Task 3357252
| Name | ParityModified-1608176776-29487-0_3 |
| Workunit | 1585266 |
| Created | 18 Dec 2020, 23:24:45 UTC |
| Sent | 19 Dec 2020, 3:40:50 UTC |
| Report deadline | 27 Dec 2020, 3:40:50 UTC |
| Received | 19 Dec 2020, 5:24:39 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 5035 |
| Run time | 31 min 57 sec |
| CPU time | 31 min 55 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <message> aborted by user</message> <stderr_txt> main:581] : INFO : Epoch 192 | loss: 0.0310863 | val_loss: 0.0311683 | Time: 2812.14 ms [2020-12-18 21:00:18 main:581] : INFO : Epoch 193 | loss: 0.0310898 | val_loss: 0.031189 | Time: 2836.16 ms [2020-12-18 21:00:21 main:581] : INFO : Epoch 194 | loss: 0.0310942 | val_loss: 0.0311744 | Time: 2812.2 ms [2020-12-18 21:00:24 main:581] : INFO : Epoch 195 | loss: 0.0310857 | val_loss: 0.0311664 | Time: 2814.7 ms [2020-12-18 21:00:27 main:581] : INFO : Epoch 196 | loss: 0.0310893 | val_loss: 0.0311837 | Time: 2809.8 ms [2020-12-18 21:00:30 main:581] : INFO : Epoch 197 | loss: 0.0310878 | val_loss: 0.0311708 | Time: 2820.37 ms [2020-12-18 21:00:32 main:581] : INFO : Epoch 198 | loss: 0.0310832 | val_loss: 0.0311656 | Time: 2817.58 ms [2020-12-18 21:00:35 main:581] : INFO : Epoch 199 | loss: 0.031083 | val_loss: 0.0311697 | Time: 2817.04 ms [2020-12-18 21:00:38 main:581] : INFO : Epoch 200 | loss: 0.0310779 | val_loss: 0.0311729 | Time: 2812.91 ms [2020-12-18 21:00:41 main:581] : INFO : Epoch 201 | loss: 0.0310786 | val_loss: 0.0311807 | Time: 2815.41 ms [2020-12-18 21:00:44 main:581] : INFO : Epoch 202 | loss: 0.0310761 | val_loss: 0.0311762 | Time: 2860.46 ms [2020-12-18 21:00:47 main:581] : INFO : Epoch 203 | loss: 0.0310846 | val_loss: 0.0311733 | Time: 2818.11 ms [2020-12-18 21:00:49 main:581] : INFO : Epoch 204 | loss: 0.0310838 | val_loss: 0.0311649 | Time: 2815.91 ms [2020-12-18 21:00:52 main:581] : INFO : Epoch 205 | loss: 0.0310828 | val_loss: 0.0311881 | Time: 2816.35 ms [2020-12-18 21:00:55 main:581] : INFO : Epoch 206 | loss: 0.0310809 | val_loss: 0.0311797 | Time: 2810.01 ms [2020-12-18 21:00:58 main:581] : INFO : Epoch 207 | loss: 0.0310794 | val_loss: 0.0311785 | Time: 2817.42 ms [2020-12-18 21:01:01 main:581] : INFO : Epoch 208 | loss: 0.0310804 | val_loss: 0.0311748 | Time: 2822.35 ms [2020-12-18 21:01:04 main:581] : INFO : Epoch 209 | loss: 0.0310802 | val_loss: 0.0311883 | Time: 2821.1 ms [2020-12-18 21:01:06 main:581] : INFO : Epoch 210 | loss: 0.0310777 | val_loss: 0.0311906 | Time: 2820.38 ms [2020-12-18 21:01:09 main:581] : INFO : Epoch 211 | loss: 0.0310873 | val_loss: 0.03119 | Time: 2817.94 ms [2020-12-18 21:01:12 main:581] : INFO : Epoch 212 | loss: 0.0310875 | val_loss: 0.0311828 | Time: 2820.06 ms [2020-12-18 21:01:15 main:581] : INFO : Epoch 213 | loss: 0.0310809 | val_loss: 0.0311777 | Time: 2811.68 ms [2020-12-18 21:01:18 main:581] : INFO : Epoch 214 | loss: 0.0310758 | val_loss: 0.0311796 | Time: 2823.35 ms [2020-12-18 21:01:20 main:581] : INFO : Epoch 215 | loss: 0.0310792 | val_loss: 0.031184 | Time: 2819.29 ms [2020-12-18 21:01:23 main:581] : INFO : Epoch 216 | loss: 0.0310743 | val_loss: 0.0311764 | Time: 2817.35 ms [2020-12-18 21:01:26 main:581] : INFO : Epoch 217 | loss: 0.0310739 | val_loss: 0.0311766 | Time: 2815.41 ms [2020-12-18 21:01:29 main:581] : INFO : Epoch 218 | loss: 0.0310757 | val_loss: 0.0311761 | Time: 2818.7 ms [2020-12-18 21:01:32 main:581] : INFO : Epoch 219 | loss: 0.0310765 | val_loss: 0.0311763 | Time: 2818.16 ms [2020-12-18 21:01:35 main:581] : INFO : Epoch 220 | loss: 0.0310716 | val_loss: 0.0311937 | Time: 2817.18 ms [2020-12-18 21:01:37 main:581] : INFO : Epoch 221 | loss: 0.0310706 | val_loss: 0.0311862 | Time: 2818.23 ms [2020-12-18 21:01:40 main:581] : INFO : Epoch 222 | loss: 0.0310699 | val_loss: 0.0311861 | Time: 2817.09 ms [2020-12-18 21:01:43 main:581] : INFO : Epoch 223 | loss: 0.0310713 | val_loss: 0.0311922 | Time: 2819.57 ms [2020-12-18 21:01:46 main:581] : INFO : Epoch 224 | loss: 0.0310729 | val_loss: 0.0311725 | Time: 2817.59 ms [2020-12-18 21:01:49 main:581] : INFO : Epoch 225 | loss: 0.0310808 | val_loss: 0.0311903 | Time: 2817.67 ms [2020-12-18 21:01:51 main:581] : INFO : Epoch 226 | loss: 0.0310788 | val_loss: 0.0311921 | Time: 2817.84 ms [2020-12-18 21:01:54 main:581] : INFO : Epoch 227 | loss: 0.0310711 | val_loss: 0.0311749 | Time: 2816.76 ms [2020-12-18 21:01:57 main:581] : INFO : Epoch 228 | loss: 0.0310717 | val_loss: 0.031176 | Time: 2814.03 ms [2020-12-18 21:02:00 main:581] : INFO : Epoch 229 | loss: 0.0310705 | val_loss: 0.0311765 | Time: 2819.6 ms [2020-12-18 21:02:03 main:581] : INFO : Epoch 230 | loss: 0.0310709 | val_loss: 0.0311915 | Time: 2805.45 ms [2020-12-18 21:02:06 main:581] : INFO : Epoch 231 | loss: 0.0310674 | val_loss: 0.0311776 | Time: 2827.64 ms [2020-12-18 21:02:08 main:581] : INFO : Epoch 232 | loss: 0.0310664 | val_loss: 0.0311841 | Time: 2824.59 ms [2020-12-18 21:02:11 main:581] : INFO : Epoch 233 | loss: 0.0310723 | val_loss: 0.0312046 | Time: 2812.57 ms [2020-12-18 21:02:14 main:581] : INFO : Epoch 234 | loss: 0.0310726 | val_loss: 0.0311949 | Time: 2820.95 ms [2020-12-18 21:02:17 main:581] : INFO : Epoch 235 | loss: 0.0310742 | val_loss: 0.031181 | Time: 2812.28 ms [2020-12-18 21:02:20 main:581] : INFO : Epoch 236 | loss: 0.0310685 | val_loss: 0.0311864 | Time: 2819.56 ms [2020-12-18 21:02:22 main:581] : INFO : Epoch 237 | loss: 0.0310716 | val_loss: 0.0311749 | Time: 2823.9 ms [2020-12-18 21:02:25 main:581] : INFO : Epoch 238 | loss: 0.0310709 | val_loss: 0.031184 | Time: 2816.37 ms [2020-12-18 21:02:28 main:581] : INFO : Epoch 239 | loss: 0.031068 | val_loss: 0.0311804 | Time: 2817.2 ms [2020-12-18 21:02:31 main:581] : INFO : Epoch 240 | loss: 0.0310673 | val_loss: 0.0311864 | Time: 2820.79 ms [2020-12-18 21:02:34 main:581] : INFO : Epoch 241 | loss: 0.0310638 | val_loss: 0.0311869 | Time: 2826.5 ms [2020-12-18 21:02:37 main:581] : INFO : Epoch 242 | loss: 0.0310614 | val_loss: 0.0311906 | Time: 2817.42 ms [2020-12-18 21:02:39 main:581] : INFO : Epoch 243 | loss: 0.0310647 | val_loss: 0.0311891 | Time: 2815.24 ms [2020-12-18 21:02:42 main:581] : INFO : Epoch 244 | loss: 0.0310642 | val_loss: 0.031185 | Time: 2819.98 ms [2020-12-18 21:02:45 main:581] : INFO : Epoch 245 | loss: 0.0310714 | val_loss: 0.0311846 | Time: 2823.58 ms [2020-12-18 21:02:48 main:581] : INFO : Epoch 246 | loss: 0.0310688 | val_loss: 0.0311863 | Time: 2821.61 ms [2020-12-18 21:02:51 main:581] : INFO : Epoch 247 | loss: 0.0310632 | val_loss: 0.0311917 | Time: 2821.86 ms [2020-12-18 21:02:53 main:581] : INFO : Epoch 248 | loss: 0.0310612 | val_loss: 0.031186 | Time: 2822.27 ms [2020-12-18 21:02:56 main:581] : INFO : Epoch 249 | loss: 0.0310606 | val_loss: 0.0311864 | Time: 2822.01 ms [2020-12-18 21:02:59 main:581] : INFO : Epoch 250 | loss: 0.0310636 | val_loss: 0.0311909 | Time: 2818.9 ms [2020-12-18 21:03:02 main:581] : INFO : Epoch 251 | loss: 0.0310624 | val_loss: 0.031192 | Time: 2822.53 ms [2020-12-18 21:03:05 main:581] : INFO : Epoch 252 | loss: 0.0310699 | val_loss: 0.0311911 | Time: 2817.97 ms [2020-12-18 21:03:08 main:581] : INFO : Epoch 253 | loss: 0.0310659 | val_loss: 0.0311776 | Time: 2817.43 ms [2020-12-18 21:03:10 main:581] : INFO : Epoch 254 | loss: 0.0310625 | val_loss: 0.0311993 | Time: 2816.76 ms [2020-12-18 21:03:13 main:581] : INFO : Epoch 255 | loss: 0.0310656 | val_loss: 0.0312054 | Time: 2820.55 ms [2020-12-18 21:03:16 main:581] : INFO : Epoch 256 | loss: 0.0310657 | val_loss: 0.0311961 | Time: 2824.09 ms [2020-12-18 21:03:19 main:581] : INFO : Epoch 257 | loss: 0.0310657 | val_loss: 0.0311791 | Time: 2820.02 ms [2020-12-18 21:03:22 main:581] : INFO : Epoch 258 | loss: 0.0310664 | val_loss: 0.0311849 | Time: 2816.26 ms [2020-12-18 21:03:24 main:581] : INFO : Epoch 259 | loss: 0.0310601 | val_loss: 0.0311902 | Time: 2818.87 ms [2020-12-18 21:03:27 main:581] : INFO : Epoch 260 | loss: 0.0310634 | val_loss: 0.0311942 | Time: 2817.83 ms [2020-12-18 21:03:30 main:581] : INFO : Epoch 261 | loss: 0.0310606 | val_loss: 0.031194 | Time: 2827.77 ms [2020-12-18 21:03:33 main:581] : INFO : Epoch 262 | loss: 0.0310565 | val_loss: 0.0312037 | Time: 2810.38 ms [2020-12-18 21:03:36 main:581] : INFO : Epoch 263 | loss: 0.0310575 | val_loss: 0.031205 | Time: 2822.3 ms [2020-12-18 21:03:39 main:581] : INFO : Epoch 264 | loss: 0.0310644 | val_loss: 0.0312035 | Time: 2814.72 ms [2020-12-18 21:03:41 main:581] : INFO : Epoch 265 | loss: 0.0310578 | val_loss: 0.0312026 | Time: 2821.94 ms [2020-12-18 21:03:44 main:581] : INFO : Epoch 266 | loss: 0.0310571 | val_loss: 0.0311712 | Time: 2822.84 ms [2020-12-18 21:03:47 main:581] : INFO : Epoch 267 | loss: 0.0310594 | val_loss: 0.0312052 | Time: 2827.38 ms [2020-12-18 21:03:50 main:581] : INFO : Epoch 268 | loss: 0.0310636 | val_loss: 0.0311969 | Time: 2824.62 ms [2020-12-18 21:03:53 main:581] : INFO : Epoch 269 | loss: 0.0310589 | val_loss: 0.0311975 | Time: 2809.85 ms [2020-12-18 21:03:55 main:581] : INFO : Epoch 270 | loss: 0.0310585 | val_loss: 0.0311899 | Time: 2813.48 ms [2020-12-18 21:03:58 main:581] : INFO : Epoch 271 | loss: 0.0310567 | val_loss: 0.0311956 | Time: 2810.08 ms [2020-12-18 21:04:01 main:581] : INFO : Epoch 272 | loss: 0.0310634 | val_loss: 0.0311835 | Time: 2827.57 ms [2020-12-18 21:04:04 main:581] : INFO : Epoch 273 | loss: 0.0310738 | val_loss: 0.0311932 | Time: 2818.79 ms [2020-12-18 21:04:07 main:581] : INFO : Epoch 274 | loss: 0.0310669 | val_loss: 0.0311889 | Time: 2818.98 ms [2020-12-18 21:04:10 main:581] : INFO : Epoch 275 | loss: 0.0310592 | val_loss: 0.0311785 | Time: 2821.07 ms [2020-12-18 21:04:12 main:581] : INFO : Epoch 276 | loss: 0.0310571 | val_loss: 0.0311809 | Time: 2816.2 ms [2020-12-18 21:04:15 main:581] : INFO : Epoch 277 | loss: 0.0310618 | val_loss: 0.0311789 | Time: 2821.98 ms [2020-12-18 21:04:18 main:581] : INFO : Epoch 278 | loss: 0.0310653 | val_loss: 0.0311794 | Time: 2821.87 ms [2020-12-18 21:04:21 main:581] : INFO : Epoch 279 | loss: 0.0310678 | val_loss: 0.0311988 | Time: 2816.74 ms [2020-12-18 21:04:24 main:581] : INFO : Epoch 280 | loss: 0.0310548 | val_loss: 0.0311966 | Time: 2821.38 ms [2020-12-18 21:04:27 main:581] : INFO : Epoch 281 | loss: 0.0310507 | val_loss: 0.0311913 | Time: 2822.01 ms [2020-12-18 21:04:29 main:581] : INFO : Epoch 282 | loss: 0.0310497 | val_loss: 0.0311868 | Time: 2824.65 ms [2020-12-18 21:04:32 main:581] : INFO : Epoch 283 | loss: 0.0310486 | val_loss: 0.0311992 | Time: 2820.48 ms [2020-12-18 21:04:35 main:581] : INFO : Epoch 284 | loss: 0.0310505 | val_loss: 0.0312022 | Time: 2825.13 ms [2020-12-18 21:04:38 main:581] : INFO : Epoch 285 | loss: 0.0310527 | val_loss: 0.0311885 | Time: 2824.03 ms [2020-12-18 21:04:41 main:581] : INFO : Epoch 286 | loss: 0.0310585 | val_loss: 0.0312016 | Time: 2816.78 ms [2020-12-18 21:04:43 main:581] : INFO : Epoch 287 | loss: 0.0310549 | val_loss: 0.0312017 | Time: 2824.45 ms [2020-12-18 21:04:46 main:581] : INFO : Epoch 288 | loss: 0.031051 | val_loss: 0.0312056 | Time: 2805.56 ms [2020-12-18 21:04:49 main:581] : INFO : Epoch 289 | loss: 0.0310508 | val_loss: 0.0311825 | Time: 2826.59 ms [2020-12-18 21:04:52 main:581] : INFO : Epoch 290 | loss: 0.0310502 | val_loss: 0.0311932 | Time: 2818.9 ms [2020-12-18 21:04:55 main:581] : INFO : Epoch 291 | loss: 0.0310522 | val_loss: 0.0312076 | Time: 2820.06 ms [2020-12-18 21:04:58 main:581] : INFO : Epoch 292 | loss: 0.0310525 | val_loss: 0.0311955 | Time: 2817.53 ms [2020-12-18 21:05:00 main:581] : INFO : Epoch 293 | loss: 0.0310576 | val_loss: 0.0312022 | Time: 2816.86 ms [2020-12-18 21:05:03 main:581] : INFO : Epoch 294 | loss: 0.0310634 | val_loss: 0.0311975 | Time: 2816.55 ms [2020-12-18 21:05:06 main:581] : INFO : Epoch 295 | loss: 0.0310537 | val_loss: 0.0311973 | Time: 2823.75 ms [2020-12-18 21:05:09 main:581] : INFO : Epoch 296 | loss: 0.0310485 | val_loss: 0.0312005 | Time: 2822.64 ms [2020-12-18 21:05:12 main:581] : INFO : Epoch 297 | loss: 0.0310562 | val_loss: 0.0312138 | Time: 2825.57 ms [2020-12-18 21:05:14 main:581] : INFO : Epoch 298 | loss: 0.0310569 | val_loss: 0.0312106 | Time: 2814.81 ms [2020-12-18 21:05:17 main:581] : INFO : Epoch 299 | loss: 0.0310626 | val_loss: 0.0311988 | Time: 2814.88 ms [2020-12-18 21:05:20 main:581] : INFO : Epoch 300 | loss: 0.0310698 | val_loss: 0.0311918 | Time: 2818.98 ms [2020-12-18 21:05:23 main:581] : INFO : Epoch 301 | loss: 0.0310645 | val_loss: 0.0312107 | Time: 2813.41 ms [2020-12-18 21:05:26 main:581] : INFO : Epoch 302 | loss: 0.0310505 | val_loss: 0.0311919 | Time: 2813.69 ms [2020-12-18 21:05:29 main:581] : INFO : Epoch 303 | loss: 0.0310455 | val_loss: 0.0311912 | Time: 2821.08 ms [2020-12-18 21:05:31 main:581] : INFO : Epoch 304 | loss: 0.0310442 | val_loss: 0.0311852 | Time: 2817.23 ms [2020-12-18 21:05:34 main:581] : INFO : Epoch 305 | loss: 0.0310466 | val_loss: 0.0312074 | Time: 2816.41 ms [2020-12-18 21:05:37 main:581] : INFO : Epoch 306 | loss: 0.0310544 | val_loss: 0.0311916 | Time: 2820.52 ms [2020-12-18 21:05:40 main:581] : INFO : Epoch 307 | loss: 0.0310478 | val_loss: 0.0311985 | Time: 2807.3 ms [2020-12-18 21:05:43 main:581] : INFO : Epoch 308 | loss: 0.0310482 | val_loss: 0.0312039 | Time: 2815.82 ms [2020-12-18 21:05:45 main:581] : INFO : Epoch 309 | loss: 0.0310486 | val_loss: 0.0311907 | Time: 2817.94 ms [2020-12-18 21:05:48 main:581] : INFO : Epoch 310 | loss: 0.0310466 | val_loss: 0.0312145 | Time: 2823.33 ms [2020-12-18 21:05:51 main:581] : INFO : Epoch 311 | loss: 0.0310414 | val_loss: 0.0312293 | Time: 2825.81 ms [2020-12-18 21:05:54 main:581] : INFO : Epoch 312 | loss: 0.0310501 | val_loss: 0.0311938 | Time: 2806.34 ms [2020-12-18 21:05:57 main:581] : INFO : Epoch 313 | loss: 0.0310468 | val_loss: 0.0312029 | Time: 2824.55 ms [2020-12-18 21:06:00 main:581] : INFO : Epoch 314 | loss: 0.0310416 | val_loss: 0.0311919 | Time: 2820.93 ms [2020-12-18 21:06:02 main:581] : INFO : Epoch 315 | loss: 0.0310438 | val_loss: 0.0311997 | Time: 2821.26 ms [2020-12-18 21:06:05 main:581] : INFO : Epoch 316 | loss: 0.0310502 | val_loss: 0.0311977 | Time: 2821.96 ms [2020-12-18 21:06:08 main:581] : INFO : Epoch 317 | loss: 0.0310485 | val_loss: 0.0311983 | Time: 