Task 5648793
| Name | ParityMachine-1624572233-15253-2_0 |
| Workunit | 3489125 |
| Created | 5 Jul 2021, 18:52:28 UTC |
| Sent | 8 Jul 2021, 17:52:40 UTC |
| Report deadline | 15 Jul 2021, 17:52:40 UTC |
| Received | 16 Jul 2021, 3:02:47 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 157 |
| Run time | 14 hours 36 min 43 sec |
| CPU time | 5 hours 36 min 2 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,474.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <message> aborted by user</message> <stderr_txt> 5 main:574] : INFO : Epoch 1256 | loss: 0.00267658 | val_loss: 0.00275702 | Time: 14942.4 ms [2021-07-15 18:59:50 main:574] : INFO : Epoch 1257 | loss: 0.00266953 | val_loss: 0.00273325 | Time: 14753.7 ms [2021-07-15 19:00:05 main:574] : INFO : Epoch 1258 | loss: 0.00265634 | val_loss: 0.0027268 | Time: 14890 ms [2021-07-15 19:00:19 main:574] : INFO : Epoch 1259 | loss: 0.00263964 | val_loss: 0.00274696 | Time: 14325.5 ms [2021-07-15 19:00:34 main:574] : INFO : Epoch 1260 | loss: 0.00270422 | val_loss: 0.00280017 | Time: 14610 ms [2021-07-15 19:00:48 main:574] : INFO : Epoch 1261 | loss: 0.00266094 | val_loss: 0.00273359 | Time: 14606.4 ms [2021-07-15 19:01:04 main:574] : INFO : Epoch 1262 | loss: 0.00264886 | val_loss: 0.00273422 | Time: 15040.4 ms [2021-07-15 19:01:18 main:574] : INFO : Epoch 1263 | loss: 0.00266667 | val_loss: 0.00277313 | Time: 14584.6 ms [2021-07-15 19:01:33 main:574] : INFO : Epoch 1264 | loss: 0.00265703 | val_loss: 0.00273782 | Time: 15004.7 ms [2021-07-15 19:01:48 main:574] : INFO : Epoch 1265 | loss: 0.00265224 | val_loss: 0.00272751 | Time: 14898.7 ms [2021-07-15 19:02:04 main:574] : INFO : Epoch 1266 | loss: 0.00265725 | val_loss: 0.00274253 | Time: 15040.8 ms [2021-07-15 19:02:18 main:574] : INFO : Epoch 1267 | loss: 0.0026468 | val_loss: 0.00272781 | Time: 14642.6 ms [2021-07-15 19:02:33 main:574] : INFO : Epoch 1268 | loss: 0.00273896 | val_loss: 0.00286017 | Time: 15125.9 ms [2021-07-15 19:02:48 main:574] : INFO : Epoch 1269 | loss: 0.00268605 | val_loss: 0.0027291 | Time: 14522.3 ms [2021-07-15 19:03:03 main:574] : INFO : Epoch 1270 | loss: 0.00264679 | val_loss: 0.00272647 | Time: 14861 ms [2021-07-15 19:03:18 main:574] : INFO : Epoch 1271 | loss: 0.0026365 | val_loss: 0.00272085 | Time: 14596.6 ms [2021-07-15 19:03:33 main:574] : INFO : Epoch 1272 | loss: 0.00263531 | val_loss: 0.00271975 | Time: 15122.3 ms [2021-07-15 19:03:47 main:574] : INFO : Epoch 1273 | loss: 0.00265929 | val_loss: 0.00278195 | Time: 14352 ms [2021-07-15 19:04:02 main:574] : INFO : Epoch 1274 | loss: 0.00266491 | val_loss: 0.00272526 | Time: 14911 ms [2021-07-15 19:04:17 main:574] : INFO : Epoch 1275 | loss: 0.00264728 | val_loss: 0.00272245 | Time: 14578.6 ms [2021-07-15 19:04:32 main:574] : INFO : Epoch 1276 | loss: 0.00263546 | val_loss: 0.00272519 | Time: 15104.3 ms [2021-07-15 19:04:47 main:574] : INFO : Epoch 1277 | loss: 0.00264245 | val_loss: 0.00275349 | Time: 14546.6 ms [2021-07-15 19:05:01 main:574] : INFO : Epoch 1278 | loss: 0.00266878 | val_loss: 0.0027391 | Time: 14340.5 ms [2021-07-15 19:05:16 main:574] : INFO : Epoch 1279 | loss: 0.0026369 | val_loss: 0.00271814 | Time: 14454.8 ms [2021-07-15 19:05:31 main:574] : INFO : Epoch 1280 | loss: 0.00263711 | val_loss: 0.00275799 | Time: 15064.6 ms [2021-07-15 19:05:46 main:574] : INFO : Epoch 1281 | loss: 0.00269363 | val_loss: 0.00275653 | Time: 14673.2 ms [2021-07-15 19:06:01 main:574] : INFO : Epoch 1282 | loss: 0.00263858 | val_loss: 0.00271755 | Time: 14995.5 ms [2021-07-15 19:06:15 main:574] : INFO : Epoch 1283 | loss: 0.0026391 | val_loss: 0.00273696 | Time: 14450.2 ms [2021-07-15 19:06:31 main:574] : INFO : Epoch 1284 | loss: 0.00264112 | val_loss: 0.00279101 | Time: 15352.1 ms [2021-07-15 19:06:45 main:574] : INFO : Epoch 1285 | loss: 0.00279428 | val_loss: 0.00278149 | Time: 14467.2 ms [2021-07-15 19:07:00 main:574] : INFO : Epoch 1286 | loss: 0.00267118 | val_loss: 0.00272475 | Time: 14802.8 ms [2021-07-15 19:07:15 main:574] : INFO : Epoch 1287 | loss: 0.00263854 | val_loss: 0.00272168 | Time: 15034.8 ms [2021-07-15 19:07:30 main:574] : INFO : Epoch 1288 | loss: 0.00263419 | val_loss: 0.00272368 | Time: 14538 ms [2021-07-15 19:07:45 main:574] : INFO : Epoch 1289 | loss: 0.00263134 | val_loss: 0.00271402 | Time: 14866.1 ms [2021-07-15 19:07:59 main:574] : INFO : Epoch 1290 | loss: 0.00262804 | val_loss: 0.00271218 | Time: 14294.8 ms [2021-07-15 19:08:15 main:574] : INFO : Epoch 1291 | loss: 0.00262984 | val_loss: 0.00271837 | Time: 15720.6 ms [2021-07-15 19:08:30 main:574] : INFO : Epoch 1292 | loss: 0.00262955 | val_loss: 0.00271058 | Time: 14622.8 ms [2021-07-15 19:08:45 main:574] : INFO : Epoch 1293 | loss: 0.00264275 | val_loss: 0.00277459 | Time: 15082.4 ms [2021-07-15 19:09:00 main:574] : INFO : Epoch 1294 | loss: 0.00266662 | val_loss: 0.00272339 | Time: 14477.7 ms [2021-07-15 19:09:15 main:574] : INFO : Epoch 1295 | loss: 0.0026407 | val_loss: 0.00273731 | Time: 14769.4 ms [2021-07-15 19:09:29 main:574] : INFO : Epoch 1296 | loss: 0.00263814 | val_loss: 0.00272972 | Time: 14746.9 ms [2021-07-15 19:09:44 main:574] : INFO : Epoch 1297 | loss: 0.00263566 | val_loss: 0.00271752 | Time: 14847.1 ms [2021-07-15 19:09:59 main:574] : INFO : Epoch 1298 | loss: 0.00266584 | val_loss: 0.00272649 | Time: 14876.2 ms [2021-07-15 19:10:14 main:574] : INFO : Epoch 1299 | loss: 0.002632 | val_loss: 0.00271927 | Time: 14962.5 ms [2021-07-15 19:10:29 main:574] : INFO : Epoch 1300 | loss: 0.00264052 | val_loss: 0.00271476 | Time: 14704.1 ms [2021-07-15 19:10:44 main:574] : INFO : Epoch 1301 | loss: 0.00265049 | val_loss: 0.00278676 | Time: 14751.2 ms [2021-07-15 19:10:59 main:574] : INFO : Epoch 1302 | loss: 0.00265405 | val_loss: 0.00273714 | Time: 14651.3 ms [2021-07-15 19:11:14 main:574] : INFO : Epoch 1303 | loss: 0.00263528 | val_loss: 0.00271272 | Time: 14927 ms [2021-07-15 19:11:29 main:574] : INFO : Epoch 1304 | loss: 0.00263476 | val_loss: 0.00278724 | Time: 14837.9 ms [2021-07-15 19:11:44 main:574] : INFO : Epoch 1305 | loss: 0.00266692 | val_loss: 0.00275112 | Time: 14783.2 ms [2021-07-15 19:11:59 main:574] : INFO : Epoch 1306 | loss: 0.00264359 | val_loss: 0.00272065 | Time: 14968.5 ms [2021-07-15 19:12:14 main:574] : INFO : Epoch 1307 | loss: 0.00264166 | val_loss: 0.00271175 | Time: 14966.7 ms [2021-07-15 19:12:29 main:574] : INFO : Epoch 1308 | loss: 0.00262958 | val_loss: 0.00271005 | Time: 14889.9 ms [2021-07-15 19:12:44 main:574] : INFO : Epoch 1309 | loss: 0.00262262 | val_loss: 0.00270661 | Time: 15141.3 ms [2021-07-15 19:12:59 main:574] : INFO : Epoch 1310 | loss: 0.00268531 | val_loss: 0.00293567 | Time: 14328 ms [2021-07-15 19:13:13 main:574] : INFO : Epoch 1311 | loss: 0.00271536 | val_loss: 0.0027423 | Time: 14750.8 ms [2021-07-15 19:13:28 main:574] : INFO : Epoch 1312 | loss: 0.00264647 | val_loss: 0.00275473 | Time: 14511.7 ms [2021-07-15 19:13:43 main:574] : INFO : Epoch 1313 | loss: 0.0026409 | val_loss: 0.00270717 | Time: 14866.6 ms [2021-07-15 19:13:58 main:574] : INFO : Epoch 1314 | loss: 0.00262207 | val_loss: 0.00270952 | Time: 14569.5 ms [2021-07-15 19:14:13 main:574] : INFO : Epoch 1315 | loss: 0.00262438 | val_loss: 0.00271714 | Time: 14653.1 ms [2021-07-15 19:14:28 main:574] : INFO : Epoch 1316 | loss: 0.00262255 | val_loss: 0.00270418 | Time: 15008.6 ms [2021-07-15 19:14:43 main:574] : INFO : Epoch 1317 | loss: 0.00262199 | val_loss: 0.00273008 | Time: 15108.3 ms [2021-07-15 19:14:58 main:574] : INFO : Epoch 1318 | loss: 0.00264838 | val_loss: 0.002725 | Time: 14661.4 ms [2021-07-15 19:15:13 main:574] : INFO : Epoch 1319 | loss: 0.00262389 | val_loss: 0.00270848 | Time: 14846.7 ms [2021-07-15 19:15:27 main:574] : INFO : Epoch 1320 | loss: 0.00262438 | val_loss: 0.00272091 | Time: 14458.4 ms [2021-07-15 19:15:42 main:574] : INFO : Epoch 1321 | loss: 0.00266837 | val_loss: 0.00275745 | Time: 14955.9 ms [2021-07-15 19:15:57 main:574] : INFO : Epoch 1322 | loss: 0.00262886 | val_loss: 0.00270658 | Time: 14537 ms [2021-07-15 19:16:12 main:574] : INFO : Epoch 1323 | loss: 0.00262028 | val_loss: 0.00270373 | Time: 14816.8 ms [2021-07-15 19:16:26 main:574] : INFO : Epoch 1324 | loss: 0.00262827 | val_loss: 0.00271408 | Time: 14601.6 ms [2021-07-15 19:16:41 main:574] : INFO : Epoch 1325 | loss: 0.00262481 | val_loss: 0.00274408 | Time: 14456.7 ms [2021-07-15 19:16:56 main:574] : INFO : Epoch 1326 | loss: 0.00266737 | val_loss: 0.0027201 | Time: 15138 ms [2021-07-15 19:17:11 main:574] : INFO : Epoch 1327 | loss: 0.00263287 | val_loss: 0.00270438 | Time: 14830.7 ms [2021-07-15 19:17:26 main:574] : INFO : Epoch 1328 | loss: 0.00261856 | val_loss: 0.00270497 | Time: 15141 ms [2021-07-15 19:17:41 main:574] : INFO : Epoch 1329 | loss: 0.00261747 | val_loss: 0.00271484 | Time: 14676.2 ms [2021-07-15 19:17:56 main:574] : INFO : Epoch 1330 | loss: 0.00264755 | val_loss: 0.0027627 | Time: 15020.3 ms [2021-07-15 19:18:11 main:574] : INFO : Epoch 1331 | loss: 0.0026315 | val_loss: 0.00271009 | Time: 14645.3 ms [2021-07-15 19:18:26 main:574] : INFO : Epoch 1332 | loss: 0.00261969 | val_loss: 0.00270597 | Time: 14729.5 ms [2021-07-15 19:18:40 main:574] : INFO : Epoch 1333 | loss: 0.00261556 | val_loss: 0.00270083 | Time: 14592 ms [2021-07-15 19:18:56 main:574] : INFO : Epoch 1334 | loss: 0.00272027 | val_loss: 0.00305267 | Time: 15218.7 ms [2021-07-15 19:19:11 main:574] : INFO : Epoch 1335 | loss: 0.00271705 | val_loss: 0.00277082 | Time: 14626 ms [2021-07-15 19:19:26 main:574] : INFO : Epoch 1336 | loss: 0.0026472 | val_loss: 0.00271151 | Time: 15323.7 ms [2021-07-15 19:19:41 main:574] : INFO : Epoch 1337 | loss: 0.00262199 | val_loss: 0.00270801 | Time: 14495.9 ms [2021-07-15 19:19:55 main:574] : INFO : Epoch 1338 | loss: 0.00261775 | val_loss: 0.002708 | Time: 14850.1 ms [2021-07-15 19:20:10 main:574] : INFO : Epoch 1339 | loss: 0.00261675 | val_loss: 0.00269942 | Time: 14558.3 ms [2021-07-15 19:20:25 main:574] : INFO : Epoch 1340 | loss: 0.00261602 | val_loss: 0.00270632 | Time: 15235.4 ms [2021-07-15 19:20:40 main:574] : INFO : Epoch 1341 | loss: 0.0026174 | val_loss: 0.00269738 | Time: 14708.9 ms [2021-07-15 19:20:55 main:574] : INFO : Epoch 1342 | loss: 0.00261275 | val_loss: 0.00270485 | Time: 14971.7 ms [2021-07-15 19:21:10 main:574] : INFO : Epoch 1343 | loss: 0.0026145 | val_loss: 0.0026991 | Time: 14657.6 ms [2021-07-15 19:21:25 main:574] : INFO : Epoch 1344 | loss: 0.00262083 | val_loss: 0.00269828 | Time: 15078.7 ms [2021-07-15 19:21:40 main:574] : INFO : Epoch 1345 | loss: 0.00261638 | val_loss: 0.0027102 | Time: 14619.5 ms [2021-07-15 19:21:55 main:574] : INFO : Epoch 1346 | loss: 0.0026339 | val_loss: 0.00270816 | Time: 15134 ms [2021-07-15 19:22:10 main:574] : INFO : Epoch 1347 | loss: 0.00261594 | val_loss: 0.00270281 | Time: 14152.6 ms [2021-07-15 19:22:25 main:574] : INFO : Epoch 1348 | loss: 0.00261601 | val_loss: 0.00269679 | Time: 14922.7 ms [2021-07-15 19:22:40 main:574] : INFO : Epoch 1349 | loss: 0.00261434 | val_loss: 0.00269937 | Time: 14889.6 ms [2021-07-15 19:22:55 main:574] : INFO : Epoch 1350 | loss: 0.00266089 | val_loss: 0.00273348 | Time: 14896.7 ms [2021-07-15 19:23:09 main:574] : INFO : Epoch 1351 | loss: 0.0026532 | val_loss: 0.00270745 | Time: 14586.8 ms [2021-07-15 19:23:25 main:574] : INFO : Epoch 1352 | loss: 0.00261949 | val_loss: 0.0027003 | Time: 15727.2 ms [2021-07-15 19:23:40 main:574] : INFO : Epoch 1353 | loss: 0.00261667 | val_loss: 0.00271031 | Time: 15020.1 ms [2021-07-15 19:23:56 main:574] : INFO : Epoch 1354 | loss: 0.00261403 | val_loss: 0.00269592 | Time: 15232.4 ms [2021-07-15 19:24:10 main:574] : INFO : Epoch 1355 | loss: 0.00261797 | val_loss: 0.00269969 | Time: 14512.3 ms [2021-07-15 19:24:26 main:574] : INFO : Epoch 1356 | loss: 0.00261717 | val_loss: 0.00269621 | Time: 15291.2 ms [2021-07-15 19:24:40 main:574] : INFO : Epoch 1357 | loss: 0.00261216 | val_loss: 0.00270445 | Time: 14687.4 ms [2021-07-15 19:24:56 main:574] : INFO : Epoch 1358 | loss: 0.00261158 | val_loss: 0.00270337 | Time: 15098.8 ms [2021-07-15 19:25:10 main:574] : INFO : Epoch 1359 | loss: 0.00261863 | val_loss: 0.00270102 | Time: 14651.3 ms [2021-07-15 19:25:25 main:574] : INFO : Epoch 1360 | loss: 0.00261655 | val_loss: 0.00269699 | Time: 14787.1 ms [2021-07-15 19:25:40 main:574] : INFO : Epoch 1361 | loss: 0.00261066 | val_loss: 0.00269338 | Time: 15048.7 ms [2021-07-15 19:25:55 main:574] : INFO : Epoch 1362 | loss: 0.00263259 | val_loss: 0.00269771 | Time: 14868.2 ms [2021-07-15 19:26:10 main:574] : INFO : Epoch 1363 | loss: 0.00263002 | val_loss: 0.00271097 | Time: 14826.5 ms [2021-07-15 19:26:25 main:574] : INFO : Epoch 1364 | loss: 0.00261265 | val_loss: 0.00270306 | Time: 14849.9 ms [2021-07-15 19:26:41 main:574] : INFO : Epoch 1365 | loss: 0.00260964 | val_loss: 0.00269521 | Time: 15175.2 ms [2021-07-15 19:26:56 main:574] : INFO : Epoch 1366 | loss: 0.0026083 | val_loss: 0.0026969 | Time: 15045.3 ms [2021-07-15 19:27:11 main:574] : INFO : Epoch 1367 | loss: 0.0026092 | val_loss: 0.00271409 | Time: 15099.9 ms [2021-07-15 19:27:26 main:574] : INFO : Epoch 1368 | loss: 0.00263477 | val_loss: 0.00272406 | Time: 15474.3 ms [2021-07-15 19:27:41 main:574] : INFO : Epoch 1369 | loss: 0.0026215 | val_loss: 0.00270391 | Time: 14351.3 ms [2021-07-15 19:27:56 main:574] : INFO : Epoch 1370 | loss: 0.00261142 | val_loss: 0.00269299 | Time: 15052.4 ms [2021-07-15 19:28:11 main:574] : INFO : Epoch 1371 | loss: 0.00260759 | val_loss: 0.00269137 | Time: 14570.4 ms [2021-07-15 19:28:26 main:574] : INFO : Epoch 1372 | loss: 0.00260703 | val_loss: 0.00269541 | Time: 15406.6 ms [2021-07-15 19:28:41 main:574] : INFO : Epoch 1373 | loss: 0.00262624 | val_loss: 0.00270831 | Time: 14740.5 ms [2021-07-15 19:28:56 main:574] : INFO : Epoch 1374 | loss: 0.00260978 | val_loss: 0.00269487 | Time: 15161.3 ms [2021-07-15 19:29:11 main:574] : INFO : Epoch 1375 | loss: 0.00260985 | val_loss: 0.00271089 | Time: 14777.5 ms [2021-07-15 19:29:27 main:574] : INFO : Epoch 1376 | loss: 0.00261337 | val_loss: 0.00269396 | Time: 15519.8 ms [2021-07-15 19:29:42 main:574] : INFO : Epoch 1377 | loss: 0.00260741 | val_loss: 0.00269257 | Time: 14740.1 ms [2021-07-15 19:29:57 