Task 14114409
| Name | ParityModified-1647043911-17993-2-0_2 |
| Workunit | 10631700 |
| Created | 31 Mar 2022, 1:03:50 UTC |
| Sent | 31 Mar 2022, 1:35:31 UTC |
| Report deadline | 8 Apr 2022, 1:35:31 UTC |
| Received | 2 Apr 2022, 0:23:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13372 |
| Run time | 1 hours 15 min 28 sec |
| CPU time | 1 hours 14 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,868.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312378 | val_loss: 0.0312378 | Time: 1202.55 ms
[2022-04-01 19:16:10 main:574] : INFO : Epoch 1543 | loss: 0.0312357 | val_loss: 0.0312391 | Time: 1144.56 ms
[2022-04-01 19:16:11 main:574] : INFO : Epoch 1544 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 1226.81 ms
[2022-04-01 19:16:12 main:574] : INFO : Epoch 1545 | loss: 0.0312373 | val_loss: 0.0312459 | Time: 1133.97 ms
[2022-04-01 19:16:14 main:574] : INFO : Epoch 1546 | loss: 0.0312347 | val_loss: 0.0312355 | Time: 1252.25 ms
[2022-04-01 19:16:15 main:574] : INFO : Epoch 1547 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 1138.99 ms
[2022-04-01 19:16:16 main:574] : INFO : Epoch 1548 | loss: 0.0312341 | val_loss: 0.0312369 | Time: 1283.2 ms
[2022-04-01 19:16:17 main:574] : INFO : Epoch 1549 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 1100.69 ms
[2022-04-01 19:16:18 main:574] : INFO : Epoch 1550 | loss: 0.0312337 | val_loss: 0.0312379 | Time: 1285.39 ms
[2022-04-01 19:16:20 main:574] : INFO : Epoch 1551 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 1093.49 ms
[2022-04-01 19:16:21 main:574] : INFO : Epoch 1552 | loss: 0.0312339 | val_loss: 0.0312371 | Time: 1298.92 ms
[2022-04-01 19:16:22 main:574] : INFO : Epoch 1553 | loss: 0.0312349 | val_loss: 0.0312353 | Time: 1118.95 ms
[2022-04-01 19:16:23 main:574] : INFO : Epoch 1554 | loss: 0.0312346 | val_loss: 0.0312399 | Time: 1263.86 ms
[2022-04-01 19:16:24 main:574] : INFO : Epoch 1555 | loss: 0.0312365 | val_loss: 0.0312412 | Time: 1114.55 ms
[2022-04-01 19:16:26 main:574] : INFO : Epoch 1556 | loss: 0.0312374 | val_loss: 0.0312376 | Time: 1272.7 ms
[2022-04-01 19:16:27 main:574] : INFO : Epoch 1557 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 1125.89 ms
[2022-04-01 19:16:28 main:574] : INFO : Epoch 1558 | loss: 0.0312336 | val_loss: 0.0312359 | Time: 1227.46 ms
[2022-04-01 19:16:29 main:574] : INFO : Epoch 1559 | loss: 0.0312338 | val_loss: 0.0312373 | Time: 1165.15 ms
[2022-04-01 19:16:30 main:574] : INFO : Epoch 1560 | loss: 0.0312358 | val_loss: 0.0312381 | Time: 1199.48 ms
[2022-04-01 19:16:32 main:574] : INFO : Epoch 1561 | loss: 0.031235 | val_loss: 0.0312372 | Time: 1172.89 ms
[2022-04-01 19:16:33 main:574] : INFO : Epoch 1562 | loss: 0.0312331 | val_loss: 0.0312357 | Time: 1180.88 ms
[2022-04-01 19:16:34 main:574] : INFO : Epoch 1563 | loss: 0.0312335 | val_loss: 0.0312409 | Time: 1203.77 ms
[2022-04-01 19:16:35 main:574] : INFO : Epoch 1564 | loss: 0.0312373 | val_loss: 0.0312387 | Time: 1170.92 ms
[2022-04-01 19:16:36 main:574] : INFO : Epoch 1565 | loss: 0.031235 | val_loss: 0.0312366 | Time: 1203.12 ms
[2022-04-01 19:16:38 main:574] : INFO : Epoch 1566 | loss: 0.0312343 | val_loss: 0.0312352 | Time: 1130.54 ms
[2022-04-01 19:16:39 main:574] : INFO : Epoch 1567 | loss: 0.0312345 | val_loss: 0.0312371 | Time: 1302 ms
[2022-04-01 19:16:40 main:574] : INFO : Epoch 1568 | loss: 0.0312386 | val_loss: 0.0312479 | Time: 1097.81 ms
[2022-04-01 19:16:41 main:574] : INFO : Epoch 1569 | loss: 0.0312386 | val_loss: 0.0312377 | Time: 1296.99 ms
[2022-04-01 19:16:42 main:574] : INFO : Epoch 1570 | loss: 0.0312381 | val_loss: 0.0312431 | Time: 1099.42 ms
[2022-04-01 19:16:44 main:574] : INFO : Epoch 1571 | loss: 0.0312421 | val_loss: 0.0312406 | Time: 1281.97 ms
[2022-04-01 19:16:45 main:574] : INFO : Epoch 1572 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 1103.36 ms
[2022-04-01 19:16:46 main:574] : INFO : Epoch 1573 | loss: 0.0312351 | val_loss: 0.0312361 | Time: 1270.67 ms
[2022-04-01 19:16:47 main:574] : INFO : Epoch 1574 | loss: 0.0312366 | val_loss: 0.0312426 | Time: 1114.12 ms
[2022-04-01 19:16:48 main:574] : INFO : Epoch 1575 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 1286.33 ms
[2022-04-01 19:16:50 main:574] : INFO : Epoch 1576 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1121.99 ms
[2022-04-01 19:16:51 main:574] : INFO : Epoch 1577 | loss: 0.031234 | val_loss: 0.0312386 | Time: 1231.44 ms
[2022-04-01 19:16:52 main:574] : INFO : Epoch 1578 | loss: 0.0312335 | val_loss: 0.0312349 | Time: 1145.14 ms
[2022-04-01 19:16:53 main:574] : INFO : Epoch 1579 | loss: 0.0312339 | val_loss: 0.0312352 | Time: 1220.19 ms
[2022-04-01 19:16:54 main:574] : INFO : Epoch 1580 | loss: 0.0312365 | val_loss: 0.0312386 | Time: 1163.77 ms
[2022-04-01 19:16:56 main:574] : INFO : Epoch 1581 | loss: 0.0312355 | val_loss: 0.0312348 | Time: 1212.35 ms
[2022-04-01 19:16:57 main:574] : INFO : Epoch 1582 | loss: 0.0312357 | val_loss: 0.031241 | Time: 1197.65 ms
[2022-04-01 19:16:58 main:574] : INFO : Epoch 1583 | loss: 0.0312372 | val_loss: 0.0312352 | Time: 1138.13 ms
[2022-04-01 19:16:59 main:574] : INFO : Epoch 1584 | loss: 0.0312346 | val_loss: 0.0312401 | Time: 1224.17 ms
[2022-04-01 19:17:00 main:574] : INFO : Epoch 1585 | loss: 0.0312339 | val_loss: 0.0312394 | Time: 1173.52 ms
[2022-04-01 19:17:02 main:574] : INFO : Epoch 1586 | loss: 0.0312342 | val_loss: 0.031235 | Time: 1232.88 ms
[2022-04-01 19:17:03 main:574] : INFO : Epoch 1587 | loss: 0.0312339 | val_loss: 0.0312384 | Time: 1118.2 ms
[2022-04-01 19:17:04 main:574] : INFO : Epoch 1588 | loss: 0.0312337 | val_loss: 0.0312357 | Time: 1271.01 ms
[2022-04-01 19:17:05 main:574] : INFO : Epoch 1589 | loss: 0.0312341 | val_loss: 0.0312395 | Time: 1122.56 ms
[2022-04-01 19:17:06 main:574] : INFO : Epoch 1590 | loss: 0.0312338 | val_loss: 0.0312371 | Time: 1277.16 ms
[2022-04-01 19:17:08 main:574] : INFO : Epoch 1591 | loss: 0.0312332 | val_loss: 0.031235 | Time: 1103.47 ms
[2022-04-01 19:17:09 main:574] : INFO : Epoch 1592 | loss: 0.0312345 | val_loss: 0.0312354 | Time: 1306.94 ms
[2022-04-01 19:17:10 main:574] : INFO : Epoch 1593 | loss: 0.0312335 | val_loss: 0.0312366 | Time: 1097.35 ms
[2022-04-01 19:17:11 main:574] : INFO : Epoch 1594 | loss: 0.031234 | val_loss: 0.0312345 | Time: 1256.54 ms
[2022-04-01 19:17:12 main:574] : INFO : Epoch 1595 | loss: 0.0312337 | val_loss: 0.0312348 | Time: 1116.07 ms
[2022-04-01 19:17:14 main:574] : INFO : Epoch 1596 | loss: 0.031234 | val_loss: 0.0312439 | Time: 1291.34 ms
[2022-04-01 19:17:15 main:574] : INFO : Epoch 1597 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 1122.4 ms
[2022-04-01 19:17:16 main:574] : INFO : Epoch 1598 | loss: 0.0312358 | val_loss: 0.0312365 | Time: 1245.69 ms
[2022-04-01 19:17:17 main:574] : INFO : Epoch 1599 | loss: 0.0312352 | val_loss: 0.0312356 | Time: 1155.43 ms
[2022-04-01 19:17:18 main:574] : INFO : Epoch 1600 | loss: 0.0312341 | val_loss: 0.031238 | Time: 1247.23 ms
[2022-04-01 19:17:20 main:574] : INFO : Epoch 1601 | loss: 0.0312346 | val_loss: 0.0312376 | Time: 1162.62 ms
[2022-04-01 19:17:21 main:574] : INFO : Epoch 1602 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 1220.29 ms