2822.77 ms [2020-12-18 21:06:11 main:581] : INFO : Epoch 318 | loss: 0.0310426 | val_loss: 0.031207 | Time: 2822.58 ms [2020-12-18 21:06:14 main:581] : INFO : Epoch 319 | loss: 0.0310511 | val_loss: 0.0311958 | Time: 2821.83 ms [2020-12-18 21:06:16 main:581] : INFO : Epoch 320 | loss: 0.0310466 | val_loss: 0.0311989 | Time: 2813.72 ms [2020-12-18 21:06:19 main:581] : INFO : Epoch 321 | loss: 0.0310455 | val_loss: 0.0311959 | Time: 2817.77 ms [2020-12-18 21:06:22 main:581] : INFO : Epoch 322 | loss: 0.0310476 | val_loss: 0.0311911 | Time: 2811.54 ms [2020-12-18 21:06:25 main:581] : INFO : Epoch 323 | loss: 0.031047 | val_loss: 0.0312192 | Time: 2813.47 ms [2020-12-18 21:06:28 main:581] : INFO : Epoch 324 | loss: 0.0310671 | val_loss: 0.0312199 | Time: 2816.3 ms [2020-12-18 21:06:31 main:581] : INFO : Epoch 325 | loss: 0.0310566 | val_loss: 0.0312071 | Time: 2815.51 ms [2020-12-18 21:06:33 main:581] : INFO : Epoch 326 | loss: 0.0310482 | val_loss: 0.0312211 | Time: 2816.51 ms [2020-12-18 21:06:36 main:581] : INFO : Epoch 327 | loss: 0.0310513 | val_loss: 0.0312047 | Time: 2825.36 ms [2020-12-18 21:06:39 main:581] : INFO : Epoch 328 | loss: 0.0310524 | val_loss: 0.0311919 | Time: 2817.16 ms [2020-12-18 21:06:42 main:581] : INFO : Epoch 329 | loss: 0.0310598 | val_loss: 0.0311978 | Time: 2817.46 ms [2020-12-18 21:06:45 main:581] : INFO : Epoch 330 | loss: 0.031049 | val_loss: 0.0311995 | Time: 2819.49 ms [2020-12-18 21:06:47 main:581] : INFO : Epoch 331 | loss: 0.031046 | val_loss: 0.0312195 | Time: 2820.72 ms [2020-12-18 21:06:50 main:581] : INFO : Epoch 332 | loss: 0.0310426 | val_loss: 0.0312212 | Time: 2812.71 ms [2020-12-18 21:06:53 main:581] : INFO : Epoch 333 | loss: 0.0310494 | val_loss: 0.0312141 | Time: 2823.37 ms [2020-12-18 21:06:56 main:581] : INFO : Epoch 334 | loss: 0.0310557 | val_loss: 0.0312106 | Time: 2827 ms [2020-12-18 21:06:59 main:581] : INFO : Epoch 335 | loss: 0.0310608 | val_loss: 0.031202 | Time: 2811.48 ms [2020-12-18 21:07:02 main:581] : INFO : Epoch 336 | loss: 0.0310491 | val_loss: 0.0312017 | Time: 2815.2 ms [2020-12-18 21:07:04 main:581] : INFO : Epoch 337 | loss: 0.0310483 | val_loss: 0.0311996 | Time: 2818.51 ms [2020-12-18 21:07:07 main:581] : INFO : Epoch 338 | loss: 0.0310426 | val_loss: 0.0312174 | Time: 2817.81 ms [2020-12-18 21:07:10 main:581] : INFO : Epoch 339 | loss: 0.031041 | val_loss: 0.0312003 | Time: 2817.15 ms [2020-12-18 21:07:13 main:581] : INFO : Epoch 340 | loss: 0.0310464 | val_loss: 0.0312244 | Time: 2818.51 ms [2020-12-18 21:07:16 main:581] : INFO : Epoch 341 | loss: 0.0310425 | val_loss: 0.0312115 | Time: 2820.23 ms [2020-12-18 21:07:18 main:581] : INFO : Epoch 342 | loss: 0.0310444 | val_loss: 0.0312088 | Time: 2813.38 ms [2020-12-18 21:07:21 main:581] : INFO : Epoch 343 | loss: 0.0310442 | val_loss: 0.0312152 | Time: 2813.43 ms [2020-12-18 21:07:24 main:581] : INFO : Epoch 344 | loss: 0.0310383 | val_loss: 0.0312176 | Time: 2818.27 ms [2020-12-18 21:07:27 main:581] : INFO : Epoch 345 | loss: 0.0310428 | val_loss: 0.0312104 | Time: 2816.28 ms [2020-12-18 21:07:30 main:581] : INFO : Epoch 346 | loss: 0.0310392 | val_loss: 0.0312211 | Time: 2816.99 ms [2020-12-18 21:07:33 main:581] : INFO : Epoch 347 | loss: 0.0310409 | val_loss: 0.0312099 | Time: 2822.3 ms [2020-12-18 21:07:35 main:581] : INFO : Epoch 348 | loss: 0.0310442 | val_loss: 0.0312346 | Time: 2815.12 ms [2020-12-18 21:07:38 main:581] : INFO : Epoch 349 | loss: 0.031046 | val_loss: 0.0312131 | Time: 2817.93 ms [2020-12-18 21:07:41 main:581] : INFO : Epoch 350 | loss: 0.0310465 | val_loss: 0.0312326 | Time: 2818.68 ms [2020-12-18 21:07:44 main:581] : INFO : Epoch 351 | loss: 0.0310383 | val_loss: 0.0312293 | Time: 2823.77 ms [2020-12-18 21:07:47 main:581] : INFO : Epoch 352 | loss: 0.0310348 | val_loss: 0.0312145 | Time: 2825 ms [2020-12-18 21:07:49 main:581] : INFO : Epoch 353 | loss: 0.0310402 | val_loss: 0.0312305 | Time: 2824.77 ms [2020-12-18 21:07:52 main:581] : INFO : Epoch 354 | loss: 0.0310386 | val_loss: 0.0312112 | Time: 2811.87 ms [2020-12-18 21:07:55 main:581] : INFO : Epoch 355 | loss: 0.0310357 | val_loss: 0.0312174 | Time: 2818.51 ms [2020-12-18 21:07:58 main:581] : INFO : Epoch 356 | loss: 0.031037 | val_loss: 0.0312211 | Time: 2818.27 ms [2020-12-18 21:08:01 main:581] : INFO : Epoch 357 | loss: 0.0310387 | val_loss: 0.0312026 | Time: 2821.46 ms [2020-12-18 21:08:04 main:581] : INFO : Epoch 358 | loss: 0.0310395 | val_loss: 0.0312 | Time: 2814.1 ms [2020-12-18 21:08:06 main:581] : INFO : Epoch 359 | loss: 0.03104 | val_loss: 0.0312198 | Time: 2818.17 ms [2020-12-18 21:08:09 main:581] : INFO : Epoch 360 | loss: 0.0310373 | val_loss: 0.0312118 | Time: 2809.81 ms [2020-12-18 21:08:12 main:581] : INFO : Epoch 361 | loss: 0.0310402 | val_loss: 0.031208 | Time: 2820.29 ms [2020-12-18 21:08:15 main:581] : INFO : Epoch 362 | loss: 0.0310357 | val_loss: 0.0312151 | Time: 2821.08 ms [2020-12-18 21:08:18 main:581] : INFO : Epoch 363 | loss: 0.0310334 | val_loss: 0.0312098 | Time: 2823.95 ms [2020-12-18 21:08:20 main:581] : INFO : Epoch 364 | loss: 0.0310357 | val_loss: 0.0312147 | Time: 2822.54 ms [2020-12-18 21:08:23 main:581] : INFO : Epoch 365 | loss: 0.0310426 | val_loss: 0.0312135 | Time: 2819.02 ms [2020-12-18 21:08:26 main:581] : INFO : Epoch 366 | loss: 0.0310348 | val_loss: 0.0312174 | Time: 2823.49 ms [2020-12-18 21:08:29 main:581] : INFO : Epoch 367 | loss: 0.0310321 | val_loss: 0.0312175 | Time: 2824.56 ms [2020-12-18 21:08:32 main:581] : INFO : Epoch 368 | loss: 0.0310346 | val_loss: 0.0312023 | Time: 2816.01 ms [2020-12-18 21:08:35 main:581] : INFO : Epoch 369 | loss: 0.0310326 | val_loss: 0.0312187 | Time: 2822.48 ms [2020-12-18 21:08:37 main:581] : INFO : Epoch 370 | loss: 0.0310303 | val_loss: 0.0312005 | Time: 2814.13 ms [2020-12-18 21:08:40 main:581] : INFO : Epoch 371 | loss: 0.0310377 | val_loss: 0.0312311 | Time: 2818.68 ms [2020-12-18 21:08:43 main:581] : INFO : Epoch 372 | loss: 0.0310471 | val_loss: 0.0312215 | Time: 2821.21 ms [2020-12-18 21:08:46 main:581] : INFO : Epoch 373 | loss: 0.0310428 | val_loss: 0.0312276 | Time: 2817.19 ms [2020-12-18 21:08:49 main:581] : INFO : Epoch 374 | loss: 0.0310411 | val_loss: 0.0312344 | Time: 2818.91 ms [2020-12-18 21:08:52 main:581] : INFO : Epoch 375 | loss: 0.0310391 | val_loss: 0.0312222 | Time: 2826.3 ms [2020-12-18 21:08:54 main:581] : INFO : Epoch 376 | loss: 0.0310432 | val_loss: 0.0311863 | Time: 2818.31 ms [2020-12-18 21:08:57 main:581] : INFO : Epoch 377 | loss: 0.0310345 | val_loss: 0.0312177 | Time: 2824.02 ms [2020-12-18 21:09:00 main:581] : INFO : Epoch 378 | loss: 0.0310352 | val_loss: 0.0312084 | Time: 2823.92 ms [2020-12-18 21:09:03 main:581] : INFO : Epoch 379 | loss: 0.0310377 | val_loss: 0.0311962 | Time: 2824.75 ms [2020-12-18 21:09:06 main:581] : INFO : Epoch 380 | loss: 0.0310484 | val_loss: 0.031244 | Time: 2824.17 ms [2020-12-18 21:09:08 main:581] : INFO : Epoch 381 | loss: 0.0310441 | val_loss: 0.0312223 | Time: 2815.53 ms [2020-12-18 21:09:11 main:581] : INFO : Epoch 382 | loss: 0.0310335 | val_loss: 0.0312295 | Time: 