Task 12875899
| Name | ParityModified-1645994225-22199-2-0_0 |
| Workunit | 10014022 |
| Created | 10 Mar 2022, 13:07:56 UTC |
| Sent | 11 Mar 2022, 1:12:48 UTC |
| Report deadline | 19 Mar 2022, 1:12:48 UTC |
| Received | 11 Mar 2022, 3:45:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13372 |
| Run time | 1 hours 22 min 39 sec |
| CPU time | 1 hours 21 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,868.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.65 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311471 | val_loss: 0.0311585 | Time: 1456.91 ms [2022-03-10 20:33:44 main:574] : INFO : Epoch 1543 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 1137.91 ms [2022-03-10 20:33:45 main:574] : INFO : Epoch 1544 | loss: 0.0311418 | val_loss: 0.0311586 | Time: 1474.13 ms [2022-03-10 20:33:47 main:574] : INFO : Epoch 1545 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 1127.84 ms [2022-03-10 20:33:48 main:574] : INFO : Epoch 1546 | loss: 0.0311403 | val_loss: 0.0311537 | Time: 1446.5 ms [2022-03-10 20:33:49 main:574] : INFO : Epoch 1547 | loss: 0.0311413 | val_loss: 0.0311558 | Time: 1125.64 ms [2022-03-10 20:33:51 main:574] : INFO : Epoch 1548 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 1468.11 ms [2022-03-10 20:33:52 main:574] : INFO : Epoch 1549 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 1149.18 ms [2022-03-10 20:33:53 main:574] : INFO : Epoch 1550 | loss: 0.0311412 | val_loss: 0.0311557 | Time: 1431.14 ms [2022-03-10 20:33:54 main:574] : INFO : Epoch 1551 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 1173.65 ms [2022-03-10 20:33:56 main:574] : INFO : Epoch 1552 | loss: 0.0311359 | val_loss: 0.0311542 | Time: 1397.87 ms [2022-03-10 20:33:57 main:574] : INFO : Epoch 1553 | loss: 0.0311338 | val_loss: 0.0311549 | Time: 1227.08 ms [2022-03-10 20:33:58 main:574] : INFO : Epoch 1554 | loss: 0.031133 | val_loss: 0.0311549 | Time: 1353.74 ms [2022-03-10 20:34:00 main:574] : INFO : Epoch 1555 | loss: 0.0311327 | val_loss: 0.0311593 | Time: 1278.6 ms [2022-03-10 20:34:01 main:574] : INFO : Epoch 1556 | loss: 0.0311344 | val_loss: 0.0311575 | Time: 1300.91 ms [2022-03-10 20:34:02 main:574] : INFO : Epoch 1557 | loss: 0.0311358 | val_loss: 0.0311651 | Time: 1308.77 ms [2022-03-10 20:34:04 main:574] : INFO : Epoch 1558 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 1265.98 ms [2022-03-10 20:34:05 main:574] : INFO : Epoch 1559 | loss: 0.0311345 | val_loss: 0.0311585 | Time: 1357.56 ms [2022-03-10 20:34:06 main:574] : INFO : Epoch 1560 | loss: 0.0311327 | val_loss: 0.0311525 | Time: 1224.85 ms [2022-03-10 20:34:08 main:574] : INFO : Epoch 1561 | loss: 0.0311304 | val_loss: 0.0311545 | Time: 1388.24 ms [2022-03-10 20:34:09 main:574] : INFO : Epoch 1562 | loss: 0.0311293 | val_loss: 0.0311658 | Time: 1186.17 ms [2022-03-10 20:34:10 main:574] : INFO : Epoch 1563 | loss: 0.0311293 | val_loss: 0.0311553 | Time: 1429.94 ms [2022-03-10 20:34:11 main:574] : INFO : Epoch 1564 | loss: 0.0311288 | val_loss: 0.0311559 | Time: 1138.53 ms [2022-03-10 20:34:13 main:574] : INFO : Epoch 1565 | loss: 0.0311297 | val_loss: 0.0311627 | Time: 1478.17 ms [2022-03-10 20:34:14 main:574] : INFO : Epoch 1566 | loss: 0.0311285 | val_loss: 0.0311597 | Time: 1131.21 ms [2022-03-10 20:34:15 main:574] : INFO : Epoch 1567 | loss: 0.0311305 | val_loss: 0.0311557 | Time: 1422.5 ms [2022-03-10 20:34:16 main:574] : INFO : Epoch 1568 | loss: 0.0311318 | val_loss: 0.031165 | Time: 1126.88 ms [2022-03-10 20:34:18 main:574] : INFO : Epoch 1569 | loss: 0.0311313 | val_loss: 0.0311626 | Time: 1473.42 ms [2022-03-10 20:34:19 main:574] : INFO : Epoch 1570 | loss: 0.0311344 | val_loss: 0.0311633 | Time: 1123.53 ms [2022-03-10 20:34:21 main:574] : INFO : Epoch 1571 | loss: 0.0311292 | val_loss: 0.0311588 | Time: 1457.4 ms [2022-03-10 20:34:22 main:574] : INFO : Epoch 1572 | loss: 0.031127 | val_loss: 0.0311578 | Time: 1130.99 ms [2022-03-10 20:34:23 main:574] : INFO : Epoch 1573 | loss: 0.031128 | val_loss: 0.0311546 | Time: 1441.96 ms [2022-03-10 20:34:24 main:574] : INFO : Epoch 1574 | loss: 0.0311298 | val_loss: 0.031155 | Time: 1166.64 ms [2022-03-10 20:34:26 main:574] : INFO : Epoch 1575 | loss: 0.0311273 | val_loss: 0.0311562 | Time: 1433.81 ms [2022-03-10 20:34:27 main:574] : INFO : Epoch 1576 | loss: 0.0311264 | val_loss: 0.0311644 | Time: 1237.33 ms [2022-03-10 20:34:28 main:574] : INFO : Epoch 1577 | loss: 0.0311249 | val_loss: 0.031157 | Time: 1359.47 ms [2022-03-10 20:34:30 main:574] : INFO : Epoch 1578 | loss: 0.0311255 | val_loss: 0.0311605 | Time: 1262.76 ms [2022-03-10 20:34:31 main:574] : INFO : Epoch 1579 | loss: 0.0311251 | val_loss: 0.0311544 | Time: 1304.13 ms [2022-03-10 20:34:32 main:574] : INFO : Epoch 1580 | loss: 0.0311275 | val_loss: 0.0311591 | Time: 1321.44 ms [2022-03-10 20:34:34 main:574] : INFO : Epoch 1581 | loss: 0.0311365 | val_loss: 0.0311636 | Time: 1275.74 ms [2022-03-10 20:34:35 main:574] : INFO : Epoch 1582 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 1343.13 ms [2022-03-10 20:34:36 main:574] : INFO : Epoch 1583 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 1224.78 ms [2022-03-10 20:34:38 main:574] : INFO : Epoch 1584 | loss: 0.0311395 | val_loss: 0.0311718 | Time: 1407.62 ms [2022-03-10 20:34:39 main:574] : INFO : Epoch 1585 | loss: 0.0311377 | val_loss: 0.0311644 | Time: 1169.93 ms [2022-03-10 20:34:40 main:574] : INFO : Epoch 1586 | loss: 0.0311369 | val_loss: 0.0311594 | Time: 1456.82 ms [2022-03-10 20:34:41 main:574] : INFO : Epoch 1587 | loss: 0.0311321 | val_loss: 0.0311621 | Time: 1130.93 ms [2022-03-10 20:34:43 main:574] : INFO : Epoch 1588 | loss: 0.031129 | val_loss: 0.0311575 | Time: 1470.21 ms [2022-03-10 20:34:44 main:574] : INFO : Epoch 1589 | loss: 0.0311332 | val_loss: 0.0311545 | Time: 1131.73 ms [2022-03-10 20:34:45 main:574] : INFO : Epoch 1590 | loss: 0.0311311 | val_loss: 0.031161 | Time: 1465.51 ms [2022-03-10 20:34:47 main:574] : INFO : Epoch 1591 | loss: 0.0311307 | val_loss: 0.0311561 | Time: 1125.84 ms [2022-03-10 20:34:48 main:574] : INFO : Epoch 1592 | loss: 0.0311302 | val_loss: 0.0311597 | Time: 1464.66 ms [2022-03-10 20:34:49 main:574] : INFO : Epoch 1593 | loss: 0.031128 | val_loss: 0.0311583 | Time: 1121.57 ms [2022-03-10 20:34:51 main:574] : INFO : Epoch 1594 | loss: 0.0311287 | val_loss: 0.0311567 | Time: 1440.93 ms [2022-03-10 20:34:52 main:574] : INFO : Epoch 1595 | loss: 0.0311297 | val_loss: 0.0311613 | Time: 1171.87 ms [2022-03-10 20:34:53 main:574] : INFO : Epoch 1596 | loss: 0.0311276 | val_loss: 0.0311557 | Time: 1414.13 ms [2022-03-10 20:34:54 main:574] : INFO : Epoch 1597 | loss: 0.031126 | val_loss: 0.0311639 | Time: 1223.28 ms [2022-03-10 20:34:56 main:574] : INFO : Epoch 1598 | loss: 0.0311246 | val_loss: 0.0311611 | Time: 1356.29 ms [2022-03-10 20:34:57 main:574] : INFO : Epoch 1599 | loss: 0.0311256 | val_loss: 0.0311628 | Time: 1262.65 ms [2022-03-10 20:34:58 main:574] : INFO : Epoch 1600 | loss: 0.031125 | val_loss: 0.0311612 | Time: 1331.76 ms [2022-03-10 20:35:00 main:574] : INFO : Epoch 1601 | loss: 0.0311291 | val_loss: 0.031156 | Time: 1319.92 ms [2022-03-10 20:35:01 main:574] : INFO : Epoch 1602 | loss: 0.0311309 | val_loss: 0.0311558 | Time: 1274.6 ms [2022-03-10 20:35:02 main:574] : INFO : Epoch 1603 | loss: 0.0311285 | val_loss: 0.0311513 | Time: 1358.54 ms [2022-03-10 20:35:04 main:574] : INFO : Epoch 1604 | loss: 0.0311326 | val_loss: 0.0311551 | Time: 1200.47 ms [2022-03-10 20:35:05 main:574] : INFO : Epoch 1605 | loss: 0.0311326 | val_loss: 0.0311624 | Time: 1433.79 ms [2022-03-10 20:35:06 main:574] : INFO : Epoch 1606 | loss: 0.0311345 | val_loss: 0.0311553 | Time: 1170.94 ms [2022-03-10 20:35:08 main:574] : INFO : Epoch 1607 | loss: 0.0311349 | val_loss: 0.031162 | Time: 1456.52 ms [2022-03-10 20:35:09 main:574] : INFO : Epoch 1608 | loss: 0.0311388 | val_loss: 0.0311556 | Time: 1129.09 ms [2022-03-10 20:35:10 main:574] : INFO : Epoch 1609 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 1446.78 ms [2022-03-10 20:35:11 main:574] : INFO : Epoch 1610 | loss: 0.0311312 | val_loss: 0.0311569 | Time: 1124.2 ms [2022-03-10 20:35:13 main:574] : INFO : Epoch 1611 | loss: 0.031131 | val_loss: 0.031156 | Time: 1456.19 ms [2022-03-10 20:35:14 main:574] : INFO : Epoch 1612 | loss: 0.0311278 | val_loss: 0.0311577 | Time: 1126.09 ms [2022-03-10 20:35:15 main:574] : INFO : Epoch 1613 | loss: 0.0311286 | val_loss: 0.0311576 | Time: 1448.59 ms [2022-03-10 20:35:17 main:574] : INFO : Epoch 1614 | loss: 0.03113 | val_loss: 0.0311636 | Time: 1120.53 ms [2022-03-10 20:35:18 main:574] : INFO : Epoch 1615 | loss: 0.0311379 | val_loss: 0.0311676 | Time: 1451.6 ms [2022-03-10 20:35:19 main:574] : INFO : Epoch 1616 | loss: 0.0311355 | val_loss: 0.0311607 | Time: 1129.96 ms [2022-03-10 20:35:21 main:574] : INFO : Epoch 1617 | loss: 0.0311314 | val_loss: 0.0311625 | Time: 1445.87 ms [2022-03-10 20:35:22 main:574] : INFO : Epoch 1618 | loss: 0.0311287 | val_loss: 0.0311603 | Time: 1129.05 ms [2022-03-10 20:35:23 main:574] : INFO : Epoch 1619 | loss: 0.0311278 | val_loss: 0.031161 | Time: 1437.24 ms [2022-03-10 20:35:24 main:574] : INFO : Epoch 1620 | loss: 0.031127 | val_loss: 0.031168 | Time: 1205.76 ms [2022-03-10 20:35:26 main:574] : INFO : Epoch 1621 | loss: 0.0311287 | val_loss: 0.0311628 | Time: 1372.24 ms [2022-03-10 20:35:27 main:574] : INFO : Epoch 1622 | loss: 0.0311255 | val_loss: 0.0311684 | Time: 1259.87 ms [2022-03-10 20:35:28 main:574] : INFO : Epoch 1623 | loss: 0.0311277 | val_loss: 0.0311621 | Time: 1317.6 ms [2022-03-10 20:35:30 main:574] : INFO : Epoch 1624 | loss: 0.0311234 | val_loss: 0.0311624 | Time: 1278.45 ms [2022-03-10 20:35:31 main:574] : INFO : Epoch 1625 | loss: 0.0311226 | val_loss: 0.0311576 | Time: 1281.6 ms [2022-03-10 20:35:32 main:574] : INFO : Epoch 1626 | loss: 0.0311232 | val_loss: 0.0311651 | Time: 1326 ms [2022-03-10 20:35:34 main:574] : INFO : Epoch 1627 | loss: 0.0311214 | val_loss: 0.0311645 | Time: 1256.2 ms [2022-03-10 20:35:35 main:574] : INFO : Epoch 1628 | loss: 0.0311203 | val_loss: 0.0311648 | Time: 1386.43 ms [2022-03-10 20:35:36 main:574] : INFO : Epoch 1629 | loss: 0.0311223 | val_loss: 0.0311674 | Time: 1202.25 ms [2022-03-10 20:35:38 main:574] : INFO : Epoch 1630 | loss: 0.0311188 | val_loss: 0.0311658 | Time: 1421.95 ms [2022-03-10 20:35:39 main:574] : INFO : Epoch 1631 | loss: 0.0311267 | val_loss: 0.0311673 | Time: 1151.02 ms [2022-03-10 20:35:40 main:574] : INFO : Epoch 1632 | loss: 0.0311254 | val_loss: 0.0311703 | Time: 1446.14 ms [2022-03-10 20:35:41 main:574] : INFO : Epoch 1633 | loss: 0.031126 | val_loss: 0.0311759 | Time: 1133.43 ms [2022-03-10 20:35:43 main:574] : INFO : Epoch 1634 | loss: 0.0311285 | val_loss: 0.0311592 | Time: 1470.35 ms [2022-03-10 20:35:44 main:574] : INFO : Epoch 1635 | loss: 0.0311253 | val_loss: 0.0311656 | Time: 1125.16 ms [2022-03-10 20:35:45 main:574] : INFO : Epoch 1636 | loss: 0.0311256 | val_loss: 0.0311645 | Time: 1468.79 ms [2022-03-10 20:35:47 main:574] : INFO : Epoch 1637 | loss: 0.0311295 | val_loss: 0.0311638 | Time: 1131.96 ms [2022-03-10 20:35:48 main:574] : INFO : Epoch 1638 | loss: 0.0311266 | val_loss: 0.0311602 | Time: 1455.17 ms [2022-03-10 20:35:49 main:574] : INFO : Epoch 1639 | loss: 0.0311233 | val_loss: 0.0311635 | Time: 1131.79 ms [2022-03-10 20:35:51 main:574] : INFO : Epoch 1640 | loss: 0.0311221 | val_loss: 0.0311648 | Time: 1423.21 ms [2022-03-10 20:35:52 main:574] : INFO : Epoch 1641 | loss: 0.0311199 | val_loss: 0.031163 | Time: 1156.66 ms [2022-03-10 20:35:53 main:574] : INFO : Epoch 1642 | loss: 0.0311251 | val_loss: 0.0311704 | Time: 1434.73 ms [2022-03-10 20:35:54 main:574] : INFO : Epoch 1643 | loss: 0.0311301 | val_loss: 0.031159 | Time: 1191.83 ms [2022-03-10 20:35:56 main:574] : INFO : Epoch 1644 | loss: 0.0311263 | val_loss: 0.0311629 | Time: 1387.44 ms [2022-03-10 20:35:57 main:574] : INFO : Epoch 1645 | loss: 0.0311252 | val_loss: 0.0311626 | Time: 1219.99 ms [2022-03-10 20:35:58 main:574] : INFO : Epoch 1646 | loss: 0.031122 | val_loss: 0.0311636 | Time: 1362.64 ms [2022-03-10 20:36:00 main:574] : INFO : Epoch 1647 | loss: 0.0311196 | val_loss: 0.0311647 | Time: 1267.63 ms [2022-03-10 20:36:01 main:574] : INFO : Epoch 1648 | loss: 0.0311203 | val_loss: 0.0311667 | Time: 1291.71 ms [2022-03-10 20:36:02 main:574] : INFO : Epoch 1649 | loss: 0.0311239 | val_loss: 0.0311708 | Time: 1324.62 ms [2022-03-10 20:36:04 main:574] : INFO : Epoch 1650 | loss: 0.0311183 | val_loss: 0.031165 | Time: 1256.54 ms [2022-03-10 20:36:05 main:574] : INFO : Epoch 1651 | loss: 0.0311171 | val_loss: 0.0311713 | Time: 1355.06 ms [2022-03-10 20:36:06 main:574] : INFO : Epoch 1652 | loss: 0.0311182 | val_loss: 0.0311713 | Time: 1214.58 ms [2022-03-10 20:36:08 main:574] : INFO : Epoch 1653 | loss: 0.0311176 | val_loss: 0.0311662 | Time: 1395.68 ms [2022-03-10 20:36:09 main:574] : INFO : Epoch 1654 | loss: 0.0311149 | val_loss: 0.0311659 | Time: 1167.93 ms [2022-03-10 20:36:10 main:574] : INFO : Epoch 1655 | loss: 0.0311156 | val_loss: 0.0311622 | Time: 1423.81 ms [2022-03-10 20:36:11 main:574] : INFO : Epoch 1656 | loss: 0.031116 | val_loss: 0.0311654 | Time: 1154.31 ms [2022-03-10 20:36:13 main:574] : INFO : Epoch 1657 | loss: 0.0311173 | val_loss: 0.031166 | Time: 1465.16 ms [2022-03-10 20:36:14 main:574] : INFO : Epoch 1658 | loss: 0.0311179 | val_loss: 0.0311721 | Time: 1125.3 ms [2022-03-10 20:36:15 main:574] : INFO : Epoch 1659 | loss: 0.0311247 | val_loss: 0.0311663 | Time: 1431.56 ms [2022-03-10 20:36:17 main:574] : INFO : Epoch 1660 | loss: 0.0311174 | val_loss: 0.0311662 | Time: 1126.83 ms [2022-03-10 20:36:18 main:574] : INFO : Epoch 1661 | loss: 0.0311209 | val_loss: 0.0311657 | Time: 1474 ms [2022-03-10 20:36:19 main:574] : INFO : Epoch 1662 | loss: 0.0311257 | val_loss: 0.0311654 | Time: 1123.55 ms [2022-03-10 20:36:21 main:574] : INFO : Epoch 1663 | loss: 0.0311224 | val_loss: 0.0311686 | Time: 1469.27 ms [2022-03-10 20:36:22 main:574] : INFO : Epoch 1664 | loss: 0.0311222 | val_loss: 0.0311709 | Time: 1132.65 ms [2022-03-10 20:36:23 main:574] : INFO : Epoch 1665 | loss: 0.0311211 | val_loss: 0.0311661 | Time: 1443.84 ms [2022-03-10 20:36:24 main:574] : INFO : Epoch 1666 | loss: 0.0311247 | val_loss: 0.0311665 | Time: 1165.54 ms [2022-03-10 20:36:26 main:574] : INFO : Epoch 1667 | loss: 0.0311335 | val_loss: 0.0311621 | Time: 1418.05 ms [2022-03-10 20:36:27 main:574] : INFO : Epoch 1668 | loss: 0.0311385 | val_loss: 0.0311644 | Time: 1219.79 ms [2022-03-10 20:36:28 main:574] : INFO : Epoch 1669 | loss: 0.0311329 | val_loss: 0.0311619 | Time: 1358.46 ms [2022-03-10 20:36:30 main:574] : INFO : Epoch 1670 | loss: 0.0311303 | val_loss: 0.031158 | Time: 1244.79 ms [2022-03-10 20:36:31 main:574] : INFO : Epoch 1671 | loss: 0.0311293 | val_loss: 0.0311589 | Time: 1314.17 ms [2022-03-10 20:36:32 main:574] : INFO : Epoch 1672 | loss: 0.0311271 | val_loss: 0.0311594 | Time: 1288.73 ms [2022-03-10 20:36:34 main:574] : INFO : Epoch 1673 | loss: 0.0311255 | val_loss: 0.0311623 | Time: 1287.12 ms [2022-03-10 20:36:35 main:574] : INFO : Epoch 1674 | loss: 0.0311267 | val_loss: 0.0311598 | Time: 1377.73 ms [2022-03-10 20:36:36 main:574] : INFO : Epoch 1675 | loss: 0.0311344 | val_loss: 0.0311691 | Time: 1234.33 ms [2022-03-10 20:36:38 main:574] : INFO : Epoch 1676 | loss: 0.0311406 | val_loss: 0.0311667 | Time: 1426.38 ms [2022-03-10 20:36:39 main:574] : INFO : Epoch 1677 | loss: 0.031137 | val_loss: 0.0311606 | Time: 1167.98 ms [2022-03-10 20:36:40 main:574] : INFO : Epoch 1678 | loss: 0.0311322 | val_loss: 0.0311619 | Time: 1475.49 ms [2022-03-10 20:36:41 main:574] : INFO : Epoch 1679 | loss: 0.0311308 | val_loss: 0.0311639 | Time: 1125.54 ms [2022-03-10 20:36:43 main:574] : INFO : Epoch 1680 | loss: 0.0311292 | val_loss: 0.0311657 | Time: 1452.38 ms [2022-03-10 20:36:44 main:574] : INFO : Epoch 1681 | loss: 0.0311315 | val_loss: 0.031164 | Time: 1123.52 ms [2022-03-10 20:36:46 main:574] : INFO : Epoch 1682 | loss: 0.0311295 | val_loss: 0.0311605 | Time: 1464.97 ms [2022-03-10 20:36:47 main:574] : INFO : Epoch 1683 | loss: 0.0311295 | val_loss: 0.0311613 | Time: 1123.74 ms [2022-03-10 20:36:48 main:574] : INFO : Epoch 1684 | loss: 0.031128 | val_loss: 0.0311588 | Time: 1434.78 ms [2022-03-10 20:36:49 main:574] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311621 | Time: 1120.67 ms [2022-03-10 20:36:51 main:574] : INFO : Epoch 1686 | loss: 0.0311213 | val_loss: 0.031162 | Time: 1469.2 ms [2022-03-10 20:36:52 main:574] : INFO : Epoch 1687 | loss: 0.0311217 | val_loss: 0.0311663 | Time: 1153.55 ms [2022-03-10 20:36:53 main:574] : INFO : Epoch 1688 | loss: 0.0311213 | val_loss: 0.0311624 | Time: 1426.19 ms [2022-03-10 20:36:54 main:574] : INFO : Epoch 1689 | loss: 0.0311211 | val_loss: 0.0311652 | Time: 1177.02 ms [2022-03-10 20:36:56 main:574] : INFO : Epoch 1690 | loss: 0.0311237 | val_loss: 0.0311631 | Time: 1395.04 ms [2022-03-10 20:36:57 main:574] : INFO : Epoch 1691 | loss: 0.0311214 | val_loss: 0.0311648 | Time: 1224.03 ms [2022-03-10 20:36:58 main:574] : INFO : Epoch 1692 | loss: 0.0311202 | val_loss: 0.0311652 | Time: 1360.08 ms [2022-03-10 20:37:00 main:574] : INFO : Epoch 1693 | loss: 0.031122 | val_loss: 0.0311668 | Time: 1300.59 ms [2022-03-10 20:37:01 main:574] : INFO : Epoch 1694 | loss: 0.0311275 | val_loss: 0.0311708 | Time: 1298.24 ms [2022-03-10 20:37:02 main:574] : INFO : Epoch 1695 | loss: 0.0311312 | val_loss: 0.0311676 | Time: 1328.35 ms [2022-03-10 20:37:04 main:574] : INFO : Epoch 1696 | loss: 0.0311262 | val_loss: 0.0311685 | Time: 1270.96 ms [2022-03-10 20:37:05 main:574] : INFO : Epoch 1697 | loss: 0.0311219 | val_loss: 0.0311624 | Time: 1415.77 ms [2022-03-10 20:37:06 main:574] : INFO : Epoch 1698 | loss: 0.0311221 | val_loss: 0.0311677 | Time: 1183.57 ms [2022-03-10 20:37:08 main:574] : INFO : Epoch 1699 | loss: 0.0311211 | val_loss: 0.0311661 | Time: 1433.46 ms [2022-03-10 20:37:09 main:574] : INFO : Epoch 1700 | loss: 0.0311199 | val_loss: 0.0311724 | Time: 1145.63 ms [2022-03-10 20:37:10 main:574] : INFO : Epoch 1701 | loss: 0.031121 | val_loss: 0.0311762 | Time: 1451.3 ms [2022-03-10 20:37:11 main:574] : INFO : Epoch 1702 | loss: 0.0311231 | val_loss: 0.0311704 | Time: 1120.84 ms [2022-03-10 20:37:13 main:574] : INFO : Epoch 1703 | loss: 0.031121 | val_loss: 0.0311732 | Time: 1461.19 ms [2022-03-10 20:37:14 main:574] : INFO : Epoch 1704 | loss: 0.0311147 | val_loss: 0.0311726 | Time: 1123.43 ms [2022-03-10 20:37:16 main:574] : INFO : Epoch 1705 | loss: 0.0311117 | val_loss: 0.0311686 | Time: 1440.09 ms [2022-03-10 20:37:17 main:574] : INFO : Epoch 1706 | loss: 0.031114 | val_loss: 0.0311681 | Time: 1131.24 ms [2022-03-10 20:37:18 main:574] : INFO : Epoch 1707 | loss: 0.0311115 | val_loss: 0.0311679 | Time: 1464.45 ms [2022-03-10 20:37:19 main:574] : INFO : Epoch 1708 | loss: 0.0311103 | val_loss: 0.0311733 | Time: 1126.32 ms [2022-03-10 20:37:21 main:574] : INFO : Epoch 1709 | loss: 0.0311148 | val_loss: 0.0311672 | Time: 1456.93 ms [2022-03-10 20:37:22 main:574] : INFO : Epoch 1710 | loss: 0.0311159 | val_loss: 0.0311717 | Time: 1169.1 ms [2022-03-10 20:37:23 main:574] : INFO : Epoch 1711 | loss: 0.031111 | val_loss: 0.0311748 | Time: 1428.71 ms [2022-03-10 20:37:25 main:574] : INFO : Epoch 1712 | loss: 0.0311121 | val_loss: 0.0311783 | Time: 1219.71 ms [2022-03-10 20:37:26 main:574] : INFO : Epoch 1713 | loss: 0.0311125 | val_loss: 0.0311715 | Time: 1378.26 ms [2022-03-10 20:37:27 main:574] : INFO : Epoch 1714 | loss: 0.0311116 | val_loss: 0.031166 | Time: 1505.6 ms [2022-03-10 20:37:29 main:574] : INFO : Epoch 1715 | loss: 0.0311124 | val_loss: 0.0311742 | Time: 1227.08 ms [2022-03-10 20:37:30 main:574] : INFO : Epoch 1716 | loss: 0.0311124 | val_loss: 0.031176 | Time: 1382.17 ms [2022-03-10 20:37:31 main:574] : INFO : Epoch 1717 | loss: 0.0311175 | val_loss: 0.0311645 | Time: 1197.5 ms [2022-03-10 20:37:33 main:574] : INFO : Epoch 1718 | loss: 0.0311167 | val_loss: 0.0311747 | Time: 1452.99 ms [2022-03-10 20:37:34 main:574] : INFO : Epoch 1719 | loss: 0.0311154 | val_loss: 0.0311713 | Time: 1145.67 ms [2022-03-10 20:37:35 main:574] : INFO : Epoch 1720 | loss: 0.0311176 | val_loss: 0.0311778 | Time: 1436.58 ms [2022-03-10 20:37:37 main:574] : INFO : Epoch 1721 | loss: 0.0311163 | val_loss: 0.0311698 | Time: 1130.12 ms [2022-03-10 20:37:38 main:574] : INFO : Epoch 1722 | loss: 0.0311134 | val_loss: 0.0311751 | Time: 1473.26 ms [2022-03-10 20:37:39 main:574] : INFO : Epoch 1723 | loss: 0.0311172 | val_loss: 0.0311686 | Time: 1123.87 ms [2022-03-10 20:37:41 main:574] : INFO : Epoch 1724 | loss: 0.0311138 | val_loss: 0.0311662 | Time: 1447.69 ms [2022-03-10 20:37:42 main:574] : INFO : Epoch 1725 | loss: 0.031115 | val_loss: 0.0311678 | Time: 1129.1 ms [2022-03-10 20:37:43 main:574] : INFO : Epoch 1726 | loss: 0.0311119 | val_loss: 0.0311702 | Time: 1460.01 ms [2022-03-10 20:37:44 main:574] : INFO : Epoch 1727 | loss: 0.0311126 | val_loss: 0.0311726 | Time: 1119.64 ms [2022-03-10 20:37:46 main:574] : INFO : Epoch 1728 | loss: 0.0311151 | val_loss: 0.0311649 | Time: 1466.34 ms [2022-03-10 20:37:47 main:574] : INFO : Epoch 1729 | loss: 0.0311146 | val_loss: 0.031168 | Time: 1172.46 ms [2022-03-10 20:37:48 main:574] : INFO : Epoch 1730 | loss: 0.0311124 | val_loss: 0.0311656 | Time: 1397.07 ms [2022-03-10 20:37:50 main:574] : INFO : Epoch 1731 | loss: 0.0311147 | val_loss: 0.0311653 | Time: 1212.42 ms [2022-03-10 20:37:51 main:574] : INFO : Epoch 1732 | loss: 0.0311145 | val_loss: 0.0311642 | Time: 1387.28 ms [2022-03-10 20:37:52 main:574] : INFO : Epoch 1733 | loss: 0.0311106 | val_loss: 0.0311723 | Time: 1270.71 ms [2022-03-10 20:37:54 main:574] : INFO : Epoch 1734 | loss: 0.0311077 | val_loss: 0.0311671 | Time: 1338.89 ms [2022-03-10 20:37:55 main:574] : INFO : Epoch 1735 | loss: 0.0311102 | val_loss: 0.0311645 | Time: 1315.28 ms [2022-03-10 20:37:56 main:574] : INFO : Epoch 1736 | loss: 0.0311104 | val_loss: 0.0311765 | Time: 1252.14 ms [2022-03-10 20:37:58 main:574] : INFO : Epoch 1737 | loss: 0.0311138 | val_loss: 0.0311638 | Time: 1366.03 ms [2022-03-10 20:37:59 main:574] : INFO : Epoch 1738 | loss: 0.0311148 | val_loss: 0.0311706 | Time: 1216.18 ms [2022-03-10 20:38:00 main:574] : INFO : Epoch 1739 | loss: 0.0311219 | val_loss: 0.0311731 | Time: 1423.53 ms [2022-03-10 20:38:01 main:574] : INFO : Epoch 1740 | loss: 0.0311141 | val_loss: 0.0311695 | Time: 1162.58 ms [2022-03-10 20:38:03 main:574] : INFO : Epoch 1741 | loss: 0.031111 | val_loss: 0.0311693 | Time: 1433.77 ms [2022-03-10 20:38:04 main:574] : INFO : Epoch 1742 | loss: 0.031109 | val_loss: 0.0311727 | Time: 1129.43 ms [2022-03-10 20:38:05 main:574] : INFO : Epoch 1743 | loss: 0.0311083 | val_loss: 0.0311647 | Time: 1460.22 ms [2022-03-10 20:38:07 main:574] : INFO : Epoch 1744 | loss: 0.0311082 | val_loss: 0.0311705 | Time: 1131.06 ms [2022-03-10 20:38:08 main:574] : INFO : Epoch 1745 | loss: 0.0311092 | val_loss: 0.0311706 | Time: 1442.48 ms [2022-03-10 20:38:09 main:574] : INFO : Epoch 1746 | loss: 0.0311123 | val_loss: 0.031163 | Time: 1123.94 ms [2022-03-10 20:38:11 main:574] : INFO : Epoch 1747 | loss: 0.0311112 | val_loss: 0.0311721 | Time: 1435.19 ms [2022-03-10 20:38:12 main:574] : INFO : Epoch 1748 | loss: 0.0311198 | val_loss: 0.0311678 | Time: 1120.63 ms [2022-03-10 20:38:13 main:574] : INFO : Epoch 1749 | loss: 0.0311422 | val_loss: 0.0311699 | Time: 1462.87 ms [2022-03-10 20:38:14 main:574] : INFO : Epoch 1750 | loss: 0.0311343 | val_loss: 0.0311621 | Time: 1124.32 ms [2022-03-10 20:38:16 main:574] : INFO : Epoch 1751 | loss: 0.0311278 | val_loss: 0.031163 | Time: 1486.16 ms [2022-03-10 20:38:17 main:574] : INFO : Epoch 1752 | loss: 0.0311245 | val_loss: 0.0311608 | Time: 1202.4 ms [2022-03-10 20:38:18 main:574] : INFO : Epoch 1753 | loss: 0.0311221 | val_loss: 0.031162 | Time: 1373.9 ms [2022-03-10 20:38:20 main:574] : INFO : Epoch 1754 | loss: 0.0311198 | val_loss: 0.0311624 | Time: 1241.01 ms [2022-03-10 20:38:21 main:574] : INFO : Epoch 1755 | loss: 0.0311153 | val_loss: 0.031165 | Time: 1326.16 ms [2022-03-10 20:38:22 main:574] : INFO : Epoch 1756 | loss: 0.0311122 | val_loss: 0.0311647 | Time: 1272.92 ms [2022-03-10 20:38:24 main:574] : INFO : Epoch 1757 | loss: 0.0311152 | val_loss: 0.0311677 | Time: 1280.42 ms [2022-03-10 20:38:25 main:574] : INFO : Epoch 1758 | loss: 0.0311181 | val_loss: 0.0311619 | Time: 1330.57 ms [2022-03-10 20:38:26 main:574] : INFO : Epoch 1759 | loss: 0.0311217 | val_loss: 0.0311694 | Time: 1466.58 ms [2022-03-10 20:38:28 main:574] : INFO : Epoch 1760 | loss: 0.0311187 | val_loss: 0.0311604 | Time: 1596.44 ms [2022-03-10 20:38:29 main:574] : INFO : Epoch 1761 | loss: 0.0311148 | val_loss: 0.0311653 | Time: 1122.81 ms [2022-03-10 20:38:31 main:574] : INFO : Epoch 1762 | loss: 0.0311126 | val_loss: 0.0311708 | Time: 1426.46 ms [2022-03-10 20:38:32 main:574] : INFO : Epoch 1763 | loss: 0.0311114 | val_loss: 0.0311633 | Time: 1127.37 ms [2022-03-10 20:38:33 main:574] : INFO : Epoch 1764 | loss: 0.0311144 | val_loss: 0.0311659 | Time: 1458.69 ms [2022-03-10 20:38:34 main:574] : INFO : Epoch 1765 | loss: 0.0311135 | val_loss: 0.0311654 | Time: 1122.45 ms [2022-03-10 20:38:36 main:574] : INFO : Epoch 1766 | loss: 0.0311123 | val_loss: 0.0311719 | Time: 1430.18 ms [2022-03-10 20:38:37 main:574] : INFO : Epoch 1767 | loss: 0.0311126 | val_loss: 0.0311667 | Time: 1123.26 ms [2022-03-10 20:38:38 main:574] : INFO : Epoch 1768 | loss: 0.031114 | val_loss: 0.0311616 | Time: 1448.24 ms [2022-03-10 20:38:40 main:574] : INFO : Epoch 1769 | loss: 0.0311158 | val_loss: 0.0311668 | Time: 1189 ms [2022-03-10 20:38:41 main:574] : INFO : Epoch 1770 | loss: 0.0311141 | val_loss: 0.0311694 | Time: 1400.68 ms [2022-03-10 20:38:42 main:574] : INFO : Epoch 1771 | loss: 0.0311101 | val_loss: 0.0311693 | Time: 1213.33 ms [2022-03-10 20:38:43 main:574] : INFO : Epoch 1772 | loss: 0.0311077 | val_loss: 0.0311718 | Time: 1352.88 ms [2022-03-10 20:38:45 main:574] : INFO : Epoch 1773 | loss: 0.0311075 | val_loss: 