[2022-04-01 19:17:22 main:574] : INFO : Epoch 1603 | loss: 0.031234 | val_loss: 0.0312399 | Time: 1165.29 ms
[2022-04-01 19:17:23 main:574] : INFO : Epoch 1604 | loss: 0.031237 | val_loss: 0.0312433 | Time: 1188.85 ms
[2022-04-01 19:17:24 main:574] : INFO : Epoch 1605 | loss: 0.0312394 | val_loss: 0.0312622 | Time: 1197.63 ms
[2022-04-01 19:17:26 main:574] : INFO : Epoch 1606 | loss: 0.0590048 | val_loss: 0.0734397 | Time: 1166.51 ms
[2022-04-01 19:17:27 main:574] : INFO : Epoch 1607 | loss: 0.0412255 | val_loss: 0.0352934 | Time: 1231.57 ms
[2022-04-01 19:17:28 main:574] : INFO : Epoch 1608 | loss: 0.0324016 | val_loss: 0.031304 | Time: 1127.02 ms
[2022-04-01 19:17:29 main:574] : INFO : Epoch 1609 | loss: 0.031438 | val_loss: 0.0312791 | Time: 1280.16 ms
[2022-04-01 19:17:30 main:574] : INFO : Epoch 1610 | loss: 0.0312919 | val_loss: 0.0312632 | Time: 1120.8 ms
[2022-04-01 19:17:32 main:574] : INFO : Epoch 1611 | loss: 0.0312627 | val_loss: 0.0312574 | Time: 1292.77 ms
[2022-04-01 19:17:33 main:574] : INFO : Epoch 1612 | loss: 0.0312539 | val_loss: 0.0312528 | Time: 1100.93 ms
[2022-04-01 19:17:34 main:574] : INFO : Epoch 1613 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1304.39 ms
[2022-04-01 19:17:35 main:574] : INFO : Epoch 1614 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1099.5 ms
[2022-04-01 19:17:37 main:574] : INFO : Epoch 1615 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 1300.58 ms
[2022-04-01 19:17:38 main:574] : INFO : Epoch 1616 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1102.98 ms
[2022-04-01 19:17:39 main:574] : INFO : Epoch 1617 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 1316.05 ms
[2022-04-01 19:17:40 main:574] : INFO : Epoch 1618 | loss: 0.0312414 | val_loss: 0.031242 | Time: 1100.46 ms
[2022-04-01 19:17:41 main:574] : INFO : Epoch 1619 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 1282.55 ms
[2022-04-01 19:17:43 main:574] : INFO : Epoch 1620 | loss: 0.0312396 | val_loss: 0.0312403 | Time: 1120.37 ms
[2022-04-01 19:17:44 main:574] : INFO : Epoch 1621 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 1274.99 ms
[2022-04-01 19:17:45 main:574] : INFO : Epoch 1622 | loss: 0.031238 | val_loss: 0.031239 | Time: 1132.79 ms
[2022-04-01 19:17:46 main:574] : INFO : Epoch 1623 | loss: 0.0312373 | val_loss: 0.0312384 | Time: 1239.01 ms
[2022-04-01 19:17:47 main:574] : INFO : Epoch 1624 | loss: 0.0312368 | val_loss: 0.031238 | Time: 1162.93 ms
[2022-04-01 19:17:49 main:574] : INFO : Epoch 1625 | loss: 0.0312363 | val_loss: 0.0312376 | Time: 1291.68 ms
[2022-04-01 19:17:50 main:574] : INFO : Epoch 1626 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 1146.1 ms
[2022-04-01 19:17:51 main:574] : INFO : Epoch 1627 | loss: 0.0312353 | val_loss: 0.031237 | Time: 1203.97 ms
[2022-04-01 19:17:52 main:574] : INFO : Epoch 1628 | loss: 0.031235 | val_loss: 0.0312366 | Time: 1192.57 ms
[2022-04-01 19:17:53 main:574] : INFO : Epoch 1629 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 1163.51 ms
[2022-04-01 19:17:55 main:574] : INFO : Epoch 1630 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1243.57 ms
[2022-04-01 19:17:56 main:574] : INFO : Epoch 1631 | loss: 0.031234 | val_loss: 0.031236 | Time: 1159.76 ms
[2022-04-01 19:17:57 main:574] : INFO : Epoch 1632 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1219.24 ms
[2022-04-01 19:17:58 main:574] : INFO : Epoch 1633 | loss: 0.0312337 | val_loss: 0.0312356 | Time: 1142.88 ms
[2022-04-01 19:18:00 main:574] : INFO : Epoch 1634 | loss: 0.0312337 | val_loss: 0.0312357 | Time: 1265.68 ms
[2022-04-01 19:18:01 main:574] : INFO : Epoch 1635 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 1114.59 ms
[2022-04-01 19:18:02 main:574] : INFO : Epoch 1636 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 1312.18 ms
[2022-04-01 19:18:03 main:574] : INFO : Epoch 1637 | loss: 0.0312331 | val_loss: 0.0312353 | Time: 1100.12 ms
[2022-04-01 19:18:04 main:574] : INFO : Epoch 1638 | loss: 0.031233 | val_loss: 0.0312352 | Time: 1309.31 ms
[2022-04-01 19:18:05 main:574] : INFO : Epoch 1639 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 1095.48 ms
[2022-04-01 19:18:07 main:574] : INFO : Epoch 1640 | loss: 0.0312329 | val_loss: 0.0312356 | Time: 1306.75 ms
[2022-04-01 19:18:08 main:574] : INFO : Epoch 1641 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1100.56 ms
[2022-04-01 19:18:09 main:574] : INFO : Epoch 1642 | loss: 0.0312328 | val_loss: 0.0312352 | Time: 1289.63 ms
[2022-04-01 19:18:10 main:574] : INFO : Epoch 1643 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1113.2 ms
[2022-04-01 19:18:12 main:574] : INFO : Epoch 1644 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 1269.35 ms
[2022-04-01 19:18:13 main:574] : INFO : Epoch 1645 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1137.31 ms
[2022-04-01 19:18:14 main:574] : INFO : Epoch 1646 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 1239.53 ms
[2022-04-01 19:18:15 main:574] : INFO : Epoch 1647 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 1146.64 ms
[2022-04-01 19:18:16 main:574] : INFO : Epoch 1648 | loss: 0.0312329 | val_loss: 0.0312357 | Time: 1214.57 ms
[2022-04-01 19:18:18 main:574] : INFO : Epoch 1649 | loss: 0.0312326 | val_loss: 0.0312354 | Time: 1173.43 ms
[2022-04-01 19:18:19 main:574] : INFO : Epoch 1650 | loss: 0.0312327 | val_loss: 0.0312352 | Time: 1193.49 ms
[2022-04-01 19:18:20 main:574] : INFO : Epoch 1651 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 1184.45 ms
[2022-04-01 19:18:21 main:574] : INFO : Epoch 1652 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1133.26 ms
[2022-04-01 19:18:22 main:574] : INFO : Epoch 1653 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 1218.65 ms
[2022-04-01 19:18:23 main:574] : INFO : Epoch 1654 | loss: 0.0312325 | val_loss: 0.0312354 | Time: 1125.21 ms
[2022-04-01 19:18:25 main:574] : INFO : Epoch 1655 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 1289.42 ms
[2022-04-01 19:18:26 main:574] : INFO : Epoch 1656 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1098.36 ms
[2022-04-01 19:18:27 main:574] : INFO : Epoch 1657 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1278.95 ms
[2022-04-01 19:18:28 main:574] : INFO : Epoch 1658 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1092.26 ms
[2022-04-01 19:18:30 main:574] : INFO : Epoch 1659 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1331.38 ms
[2022-04-01 19:18:31 main:574] : INFO : Epoch 1660 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1104.07 ms
[2022-04-01 19:18:32 main:574] : INFO : Epoch 1661 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 1262.3 ms
[2022-04-01 19:18:33 main:574] : INFO : Epoch 1662 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1102.21 ms
[2022-04-01 19:18:34 main:574] : INFO : Epoch 1663 | loss: 0.0312323 | val_loss: 0.0312352 | Time: 1276.7 ms
[2022-04-01 19:18:35 main:574] : INFO : Epoch 1664 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 1105.57 ms
[2022-04-01 19:18:37 main:574] : INFO : Epoch 1665 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1240.57 ms
[2022-04-01 19:18:38 main:574] : INFO : Epoch 1666 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1153.16 ms