2819.99 ms [2020-12-18 21:09:14 main:581] : INFO : Epoch 383 | loss: 0.0310321 | val_loss: 0.0312183 | Time: 2817.5 ms [2020-12-18 21:09:17 main:581] : INFO : Epoch 384 | loss: 0.0310343 | val_loss: 0.0312115 | Time: 2820.52 ms [2020-12-18 21:09:20 main:581] : INFO : Epoch 385 | loss: 0.031039 | val_loss: 0.0312181 | Time: 2820.97 ms [2020-12-18 21:09:23 main:581] : INFO : Epoch 386 | loss: 0.0310604 | val_loss: 0.0311946 | Time: 2822.36 ms [2020-12-18 21:09:25 main:581] : INFO : Epoch 387 | loss: 0.0310574 | val_loss: 0.0311998 | Time: 2822.59 ms [2020-12-18 21:09:28 main:581] : INFO : Epoch 388 | loss: 0.0310397 | val_loss: 0.0312125 | Time: 2819.99 ms [2020-12-18 21:09:31 main:581] : INFO : Epoch 389 | loss: 0.0310317 | val_loss: 0.0312243 | Time: 2821.44 ms [2020-12-18 21:09:34 main:581] : INFO : Epoch 390 | loss: 0.0310313 | val_loss: 0.0312005 | Time: 2821.34 ms [2020-12-18 21:09:37 main:581] : INFO : Epoch 391 | loss: 0.0310352 | val_loss: 0.0312288 | Time: 2822.58 ms [2020-12-18 21:09:39 main:581] : INFO : Epoch 392 | loss: 0.0310354 | val_loss: 0.0312029 | Time: 2819.23 ms [2020-12-18 21:09:42 main:581] : INFO : Epoch 393 | loss: 0.0310374 | val_loss: 0.0312066 | Time: 2821.71 ms [2020-12-18 21:09:45 main:581] : INFO : Epoch 394 | loss: 0.0310461 | val_loss: 0.0312063 | Time: 2825.7 ms [2020-12-18 21:09:48 main:581] : INFO : Epoch 395 | loss: 0.0310393 | val_loss: 0.0312138 | Time: 2824.91 ms [2020-12-18 21:09:51 main:581] : INFO : Epoch 396 | loss: 0.0310377 | val_loss: 0.0312024 | Time: 2818.57 ms [2020-12-18 21:09:54 main:581] : INFO : Epoch 397 | loss: 0.0310293 | val_loss: 0.0312153 | Time: 2825.78 ms [2020-12-18 21:09:56 main:581] : INFO : Epoch 398 | loss: 0.0310379 | val_loss: 0.0312136 | Time: 2821.62 ms [2020-12-18 21:09:59 main:581] : INFO : Epoch 399 | loss: 0.031041 | val_loss: 0.0312055 | Time: 2825.37 ms [2020-12-18 21:10:02 main:581] : INFO : Epoch 400 | loss: 0.0310388 | val_loss: 0.0312057 | Time: 2824.04 ms [2020-12-18 21:10:05 main:581] : INFO : Epoch 401 | loss: 0.0310431 | val_loss: 0.0312082 | Time: 2824.51 ms [2020-12-18 21:10:08 main:581] : INFO : Epoch 402 | loss: 0.0310356 | val_loss: 0.0312242 | Time: 2818.76 ms [2020-12-18 21:10:11 main:581] : INFO : Epoch 403 | loss: 0.0310333 | val_loss: 0.0312366 | Time: 2821.26 ms [2020-12-18 21:10:13 main:581] : INFO : Epoch 404 | loss: 0.03104 | val_loss: 0.0312221 | Time: 2823.73 ms [2020-12-18 21:10:16 main:581] : INFO : Epoch 405 | loss: 0.0310347 | val_loss: 0.0312114 | Time: 2821.56 ms [2020-12-18 21:10:19 main:581] : INFO : Epoch 406 | loss: 0.0310333 | val_loss: 0.0312254 | Time: 2822.8 ms [2020-12-18 21:10:22 main:581] : INFO : Epoch 407 | loss: 0.0310311 | val_loss: 0.0312088 | Time: 2823.09 ms [2020-12-18 21:10:25 main:581] : INFO : Epoch 408 | loss: 0.0310287 | val_loss: 0.0312178 | Time: 2824.93 ms [2020-12-18 21:10:27 main:581] : INFO : Epoch 409 | loss: 0.0310275 | val_loss: 0.031223 | Time: 2821.6 ms [2020-12-18 21:10:30 main:581] : INFO : Epoch 410 | loss: 0.0310418 | val_loss: 0.0312101 | Time: 2823.73 ms [2020-12-18 21:10:33 main:581] : INFO : Epoch 411 | loss: 0.0310303 | val_loss: 0.0312272 | Time: 2821.98 ms [2020-12-18 21:10:36 main:581] : INFO : Epoch 412 | loss: 0.0310286 | val_loss: 0.0312098 | Time: 2821.62 ms [2020-12-18 21:10:39 main:581] : INFO : Epoch 413 | loss: 0.0310344 | val_loss: 0.0312183 | Time: 2823.13 ms [2020-12-18 21:10:42 main:581] : INFO : Epoch 414 | loss: 0.0310307 | val_loss: 0.0312093 | Time: 2823.69 ms [2020-12-18 21:10:44 main:581] : INFO : Epoch 415 | loss: 0.0310327 | val_loss: 0.0312244 | Time: 2820.13 ms [2020-12-18 21:10:47 main:581] : INFO : Epoch 416 | loss: 0.0310338 | val_loss: 0.0312366 | Time: 2849.92 ms [2020-12-18 21:10:50 main:581] : INFO : Epoch 417 | loss: 0.0310307 | val_loss: 0.0312321 | Time: 2818.3 ms [2020-12-18 21:10:53 main:581] : INFO : Epoch 418 | loss: 0.0310362 | val_loss: 0.0312292 | Time: 2825.09 ms [2020-12-18 21:10:56 main:581] : INFO : Epoch 419 | loss: 0.0310341 | val_loss: 0.0312371 | Time: 2806.12 ms [2020-12-18 21:10:59 main:581] : INFO : Epoch 420 | loss: 0.0310248 | val_loss: 0.0312285 | Time: 2819.44 ms [2020-12-18 21:11:01 main:581] : INFO : Epoch 421 | loss: 0.0310315 | val_loss: 0.0312138 | Time: 2836.79 ms [2020-12-18 21:11:04 main:581] : INFO : Epoch 422 | loss: 0.031034 | val_loss: 0.0312143 | Time: 2812.02 ms [2020-12-18 21:11:07 main:581] : INFO : Epoch 423 | loss: 0.0310321 | val_loss: 0.0312261 | Time: 2815.49 ms [2020-12-18 21:11:10 main:581] : INFO : Epoch 424 | loss: 0.0310257 | val_loss: 0.0312325 | Time: 2811.36 ms [2020-12-18 21:11:13 main:581] : INFO : Epoch 425 | loss: 0.0310308 | val_loss: 0.0312146 | Time: 2808.61 ms [2020-12-18 21:11:15 main:581] : INFO : Epoch 426 | loss: 0.0310256 | val_loss: 0.0312213 | Time: 2812.14 ms [2020-12-18 21:11:18 main:581] : INFO : Epoch 427 | loss: 0.0310346 | val_loss: 0.031239 | Time: 2843.46 ms [2020-12-18 21:11:21 main:581] : INFO : Epoch 428 | loss: 0.0310296 | val_loss: 0.0312187 | Time: 2821.78 ms [2020-12-18 21:11:24 main:581] : INFO : Epoch 429 | loss: 0.0310515 | val_loss: 0.0312355 | Time: 2821.49 ms [2020-12-18 21:11:27 main:581] : INFO : Epoch 430 | loss: 0.0310459 | val_loss: 0.0312152 | Time: 2817.8 ms [2020-12-18 21:11:30 main:581] : INFO : Epoch 431 | loss: 0.0310293 | val_loss: 0.0312163 | Time: 2817.15 ms [2020-12-18 21:11:32 main:581] : INFO : Epoch 432 | loss: 0.0310277 | val_loss: 0.0312267 | Time: 2818.92 ms [2020-12-18 21:11:35 main:581] : INFO : Epoch 433 | loss: 0.0310279 | val_loss: 0.0312225 | Time: 2817.48 ms [2020-12-18 21:11:38 main:581] : INFO : Epoch 434 | loss: 0.0310351 | val_loss: 0.0312105 | Time: 2819.11 ms [2020-12-18 21:11:41 main:581] : INFO : Epoch 435 | loss: 0.0310289 | val_loss: 0.031256 | Time: 2819.49 ms [2020-12-18 21:11:44 main:581] : INFO : Epoch 436 | loss: 0.0310435 | val_loss: 0.0311995 | Time: 2822.3 ms [2020-12-18 21:11:46 main:581] : INFO : Epoch 437 | loss: 0.0310425 | val_loss: 0.031212 | Time: 2838.54 ms [2020-12-18 21:11:49 main:581] : INFO : Epoch 438 | loss: 0.0310739 | val_loss: 0.0311939 | Time: 2815.73 ms [2020-12-18 21:11:52 main:581] : INFO : Epoch 439 | loss: 0.0310552 | val_loss: 0.0312098 | Time: 2819.91 ms [2020-12-18 21:11:55 main:581] : INFO : Epoch 440 | loss: 0.0310347 | val_loss: 0.0312333 | Time: 2818.79 ms [2020-12-18 21:11:58 main:581] : INFO : Epoch 441 | loss: 0.0310295 | val_loss: 0.0312263 | Time: 2822.13 ms [2020-12-18 21:12:01 main:581] : INFO : Epoch 442 | loss: 0.0310347 | val_loss: 0.0311936 | Time: 2845.09 ms [2020-12-18 21:12:03 main:581] : INFO : Epoch 443 | loss: 0.0310365 | val_loss: 0.0312204 | Time: 2817.58 ms [2020-12-18 21:12:06 main:581] : INFO : Epoch 444 | loss: 0.0310356 | val_loss: 0.0312011 | Time: 2815.71 ms [2020-12-18 21:12:09 main:581] : INFO : Epoch 445 | loss: 0.0310271 | val_loss: 0.0312196 | Time: 2813.9 ms [2020-12-18 21:12:12 main:581] : INFO : Epoch 446 | loss: 0.0310213 | val_loss: 0.0312248 | Time: 2814.03 ms [2020-12-18 21:12:15 main:581] : INFO : Epoch 447 | loss: 0.0310228 | val_loss: 0.0312289 | Time: 