0.0311683 | Time: 1256.96 ms [2022-03-10 20:38:46 main:574] : INFO : Epoch 1774 | loss: 0.0311107 | val_loss: 0.0311728 | Time: 1325.76 ms [2022-03-10 20:38:47 main:574] : INFO : Epoch 1775 | loss: 0.0311193 | val_loss: 0.0311704 | Time: 1310.79 ms [2022-03-10 20:38:49 main:574] : INFO : Epoch 1776 | loss: 0.0311268 | val_loss: 0.0311631 | Time: 1265.57 ms [2022-03-10 20:38:50 main:574] : INFO : Epoch 1777 | loss: 0.0311373 | val_loss: 0.0311649 | Time: 1340.02 ms [2022-03-10 20:38:51 main:574] : INFO : Epoch 1778 | loss: 0.0311448 | val_loss: 0.031167 | Time: 1222.68 ms [2022-03-10 20:38:53 main:574] : INFO : Epoch 1779 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 1402.62 ms [2022-03-10 20:38:54 main:574] : INFO : Epoch 1780 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 1178.93 ms [2022-03-10 20:38:55 main:574] : INFO : Epoch 1781 | loss: 0.0311408 | val_loss: 0.0311623 | Time: 1451.52 ms [2022-03-10 20:38:56 main:574] : INFO : Epoch 1782 | loss: 0.0311408 | val_loss: 0.0311651 | Time: 1124.74 ms [2022-03-10 20:38:58 main:574] : INFO : Epoch 1783 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 1460.49 ms [2022-03-10 20:38:59 main:574] : INFO : Epoch 1784 | loss: 0.0311425 | val_loss: 0.031156 | Time: 1120.51 ms [2022-03-10 20:39:00 main:574] : INFO : Epoch 1785 | loss: 0.0311381 | val_loss: 0.0311618 | Time: 1442.66 ms [2022-03-10 20:39:02 main:574] : INFO : Epoch 1786 | loss: 0.0311339 | val_loss: 0.0311577 | Time: 1127.49 ms [2022-03-10 20:39:03 main:574] : INFO : Epoch 1787 | loss: 0.0311329 | val_loss: 0.031159 | Time: 1455.48 ms [2022-03-10 20:39:04 main:574] : INFO : Epoch 1788 | loss: 0.0311316 | val_loss: 0.0311627 | Time: 1117.76 ms [2022-03-10 20:39:06 main:574] : INFO : Epoch 1789 | loss: 0.0311292 | val_loss: 0.0311605 | Time: 1473.76 ms [2022-03-10 20:39:07 main:574] : INFO : Epoch 1790 | loss: 0.0311277 | val_loss: 0.0311632 | Time: 1144.1 ms [2022-03-10 20:39:08 main:574] : INFO : Epoch 1791 | loss: 0.0311277 | val_loss: 0.0311652 | Time: 1439.81 ms [2022-03-10 20:39:10 main:574] : INFO : Epoch 1792 | loss: 0.0311436 | val_loss: 0.031167 | Time: 1178.27 ms [2022-03-10 20:39:11 main:574] : INFO : Epoch 1793 | loss: 0.0311423 | val_loss: 0.0311594 | Time: 1393.21 ms [2022-03-10 20:39:12 main:574] : INFO : Epoch 1794 | loss: 0.0311378 | val_loss: 0.0311611 | Time: 1220.54 ms [2022-03-10 20:39:14 main:574] : INFO : Epoch 1795 | loss: 0.0311342 | val_loss: 0.0311597 | Time: 1350.78 ms [2022-03-10 20:39:15 main:574] : INFO : Epoch 1796 | loss: 0.0311327 | val_loss: 0.031159 | Time: 1291.59 ms [2022-03-10 20:39:16 main:574] : INFO : Epoch 1797 | loss: 0.031131 | val_loss: 0.0311593 | Time: 1290.42 ms [2022-03-10 20:39:17 main:574] : INFO : Epoch 1798 | loss: 0.0311311 | val_loss: 0.0311647 | Time: 1312.52 ms [2022-03-10 20:39:19 main:574] : INFO : Epoch 1799 | loss: 0.0311292 | val_loss: 0.0311659 | Time: 1242.5 ms [2022-03-10 20:39:20 main:574] : INFO : Epoch 1800 | loss: 0.0311244 | val_loss: 0.0311671 | Time: 1364.33 ms [2022-03-10 20:39:21 main:574] : INFO : Epoch 1801 | loss: 0.0311263 | val_loss: 0.0311598 | Time: 1233.97 ms [2022-03-10 20:39:23 main:574] : INFO : Epoch 1802 | loss: 0.0311269 | val_loss: 0.031168 | Time: 1406.24 ms [2022-03-10 20:39:24 main:574] : INFO : Epoch 1803 | loss: 0.0311252 | val_loss: 0.0311641 | Time: 1166.32 ms [2022-03-10 20:39:25 main:574] : INFO : Epoch 1804 | loss: 0.0311293 | val_loss: 0.0311637 | Time: 1421.77 ms [2022-03-10 20:39:27 main:574] : INFO : Epoch 1805 | loss: 0.0311258 | val_loss: 0.0311649 | Time: 1608.53 ms [2022-03-10 20:39:28 main:574] : INFO : Epoch 1806 | loss: 0.0311248 | val_loss: 0.0311654 | Time: 1430.87 ms [2022-03-10 20:39:30 main:574] : INFO : Epoch 1807 | loss: 0.0311216 | val_loss: 0.031164 | Time: 1177.72 ms [2022-03-10 20:39:31 main:574] : INFO : Epoch 1808 | loss: 0.0311207 | val_loss: 0.0311657 | Time: 1380.63 ms [2022-03-10 20:39:32 main:574] : INFO : Epoch 1809 | loss: 0.0311192 | val_loss: 0.0311666 | Time: 1231.63 ms [2022-03-10 20:39:34 main:574] : INFO : Epoch 1810 | loss: 0.0311192 | val_loss: 0.0311604 | Time: 1368.24 ms [2022-03-10 20:39:35 main:574] : INFO : Epoch 1811 | loss: 0.0311192 | val_loss: 0.0311573 | Time: 1279.36 ms [2022-03-10 20:39:36 main:574] : INFO : Epoch 1812 | loss: 0.0311169 | val_loss: 0.0311597 | Time: 1306.48 ms [2022-03-10 20:39:37 main:574] : INFO : Epoch 1813 | loss: 0.0311156 | val_loss: 0.031162 | Time: 1300.43 ms [2022-03-10 20:39:39 main:574] : INFO : Epoch 1814 | loss: 0.0311158 | val_loss: 0.0311605 | Time: 1253.5 ms [2022-03-10 20:39:40 main:574] : INFO : Epoch 1815 | loss: 0.0311147 | val_loss: 0.0311716 | Time: 1372.87 ms [2022-03-10 20:39:41 main:574] : INFO : Epoch 1816 | loss: 0.0311169 | val_loss: 0.0311603 | Time: 1211.96 ms [2022-03-10 20:39:43 main:574] : INFO : Epoch 1817 | loss: 0.0311164 | val_loss: 0.0311678 | Time: 1436.55 ms [2022-03-10 20:39:44 main:574] : INFO : Epoch 1818 | loss: 0.0311134 | val_loss: 0.0311613 | Time: 1162.67 ms [2022-03-10 20:39:45 main:574] : INFO : Epoch 1819 | loss: 0.0311184 | val_loss: 0.0311684 | Time: 1433.53 ms [2022-03-10 20:39:47 main:574] : INFO : Epoch 1820 | loss: 0.0311172 | val_loss: 0.031162 | Time: 1124.9 ms [2022-03-10 20:39:48 main:574] : INFO : Epoch 1821 | loss: 0.0311212 | val_loss: 0.0311645 | Time: 1445.71 ms [2022-03-10 20:39:49 main:574] : INFO : Epoch 1822 | loss: 0.0311222 | val_loss: 0.031163 | Time: 1117.59 ms [2022-03-10 20:39:51 main:574] : INFO : Epoch 1823 | loss: 0.0311263 | val_loss: 0.0311602 | Time: 1436.08 ms [2022-03-10 20:39:52 main:574] : INFO : Epoch 1824 | loss: 0.0311233 | val_loss: 0.0311627 | Time: 1120.68 ms [2022-03-10 20:39:53 main:574] : INFO : Epoch 1825 | loss: 0.0311219 | val_loss: 0.031162 | Time: 1470.9 ms [2022-03-10 20:39:54 main:574] : INFO : Epoch 1826 | loss: 0.0311186 | val_loss: 0.0311713 | Time: 1123.06 ms [2022-03-10 20:39:56 main:574] : INFO : Epoch 1827 | loss: 0.0311348 | val_loss: 0.0311827 | Time: 1464.34 ms [2022-03-10 20:39:57 main:574] : INFO : Epoch 1828 | loss: 0.0311253 | val_loss: 0.0311734 | Time: 1123.25 ms [2022-03-10 20:39:58 main:574] : INFO : Epoch 1829 | loss: 0.0311198 | val_loss: 0.0311675 | Time: 1434.18 ms [2022-03-10 20:39:59 main:574] : INFO : Epoch 1830 | loss: 0.0311186 | val_loss: 0.0311618 | Time: 1143.55 ms [2022-03-10 20:40:01 main:574] : INFO : Epoch 1831 | loss: 0.0311137 | val_loss: 0.0311632 | Time: 1429.15 ms [2022-03-10 20:40:02 main:574] : INFO : Epoch 1832 | loss: 0.0311151 | val_loss: 0.0311653 | Time: 1184.98 ms [2022-03-10 20:40:03 main:574] : INFO : Epoch 1833 | loss: 0.0311165 | val_loss: 0.0311635 | Time: 1380.73 ms [2022-03-10 20:40:05 main:574] : INFO : Epoch 1834 | loss: 0.0311154 | val_loss: 0.0311665 | Time: 1202.04 ms [2022-03-10 20:40:06 main:574] : INFO : Epoch 1835 | loss: 0.0311147 | val_loss: 0.0311649 | Time: 1349.75 ms [2022-03-10 20:40:07 main:574] : INFO : Epoch 1836 | loss: 0.0311131 | val_loss: 0.031168 | Time: 1247.34 ms [2022-03-10 20:40:09 main:574] : INFO : Epoch 1837 | loss: 0.0311142 | val_loss: 0.0311681 | Time: 1351.97 ms [2022-03-10 20:40:10 main:574] : INFO : Epoch 1838 | loss: 0.0311286 | val_loss: 0.0311586 | Time: 1305.07 ms [2022-03-10 20:40:11 main:574] : INFO : Epoch 1839 | loss: 0.0311239 | val_loss: 0.0311549 | Time: 1257.42 ms [2022-03-10 20:40:13 main:574] : INFO : Epoch 1840 | loss: 0.0311212 | val_loss: 0.0311602 | Time: 1345.83 ms [2022-03-10 20:40:14 main:574] : INFO : Epoch 1841 | loss: 0.0311202 | val_loss: 0.0311603 | Time: 1231.23 ms [2022-03-10 20:40:15 main:574] : INFO : Epoch 1842 | loss: 0.0311194 | val_loss: 0.0311593 | Time: 1399.75 ms [2022-03-10 20:40:16 main:574] : INFO : Epoch 1843 | loss: 0.0311172 | val_loss: 0.0311597 | Time: 1182.47 ms [2022-03-10 20:40:18 main:574] : INFO : Epoch 1844 | loss: 0.0311155 | val_loss: 0.0311698 | Time: 1395.45 ms [2022-03-10 20:40:19 main:574] : INFO : Epoch 1845 | loss: 0.0311143 | val_loss: 0.0311645 | Time: 1147.76 ms [2022-03-10 20:40:20 main:574] : INFO : Epoch 1846 | loss: 0.0311159 | val_loss: 0.0311641 | Time: 1451.29 ms [2022-03-10 20:40:22 main:574] : INFO : Epoch 1847 | loss: 0.0311149 | val_loss: 0.0311604 | Time: 1128.63 ms [2022-03-10 20:40:23 main:574] : INFO : Epoch 1848 | loss: 0.0311152 | val_loss: 0.0311656 | Time: 1460.53 ms [2022-03-10 20:40:24 main:574] : INFO : Epoch 1849 | loss: 0.0311149 | val_loss: 0.0311655 | Time: 1122.52 ms [2022-03-10 20:40:26 main:574] : INFO : Epoch 1850 | loss: 0.0311176 | val_loss: 0.031172 | Time: 1439.39 ms [2022-03-10 20:40:27 main:574] : INFO : Epoch 1851 | loss: 0.0311153 | val_loss: 0.0311628 | Time: 1684.21 ms [2022-03-10 20:40:29 main:574] : INFO : Epoch 1852 | loss: 0.0311139 | val_loss: 0.0311652 | Time: 1336.64 ms [2022-03-10 20:40:30 main:574] : INFO : Epoch 1853 | loss: 0.031113 | val_loss: 0.0311652 | Time: 1299.59 ms [2022-03-10 20:40:31 main:574] : INFO : Epoch 1854 | loss: 0.031112 | val_loss: 0.0311697 | Time: 1279.67 ms [2022-03-10 20:40:33 main:574] : INFO : Epoch 1855 | loss: 0.0311124 | val_loss: 0.0311649 | Time: 1340.1 ms [2022-03-10 20:40:34 main:574] : INFO : Epoch 1856 | loss: 0.0311109 | val_loss: 0.0311677 | Time: 1245.75 ms [2022-03-10 20:40:35 main:574] : INFO : Epoch 1857 | loss: 0.0311113 | val_loss: 0.0311689 | Time: 1396.38 ms [2022-03-10 20:40:36 main:574] : INFO : Epoch 1858 | loss: 0.0311107 | val_loss: 0.0311627 | Time: 1187.66 ms [2022-03-10 20:40:38 main:574] : INFO : Epoch 1859 | loss: 0.0311138 | val_loss: 0.0311657 | Time: 1420.12 ms [2022-03-10 20:40:39 main:574] : INFO : Epoch 1860 | loss: 0.0311183 | val_loss: 0.0311646 | Time: 1142.44 ms [2022-03-10 20:40:40 main:574] : INFO : Epoch 1861 | loss: 0.0311287 | val_loss: 0.0311641 | Time: 1473.25 ms [2022-03-10 20:40:42 main:574] : INFO : Epoch 1862 | loss: 0.0311268 | val_loss: 0.0311602 | Time: 1116.2 ms [2022-03-10 20:40:43 main:574] : INFO : Epoch 1863 | loss: 0.0311208 | val_loss: 0.0311751 | Time: 1457.43 ms [2022-03-10 20:40:44 main:574] : INFO : Epoch 1864 | loss: 0.0311217 | val_loss: 0.031172 | Time: 1116.05 ms [2022-03-10 20:40:46 main:574] : INFO : Epoch 1865 | loss: 0.03112 | val_loss: 0.0311619 | Time: 1437.85 ms [2022-03-10 20:40:47 main:574] : INFO : Epoch 1866 | loss: 0.0311241 | val_loss: 0.0311606 | Time: 1125.23 ms [2022-03-10 20:40:48 main:574] : INFO : Epoch 1867 | loss: 0.0311225 | val_loss: 0.0311547 | Time: 1474.27 ms [2022-03-10 20:40:49 main:574] : INFO : Epoch 1868 | loss: 0.0311203 | val_loss: 0.0311579 | Time: 1116.02 ms [2022-03-10 20:40:51 main:574] : INFO : Epoch 1869 | loss: 0.0311189 | val_loss: 0.0311613 | Time: 1460.08 ms [2022-03-10 20:40:52 main:574] : INFO : Epoch 1870 | loss: 0.0311165 | val_loss: 0.0311618 | Time: 1122.89 ms [2022-03-10 20:40:53 main:574] : INFO : Epoch 1871 | loss: 0.0311134 | val_loss: 0.0311612 | Time: 1437.08 ms [2022-03-10 20:40:55 main:574] : INFO : Epoch 1872 | loss: 0.0311142 | val_loss: 0.0311605 | Time: 1165.21 ms [2022-03-10 20:40:56 main:574] : INFO : Epoch 1873 | loss: 0.0311128 | val_loss: 0.0311624 | Time: 1386.91 ms [2022-03-10 20:40:57 main:574] : INFO : Epoch 1874 | loss: 0.0311124 | val_loss: 0.0311609 | Time: 1237.25 ms [2022-03-10 20:40:59 main:574] : INFO : Epoch 1875 | loss: 0.0311123 | val_loss: 0.0311581 | Time: 1351.86 ms [2022-03-10 20:41:00 main:574] : INFO : Epoch 1876 | loss: 0.0311152 | val_loss: 0.0311584 | Time: 1255.57 ms [2022-03-10 20:41:01 main:574] : INFO : Epoch 1877 | loss: 0.0311132 | val_loss: 0.0311624 | Time: 1297.6 ms [2022-03-10 20:41:02 main:574] : INFO : Epoch 1878 | loss: 0.0311128 | val_loss: 0.0311638 | Time: 1298 ms [2022-03-10 20:41:04 main:574] : INFO : Epoch 1879 | loss: 0.0311121 | val_loss: 0.0311683 | Time: 1286.25 ms [2022-03-10 20:41:05 main:574] : INFO : Epoch 1880 | loss: 0.0311119 | val_loss: 0.0311677 | Time: 1302.95 ms [2022-03-10 20:41:06 main:574] : INFO : Epoch 1881 | loss: 0.0311151 | val_loss: 0.031167 | Time: 1265.04 ms [2022-03-10 20:41:08 main:574] : INFO : Epoch 1882 | loss: 0.0311192 | val_loss: 0.0311663 | Time: 1372.35 ms [2022-03-10 20:41:09 main:574] : INFO : Epoch 1883 | loss: 0.0311384 | val_loss: 0.0311655 | Time: 1206.06 ms [2022-03-10 20:41:10 main:574] : INFO : Epoch 1884 | loss: 0.0311364 | val_loss: 0.0311646 | Time: 1443.45 ms [2022-03-10 20:41:12 main:574] : INFO : Epoch 1885 | loss: 0.031134 | val_loss: 0.0311579 | Time: 1142.16 ms [2022-03-10 20:41:13 main:574] : INFO : Epoch 1886 | loss: 0.0311361 | val_loss: 0.0311629 | Time: 1438.99 ms [2022-03-10 20:41:14 main:574] : INFO : Epoch 1887 | loss: 0.0311333 | val_loss: 0.0311612 | Time: 1124.45 ms [2022-03-10 20:41:16 main:574] : INFO : Epoch 1888 | loss: 0.0311291 | val_loss: 0.0311613 | Time: 1458.67 ms [2022-03-10 20:41:17 main:574] : INFO : Epoch 1889 | loss: 0.0311259 | val_loss: 0.0311658 | Time: 1118.62 ms [2022-03-10 20:41:18 main:574] : INFO : Epoch 1890 | loss: 0.0311278 | val_loss: 0.0311617 | Time: 1473.88 ms [2022-03-10 20:41:19 main:574] : INFO : Epoch 1891 | loss: 0.0311316 | val_loss: 