[2022-04-01 19:18:39 main:574] : INFO : Epoch 1667 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1234.11 ms
[2022-04-01 19:18:40 main:574] : INFO : Epoch 1668 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1146.95 ms
[2022-04-01 19:18:41 main:574] : INFO : Epoch 1669 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 1203.61 ms
[2022-04-01 19:18:43 main:574] : INFO : Epoch 1670 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1222.62 ms
[2022-04-01 19:18:44 main:574] : INFO : Epoch 1671 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1147.95 ms
[2022-04-01 19:18:45 main:574] : INFO : Epoch 1672 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1223.55 ms
[2022-04-01 19:18:46 main:574] : INFO : Epoch 1673 | loss: 0.0312324 | val_loss: 0.0312356 | Time: 1150.74 ms
[2022-04-01 19:18:47 main:574] : INFO : Epoch 1674 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1261.73 ms
[2022-04-01 19:18:49 main:574] : INFO : Epoch 1675 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1118.75 ms
[2022-04-01 19:18:50 main:574] : INFO : Epoch 1676 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1314.18 ms
[2022-04-01 19:18:51 main:574] : INFO : Epoch 1677 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1344.98 ms
[2022-04-01 19:18:53 main:574] : INFO : Epoch 1678 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1225.24 ms
[2022-04-01 19:18:54 main:574] : INFO : Epoch 1679 | loss: 0.0312325 | val_loss: 0.0312353 | Time: 1132.59 ms
[2022-04-01 19:18:55 main:574] : INFO : Epoch 1680 | loss: 0.0312331 | val_loss: 0.031235 | Time: 1253.05 ms
[2022-04-01 19:18:56 main:574] : INFO : Epoch 1681 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1112.16 ms
[2022-04-01 19:18:57 main:574] : INFO : Epoch 1682 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1261.22 ms
[2022-04-01 19:18:59 main:574] : INFO : Epoch 1683 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1123.96 ms
[2022-04-01 19:19:00 main:574] : INFO : Epoch 1684 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1294.57 ms
[2022-04-01 19:19:01 main:574] : INFO : Epoch 1685 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1126.09 ms
[2022-04-01 19:19:02 main:574] : INFO : Epoch 1686 | loss: 0.0312325 | val_loss: 0.0312355 | Time: 1250.29 ms
[2022-04-01 19:19:03 main:574] : INFO : Epoch 1687 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1114.48 ms
[2022-04-01 19:19:05 main:574] : INFO : Epoch 1688 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1260.08 ms
[2022-04-01 19:19:06 main:574] : INFO : Epoch 1689 | loss: 0.0312324 | val_loss: 0.0312354 | Time: 1105.4 ms
[2022-04-01 19:19:07 main:574] : INFO : Epoch 1690 | loss: 0.0312322 | val_loss: 0.0312352 | Time: 1238.01 ms
[2022-04-01 19:19:08 main:574] : INFO : Epoch 1691 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1166.27 ms
[2022-04-01 19:19:09 main:574] : INFO : Epoch 1692 | loss: 0.0312322 | val_loss: 0.0312348 | Time: 1245.53 ms
[2022-04-01 19:19:11 main:574] : INFO : Epoch 1693 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 1141.44 ms
[2022-04-01 19:19:12 main:574] : INFO : Epoch 1694 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1188.66 ms
[2022-04-01 19:19:13 main:574] : INFO : Epoch 1695 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 1177.31 ms
[2022-04-01 19:19:14 main:574] : INFO : Epoch 1696 | loss: 0.0312322 | val_loss: 0.0312348 | Time: 1186.73 ms
[2022-04-01 19:19:15 main:574] : INFO : Epoch 1697 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1219.26 ms
[2022-04-01 19:19:16 main:574] : INFO : Epoch 1698 | loss: 0.0312323 | val_loss: 0.0312351 | Time: 1162.42 ms
[2022-04-01 19:19:18 main:574] : INFO : Epoch 1699 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 1237.99 ms
[2022-04-01 19:19:19 main:574] : INFO : Epoch 1700 | loss: 0.0312322 | val_loss: 0.0312348 | Time: 1121.05 ms
[2022-04-01 19:19:20 main:574] : INFO : Epoch 1701 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1293.55 ms
[2022-04-01 19:19:21 main:574] : INFO : Epoch 1702 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1097.61 ms
[2022-04-01 19:19:23 main:574] : INFO : Epoch 1703 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1273.04 ms
[2022-04-01 19:19:24 main:574] : INFO : Epoch 1704 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1105.56 ms
[2022-04-01 19:19:25 main:574] : INFO : Epoch 1705 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1263.84 ms
[2022-04-01 19:19:26 main:574] : INFO : Epoch 1706 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1121 ms
[2022-04-01 19:19:28 main:574] : INFO : Epoch 1707 | loss: 0.0312324 | val_loss: 0.0312359 | Time: 1314.41 ms
[2022-04-01 19:19:29 main:574] : INFO : Epoch 1708 | loss: 0.031233 | val_loss: 0.0312351 | Time: 1106.89 ms
[2022-04-01 19:19:30 main:574] : INFO : Epoch 1709 | loss: 0.0312324 | val_loss: 0.0312358 | Time: 1286.73 ms
[2022-04-01 19:19:31 main:574] : INFO : Epoch 1710 | loss: 0.0312325 | val_loss: 0.0312352 | Time: 1112.63 ms
[2022-04-01 19:19:32 main:574] : INFO : Epoch 1711 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1286.81 ms
[2022-04-01 19:19:33 main:574] : INFO : Epoch 1712 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1107.87 ms
[2022-04-01 19:19:35 main:574] : INFO : Epoch 1713 | loss: 0.0312325 | val_loss: 0.0312359 | Time: 1278.76 ms
[2022-04-01 19:19:36 main:574] : INFO : Epoch 1714 | loss: 0.0312327 | val_loss: 0.031235 | Time: 1142.86 ms
[2022-04-01 19:19:37 main:574] : INFO : Epoch 1715 | loss: 0.0312326 | val_loss: 0.0312365 | Time: 1208.83 ms
[2022-04-01 19:19:38 main:574] : INFO : Epoch 1716 | loss: 0.0312331 | val_loss: 0.0312353 | Time: 1158.56 ms
[2022-04-01 19:19:39 main:574] : INFO : Epoch 1717 | loss: 0.0312325 | val_loss: 0.0312351 | Time: 1221.38 ms
[2022-04-01 19:19:41 main:574] : INFO : Epoch 1718 | loss: 0.0312322 | val_loss: 0.031236 | Time: 1185.5 ms
[2022-04-01 19:19:42 main:574] : INFO : Epoch 1719 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1188.22 ms
[2022-04-01 19:19:43 main:574] : INFO : Epoch 1720 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1229.1 ms
[2022-04-01 19:19:44 main:574] : INFO : Epoch 1721 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 1163.01 ms
[2022-04-01 19:19:46 main:574] : INFO : Epoch 1722 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 1219.6 ms
[2022-04-01 19:19:47 main:574] : INFO : Epoch 1723 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1137.26 ms
[2022-04-01 19:19:48 main:574] : INFO : Epoch 1724 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1252.12 ms
[2022-04-01 19:19:49 main:574] : INFO : Epoch 1725 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1108.56 ms
[2022-04-01 19:19:50 main:574] : INFO : Epoch 1726 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 1317.84 ms
[2022-04-01 19:19:52 main:574] : INFO : Epoch 1727 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 1240.7 ms
[2022-04-01 19:19:53 main:574] : INFO : Epoch 1728 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1312.49 ms
[2022-04-01 19:19:54 main:574] : INFO : Epoch 1729 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1100.13 ms