main:574] : INFO : Epoch 1378 | loss: 0.0026108 | val_loss: 0.00270089 | Time: 14786.9 ms [2021-07-15 19:30:12 main:574] : INFO : Epoch 1379 | loss: 0.00261051 | val_loss: 0.00269161 | Time: 14908.3 ms [2021-07-15 19:30:27 main:574] : INFO : Epoch 1380 | loss: 0.00260714 | val_loss: 0.00269049 | Time: 15118.7 ms [2021-07-15 19:30:42 main:574] : INFO : Epoch 1381 | loss: 0.00263528 | val_loss: 0.00270837 | Time: 14542.4 ms [2021-07-15 19:30:57 main:574] : INFO : Epoch 1382 | loss: 0.002626 | val_loss: 0.00269602 | Time: 15159.5 ms [2021-07-15 19:31:12 main:574] : INFO : Epoch 1383 | loss: 0.00260891 | val_loss: 0.00269417 | Time: 14738.8 ms [2021-07-15 19:31:27 main:574] : INFO : Epoch 1384 | loss: 0.00260894 | val_loss: 0.00269031 | Time: 14932 ms [2021-07-15 19:31:42 main:574] : INFO : Epoch 1385 | loss: 0.00260431 | val_loss: 0.00268831 | Time: 14730.4 ms [2021-07-15 19:31:57 main:574] : INFO : Epoch 1386 | loss: 0.00261145 | val_loss: 0.0026887 | Time: 14883.9 ms [2021-07-15 19:32:11 main:574] : INFO : Epoch 1387 | loss: 0.00262031 | val_loss: 0.0026988 | Time: 14737.1 ms [2021-07-15 19:32:27 main:574] : INFO : Epoch 1388 | loss: 0.00260827 | val_loss: 0.00269233 | Time: 15256.9 ms [2021-07-15 19:32:42 main:574] : INFO : Epoch 1389 | loss: 0.00260351 | val_loss: 0.00268715 | Time: 15048.8 ms [2021-07-15 19:32:57 main:574] : INFO : Epoch 1390 | loss: 0.00260531 | val_loss: 0.00268918 | Time: 15112.2 ms [2021-07-15 19:33:12 main:574] : INFO : Epoch 1391 | loss: 0.00261175 | val_loss: 0.00270479 | Time: 14784.9 ms [2021-07-15 19:33:27 main:574] : INFO : Epoch 1392 | loss: 0.00260807 | val_loss: 0.00269302 | Time: 15209.9 ms [2021-07-15 19:33:42 main:574] : INFO : Epoch 1393 | loss: 0.00260596 | val_loss: 0.00272697 | Time: 14490.1 ms [2021-07-15 19:33:57 main:574] : INFO : Epoch 1394 | loss: 0.00261836 | val_loss: 0.00270917 | Time: 14754.9 ms [2021-07-15 19:34:11 main:574] : INFO : Epoch 1395 | loss: 0.00261591 | val_loss: 0.00269906 | Time: 14535.3 ms [2021-07-15 19:34:26 main:574] : INFO : Epoch 1396 | loss: 0.0026072 | val_loss: 0.00269256 | Time: 14908.1 ms [2021-07-15 19:34:41 main:574] : INFO : Epoch 1397 | loss: 0.00260367 | val_loss: 0.00269006 | Time: 14471.8 ms [2021-07-15 19:34:56 main:574] : INFO : Epoch 1398 | loss: 0.00260258 | val_loss: 0.00270522 | Time: 14602.7 ms [2021-07-15 19:35:11 main:574] : INFO : Epoch 1399 | loss: 0.00260729 | val_loss: 0.00268847 | Time: 14876.8 ms [2021-07-15 19:35:28 main:574] : INFO : Epoch 1400 | loss: 0.0026048 | val_loss: 0.00270184 | Time: 17293.2 ms [2021-07-15 19:35:43 main:574] : INFO : Epoch 1401 | loss: 0.00260956 | val_loss: 0.00270878 | Time: 14334.8 ms [2021-07-15 19:35:57 main:574] : INFO : Epoch 1402 | loss: 0.00261329 | val_loss: 0.00270877 | Time: 14832.5 ms [2021-07-15 19:36:12 main:574] : INFO : Epoch 1403 | loss: 0.00260558 | val_loss: 0.00268878 | Time: 14653.4 ms [2021-07-15 19:36:27 main:574] : INFO : Epoch 1404 | loss: 0.00260547 | val_loss: 0.00269647 | Time: 14910.1 ms [2021-07-15 19:36:42 main:574] : INFO : Epoch 1405 | loss: 0.00260832 | val_loss: 0.00268894 | Time: 14497.1 ms [2021-07-15 19:36:57 main:574] : INFO : Epoch 1406 | loss: 0.00260047 | val_loss: 0.00268631 | Time: 15048.1 ms [2021-07-15 19:37:12 main:574] : INFO : Epoch 1407 | loss: 0.0026077 | val_loss: 0.00270002 | Time: 14731.2 ms [2021-07-15 19:37:27 main:574] : INFO : Epoch 1408 | loss: 0.00260653 | val_loss: 0.00271123 | Time: 15217.3 ms [2021-07-15 19:37:42 main:574] : INFO : Epoch 1409 | loss: 0.00260593 | val_loss: 0.0026879 | Time: 14533.4 ms [2021-07-15 19:37:57 main:574] : INFO : Epoch 1410 | loss: 0.00260867 | val_loss: 0.00269009 | Time: 14910.9 ms [2021-07-15 19:38:12 main:574] : INFO : Epoch 1411 | loss: 0.00260564 | val_loss: 0.00268817 | Time: 14764.4 ms [2021-07-15 19:38:27 main:574] : INFO : Epoch 1412 | loss: 0.00260561 | val_loss: 0.00268646 | Time: 15377.7 ms [2021-07-15 19:38:42 main:574] : INFO : Epoch 1413 | loss: 0.00261052 | val_loss: 0.00268863 | Time: 14879.2 ms [2021-07-15 19:38:57 main:574] : INFO : Epoch 1414 | loss: 0.00260155 | val_loss: 0.00269134 | Time: 15095.9 ms [2021-07-15 19:39:12 main:574] : INFO : Epoch 1415 | loss: 0.0026126 | val_loss: 0.00270241 | Time: 14233.4 ms [2021-07-15 19:39:27 main:574] : INFO : Epoch 1416 | loss: 0.00260166 | val_loss: 0.00268497 | Time: 14866.2 ms [2021-07-15 19:39:42 main:574] : INFO : Epoch 1417 | loss: 0.00260098 | val_loss: 0.00269192 | Time: 14612.2 ms [2021-07-15 19:39:56 main:574] : INFO : Epoch 1418 | loss: 0.00261008 | val_loss: 0.00269986 | Time: 14824.2 ms [2021-07-15 19:40:11 main:574] : INFO : Epoch 1419 | loss: 0.00261122 | val_loss: 0.00270386 | Time: 14628.2 ms [2021-07-15 19:40:26 main:574] : INFO : Epoch 1420 | loss: 0.00261161 | val_loss: 0.00268568 | Time: 14786.7 ms [2021-07-15 19:40:41 main:574] : INFO : Epoch 1421 | loss: 0.00260707 | val_loss: 0.00269634 | Time: 14558.6 ms [2021-07-15 19:40:56 main:574] : INFO : Epoch 1422 | loss: 0.00260748 | val_loss: 0.00269432 | Time: 15091.8 ms [2021-07-15 19:41:11 main:574] : INFO : Epoch 1423 | loss: 0.00259855 | val_loss: 0.0026849 | Time: 14591.1 ms [2021-07-15 19:41:26 main:574] : INFO : Epoch 1424 | loss: 0.00259919 | val_loss: 0.00268397 | Time: 14857.6 ms [2021-07-15 19:41:40 main:574] : INFO : Epoch 1425 | loss: 0.00260036 | val_loss: 0.00268402 | Time: 14527.6 ms [2021-07-15 19:41:55 main:574] : INFO : Epoch 1426 | loss: 0.00260429 | val_loss: 0.00268894 | Time: 14867.1 ms [2021-07-15 19:42:10 main:574] : INFO : Epoch 1427 | loss: 0.00260207 | val_loss: 0.00268443 | Time: 14582.1 ms [2021-07-15 19:42:25 main:574] : INFO : Epoch 1428 | loss: 0.00260308 | val_loss: 0.0027375 | Time: 14645.4 ms [2021-07-15 19:42:39 main:574] : INFO : Epoch 1429 | loss: 0.00262845 | val_loss: 0.00269186 | Time: 14745.4 ms [2021-07-15 19:42:54 main:574] : INFO : Epoch 1430 | loss: 0.00260772 | val_loss: 0.00269242 | Time: 14843.2 ms [2021-07-15 19:43:10 main:574] : INFO : Epoch 1431 | loss: 0.00260601 | val_loss: 0.00269743 | Time: 15088 ms [2021-07-15 19:43:25 main:574] : INFO : Epoch 1432 | loss: 0.00259922 | val_loss: 0.00269041 | Time: 14848.9 ms [2021-07-15 19:43:39 main:574] : INFO : Epoch 1433 | loss: 0.00259957 | val_loss: 0.00269262 | Time: 14809.3 ms [2021-07-15 19:43:54 main:574] : INFO : Epoch 1434 | loss: 0.00259974 | val_loss: 0.00269063 | Time: 14460.3 ms [2021-07-15 19:44:09 main:574] : INFO : Epoch 1435 | loss: 0.00260051 | val_loss: 0.00268625 | Time: 14924.9 ms [2021-07-15 19:44:24 main:574] : INFO : Epoch 1436 | loss: 0.00259915 | val_loss: 0.00269206 | Time: 14988.4 ms [2021-07-15 19:44:39 main:574] : INFO : Epoch 1437 | loss: 0.00260595 | val_loss: 0.00271051 | Time: 14813.4 ms [2021-07-15 19:44:54 main:574] : INFO : Epoch 1438 | loss: 0.00260509 | val_loss: 0.00268736 | Time: 14791.8 ms [2021-07-15 19:45:09 main:574] : INFO : Epoch 1439 | loss: 0.00260012 | val_loss: 0.00268617 | Time: 14612 ms [2021-07-15 19:45:24 main:574] : INFO : Epoch 1440 | loss: 0.00260033 | val_loss: 0.00268494 | Time: 14922.5 ms [2021-07-15 19:45:39 main:574] : INFO : Epoch 1441 | loss: 