7.907807974363715e-05,
|
| 811 |
-
"loss": 0.2191,
|
| 812 |
-
"step": 10400
|
| 813 |
-
},
|
| 814 |
-
{
|
| 815 |
-
"epoch": 2.91,
|
| 816 |
-
"learning_rate": 7.87699513157084e-05,
|
| 817 |
-
"loss": 0.2228,
|
| 818 |
-
"step": 10500
|
| 819 |
-
},
|
| 820 |
-
{
|
| 821 |
-
"epoch": 2.91,
|
| 822 |
-
"eval_loss": 0.21150091290473938,
|
| 823 |
-
"eval_runtime": 744.436,
|
| 824 |
-
"eval_samples_per_second": 21.548,
|
| 825 |
-
"eval_steps_per_second": 2.695,
|
| 826 |
-
"eval_wer": 0.1839739605692281,
|
| 827 |
-
"step": 10500
|
| 828 |
-
},
|
| 829 |
-
{
|
| 830 |
-
"epoch": 2.94,
|
| 831 |
-
"learning_rate": 7.846182288777964e-05,
|
| 832 |
-
"loss": 0.2249,
|
| 833 |
-
"step": 10600
|
| 834 |
-
},
|
| 835 |
-
{
|
| 836 |
-
"epoch": 2.97,
|
| 837 |
-
"learning_rate": 7.815369445985087e-05,
|
| 838 |
-
"loss": 0.2181,
|
| 839 |
-
"step": 10700
|
| 840 |
-
},
|
| 841 |
-
{
|
| 842 |
-
"epoch": 2.99,
|
| 843 |
-
"learning_rate": 7.784556603192211e-05,
|
| 844 |
-
"loss": 0.2203,
|
| 845 |
-
"step": 10800
|
| 846 |
-
},
|
| 847 |
-
{
|
| 848 |
-
"epoch": 3.02,
|
| 849 |
-
"learning_rate": 7.753743760399335e-05,
|
| 850 |
-
"loss": 0.2174,
|
| 851 |
-
"step": 10900
|
| 852 |
-
},
|
| 853 |
-
{
|
| 854 |
-
"epoch": 3.05,
|
| 855 |
-
"learning_rate": 7.72293091760646e-05,
|
| 856 |
-
"loss": 0.2118,
|
| 857 |
-
"step": 11000
|
| 858 |
-
},
|
| 859 |
-
{
|
| 860 |
-
"epoch": 3.05,
|
| 861 |
-
"eval_loss": 0.20934706926345825,
|
| 862 |
-
"eval_runtime": 749.3869,
|
| 863 |
-
"eval_samples_per_second": 21.405,
|
| 864 |
-
"eval_steps_per_second": 2.677,
|
| 865 |
-
"eval_wer": 0.17822016902563576,
|
| 866 |
-
"step": 11000
|
| 867 |
-
},
|
| 868 |
-
{
|
| 869 |
-
"epoch": 3.08,
|
| 870 |
-
"learning_rate": 7.692118074813582e-05,
|
| 871 |
-
"loss": 0.2136,
|
| 872 |
-
"step": 11100
|
| 873 |
-
},
|
| 874 |
-
{
|
| 875 |
-
"epoch": 3.11,
|
| 876 |
-
"learning_rate": 7.661305232020707e-05,
|
| 877 |
-
"loss": 0.2042,
|
| 878 |
-
"step": 11200
|
| 879 |
-
},
|
| 880 |
-
{
|
| 881 |
-
"epoch": 3.13,
|
| 882 |
-
"learning_rate": 7.630492389227831e-05,
|
| 883 |
-
"loss": 0.2078,
|
| 884 |
-
"step": 11300
|
| 885 |
-
},
|
| 886 |
-
{
|
| 887 |
-
"epoch": 3.16,
|
| 888 |
-
"learning_rate": 7.599679546434955e-05,
|
| 889 |
-
"loss": 0.2066,
|
| 890 |
-
"step": 11400
|
| 891 |
-
},
|
| 892 |
-
{
|
| 893 |
-
"epoch": 3.19,
|
| 894 |
-
"learning_rate": 7.568866703642078e-05,
|
| 895 |
-
"loss": 0.2073,
|
| 896 |
-
"step": 11500
|
| 897 |
-
},
|
| 898 |
-
{
|
| 899 |
-
"epoch": 3.19,
|
| 900 |
-
"eval_loss": 0.20042090117931366,
|
| 901 |
-
"eval_runtime": 741.0274,
|
| 902 |
-
"eval_samples_per_second": 21.647,
|
| 903 |
-
"eval_steps_per_second": 2.707,
|
| 904 |
-
"eval_wer": 0.1756380109052931,
|
| 905 |
-
"step": 11500
|
| 906 |
-
},
|
| 907 |
-
{
|
| 908 |
-
"epoch": 3.22,
|
| 909 |
-
"learning_rate": 7.538053860849202e-05,
|
| 910 |
-
"loss": 0.2026,
|
| 911 |
-
"step": 11600
|
| 912 |
-
},
|
| 913 |
-
{
|
| 914 |
-
"epoch": 3.24,
|
| 915 |
-
"learning_rate": 7.507241018056326e-05,
|
| 916 |
-
"loss": 0.2057,
|
| 917 |
-
"step": 11700
|
| 918 |
-
},
|
| 919 |
-
{
|
| 920 |
-
"epoch": 3.27,
|
| 921 |
-
"learning_rate": 7.47642817526345e-05,
|
| 922 |
-
"loss": 0.2023,
|
| 923 |
-
"step": 11800
|
| 924 |
-
},
|
| 925 |
-
{
|
| 926 |
-
"epoch": 3.3,
|
| 927 |
-
"learning_rate": 7.445615332470575e-05,
|
| 928 |
-
"loss": 0.2023,
|
| 929 |
-
"step": 11900
|
| 930 |
-
},
|
| 931 |
-
{
|
| 932 |
-
"epoch": 3.33,
|
| 933 |
-
"learning_rate": 7.414802489677698e-05,
|
| 934 |
-
"loss": 0.2015,
|
| 935 |
-
"step": 12000
|
| 936 |
-
},
|
| 937 |
-
{
|
| 938 |
-
"epoch": 3.33,
|
| 939 |
-
"eval_loss": 0.19883444905281067,
|
| 940 |
-
"eval_runtime": 747.9432,
|
| 941 |
-
"eval_samples_per_second": 21.447,
|
| 942 |
-
"eval_steps_per_second": 2.682,
|
| 943 |
-
"eval_wer": 0.17481787135342247,
|
| 944 |
-
"step": 12000
|
| 945 |
-
},
|
| 946 |
-
{
|
| 947 |
-
"epoch": 3.36,
|
| 948 |
-
"learning_rate": 7.383989646884822e-05,
|
| 949 |
-
"loss": 0.209,
|
| 950 |
-
"step": 12100
|
| 951 |
-
},
|
| 952 |
-
{
|
| 953 |
-
"epoch": 3.38,
|
| 954 |
-
"learning_rate": 7.353176804091946e-05,
|
| 955 |
-
"loss": 0.2073,
|
| 956 |
-
"step": 12200
|
| 957 |
-
},
|
| 958 |
-
{
|
| 959 |
-
"epoch": 3.41,
|
| 960 |
-
"learning_rate": 7.32236396129907e-05,
|
| 961 |
-
"loss": 0.2113,
|
| 962 |
-
"step": 12300
|
| 963 |
-
},
|
| 964 |
-
{
|
| 965 |
-
"epoch": 3.44,
|
| 966 |
-
"learning_rate": 7.291551118506193e-05,
|
| 967 |
-
"loss": 0.2087,
|
| 968 |
-
"step": 12400
|
| 969 |
-
},
|
| 970 |
-
{
|
| 971 |
-
"epoch": 3.47,
|
| 972 |
-
"learning_rate": 7.261046404141246e-05,
|
| 973 |
-
"loss": 0.214,
|
| 974 |
-
"step": 12500
|
| 975 |
-
},
|
| 976 |
-
{
|
| 977 |
-
"epoch": 3.47,
|
| 978 |
-
"eval_loss": 0.20877334475517273,
|
| 979 |
-
"eval_runtime": 743.8468,
|
| 980 |
-
"eval_samples_per_second": 21.565,
|
| 981 |
-
"eval_steps_per_second": 2.697,
|
| 982 |
-
"eval_wer": 0.18157120797585713,
|
| 983 |
-
"step": 12500
|
| 984 |
-
},
|
| 985 |
-
{
|
| 986 |
-
"epoch": 3.49,
|
| 987 |
-
"learning_rate": 7.230233561348371e-05,
|
| 988 |
-
"loss": 0.2059,
|
| 989 |
-
"step": 12600
|
| 990 |
-
},
|
| 991 |
-
{
|
| 992 |
-
"epoch": 3.52,
|
| 993 |
-
"learning_rate": 7.199420718555494e-05,
|
| 994 |
-
"loss": 0.2027,
|
| 995 |
-
"step": 12700
|
| 996 |
-
},
|
| 997 |
-
{
|
| 998 |
-
"epoch": 3.55,
|
| 999 |
-
"learning_rate": 7.168607875762618e-05,
|
| 1000 |
-
"loss": 0.2057,
|
| 1001 |
-
"step": 12800
|
| 1002 |
-
},
|
| 1003 |
-
{
|
| 1004 |
-
"epoch": 3.58,
|
| 1005 |
-
"learning_rate": 7.137795032969741e-05,
|
| 1006 |
-
"loss": 0.2074,
|
| 1007 |
-
"step": 12900
|
| 1008 |
-
},
|
| 1009 |
-
{
|
| 1010 |
-
"epoch": 3.61,
|
| 1011 |
-
"learning_rate": 7.106982190176867e-05,
|
| 1012 |
-
"loss": 0.2075,
|
| 1013 |
-
"step": 13000
|
| 1014 |
-
},
|
| 1015 |
-
{
|
| 1016 |
-
"epoch": 3.61,
|
| 1017 |
-
"eval_loss": 0.19755592942237854,
|
| 1018 |
-
"eval_runtime": 739.5406,
|
| 1019 |
-
"eval_samples_per_second": 21.69,
|
| 1020 |
-
"eval_steps_per_second": 2.712,
|
| 1021 |
-
"eval_wer": 0.1746256511459528,
|
| 1022 |
-
"step": 13000
|
| 1023 |
-
},
|
| 1024 |
-
{
|
| 1025 |
-
"epoch": 3.63,
|
| 1026 |
-
"learning_rate": 7.07616934738399e-05,
|
| 1027 |
-
"loss": 0.2004,
|
| 1028 |
-
"step": 13100
|
| 1029 |
-
},
|
| 1030 |
-
{
|
| 1031 |
-
"epoch": 3.66,
|
| 1032 |
-
"learning_rate": 7.045356504591114e-05,
|
| 1033 |
-
"loss": 0.2007,
|
| 1034 |
-
"step": 13200
|
| 1035 |
-
},
|
| 1036 |
-
{
|
| 1037 |
-
"epoch": 3.69,
|
| 1038 |
-
"learning_rate": 7.014543661798237e-05,
|
| 1039 |
-
"loss": 0.2027,
|
| 1040 |
-
"step": 13300
|
| 1041 |
-
},
|
| 1042 |
-
{
|
| 1043 |
-
"epoch": 3.72,
|
| 1044 |
-
"learning_rate": 6.983730819005361e-05,
|
| 1045 |
-
"loss": 0.2021,
|
| 1046 |
-
"step": 13400
|
| 1047 |
-
},
|
| 1048 |
-
{
|
| 1049 |
-
"epoch": 3.74,
|
| 1050 |
-
"learning_rate": 6.952917976212485e-05,
|
| 1051 |
-
"loss": 0.2039,
|
| 1052 |
-
"step": 13500
|
| 1053 |
-
},
|
| 1054 |
-
{
|
| 1055 |
-
"epoch": 3.74,
|
| 1056 |
-
"eval_loss": 0.19584038853645325,
|
| 1057 |
-
"eval_runtime": 734.9317,
|
| 1058 |
-
"eval_samples_per_second": 21.827,
|
| 1059 |
-
"eval_steps_per_second": 2.73,
|
| 1060 |
-
"eval_wer": 0.17436935753599322,
|
| 1061 |
-
"step": 13500
|
| 1062 |
-
},
|
| 1063 |
-
{
|
| 1064 |
-
"epoch": 3.77,
|
| 1065 |
-
"learning_rate": 6.922413261847538e-05,
|
| 1066 |
-
"loss": 0.2054,
|
| 1067 |
-
"step": 13600
|
| 1068 |
-
},
|
| 1069 |
-
{
|
| 1070 |
-