[2022-04-01 19:19:55 main:574] : INFO : Epoch 1730 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1299.44 ms
[2022-04-01 19:19:56 main:574] : INFO : Epoch 1731 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1096.24 ms
[2022-04-01 19:19:58 main:574] : INFO : Epoch 1732 | loss: 0.0312326 | val_loss: 0.0312353 | Time: 1304.18 ms
[2022-04-01 19:19:59 main:574] : INFO : Epoch 1733 | loss: 0.0312327 | val_loss: 0.0312353 | Time: 1098.62 ms
[2022-04-01 19:20:00 main:574] : INFO : Epoch 1734 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 1267.23 ms
[2022-04-01 19:20:01 main:574] : INFO : Epoch 1735 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1098.62 ms
[2022-04-01 19:20:03 main:574] : INFO : Epoch 1736 | loss: 0.0312323 | val_loss: 0.0312347 | Time: 1276.32 ms
[2022-04-01 19:20:04 main:574] : INFO : Epoch 1737 | loss: 0.0312322 | val_loss: 0.0312348 | Time: 1119.85 ms
[2022-04-01 19:20:05 main:574] : INFO : Epoch 1738 | loss: 0.0312327 | val_loss: 0.0312358 | Time: 1249.04 ms
[2022-04-01 19:20:06 main:574] : INFO : Epoch 1739 | loss: 0.0312333 | val_loss: 0.0312361 | Time: 1152.36 ms
[2022-04-01 19:20:07 main:574] : INFO : Epoch 1740 | loss: 0.0312328 | val_loss: 0.0312347 | Time: 1176.02 ms
[2022-04-01 19:20:08 main:574] : INFO : Epoch 1741 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1189.95 ms
[2022-04-01 19:20:10 main:574] : INFO : Epoch 1742 | loss: 0.0312323 | val_loss: 0.0312352 | Time: 1206.11 ms
[2022-04-01 19:20:11 main:574] : INFO : Epoch 1743 | loss: 0.0312328 | val_loss: 0.0312347 | Time: 1192.48 ms
[2022-04-01 19:20:12 main:574] : INFO : Epoch 1744 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 1137.04 ms
[2022-04-01 19:20:13 main:574] : INFO : Epoch 1745 | loss: 0.0312323 | val_loss: 0.0312351 | Time: 1243.07 ms
[2022-04-01 19:20:14 main:574] : INFO : Epoch 1746 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 1127.11 ms
[2022-04-01 19:20:16 main:574] : INFO : Epoch 1747 | loss: 0.0312322 | val_loss: 0.0312348 | Time: 1259.86 ms
[2022-04-01 19:20:17 main:574] : INFO : Epoch 1748 | loss: 0.0312325 | val_loss: 0.0312354 | Time: 1097.44 ms
[2022-04-01 19:20:18 main:574] : INFO : Epoch 1749 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1270.15 ms
[2022-04-01 19:20:19 main:574] : INFO : Epoch 1750 | loss: 0.0312323 | val_loss: 0.0312347 | Time: 1106.49 ms
[2022-04-01 19:20:20 main:574] : INFO : Epoch 1751 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1239.24 ms
[2022-04-01 19:20:22 main:574] : INFO : Epoch 1752 | loss: 0.0312325 | val_loss: 0.0312368 | Time: 1108.46 ms
[2022-04-01 19:20:23 main:574] : INFO : Epoch 1753 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 1300.59 ms
[2022-04-01 19:20:24 main:574] : INFO : Epoch 1754 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 1098.5 ms
[2022-04-01 19:20:25 main:574] : INFO : Epoch 1755 | loss: 0.0312328 | val_loss: 0.0312353 | Time: 1269.12 ms
[2022-04-01 19:20:26 main:574] : INFO : Epoch 1756 | loss: 0.0312325 | val_loss: 0.0312351 | Time: 1116.63 ms
[2022-04-01 19:20:28 main:574] : INFO : Epoch 1757 | loss: 0.0312322 | val_loss: 0.031235 | Time: 1234.38 ms
[2022-04-01 19:20:29 main:574] : INFO : Epoch 1758 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1177.35 ms
[2022-04-01 19:20:30 main:574] : INFO : Epoch 1759 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1191.02 ms
[2022-04-01 19:20:31 main:574] : INFO : Epoch 1760 | loss: 0.0312323 | val_loss: 0.0312347 | Time: 1199.25 ms
[2022-04-01 19:20:32 main:574] : INFO : Epoch 1761 | loss: 0.0312325 | val_loss: 0.0312368 | Time: 1195.6 ms
[2022-04-01 19:20:34 main:574] : INFO : Epoch 1762 | loss: 0.031233 | val_loss: 0.0312349 | Time: 1201.18 ms
[2022-04-01 19:20:35 main:574] : INFO : Epoch 1763 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 1142.68 ms
[2022-04-01 19:20:36 main:574] : INFO : Epoch 1764 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1269.51 ms
[2022-04-01 19:20:37 main:574] : INFO : Epoch 1765 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1154 ms
[2022-04-01 19:20:38 main:574] : INFO : Epoch 1766 | loss: 0.0312322 | val_loss: 0.0312346 | Time: 1256.82 ms
[2022-04-01 19:20:40 main:574] : INFO : Epoch 1767 | loss: 0.0312323 | val_loss: 0.031235 | Time: 1098.49 ms
[2022-04-01 19:20:41 main:574] : INFO : Epoch 1768 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 1293.73 ms
[2022-04-01 19:20:42 main:574] : INFO : Epoch 1769 | loss: 0.0312329 | val_loss: 0.0312353 | Time: 1097.92 ms
[2022-04-01 19:20:43 main:574] : INFO : Epoch 1770 | loss: 0.0312329 | val_loss: 0.0312358 | Time: 1305.37 ms
[2022-04-01 19:20:44 main:574] : INFO : Epoch 1771 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1098.13 ms
[2022-04-01 19:20:46 main:574] : INFO : Epoch 1772 | loss: 0.0312334 | val_loss: 0.0312351 | Time: 1300.09 ms
[2022-04-01 19:20:47 main:574] : INFO : Epoch 1773 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 1101.52 ms
[2022-04-01 19:20:48 main:574] : INFO : Epoch 1774 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1329.88 ms
[2022-04-01 19:20:49 main:574] : INFO : Epoch 1775 | loss: 0.0312324 | val_loss: 0.0312353 | Time: 1102.65 ms
[2022-04-01 19:20:51 main:574] : INFO : Epoch 1776 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1326.44 ms
[2022-04-01 19:20:52 main:574] : INFO : Epoch 1777 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 1160.18 ms
[2022-04-01 19:20:53 main:574] : INFO : Epoch 1778 | loss: 0.0312325 | val_loss: 0.0312365 | Time: 1369.53 ms
[2022-04-01 19:20:54 main:574] : INFO : Epoch 1779 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1100.66 ms
[2022-04-01 19:20:55 main:574] : INFO : Epoch 1780 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 1239.49 ms
[2022-04-01 19:20:57 main:574] : INFO : Epoch 1781 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 1127.6 ms
[2022-04-01 19:20:58 main:574] : INFO : Epoch 1782 | loss: 0.0312321 | val_loss: 0.0312349 | Time: 1251.2 ms
[2022-04-01 19:20:59 main:574] : INFO : Epoch 1783 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1158.93 ms
[2022-04-01 19:21:00 main:574] : INFO : Epoch 1784 | loss: 0.0312322 | val_loss: 0.0312353 | Time: 1266.44 ms
[2022-04-01 19:21:01 main:574] : INFO : Epoch 1785 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 1168.68 ms
[2022-04-01 19:21:03 main:574] : INFO : Epoch 1786 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1280.26 ms
[2022-04-01 19:21:04 main:574] : INFO : Epoch 1787 | loss: 0.0312326 | val_loss: 0.0312352 | Time: 1198.91 ms
[2022-04-01 19:21:05 main:574] : INFO : Epoch 1788 | loss: 0.0312324 | val_loss: 0.0312361 | Time: 1169.32 ms
[2022-04-01 19:21:06 main:574] : INFO : Epoch 1789 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1201.73 ms
[2022-04-01 19:21:08 main:574] : INFO : Epoch 1790 | loss: 0.0312324 | val_loss: 0.0312346 | Time: 1171.64 ms
[2022-04-01 19:21:09 main:574] : INFO : Epoch 1791 | loss: 0.0312321 | val_loss: 0.0312349 | Time: 1226.94 ms
[2022-04-01 19:21:10 main:574] : INFO : Epoch 1792 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 1144.79 ms
[2022-04-01 19:21:11 main:574] : INFO : Epoch 1793 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1234.21 ms