2810.82 ms [2020-12-18 21:12:18 main:581] : INFO : Epoch 448 | loss: 0.0310256 | val_loss: 0.0312208 | Time: 2842.44 ms [2020-12-18 21:12:20 main:581] : INFO : Epoch 449 | loss: 0.0310275 | val_loss: 0.0312243 | Time: 2819.27 ms [2020-12-18 21:12:23 main:581] : INFO : Epoch 450 | loss: 0.0310286 | val_loss: 0.0312362 | Time: 2822.57 ms [2020-12-18 21:12:26 main:581] : INFO : Epoch 451 | loss: 0.0310292 | val_loss: 0.0312278 | Time: 2813.47 ms [2020-12-18 21:12:29 main:581] : INFO : Epoch 452 | loss: 0.0310269 | val_loss: 0.0312293 | Time: 2818.03 ms [2020-12-18 21:12:32 main:581] : INFO : Epoch 453 | loss: 0.0310735 | val_loss: 0.0311914 | Time: 2805.09 ms [2020-12-18 21:12:34 main:581] : INFO : Epoch 454 | loss: 0.0310603 | val_loss: 0.0312201 | Time: 2818.77 ms [2020-12-18 21:12:37 main:581] : INFO : Epoch 455 | loss: 0.0310419 | val_loss: 0.0312166 | Time: 2821.98 ms [2020-12-18 21:12:40 main:581] : INFO : Epoch 456 | loss: 0.0310327 | val_loss: 0.0312195 | Time: 2817.96 ms [2020-12-18 21:12:43 main:581] : INFO : Epoch 457 | loss: 0.031031 | val_loss: 0.031232 | Time: 2818.55 ms [2020-12-18 21:12:46 main:581] : INFO : Epoch 458 | loss: 0.0310267 | val_loss: 0.0312526 | Time: 2820.65 ms [2020-12-18 21:12:49 main:581] : INFO : Epoch 459 | loss: 0.0310193 | val_loss: 0.0312292 | Time: 2812.29 ms [2020-12-18 21:12:51 main:581] : INFO : Epoch 460 | loss: 0.0310222 | val_loss: 0.0312245 | Time: 2816.21 ms [2020-12-18 21:12:54 main:581] : INFO : Epoch 461 | loss: 0.0310283 | val_loss: 0.0312214 | Time: 2813.62 ms [2020-12-18 21:12:57 main:581] : INFO : Epoch 462 | loss: 0.0310219 | val_loss: 0.0312134 | Time: 2823.97 ms [2020-12-18 21:13:00 main:581] : INFO : Epoch 463 | loss: 0.0310286 | val_loss: 0.0312566 | Time: 2826.8 ms [2020-12-18 21:13:03 main:581] : INFO : Epoch 464 | loss: 0.0310344 | val_loss: 0.0312239 | Time: 2815.97 ms [2020-12-18 21:13:05 main:581] : INFO : Epoch 465 | loss: 0.0310283 | val_loss: 0.0312467 | Time: 2817.31 ms [2020-12-18 21:13:08 main:581] : INFO : Epoch 466 | loss: 0.0310334 | val_loss: 0.0312102 | Time: 2817.8 ms [2020-12-18 21:13:11 main:581] : INFO : Epoch 467 | loss: 0.0310386 | val_loss: 0.0312062 | Time: 2818.06 ms [2020-12-18 21:13:14 main:581] : INFO : Epoch 468 | loss: 0.0310335 | val_loss: 0.0312358 | Time: 2820.45 ms [2020-12-18 21:13:17 main:581] : INFO : Epoch 469 | loss: 0.0310245 | val_loss: 0.0312213 | Time: 2843.85 ms [2020-12-18 21:13:20 main:581] : INFO : Epoch 470 | loss: 0.0310296 | val_loss: 0.031208 | Time: 2816.99 ms [2020-12-18 21:13:22 main:581] : INFO : Epoch 471 | loss: 0.0310315 | val_loss: 0.0312542 | Time: 2816.93 ms [2020-12-18 21:13:25 main:581] : INFO : Epoch 472 | loss: 0.0310243 | val_loss: 0.0312183 | Time: 2821.23 ms [2020-12-18 21:13:28 main:581] : INFO : Epoch 473 | loss: 0.0310196 | val_loss: 0.0312269 | Time: 2806.69 ms [2020-12-18 21:13:31 main:581] : INFO : Epoch 474 | loss: 0.0310192 | val_loss: 0.0312285 | Time: 2821.3 ms [2020-12-18 21:13:34 main:581] : INFO : Epoch 475 | loss: 0.0310288 | val_loss: 0.0312191 | Time: 2817.57 ms [2020-12-18 21:13:36 main:581] : INFO : Epoch 476 | loss: 0.031025 | val_loss: 0.0312149 | Time: 2810.21 ms [2020-12-18 21:13:39 main:581] : INFO : Epoch 477 | loss: 0.0310236 | val_loss: 0.0312334 | Time: 2808.64 ms [2020-12-18 21:13:42 main:581] : INFO : Epoch 478 | loss: 0.0310353 | val_loss: 0.0312095 | Time: 2816.28 ms [2020-12-18 21:13:45 main:581] : INFO : Epoch 479 | loss: 0.0310372 | val_loss: 0.0312193 | Time: 2817.07 ms [2020-12-18 21:13:48 main:581] : INFO : Epoch 480 | loss: 0.0310407 | val_loss: 0.0311938 | Time: 2837.3 ms [2020-12-18 21:13:51 main:581] : INFO : Epoch 481 | loss: 0.0310245 | val_loss: 0.0312127 | Time: 2819.97 ms [2020-12-18 21:13:53 main:581] : INFO : Epoch 482 | loss: 0.0310202 | val_loss: 0.031211 | Time: 2819.61 ms [2020-12-18 21:13:56 main:581] : INFO : Epoch 483 | loss: 0.0310279 | val_loss: 0.0312534 | Time: 2818.47 ms [2020-12-18 21:13:59 main:581] : INFO : Epoch 484 | loss: 0.0310246 | val_loss: 0.0312118 | Time: 2818.8 ms [2020-12-18 21:14:02 main:581] : INFO : Epoch 485 | loss: 0.0310288 | val_loss: 0.0312273 | Time: 2843.04 ms [2020-12-18 21:14:05 main:581] : INFO : Epoch 486 | loss: 0.0310286 | val_loss: 0.0312135 | Time: 2816.45 ms [2020-12-18 21:14:08 main:581] : INFO : Epoch 487 | loss: 0.0310373 | val_loss: 0.0312104 | Time: 2819.27 ms [2020-12-18 21:14:10 main:581] : INFO : Epoch 488 | loss: 0.031033 | val_loss: 0.0312249 | Time: 2812.49 ms [2020-12-18 21:14:13 main:581] : INFO : Epoch 489 | loss: 0.0310247 | val_loss: 0.0312105 | Time: 2811.97 ms [2020-12-18 21:14:16 main:581] : INFO : Epoch 490 | loss: 0.0310273 | val_loss: 0.0312181 | Time: 2838.29 ms [2020-12-18 21:14:19 main:581] : INFO : Epoch 491 | loss: 0.0310218 | val_loss: 0.0312292 | Time: 2812.89 ms [2020-12-18 21:14:22 main:581] : INFO : Epoch 492 | loss: 0.031024 | val_loss: 0.0312286 | Time: 2808.48 ms [2020-12-18 21:14:24 main:581] : INFO : Epoch 493 | loss: 0.0310199 | val_loss: 0.031238 | Time: 2817.59 ms [2020-12-18 21:14:27 main:581] : INFO : Epoch 494 | loss: 0.0310189 | val_loss: 0.0312182 | Time: 2815.76 ms [2020-12-18 21:14:30 main:581] : INFO : Epoch 495 | loss: 0.0310253 | val_loss: 0.0312255 | Time: 2821.85 ms [2020-12-18 21:14:33 main:581] : INFO : Epoch 496 | loss: 0.0310399 | val_loss: 0.0312294 | Time: 2816.32 ms [2020-12-18 21:14:36 main:581] : INFO : Epoch 497 | loss: 0.0310345 | val_loss: 0.0312266 | Time: 2815.46 ms [2020-12-18 21:14:38 main:581] : INFO : Epoch 498 | loss: 0.031024 | val_loss: 0.0312175 | Time: 2819.09 ms [2020-12-18 21:14:41 main:581] : INFO : Epoch 499 | loss: 0.0310255 | val_loss: 0.0312204 | Time: 2819.55 ms [2020-12-18 21:14:44 main:581] : INFO : Epoch 500 | loss: 0.0310303 | val_loss: 0.0312238 | Time: 2819.2 ms [2020-12-18 21:14:47 main:581] : INFO : Epoch 501 | loss: 0.0310287 | val_loss: 0.0312047 | Time: 2843.42 ms [2020-12-18 21:14:50 main:581] : INFO : Epoch 502 | loss: 0.031028 | val_loss: 0.0312214 | Time: 2821.02 ms [2020-12-18 21:14:53 main:581] : INFO : Epoch 503 | loss: 0.031022 | val_loss: 0.0312236 | Time: 2818.39 ms [2020-12-18 21:14:55 main:581] : INFO : Epoch 504 | loss: 0.0310156 | val_loss: 0.0312656 | Time: 2819.72 ms [2020-12-18 21:14:58 main:581] : INFO : Epoch 505 | loss: 0.0310202 | val_loss: 0.0312208 | Time: 2820.62 ms [2020-12-18 21:15:01 main:581] : INFO : Epoch 506 | loss: 0.031022 | val_loss: 0.0312158 | Time: 2842.46 ms [2020-12-18 21:15:04 main:581] : INFO : Epoch 507 | loss: 0.0310238 | val_loss: 0.0312112 | Time: 2819.91 ms [2020-12-18 21:15:07 main:581] : INFO : Epoch 508 | loss: 0.0310228 | val_loss: 0.0312346 | Time: 2816.45 ms [2020-12-18 21:15:10 main:581] : INFO : Epoch 509 | loss: 0.0310275 | val_loss: 0.0312224 | Time: 2817.49 ms [2020-12-18 21:15:12 main:581] : INFO : Epoch 510 | loss: 0.0310185 | val_loss: 0.0312256 | Time: 2819.32 ms [2020-12-18 21:15:15 main:581] : INFO : Epoch 511 | loss: 0.0310198 | val_loss: 0.0312252 | Time: 2820.6 ms [2020-12-18 21:15:18 main:581] : INFO : Epoch 512 | loss: 0.03102 | val_loss: 0.0312065 | Time: 