"epoch": 3.8,
|
| 1071 |
-
"learning_rate": 6.891600419054662e-05,
|
| 1072 |
-
"loss": 0.2017,
|
| 1073 |
-
"step": 13700
|
| 1074 |
-
},
|
| 1075 |
-
{
|
| 1076 |
-
"epoch": 3.83,
|
| 1077 |
-
"learning_rate": 6.860787576261786e-05,
|
| 1078 |
-
"loss": 0.2021,
|
| 1079 |
-
"step": 13800
|
| 1080 |
-
},
|
| 1081 |
-
{
|
| 1082 |
-
"epoch": 3.85,
|
| 1083 |
-
"learning_rate": 6.82997473346891e-05,
|
| 1084 |
-
"loss": 0.1961,
|
| 1085 |
-
"step": 13900
|
| 1086 |
-
},
|
| 1087 |
-
{
|
| 1088 |
-
"epoch": 3.88,
|
| 1089 |
-
"learning_rate": 6.799161890676035e-05,
|
| 1090 |
-
"loss": 0.2003,
|
| 1091 |
-
"step": 14000
|
| 1092 |
-
},
|
| 1093 |
-
{
|
| 1094 |
-
"epoch": 3.88,
|
| 1095 |
-
"eval_loss": 0.19312596321105957,
|
| 1096 |
-
"eval_runtime": 744.5794,
|
| 1097 |
-
"eval_samples_per_second": 21.544,
|
| 1098 |
-
"eval_steps_per_second": 2.694,
|
| 1099 |
-
"eval_wer": 0.16931396607954072,
|
| 1100 |
-
"step": 14000
|
| 1101 |
-
},
|
| 1102 |
-
{
|
| 1103 |
-
"epoch": 3.91,
|
| 1104 |
-
"learning_rate": 6.768349047883158e-05,
|
| 1105 |
-
"loss": 0.1996,
|
| 1106 |
-
"step": 14100
|
| 1107 |
-
},
|
| 1108 |
-
{
|
| 1109 |
-
"epoch": 3.94,
|
| 1110 |
-
"learning_rate": 6.737536205090282e-05,
|
| 1111 |
-
"loss": 0.1966,
|
| 1112 |
-
"step": 14200
|
| 1113 |
-
},
|
| 1114 |
-
{
|
| 1115 |
-
"epoch": 3.97,
|
| 1116 |
-
"learning_rate": 6.706723362297406e-05,
|
| 1117 |
-
"loss": 0.1976,
|
| 1118 |
-
"step": 14300
|
| 1119 |
-
},
|
| 1120 |
-
{
|
| 1121 |
-
"epoch": 3.99,
|
| 1122 |
-
"learning_rate": 6.67591051950453e-05,
|
| 1123 |
-
"loss": 0.201,
|
| 1124 |
-
"step": 14400
|
| 1125 |
-
},
|
| 1126 |
-
{
|
| 1127 |
-
"epoch": 4.02,
|
| 1128 |
-
"learning_rate": 6.645097676711653e-05,
|
| 1129 |
-
"loss": 0.1886,
|
| 1130 |
-
"step": 14500
|
| 1131 |
-
},
|
| 1132 |
-
{
|
| 1133 |
-
"epoch": 4.02,
|
| 1134 |
-
"eval_loss": 0.19637233018875122,
|
| 1135 |
-
"eval_runtime": 744.2941,
|
| 1136 |
-
"eval_samples_per_second": 21.552,
|
| 1137 |
-
"eval_steps_per_second": 2.695,
|
| 1138 |
-
"eval_wer": 0.1686091586521519,
|
| 1139 |
-
"step": 14500
|
| 1140 |
-
},
|
| 1141 |
-
{
|
| 1142 |
-
"epoch": 4.05,
|
| 1143 |
-
"learning_rate": 6.614284833918778e-05,
|
| 1144 |
-
"loss": 0.1867,
|
| 1145 |
-
"step": 14600
|
| 1146 |
-
},
|
| 1147 |
-
{
|
| 1148 |
-
"epoch": 4.08,
|
| 1149 |
-
"learning_rate": 6.583471991125902e-05,
|
| 1150 |
-
"loss": 0.1885,
|
| 1151 |
-
"step": 14700
|
| 1152 |
-
},
|
| 1153 |
-
{
|
| 1154 |
-
"epoch": 4.1,
|
| 1155 |
-
"learning_rate": 6.552659148333026e-05,
|
| 1156 |
-
"loss": 0.1909,
|
| 1157 |
-
"step": 14800
|
| 1158 |
-
},
|
| 1159 |
-
{
|
| 1160 |
-
"epoch": 4.13,
|
| 1161 |
-
"learning_rate": 6.521846305540149e-05,
|
| 1162 |
-
"loss": 0.189,
|
| 1163 |
-
"step": 14900
|
| 1164 |
-
},
|
| 1165 |
-
{
|
| 1166 |
-
"epoch": 4.16,
|
| 1167 |
-
"learning_rate": 6.491033462747273e-05,
|
| 1168 |
-
"loss": 0.1943,
|
| 1169 |
-
"step": 15000
|
| 1170 |
-
},
|
| 1171 |
-
{
|
| 1172 |
-
"epoch": 4.16,
|
| 1173 |
-
"eval_loss": 0.19862689077854156,
|
| 1174 |
-
"eval_runtime": 743.0072,
|
| 1175 |
-
"eval_samples_per_second": 21.589,
|
| 1176 |
-
"eval_steps_per_second": 2.7,
|
| 1177 |
-
"eval_wer": 0.1745615777434629,
|
| 1178 |
-
"step": 15000
|
| 1179 |
-
},
|
| 1180 |
-
{
|
| 1181 |
-
"epoch": 4.19,
|
| 1182 |
-
"learning_rate": 6.460220619954397e-05,
|
| 1183 |
-
"loss": 0.1936,
|
| 1184 |
-
"step": 15100
|
| 1185 |
-
},
|
| 1186 |
-
{
|
| 1187 |
-
"epoch": 4.22,
|
| 1188 |
-
"learning_rate": 6.429407777161522e-05,
|
| 1189 |
-
"loss": 0.1916,
|
| 1190 |
-
"step": 15200
|
| 1191 |
-
},
|
| 1192 |
-
{
|
| 1193 |
-
"epoch": 4.24,
|
| 1194 |
-
"learning_rate": 6.398594934368644e-05,
|
| 1195 |
-
"loss": 0.1916,
|
| 1196 |
-
"step": 15300
|
| 1197 |
-
},
|
| 1198 |
-
{
|
| 1199 |
-
"epoch": 4.27,
|
| 1200 |
-
"learning_rate": 6.367782091575769e-05,
|
| 1201 |
-
"loss": 0.1871,
|
| 1202 |
-
"step": 15400
|
| 1203 |
-
},
|
| 1204 |
-
{
|
| 1205 |
-
"epoch": 4.3,
|
| 1206 |
-
"learning_rate": 6.336969248782893e-05,
|
| 1207 |
-
"loss": 0.1919,
|
| 1208 |
-
"step": 15500
|
| 1209 |
-
},
|
| 1210 |
-
{
|
| 1211 |
-
"epoch": 4.3,
|
| 1212 |
-
"eval_loss": 0.19568254053592682,
|
| 1213 |
-
"eval_runtime": 742.9429,
|
| 1214 |
-
"eval_samples_per_second": 21.591,
|
| 1215 |
-
"eval_steps_per_second": 2.7,
|
| 1216 |
-
"eval_wer": 0.17001877350692954,
|
| 1217 |
-
"step": 15500
|
| 1218 |
-
},
|
| 1219 |
-
{
|
| 1220 |
-
"epoch": 4.33,
|
| 1221 |
-
"learning_rate": 6.306156405990017e-05,
|
| 1222 |
-
"loss": 0.1955,
|
| 1223 |
-
"step": 15600
|
| 1224 |
-
},
|
| 1225 |
-
{
|
| 1226 |
-
"epoch": 4.35,
|
| 1227 |
-
"learning_rate": 6.275343563197141e-05,
|
| 1228 |
-
"loss": 0.1907,
|
| 1229 |
-
"step": 15700
|
| 1230 |
-
},
|
| 1231 |
-
{
|
| 1232 |
-
"epoch": 4.38,
|
| 1233 |
-
"learning_rate": 6.244530720404264e-05,
|
| 1234 |
-
"loss": 0.1931,
|
| 1235 |
-
"step": 15800
|
| 1236 |
-
},
|
| 1237 |
-
{
|
| 1238 |
-
"epoch": 4.41,
|
| 1239 |
-
"learning_rate": 6.213717877611389e-05,
|
| 1240 |
-
"loss": 0.1889,
|
| 1241 |
-
"step": 15900
|
| 1242 |
-
},
|
| 1243 |
-
{
|
| 1244 |
-
"epoch": 4.44,
|
| 1245 |
-
"learning_rate": 6.182905034818513e-05,
|
| 1246 |
-
"loss": 0.1857,
|
| 1247 |
-
"step": 16000
|
| 1248 |
-
},
|
| 1249 |
-
{
|
| 1250 |
-
"epoch": 4.44,
|
| 1251 |
-
"eval_loss": 0.19073382019996643,
|
| 1252 |
-
"eval_runtime": 741.2082,
|
| 1253 |
-
"eval_samples_per_second": 21.642,
|
| 1254 |
-
"eval_steps_per_second": 2.706,
|
| 1255 |
-
"eval_wer": 0.16714828507538235,
|
| 1256 |
-
"step": 16000
|
| 1257 |
-
},
|
| 1258 |
-
{
|
| 1259 |
-
"epoch": 4.46,
|
| 1260 |
-
"learning_rate": 6.152092192025637e-05,
|
| 1261 |
-
"loss": 0.1768,
|
| 1262 |
-
"step": 16100
|
| 1263 |
-
},
|
| 1264 |
-
{
|
| 1265 |
-
"epoch": 4.49,
|
| 1266 |
-
"learning_rate": 6.12127934923276e-05,
|
| 1267 |
-
"loss": 0.1841,
|
| 1268 |
-
"step": 16200
|
| 1269 |
-
},
|
| 1270 |
-
{
|
| 1271 |
-
"epoch": 4.52,
|
| 1272 |
-
"learning_rate": 6.090466506439885e-05,
|
| 1273 |
-
"loss": 0.1874,
|
| 1274 |
-
"step": 16300
|
| 1275 |
-
},
|
| 1276 |
-
{
|
| 1277 |
-
"epoch": 4.55,
|
| 1278 |
-
"learning_rate": 6.059653663647008e-05,
|
| 1279 |
-
"loss": 0.1845,
|
| 1280 |
-
"step": 16400
|
| 1281 |
-
},
|
| 1282 |
-
{
|
| 1283 |
-
"epoch": 4.58,
|
| 1284 |
-
"learning_rate": 6.0288408208541326e-05,
|
| 1285 |
-
"loss": 0.1834,
|
| 1286 |
-
"step": 16500
|
| 1287 |
-
},
|
| 1288 |
-
{
|
| 1289 |
-
"epoch": 4.58,
|
| 1290 |
-
"eval_loss": 0.18768635392189026,
|
| 1291 |
-
"eval_runtime": 727.4352,
|
| 1292 |
-
"eval_samples_per_second": 22.051,
|
| 1293 |
-
"eval_steps_per_second": 2.758,
|
| 1294 |
-
"eval_wer": 0.16405994707536956,
|
| 1295 |
-
"step": 16500
|
| 1296 |
-
},
|
| 1297 |
-
{
|
| 1298 |
-
"epoch": 4.6,
|
| 1299 |
-
"learning_rate": 5.9980279780612555e-05,
|
| 1300 |
-
"loss": 0.1811,
|
| 1301 |
-
"step": 16600
|
| 1302 |
-
},
|
| 1303 |
-
{
|
| 1304 |
-
"epoch": 4.63,
|
| 1305 |
-
"learning_rate": 5.9675232636963086e-05,
|
| 1306 |
-
"loss": 0.1828,
|
| 1307 |
-
"step": 16700
|
| 1308 |
-
},
|
| 1309 |
-
{
|
| 1310 |
-
"epoch": 4.66,
|
| 1311 |
-
"learning_rate": 5.936710420903433e-05,
|
| 1312 |
-
"loss": 0.1811,
|
| 1313 |
-
"step": 16800
|
| 1314 |
-
},
|
| 1315 |
-
{
|
| 1316 |
-
"epoch": 4.69,
|
| 1317 |
-
"learning_rate": 5.9058975781105564e-05,
|
| 1318 |
-
"loss": 0.1788,
|
| 1319 |
-
"step": 16900
|
| 1320 |
-
},
|
| 1321 |
-
{
|
| 1322 |
-
"epoch": 4.71,
|
| 1323 |
-
"learning_rate": 5.8750847353176806e-05,
|
| 1324 |
-