[2022-04-01 19:21:12 main:574] : INFO : Epoch 1794 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 1109.11 ms
[2022-04-01 19:21:14 main:574] : INFO : Epoch 1795 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1301.38 ms
[2022-04-01 19:21:15 main:574] : INFO : Epoch 1796 | loss: 0.0312323 | val_loss: 0.0312354 | Time: 1104.61 ms
[2022-04-01 19:21:16 main:574] : INFO : Epoch 1797 | loss: 0.0312332 | val_loss: 0.0312368 | Time: 1307.58 ms
[2022-04-01 19:21:17 main:574] : INFO : Epoch 1798 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 1108.7 ms
[2022-04-01 19:21:18 main:574] : INFO : Epoch 1799 | loss: 0.0312325 | val_loss: 0.0312347 | Time: 1288.5 ms
[2022-04-01 19:21:20 main:574] : INFO : Epoch 1800 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 1104.41 ms
[2022-04-01 19:21:21 main:574] : INFO : Epoch 1801 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1304.74 ms
[2022-04-01 19:21:22 main:574] : INFO : Epoch 1802 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 1114.27 ms
[2022-04-01 19:21:23 main:574] : INFO : Epoch 1803 | loss: 0.0312327 | val_loss: 0.0312347 | Time: 1298.38 ms
[2022-04-01 19:21:24 main:574] : INFO : Epoch 1804 | loss: 0.0312322 | val_loss: 0.0312353 | Time: 1120.18 ms
[2022-04-01 19:21:26 main:574] : INFO : Epoch 1805 | loss: 0.0312328 | val_loss: 0.0312346 | Time: 1264.15 ms
[2022-04-01 19:21:27 main:574] : INFO : Epoch 1806 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 1151.03 ms
[2022-04-01 19:21:28 main:574] : INFO : Epoch 1807 | loss: 0.0312336 | val_loss: 0.0312348 | Time: 1205.33 ms
[2022-04-01 19:21:29 main:574] : INFO : Epoch 1808 | loss: 0.0312325 | val_loss: 0.0312376 | Time: 1173.92 ms
[2022-04-01 19:21:30 main:574] : INFO : Epoch 1809 | loss: 0.0312333 | val_loss: 0.0312346 | Time: 1198.83 ms
[2022-04-01 19:21:32 main:574] : INFO : Epoch 1810 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 1186.46 ms
[2022-04-01 19:21:33 main:574] : INFO : Epoch 1811 | loss: 0.0312332 | val_loss: 0.0312356 | Time: 1145.85 ms
[2022-04-01 19:21:34 main:574] : INFO : Epoch 1812 | loss: 0.0312327 | val_loss: 0.0312346 | Time: 1259.79 ms
[2022-04-01 19:21:35 main:574] : INFO : Epoch 1813 | loss: 0.0312327 | val_loss: 0.0312352 | Time: 1143.99 ms
[2022-04-01 19:21:36 main:574] : INFO : Epoch 1814 | loss: 0.0312324 | val_loss: 0.0312349 | Time: 1246.41 ms
[2022-04-01 19:21:38 main:574] : INFO : Epoch 1815 | loss: 0.0312322 | val_loss: 0.0312347 | Time: 1120.48 ms
[2022-04-01 19:21:39 main:574] : INFO : Epoch 1816 | loss: 0.0312324 | val_loss: 0.0312355 | Time: 1283.45 ms
[2022-04-01 19:21:40 main:574] : INFO : Epoch 1817 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 1105.79 ms
[2022-04-01 19:21:41 main:574] : INFO : Epoch 1818 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1274.49 ms
[2022-04-01 19:21:42 main:574] : INFO : Epoch 1819 | loss: 0.0312322 | val_loss: 0.0312347 | Time: 1110.15 ms
[2022-04-01 19:21:44 main:574] : INFO : Epoch 1820 | loss: 0.0312329 | val_loss: 0.0312354 | Time: 1258.35 ms
[2022-04-01 19:21:45 main:574] : INFO : Epoch 1821 | loss: 0.0312332 | val_loss: 0.0312356 | Time: 1108.41 ms
[2022-04-01 19:21:46 main:574] : INFO : Epoch 1822 | loss: 0.0312328 | val_loss: 0.0312347 | Time: 1304.12 ms
[2022-04-01 19:21:47 main:574] : INFO : Epoch 1823 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 1118.45 ms
[2022-04-01 19:21:49 main:574] : INFO : Epoch 1824 | loss: 0.0312323 | val_loss: 0.0312347 | Time: 1276.13 ms
[2022-04-01 19:21:50 main:574] : INFO : Epoch 1825 | loss: 0.0312328 | val_loss: 0.0312353 | Time: 1107.44 ms
[2022-04-01 19:21:51 main:574] : INFO : Epoch 1826 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1289.38 ms
[2022-04-01 19:21:52 main:574] : INFO : Epoch 1827 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1146.6 ms
[2022-04-01 19:21:53 main:574] : INFO : Epoch 1828 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1281.93 ms
[2022-04-01 19:21:55 main:574] : INFO : Epoch 1829 | loss: 0.0312325 | val_loss: 0.0312351 | Time: 1150.88 ms
[2022-04-01 19:21:56 main:574] : INFO : Epoch 1830 | loss: 0.0312324 | val_loss: 0.0312346 | Time: 1270.68 ms
[2022-04-01 19:21:57 main:574] : INFO : Epoch 1831 | loss: 0.0312323 | val_loss: 0.0312347 | Time: 1178.31 ms
[2022-04-01 19:21:58 main:574] : INFO : Epoch 1832 | loss: 0.0312328 | val_loss: 0.0312348 | Time: 1221.67 ms
[2022-04-01 19:21:59 main:574] : INFO : Epoch 1833 | loss: 0.0312332 | val_loss: 0.0312356 | Time: 1183.83 ms
[2022-04-01 19:22:01 main:574] : INFO : Epoch 1834 | loss: 0.031233 | val_loss: 0.0312355 | Time: 1182.92 ms
[2022-04-01 19:22:02 main:574] : INFO : Epoch 1835 | loss: 0.0312325 | val_loss: 0.0312347 | Time: 1233.84 ms
[2022-04-01 19:22:03 main:574] : INFO : Epoch 1836 | loss: 0.0312325 | val_loss: 0.0312347 | Time: 1151.16 ms
[2022-04-01 19:22:04 main:574] : INFO : Epoch 1837 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 1244.48 ms
[2022-04-01 19:22:05 main:574] : INFO : Epoch 1838 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 1158.04 ms
[2022-04-01 19:22:07 main:574] : INFO : Epoch 1839 | loss: 0.0312329 | val_loss: 0.0312346 | Time: 1236.71 ms
[2022-04-01 19:22:08 main:574] : INFO : Epoch 1840 | loss: 0.0312324 | val_loss: 0.0312347 | Time: 1118.85 ms
[2022-04-01 19:22:09 main:574] : INFO : Epoch 1841 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 1275.8 ms
[2022-04-01 19:22:10 main:574] : INFO : Epoch 1842 | loss: 0.0312327 | val_loss: 0.0312346 | Time: 1099.9 ms
[2022-04-01 19:22:11 main:574] : INFO : Epoch 1843 | loss: 0.031233 | val_loss: 0.0312357 | Time: 1289.46 ms
[2022-04-01 19:22:13 main:574] : INFO : Epoch 1844 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 1105.1 ms
[2022-04-01 19:22:14 main:574] : INFO : Epoch 1845 | loss: 0.031233 | val_loss: 0.031235 | Time: 1335.93 ms
[2022-04-01 19:22:15 main:574] : INFO : Epoch 1846 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1102.26 ms
[2022-04-01 19:22:16 main:574] : INFO : Epoch 1847 | loss: 0.0312325 | val_loss: 0.0312354 | Time: 1274.89 ms
[2022-04-01 19:22:17 main:574] : INFO : Epoch 1848 | loss: 0.031233 | val_loss: 0.0312358 | Time: 1110.29 ms
[2022-04-01 19:22:19 main:574] : INFO : Epoch 1849 | loss: 0.031233 | val_loss: 0.0312349 | Time: 1259.52 ms
[2022-04-01 19:22:20 main:574] : INFO : Epoch 1850 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 1126.66 ms
[2022-04-01 19:22:21 main:574] : INFO : Epoch 1851 | loss: 0.0312324 | val_loss: 0.0312359 | Time: 1240.72 ms
[2022-04-01 19:22:22 main:574] : INFO : Epoch 1852 | loss: 0.0312329 | val_loss: 0.0312353 | Time: 1150.74 ms
[2022-04-01 19:22:23 main:574] : INFO : Epoch 1853 | loss: 0.0312328 | val_loss: 0.0312361 | Time: 1217.08 ms
[2022-04-01 19:22:25 main:574] : INFO : Epoch 1854 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 1178.2 ms
[2022-04-01 19:22:26 main:574] : INFO : Epoch 1855 | loss: 0.0312333 | val_loss: 0.0312359 | Time: 1184.12 ms
[2022-04-01 19:22:27 main:574] : INFO : Epoch 1856 | loss: 0.0312332 | val_loss: 0.0312358 | Time: 1216.14 ms
[2022-04-01 19:22:28 main:574] : INFO : Epoch 1857 | loss: 0.0312329 | val_loss: 0.0312365 | Time: 1160.34 ms