0.00260195 | val_loss: 0.00269624 | Time: 15178.6 ms [2021-07-15 19:45:54 main:574] : INFO : Epoch 1442 | loss: 0.00260386 | val_loss: 0.00270363 | Time: 14567.6 ms [2021-07-15 19:46:09 main:574] : INFO : Epoch 1443 | loss: 0.00260983 | val_loss: 0.00269764 | Time: 14751.4 ms [2021-07-15 19:46:23 main:574] : INFO : Epoch 1444 | loss: 0.00260642 | val_loss: 0.00268675 | Time: 14544.8 ms [2021-07-15 19:46:39 main:574] : INFO : Epoch 1445 | loss: 0.00260025 | val_loss: 0.00269183 | Time: 14852 ms [2021-07-15 19:46:53 main:574] : INFO : Epoch 1446 | loss: 0.00259698 | val_loss: 0.00268299 | Time: 14608.7 ms [2021-07-15 19:47:18 main:574] : INFO : Epoch 1447 | loss: 0.00259595 | val_loss: 0.00269603 | Time: 24968.8 ms [2021-07-15 19:47:33 main:574] : INFO : Epoch 1448 | loss: 0.00260322 | val_loss: 0.00271129 | Time: 15143.9 ms [2021-07-15 19:47:48 main:574] : INFO : Epoch 1449 | loss: 0.00261101 | val_loss: 0.00269671 | Time: 14752.5 ms [2021-07-15 19:48:03 main:574] : INFO : Epoch 1450 | loss: 0.00260197 | val_loss: 0.00268465 | Time: 14905.3 ms [2021-07-15 19:48:18 main:574] : INFO : Epoch 1451 | loss: 0.00260054 | val_loss: 0.00268372 | Time: 14924.9 ms [2021-07-15 19:48:33 main:574] : INFO : Epoch 1452 | loss: 0.00260069 | val_loss: 0.00268412 | Time: 14743.4 ms [2021-07-15 19:48:48 main:574] : INFO : Epoch 1453 | loss: 0.00259929 | val_loss: 0.00269411 | Time: 14876.2 ms [2021-07-15 19:49:03 main:574] : INFO : Epoch 1454 | loss: 0.00260062 | val_loss: 0.00268253 | Time: 14825.3 ms [2021-07-15 19:49:18 main:574] : INFO : Epoch 1455 | loss: 0.00259709 | val_loss: 0.00268337 | Time: 14859.7 ms [2021-07-15 19:49:33 main:574] : INFO : Epoch 1456 | loss: 0.00260332 | val_loss: 0.00269057 | Time: 14375.7 ms [2021-07-15 19:49:48 main:574] : INFO : Epoch 1457 | loss: 0.0026066 | val_loss: 0.00268322 | Time: 15236.4 ms [2021-07-15 19:50:03 main:574] : INFO : Epoch 1458 | loss: 0.0025973 | val_loss: 0.00267844 | Time: 14556.1 ms [2021-07-15 19:50:18 main:574] : INFO : Epoch 1459 | loss: 0.00260114 | val_loss: 0.0026805 | Time: 14881.3 ms [2021-07-15 19:50:32 main:574] : INFO : Epoch 1460 | loss: 0.0025971 | val_loss: 0.00268662 | Time: 14170.7 ms [2021-07-15 19:50:47 main:574] : INFO : Epoch 1461 | loss: 0.00259767 | val_loss: 0.00268995 | Time: 14906 ms [2021-07-15 19:51:01 main:574] : INFO : Epoch 1462 | loss: 0.00259612 | val_loss: 0.00268608 | Time: 14315.4 ms [2021-07-15 19:51:16 main:574] : INFO : Epoch 1463 | loss: 0.00260261 | val_loss: 0.00270075 | Time: 14780.6 ms [2021-07-15 19:51:31 main:574] : INFO : Epoch 1464 | loss: 0.0026135 | val_loss: 0.002698 | Time: 14895.9 ms [2021-07-15 19:51:46 main:574] : INFO : Epoch 1465 | loss: 0.00259956 | val_loss: 0.00269535 | Time: 14699.3 ms [2021-07-15 19:52:01 main:574] : INFO : Epoch 1466 | loss: 0.00260137 | val_loss: 0.00268772 | Time: 15037.2 ms [2021-07-15 19:52:16 main:574] : INFO : Epoch 1467 | loss: 0.00260008 | val_loss: 0.00268336 | Time: 15047.6 ms [2021-07-15 19:52:31 main:574] : INFO : Epoch 1468 | loss: 0.00260632 | val_loss: 0.002693 | Time: 14809.8 ms [2021-07-15 19:52:46 main:574] : INFO : Epoch 1469 | loss: 0.00260434 | val_loss: 0.002711 | Time: 14493.6 ms [2021-07-15 19:53:01 main:574] : INFO : Epoch 1470 | loss: 0.0026046 | val_loss: 0.00268482 | Time: 15098 ms [2021-07-15 19:53:16 main:574] : INFO : Epoch 1471 | loss: 0.00261164 | val_loss: 0.00268725 | Time: 14657.5 ms [2021-07-15 19:53:31 main:574] : INFO : Epoch 1472 | loss: 0.00259828 | val_loss: 0.00268155 | Time: 15141.8 ms [2021-07-15 19:53:46 main:574] : INFO : Epoch 1473 | loss: 0.00259418 | val_loss: 0.00268146 | Time: 15055.1 ms [2021-07-15 19:54:01 main:574] : INFO : Epoch 1474 | loss: 0.00259352 | val_loss: 0.00268432 | Time: 15004.8 ms [2021-07-15 19:54:16 main:574] : INFO : Epoch 1475 | loss: 0.00260685 | val_loss: 0.00268419 | Time: 14598.6 ms [2021-07-15 19:54:31 main:574] : INFO : Epoch 1476 | loss: 0.00260457 | val_loss: 0.00267754 | Time: 15379.9 ms [2021-07-15 19:54:46 main:574] : INFO : Epoch 1477 | loss: 0.00259801 | val_loss: 0.00269158 | Time: 14606.1 ms [2021-07-15 19:55:01 main:574] : INFO : Epoch 1478 | loss: 0.00259506 | val_loss: 0.00268259 | Time: 14971 ms [2021-07-15 19:55:16 main:574] : INFO : Epoch 1479 | loss: 0.0025955 | val_loss: 0.00269058 | Time: 14395.9 ms [2021-07-15 19:55:31 main:574] : INFO : Epoch 1480 | loss: 0.00260613 | val_loss: 0.00269123 | Time: 15149.5 ms [2021-07-15 19:55:45 main:574] : INFO : Epoch 1481 | loss: 0.00259884 | val_loss: 0.00268712 | Time: 14533.1 ms [2021-07-15 19:56:01 main:574] : INFO : Epoch 1482 | loss: 0.00259543 | val_loss: 0.00268047 | Time: 15043 ms [2021-07-15 19:56:15 main:574] : INFO : Epoch 1483 | loss: 0.00259559 | val_loss: 0.00268748 | Time: 14492.5 ms [2021-07-15 19:56:31 main:574] : INFO : Epoch 1484 | loss: 0.00259982 | val_loss: 0.00267974 | Time: 15279.3 ms [2021-07-15 19:56:45 main:574] : INFO : Epoch 1485 | loss: 0.00261002 | val_loss: 0.00271301 | Time: 14450.6 ms [2021-07-15 19:57:00 main:574] : INFO : Epoch 1486 | loss: 0.00263096 | val_loss: 0.00272325 | Time: 15039.8 ms [2021-07-15 19:57:15 main:574] : INFO : Epoch 1487 | loss: 0.00261531 | val_loss: 0.00270572 | Time: 14868 ms [2021-07-15 19:57:31 main:574] : INFO : Epoch 1488 | loss: 0.00259935 | val_loss: 0.00268728 | Time: 15374.7 ms [2021-07-15 19:57:46 main:574] : INFO : Epoch 1489 | loss: 0.00260794 | val_loss: 0.00268167 | Time: 14934.4 ms [2021-07-15 19:58:01 main:574] : INFO : Epoch 1490 | loss: 0.00259332 | val_loss: 0.00267801 | Time: 15192.1 ms [2021-07-15 19:58:16 main:574] : INFO : Epoch 1491 | loss: 0.00259416 | val_loss: 0.00268242 | Time: 14866.6 ms [2021-07-15 19:58:31 main:574] : INFO : Epoch 1492 | loss: 0.00259428 | val_loss: 0.00268417 | Time: 15044.3 ms [2021-07-15 19:58:46 main:574] : INFO : Epoch 1493 | loss: 0.00259909 | val_loss: 0.0026851 | Time: 15009 ms [2021-07-15 19:59:01 main:574] : INFO : Epoch 1494 | loss: 0.00259532 | val_loss: 0.00267993 | Time: 15046.3 ms [2021-07-15 19:59:16 main:574] : INFO : Epoch 1495 | loss: 0.00259833 | val_loss: 0.00268853 | Time: 14828.4 ms [2021-07-15 19:59:31 main:574] : INFO : Epoch 1496 | loss: 0.00259637 | val_loss: 0.00268641 | Time: 14949 ms [2021-07-15 19:59:46 main:574] : INFO : Epoch 1497 | loss: 0.00259354 | val_loss: 0.00268229 | Time: 14794.1 ms [2021-07-15 20:00:01 main:574] : INFO : Epoch 1498 | loss: 0.00259968 | val_loss: 0.00268371 | Time: 14842.8 ms [2021-07-15 20:00:16 main:574] : INFO : Epoch 1499 | loss: 0.00260179 | val_loss: 0.00267693 | Time: 14363.3 ms [2021-07-15 20:00:31 main:574] : INFO : Epoch 1500 | loss: 0.00259301 | val_loss: 0.00267635 | Time: 15155.3 ms [2021-07-15 20:00:46 main:574] : INFO : Epoch 1501 | loss: 0.00259843 | val_loss: 0.00270125 | Time: 14663.4 ms [2021-07-15 20:01:01 main:574] : INFO : Epoch 1502 | loss: 0.00260152 | val_loss: 0.0027079 | Time: 14850 ms [2021-07-15 20:01:16 main:574] : INFO : Epoch 1503 | loss: 0.00260651 | val_loss: 0.00269362 | Time: 15003.4 ms [2021-07-15 20:01:31 main:574] : INFO : Epoch 1504 | loss: 0.00260367 | val_loss: 0.00269427 | Time: 14848.4 