"loss": 0.18,
|
| 1325 |
-
"step": 17000
|
| 1326 |
-
},
|
| 1327 |
-
{
|
| 1328 |
-
"epoch": 4.71,
|
| 1329 |
-
"eval_loss": 0.18282969295978546,
|
| 1330 |
-
"eval_runtime": 737.0087,
|
| 1331 |
-
"eval_samples_per_second": 21.765,
|
| 1332 |
-
"eval_steps_per_second": 2.722,
|
| 1333 |
-
"eval_wer": 0.16002332271850633,
|
| 1334 |
-
"step": 17000
|
| 1335 |
-
},
|
| 1336 |
-
{
|
| 1337 |
-
"epoch": 4.74,
|
| 1338 |
-
"learning_rate": 5.844271892524804e-05,
|
| 1339 |
-
"loss": 0.1777,
|
| 1340 |
-
"step": 17100
|
| 1341 |
-
},
|
| 1342 |
-
{
|
| 1343 |
-
"epoch": 4.77,
|
| 1344 |
-
"learning_rate": 5.8134590497319284e-05,
|
| 1345 |
-
"loss": 0.1831,
|
| 1346 |
-
"step": 17200
|
| 1347 |
-
},
|
| 1348 |
-
{
|
| 1349 |
-
"epoch": 4.8,
|
| 1350 |
-
"learning_rate": 5.782646206939053e-05,
|
| 1351 |
-
"loss": 0.1811,
|
| 1352 |
-
"step": 17300
|
| 1353 |
-
},
|
| 1354 |
-
{
|
| 1355 |
-
"epoch": 4.83,
|
| 1356 |
-
"learning_rate": 5.751833364146176e-05,
|
| 1357 |
-
"loss": 0.1772,
|
| 1358 |
-
"step": 17400
|
| 1359 |
-
},
|
| 1360 |
-
{
|
| 1361 |
-
"epoch": 4.85,
|
| 1362 |
-
"learning_rate": 5.7210205213533005e-05,
|
| 1363 |
-
"loss": 0.1774,
|
| 1364 |
-
"step": 17500
|
| 1365 |
-
},
|
| 1366 |
-
{
|
| 1367 |
-
"epoch": 4.85,
|
| 1368 |
-
"eval_loss": 0.1862887740135193,
|
| 1369 |
-
"eval_runtime": 738.0056,
|
| 1370 |
-
"eval_samples_per_second": 21.736,
|
| 1371 |
-
"eval_steps_per_second": 2.718,
|
| 1372 |
-
"eval_wer": 0.1604590218554376,
|
| 1373 |
-
"step": 17500
|
| 1374 |
-
},
|
| 1375 |
-
{
|
| 1376 |
-
"epoch": 4.88,
|
| 1377 |
-
"learning_rate": 5.690207678560424e-05,
|
| 1378 |
-
"loss": 0.1761,
|
| 1379 |
-
"step": 17600
|
| 1380 |
-
},
|
| 1381 |
-
{
|
| 1382 |
-
"epoch": 4.91,
|
| 1383 |
-
"learning_rate": 5.659394835767548e-05,
|
| 1384 |
-
"loss": 0.1764,
|
| 1385 |
-
"step": 17700
|
| 1386 |
-
},
|
| 1387 |
-
{
|
| 1388 |
-
"epoch": 4.94,
|
| 1389 |
-
"learning_rate": 5.628581992974672e-05,
|
| 1390 |
-
"loss": 0.1781,
|
| 1391 |
-
"step": 17800
|
| 1392 |
-
},
|
| 1393 |
-
{
|
| 1394 |
-
"epoch": 4.96,
|
| 1395 |
-
"learning_rate": 5.597769150181796e-05,
|
| 1396 |
-
"loss": 0.1781,
|
| 1397 |
-
"step": 17900
|
| 1398 |
-
},
|
| 1399 |
-
{
|
| 1400 |
-
"epoch": 4.99,
|
| 1401 |
-
"learning_rate": 5.5669563073889196e-05,
|
| 1402 |
-
"loss": 0.1755,
|
| 1403 |
-
"step": 18000
|
| 1404 |
-
},
|
| 1405 |
-
{
|
| 1406 |
-
"epoch": 4.99,
|
| 1407 |
-
"eval_loss": 0.18325339257717133,
|
| 1408 |
-
"eval_runtime": 728.9102,
|
| 1409 |
-
"eval_samples_per_second": 22.007,
|
| 1410 |
-
"eval_steps_per_second": 2.752,
|
| 1411 |
-
"eval_wer": 0.15946588411684426,
|
| 1412 |
-
"step": 18000
|
| 1413 |
-
},
|
| 1414 |
-
{
|
| 1415 |
-
"epoch": 5.02,
|
| 1416 |
-
"learning_rate": 5.536143464596044e-05,
|
| 1417 |
-
"loss": 0.1758,
|
| 1418 |
-
"step": 18100
|
| 1419 |
-
},
|
| 1420 |
-
{
|
| 1421 |
-
"epoch": 5.05,
|
| 1422 |
-
"learning_rate": 5.5053306218031675e-05,
|
| 1423 |
-
"loss": 0.163,
|
| 1424 |
-
"step": 18200
|
| 1425 |
-
},
|
| 1426 |
-
{
|
| 1427 |
-
"epoch": 5.07,
|
| 1428 |
-
"learning_rate": 5.474517779010292e-05,
|
| 1429 |
-
"loss": 0.1671,
|
| 1430 |
-
"step": 18300
|
| 1431 |
-
},
|
| 1432 |
-
{
|
| 1433 |
-
"epoch": 5.1,
|
| 1434 |
-
"learning_rate": 5.443704936217415e-05,
|
| 1435 |
-
"loss": 0.1723,
|
| 1436 |
-
"step": 18400
|
| 1437 |
-
},
|
| 1438 |
-
{
|
| 1439 |
-
"epoch": 5.13,
|
| 1440 |
-
"learning_rate": 5.4128920934245395e-05,
|
| 1441 |
-
"loss": 0.1692,
|
| 1442 |
-
"step": 18500
|
| 1443 |
-
},
|
| 1444 |
-
{
|
| 1445 |
-
"epoch": 5.13,
|
| 1446 |
-
"eval_loss": 0.18143832683563232,
|
| 1447 |
-
"eval_runtime": 741.2319,
|
| 1448 |
-
"eval_samples_per_second": 21.641,
|
| 1449 |
-
"eval_steps_per_second": 2.706,
|
| 1450 |
-
"eval_wer": 0.15686450397575463,
|
| 1451 |
-
"step": 18500
|
| 1452 |
-
},
|
| 1453 |
-
{
|
| 1454 |
-
"epoch": 5.16,
|
| 1455 |
-
"learning_rate": 5.382079250631663e-05,
|
| 1456 |
-
"loss": 0.1714,
|
| 1457 |
-
"step": 18600
|
| 1458 |
-
},
|
| 1459 |
-
{
|
| 1460 |
-
"epoch": 5.19,
|
| 1461 |
-
"learning_rate": 5.351266407838787e-05,
|
| 1462 |
-
"loss": 0.1638,
|
| 1463 |
-
"step": 18700
|
| 1464 |
-
},
|
| 1465 |
-
{
|
| 1466 |
-
"epoch": 5.21,
|
| 1467 |
-
"learning_rate": 5.320453565045911e-05,
|
| 1468 |
-
"loss": 0.1626,
|
| 1469 |
-
"step": 18800
|
| 1470 |
-
},
|
| 1471 |
-
{
|
| 1472 |
-
"epoch": 5.24,
|
| 1473 |
-
"learning_rate": 5.289640722253035e-05,
|
| 1474 |
-
"loss": 0.1657,
|
| 1475 |
-
"step": 18900
|
| 1476 |
-
},
|
| 1477 |
-
{
|
| 1478 |
-
"epoch": 5.27,
|
| 1479 |
-
"learning_rate": 5.25882787946016e-05,
|
| 1480 |
-
"loss": 0.1674,
|
| 1481 |
-
"step": 19000
|
| 1482 |
-
},
|
| 1483 |
-
{
|
| 1484 |
-
"epoch": 5.27,
|
| 1485 |
-
"eval_loss": 0.18194520473480225,
|
| 1486 |
-
"eval_runtime": 737.6255,
|
| 1487 |
-
"eval_samples_per_second": 21.747,
|
| 1488 |
-
"eval_steps_per_second": 2.72,
|
| 1489 |
-
"eval_wer": 0.15655054430355414,
|
| 1490 |
-
"step": 19000
|
| 1491 |
-
},
|
| 1492 |
-
{
|
| 1493 |
-
"epoch": 5.3,
|
| 1494 |
-
"learning_rate": 5.228015036667283e-05,
|
| 1495 |
-
"loss": 0.1657,
|
| 1496 |
-
"step": 19100
|
| 1497 |
-
},
|
| 1498 |
-
{
|
| 1499 |
-
"epoch": 5.32,
|
| 1500 |
-
"learning_rate": 5.197202193874408e-05,
|
| 1501 |
-
"loss": 0.1663,
|
| 1502 |
-
"step": 19200
|
| 1503 |
-
},
|
| 1504 |
-
{
|
| 1505 |
-
"epoch": 5.35,
|
| 1506 |
-
"learning_rate": 5.166389351081531e-05,
|
| 1507 |
-
"loss": 0.1683,
|
| 1508 |
-
"step": 19300
|
| 1509 |
-
},
|
| 1510 |
-
{
|
| 1511 |
-
"epoch": 5.38,
|
| 1512 |
-
"learning_rate": 5.135884636716584e-05,
|
| 1513 |
-
"loss": 0.1716,
|
| 1514 |
-
"step": 19400
|
| 1515 |
-
},
|
| 1516 |
-
{
|
| 1517 |
-
"epoch": 5.41,
|
| 1518 |
-
"learning_rate": 5.105071793923708e-05,
|
| 1519 |
-
"loss": 0.1664,
|
| 1520 |
-
"step": 19500
|
| 1521 |
-
},
|
| 1522 |
-
{
|
| 1523 |
-
"epoch": 5.41,
|
| 1524 |
-
"eval_loss": 0.18048684298992157,
|
| 1525 |
-
"eval_runtime": 745.2746,
|
| 1526 |
-
"eval_samples_per_second": 21.524,
|
| 1527 |
-
"eval_steps_per_second": 2.692,
|
| 1528 |
-
"eval_wer": 0.15724894439069398,
|
| 1529 |
-
"step": 19500
|
| 1530 |
-
},
|
| 1531 |
-
{
|
| 1532 |
-
"epoch": 5.44,
|
| 1533 |
-
"learning_rate": 5.0742589511308316e-05,
|
| 1534 |
-
"loss": 0.1714,
|
| 1535 |
-
"step": 19600
|
| 1536 |
-
},
|
| 1537 |
-
{
|
| 1538 |
-
"epoch": 5.46,
|
| 1539 |
-
"learning_rate": 5.043446108337956e-05,
|
| 1540 |
-
"loss": 0.1686,
|
| 1541 |
-
"step": 19700
|
| 1542 |
-
},
|
| 1543 |
-
{
|
| 1544 |
-
"epoch": 5.49,
|
| 1545 |
-
"learning_rate": 5.0126332655450794e-05,
|
| 1546 |
-
"loss": 0.1672,
|
| 1547 |
-
"step": 19800
|
| 1548 |
-
},
|
| 1549 |
-
{
|
| 1550 |
-
"epoch": 5.52,
|
| 1551 |
-
"learning_rate": 4.9818204227522036e-05,
|
| 1552 |
-
"loss": 0.1657,
|
| 1553 |
-
"step": 19900
|
| 1554 |
-
},
|
| 1555 |
-
{
|
| 1556 |
-
"epoch": 5.55,
|
| 1557 |
-
"learning_rate": 4.951007579959328e-05,
|
| 1558 |
-
"loss": 0.1677,
|
| 1559 |
-
"step": 20000
|
| 1560 |
-
},
|
| 1561 |
-
{
|
| 1562 |
-
"epoch": 5.55,
|
| 1563 |
-
"eval_loss": 0.1802615374326706,
|
| 1564 |
-
"eval_runtime": 735.367,
|
| 1565 |
-
"eval_samples_per_second": 21.814,
|
| 1566 |
-
"eval_steps_per_second": 2.728,
|
| 1567 |
-
"eval_wer": 0.15595466166039815,
|
| 1568 |
-
"step": 20000
|
| 1569 |
-
},
|
| 1570 |
-
{
|
| 1571 |
-
"epoch": 5.57,
|
| 1572 |
-
"learning_rate": 4.9201947371664514e-05,
|
| 1573 |
-
"loss": 0.1659,
|
| 1574 |
-
"step": 20100
|
| 1575 |
-
},
|
| 1576 |
-
{
|
| 1577 |
-
"epoch": 5.6,