[2022-04-01 19:22:29 main:574] : INFO : Epoch 1858 | loss: 0.0312334 | val_loss: 0.031235 | Time: 1228.4 ms
[2022-04-01 19:22:31 main:574] : INFO : Epoch 1859 | loss: 0.031233 | val_loss: 0.0312351 | Time: 1136.03 ms
[2022-04-01 19:22:32 main:574] : INFO : Epoch 1860 | loss: 0.0312331 | val_loss: 0.0312359 | Time: 1304.09 ms
[2022-04-01 19:22:33 main:574] : INFO : Epoch 1861 | loss: 0.0312336 | val_loss: 0.0312388 | Time: 1129.62 ms
[2022-04-01 19:22:34 main:574] : INFO : Epoch 1862 | loss: 0.0312334 | val_loss: 0.031235 | Time: 1264.07 ms
[2022-04-01 19:22:35 main:574] : INFO : Epoch 1863 | loss: 0.0312324 | val_loss: 0.0312347 | Time: 1110.52 ms
[2022-04-01 19:22:37 main:574] : INFO : Epoch 1864 | loss: 0.0312324 | val_loss: 0.0312346 | Time: 1289.25 ms
[2022-04-01 19:22:38 main:574] : INFO : Epoch 1865 | loss: 0.0312329 | val_loss: 0.0312357 | Time: 1113.15 ms
[2022-04-01 19:22:39 main:574] : INFO : Epoch 1866 | loss: 0.0312328 | val_loss: 0.031235 | Time: 1286.17 ms
[2022-04-01 19:22:40 main:574] : INFO : Epoch 1867 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 1105.69 ms
[2022-04-01 19:22:42 main:574] : INFO : Epoch 1868 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1311.68 ms
[2022-04-01 19:22:43 main:574] : INFO : Epoch 1869 | loss: 0.031233 | val_loss: 0.031236 | Time: 1111.5 ms
[2022-04-01 19:22:44 main:574] : INFO : Epoch 1870 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 1308.3 ms
[2022-04-01 19:22:45 main:574] : INFO : Epoch 1871 | loss: 0.0312329 | val_loss: 0.0312349 | Time: 1112.18 ms
[2022-04-01 19:22:46 main:574] : INFO : Epoch 1872 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 1244.34 ms
[2022-04-01 19:22:48 main:574] : INFO : Epoch 1873 | loss: 0.0312324 | val_loss: 0.0312362 | Time: 1130.82 ms
[2022-04-01 19:22:49 main:574] : INFO : Epoch 1874 | loss: 0.0312332 | val_loss: 0.0312357 | Time: 1216.22 ms
[2022-04-01 19:22:50 main:574] : INFO : Epoch 1875 | loss: 0.0312327 | val_loss: 0.031235 | Time: 1185.6 ms
[2022-04-01 19:22:51 main:574] : INFO : Epoch 1876 | loss: 0.0312325 | val_loss: 0.0312346 | Time: 1185.27 ms
[2022-04-01 19:22:52 main:574] : INFO : Epoch 1877 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1164.21 ms
[2022-04-01 19:22:54 main:574] : INFO : Epoch 1878 | loss: 0.0312324 | val_loss: 0.0312347 | Time: 1352.94 ms
[2022-04-01 19:22:55 main:574] : INFO : Epoch 1879 | loss: 0.0312331 | val_loss: 0.0312345 | Time: 1191.12 ms
[2022-04-01 19:22:56 main:574] : INFO : Epoch 1880 | loss: 0.0312335 | val_loss: 0.0312348 | Time: 1171.83 ms
[2022-04-01 19:22:57 main:574] : INFO : Epoch 1881 | loss: 0.0312328 | val_loss: 0.0312353 | Time: 1214.18 ms
[2022-04-01 19:22:58 main:574] : INFO : Epoch 1882 | loss: 0.0312327 | val_loss: 0.0312353 | Time: 1154.8 ms
[2022-04-01 19:23:00 main:574] : INFO : Epoch 1883 | loss: 0.0312326 | val_loss: 0.031235 | Time: 1233.05 ms
[2022-04-01 19:23:01 main:574] : INFO : Epoch 1884 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1142.56 ms
[2022-04-01 19:23:02 main:574] : INFO : Epoch 1885 | loss: 0.031233 | val_loss: 0.0312366 | Time: 1302.08 ms
[2022-04-01 19:23:03 main:574] : INFO : Epoch 1886 | loss: 0.0312333 | val_loss: 0.0312353 | Time: 1118.71 ms
[2022-04-01 19:23:05 main:574] : INFO : Epoch 1887 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 1291.56 ms
[2022-04-01 19:23:06 main:574] : INFO : Epoch 1888 | loss: 0.0312341 | val_loss: 0.031235 | Time: 1101.94 ms
[2022-04-01 19:23:07 main:574] : INFO : Epoch 1889 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 1309.38 ms
[2022-04-01 19:23:08 main:574] : INFO : Epoch 1890 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 1097.6 ms
[2022-04-01 19:23:09 main:574] : INFO : Epoch 1891 | loss: 0.0312329 | val_loss: 0.0312353 | Time: 1272.85 ms
[2022-04-01 19:23:10 main:574] : INFO : Epoch 1892 | loss: 0.0312328 | val_loss: 0.0312353 | Time: 1099.52 ms
[2022-04-01 19:23:12 main:574] : INFO : Epoch 1893 | loss: 0.0312335 | val_loss: 0.0312356 | Time: 1323.28 ms
[2022-04-01 19:23:13 main:574] : INFO : Epoch 1894 | loss: 0.0312342 | val_loss: 0.0312348 | Time: 1104.81 ms
[2022-04-01 19:23:14 main:574] : INFO : Epoch 1895 | loss: 0.0312333 | val_loss: 0.0312365 | Time: 1314.79 ms
[2022-04-01 19:23:15 main:574] : INFO : Epoch 1896 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1108.18 ms
[2022-04-01 19:23:17 main:574] : INFO : Epoch 1897 | loss: 0.0312336 | val_loss: 0.0312351 | Time: 1285.52 ms
[2022-04-01 19:23:18 main:574] : INFO : Epoch 1898 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 1133.05 ms
[2022-04-01 19:23:19 main:574] : INFO : Epoch 1899 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 1232.09 ms
[2022-04-01 19:23:20 main:574] : INFO : Epoch 1900 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 1164.98 ms
[2022-04-01 19:23:21 main:574] : INFO : Epoch 1901 | loss: 0.031234 | val_loss: 0.0312373 | Time: 1200.09 ms
[2022-04-01 19:23:23 main:574] : INFO : Epoch 1902 | loss: 0.0312337 | val_loss: 0.0312345 | Time: 1186.8 ms
[2022-04-01 19:23:24 main:574] : INFO : Epoch 1903 | loss: 0.0312325 | val_loss: 0.0312354 | Time: 1187.32 ms
[2022-04-01 19:23:25 main:574] : INFO : Epoch 1904 | loss: 0.0312327 | val_loss: 0.0312359 | Time: 1216.91 ms
[2022-04-01 19:23:26 main:574] : INFO : Epoch 1905 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1131.68 ms
[2022-04-01 19:23:27 main:574] : INFO : Epoch 1906 | loss: 0.0312337 | val_loss: 0.0312357 | Time: 1227.43 ms
[2022-04-01 19:23:29 main:574] : INFO : Epoch 1907 | loss: 0.0312331 | val_loss: 0.0312346 | Time: 1128 ms
[2022-04-01 19:23:30 main:574] : INFO : Epoch 1908 | loss: 0.0312332 | val_loss: 0.0312356 | Time: 1281.75 ms
[2022-04-01 19:23:31 main:574] : INFO : Epoch 1909 | loss: 0.0312325 | val_loss: 0.0312352 | Time: 1097.77 ms
[2022-04-01 19:23:32 main:574] : INFO : Epoch 1910 | loss: 0.0312335 | val_loss: 0.0312366 | Time: 1294.73 ms
[2022-04-01 19:23:33 main:574] : INFO : Epoch 1911 | loss: 0.0312337 | val_loss: 0.031235 | Time: 1104.75 ms
[2022-04-01 19:23:35 main:574] : INFO : Epoch 1912 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 1285.82 ms
[2022-04-01 19:23:36 main:574] : INFO : Epoch 1913 | loss: 0.0312337 | val_loss: 0.0312373 | Time: 1107.03 ms
[2022-04-01 19:23:37 main:574] : INFO : Epoch 1914 | loss: 0.0312345 | val_loss: 0.0312383 | Time: 1323.12 ms
[2022-04-01 19:23:38 main:574] : INFO : Epoch 1915 | loss: 0.0312339 | val_loss: 0.0312384 | Time: 1110.23 ms
[2022-04-01 19:23:39 main:574] : INFO : Epoch 1916 | loss: 0.0312359 | val_loss: 0.031237 | Time: 1270.03 ms
[2022-04-01 19:23:41 main:574] : INFO : Epoch 1917 | loss: 0.0312339 | val_loss: 0.031235 | Time: 1102.66 ms
[2022-04-01 19:23:42 main:574] : INFO : Epoch 1918 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1267.75 ms
[2022-04-01 19:23:43 main:574] : INFO : Epoch 1919 | loss: 0.0312334 | val_loss: 0.031237 | Time: 1156.36 ms
[2022-04-01 19:23:44 main:574] : INFO : Epoch 1920 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 1235.49 ms
[2022-04-01 19:23:45 main:574] : INFO : Epoch 1921 | loss: 0.0312325 | val_loss: 0.0312346 | Time: 1175.43 ms
[2022-04-01 19:23:47 main:574] : INFO : Epoch 1922 | loss: 0.0312331 | val_loss: 0.0312358 | Time: 1209.7 ms