2844.78 ms [2020-12-18 21:15:21 main:581] : INFO : Epoch 513 | loss: 0.0310224 | val_loss: 0.0312501 | Time: 2826.88 ms [2020-12-18 21:15:24 main:581] : INFO : Epoch 514 | loss: 0.0310178 | val_loss: 0.031203 | Time: 2819.51 ms [2020-12-18 21:15:27 main:581] : INFO : Epoch 515 | loss: 0.0310304 | val_loss: 0.031202 | Time: 2819.46 ms [2020-12-18 21:15:29 main:581] : INFO : Epoch 516 | loss: 0.0310269 | val_loss: 0.0312178 | Time: 2819.4 ms [2020-12-18 21:15:32 main:581] : INFO : Epoch 517 | loss: 0.0310277 | val_loss: 0.0312338 | Time: 2816.54 ms [2020-12-18 21:15:35 main:581] : INFO : Epoch 518 | loss: 0.0310254 | val_loss: 0.0312417 | Time: 2817.46 ms [2020-12-18 21:15:38 main:581] : INFO : Epoch 519 | loss: 0.0310332 | val_loss: 0.0312077 | Time: 2817.58 ms [2020-12-18 21:15:41 main:581] : INFO : Epoch 520 | loss: 0.031044 | val_loss: 0.0312019 | Time: 2821.81 ms [2020-12-18 21:15:43 main:581] : INFO : Epoch 521 | loss: 0.0310307 | val_loss: 0.0312296 | Time: 2824.88 ms [2020-12-18 21:15:46 main:581] : INFO : Epoch 522 | loss: 0.0310274 | val_loss: 0.0312419 | Time: 2821.37 ms [2020-12-18 21:15:49 main:581] : INFO : Epoch 523 | loss: 0.031022 | val_loss: 0.0312227 | Time: 2820.38 ms [2020-12-18 21:15:52 main:581] : INFO : Epoch 524 | loss: 0.0310191 | val_loss: 0.0312218 | Time: 2820.06 ms [2020-12-18 21:15:55 main:581] : INFO : Epoch 525 | loss: 0.0310184 | val_loss: 0.0312266 | Time: 2818.64 ms [2020-12-18 21:15:58 main:581] : INFO : Epoch 526 | loss: 0.031022 | val_loss: 0.0312208 | Time: 2819.47 ms [2020-12-18 21:16:00 main:581] : INFO : Epoch 527 | loss: 0.031025 | val_loss: 0.0312096 | Time: 2818.35 ms [2020-12-18 21:16:03 main:581] : INFO : Epoch 528 | loss: 0.0310211 | val_loss: 0.0312221 | Time: 2812.33 ms [2020-12-18 21:16:06 main:581] : INFO : Epoch 529 | loss: 0.0310218 | val_loss: 0.0312389 | Time: 2815.41 ms [2020-12-18 21:16:09 main:581] : INFO : Epoch 530 | loss: 0.0310277 | val_loss: 0.0312216 | Time: 2813.65 ms [2020-12-18 21:16:12 main:581] : INFO : Epoch 531 | loss: 0.0310231 | val_loss: 0.031252 | Time: 2808.75 ms [2020-12-18 21:16:14 main:581] : INFO : Epoch 532 | loss: 0.0310144 | val_loss: 0.0312411 | Time: 2819.36 ms [2020-12-18 21:16:17 main:581] : INFO : Epoch 533 | loss: 0.031016 | val_loss: 0.0312488 | Time: 2819.58 ms [2020-12-18 21:16:20 main:581] : INFO : Epoch 534 | loss: 0.031028 | val_loss: 0.0312187 | Time: 2814.73 ms [2020-12-18 21:16:23 main:581] : INFO : Epoch 535 | loss: 0.0310241 | val_loss: 0.0312239 | Time: 2811.34 ms [2020-12-18 21:16:26 main:581] : INFO : Epoch 536 | loss: 0.0310222 | val_loss: 0.0312183 | Time: 2809.52 ms [2020-12-18 21:16:28 main:581] : INFO : Epoch 537 | loss: 0.0310202 | val_loss: 0.0312273 | Time: 2818.55 ms [2020-12-18 21:16:31 main:581] : INFO : Epoch 538 | loss: 0.0310204 | val_loss: 0.031255 | Time: 2812.45 ms [2020-12-18 21:16:34 main:581] : INFO : Epoch 539 | loss: 0.0310172 | val_loss: 0.0312446 | Time: 2825.52 ms [2020-12-18 21:16:37 main:581] : INFO : Epoch 540 | loss: 0.0310219 | val_loss: 0.0312351 | Time: 2822.98 ms [2020-12-18 21:16:40 main:581] : INFO : Epoch 541 | loss: 0.0310253 | val_loss: 0.0312388 | Time: 2818.13 ms [2020-12-18 21:16:43 main:581] : INFO : Epoch 542 | loss: 0.0310217 | val_loss: 0.031224 | Time: 2822.55 ms [2020-12-18 21:16:45 main:581] : INFO : Epoch 543 | loss: 0.0310272 | val_loss: 0.0312277 | Time: 2892.8 ms [2020-12-18 21:16:48 main:581] : INFO : Epoch 544 | loss: 0.0310209 | val_loss: 0.0312486 | Time: 2850.95 ms [2020-12-18 21:16:51 main:581] : INFO : Epoch 545 | loss: 0.0310201 | val_loss: 0.0312255 | Time: 3024.86 ms [2020-12-18 21:16:54 main:581] : INFO : Epoch 546 | loss: 0.0310179 | val_loss: 0.0312309 | Time: 2863.7 ms [2020-12-18 21:16:57 main:581] : INFO : Epoch 547 | loss: 0.0310241 | val_loss: 0.0312288 | Time: 2912 ms [2020-12-18 21:17:00 main:581] : INFO : Epoch 548 | loss: 0.0310217 | val_loss: 0.0312329 | Time: 2818.71 ms [2020-12-18 21:17:03 main:581] : INFO : Epoch 549 | loss: 0.0310139 | val_loss: 0.0312451 | Time: 2816.74 ms [2020-12-18 21:17:06 main:581] : INFO : Epoch 550 | loss: 0.0310218 | val_loss: 0.0312333 | Time: 2819.01 ms [2020-12-18 21:17:08 main:581] : INFO : Epoch 551 | loss: 0.0310243 | val_loss: 0.031219 | Time: 2816.16 ms [2020-12-18 21:17:11 main:581] : INFO : Epoch 552 | loss: 0.0310222 | val_loss: 0.0312278 | Time: 2817.67 ms [2020-12-18 21:17:14 main:581] : INFO : Epoch 553 | loss: 0.0310211 | val_loss: 0.0312308 | Time: 2817.34 ms [2020-12-18 21:17:17 main:581] : INFO : Epoch 554 | loss: 0.0310161 | val_loss: 0.031226 | Time: 2814.03 ms [2020-12-18 21:17:20 main:581] : INFO : Epoch 555 | loss: 0.03102 | val_loss: 0.0312242 | Time: 2814.54 ms [2020-12-18 21:17:23 main:581] : INFO : Epoch 556 | loss: 0.0310191 | val_loss: 0.0312149 | Time: 2815.92 ms [2020-12-18 21:17:25 main:581] : INFO : Epoch 557 | loss: 0.0310237 | val_loss: 0.0312269 | Time: 2812.94 ms [2020-12-18 21:17:28 main:581] : INFO : Epoch 558 | loss: 0.0310213 | val_loss: 0.0312155 | Time: 2812.2 ms [2020-12-18 21:17:31 main:581] : INFO : Epoch 559 | loss: 0.0310234 | val_loss: 0.0312281 | Time: 2817.14 ms [2020-12-18 21:17:34 main:581] : INFO : Epoch 560 | loss: 0.0310209 | val_loss: 0.0312371 | Time: 2818.15 ms [2020-12-18 21:17:37 main:581] : INFO : Epoch 561 | loss: 0.0310207 | val_loss: 0.0312235 | Time: 2822.01 ms [2020-12-18 21:17:39 main:581] : INFO : Epoch 562 | loss: 0.0310187 | val_loss: 0.0312412 | Time: 2819.6 ms [2020-12-18 21:17:42 main:581] : INFO : Epoch 563 | loss: 0.0310127 | val_loss: 0.0312365 | Time: 2816.25 ms [2020-12-18 21:17:45 main:581] : INFO : Epoch 564 | loss: 0.031019 | val_loss: 0.0312417 | Time: 2819.23 ms [2020-12-18 21:17:48 main:581] : INFO : Epoch 565 | loss: 0.0310195 | val_loss: 0.03122 | Time: 2817.89 ms [2020-12-18 21:17:51 main:581] : INFO : Epoch 566 | loss: 0.0310284 | val_loss: 0.0312431 | Time: 2812.49 ms [2020-12-18 21:17:53 main:581] : INFO : Epoch 567 | loss: 0.0310255 | val_loss: 0.0312457 | Time: 2814.52 ms [2020-12-18 21:17:56 main:581] : INFO : Epoch 568 | loss: 0.0310246 | val_loss: 0.031217 | Time: 2821.67 ms [2020-12-18 21:17:59 main:581] : INFO : Epoch 569 | loss: 0.0310278 | val_loss: 0.0312277 | Time: 2817.36 ms [2020-12-18 21:18:02 main:581] : INFO : Epoch 570 | loss: 0.0310257 | val_loss: 0.0312319 | Time: 2820.42 ms [2020-12-18 21:18:05 main:581] : INFO : Epoch 571 | loss: 0.0310207 | val_loss: 0.031233 | Time: 2813.32 ms [2020-12-18 21:18:08 main:581] : INFO : Epoch 572 | loss: 0.0310182 | val_loss: 0.0312334 | Time: 2803.96 ms [2020-12-18 21:18:10 main:581] : INFO : Epoch 573 | loss: 0.0310283 | val_loss: 0.0312356 | Time: 2814.5 ms [2020-12-18 21:18:13 main:581] : INFO : Epoch 574 | loss: 0.0310178 | val_loss: 0.0312234 | Time: 2805.73 ms [2020-12-18 21:18:16 main:581] : INFO : Epoch 575 | loss: 0.0310232 | val_loss: 0.0312099 | Time: 2818.55 ms [2020-12-18 21:18:19 main:581] : INFO : Epoch 576 | loss: 0.0310273 | val_loss: 0.0312239 | Time: 2817.7 ms [2020-12-18 21:18:22 main:581] : INFO : Epoch 577 | loss: 0.0310207 | val_loss: 0.031223 | Time: 2813.7 