|
| 1578 |
-
"learning_rate": 4.889381894373575e-05,
|
| 1579 |
-
"loss": 0.1663,
|
| 1580 |
-
"step": 20200
|
| 1581 |
-
},
|
| 1582 |
-
{
|
| 1583 |
-
"epoch": 5.63,
|
| 1584 |
-
"learning_rate": 4.858569051580699e-05,
|
| 1585 |
-
"loss": 0.167,
|
| 1586 |
-
"step": 20300
|
| 1587 |
-
},
|
| 1588 |
-
{
|
| 1589 |
-
"epoch": 5.66,
|
| 1590 |
-
"learning_rate": 4.827756208787823e-05,
|
| 1591 |
-
"loss": 0.1667,
|
| 1592 |
-
"step": 20400
|
| 1593 |
-
},
|
| 1594 |
-
{
|
| 1595 |
-
"epoch": 5.68,
|
| 1596 |
-
"learning_rate": 4.796943365994947e-05,
|
| 1597 |
-
"loss": 0.1637,
|
| 1598 |
-
"step": 20500
|
| 1599 |
-
},
|
| 1600 |
-
{
|
| 1601 |
-
"epoch": 5.68,
|
| 1602 |
-
"eval_loss": 0.17502419650554657,
|
| 1603 |
-
"eval_runtime": 733.6051,
|
| 1604 |
-
"eval_samples_per_second": 21.866,
|
| 1605 |
-
"eval_steps_per_second": 2.734,
|
| 1606 |
-
"eval_wer": 0.15248188324544598,
|
| 1607 |
-
"step": 20500
|
| 1608 |
-
},
|
| 1609 |
-
{
|
| 1610 |
-
"epoch": 5.71,
|
| 1611 |
-
"learning_rate": 4.7661305232020706e-05,
|
| 1612 |
-
"loss": 0.1609,
|
| 1613 |
-
"step": 20600
|
| 1614 |
-
},
|
| 1615 |
-
{
|
| 1616 |
-
"epoch": 5.74,
|
| 1617 |
-
"learning_rate": 4.735317680409195e-05,
|
| 1618 |
-
"loss": 0.1658,
|
| 1619 |
-
"step": 20700
|
| 1620 |
-
},
|
| 1621 |
-
{
|
| 1622 |
-
"epoch": 5.77,
|
| 1623 |
-
"learning_rate": 4.7045048376163184e-05,
|
| 1624 |
-
"loss": 0.1671,
|
| 1625 |
-
"step": 20800
|
| 1626 |
-
},
|
| 1627 |
-
{
|
| 1628 |
-
"epoch": 5.8,
|
| 1629 |
-
"learning_rate": 4.6736919948234426e-05,
|
| 1630 |
-
"loss": 0.1631,
|
| 1631 |
-
"step": 20900
|
| 1632 |
-
},
|
| 1633 |
-
{
|
| 1634 |
-
"epoch": 5.82,
|
| 1635 |
-
"learning_rate": 4.643187280458495e-05,
|
| 1636 |
-
"loss": 0.1628,
|
| 1637 |
-
"step": 21000
|
| 1638 |
-
},
|
| 1639 |
-
{
|
| 1640 |
-
"epoch": 5.82,
|
| 1641 |
-
"eval_loss": 0.17739933729171753,
|
| 1642 |
-
"eval_runtime": 734.3058,
|
| 1643 |
-
"eval_samples_per_second": 21.845,
|
| 1644 |
-
"eval_steps_per_second": 2.732,
|
| 1645 |
-
"eval_wer": 0.1531866906728348,
|
| 1646 |
-
"step": 21000
|
| 1647 |
-
},
|
| 1648 |
-
{
|
| 1649 |
-
"epoch": 5.85,
|
| 1650 |
-
"learning_rate": 4.612374437665619e-05,
|
| 1651 |
-
"loss": 0.166,
|
| 1652 |
-
"step": 21100
|
| 1653 |
-
},
|
| 1654 |
-
{
|
| 1655 |
-
"epoch": 5.88,
|
| 1656 |
-
"learning_rate": 4.581561594872743e-05,
|
| 1657 |
-
"loss": 0.1666,
|
| 1658 |
-
"step": 21200
|
| 1659 |
-
},
|
| 1660 |
-
{
|
| 1661 |
-
"epoch": 5.91,
|
| 1662 |
-
"learning_rate": 4.550748752079867e-05,
|
| 1663 |
-
"loss": 0.1623,
|
| 1664 |
-
"step": 21300
|
| 1665 |
-
},
|
| 1666 |
-
{
|
| 1667 |
-
"epoch": 5.93,
|
| 1668 |
-
"learning_rate": 4.5199359092869906e-05,
|
| 1669 |
-
"loss": 0.166,
|
| 1670 |
-
"step": 21400
|
| 1671 |
-
},
|
| 1672 |
-
{
|
| 1673 |
-
"epoch": 5.96,
|
| 1674 |
-
"learning_rate": 4.489123066494115e-05,
|
| 1675 |
-
"loss": 0.1645,
|
| 1676 |
-
"step": 21500
|
| 1677 |
-
},
|
| 1678 |
-
{
|
| 1679 |
-
"epoch": 5.96,
|
| 1680 |
-
"eval_loss": 0.1743806153535843,
|
| 1681 |
-
"eval_runtime": 735.7033,
|
| 1682 |
-
"eval_samples_per_second": 21.804,
|
| 1683 |
-
"eval_steps_per_second": 2.727,
|
| 1684 |
-
"eval_wer": 0.15269332547366263,
|
| 1685 |
-
"step": 21500
|
| 1686 |
-
},
|
| 1687 |
-
{
|
| 1688 |
-
"epoch": 5.99,
|
| 1689 |
-
"learning_rate": 4.4583102237012384e-05,
|
| 1690 |
-
"loss": 0.1625,
|
| 1691 |
-
"step": 21600
|
| 1692 |
-
},
|
| 1693 |
-
{
|
| 1694 |
-
"epoch": 6.02,
|
| 1695 |
-
"learning_rate": 4.427497380908363e-05,
|
| 1696 |
-
"loss": 0.1587,
|
| 1697 |
-
"step": 21700
|
| 1698 |
-
},
|
| 1699 |
-
{
|
| 1700 |
-
"epoch": 6.05,
|
| 1701 |
-
"learning_rate": 4.396684538115487e-05,
|
| 1702 |
-
"loss": 0.1545,
|
| 1703 |
-
"step": 21800
|
| 1704 |
-
},
|
| 1705 |
-
{
|
| 1706 |
-
"epoch": 6.07,
|
| 1707 |
-
"learning_rate": 4.365871695322611e-05,
|
| 1708 |
-
"loss": 0.1524,
|
| 1709 |
-
"step": 21900
|
| 1710 |
-
},
|
| 1711 |
-
{
|
| 1712 |
-
"epoch": 6.1,
|
| 1713 |
-
"learning_rate": 4.335058852529735e-05,
|
| 1714 |
-
"loss": 0.1551,
|
| 1715 |
-
"step": 22000
|
| 1716 |
-
},
|
| 1717 |
-
{
|
| 1718 |
-
"epoch": 6.1,
|
| 1719 |
-
"eval_loss": 0.17782124876976013,
|
| 1720 |
-
"eval_runtime": 736.3789,
|
| 1721 |
-
"eval_samples_per_second": 21.784,
|
| 1722 |
-
"eval_steps_per_second": 2.724,
|
| 1723 |
-
"eval_wer": 0.15429516053590994,
|
| 1724 |
-
"step": 22000
|
| 1725 |
-
},
|
| 1726 |
-
{
|
| 1727 |
-
"epoch": 6.13,
|
| 1728 |
-
"learning_rate": 4.304246009736859e-05,
|
| 1729 |
-
"loss": 0.1528,
|
| 1730 |
-
"step": 22100
|
| 1731 |
-
},
|
| 1732 |
-
{
|
| 1733 |
-
"epoch": 6.16,
|
| 1734 |
-
"learning_rate": 4.2734331669439825e-05,
|
| 1735 |
-
"loss": 0.1513,
|
| 1736 |
-
"step": 22200
|
| 1737 |
-
},
|
| 1738 |
-
{
|
| 1739 |
-
"epoch": 6.18,
|
| 1740 |
-
"learning_rate": 4.242620324151107e-05,
|
| 1741 |
-
"loss": 0.1527,
|
| 1742 |
-
"step": 22300
|
| 1743 |
-
},
|
| 1744 |
-
{
|
| 1745 |
-
"epoch": 6.21,
|
| 1746 |
-
"learning_rate": 4.21180748135823e-05,
|
| 1747 |
-
"loss": 0.1522,
|
| 1748 |
-
"step": 22400
|
| 1749 |
-
},
|
| 1750 |
-
{
|
| 1751 |
-
"epoch": 6.24,
|
| 1752 |
-
"learning_rate": 4.1809946385653545e-05,
|
| 1753 |
-
"loss": 0.1505,
|
| 1754 |
-
"step": 22500
|
| 1755 |
-
},
|
| 1756 |
-
{
|
| 1757 |
-
"epoch": 6.24,
|
| 1758 |
-
"eval_loss": 0.1753922700881958,
|
| 1759 |
-
"eval_runtime": 732.6709,
|
| 1760 |
-
"eval_samples_per_second": 21.894,
|
| 1761 |
-
"eval_steps_per_second": 2.738,
|
| 1762 |
-
"eval_wer": 0.15279584291764645,
|
| 1763 |
-
"step": 22500
|
| 1764 |
-
},
|
| 1765 |
-
{
|
| 1766 |
-
"epoch": 6.27,
|
| 1767 |
-
"learning_rate": 4.150181795772478e-05,
|
| 1768 |
-
"loss": 0.1528,
|
| 1769 |
-
"step": 22600
|
| 1770 |
-
},
|
| 1771 |
-
{
|
| 1772 |
-
"epoch": 6.3,
|
| 1773 |
-
"learning_rate": 4.119368952979602e-05,
|
| 1774 |
-
"loss": 0.1533,
|
| 1775 |
-
"step": 22700
|
| 1776 |
-
},
|
| 1777 |
-
{
|
| 1778 |
-
"epoch": 6.32,
|
| 1779 |
-
"learning_rate": 4.088556110186726e-05,
|
| 1780 |
-
"loss": 0.1529,
|
| 1781 |
-
"step": 22800
|
| 1782 |
-
},
|
| 1783 |
-
{
|
| 1784 |
-
"epoch": 6.35,
|
| 1785 |
-
"learning_rate": 4.05774326739385e-05,
|
| 1786 |
-
"loss": 0.1516,
|
| 1787 |
-
"step": 22900
|
| 1788 |
-
},
|
| 1789 |
-
{
|
| 1790 |
-
"epoch": 6.38,
|
| 1791 |
-
"learning_rate": 4.026930424600974e-05,
|
| 1792 |
-
"loss": 0.1499,
|
| 1793 |
-
"step": 23000
|
| 1794 |
-
},
|
| 1795 |
-
{
|
| 1796 |
-
"epoch": 6.38,
|
| 1797 |
-
"eval_loss": 0.17432022094726562,
|
| 1798 |
-
"eval_runtime": 727.4564,
|
| 1799 |
-
"eval_samples_per_second": 22.051,
|
| 1800 |
-
"eval_steps_per_second": 2.758,
|
| 1801 |
-
"eval_wer": 0.14998302054834017,
|
| 1802 |
-
"step": 23000
|
| 1803 |
-
},
|
| 1804 |
-
{
|
| 1805 |
-
"epoch": 6.41,
|
| 1806 |
-
"learning_rate": 3.996117581808097e-05,
|
| 1807 |
-
"loss": 0.1494,
|
| 1808 |
-
"step": 23100
|
| 1809 |
-
},
|
| 1810 |
-
{
|
| 1811 |
-
"epoch": 6.43,
|
| 1812 |
-
"learning_rate": 3.9653047390152215e-05,
|
| 1813 |
-
"loss": 0.1517,
|
| 1814 |
-
"step": 23200
|
| 1815 |
-
},
|
| 1816 |
-
{
|
| 1817 |
-
"epoch": 6.46,
|
| 1818 |
-
"learning_rate": 3.934491896222346e-05,
|
| 1819 |
-
"loss": 0.1485,
|
| 1820 |
-
"step": 23300
|
| 1821 |
-
},
|
| 1822 |
-
{
|
| 1823 |
-
"epoch": 6.49,
|
| 1824 |
-
"learning_rate": 3.90367905342947e-05,
|
| 1825 |
-
"loss": 0.1472,
|
| 1826 |
-
"step": 23400
|
| 1827 |
-
},
|
| 1828 |
-
{
|
| 1829 |
-
"epoch": 6.52,
|
| 1830 |
-
"learning_rate": 3.8728662106365935e-05,
|
| 1831 |
-