[2022-04-01 19:23:48 main:574] : INFO : Epoch 1923 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 1213.05 ms
[2022-04-01 19:23:49 main:574] : INFO : Epoch 1924 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 1161.08 ms
[2022-04-01 19:23:50 main:574] : INFO : Epoch 1925 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 1209.91 ms
[2022-04-01 19:23:51 main:574] : INFO : Epoch 1926 | loss: 0.0312324 | val_loss: 0.0312348 | Time: 1164.27 ms
[2022-04-01 19:23:53 main:574] : INFO : Epoch 1927 | loss: 0.0312328 | val_loss: 0.0312348 | Time: 1217.46 ms
[2022-04-01 19:23:54 main:574] : INFO : Epoch 1928 | loss: 0.0312324 | val_loss: 0.031235 | Time: 1202.39 ms
[2022-04-01 19:23:55 main:574] : INFO : Epoch 1929 | loss: 0.0312337 | val_loss: 0.031235 | Time: 1229.08 ms
[2022-04-01 19:23:56 main:574] : INFO : Epoch 1930 | loss: 0.0312331 | val_loss: 0.0312376 | Time: 1116.63 ms
[2022-04-01 19:23:58 main:574] : INFO : Epoch 1931 | loss: 0.031233 | val_loss: 0.031235 | Time: 1298.3 ms
[2022-04-01 19:23:59 main:574] : INFO : Epoch 1932 | loss: 0.0312328 | val_loss: 0.0312366 | Time: 1109.62 ms
[2022-04-01 19:24:00 main:574] : INFO : Epoch 1933 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 1289.1 ms
[2022-04-01 19:24:01 main:574] : INFO : Epoch 1934 | loss: 0.0312329 | val_loss: 0.0312346 | Time: 1099.35 ms
[2022-04-01 19:24:02 main:574] : INFO : Epoch 1935 | loss: 0.031233 | val_loss: 0.0312351 | Time: 1272.5 ms
[2022-04-01 19:24:03 main:574] : INFO : Epoch 1936 | loss: 0.0312345 | val_loss: 0.031238 | Time: 1104.96 ms
[2022-04-01 19:24:05 main:574] : INFO : Epoch 1937 | loss: 0.0312358 | val_loss: 0.0312378 | Time: 1257.7 ms
[2022-04-01 19:24:06 main:574] : INFO : Epoch 1938 | loss: 0.0312331 | val_loss: 0.0312359 | Time: 1112.38 ms
[2022-04-01 19:24:07 main:574] : INFO : Epoch 1939 | loss: 0.0312343 | val_loss: 0.0312408 | Time: 1274.04 ms
[2022-04-01 19:24:08 main:574] : INFO : Epoch 1940 | loss: 0.0312359 | val_loss: 0.0312347 | Time: 1121.18 ms
[2022-04-01 19:24:09 main:574] : INFO : Epoch 1941 | loss: 0.0312337 | val_loss: 0.0312369 | Time: 1230.2 ms
[2022-04-01 19:24:11 main:574] : INFO : Epoch 1942 | loss: 0.0312334 | val_loss: 0.0312354 | Time: 1145.72 ms
[2022-04-01 19:24:12 main:574] : INFO : Epoch 1943 | loss: 0.0312332 | val_loss: 0.0312353 | Time: 1215 ms
[2022-04-01 19:24:13 main:574] : INFO : Epoch 1944 | loss: 0.0312331 | val_loss: 0.0312346 | Time: 1181.59 ms
[2022-04-01 19:24:14 main:574] : INFO : Epoch 1945 | loss: 0.0312329 | val_loss: 0.0312354 | Time: 1159.63 ms
[2022-04-01 19:24:15 main:574] : INFO : Epoch 1946 | loss: 0.0312331 | val_loss: 0.0312347 | Time: 1182.17 ms
[2022-04-01 19:24:17 main:574] : INFO : Epoch 1947 | loss: 0.0312327 | val_loss: 0.0312348 | Time: 1128.5 ms
[2022-04-01 19:24:18 main:574] : INFO : Epoch 1948 | loss: 0.0312327 | val_loss: 0.0312346 | Time: 1244.16 ms
[2022-04-01 19:24:19 main:574] : INFO : Epoch 1949 | loss: 0.0312324 | val_loss: 0.0312356 | Time: 1110.02 ms
[2022-04-01 19:24:20 main:574] : INFO : Epoch 1950 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 1284.09 ms
[2022-04-01 19:24:21 main:574] : INFO : Epoch 1951 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 1114.66 ms
[2022-04-01 19:24:23 main:574] : INFO : Epoch 1952 | loss: 0.0312332 | val_loss: 0.0312352 | Time: 1296.44 ms
[2022-04-01 19:24:24 main:574] : INFO : Epoch 1953 | loss: 0.031233 | val_loss: 0.0312348 | Time: 1103.75 ms
[2022-04-01 19:24:25 main:574] : INFO : Epoch 1954 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 1341.42 ms
[2022-04-01 19:24:26 main:574] : INFO : Epoch 1955 | loss: 0.0312328 | val_loss: 0.0312348 | Time: 1101.46 ms
[2022-04-01 19:24:27 main:574] : INFO : Epoch 1956 | loss: 0.0312328 | val_loss: 0.0312352 | Time: 1250.73 ms
[2022-04-01 19:24:29 main:574] : INFO : Epoch 1957 | loss: 0.0312354 | val_loss: 0.0312349 | Time: 1105.39 ms
[2022-04-01 19:24:30 main:574] : INFO : Epoch 1958 | loss: 0.0312364 | val_loss: 0.0312441 | Time: 1295.72 ms
[2022-04-01 19:24:31 main:574] : INFO : Epoch 1959 | loss: 0.0312357 | val_loss: 0.0312377 | Time: 1127.3 ms
[2022-04-01 19:24:32 main:574] : INFO : Epoch 1960 | loss: 0.0312339 | val_loss: 0.0312347 | Time: 1300.93 ms
[2022-04-01 19:24:33 main:574] : INFO : Epoch 1961 | loss: 0.0312325 | val_loss: 0.0312346 | Time: 1129.12 ms
[2022-04-01 19:24:35 main:574] : INFO : Epoch 1962 | loss: 0.0312333 | val_loss: 0.031235 | Time: 1245.28 ms
[2022-04-01 19:24:36 main:574] : INFO : Epoch 1963 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 1158.59 ms
[2022-04-01 19:24:37 main:574] : INFO : Epoch 1964 | loss: 0.0312331 | val_loss: 0.0312399 | Time: 1203.83 ms
[2022-04-01 19:24:38 main:574] : INFO : Epoch 1965 | loss: 0.0312361 | val_loss: 0.0312379 | Time: 1176.77 ms
[2022-04-01 19:24:39 main:574] : INFO : Epoch 1966 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1186.69 ms
[2022-04-01 19:24:41 main:574] : INFO : Epoch 1967 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 1206.45 ms
[2022-04-01 19:24:42 main:574] : INFO : Epoch 1968 | loss: 0.0312349 | val_loss: 0.0312412 | Time: 1175.64 ms
[2022-04-01 19:24:43 main:574] : INFO : Epoch 1969 | loss: 0.0312354 | val_loss: 0.0312365 | Time: 1234.67 ms
[2022-04-01 19:24:44 main:574] : INFO : Epoch 1970 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 1135.34 ms
[2022-04-01 19:24:46 main:574] : INFO : Epoch 1971 | loss: 0.031235 | val_loss: 0.0312397 | Time: 1261.13 ms
[2022-04-01 19:24:47 main:574] : INFO : Epoch 1972 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 1110.36 ms
[2022-04-01 19:24:48 main:574] : INFO : Epoch 1973 | loss: 0.0312335 | val_loss: 0.0312391 | Time: 1281.11 ms
[2022-04-01 19:24:49 main:574] : INFO : Epoch 1974 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 1102.07 ms
[2022-04-01 19:24:50 main:574] : INFO : Epoch 1975 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 1306.82 ms
[2022-04-01 19:24:51 main:574] : INFO : Epoch 1976 | loss: 0.0312331 | val_loss: 0.0312355 | Time: 1101.72 ms
[2022-04-01 19:24:53 main:574] : INFO : Epoch 1977 | loss: 0.0312326 | val_loss: 0.0312361 | Time: 1306.95 ms
[2022-04-01 19:24:54 main:574] : INFO : Epoch 1978 | loss: 0.031234 | val_loss: 0.0312367 | Time: 1103.11 ms
[2022-04-01 19:24:55 main:574] : INFO : Epoch 1979 | loss: 0.031234 | val_loss: 0.0312352 | Time: 1280.8 ms
[2022-04-01 19:24:56 main:574] : INFO : Epoch 1980 | loss: 0.0312336 | val_loss: 0.0312347 | Time: 1112.97 ms
[2022-04-01 19:24:58 main:574] : INFO : Epoch 1981 | loss: 0.031233 | val_loss: 0.0312346 | Time: 1299.95 ms
[2022-04-01 19:24:59 main:574] : INFO : Epoch 1982 | loss: 0.0312333 | val_loss: 0.0312359 | Time: 1130.89 ms
[2022-04-01 19:25:00 main:574] : INFO : Epoch 1983 | loss: 0.0312344 | val_loss: 0.0312372 | Time: 1253.67 ms
[2022-04-01 19:25:01 main:574] : INFO : Epoch 1984 | loss: 0.0312338 | val_loss: 0.0312369 | Time: 1183.69 ms
[2022-04-01 19:25:02 main:574] : INFO : Epoch 1985 | loss: 0.0312342 | val_loss: 0.0312382 | Time: 1241.14 ms
[2022-04-01 19:25:04 main:574] : INFO : Epoch 1986 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 1150.19 ms