ms [2021-07-15 20:01:46 main:574] : INFO : Epoch 1505 | loss: 0.00259556 | val_loss: 0.00268238 | Time: 14673.6 ms [2021-07-15 20:02:01 main:574] : INFO : Epoch 1506 | loss: 0.00259106 | val_loss: 0.00268156 | Time: 15231.4 ms [2021-07-15 20:02:16 main:574] : INFO : Epoch 1507 | loss: 0.00259343 | val_loss: 0.00268875 | Time: 14680.5 ms [2021-07-15 20:02:31 main:574] : INFO : Epoch 1508 | loss: 0.0026013 | val_loss: 0.0026881 | Time: 15089.5 ms [2021-07-15 20:02:46 main:574] : INFO : Epoch 1509 | loss: 0.00259643 | val_loss: 0.00268023 | Time: 14681.6 ms [2021-07-15 20:03:01 main:574] : INFO : Epoch 1510 | loss: 0.00259362 | val_loss: 0.00268019 | Time: 14795.4 ms [2021-07-15 20:03:16 main:574] : INFO : Epoch 1511 | loss: 0.002595 | val_loss: 0.00268332 | Time: 15024.4 ms [2021-07-15 20:03:31 main:574] : INFO : Epoch 1512 | loss: 0.00261332 | val_loss: 0.00268954 | Time: 15067.3 ms [2021-07-15 20:03:46 main:574] : INFO : Epoch 1513 | loss: 0.0026002 | val_loss: 0.00268218 | Time: 14634.5 ms [2021-07-15 20:04:01 main:574] : INFO : Epoch 1514 | loss: 0.00259658 | val_loss: 0.00272172 | Time: 14857.7 ms [2021-07-15 20:04:15 main:574] : INFO : Epoch 1515 | loss: 0.00262294 | val_loss: 0.00269799 | Time: 14435.2 ms [2021-07-15 20:04:30 main:574] : INFO : Epoch 1516 | loss: 0.0026072 | val_loss: 0.00270178 | Time: 14654.2 ms [2021-07-15 20:04:44 main:574] : INFO : Epoch 1517 | loss: 0.0026035 | val_loss: 0.0026836 | Time: 14276.3 ms [2021-07-15 20:04:59 main:574] : INFO : Epoch 1518 | loss: 0.00259305 | val_loss: 0.00268447 | Time: 15162.4 ms [2021-07-15 20:05:14 main:574] : INFO : Epoch 1519 | loss: 0.00259416 | val_loss: 0.002675 | Time: 14333.8 ms [2021-07-15 20:05:29 main:574] : INFO : Epoch 1520 | loss: 0.00259997 | val_loss: 0.00268054 | Time: 14825.1 ms [2021-07-15 20:05:44 main:574] : INFO : Epoch 1521 | loss: 0.00259876 | val_loss: 0.00268761 | Time: 14761.8 ms [2021-07-15 20:05:58 main:574] : INFO : Epoch 1522 | loss: 0.00259384 | val_loss: 0.00267667 | Time: 14359.3 ms [2021-07-15 20:06:13 main:574] : INFO : Epoch 1523 | loss: 0.00259762 | val_loss: 0.00269393 | Time: 14940.2 ms [2021-07-15 20:06:28 main:574] : INFO : Epoch 1524 | loss: 0.00259778 | val_loss: 0.00267703 | Time: 14783.5 ms [2021-07-15 20:06:43 main:574] : INFO : Epoch 1525 | loss: 0.00259313 | val_loss: 0.00267807 | Time: 15153.6 ms [2021-07-15 20:06:58 main:574] : INFO : Epoch 1526 | loss: 0.00259018 | val_loss: 0.0026803 | Time: 14747.8 ms [2021-07-15 20:07:13 main:574] : INFO : Epoch 1527 | loss: 0.00258893 | val_loss: 0.0026776 | Time: 14995.2 ms [2021-07-15 20:07:27 main:574] : INFO : Epoch 1528 | loss: 0.00260412 | val_loss: 0.00269181 | Time: 14162.9 ms [2021-07-15 20:07:42 main:574] : INFO : Epoch 1529 | loss: 0.00259388 | val_loss: 0.00267894 | Time: 14699.7 ms [2021-07-15 20:07:57 main:574] : INFO : Epoch 1530 | loss: 0.00259111 | val_loss: 0.00268375 | Time: 14793.7 ms [2021-07-15 20:08:12 main:574] : INFO : Epoch 1531 | loss: 0.00259348 | val_loss: 0.00267485 | Time: 14682.4 ms [2021-07-15 20:08:27 main:574] : INFO : Epoch 1532 | loss: 0.00259583 | val_loss: 0.0026891 | Time: 14635.2 ms [2021-07-15 20:08:42 main:574] : INFO : Epoch 1533 | loss: 0.00259263 | val_loss: 0.00267981 | Time: 15499.4 ms [2021-07-15 20:08:57 main:574] : INFO : Epoch 1534 | loss: 0.00260211 | val_loss: 0.00269702 | Time: 14354.6 ms [2021-07-15 20:09:12 main:574] : INFO : Epoch 1535 | loss: 0.00259839 | val_loss: 0.00267979 | Time: 14997.4 ms [2021-07-15 20:09:27 main:574] : INFO : Epoch 1536 | loss: 0.00259236 | val_loss: 0.00267821 | Time: 14681.8 ms [2021-07-15 20:09:42 main:574] : INFO : Epoch 1537 | loss: 0.00258963 | val_loss: 0.00267581 | Time: 15145.2 ms [2021-07-15 20:09:57 main:574] : INFO : Epoch 1538 | loss: 0.00260392 | val_loss: 0.0026938 | Time: 15198.5 ms [2021-07-15 20:10:14 main:574] : INFO : Epoch 1539 | loss: 0.00259825 | val_loss: 0.00268139 | Time: 17020.3 ms [2021-07-15 20:10:32 main:574] : INFO : Epoch 1540 | loss: 0.00260702 | val_loss: 0.00269672 | Time: 17568.9 ms [2021-07-15 20:10:49 main:574] : INFO : Epoch 1541 | loss: 0.0025978 | val_loss: 0.00268896 | Time: 17165.3 ms [2021-07-15 20:11:05 main:574] : INFO : Epoch 1542 | loss: 0.00259918 | val_loss: 0.00267403 | Time: 15748 ms [2021-07-15 20:11:20 main:574] : INFO : Epoch 1543 | loss: 0.00259394 | val_loss: 0.00268911 | Time: 14663.1 ms [2021-07-15 20:11:34 main:574] : INFO : Epoch 1544 | loss: 0.00259275 | val_loss: 0.00268425 | Time: 14423.8 ms [2021-07-15 20:11:49 main:574] : INFO : Epoch 1545 | loss: 0.00259157 | val_loss: 0.00267532 | Time: 14917.2 ms [2021-07-15 20:12:04 main:574] : INFO : Epoch 1546 | loss: 0.00258846 | val_loss: 0.00267983 | Time: 14801.4 ms [2021-07-15 20:12:19 main:574] : INFO : Epoch 1547 | loss: 0.00259444 | val_loss: 0.00267858 | Time: 14647.6 ms [2021-07-15 20:12:34 main:574] : INFO : Epoch 1548 | loss: 0.00259158 | val_loss: 0.00268021 | Time: 14613.5 ms [2021-07-15 20:12:48 main:574] : INFO : Epoch 1549 | loss: 0.00259776 | val_loss: 0.00267743 | Time: 14633.3 ms [2021-07-15 20:13:03 main:574] : INFO : Epoch 1550 | loss: 0.00259979 | val_loss: 0.00267998 | Time: 14933.9 ms [2021-07-15 20:13:18 main:574] : INFO : Epoch 1551 | loss: 0.00259255 | val_loss: 0.00268375 | Time: 14464.1 ms [2021-07-15 20:13:33 main:574] : INFO : Epoch 1552 | loss: 0.00259456 | val_loss: 0.00267858 | Time: 14765.4 ms [2021-07-15 20:13:47 main:574] : INFO : Epoch 1553 | loss: 0.00259172 | val_loss: 0.00268335 | Time: 14510.9 ms [2021-07-15 20:14:02 main:574] : INFO : Epoch 1554 | loss: 0.00260042 | val_loss: 0.00269381 | Time: 14909.5 ms [2021-07-15 20:14:18 main:574] : INFO : Epoch 1555 | loss: 0.00260186 | val_loss: 0.00268236 | Time: 14900 ms [2021-07-15 20:14:33 main:574] : INFO : Epoch 1556 | loss: 0.00259294 | val_loss: 0.00267911 | Time: 15111.1 ms [2021-07-15 20:14:48 main:574] : INFO : Epoch 1557 | loss: 0.00259103 | val_loss: 0.00267708 | Time: 14666.3 ms [2021-07-15 20:15:03 main:574] : INFO : Epoch 1558 | loss: 0.00259252 | val_loss: 0.00268052 | Time: 15151.2 ms [2021-07-15 20:15:17 main:574] : INFO : Epoch 1559 | loss: 0.00260165 | val_loss: 0.0026864 | Time: 14453.3 ms [2021-07-15 20:15:32 main:574] : INFO : Epoch 1560 | loss: 0.00259527 | val_loss: 0.00269535 | Time: 14572.5 ms [2021-07-15 20:15:46 main:574] : INFO : Epoch 1561 | loss: 0.00259897 | val_loss: 0.00267932 | Time: 14337.7 ms [2021-07-15 20:16:01 main:574] : INFO : Epoch 1562 | loss: 0.00259509 | val_loss: 0.00267762 | Time: 14992 ms [2021-07-15 20:16:16 main:574] : INFO : Epoch 1563 | loss: 0.00259169 | val_loss: 0.00267535 | Time: 14496.9 ms [2021-07-15 20:16:31 main:574] : INFO : Epoch 1564 | loss: 0.00258915 | val_loss: 0.00267643 | Time: 14859.6 ms [2021-07-15 20:16:45 main:574] : INFO : Epoch 1565 | loss: 0.00259246 | val_loss: 0.00268109 | Time: 14302.6 ms [2021-07-15 20:17:00 main:574] : INFO : Epoch 1566 | loss: 0.00260153 | val_loss: 0.00268469 | Time: 14611.5 ms [2021-07-15 20:17:15 main:574] : INFO : Epoch 1567 | loss: 0.00259218 | val_loss: 0.00270852 | Time: 14863.4 ms [2021-07-15 20:17:30 main:574] : INFO : Epoch 1568 | loss: 0.00261103 | val_loss: 0.0026856 | Time: 14708.1 ms [2021-07-15 20:17:45 main:574] : INFO : Epoch 1569 | loss: 0.00259227 | val_loss: 0.0026755 | Time: 14824.1 ms [2021-07-15 20:18:00 main:574] : INFO : Epoch 1570 | loss: 0.0025897 | val_loss: 0.00268022 | Time: 14656.6 ms [2021-07-15 20:18:15 main:574] : INFO : Epoch 1571 | loss: 0.00259047 | val_loss: 0.00267723 | Time: 15009 ms [2021-07-15 20:18:29 main:574] : INFO : Epoch 1572 | loss: 0.00259298 | val_loss: 0.00267519 | Time: 14559.9 ms [2021-07-15 20:18:44 main:574] : INFO : Epoch 1573 | loss: 0.00259062 | val_loss: 0.00268179 | Time: 15037 ms [2021-07-15 20:18:59 main:574] : INFO : Epoch 1574 | loss: 0.00259392 | val_loss: 0.00269634 | Time: 14270.2 ms [2021-07-15 20:19:14 main:574] : INFO : Epoch 1575 | loss: 0.00259619 | val_loss: 0.00267558 | Time: 14828.1 ms [2021-07-15 20:19:28 main:574] : INFO : Epoch 1576 | loss: 0.00259127 | val_loss: 0.00267778 | Time: 14464.9 ms [2021-07-15 20:19:44 main:574] : INFO : Epoch 1577 | loss: 0.00259669 | val_loss: 0.00268162 | Time: 15218.6 ms [2021-07-15 20:19:58 main:574] : INFO : Epoch 1578 | loss: 0.00259402 | val_loss: 0.00268448 | Time: 14662.7 ms [2021-07-15 20:20:13 main:574] : INFO : Epoch 1579 | loss: 0.00259653 | val_loss: 0.00268529 | Time: 14860.9 ms [2021-07-15 20:20:28 main:574] : INFO : Epoch 1580 | loss: 0.00260266 | val_loss: 0.00268057 | Time: 14498.1 ms [2021-07-15 20:20:43 main:574] : INFO : Epoch 1581 | loss: 0.0025931 | val_loss: 0.00267527 | Time: 14790 ms [2021-07-15 20:20:58 main:574] : INFO : Epoch 1582 | loss: 0.0025976 | val_loss: 0.00268211 | Time: 14756.7 ms [2021-07-15 20:21:13 main:574] : INFO : Epoch 1583 | loss: 0.00259528 | val_loss: 0.00267825 | Time: 14909.5 ms [2021-07-15 20:21:27 main:574] : INFO : Epoch 1584 | loss: 0.00258859 | val_loss: 0.0026758 | Time: 14579.1 ms [2021-07-15 20:21:42 main:574] : INFO : Epoch 1585 | loss: 0.00258941 | val_loss: 0.00268019 | Time: 14780.1 ms [2021-07-15 20:21:57 main:574] : INFO : Epoch 1586 | loss: 0.00259447 | val_loss: 0.0026842 | Time: 14435.9 ms [2021-07-15 20:22:12 main:574] : INFO : Epoch 1587 | loss: 0.00259214 | val_loss: 0.00267726 | Time: 15144 ms [2021-07-15 20:22:27 main:574] : INFO : Epoch 1588 | loss: 0.00259613 | val_loss: 0.00268862 | Time: 14838.4 ms [2021-07-15 20:22:42 main:574] : INFO : Epoch 1589 | loss: 0.00259059 | val_loss: 0.00267909 | Time: 15063 ms [2021-07-15 20:22:57 main:574] : INFO : Epoch 1590 | loss: 0.00259433 | val_loss: 0.00270218 | Time: 14325.1 ms [2021-07-15 20:23:12 main:574] : INFO : Epoch 1591 | loss: 0.00262739 | val_loss: 0.00276186 | Time: 14822.3 ms [2021-07-15 20:23:27 main:574] : INFO : Epoch 1592 | loss: 0.00266216 | val_loss: 0.00269132 | Time: 14578.5 ms [2021-07-15 20:23:42 main:574] : INFO : Epoch 1593 | loss: 0.00260578 | val_loss: 0.00269505 | Time: 15509.3 ms [2021-07-15 20:23:57 main:574] : INFO : Epoch 1594 | loss: 0.00259366 | val_loss: 0.00268373 | Time: 14544.9 ms [2021-07-15 20:24:12 main:574] : INFO : Epoch 1595 | loss: 0.0025887 | val_loss: 0.00267927 | Time: 14899.9 ms [2021-07-15 20:24:26 main:574] : INFO : Epoch 1596 | loss: 0.00259506 | val_loss: 0.0026971 | Time: 14395 ms [2021-07-15 20:24:42 main:574] : INFO : Epoch 1597 | loss: 0.00259066 | val_loss: 0.00268252 | Time: 15446.6 ms [2021-07-15 20:24:56 main:574] : INFO : Epoch 1598 | loss: 0.00258787 | val_loss: 0.00267556 | Time: 14349.8 ms [2021-07-15 20:25:11 main:574] : INFO : Epoch 1599 | loss: 0.00258835 | val_loss: 0.00267472 | Time: 14829.9 ms [2021-07-15 20:25:26 main:574] : INFO : Epoch 1600 | loss: 0.00259052 | val_loss: 0.00267386 | Time: 14837.7 ms [2021-07-15 20:25:41 main:574] : INFO : Epoch 1601 | loss: 0.00258781 | val_loss: 0.00267551 | Time: 14833.4 ms [2021-07-15 20:25:56 main:574] : INFO : Epoch 1602 | loss: 0.00259248 | val_loss: 0.00268505 | Time: 14879.1 ms [2021-07-15 20:26:11 main:574] : INFO : Epoch 1603 | loss: 0.00259214 | val_loss: 0.00267693 | Time: 14827.3 ms [2021-07-15 20:26:26 main:574] : INFO : Epoch 1604 | loss: 0.00258943 | val_loss: 0.00268358 | Time: 14812.3 ms [2021-07-15 20:26:41 main:574] : INFO : Epoch 1605 | loss: 0.00260061 | val_loss: 0.00267585 | Time: 15309.8 ms [2021-07-15 20:26:56 main:574] : INFO : Epoch 1606 | loss: 0.00259376 | val_loss: 0.00268095 | Time: 14715.8 ms [2021-07-15 20:27:11 main:574] : INFO : Epoch 1607 | loss: 0.00259463 | val_loss: 0.00268043 | Time: 14721.7 ms [2021-07-15 20:27:26 main:574] : INFO : Epoch 1608 | loss: 0.00258976 | val_loss: 0.0026766 | Time: 14488.8 ms [2021-07-15 20:27:40 main:574] : INFO : Epoch 1609 | loss: 0.00259232 | val_loss: 0.00268919 | Time: 14397.5 ms [2021-07-15 20:27:55 main:574] : INFO : Epoch 1610 | loss: 0.00259196 | val_loss: 0.00267717 | Time: 14781.1 ms [2021-07-15 20:28:10 main:574] : INFO : Epoch 1611 | loss: 0.00258769 | val_loss: 0.00267325 | Time: 14675.2 ms [2021-07-15 20:28:25 main:574] : INFO : Epoch 1612 | loss: 0.00258952 | val_loss: 0.00267904 | Time: 14915.3 ms [2021-07-15 20:28:40 main:574] : INFO : Epoch 1613 | loss: 0.00259035 | val_loss: 0.00268338 | Time: 14890.7 ms [2021-07-15 20:28:55 main:574] : INFO : Epoch 1614 | loss: 0.0025946 | val_loss: 0.00268268 | Time: 15095.9 ms [2021-07-15 20:29:10 main:574] : INFO : Epoch 1615 | loss: 0.00259078 | val_loss: 0.00267976 | Time: 14708.6 ms [2021-07-15 20:29:26 main:574] : INFO : Epoch 1616 | loss: 0.00259278 | val_loss: 0.00267562 | Time: 15672.3 ms [2021-07-15 20:29:40 main:574] : INFO : Epoch 1617 | loss: 0.00259099 | val_loss: 0.00268953 | Time: 14491 ms [2021-07-15 20:29:55 main:574] : INFO : Epoch 1618 | loss: 0.00259404 | val_loss: 0.002676 | Time: 14941 ms [2021-07-15 20:30:10 main:574] : INFO : Epoch 1619 | loss: 0.00258923 | val_loss: 0.00268029 | Time: 14457.8 ms [2021-07-15 20:30:25 main:574] : INFO : Epoch 1620 | loss: 0.00259314 | val_loss: 0.00267744 | Time: 15021.6 ms [2021-07-15 20:30:40 main:574] : INFO : Epoch 1621 | loss: 0.00258979 | val_loss: 0.00267722 | Time: 14711.9 ms [2021-07-15 20:30:55 main:574] : INFO : Epoch 1622 | loss: 0.00259452 | val_loss: 0.00267628 | Time: 15165.4 ms [2021-07-15 20:31:10 main:574] : INFO : Epoch 1623 | loss: 0.00258921 | val_loss: 0.00267269 | Time: 14765.3 ms [2021-07-15 20:31:25 main:574] : INFO : Epoch 1624 | loss: 0.00258841 | val_loss: 0.00267565 | Time: 15082 ms [2021-07-15 20:31:40 main:574] : INFO : Epoch 1625 | loss: 0.00258877 | val_loss: 0.00267699 | Time: 14804.4 ms [2021-07-15 20:31:55 main:574] : INFO : Epoch 1626 | loss: 0.00258783 | val_loss: 0.00268509 | Time: 15271.1 ms [2021-07-15 20:32:10 main:574] : INFO : Epoch 1627 | loss: 0.00259236 | val_loss: 0.00268174 | Time: 14837.6 ms [2021-07-15 20:32:25 main:574] : INFO : Epoch 1628 | loss: 0.00259241 | val_loss: 0.0026755 | Time: 14743.1 ms [2021-07-15 20:32:40 main:574] : INFO : Epoch 1629 | loss: 0.00258847 | val_loss: 0.00267413 | Time: 14458 ms [2021-07-15 20:32:54 main:574] : INFO : Epoch 1630 | loss: 0.00258907 | val_loss: 0.00267847 | Time: 14753.4 ms [2021-07-15 20:33:09 main:574] : INFO : Epoch 1631 | loss: 0.0025915 | val_loss: 