"loss": 0.1491,
|
| 1832 |
-
"step": 23500
|
| 1833 |
-
},
|
| 1834 |
-
{
|
| 1835 |
-
"epoch": 6.52,
|
| 1836 |
-
"eval_loss": 0.1684291511774063,
|
| 1837 |
-
"eval_runtime": 725.7122,
|
| 1838 |
-
"eval_samples_per_second": 22.104,
|
| 1839 |
-
"eval_steps_per_second": 2.764,
|
| 1840 |
-
"eval_wer": 0.1472855303035157,
|
| 1841 |
-
"step": 23500
|
| 1842 |
-
},
|
| 1843 |
-
{
|
| 1844 |
-
"epoch": 6.54,
|
| 1845 |
-
"learning_rate": 3.842053367843718e-05,
|
| 1846 |
-
"loss": 0.1466,
|
| 1847 |
-
"step": 23600
|
| 1848 |
-
},
|
| 1849 |
-
{
|
| 1850 |
-
"epoch": 6.57,
|
| 1851 |
-
"learning_rate": 3.8112405250508413e-05,
|
| 1852 |
-
"loss": 0.1454,
|
| 1853 |
-
"step": 23700
|
| 1854 |
-
},
|
| 1855 |
-
{
|
| 1856 |
-
"epoch": 6.6,
|
| 1857 |
-
"learning_rate": 3.7804276822579656e-05,
|
| 1858 |
-
"loss": 0.1473,
|
| 1859 |
-
"step": 23800
|
| 1860 |
-
},
|
| 1861 |
-
{
|
| 1862 |
-
"epoch": 6.63,
|
| 1863 |
-
"learning_rate": 3.749614839465089e-05,
|
| 1864 |
-
"loss": 0.1447,
|
| 1865 |
-
"step": 23900
|
| 1866 |
-
},
|
| 1867 |
-
{
|
| 1868 |
-
"epoch": 6.66,
|
| 1869 |
-
"learning_rate": 3.7188019966722134e-05,
|
| 1870 |
-
"loss": 0.1477,
|
| 1871 |
-
"step": 24000
|
| 1872 |
-
},
|
| 1873 |
-
{
|
| 1874 |
-
"epoch": 6.66,
|
| 1875 |
-
"eval_loss": 0.16609960794448853,
|
| 1876 |
-
"eval_runtime": 737.8035,
|
| 1877 |
-
"eval_samples_per_second": 21.742,
|
| 1878 |
-
"eval_steps_per_second": 2.719,
|
| 1879 |
-
"eval_wer": 0.14721504956077683,
|
| 1880 |
-
"step": 24000
|
| 1881 |
-
},
|
| 1882 |
-
{
|
| 1883 |
-
"epoch": 6.68,
|
| 1884 |
-
"learning_rate": 3.687989153879337e-05,
|
| 1885 |
-
"loss": 0.1499,
|
| 1886 |
-
"step": 24100
|
| 1887 |
-
},
|
| 1888 |
-
{
|
| 1889 |
-
"epoch": 6.71,
|
| 1890 |
-
"learning_rate": 3.657176311086461e-05,
|
| 1891 |
-
"loss": 0.1468,
|
| 1892 |
-
"step": 24200
|
| 1893 |
-
},
|
| 1894 |
-
{
|
| 1895 |
-
"epoch": 6.74,
|
| 1896 |
-
"learning_rate": 3.626363468293585e-05,
|
| 1897 |
-
"loss": 0.1481,
|
| 1898 |
-
"step": 24300
|
| 1899 |
-
},
|
| 1900 |
-
{
|
| 1901 |
-
"epoch": 6.77,
|
| 1902 |
-
"learning_rate": 3.595550625500709e-05,
|
| 1903 |
-
"loss": 0.1485,
|
| 1904 |
-
"step": 24400
|
| 1905 |
-
},
|
| 1906 |
-
{
|
| 1907 |
-
"epoch": 6.79,
|
| 1908 |
-
"learning_rate": 3.5647377827078326e-05,
|
| 1909 |
-
"loss": 0.1456,
|
| 1910 |
-
"step": 24500
|
| 1911 |
-
},
|
| 1912 |
-
{
|
| 1913 |
-
"epoch": 6.79,
|
| 1914 |
-
"eval_loss": 0.1653786450624466,
|
| 1915 |
-
"eval_runtime": 730.3018,
|
| 1916 |
-
"eval_samples_per_second": 21.965,
|
| 1917 |
-
"eval_steps_per_second": 2.747,
|
| 1918 |
-
"eval_wer": 0.14399856475578424,
|
| 1919 |
-
"step": 24500
|
| 1920 |
-
},
|
| 1921 |
-
{
|
| 1922 |
-
"epoch": 6.82,
|
| 1923 |
-
"learning_rate": 3.533924939914957e-05,
|
| 1924 |
-
"loss": 0.1442,
|
| 1925 |
-
"step": 24600
|
| 1926 |
-
},
|
| 1927 |
-
{
|
| 1928 |
-
"epoch": 6.85,
|
| 1929 |
-
"learning_rate": 3.5031120971220804e-05,
|
| 1930 |
-
"loss": 0.1434,
|
| 1931 |
-
"step": 24700
|
| 1932 |
-
},
|
| 1933 |
-
{
|
| 1934 |
-
"epoch": 6.88,
|
| 1935 |
-
"learning_rate": 3.4722992543292046e-05,
|
| 1936 |
-
"loss": 0.1494,
|
| 1937 |
-
"step": 24800
|
| 1938 |
-
},
|
| 1939 |
-
{
|
| 1940 |
-
"epoch": 6.91,
|
| 1941 |
-
"learning_rate": 3.441486411536329e-05,
|
| 1942 |
-
"loss": 0.1463,
|
| 1943 |
-
"step": 24900
|
| 1944 |
-
},
|
| 1945 |
-
{
|
| 1946 |
-
"epoch": 6.93,
|
| 1947 |
-
"learning_rate": 3.4106735687434524e-05,
|
| 1948 |
-
"loss": 0.1415,
|
| 1949 |
-
"step": 25000
|
| 1950 |
-
},
|
| 1951 |
-
{
|
| 1952 |
-
"epoch": 6.93,
|
| 1953 |
-
"eval_loss": 0.16542479395866394,
|
| 1954 |
-
"eval_runtime": 729.304,
|
| 1955 |
-
"eval_samples_per_second": 21.995,
|
| 1956 |
-
"eval_steps_per_second": 2.751,
|
| 1957 |
-
"eval_wer": 0.14476744558566293,
|
| 1958 |
-
"step": 25000
|
| 1959 |
-
},
|
| 1960 |
-
{
|
| 1961 |
-
"epoch": 6.96,
|
| 1962 |
-
"learning_rate": 3.3798607259505766e-05,
|
| 1963 |
-
"loss": 0.1413,
|
| 1964 |
-
"step": 25100
|
| 1965 |
-
},
|
| 1966 |
-
{
|
| 1967 |
-
"epoch": 6.99,
|
| 1968 |
-
"learning_rate": 3.3490478831577e-05,
|
| 1969 |
-
"loss": 0.1461,
|
| 1970 |
-
"step": 25200
|
| 1971 |
-
},
|
| 1972 |
-
{
|
| 1973 |
-
"epoch": 7.02,
|
| 1974 |
-
"learning_rate": 3.3182350403648244e-05,
|
| 1975 |
-
"loss": 0.1392,
|
| 1976 |
-
"step": 25300
|
| 1977 |
-
},
|
| 1978 |
-
{
|
| 1979 |
-
"epoch": 7.04,
|
| 1980 |
-
"learning_rate": 3.287422197571948e-05,
|
| 1981 |
-
"loss": 0.1311,
|
| 1982 |
-
"step": 25400
|
| 1983 |
-
},
|
| 1984 |
-
{
|
| 1985 |
-
"epoch": 7.07,
|
| 1986 |
-
"learning_rate": 3.256609354779072e-05,
|
| 1987 |
-
"loss": 0.136,
|
| 1988 |
-
"step": 25500
|
| 1989 |
-
},
|
| 1990 |
-
{
|
| 1991 |
-
"epoch": 7.07,
|
| 1992 |
-
"eval_loss": 0.1615738570690155,
|
| 1993 |
-
"eval_runtime": 742.2272,
|
| 1994 |
-
"eval_samples_per_second": 21.612,
|
| 1995 |
-
"eval_steps_per_second": 2.703,
|
| 1996 |
-
"eval_wer": 0.1406667478263098,
|
| 1997 |
-
"step": 25500
|
| 1998 |
-
},
|
| 1999 |
-
{
|
| 2000 |
-
"epoch": 7.1,
|
| 2001 |
-
"learning_rate": 3.225796511986196e-05,
|
| 2002 |
-
"loss": 0.1328,
|
| 2003 |
-
"step": 25600
|
| 2004 |
-
},
|
| 2005 |
-
{
|
| 2006 |
-
"epoch": 7.13,
|
| 2007 |
-
"learning_rate": 3.19498366919332e-05,
|
| 2008 |
-
"loss": 0.1355,
|
| 2009 |
-
"step": 25700
|
| 2010 |
-
},
|
| 2011 |
-
{
|
| 2012 |
-
"epoch": 7.15,
|
| 2013 |
-
"learning_rate": 3.164787083256301e-05,
|
| 2014 |
-
"loss": 0.1378,
|
| 2015 |
-
"step": 25800
|
| 2016 |
-
},
|
| 2017 |
-
{
|
| 2018 |
-
"epoch": 7.18,
|
| 2019 |
-
"learning_rate": 3.1339742404634255e-05,
|
| 2020 |
-
"loss": 0.1321,
|
| 2021 |
-
"step": 25900
|
| 2022 |
-
},
|
| 2023 |
-
{
|
| 2024 |
-
"epoch": 7.21,
|
| 2025 |
-
"learning_rate": 3.103161397670549e-05,
|
| 2026 |
-
"loss": 0.132,
|
| 2027 |
-
"step": 26000
|
| 2028 |
-
},
|
| 2029 |
-
{
|
| 2030 |
-
"epoch": 7.21,
|
| 2031 |
-
"eval_loss": 0.16245120763778687,
|
| 2032 |
-
"eval_runtime": 782.6075,
|
| 2033 |
-
"eval_samples_per_second": 20.497,
|
| 2034 |
-
"eval_steps_per_second": 2.563,
|
| 2035 |
-
"eval_wer": 0.14099992951925727,
|
| 2036 |
-
"step": 26000
|
| 2037 |
-
},
|
| 2038 |
-
{
|
| 2039 |
-
"epoch": 7.24,
|
| 2040 |
-
"learning_rate": 3.072348554877673e-05,
|
| 2041 |
-
"loss": 0.133,
|
| 2042 |
-
"step": 26100
|
| 2043 |
-
},
|
| 2044 |
-
{
|
| 2045 |
-
"epoch": 7.27,
|
| 2046 |
-
"learning_rate": 3.0415357120847972e-05,
|
| 2047 |
-
"loss": 0.1325,
|
| 2048 |
-
"step": 26200
|
| 2049 |
-
},
|
| 2050 |
-
{
|
| 2051 |
-
"epoch": 7.29,
|
| 2052 |
-
"learning_rate": 3.010722869291921e-05,
|
| 2053 |
-
"loss": 0.1323,
|
| 2054 |
-
"step": 26300
|
| 2055 |
-
},
|
| 2056 |
-
{
|
| 2057 |
-
"epoch": 7.32,
|
| 2058 |
-
"learning_rate": 2.9799100264990447e-05,
|
| 2059 |
-
"loss": 0.1347,
|
| 2060 |
-
"step": 26400
|
| 2061 |
-
},
|
| 2062 |
-
{
|
| 2063 |
-
"epoch": 7.35,
|
| 2064 |
-
"learning_rate": 2.9490971837061686e-05,
|
| 2065 |
-
"loss": 0.1323,
|
| 2066 |
-
"step": 26500
|
| 2067 |
-
},
|
| 2068 |
-
{
|
| 2069 |
-
"epoch": 7.35,
|
| 2070 |
-
"eval_loss": 0.16042262315750122,
|
| 2071 |
-
"eval_runtime": 776.612,
|
| 2072 |
-
"eval_samples_per_second": 20.655,
|
| 2073 |
-
"eval_steps_per_second": 2.583,
|
| 2074 |
-
"eval_wer": 0.14037201017485632,
|
| 2075 |
-
"step": 26500
|
| 2076 |
-
},
|
| 2077 |
-
{
|
| 2078 |
-
"epoch": 7.38,
|
| 2079 |
-
"learning_rate": 2.9182843409132925e-05,
|
| 2080 |
-
"loss": 0.1321,
|
| 2081 |
-
"step": 26600
|
| 2082 |
-
},
|
| 2083 |
-
{
|
| 2084 |
-
"epoch": 7.4,