[2022-04-01 19:25:05 main:574] : INFO : Epoch 1987 | loss: 0.0312344 | val_loss: 0.0312444 | Time: 1213.63 ms
[2022-04-01 19:25:06 main:574] : INFO : Epoch 1988 | loss: 0.0312353 | val_loss: 0.0312359 | Time: 1194.52 ms
[2022-04-01 19:25:07 main:574] : INFO : Epoch 1989 | loss: 0.0312351 | val_loss: 0.0312376 | Time: 1188.9 ms
[2022-04-01 19:25:08 main:574] : INFO : Epoch 1990 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 1204.11 ms
[2022-04-01 19:25:10 main:574] : INFO : Epoch 1991 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 1151.1 ms
[2022-04-01 19:25:11 main:574] : INFO : Epoch 1992 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 1248.73 ms
[2022-04-01 19:25:12 main:574] : INFO : Epoch 1993 | loss: 0.031233 | val_loss: 0.0312397 | Time: 1118.44 ms
[2022-04-01 19:25:13 main:574] : INFO : Epoch 1994 | loss: 0.0312339 | val_loss: 0.0312352 | Time: 1270.79 ms
[2022-04-01 19:25:14 main:574] : INFO : Epoch 1995 | loss: 0.0312329 | val_loss: 0.0312364 | Time: 1113.07 ms
[2022-04-01 19:25:16 main:574] : INFO : Epoch 1996 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1266.39 ms
[2022-04-01 19:25:17 main:574] : INFO : Epoch 1997 | loss: 0.031233 | val_loss: 0.0312351 | Time: 1095.43 ms
[2022-04-01 19:25:18 main:574] : INFO : Epoch 1998 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 1299.82 ms
[2022-04-01 19:25:19 main:574] : INFO : Epoch 1999 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 1099.35 ms
[2022-04-01 19:25:20 main:574] : INFO : Epoch 2000 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 1253.84 ms
[2022-04-01 19:25:22 main:574] : INFO : Epoch 2001 | loss: 0.0312325 | val_loss: 0.0312345 | Time: 1109.01 ms
[2022-04-01 19:25:23 main:574] : INFO : Epoch 2002 | loss: 0.0312329 | val_loss: 0.0312359 | Time: 1305.73 ms
[2022-04-01 19:25:24 main:574] : INFO : Epoch 2003 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 1116.45 ms
[2022-04-01 19:25:25 main:574] : INFO : Epoch 2004 | loss: 0.0312337 | val_loss: 0.0312386 | Time: 1287.63 ms
[2022-04-01 19:25:26 main:574] : INFO : Epoch 2005 | loss: 0.0312345 | val_loss: 0.0312374 | Time: 1125.03 ms
[2022-04-01 19:25:28 main:574] : INFO : Epoch 2006 | loss: 0.0312334 | val_loss: 0.0312354 | Time: 1266.34 ms
[2022-04-01 19:25:29 main:574] : INFO : Epoch 2007 | loss: 0.0312333 | val_loss: 0.031235 | Time: 1173.17 ms
[2022-04-01 19:25:30 main:574] : INFO : Epoch 2008 | loss: 0.0312333 | val_loss: 0.031238 | Time: 1226.54 ms
[2022-04-01 19:25:31 main:574] : INFO : Epoch 2009 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 1159.53 ms
[2022-04-01 19:25:32 main:574] : INFO : Epoch 2010 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 1216.41 ms
[2022-04-01 19:25:34 main:574] : INFO : Epoch 2011 | loss: 0.0312335 | val_loss: 0.0312375 | Time: 1201.33 ms
[2022-04-01 19:25:35 main:574] : INFO : Epoch 2012 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 1152.05 ms
[2022-04-01 19:25:36 main:574] : INFO : Epoch 2013 | loss: 0.0312331 | val_loss: 0.0312355 | Time: 1203.34 ms
[2022-04-01 19:25:37 main:574] : INFO : Epoch 2014 | loss: 0.0312335 | val_loss: 0.0312346 | Time: 1133.32 ms
[2022-04-01 19:25:38 main:574] : INFO : Epoch 2015 | loss: 0.0312327 | val_loss: 0.0312352 | Time: 1237.62 ms
[2022-04-01 19:25:40 main:574] : INFO : Epoch 2016 | loss: 0.0312329 | val_loss: 0.031236 | Time: 1105.35 ms
[2022-04-01 19:25:41 main:574] : INFO : Epoch 2017 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 1296.79 ms
[2022-04-01 19:25:42 main:574] : INFO : Epoch 2018 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 1104.99 ms
[2022-04-01 19:25:43 main:574] : INFO : Epoch 2019 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 1300.21 ms
[2022-04-01 19:25:44 main:574] : INFO : Epoch 2020 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 1098.48 ms
[2022-04-01 19:25:46 main:574] : INFO : Epoch 2021 | loss: 0.031234 | val_loss: 0.0312352 | Time: 1343.76 ms
[2022-04-01 19:25:47 main:574] : INFO : Epoch 2022 | loss: 0.031233 | val_loss: 0.0312345 | Time: 1099.07 ms
[2022-04-01 19:25:48 main:574] : INFO : Epoch 2023 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1298.5 ms
[2022-04-01 19:25:49 main:574] : INFO : Epoch 2024 | loss: 0.0312332 | val_loss: 0.0312346 | Time: 1108.01 ms
[2022-04-01 19:25:51 main:574] : INFO : Epoch 2025 | loss: 0.0312333 | val_loss: 0.0312377 | Time: 1273.5 ms
[2022-04-01 19:25:52 main:574] : INFO : Epoch 2026 | loss: 0.0312335 | val_loss: 0.031235 | Time: 1113.19 ms
[2022-04-01 19:25:53 main:574] : INFO : Epoch 2027 | loss: 0.0312328 | val_loss: 0.0312361 | Time: 1276.74 ms
[2022-04-01 19:25:54 main:574] : INFO : Epoch 2028 | loss: 0.0312343 | val_loss: 0.031237 | Time: 1138.02 ms
[2022-04-01 19:25:55 main:574] : INFO : Epoch 2029 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 1240.19 ms
[2022-04-01 19:25:57 main:574] : INFO : Epoch 2030 | loss: 0.0312332 | val_loss: 0.031236 | Time: 1150.08 ms
[2022-04-01 19:25:58 main:574] : INFO : Epoch 2031 | loss: 0.0312332 | val_loss: 0.0312365 | Time: 1226.79 ms
[2022-04-01 19:25:59 main:574] : INFO : Epoch 2032 | loss: 0.0312333 | val_loss: 0.0312395 | Time: 1172.48 ms
[2022-04-01 19:26:00 main:574] : INFO : Epoch 2033 | loss: 0.0312339 | val_loss: 0.0312352 | Time: 1209.43 ms
[2022-04-01 19:26:01 main:574] : INFO : Epoch 2034 | loss: 0.031233 | val_loss: 0.0312351 | Time: 1177.15 ms
[2022-04-01 19:26:03 main:574] : INFO : Epoch 2035 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 1146.8 ms
[2022-04-01 19:26:04 main:574] : INFO : Epoch 2036 | loss: 0.0312338 | val_loss: 0.031237 | Time: 1250.08 ms
[2022-04-01 19:26:05 main:574] : INFO : Epoch 2037 | loss: 0.0312346 | val_loss: 0.0312368 | Time: 1134.05 ms
[2022-04-01 19:26:06 main:574] : INFO : Epoch 2038 | loss: 0.031234 | val_loss: 0.0312357 | Time: 1251.62 ms
[2022-04-01 19:26:07 main:574] : INFO : Epoch 2039 | loss: 0.031234 | val_loss: 0.0312372 | Time: 1123.59 ms
[2022-04-01 19:26:09 main:574] : INFO : Epoch 2040 | loss: 0.031234 | val_loss: 0.0312347 | Time: 1273.36 ms
[2022-04-01 19:26:10 main:574] : INFO : Epoch 2041 | loss: 0.031233 | val_loss: 0.0312359 | Time: 1101.86 ms
[2022-04-01 19:26:11 main:574] : INFO : Epoch 2042 | loss: 0.0312348 | val_loss: 0.0312366 | Time: 1330.51 ms
[2022-04-01 19:26:12 main:574] : INFO : Epoch 2043 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 1104.3 ms
[2022-04-01 19:26:14 main:574] : INFO : Epoch 2044 | loss: 0.0312345 | val_loss: 0.0312348 | Time: 1301.19 ms
[2022-04-01 19:26:15 main:574] : INFO : Epoch 2045 | loss: 0.0312327 | val_loss: 0.0312355 | Time: 1105.75 ms
[2022-04-01 19:26:16 main:574] : INFO : Epoch 2046 | loss: 0.0312345 | val_loss: 0.0312379 | Time: 1326.54 ms
[2022-04-01 19:26:17 main:574] : INFO : Epoch 2047 | loss: 0.0312338 | val_loss: 0.0312344 | Time: 1096.83 ms
[2022-04-01 19:26:18 main:574] : INFO : Epoch 2048 | loss: 0.031234 | val_loss: 0.0312354 | Time: 1290.55 ms
[2022-04-01 19:26:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312354
[2022-04-01 19:26:18 main:603] : INFO : Saving end state to config to file
[2022-04-01 19:26:18 main:608] : INFO : Success, exiting..
19:26:18 (21092): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)