0.00267389 | Time: 14393.3 ms [2021-07-15 20:33:24 main:574] : INFO : Epoch 1632 | loss: 0.00259683 | val_loss: 0.00268761 | Time: 14672.5 ms [2021-07-15 20:33:38 main:574] : INFO : Epoch 1633 | loss: 0.00259385 | val_loss: 0.00268253 | Time: 14572.8 ms [2021-07-15 20:33:53 main:574] : INFO : Epoch 1634 | loss: 0.00260226 | val_loss: 0.00268288 | Time: 14809.8 ms [2021-07-15 20:34:08 main:574] : INFO : Epoch 1635 | loss: 0.00261445 | val_loss: 0.00268787 | Time: 14301.8 ms [2021-07-15 20:34:23 main:574] : INFO : Epoch 1636 | loss: 0.00261287 | val_loss: 0.00269178 | Time: 15470 ms [2021-07-15 20:34:38 main:574] : INFO : Epoch 1637 | loss: 0.0025994 | val_loss: 0.00267974 | Time: 14346.8 ms [2021-07-15 20:34:53 main:574] : INFO : Epoch 1638 | loss: 0.00259054 | val_loss: 0.00267971 | Time: 14902.3 ms [2021-07-15 20:35:07 main:574] : INFO : Epoch 1639 | loss: 0.00259249 | val_loss: 0.00267841 | Time: 14524 ms [2021-07-15 20:35:23 main:574] : INFO : Epoch 1640 | loss: 0.00259837 | val_loss: 0.00267795 | Time: 15810.9 ms [2021-07-15 20:35:40 main:574] : INFO : Epoch 1641 | loss: 0.00258895 | val_loss: 0.0026767 | Time: 16092.4 ms [2021-07-15 20:35:55 main:574] : INFO : Epoch 1642 | loss: 0.00258772 | val_loss: 0.00268203 | Time: 14985.2 ms [2021-07-15 20:36:09 main:574] : INFO : Epoch 1643 | loss: 0.00258903 | val_loss: 0.0026823 | Time: 14580.7 ms [2021-07-15 20:36:25 main:574] : INFO : Epoch 1644 | loss: 0.00258775 | val_loss: 0.00267236 | Time: 15059.7 ms [2021-07-15 20:36:39 main:574] : INFO : Epoch 1645 | loss: 0.00258681 | val_loss: 0.00268632 | Time: 14616.4 ms [2021-07-15 20:36:55 main:574] : INFO : Epoch 1646 | loss: 0.00259401 | val_loss: 0.00268211 | Time: 15186 ms [2021-07-15 20:37:10 main:574] : INFO : Epoch 1647 | loss: 0.00259292 | val_loss: 0.0026723 | Time: 14901.1 ms [2021-07-15 20:37:24 main:574] : INFO : Epoch 1648 | loss: 0.00259068 | val_loss: 0.00267331 | Time: 14724.1 ms [2021-07-15 20:37:39 main:574] : INFO : Epoch 1649 | loss: 0.00258706 | val_loss: 0.00267783 | Time: 14706.1 ms [2021-07-15 20:37:55 main:574] : INFO : Epoch 1650 | loss: 0.00258981 | val_loss: 0.00268461 | Time: 15287.2 ms [2021-07-15 20:38:09 main:574] : INFO : Epoch 1651 | loss: 0.00259622 | val_loss: 0.0026891 | Time: 14500 ms [2021-07-15 20:38:24 main:574] : INFO : Epoch 1652 | loss: 0.00259235 | val_loss: 0.00268446 | Time: 14649.9 ms [2021-07-15 20:38:38 main:574] : INFO : Epoch 1653 | loss: 0.00259773 | val_loss: 0.00268181 | Time: 14481.3 ms [2021-07-15 20:38:54 main:574] : INFO : Epoch 1654 | loss: 0.00259392 | val_loss: 0.00268193 | Time: 15583.2 ms [2021-07-15 20:39:09 main:574] : INFO : Epoch 1655 | loss: 0.00259099 | val_loss: 0.00267908 | Time: 14413.8 ms [2021-07-15 20:39:24 main:574] : INFO : Epoch 1656 | loss: 0.00259265 | val_loss: 0.00268302 | Time: 15306.1 ms [2021-07-15 20:39:38 main:574] : INFO : Epoch 1657 | loss: 0.00259318 | val_loss: 0.00267458 | Time: 14259.7 ms [2021-07-15 20:39:53 main:574] : INFO : Epoch 1658 | loss: 0.00259111 | val_loss: 0.00268508 | Time: 14705.4 ms [2021-07-15 20:40:08 main:574] : INFO : Epoch 1659 | loss: 0.00259391 | val_loss: 0.00267552 | Time: 14723.1 ms [2021-07-15 20:40:23 main:574] : INFO : Epoch 1660 | loss: 0.00259288 | val_loss: 0.00268052 | Time: 14654.7 ms [2021-07-15 20:40:38 main:574] : INFO : Epoch 1661 | loss: 0.00258903 | val_loss: 0.00268295 | Time: 14650.6 ms [2021-07-15 20:40:52 main:574] : INFO : Epoch 1662 | loss: 0.00258908 | val_loss: 0.00267317 | Time: 14556.4 ms [2021-07-15 20:41:07 main:574] : INFO : Epoch 1663 | loss: 0.00258658 | val_loss: 0.00267204 | Time: 14728.5 ms [2021-07-15 20:41:22 main:574] : INFO : Epoch 1664 | loss: 0.00258948 | val_loss: 0.002679 | Time: 14902.5 ms [2021-07-15 20:41:37 main:574] : INFO : Epoch 1665 | loss: 0.00259344 | val_loss: 0.00267706 | Time: 15268.9 ms [2021-07-15 20:41:52 main:574] : INFO : Epoch 1666 | loss: 0.0025946 | val_loss: 0.0026866 | Time: 14576.9 ms [2021-07-15 20:42:07 main:574] : INFO : Epoch 1667 | loss: 0.00259802 | val_loss: 0.00270254 | Time: 14909.9 ms [2021-07-15 20:42:22 main:574] : INFO : Epoch 1668 | loss: 0.00259795 | val_loss: 0.00268521 | Time: 14705.9 ms [2021-07-15 20:42:37 main:574] : INFO : Epoch 1669 | loss: 0.00259901 | val_loss: 0.00268005 | Time: 14656.1 ms [2021-07-15 20:42:51 main:574] : INFO : Epoch 1670 | loss: 0.00258923 | val_loss: 0.00267481 | Time: 14701.7 ms [2021-07-15 20:43:06 main:574] : INFO : Epoch 1671 | loss: 0.00259033 | val_loss: 0.00268011 | Time: 14788.9 ms [2021-07-15 20:43:21 main:574] : INFO : Epoch 1672 | loss: 0.0025939 | val_loss: 0.0026768 | Time: 14767.9 ms [2021-07-15 20:43:36 main:574] : INFO : Epoch 1673 | loss: 0.00259475 | val_loss: 0.00269331 | Time: 15041.4 ms [2021-07-15 20:43:51 main:574] : INFO : Epoch 1674 | loss: 0.00259991 | val_loss: 0.00268274 | Time: 14953.4 ms [2021-07-15 20:44:07 main:574] : INFO : Epoch 1675 | loss: 0.0025915 | val_loss: 0.00269589 | Time: 14835.9 ms [2021-07-15 20:44:22 main:574] : INFO : Epoch 1676 | loss: 0.00259696 | val_loss: 0.00270856 | Time: 15083.9 ms [2021-07-15 20:44:37 main:574] : INFO : Epoch 1677 | loss: 0.00260022 | val_loss: 0.00268028 | Time: 14851.3 ms [2021-07-15 20:44:52 main:574] : INFO : Epoch 1678 | loss: 0.00259399 | val_loss: 0.00268623 | Time: 14875.1 ms [2021-07-15 20:45:07 main:574] : INFO : Epoch 1679 | loss: 0.00259425 | val_loss: 0.00267889 | Time: 15172.6 ms [2021-07-15 20:45:22 main:574] : INFO : Epoch 1680 | loss: 0.00259111 | val_loss: 0.00267487 | Time: 14657.9 ms [2021-07-15 20:45:37 main:574] : INFO : Epoch 1681 | loss: 0.00258759 | val_loss: 0.00267368 | Time: 14840.5 ms [2021-07-15 20:45:52 main:574] : INFO : Epoch 1682 | loss: 0.00258637 | val_loss: 0.00267806 | Time: 14962.8 ms [2021-07-15 20:46:07 main:574] : INFO : Epoch 1683 | loss: 0.00259003 | val_loss: 0.00268368 | Time: 15204.1 ms [2021-07-15 20:46:22 main:574] : INFO : Epoch 1684 | loss: 0.00258941 | val_loss: 0.00267915 | Time: 14722.8 ms [2021-07-15 20:46:37 main:574] : INFO : Epoch 1685 | loss: 0.00258941 | val_loss: 0.00267419 | Time: 14875.3 ms [2021-07-15 20:46:51 main:574] : INFO : Epoch 1686 | loss: 0.00259136 | val_loss: 0.00267327 | Time: 14681.9 ms [2021-07-15 20:47:07 main:574] : INFO : Epoch 1687 | loss: 0.00259352 | val_loss: 0.00267904 | Time: 14961.1 ms [2021-07-15 20:47:21 main:574] : INFO : Epoch 1688 | loss: 0.00258729 | val_loss: 0.00267374 | Time: 14485.2 ms [2021-07-15 20:47:36 main:574] : INFO : Epoch 1689 | loss: 0.00258609 | val_loss: 0.00267448 | Time: 15013.2 ms [2021-07-15 20:47:51 main:574] : INFO : Epoch 1690 | loss: 0.00259037 | val_loss: 0.00267922 | Time: 14316.2 ms [2021-07-15 20:48:06 main:574] : INFO : Epoch 1691 | loss: 0.00259339 | val_loss: 0.00269072 | Time: 14947.8 ms [2021-07-15 20:48:20 main:574] : INFO : Epoch 1692 | loss: 0.00259718 | val_loss: 0.00268431 | Time: 14730.6 ms [2021-07-15 20:48:36 main:574] : INFO : Epoch 1693 | loss: 0.00259692 | val_loss: 0.00268821 | Time: 15243.4 ms [2021-07-15 20:48:50 main:574] : INFO : Epoch 1694 | loss: 0.00259324 | val_loss: 0.00267937 | Time: 14342.3 ms [2021-07-15 20:49:05 main:574] : INFO : Epoch 1695 | loss: 0.00258828 | val_loss: 0.0026745 | Time: 14869.6 ms [2021-07-15 20:49:20 main:574] : INFO : Epoch 1696 | loss: 0.00258716 | val_loss: 0.00267193 | Time: 14302.6 ms [2021-07-15 20:49:35 main:574] : INFO : Epoch 1697 | loss: 0.00258773 | val_loss: 0.00269043 | Time: 14789.1 ms [2021-07-15 20:49:49 main:574] : INFO : Epoch 1698 | loss: 0.00259141 | val_loss: 0.00267748 | Time: 14517.6 ms [2021-07-15 20:50:04 main:574] : INFO : Epoch 1699 | loss: 0.00259389 | val_loss: 0.00268111 | Time: 14887.6 ms [2021-07-15 20:50:19 main:574] : INFO : Epoch 1700 | loss: 0.00258976 | val_loss: 0.0026732 | Time: 14739.4 ms [2021-07-15 20:50:34 main:574] : INFO : Epoch 1701 | loss: 0.00258911 | val_loss: 0.00267431 | Time: 15029.6 ms [2021-07-15 20:50:49 main:574] : INFO : Epoch 1702 | loss: 0.0025909 | val_loss: 0.00267626 | Time: 14545.2 ms [2021-07-15 20:51:04 main:574] : INFO : Epoch 1703 | loss: 0.00258889 | val_loss: 0.00268054 | Time: 14710.4 ms [2021-07-15 20:51:19 main:574] : INFO : Epoch 1704 | loss: 0.00259071 | val_loss: 0.00268625 | Time: 14867.9 ms [2021-07-15 20:51:34 main:574] : INFO : Epoch 1705 | loss: 0.00259056 | val_loss: 0.00267783 | Time: 14874.6 ms [2021-07-15 20:51:49 main:574] : INFO : Epoch 1706 | loss: 0.00259026 | val_loss: 0.00267911 | Time: 14970.7 ms [2021-07-15 20:52:04 main:574] : INFO : Epoch 1707 | loss: 0.0025905 | val_loss: 0.00268025 | Time: 14679.2 ms [2021-07-15 20:52:18 main:574] : INFO : Epoch 1708 | loss: 0.00259956 | val_loss: 0.00268113 | Time: 14713.1 ms [2021-07-15 20:52:33 main:574] : INFO : Epoch 1709 | loss: 0.00259995 | val_loss: 0.00268922 | Time: 15010.9 ms [2021-07-15 20:52:49 main:574] : INFO : Epoch 1710 | loss: 0.00259157 | val_loss: 0.00267481 | Time: 15124 ms [2021-07-15 20:53:04 main:574] : INFO : Epoch 1711 | loss: 0.0025876 | val_loss: 0.00267563 | Time: 14775.7 ms [2021-07-15 20:53:19 main:574] : INFO : Epoch 1712 | loss: 0.00258671 | val_loss: 0.00267261 | Time: 14970.6 ms [2021-07-15 20:53:33 main:574] : INFO : Epoch 1713 | loss: 0.00258913 | val_loss: 0.00268096 | Time: 14546.2 ms [2021-07-15 20:53:48 main:574] : INFO : Epoch 1714 | loss: 0.00258943 | val_loss: 0.00267739 | Time: 14978.4 ms [2021-07-15 20:54:04 main:574] : INFO : Epoch 1715 | loss: 0.00259044 | val_loss: 0.00267861 | Time: 15100.4 ms [2021-07-15 20:54:19 main:574] : INFO : Epoch 1716 | loss: 0.00259355 | val_loss: 0.00267488 | Time: 14982.6 ms [2021-07-15 20:54:34 main:574] : INFO : Epoch 1717 | loss: 0.00258817 | val_loss: 0.00267589 | Time: 14823.6 ms [2021-07-15 20:54:48 main:574] : INFO : Epoch 1718 | loss: 0.00259247 | val_loss: 0.00268806 | Time: 14749 ms [2021-07-15 20:55:03 main:574] : INFO : Epoch 1719 | loss: 0.00259321 | val_loss: 0.00267286 | Time: 14410.6 ms [2021-07-15 20:55:19 main:574] : INFO : Epoch 1720 | loss: 0.00258701 | val_loss: 0.00269059 | Time: 15533 ms [2021-07-15 20:55:33 main:574] : INFO : Epoch 1721 | loss: 0.00259427 | val_loss: 0.00268429 | Time: 14506.9 ms [2021-07-15 20:55:48 main:574] : INFO : Epoch 1722 | loss: 0.0025971 | val_loss: 0.00267888 | Time: 14714.6 ms [2021-07-15 20:56:03 main:574] : INFO : Epoch 1723 | loss: 0.00259394 | val_loss: 0.0026735 | Time: 14779.3 ms [2021-07-15 20:56:18 main:574] : INFO : Epoch 1724 | loss: 0.00258856 | val_loss: 0.00267163 | Time: 14630.7 ms [2021-07-15 20:56:33 main:574] : INFO : Epoch 1725 | loss: 0.00258912 | val_loss: 0.00267173 | Time: 15016.3 ms [2021-07-15 20:56:48 main:574] : INFO : Epoch 1726 | loss: 0.00258768 | val_loss: 0.00267364 | Time: 15287.8 ms [2021-07-15 20:57:03 main:574] : INFO : Epoch 1727 | loss: 0.00258666 | val_loss: 0.00268701 | Time: 14600.7 ms [2021-07-15 20:57:18 main:574] : INFO : Epoch 1728 | loss: 0.00260742 | val_loss: 0.00268491 | Time: 15077.6 ms [2021-07-15 20:57:33 main:574] : INFO : Epoch 1729 | loss: 0.00259224 | val_loss: 0.00267286 | Time: 14934.2 ms [2021-07-15 20:57:48 main:574] : INFO : Epoch 1730 | loss: 0.00258811 | val_loss: 0.00267404 | Time: 15054.9 ms [2021-07-15 20:58:03 main:574] : INFO : Epoch 1731 | loss: 0.00259347 | val_loss: 0.00268244 | Time: 14840.5 ms [2021-07-15 20:58:19 main:574] : INFO : Epoch 1732 | loss: 0.0025908 | val_loss: 0.00268149 | Time: 15289.3 ms [2021-07-15 20:58:34 main:574] : INFO : Epoch 1733 | loss: 0.00258849 | val_loss: 0.00267534 | Time: 15100.1 ms [2021-07-15 20:58:49 main:574] : INFO : Epoch 1734 | loss: 0.00259483 | val_loss: 0.00267659 | Time: 15037.9 ms [2021-07-15 20:59:04 main:574] : INFO : Epoch 1735 | loss: 0.0025899 | val_loss: 0.00267592 | Time: 15032 ms [2021-07-15 20:59:20 main:574] : INFO : Epoch 1736 | loss: 0.00258726 | val_loss: 0.00267198 | Time: 15247.1 ms [2021-07-15 20:59:34 main:574] : INFO : Epoch 1737 | loss: 0.00259091 | val_loss: 0.00267641 | Time: 14722.3 ms [2021-07-15 20:59:50 main:574] : INFO : Epoch 1738 | loss: 0.00259179 | val_loss: 0.00267503 | Time: 14959.3 ms [2021-07-15 21:00:04 main:574] : INFO : Epoch 1739 | loss: 0.00259186 | val_loss: 0.00269011 | Time: 14592 ms [2021-07-15 21:00:19 main:574] : INFO : Epoch 1740 | loss: 0.00259168 | val_loss: 0.00268043 | Time: 15133.7 ms [2021-07-15 21:00:34 main:574] : INFO : Epoch 1741 | loss: 0.00259155 | val_loss: 0.00267514 | Time: 14564.8 ms [2021-07-15 21:00:49 main:574] : INFO : Epoch 1742 | loss: 0.00258727 | val_loss: 0.00267482 | Time: 14936.4 ms [2021-07-15 21:01:04 main:574] : INFO : Epoch 1743 | loss: 0.00258943 | val_loss: 0.00268265 | Time: 14479.7 ms [2021-07-15 21:01:19 main:574] : INFO : Epoch 1744 | loss: 0.00259525 | val_loss: 0.00267379 | Time: 14992.9 ms [2021-07-15 21:01:34 main:574] : INFO : Epoch 1745 | loss: 0.00259073 | val_loss: 0.00268298 | Time: 14829 ms [2021-07-15 21:01:49 main:574] : INFO : Epoch 1746 | loss: 0.00259739 | val_loss: 0.00269344 | Time: 14718.7 ms [2021-07-15 21:02:03 main:574] : INFO : Epoch 1747 | loss: 0.00259407 | val_loss: 0.0026874 | Time: 14472.1 ms [2021-07-15 21:02:19 main:574] : INFO : Epoch 1748 | loss: 0.00259469 | val_loss: 0.00267541 | Time: 15269.9 ms [2021-07-15 21:02:33 main:574] : INFO : Epoch 1749 | loss: 0.00258806 | val_loss: 0.0026746 | Time: 14454.1 ms [2021-07-15 21:02:49 main:574] : INFO : Epoch 1750 | loss: 0.00296929 | val_loss: 0.00380144 | Time: 15329.4 ms [2021-07-15 21:03:03 main:574] : INFO : Epoch 1751 | loss: 0.0353004 | val_loss: 0.0335436 | Time: 14551.4 ms [2021-07-15 21:03:19 main:574] : INFO : Epoch 1752 | loss: 0.0326012 | val_loss: 0.0315617 | Time: 14881.9 ms [2021-07-15 21:03:33 main:574] : INFO : Epoch 1753 | loss: 0.0313848 | val_loss: 0.031269 | Time: 14750.9 ms [2021-07-15 21:03:48 main:574] : INFO : Epoch 1754 | loss: 0.0312598 | val_loss: 0.031243 | Time: 14815.6 ms [2021-07-15 21:04:03 main:574] : INFO : Epoch 1755 | loss: 0.0312405 | val_loss: 0.0312372 | Time: 14650.8 ms [2021-07-15 21:04:18 main:574] : INFO : Epoch 1756 | loss: 0.0312354 | val_loss: 0.031233 | Time: 14965.1 ms [2021-07-15 21:04:33 main:574] : INFO : Epoch 1757 | loss: 0.0312323 | val_loss: 0.0312315 | Time: 14416.2 ms </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)