|
| 2085 |
-
"learning_rate": 2.8874714981204164e-05,
|
| 2086 |
-
"loss": 0.1328,
|
| 2087 |
-
"step": 26700
|
| 2088 |
-
},
|
| 2089 |
-
{
|
| 2090 |
-
"epoch": 7.43,
|
| 2091 |
-
"learning_rate": 2.8566586553275403e-05,
|
| 2092 |
-
"loss": 0.1312,
|
| 2093 |
-
"step": 26800
|
| 2094 |
-
},
|
| 2095 |
-
{
|
| 2096 |
-
"epoch": 7.46,
|
| 2097 |
-
"learning_rate": 2.825845812534665e-05,
|
| 2098 |
-
"loss": 0.1328,
|
| 2099 |
-
"step": 26900
|
| 2100 |
-
},
|
| 2101 |
-
{
|
| 2102 |
-
"epoch": 7.49,
|
| 2103 |
-
"learning_rate": 2.7950329697417887e-05,
|
| 2104 |
-
"loss": 0.1338,
|
| 2105 |
-
"step": 27000
|
| 2106 |
-
},
|
| 2107 |
-
{
|
| 2108 |
-
"epoch": 7.49,
|
| 2109 |
-
"eval_loss": 0.1574241816997528,
|
| 2110 |
-
"eval_runtime": 761.9403,
|
| 2111 |
-
"eval_samples_per_second": 21.053,
|
| 2112 |
-
"eval_steps_per_second": 2.633,
|
| 2113 |
-
"eval_wer": 0.1386484356478782,
|
| 2114 |
-
"step": 27000
|
| 2115 |
-
},
|
| 2116 |
-
{
|
| 2117 |
-
"epoch": 7.52,
|
| 2118 |
-
"learning_rate": 2.7642201269489126e-05,
|
| 2119 |
-
"loss": 0.1318,
|
| 2120 |
-
"step": 27100
|
| 2121 |
-
},
|
| 2122 |
-
{
|
| 2123 |
-
"epoch": 7.54,
|
| 2124 |
-
"learning_rate": 2.7334072841560365e-05,
|
| 2125 |
-
"loss": 0.1319,
|
| 2126 |
-
"step": 27200
|
| 2127 |
-
},
|
| 2128 |
-
{
|
| 2129 |
-
"epoch": 7.57,
|
| 2130 |
-
"learning_rate": 2.7025944413631604e-05,
|
| 2131 |
-
"loss": 0.1315,
|
| 2132 |
-
"step": 27300
|
| 2133 |
-
},
|
| 2134 |
-
{
|
| 2135 |
-
"epoch": 7.6,
|
| 2136 |
-
"learning_rate": 2.6717815985702843e-05,
|
| 2137 |
-
"loss": 0.1328,
|
| 2138 |
-
"step": 27400
|
| 2139 |
-
},
|
| 2140 |
-
{
|
| 2141 |
-
"epoch": 7.63,
|
| 2142 |
-
"learning_rate": 2.6409687557774082e-05,
|
| 2143 |
-
"loss": 0.13,
|
| 2144 |
-
"step": 27500
|
| 2145 |
-
},
|
| 2146 |
-
{
|
| 2147 |
-
"epoch": 7.63,
|
| 2148 |
-
"eval_loss": 0.15763409435749054,
|
| 2149 |
-
"eval_runtime": 758.2506,
|
| 2150 |
-
"eval_samples_per_second": 21.155,
|
| 2151 |
-
"eval_steps_per_second": 2.646,
|
| 2152 |
-
"eval_wer": 0.13843058607941258,
|
| 2153 |
-
"step": 27500
|
| 2154 |
-
},
|
| 2155 |
-
{
|
| 2156 |
-
"epoch": 7.65,
|
| 2157 |
-
"learning_rate": 2.610155912984532e-05,
|
| 2158 |
-
"loss": 0.1278,
|
| 2159 |
-
"step": 27600
|
| 2160 |
-
},
|
| 2161 |
-
{
|
| 2162 |
-
"epoch": 7.68,
|
| 2163 |
-
"learning_rate": 2.579343070191656e-05,
|
| 2164 |
-
"loss": 0.1299,
|
| 2165 |
-
"step": 27700
|
| 2166 |
-
},
|
| 2167 |
-
{
|
| 2168 |
-
"epoch": 7.71,
|
| 2169 |
-
"learning_rate": 2.54853022739878e-05,
|
| 2170 |
-
"loss": 0.13,
|
| 2171 |
-
"step": 27800
|
| 2172 |
-
},
|
| 2173 |
-
{
|
| 2174 |
-
"epoch": 7.74,
|
| 2175 |
-
"learning_rate": 2.517717384605904e-05,
|
| 2176 |
-
"loss": 0.1306,
|
| 2177 |
-
"step": 27900
|
| 2178 |
-
},
|
| 2179 |
-
{
|
| 2180 |
-
"epoch": 7.76,
|
| 2181 |
-
"learning_rate": 2.4869045418130278e-05,
|
| 2182 |
-
"loss": 0.1291,
|
| 2183 |
-
"step": 28000
|
| 2184 |
-
},
|
| 2185 |
-
{
|
| 2186 |
-
"epoch": 7.76,
|
| 2187 |
-
"eval_loss": 0.15506793558597565,
|
| 2188 |
-
"eval_runtime": 748.8913,
|
| 2189 |
-
"eval_samples_per_second": 21.42,
|
| 2190 |
-
"eval_steps_per_second": 2.679,
|
| 2191 |
-
"eval_wer": 0.1365660500669567,
|
| 2192 |
-
"step": 28000
|
| 2193 |
-
},
|
| 2194 |
-
{
|
| 2195 |
-
"epoch": 7.79,
|
| 2196 |
-
"learning_rate": 2.456091699020152e-05,
|
| 2197 |
-
"loss": 0.1277,
|
| 2198 |
-
"step": 28100
|
| 2199 |
-
},
|
| 2200 |
-
{
|
| 2201 |
-
"epoch": 7.82,
|
| 2202 |
-
"learning_rate": 2.425278856227276e-05,
|
| 2203 |
-
"loss": 0.1292,
|
| 2204 |
-
"step": 28200
|
| 2205 |
-
},
|
| 2206 |
-
{
|
| 2207 |
-
"epoch": 7.85,
|
| 2208 |
-
"learning_rate": 2.3944660134343998e-05,
|
| 2209 |
-
"loss": 0.1304,
|
| 2210 |
-
"step": 28300
|
| 2211 |
-
},
|
| 2212 |
-
{
|
| 2213 |
-
"epoch": 7.88,
|
| 2214 |
-
"learning_rate": 2.3636531706415237e-05,
|
| 2215 |
-
"loss": 0.1306,
|
| 2216 |
-
"step": 28400
|
| 2217 |
-
},
|
| 2218 |
-
{
|
| 2219 |
-
"epoch": 7.9,
|
| 2220 |
-
"learning_rate": 2.3328403278486473e-05,
|
| 2221 |
-
"loss": 0.1277,
|
| 2222 |
-
"step": 28500
|
| 2223 |
-
},
|
| 2224 |
-
{
|
| 2225 |
-
"epoch": 7.9,
|
| 2226 |
-
"eval_loss": 0.15418410301208496,
|
| 2227 |
-
"eval_runtime": 753.0273,
|
| 2228 |
-
"eval_samples_per_second": 21.302,
|
| 2229 |
-
"eval_steps_per_second": 2.664,
|
| 2230 |
-
"eval_wer": 0.1355536903076164,
|
| 2231 |
-
"step": 28500
|
| 2232 |
-
},
|
| 2233 |
-
{
|
| 2234 |
-
"epoch": 7.93,
|
| 2235 |
-
"learning_rate": 2.302027485055771e-05,
|
| 2236 |
-
"loss": 0.127,
|
| 2237 |
-
"step": 28600
|
| 2238 |
-
},
|
| 2239 |
-
{
|
| 2240 |
-
"epoch": 7.96,
|
| 2241 |
-
"learning_rate": 2.271214642262895e-05,
|
| 2242 |
-
"loss": 0.1283,
|
| 2243 |
-
"step": 28700
|
| 2244 |
-
},
|
| 2245 |
-
{
|
| 2246 |
-
"epoch": 7.99,
|
| 2247 |
-
"learning_rate": 2.240401799470019e-05,
|
| 2248 |
-
"loss": 0.1316,
|
| 2249 |
-
"step": 28800
|
| 2250 |
-
},
|
| 2251 |
-
{
|
| 2252 |
-
"epoch": 8.01,
|
| 2253 |
-
"learning_rate": 2.2095889566771432e-05,
|
| 2254 |
-
"loss": 0.1246,
|
| 2255 |
-
"step": 28900
|
| 2256 |
-
},
|
| 2257 |
-
{
|
| 2258 |
-
"epoch": 8.04,
|
| 2259 |
-
"learning_rate": 2.178776113884267e-05,
|
| 2260 |
-
"loss": 0.1241,
|
| 2261 |
-
"step": 29000
|
| 2262 |
-
},
|
| 2263 |
-
{
|
| 2264 |
-
"epoch": 8.04,
|
| 2265 |
-
"eval_loss": 0.15454024076461792,
|
| 2266 |
-
"eval_runtime": 764.5389,
|
| 2267 |
-
"eval_samples_per_second": 20.981,
|
| 2268 |
-
"eval_steps_per_second": 2.624,
|
| 2269 |
-
"eval_wer": 0.13500906638645233,
|
| 2270 |
-
"step": 29000
|
| 2271 |
-
},
|
| 2272 |
-
{
|
| 2273 |
-
"epoch": 8.07,
|
| 2274 |
-
"learning_rate": 2.147963271091391e-05,
|
| 2275 |
-
"loss": 0.1229,
|
| 2276 |
-
"step": 29100
|
| 2277 |
-
},
|
| 2278 |
-
{
|
| 2279 |
-
"epoch": 8.1,
|
| 2280 |
-
"learning_rate": 2.117150428298515e-05,
|
| 2281 |
-
"loss": 0.1252,
|
| 2282 |
-
"step": 29200
|
| 2283 |
-
},
|
| 2284 |
-
{
|
| 2285 |
-
"epoch": 8.13,
|
| 2286 |
-
"learning_rate": 2.0863375855056388e-05,
|
| 2287 |
-
"loss": 0.123,
|
| 2288 |
-
"step": 29300
|
| 2289 |
-
},
|
| 2290 |
-
{
|
| 2291 |
-
"epoch": 8.15,
|
| 2292 |
-
"learning_rate": 2.0555247427127627e-05,
|
| 2293 |
-
"loss": 0.1198,
|
| 2294 |
-
"step": 29400
|
| 2295 |
-
},
|
| 2296 |
-
{
|
| 2297 |
-
"epoch": 8.18,
|
| 2298 |
-
"learning_rate": 2.0247118999198866e-05,
|
| 2299 |
-
"loss": 0.1198,
|
| 2300 |
-
"step": 29500
|
| 2301 |
-
},
|
| 2302 |
-
{
|
| 2303 |
-
"epoch": 8.18,
|
| 2304 |
-
"eval_loss": 0.15356162190437317,
|
| 2305 |
-
"eval_runtime": 730.0324,
|
| 2306 |
-
"eval_samples_per_second": 21.973,
|
| 2307 |
-
"eval_steps_per_second": 2.748,
|
| 2308 |
-
"eval_wer": 0.13224109539888898,
|
| 2309 |
-
"step": 29500
|
| 2310 |
-
},
|
| 2311 |
-
{
|
| 2312 |
-
"epoch": 8.21,
|
| 2313 |
-
"learning_rate": 1.9938990571270105e-05,
|
| 2314 |
-
"loss": 0.1203,
|
| 2315 |
-
"step": 29600
|
| 2316 |
-
},
|
| 2317 |
-
{
|
| 2318 |
-
"epoch": 8.24,
|
| 2319 |
-
"learning_rate": 1.9630862143341347e-05,
|
| 2320 |
-
"loss": 0.1225,
|
| 2321 |
-
"step": 29700
|
| 2322 |
-
},
|
| 2323 |
-
{
|
| 2324 |
-
"epoch": 8.26,
|
| 2325 |
-
"learning_rate": 1.9322733715412586e-05,
|
| 2326 |
-
"loss": 0.1192,
|
| 2327 |
-
"step": 29800
|
| 2328 |
-
},
|
| 2329 |
-
{
|
| 2330 |
-
"epoch": 8.29,
|
| 2331 |
-
"learning_rate": 1.9014605287483825e-05,
|
| 2332 |
-
"loss": 0.1218,
|
| 2333 |
-
"step": 29900
|
| 2334 |
-
},
|
| 2335 |
-
{
|
| 2336 |
-
"epoch": 8.32,
|
| 2337 |
-
"learning_rate": 1.8706476859555064e-05,
|