ms [2020-12-18 21:18:24 main:581] : INFO : Epoch 578 | loss: 0.0310161 | val_loss: 0.0312222 | Time: 2816.09 ms [2020-12-18 21:18:27 main:581] : INFO : Epoch 579 | loss: 0.0310187 | val_loss: 0.0312395 | Time: 2812.21 ms [2020-12-18 21:18:30 main:581] : INFO : Epoch 580 | loss: 0.0310545 | val_loss: 0.0311981 | Time: 2814.23 ms [2020-12-18 21:18:33 main:581] : INFO : Epoch 581 | loss: 0.0310421 | val_loss: 0.0312142 | Time: 2819.01 ms [2020-12-18 21:18:36 main:581] : INFO : Epoch 582 | loss: 0.0310273 | val_loss: 0.0312214 | Time: 2817.5 ms [2020-12-18 21:18:39 main:581] : INFO : Epoch 583 | loss: 0.0310149 | val_loss: 0.0312281 | Time: 2815.27 ms [2020-12-18 21:18:41 main:581] : INFO : Epoch 584 | loss: 0.0310141 | val_loss: 0.0312217 | Time: 2801.6 ms [2020-12-18 21:18:44 main:581] : INFO : Epoch 585 | loss: 0.0310177 | val_loss: 0.031247 | Time: 2811.41 ms [2020-12-18 21:18:47 main:581] : INFO : Epoch 586 | loss: 0.0310145 | val_loss: 0.0312353 | Time: 2801.66 ms [2020-12-18 21:18:50 main:581] : INFO : Epoch 587 | loss: 0.0310183 | val_loss: 0.0312176 | Time: 2808.84 ms [2020-12-18 21:18:53 main:581] : INFO : Epoch 588 | loss: 0.0310157 | val_loss: 0.0312374 | Time: 2818.96 ms [2020-12-18 21:18:55 main:581] : INFO : Epoch 589 | loss: 0.0310201 | val_loss: 0.0312497 | Time: 2811.02 ms [2020-12-18 21:18:58 main:581] : INFO : Epoch 590 | loss: 0.031032 | val_loss: 0.0312186 | Time: 2819.65 ms [2020-12-18 21:19:01 main:581] : INFO : Epoch 591 | loss: 0.0310201 | val_loss: 0.0312413 | Time: 2809.77 ms [2020-12-18 21:19:04 main:581] : INFO : Epoch 592 | loss: 0.0310212 | val_loss: 0.0312236 | Time: 2817.39 ms [2020-12-18 21:19:07 main:581] : INFO : Epoch 593 | loss: 0.0310225 | val_loss: 0.0312264 | Time: 2813.01 ms [2020-12-18 21:19:09 main:581] : INFO : Epoch 594 | loss: 0.0310154 | val_loss: 0.031212 | Time: 2811.13 ms [2020-12-18 21:19:12 main:581] : INFO : Epoch 595 | loss: 0.0310213 | val_loss: 0.0312144 | Time: 2816.08 ms [2020-12-18 21:19:15 main:581] : INFO : Epoch 596 | loss: 0.0310183 | val_loss: 0.0312194 | Time: 2818.69 ms [2020-12-18 21:19:18 main:581] : INFO : Epoch 597 | loss: 0.0310219 | val_loss: 0.0312118 | Time: 2815.23 ms [2020-12-18 21:19:21 main:581] : INFO : Epoch 598 | loss: 0.031025 | val_loss: 0.0312376 | Time: 2817.01 ms [2020-12-18 21:19:24 main:581] : INFO : Epoch 599 | loss: 0.0310245 | val_loss: 0.0312366 | Time: 2818 ms [2020-12-18 21:19:26 main:581] : INFO : Epoch 600 | loss: 0.0310179 | val_loss: 0.0312392 | Time: 2814.96 ms [2020-12-18 21:19:29 main:581] : INFO : Epoch 601 | loss: 0.0310183 | val_loss: 0.0312222 | Time: 2816.14 ms [2020-12-18 21:19:32 main:581] : INFO : Epoch 602 | loss: 0.0310179 | val_loss: 0.0312317 | Time: 2814.51 ms [2020-12-18 21:19:35 main:581] : INFO : Epoch 603 | loss: 0.0310115 | val_loss: 0.0312333 | Time: 2816.36 ms [2020-12-18 21:19:38 main:581] : INFO : Epoch 604 | loss: 0.0310133 | val_loss: 0.031243 | Time: 2818.19 ms [2020-12-18 21:19:40 main:581] : INFO : Epoch 605 | loss: 0.0310189 | val_loss: 0.0312484 | Time: 2815.66 ms [2020-12-18 21:19:43 main:581] : INFO : Epoch 606 | loss: 0.0310183 | val_loss: 0.0312178 | Time: 2815.84 ms [2020-12-18 21:19:46 main:581] : INFO : Epoch 607 | loss: 0.0310233 | val_loss: 0.0312153 | Time: 2816.43 ms [2020-12-18 21:19:49 main:581] : INFO : Epoch 608 | loss: 0.0310169 | val_loss: 0.0312176 | Time: 2821.23 ms [2020-12-18 21:19:52 main:581] : INFO : Epoch 609 | loss: 0.031017 | val_loss: 0.0312362 | Time: 2820.92 ms [2020-12-18 21:19:55 main:581] : INFO : Epoch 610 | loss: 0.0310437 | val_loss: 0.0312028 | Time: 2816.66 ms [2020-12-18 21:19:57 main:581] : INFO : Epoch 611 | loss: 0.0310433 | val_loss: 0.0312111 | Time: 2810.59 ms [2020-12-18 21:20:00 main:581] : INFO : Epoch 612 | loss: 0.0310316 | val_loss: 0.0312071 | Time: 2819.09 ms [2020-12-18 21:20:03 main:581] : INFO : Epoch 613 | loss: 0.0310247 | val_loss: 0.0312354 | Time: 2824.22 ms [2020-12-18 21:20:06 main:581] : INFO : Epoch 614 | loss: 0.0310155 | val_loss: 0.0312215 | Time: 2822.35 ms [2020-12-18 21:20:09 main:581] : INFO : Epoch 615 | loss: 0.0310144 | val_loss: 0.0312322 | Time: 2814.31 ms [2020-12-18 21:20:11 main:581] : INFO : Epoch 616 | loss: 0.031014 | val_loss: 0.0312209 | Time: 2812.21 ms [2020-12-18 21:20:14 main:581] : INFO : Epoch 617 | loss: 0.0310235 | val_loss: 0.0312326 | Time: 2813.24 ms [2020-12-18 21:20:17 main:581] : INFO : Epoch 618 | loss: 0.0310171 | val_loss: 0.0312235 | Time: 2810.88 ms [2020-12-18 21:20:20 main:581] : INFO : Epoch 619 | loss: 0.0310198 | val_loss: 0.031245 | Time: 2803.7 ms [2020-12-18 21:20:23 main:581] : INFO : Epoch 620 | loss: 0.0310178 | val_loss: 0.0312238 | Time: 2815.73 ms [2020-12-18 21:20:26 main:581] : INFO : Epoch 621 | loss: 0.03102 | val_loss: 0.031227 | Time: 2810.25 ms [2020-12-18 21:20:28 main:581] : INFO : Epoch 622 | loss: 0.0310142 | val_loss: 0.0312257 | Time: 2800.41 ms [2020-12-18 21:20:31 main:581] : INFO : Epoch 623 | loss: 0.03102 | val_loss: 0.0312306 | Time: 2810.9 ms [2020-12-18 21:20:34 main:581] : INFO : Epoch 624 | loss: 0.0310159 | val_loss: 0.0312226 | Time: 2820.6 ms [2020-12-18 21:20:37 main:581] : INFO : Epoch 625 | loss: 0.0310152 | val_loss: 0.0312221 | Time: 2810.85 ms [2020-12-18 21:20:40 main:581] : INFO : Epoch 626 | loss: 0.0310179 | val_loss: 0.031219 | Time: 2815.64 ms [2020-12-18 21:20:42 main:581] : INFO : Epoch 627 | loss: 0.0310174 | val_loss: 0.0312503 | Time: 2809.04 ms [2020-12-18 21:20:45 main:581] : INFO : Epoch 628 | loss: 0.0310126 | val_loss: 0.0312382 | Time: 2811.42 ms [2020-12-18 21:20:48 main:581] : INFO : Epoch 629 | loss: 0.0310147 | val_loss: 0.0312317 | Time: 2811.83 ms [2020-12-18 21:20:51 main:581] : INFO : Epoch 630 | loss: 0.031015 | val_loss: 0.0312363 | Time: 2822.16 ms [2020-12-18 21:20:54 main:581] : INFO : Epoch 631 | loss: 0.03101 | val_loss: 0.0312229 | Time: 2808.59 ms [2020-12-18 21:20:56 main:581] : INFO : Epoch 632 | loss: 0.0310177 | val_loss: 0.0312195 | Time: 2811.15 ms [2020-12-18 21:20:59 main:581] : INFO : Epoch 633 | loss: 0.0310258 | val_loss: 0.0312137 | Time: 2819.06 ms [2020-12-18 21:21:02 main:581] : INFO : Epoch 634 | loss: 0.0310342 | val_loss: 0.0312103 | Time: 2811.44 ms [2020-12-18 21:21:05 main:581] : INFO : Epoch 635 | loss: 0.0310328 | val_loss: 0.0312125 | Time: 2811.67 ms [2020-12-18 21:21:08 main:581] : INFO : Epoch 636 | loss: 0.031033 | val_loss: 0.0312143 | Time: 2817.27 ms [2020-12-18 21:21:11 main:581] : INFO : Epoch 637 | loss: 0.0310268 | val_loss: 0.0312354 | Time: 2815.5 ms [2020-12-18 21:21:13 main:581] : INFO : Epoch 638 | loss: 0.031023 | val_loss: 0.0312486 | Time: 2814.99 ms [2020-12-18 21:21:16 main:581] : INFO : Epoch 639 | loss: 0.0310286 | val_loss: 0.0312471 | Time: 2819.88 ms [2020-12-18 21:21:19 main:581] : INFO : Epoch 640 | loss: 0.0310273 | val_loss: 0.031234 | Time: 2819.52 ms [2020-12-18 21:21:22 main:581] : INFO : Epoch 641 | loss: 0.0310159 | val_loss: 0.0312302 | Time: 2820.4 ms [2020-12-18 21:21:25 main:581] : INFO : Epoch 642 | loss: 0.0310133 | val_loss: 0.0312437 | Time: 2820.65 ms [2020-12-18 21:21:27 main:581] : INFO : Epoch 643 | loss: 0.0310186 | val_loss: 0.0312199 | Time: 2814.93 ms [2020-12-18 21:21:30 main:581] : INFO : Epoch 644 | loss: 0.0310227 | val_loss: 0.0312158 | Time: 2820.22 ms [2020-12-18 21:21:33 main:581] : INFO : Epoch 645 | loss: 0.0310174 | val_loss: 0.0312288 | Time: 2861.25 ms [2020-12-18 21:21:36 main:581] : INFO : Epoch 646 | loss: 0.0310154 | val_loss: 0.0312386 | Time: 2824.36 ms [2020-12-18 21:21:39 main:581] : INFO : Epoch 647 | loss: 0.0310177 | val_loss: 0.0312438 | Time: 2820.45 ms [2020-12-18 21:21:42 main:581] : INFO : Epoch 648 | loss: 0.031022 | val_loss: 0.0312351 | Time: 2825.29 ms [2020-12-18 21:21:44 main:581] : INFO : Epoch 649 | loss: 0.0310172 | val_loss: 0.0312244 | Time: 2824.62 ms [2020-12-18 21:21:47 main:581] : INFO : Epoch 650 | loss: 0.0310239 | val_loss: 0.0312133 | Time: 2824.62 ms [2020-12-18 21:21:50 main:581] : INFO : Epoch 651 | loss: 0.0310246 | val_loss: 0.0312212 | Time: 2823.2 ms [2020-12-18 21:21:53 main:581] : INFO : Epoch 652 | loss: 0.0310188 | val_loss: 0.0312297 | Time: 2822.97 ms [2020-12-18 21:21:56 main:581] : INFO : Epoch 653 | loss: 0.0310228 | val_loss: 0.0312202 | Time: 2859.89 ms [2020-12-18 21:21:59 main:581] : INFO : Epoch 654 | loss: 0.0310254 | val_loss: 0.0312453 | Time: 2822.86 ms [2020-12-18 21:22:01 main:581] : INFO : Epoch 655 | loss: 0.0310176 | val_loss: 0.0312318 | Time: 2856.59 ms [2020-12-18 21:22:04 main:581] : INFO : Epoch 656 | loss: 0.0310217 | val_loss: 0.0312139 | Time: 2944.93 ms [2020-12-18 21:22:07 main:581] : INFO : Epoch 657 | loss: 0.0310094 | val_loss: 0.0312528 | Time: 2818.12 ms [2020-12-18 21:22:10 main:581] : INFO : Epoch 658 | loss: 0.0310151 | val_loss: 0.0312474 | Time: 2821.41 ms [2020-12-18 21:22:13 main:581] : INFO : Epoch 659 | loss: 0.0310232 | val_loss: 0.0312252 | Time: 2835.61 ms [2020-12-18 21:22:16 main:581] : INFO : Epoch 660 | loss: 0.0310219 | val_loss: 0.0312199 | Time: 2821.61 ms [2020-12-18 21:22:18 main:581] : INFO : Epoch 661 | loss: 0.0310169 | val_loss: 0.031226 | Time: 2828.29 ms [2020-12-18 21:22:21 main:581] : INFO : Epoch 662 | loss: 0.0310059 | val_loss: 0.0312334 | Time: 2820.87 ms [2020-12-18 21:22:24 main:581] : INFO : Epoch 663 | loss: 0.0310086 | val_loss: 0.0312337 | Time: 2808.65 ms [2020-12-18 21:22:27 main:581] : INFO : Epoch 664 | loss: 0.031008 | val_loss: 0.0312215 | Time: 2814.85 ms [2020-12-18 21:22:30 main:581] : INFO : Epoch 665 | loss: 0.0310077 | val_loss: 0.031233 | Time: 2815.31 ms [2020-12-18 21:22:33 main:581] : INFO : Epoch 666 | loss: 0.031008 | val_loss: 0.0312245 | Time: 2819.86 ms [2020-12-18 21:22:35 main:581] : INFO : Epoch 667 | loss: 0.031015 | val_loss: 0.031249 | Time: 2824.1 ms [2020-12-18 21:22:38 main:581] : INFO : Epoch 668 | loss: 0.0310297 | val_loss: 0.031226 | Time: 2819.6 ms [2020-12-18 21:22:41 main:581] : INFO : Epoch 669 | loss: 0.0310176 | val_loss: 0.0312343 | Time: 2811.76 ms [2020-12-18 21:22:44 main:581] : INFO : Epoch 670 | loss: 0.0310249 | val_loss: 0.0312302 | Time: 2813.4 ms [2020-12-18 21:22:47 main:581] : INFO : Epoch 671 | loss: 0.0310252 | val_loss: 0.031257 | Time: 2804.76 ms [2020-12-18 21:22:49 main:581] : INFO : Epoch 672 | loss: 0.0310203 | val_loss: 0.0312221 | Time: 2819.75 ms [2020-12-18 21:22:52 main:581] : INFO : Epoch 673 | loss: 0.0310102 | val_loss: 0.0312243 | Time: 2810.11 ms [2020-12-18 21:22:55 main:581] : INFO : Epoch 674 | loss: 0.03101 | val_loss: 0.0312342 | Time: 2820.81 ms [2020-12-18 21:22:58 main:581] : INFO : Epoch 675 | loss: 0.031025 | val_loss: 0.0312166 | Time: 2809.93 ms [2020-12-18 21:23:01 main:581] : INFO : Epoch 676 | loss: 0.0310294 | val_loss: 0.0312113 | Time: 2816.07 ms [2020-12-18 21:23:04 main:581] : INFO : Epoch 677 | loss: 0.0310335 | val_loss: 0.0312023 | Time: 2901.71 ms [2020-12-18 21:23:06 main:581] : INFO : Epoch 678 | loss: 0.0310255 | val_loss: 0.0311997 | Time: 2861.95 ms [2020-12-18 21:23:09 main:581] : INFO : Epoch 679 | loss: 0.0310186 | val_loss: 0.0312212 | Time: 2897.99 ms SIGSEGV: segmentation violation Stack trace (48 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x5575eb13bf9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7f8872bdc3c0] /lib/x86_64-linux-gnu/libc.so.6(+0x499f6)[0x7f87f45059f6] /lib/x86_64-linux-gnu/libc.so.6(on_exit+0x0)[0x7f87f4505be0] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x5575eb137b25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x5575eb137bee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7f8872bdc3c0] /lib/x86_64-linux-gnu/libc.so.6(__sched_yield+0xb)[0x7f87f45c189b] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x18e0b1)[0x7f87d6cee0b1] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x3e6bb4)[0x7f87d6f46bb4] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x3e6dd7)[0x7f87d6f46dd7] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x1d9584)[0x7f87d6d39584] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x3c7fd2)[0x7f87d6f27fd2] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x179dbd)[0x7f87d6cd9dbd] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x17b819)[0x7f87d6cdb819] /usr/lib/x86_64-linux-gnu/libcuda.so.1(cuLaunchKernel+0x83)[0x7f87d6d45953] ./libcudnn_ops_infer.so.8(+0x159d3bb)[0x7f87991f83bb] ./libcudnn_ops_infer.so.8(+0x15e3116)[0x7f879923e116] ./libcudnn_ops_infer.so.8(+0x6b396f)[0x7f879830e96f] ./libcudnn_ops_infer.so.8(+0x6b045c)[0x7f879830b45c] ./libcudnn_ops_infer.so.8(+0x4f6caf)[0x7f8798151caf] ./libcudnn_ops_infer.so.8(+0x4f755e)[0x7f879815255e] ./libcudnn_adv_infer.so.8(+0x7986b)[0x7f878f0e486b] ./libcudnn_adv_infer.so.8(+0xe89f)[0x7f878f07989f] ./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7f878f0bd8c7] ./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7f8787ed461e] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7f87f52f4a64] ./libtorch_cuda.so(+0x85face)[0x7f87f533eace] ./libtorch_cuda.so(+0x895988)[0x7f87f5374988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7f886d8ad51c] ./libtorch_cpu.so(+0x21cf2d4)[0x7f886ec772d4] ./libtorch_cpu.so(+0x21edb28)[0x7f886ec95b28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7f886d8ad51c] ./libtorch_cuda.so(+0x80f0fd)[0x7f87f52ee0fd] ./libtorch_cuda.so(+0x80fb0a)[0x7f87f52eeb0a] ./libtorch_cpu.so(+0x97fe93)[0x7f886d427e93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7f886d40b9ba] ./libtorch_cpu.so(+0xeb0a96)[0x7f886d958a96] ./libtorch_cpu.so(+0x22e3c92)[0x7f886ed8bc92] ./libtorch_cpu.so(+0xedd579)[0x7f886d985579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7f886d88aee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7f886f7f44ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7f886f7f4630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x5575eae50fa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x5575eae580e6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x5575eae48d10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf3)[0x7f87f44e30b3] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x5575eae4475a] Exiting... </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)