| 2338 |
-
"loss": 0.1204,
|
| 2339 |
-
"step": 30000
|
| 2340 |
-
},
|
| 2341 |
-
{
|
| 2342 |
-
"epoch": 8.32,
|
| 2343 |
-
"eval_loss": 0.15469121932983398,
|
| 2344 |
-
"eval_runtime": 731.8162,
|
| 2345 |
-
"eval_samples_per_second": 21.919,
|
| 2346 |
-
"eval_steps_per_second": 2.741,
|
| 2347 |
-
"eval_wer": 0.13368915429516054,
|
| 2348 |
-
"step": 30000
|
| 2349 |
-
},
|
| 2350 |
-
{
|
| 2351 |
-
"epoch": 8.35,
|
| 2352 |
-
"learning_rate": 1.8398348431626303e-05,
|
| 2353 |
-
"loss": 0.1202,
|
| 2354 |
-
"step": 30100
|
| 2355 |
-
},
|
| 2356 |
-
{
|
| 2357 |
-
"epoch": 8.37,
|
| 2358 |
-
"learning_rate": 1.8090220003697542e-05,
|
| 2359 |
-
"loss": 0.1198,
|
| 2360 |
-
"step": 30200
|
| 2361 |
-
},
|
| 2362 |
-
{
|
| 2363 |
-
"epoch": 8.4,
|
| 2364 |
-
"learning_rate": 1.778209157576878e-05,
|
| 2365 |
-
"loss": 0.1159,
|
| 2366 |
-
"step": 30300
|
| 2367 |
-
},
|
| 2368 |
-
{
|
| 2369 |
-
"epoch": 8.43,
|
| 2370 |
-
"learning_rate": 1.747396314784002e-05,
|
| 2371 |
-
"loss": 0.1193,
|
| 2372 |
-
"step": 30400
|
| 2373 |
-
},
|
| 2374 |
-
{
|
| 2375 |
-
"epoch": 8.46,
|
| 2376 |
-
"learning_rate": 1.716583471991126e-05,
|
| 2377 |
-
"loss": 0.1195,
|
| 2378 |
-
"step": 30500
|
| 2379 |
-
},
|
| 2380 |
-
{
|
| 2381 |
-
"epoch": 8.46,
|
| 2382 |
-
"eval_loss": 0.14937089383602142,
|
| 2383 |
-
"eval_runtime": 730.1876,
|
| 2384 |
-
"eval_samples_per_second": 21.968,
|
| 2385 |
-
"eval_steps_per_second": 2.747,
|
| 2386 |
-
"eval_wer": 0.13088273926610325,
|
| 2387 |
-
"step": 30500
|
| 2388 |
-
},
|
| 2389 |
-
{
|
| 2390 |
-
"epoch": 8.49,
|
| 2391 |
-
"learning_rate": 1.68577062919825e-05,
|
| 2392 |
-
"loss": 0.1176,
|
| 2393 |
-
"step": 30600
|
| 2394 |
-
},
|
| 2395 |
-
{
|
| 2396 |
-
"epoch": 8.51,
|
| 2397 |
-
"learning_rate": 1.6549577864053738e-05,
|
| 2398 |
-
"loss": 0.1162,
|
| 2399 |
-
"step": 30700
|
| 2400 |
-
},
|
| 2401 |
-
{
|
| 2402 |
-
"epoch": 8.54,
|
| 2403 |
-
"learning_rate": 1.6241449436124977e-05,
|
| 2404 |
-
"loss": 0.1185,
|
| 2405 |
-
"step": 30800
|
| 2406 |
-
},
|
| 2407 |
-
{
|
| 2408 |
-
"epoch": 8.57,
|
| 2409 |
-
"learning_rate": 1.5936402292475504e-05,
|
| 2410 |
-
"loss": 0.1164,
|
| 2411 |
-
"step": 30900
|
| 2412 |
-
},
|
| 2413 |
-
{
|
| 2414 |
-
"epoch": 8.6,
|
| 2415 |
-
"learning_rate": 1.5628273864546743e-05,
|
| 2416 |
-
"loss": 0.1169,
|
| 2417 |
-
"step": 31000
|
| 2418 |
-
},
|
| 2419 |
-
{
|
| 2420 |
-
"epoch": 8.6,
|
| 2421 |
-
"eval_loss": 0.14900121092796326,
|
| 2422 |
-
"eval_runtime": 740.5566,
|
| 2423 |
-
"eval_samples_per_second": 21.661,
|
| 2424 |
-
"eval_steps_per_second": 2.709,
|
| 2425 |
-
"eval_wer": 0.12999852631174275,
|
| 2426 |
-
"step": 31000
|
| 2427 |
-
},
|
| 2428 |
-
{
|
| 2429 |
-
"epoch": 8.62,
|
| 2430 |
-
"learning_rate": 1.5320145436617982e-05,
|
| 2431 |
-
"loss": 0.1173,
|
| 2432 |
-
"step": 31100
|
| 2433 |
-
},
|
| 2434 |
-
{
|
| 2435 |
-
"epoch": 8.65,
|
| 2436 |
-
"learning_rate": 1.5012017008689223e-05,
|
| 2437 |
-
"loss": 0.1163,
|
| 2438 |
-
"step": 31200
|
| 2439 |
-
},
|
| 2440 |
-
{
|
| 2441 |
-
"epoch": 8.68,
|
| 2442 |
-
"learning_rate": 1.4703888580760462e-05,
|
| 2443 |
-
"loss": 0.1169,
|
| 2444 |
-
"step": 31300
|
| 2445 |
-
},
|
| 2446 |
-
{
|
| 2447 |
-
"epoch": 8.71,
|
| 2448 |
-
"learning_rate": 1.43957601528317e-05,
|
| 2449 |
-
"loss": 0.1172,
|
| 2450 |
-
"step": 31400
|
| 2451 |
-
},
|
| 2452 |
-
{
|
| 2453 |
-
"epoch": 8.74,
|
| 2454 |
-
"learning_rate": 1.4087631724902941e-05,
|
| 2455 |
-
"loss": 0.1159,
|
| 2456 |
-
"step": 31500
|
| 2457 |
-
},
|
| 2458 |
-
{
|
| 2459 |
-
"epoch": 8.74,
|
| 2460 |
-
"eval_loss": 0.14852623641490936,
|
| 2461 |
-
"eval_runtime": 733.0221,
|
| 2462 |
-
"eval_samples_per_second": 21.883,
|
| 2463 |
-
"eval_steps_per_second": 2.737,
|
| 2464 |
-
"eval_wer": 0.13053033555240884,
|
| 2465 |
-
"step": 31500
|
| 2466 |
-
},
|
| 2467 |
-
{
|
| 2468 |
-
"epoch": 8.76,
|
| 2469 |
-
"learning_rate": 1.377950329697418e-05,
|
| 2470 |
-
"loss": 0.1147,
|
| 2471 |
-
"step": 31600
|
| 2472 |
-
},
|
| 2473 |
-
{
|
| 2474 |
-
"epoch": 8.79,
|
| 2475 |
-
"learning_rate": 1.347137486904542e-05,
|
| 2476 |
-
"loss": 0.1161,
|
| 2477 |
-
"step": 31700
|
| 2478 |
-
},
|
| 2479 |
-
{
|
| 2480 |
-
"epoch": 8.82,
|
| 2481 |
-
"learning_rate": 1.3163246441116658e-05,
|
| 2482 |
-
"loss": 0.1145,
|
| 2483 |
-
"step": 31800
|
| 2484 |
-
},
|
| 2485 |
-
{
|
| 2486 |
-
"epoch": 8.85,
|
| 2487 |
-
"learning_rate": 1.2855118013187897e-05,
|
| 2488 |
-
"loss": 0.1156,
|
| 2489 |
-
"step": 31900
|
| 2490 |
-
},
|
| 2491 |
-
{
|
| 2492 |
-
"epoch": 8.87,
|
| 2493 |
-
"learning_rate": 1.2546989585259136e-05,
|
| 2494 |
-
"loss": 0.1142,
|
| 2495 |
-
"step": 32000
|
| 2496 |
-
},
|
| 2497 |
-
{
|
| 2498 |
-
"epoch": 8.87,
|
| 2499 |
-
"eval_loss": 0.1478671133518219,
|
| 2500 |
-
"eval_runtime": 734.6914,
|
| 2501 |
-
"eval_samples_per_second": 21.834,
|
| 2502 |
-
"eval_steps_per_second": 2.73,
|
| 2503 |
-
"eval_wer": 0.12915275739887616,
|
| 2504 |
-
"step": 32000
|
| 2505 |
-
},
|
| 2506 |
-
{
|
| 2507 |
-
"epoch": 8.9,
|
| 2508 |
-
"learning_rate": 1.2238861157330375e-05,
|
| 2509 |
-
"loss": 0.116,
|
| 2510 |
-
"step": 32100
|
| 2511 |
-
},
|
| 2512 |
-
{
|
| 2513 |
-
"epoch": 8.93,
|
| 2514 |
-
"learning_rate": 1.1930732729401616e-05,
|
| 2515 |
-
"loss": 0.1132,
|
| 2516 |
-
"step": 32200
|
| 2517 |
-
},
|
| 2518 |
-
{
|
| 2519 |
-
"epoch": 8.96,
|
| 2520 |
-
"learning_rate": 1.1622604301472855e-05,
|
| 2521 |
-
"loss": 0.1141,
|
| 2522 |
-
"step": 32300
|
| 2523 |
-
},
|
| 2524 |
-
{
|
| 2525 |
-
"epoch": 8.98,
|
| 2526 |
-
"learning_rate": 1.1314475873544094e-05,
|
| 2527 |
-
"loss": 0.1142,
|
| 2528 |
-
"step": 32400
|
| 2529 |
-
},
|
| 2530 |
-
{
|
| 2531 |
-
"epoch": 9.01,
|
| 2532 |
-
"learning_rate": 1.1006347445615333e-05,
|
| 2533 |
-
"loss": 0.1087,
|
| 2534 |
-
"step": 32500
|
| 2535 |
-
},
|
| 2536 |
-
{
|
| 2537 |
-
"epoch": 9.01,
|
| 2538 |
-
"eval_loss": 0.14710813760757446,
|
| 2539 |
-
"eval_runtime": 730.6434,
|
| 2540 |
-
"eval_samples_per_second": 21.955,
|
| 2541 |
-
"eval_steps_per_second": 2.746,
|
| 2542 |
-
"eval_wer": 0.12841591327024238,
|
| 2543 |
-
"step": 32500
|
| 2544 |
-
},
|
| 2545 |
-
{
|
| 2546 |
-
"epoch": 9.04,
|
| 2547 |
-
"learning_rate": 1.0698219017686572e-05,
|
| 2548 |
-
"loss": 0.1094,
|
| 2549 |
-
"step": 32600
|
| 2550 |
-
},
|
| 2551 |
-
{
|
| 2552 |
-
"epoch": 9.07,
|
| 2553 |
-
"learning_rate": 1.0390090589757811e-05,
|
| 2554 |
-
"loss": 0.1072,
|
| 2555 |
-
"step": 32700
|
| 2556 |
-
},
|
| 2557 |
-
{
|
| 2558 |
-
"epoch": 9.1,
|
| 2559 |
-
"learning_rate": 1.008196216182905e-05,
|
| 2560 |
-
"loss": 0.1082,
|
| 2561 |
-
"step": 32800
|
| 2562 |
-
},
|
| 2563 |
-
{
|
| 2564 |
-
"epoch": 9.12,
|
| 2565 |
-
"learning_rate": 9.773833733900289e-06,
|
| 2566 |
-
"loss": 0.1097,
|
| 2567 |
-
"step": 32900
|
| 2568 |
-
},
|
| 2569 |
-
{
|
| 2570 |
-
"epoch": 9.15,
|
| 2571 |
-
"learning_rate": 9.46570530597153e-06,
|
| 2572 |
-
"loss": 0.1076,
|
| 2573 |
-
"step": 33000
|
| 2574 |
-
},
|
| 2575 |
-
{
|
| 2576 |
-
"epoch": 9.15,
|
| 2577 |
-
"eval_loss": 0.14665587246418,
|
| 2578 |
-
"eval_runtime": 789.1119,
|
| 2579 |
-
"eval_samples_per_second": 20.328,
|
| 2580 |
-
"eval_steps_per_second": 2.542,
|
| 2581 |
-
"eval_wer": 0.12696144703372184,
|
| 2582 |
-
"step": 33000
|
| 2583 |
-
},
|
| 2584 |
-
{
|
| 2585 |
-
"epoch": 9.18,
|
| 2586 |
-
"learning_rate": 9.157576878042769e-06,
|
| 2587 |
-
"loss": 0.111,
|
| 2588 |
-
"step": 33100
|
| 2589 |
-
},
|
| 2590 |
-
{
|
| 2591 |
-
"epoch": 9.21,
|
| 2592 |
-
"learning_rate": 8.849448450114008e-06,
|
| 2593 |
-
"loss": 0.1092,
|
| 2594 |
-
"step": 33200
|
| 2595 |
-
},
|
| 2596 |
-
{
|
| 2597 |
-
"epoch": 9.23,
|
| 2598 |
-
"learning_rate": 8.541320022185247e-06,
|
| 2599 |
-
"loss": 0.1103,
|
| 2600 |
-
"step": 33300
|
| 2601 |
-
},
|
| 2602 |
-
{
|
| 2603 |
-
"epoch": 9.26,
|
| 2604 |
-
"learning_rate": 8.233191594256488e-06,
|
| 2605 |
-
"loss": 0.1057,
|
| 2606 |
-
"step": 33400
|
| 2607 |
-
},
|
| 2608 |
-
{
|
| 2609 |
-
"epoch": 9.29,
|
| 2610 |
-
"learning_rate": 7.928144450607015e-06,
|
| 2611 |
-
"loss": 0.1078,
|
| 2612 |
-
"step": 33500
|
| 2613 |
-
},
|
| 2614 |
-
{
|
| 2615 |
-
"epoch": 9.29,
|
| 2616 |
-
"eval_loss": 0.14669346809387207,
|
| 2617 |
-
"eval_runtime": 776.8801,
|
| 2618 |
-
"eval_samples_per_second": 20.648,
|
| 2619 |
-
"eval_steps_per_second": 2.582,
|
| 2620 |
-
"eval_wer": 0.12701911309596273,
|
| 2621 |
-
"step": 33500
|
| 2622 |
-
},
|
| 2623 |
-
{
|
| 2624 |
-
"epoch": 9.32,
|
| 2625 |
-
"learning_rate": 7.620016022678253e-06,
|
| 2626 |
-
"loss": 0.1106,
|
| 2627 |
-
"step": 33600
|
| 2628 |
-
},
|
| 2629 |
-
{
|
| 2630 |
-
"epoch": 9.35,
|
| 2631 |
-
"learning_rate": 7.311887594749492e-06,
|
| 2632 |
-
"loss": 0.1057,
|
| 2633 |
-
"step": 33700
|
| 2634 |
-
},
|
| 2635 |
-
{
|
| 2636 |
-
"epoch": 9.37,
|
| 2637 |
-
"learning_rate": 7.003759166820731e-06,
|
| 2638 |
-
"loss": 0.1069,
|
| 2639 |
-
"step": 33800
|
| 2640 |
-
},
|
| 2641 |
-
{
|
| 2642 |
-
"epoch": 9.4,
|
| 2643 |
-
"learning_rate": 6.695630738891971e-06,
|
| 2644 |
-
"loss": 0.1089,
|
| 2645 |
-
"step": 33900
|
| 2646 |
-
},
|
| 2647 |
-
{
|
| 2648 |
-
"epoch": 9.43,
|
| 2649 |
-
"learning_rate": 6.38750231096321e-06,
|
| 2650 |
-
"loss": 0.1073,
|
| 2651 |
-
"step": 34000
|
| 2652 |
-
},
|
| 2653 |
-
{
|
| 2654 |
-
"epoch": 9.43,
|
| 2655 |
-
"eval_loss": 0.14469479024410248,
|
| 2656 |
-
"eval_runtime": 770.0295,
|
| 2657 |
-
"eval_samples_per_second": 20.832,
|
| 2658 |
-
"eval_steps_per_second": 2.605,
|
| 2659 |
-
"eval_wer": 0.1256159055814341,
|
| 2660 |
-
"step": 34000
|
| 2661 |
-
},
|
| 2662 |
-
{
|
| 2663 |
-
"epoch": 9.46,
|
| 2664 |
-
"learning_rate": 6.079373883034449e-06,
|
| 2665 |
-
"loss": 0.1056,
|
| 2666 |
-
"step": 34100
|
| 2667 |
-
},
|
| 2668 |
-
{
|
| 2669 |
-
"epoch": 9.48,
|
| 2670 |
-
"learning_rate": 5.771245455105688e-06,
|
| 2671 |
-
"loss": 0.105,
|
| 2672 |
-
"step": 34200
|
| 2673 |
-
},
|
| 2674 |
-
{
|
| 2675 |
-
"epoch": 9.51,
|
| 2676 |
-
"learning_rate": 5.463117027176928e-06,
|
| 2677 |
-
"loss": 0.1078,
|
| 2678 |
-
"step": 34300
|
| 2679 |
-
},
|
| 2680 |
-
{
|
| 2681 |
-
"epoch": 9.54,
|
| 2682 |
-
"learning_rate": 5.154988599248167e-06,
|
| 2683 |
-
"loss": 0.1061,
|
| 2684 |
-
"step": 34400
|
| 2685 |
-
},
|
| 2686 |
-
{
|
| 2687 |
-
"epoch": 9.57,
|
| 2688 |
-
"learning_rate": 4.8468601713194066e-06,
|
| 2689 |
-
"loss": 0.108,
|
| 2690 |
-
"step": 34500
|
| 2691 |
-
},
|
| 2692 |
-
{
|
| 2693 |
-
"epoch": 9.57,
|
| 2694 |
-
"eval_loss": 0.14469197392463684,
|
| 2695 |
-
"eval_runtime": 768.5913,
|
| 2696 |
-
"eval_samples_per_second": 20.871,
|
| 2697 |
-
"eval_steps_per_second": 2.61,
|
| 2698 |
-
"eval_wer": 0.1257248303656669,
|
| 2699 |
-
"step": 34500
|
| 2700 |
-
},
|
| 2701 |
-
{
|
| 2702 |
-
"epoch": 9.6,
|
| 2703 |
-
"learning_rate": 4.538731743390645e-06,
|
| 2704 |
-
"loss": 0.106,
|
| 2705 |
-
"step": 34600
|
| 2706 |
-
},
|
| 2707 |
-
{
|
| 2708 |
-
"epoch": 9.62,
|
| 2709 |
-
"learning_rate": 4.230603315461885e-06,
|
| 2710 |
-
"loss": 0.1076,
|
| 2711 |
-
"step": 34700
|
| 2712 |
-
},
|
| 2713 |
-
{
|
| 2714 |
-
"epoch": 9.65,
|
| 2715 |
-
"learning_rate": 3.922474887533124e-06,
|
| 2716 |
-
"loss": 0.1065,
|
| 2717 |
-
"step": 34800
|
| 2718 |
-
},
|
| 2719 |
-
{
|
| 2720 |
-
"epoch": 9.68,
|
| 2721 |
-
"learning_rate": 3.6143464596043634e-06,
|
| 2722 |
-
"loss": 0.1045,
|
| 2723 |
-
"step": 34900
|
| 2724 |
-
},
|
| 2725 |
-
{
|
| 2726 |
-
"epoch": 9.71,
|
| 2727 |
-
"learning_rate": 3.306218031675602e-06,
|
| 2728 |
-
"loss": 0.106,
|
| 2729 |
-
"step": 35000
|
| 2730 |
-
},
|
| 2731 |
-
{
|
| 2732 |
-
"epoch": 9.71,
|
| 2733 |
-
"eval_loss": 0.14382557570934296,
|
| 2734 |
-
"eval_runtime": 768.3649,
|
| 2735 |
-
"eval_samples_per_second": 20.877,
|
| 2736 |
-
"eval_steps_per_second": 2.611,
|
| 2737 |
-
"eval_wer": 0.1254813514362053,
|
| 2738 |
-
"step": 35000
|
| 2739 |
-
},
|
| 2740 |
-
{
|
| 2741 |
-
"epoch": 9.73,
|
| 2742 |
-
"learning_rate": 2.998089603746842e-06,
|
| 2743 |
-
"loss": 0.1051,
|
| 2744 |
-
"step": 35100
|
| 2745 |
-
},
|
| 2746 |
-
{
|
| 2747 |
-
"epoch": 9.76,
|
| 2748 |
-
"learning_rate": 2.6899611758180813e-06,
|
| 2749 |
-
"loss": 0.1116,
|
| 2750 |
-
"step": 35200
|
| 2751 |
-
},
|
| 2752 |
-
{
|
| 2753 |
-
"epoch": 9.79,
|
| 2754 |
-
"learning_rate": 2.3818327478893203e-06,
|
| 2755 |
-
"loss": 0.1048,
|
| 2756 |
-
"step": 35300
|
| 2757 |
-
},
|
| 2758 |
-
{
|
| 2759 |
-
"epoch": 9.82,
|
| 2760 |
-
"learning_rate": 2.0737043199605598e-06,
|
| 2761 |
-
"loss": 0.1057,
|
| 2762 |
-
"step": 35400
|
| 2763 |
-
},
|
| 2764 |
-
{
|
| 2765 |
-
"epoch": 9.84,
|
| 2766 |
-
"learning_rate": 1.771738460590374e-06,
|
| 2767 |
-
"loss": 0.1052,
|
| 2768 |
-
"step": 35500
|
| 2769 |
-
},
|
| 2770 |
-
{
|
| 2771 |
-
"epoch": 9.84,
|
| 2772 |
-
"eval_loss": 0.14279937744140625,
|
| 2773 |
-
"eval_runtime": 740.2589,
|
| 2774 |
-
"eval_samples_per_second": 21.669,
|
| 2775 |
-
"eval_steps_per_second": 2.71,
|
| 2776 |
-
"eval_wer": 0.1247124706063266,
|
| 2777 |
-
"step": 35500
|
| 2778 |
-
},
|
| 2779 |
-
{
|
| 2780 |
-
"epoch": 9.87,
|
| 2781 |
-
"learning_rate": 1.4636100326616134e-06,
|
| 2782 |
-
"loss": 0.1012,
|
| 2783 |
-
"step": 35600
|
| 2784 |
-
},
|
| 2785 |
-
{
|
| 2786 |
-
"epoch": 9.9,
|
| 2787 |
-
"learning_rate": 1.1554816047328529e-06,
|
| 2788 |
-
"loss": 0.1051,
|
| 2789 |
-
"step": 35700
|
| 2790 |
-
},
|
| 2791 |
-
{
|
| 2792 |
-
"epoch": 9.93,
|
| 2793 |
-
"learning_rate": 8.473531768040921e-07,
|
| 2794 |
-
"loss": 0.1043,
|
| 2795 |
-
"step": 35800
|
| 2796 |
-
},
|
| 2797 |
-
{
|
| 2798 |
-
"epoch": 9.96,
|
| 2799 |
-
"learning_rate": 5.392247488753312e-07,
|
| 2800 |
-
"loss": 0.1038,
|
| 2801 |
-
"step": 35900
|
| 2802 |
-
},
|
| 2803 |
-
{
|
| 2804 |
-
"epoch": 9.98,
|
| 2805 |
-
"learning_rate": 2.3109632094657053e-07,
|
| 2806 |
-
"loss": 0.1044,
|
| 2807 |
-
"step": 36000
|
| 2808 |
-
},
|
| 2809 |
-
{
|
| 2810 |
-
"epoch": 9.98,
|
| 2811 |
-
"eval_loss": 0.1430039405822754,
|
| 2812 |
-
"eval_runtime": 779.4591,
|
| 2813 |
-
"eval_samples_per_second": 20.58,
|
| 2814 |
-
"eval_steps_per_second": 2.574,
|
| 2815 |
-
"eval_wer": 0.12453306507935491,
|
| 2816 |
-
"step": 36000
|
| 2817 |
-
},
|
| 2818 |
-
{
|
| 2819 |
-
"epoch": 10.0,
|
| 2820 |
-
"step": 36060,
|
| 2821 |
-
"total_flos": 2.2265672303557702e+21,
|
| 2822 |
-
"train_loss": 0.23386146696950752,
|
| 2823 |
-
"train_runtime": 329994.9794,
|
| 2824 |
-
"train_samples_per_second": 13.987,
|
| 2825 |
-
"train_steps_per_second": 0.109
|
| 2826 |
-
}
|
| 2827 |
-
],
|
| 2828 |
-
"max_steps": 36060,
|
| 2829 |
-
"num_train_epochs": 10,
|
| 2830 |
-
"total_flos": 2.2265672303557702e+21,
|
| 2831 |
-
"trial_name": null,
|
| 2832 |
-
"trial_params": null
|
| 2833 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
training_args.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:fca220d532e59bb8a79f3035dc0e668fdb005e65c1402a9129f0c7a5873fbb44
|
| 3 |
-
size 3503
|
|
|
|
|
|
|
|
|
|
|
|