0.0311584 | Time: 1119.09 ms [2022-03-10 20:41:21 main:574] : INFO : Epoch 1892 | loss: 0.0311309 | val_loss: 0.0311582 | Time: 1436.1 ms [2022-03-10 20:41:22 main:574] : INFO : Epoch 1893 | loss: 0.0311284 | val_loss: 0.0311572 | Time: 1120.56 ms [2022-03-10 20:41:23 main:574] : INFO : Epoch 1894 | loss: 0.031127 | val_loss: 0.0311589 | Time: 1454.62 ms [2022-03-10 20:41:24 main:574] : INFO : Epoch 1895 | loss: 0.0311238 | val_loss: 0.0311585 | Time: 1123.81 ms [2022-03-10 20:41:26 main:574] : INFO : Epoch 1896 | loss: 0.0311236 | val_loss: 0.0311601 | Time: 1517.15 ms [2022-03-10 20:41:28 main:574] : INFO : Epoch 1897 | loss: 0.0311233 | val_loss: 0.0311642 | Time: 1675.99 ms [2022-03-10 20:41:29 main:574] : INFO : Epoch 1898 | loss: 0.0311215 | val_loss: 0.031164 | Time: 1235.96 ms [2022-03-10 20:41:30 main:574] : INFO : Epoch 1899 | loss: 0.03112 | val_loss: 0.0311639 | Time: 1413.26 ms [2022-03-10 20:41:31 main:574] : INFO : Epoch 1900 | loss: 0.0311188 | val_loss: 0.0311589 | Time: 1166.99 ms [2022-03-10 20:41:33 main:574] : INFO : Epoch 1901 | loss: 0.0311212 | val_loss: 0.0311699 | Time: 1443.38 ms [2022-03-10 20:41:34 main:574] : INFO : Epoch 1902 | loss: 0.031119 | val_loss: 0.0311592 | Time: 1122.95 ms [2022-03-10 20:41:36 main:574] : INFO : Epoch 1903 | loss: 0.0311188 | val_loss: 0.0311561 | Time: 1461.38 ms [2022-03-10 20:41:37 main:574] : INFO : Epoch 1904 | loss: 0.0311147 | val_loss: 0.0311571 | Time: 1122.51 ms [2022-03-10 20:41:38 main:574] : INFO : Epoch 1905 | loss: 0.0311119 | val_loss: 0.0311564 | Time: 1422.65 ms [2022-03-10 20:41:39 main:574] : INFO : Epoch 1906 | loss: 0.0311127 | val_loss: 0.0311625 | Time: 1118.98 ms [2022-03-10 20:41:41 main:574] : INFO : Epoch 1907 | loss: 0.031115 | val_loss: 0.0311599 | Time: 1463.43 ms [2022-03-10 20:41:42 main:574] : INFO : Epoch 1908 | loss: 0.0311134 | val_loss: 0.0311598 | Time: 1123.1 ms [2022-03-10 20:41:43 main:574] : INFO : Epoch 1909 | loss: 0.0311117 | val_loss: 0.0311631 | Time: 1440.9 ms [2022-03-10 20:41:44 main:574] : INFO : Epoch 1910 | loss: 0.0311137 | val_loss: 0.0311603 | Time: 1128.74 ms [2022-03-10 20:41:46 main:574] : INFO : Epoch 1911 | loss: 0.0311125 | val_loss: 0.0311634 | Time: 1430.55 ms [2022-03-10 20:41:47 main:574] : INFO : Epoch 1912 | loss: 0.0311108 | val_loss: 0.0311567 | Time: 1117.4 ms [2022-03-10 20:41:48 main:574] : INFO : Epoch 1913 | loss: 0.0311128 | val_loss: 0.0311642 | Time: 1454.45 ms [2022-03-10 20:41:50 main:574] : INFO : Epoch 1914 | loss: 0.0311117 | val_loss: 0.0311567 | Time: 1168.31 ms [2022-03-10 20:41:51 main:574] : INFO : Epoch 1915 | loss: 0.0311168 | val_loss: 0.0311616 | Time: 1393.22 ms [2022-03-10 20:41:52 main:574] : INFO : Epoch 1916 | loss: 0.0311158 | val_loss: 0.0311571 | Time: 1204.92 ms [2022-03-10 20:41:54 main:574] : INFO : Epoch 1917 | loss: 0.0311163 | val_loss: 0.0311638 | Time: 1360.49 ms [2022-03-10 20:41:55 main:574] : INFO : Epoch 1918 | loss: 0.0311262 | val_loss: 0.0311632 | Time: 1237.35 ms [2022-03-10 20:41:56 main:574] : INFO : Epoch 1919 | loss: 0.0311312 | val_loss: 0.0311553 | Time: 1338.5 ms [2022-03-10 20:41:57 main:574] : INFO : Epoch 1920 | loss: 0.0311268 | val_loss: 0.0311578 | Time: 1287.49 ms [2022-03-10 20:41:59 main:574] : INFO : Epoch 1921 | loss: 0.0311245 | val_loss: 0.0311589 | Time: 1300.42 ms [2022-03-10 20:42:00 main:574] : INFO : Epoch 1922 | loss: 0.0311239 | val_loss: 0.0311632 | Time: 1323.87 ms [2022-03-10 20:42:01 main:574] : INFO : Epoch 1923 | loss: 0.0311221 | val_loss: 0.0311613 | Time: 1261.57 ms [2022-03-10 20:42:03 main:574] : INFO : Epoch 1924 | loss: 0.0311206 | val_loss: 0.0311615 | Time: 1374.66 ms [2022-03-10 20:42:04 main:574] : INFO : Epoch 1925 | loss: 0.0311195 | val_loss: 0.031154 | Time: 1191.98 ms [2022-03-10 20:42:05 main:574] : INFO : Epoch 1926 | loss: 0.0311196 | val_loss: 0.0311572 | Time: 1407.55 ms [2022-03-10 20:42:07 main:574] : INFO : Epoch 1927 | loss: 0.0311201 | val_loss: 0.0311548 | Time: 1167.3 ms [2022-03-10 20:42:08 main:574] : INFO : Epoch 1928 | loss: 0.0311178 | val_loss: 0.0311622 | Time: 1458.82 ms [2022-03-10 20:42:09 main:574] : INFO : Epoch 1929 | loss: 0.0311161 | val_loss: 0.0311575 | Time: 1127.97 ms [2022-03-10 20:42:11 main:574] : INFO : Epoch 1930 | loss: 0.0311147 | val_loss: 0.0311594 | Time: 1448.64 ms [2022-03-10 20:42:12 main:574] : INFO : Epoch 1931 | loss: 0.0311132 | val_loss: 0.0311564 | Time: 1119.36 ms [2022-03-10 20:42:13 main:574] : INFO : Epoch 1932 | loss: 0.0311116 | val_loss: 0.0311587 | Time: 1440.06 ms [2022-03-10 20:42:14 main:574] : INFO : Epoch 1933 | loss: 0.031112 | val_loss: 0.0311594 | Time: 1125.77 ms [2022-03-10 20:42:16 main:574] : INFO : Epoch 1934 | loss: 0.0311099 | val_loss: 0.0311587 | Time: 1439.78 ms [2022-03-10 20:42:17 main:574] : INFO : Epoch 1935 | loss: 0.0311124 | val_loss: 0.0311622 | Time: 1117.4 ms [2022-03-10 20:42:18 main:574] : INFO : Epoch 1936 | loss: 0.0311128 | val_loss: 0.0311547 | Time: 1466.41 ms [2022-03-10 20:42:19 main:574] : INFO : Epoch 1937 | loss: 0.0311168 | val_loss: 0.0311551 | Time: 1127.48 ms [2022-03-10 20:42:21 main:574] : INFO : Epoch 1938 | loss: 0.0311179 | val_loss: 0.0311578 | Time: 1464.88 ms [2022-03-10 20:42:22 main:574] : INFO : Epoch 1939 | loss: 0.0311141 | val_loss: 0.0311574 | Time: 1174.83 ms [2022-03-10 20:42:24 main:574] : INFO : Epoch 1940 | loss: 0.0311132 | val_loss: 0.0311599 | Time: 1401.19 ms [2022-03-10 20:42:25 main:574] : INFO : Epoch 1941 | loss: 0.0311134 | val_loss: 0.0311709 | Time: 1189.62 ms [2022-03-10 20:42:26 main:574] : INFO : Epoch 1942 | loss: 0.0311102 | val_loss: 0.0311553 | Time: 1525.71 ms [2022-03-10 20:42:28 main:574] : INFO : Epoch 1943 | loss: 0.0311074 | val_loss: 0.0311618 | Time: 1680.24 ms [2022-03-10 20:42:29 main:574] : INFO : Epoch 1944 | loss: 0.0311079 | val_loss: 0.0311563 | Time: 1147.85 ms [2022-03-10 20:42:31 main:574] : INFO : Epoch 1945 | loss: 0.0311209 | val_loss: 0.0311612 | Time: 1472.18 ms [2022-03-10 20:42:32 main:574] : INFO : Epoch 1946 | loss: 0.0311163 | val_loss: 0.0311544 | Time: 1117.39 ms [2022-03-10 20:42:33 main:574] : INFO : Epoch 1947 | loss: 0.031113 | val_loss: 0.0311563 | Time: 1442.81 ms [2022-03-10 20:42:34 main:574] : INFO : Epoch 1948 | loss: 0.0311178 | val_loss: 0.0311579 | Time: 1118.51 ms [2022-03-10 20:42:36 main:574] : INFO : Epoch 1949 | loss: 0.0311176 | val_loss: 0.0311606 | Time: 1466.51 ms [2022-03-10 20:42:37 main:574] : INFO : Epoch 1950 | loss: 0.0311193 | val_loss: 0.031157 | Time: 1119.07 ms [2022-03-10 20:42:38 main:574] : INFO : Epoch 1951 | loss: 0.0311141 | val_loss: 0.0311584 | Time: 1429.6 ms [2022-03-10 20:42:39 main:574] : INFO : Epoch 1952 | loss: 0.0311127 | val_loss: 0.031157 | Time: 1118.87 ms [2022-03-10 20:42:41 main:574] : INFO : Epoch 1953 | loss: 0.0311148 | val_loss: 0.0311579 | Time: 1453.75 ms [2022-03-10 20:42:42 main:574] : INFO : Epoch 1954 | loss: 0.0311159 | val_loss: 0.0311582 | Time: 1142.36 ms [2022-03-10 20:42:43 main:574] : INFO : Epoch 1955 | loss: 0.0311135 | val_loss: 0.0311642 | Time: 1440.51 ms [2022-03-10 20:42:45 main:574] : INFO : Epoch 1956 | loss: 0.0311123 | val_loss: 0.0311667 | Time: 1177.79 ms [2022-03-10 20:42:46 main:574] : INFO : Epoch 1957 | loss: 0.0311091 | val_loss: 0.0311602 | Time: 1391.77 ms [2022-03-10 20:42:47 main:574] : INFO : Epoch 1958 | loss: 0.0311085 | val_loss: 0.0311589 | Time: 1226.81 ms [2022-03-10 20:42:49 main:574] : INFO : Epoch 1959 | loss: 0.0311078 | val_loss: 0.0311634 | Time: 1364.91 ms [2022-03-10 20:42:50 main:574] : INFO : Epoch 1960 | loss: 0.0311077 | val_loss: 0.031161 | Time: 1277.37 ms [2022-03-10 20:42:51 main:574] : INFO : Epoch 1961 | loss: 0.0311072 | val_loss: 0.0311653 | Time: 1297.98 ms [2022-03-10 20:42:53 main:574] : INFO : Epoch 1962 | loss: 0.0311101 | val_loss: 0.0311612 | Time: 1316.03 ms [2022-03-10 20:42:54 main:574] : INFO : Epoch 1963 | loss: 0.0311142 | val_loss: 0.0311563 | Time: 1298.6 ms [2022-03-10 20:42:55 main:574] : INFO : Epoch 1964 | loss: 0.0311156 | val_loss: 0.0311659 | Time: 1368.66 ms [2022-03-10 20:42:56 main:574] : INFO : Epoch 1965 | loss: 0.0311159 | val_loss: 0.0311751 | Time: 1207.58 ms [2022-03-10 20:42:58 main:574] : INFO : Epoch 1966 | loss: 0.0311133 | val_loss: 0.0311672 | Time: 1413.49 ms [2022-03-10 20:42:59 main:574] : INFO : Epoch 1967 | loss: 0.031109 | val_loss: 0.031162 | Time: 1144.62 ms [2022-03-10 20:43:01 main:574] : INFO : Epoch 1968 | loss: 0.031113 | val_loss: 0.0311627 | Time: 1444.49 ms [2022-03-10 20:43:02 main:574] : INFO : Epoch 1969 | loss: 0.0311219 | val_loss: 0.0311633 | Time: 1149.34 ms [2022-03-10 20:43:03 main:574] : INFO : Epoch 1970 | loss: 0.0311256 | val_loss: 0.0311579 | Time: 1465.74 ms [2022-03-10 20:43:04 main:574] : INFO : Epoch 1971 | loss: 0.0311213 | val_loss: 0.0311593 | Time: 1124.34 ms [2022-03-10 20:43:06 main:574] : INFO : Epoch 1972 | loss: 0.0311181 | val_loss: 0.0311592 | Time: 1446.88 ms [2022-03-10 20:43:07 main:574] : INFO : Epoch 1973 | loss: 0.0311142 | val_loss: 0.0311603 | Time: 1127.74 ms [2022-03-10 20:43:08 main:574] : INFO : Epoch 1974 | loss: 0.0311136 | val_loss: 0.0311597 | Time: 1456.01 ms [2022-03-10 20:43:09 main:574] : INFO : Epoch 1975 | loss: 0.0311136 | val_loss: 0.0311587 | Time: 1120.32 ms [2022-03-10 20:43:11 main:574] : INFO : Epoch 1976 | loss: 0.0311197 | val_loss: 0.0311622 | Time: 1461.5 ms [2022-03-10 20:43:12 main:574] : INFO : Epoch 1977 | loss: 0.031117 | val_loss: 0.0311688 | Time: 1122.88 ms [2022-03-10 20:43:13 main:574] : INFO : Epoch 1978 | loss: 0.0311161 | val_loss: 0.0311637 | Time: 1428.2 ms [2022-03-10 20:43:15 main:574] : INFO : Epoch 1979 | loss: 0.0311142 | val_loss: 0.0311718 | Time: 1206.92 ms [2022-03-10 20:43:16 main:574] : INFO : Epoch 1980 | loss: 0.0311106 | val_loss: 0.0311616 | Time: 1403.89 ms [2022-03-10 20:43:17 main:574] : INFO : Epoch 1981 | loss: 0.0311145 | val_loss: 0.0311666 | Time: 1318.72 ms [2022-03-10 20:43:19 main:574] : INFO : Epoch 1982 | loss: 0.0311447 | val_loss: 0.031163 | Time: 1333.85 ms [2022-03-10 20:43:20 main:574] : INFO : Epoch 1983 | loss: 0.0311388 | val_loss: 0.0311588 | Time: 1323.72 ms [2022-03-10 20:43:21 main:574] : INFO : Epoch 1984 | loss: 0.0311329 | val_loss: 0.0311593 | Time: 1233.04 ms [2022-03-10 20:43:23 main:574] : INFO : Epoch 1985 | loss: 0.0311281 | val_loss: 0.031159 | Time: 1376.52 ms [2022-03-10 20:43:24 main:574] : INFO : Epoch 1986 | loss: 0.0311234 | val_loss: 0.0311612 | Time: 1218.55 ms [2022-03-10 20:43:25 main:574] : INFO : Epoch 1987 | loss: 0.0311189 | val_loss: 0.0311661 | Time: 1391.96 ms [2022-03-10 20:43:27 main:574] : INFO : Epoch 1988 | loss: 0.0311188 | val_loss: 0.0311688 | Time: 1486.15 ms [2022-03-10 20:43:28 main:574] : INFO : Epoch 1989 | loss: 0.0311182 | val_loss: 0.0311681 | Time: 1510.84 ms [2022-03-10 20:43:30 main:574] : INFO : Epoch 1990 | loss: 0.0311162 | val_loss: 0.031163 | Time: 1124.26 ms [2022-03-10 20:43:31 main:574] : INFO : Epoch 1991 | loss: 0.0311212 | val_loss: 0.0311601 | Time: 1453.01 ms [2022-03-10 20:43:32 main:574] : INFO : Epoch 1992 | loss: 0.0311216 | val_loss: 0.0311622 | Time: 1146.8 ms [2022-03-10 20:43:34 main:574] : INFO : Epoch 1993 | loss: 0.0311202 | val_loss: 0.0311605 | Time: 1415.38 ms [2022-03-10 20:43:35 main:574] : INFO : Epoch 1994 | loss: 0.0311168 | val_loss: 0.0311605 | Time: 1194.08 ms [2022-03-10 20:43:36 main:574] : INFO : Epoch 1995 | loss: 0.0311169 | val_loss: 0.0311596 | Time: 1391.05 ms [2022-03-10 20:43:37 main:574] : INFO : Epoch 1996 | loss: 0.0311123 | val_loss: 0.0311599 | Time: 1243.18 ms [2022-03-10 20:43:39 main:574] : INFO : Epoch 1997 | loss: 0.0311147 | val_loss: 0.031168 | Time: 1326.73 ms [2022-03-10 20:43:40 main:574] : INFO : Epoch 1998 | loss: 0.0311182 | val_loss: 0.0311523 | Time: 1268.8 ms [2022-03-10 20:43:41 main:574] : INFO : Epoch 1999 | loss: 0.0311185 | val_loss: 0.0311536 | Time: 1278.67 ms [2022-03-10 20:43:43 main:574] : INFO : Epoch 2000 | loss: 0.0311256 | val_loss: 0.0311601 | Time: 1344.14 ms [2022-03-10 20:43:44 main:574] : INFO : Epoch 2001 | loss: 0.0311334 | val_loss: 0.0311564 | Time: 1234.74 ms [2022-03-10 20:43:45 main:574] : INFO : Epoch 2002 | loss: 0.0311303 | val_loss: 0.031159 | Time: 1373.44 ms [2022-03-10 20:43:46 main:574] : INFO : Epoch 2003 | loss: 0.031128 | val_loss: 0.031159 | Time: 1185.42 ms [2022-03-10 20:43:48 main:574] : INFO : Epoch 2004 | loss: 0.0311228 | val_loss: 0.0311548 | Time: 1389.37 ms [2022-03-10 20:43:49 main:574] : INFO : Epoch 2005 | loss: 0.031122 | val_loss: 0.0311573 | Time: 1164.54 ms [2022-03-10 20:43:50 main:574] : INFO : Epoch 2006 | loss: 0.0311214 | val_loss: 0.0311618 | Time: 1422.75 ms [2022-03-10 20:43:52 main:574] : INFO : Epoch 2007 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 1141.8 ms [2022-03-10 20:43:53 main:574] : INFO : Epoch 2008 | loss: 0.0311239 | val_loss: 0.0311666 | Time: 1463.53 ms [2022-03-10 20:43:54 main:574] : INFO : Epoch 2009 | loss: 0.0311204 | val_loss: 0.0311571 | Time: 1116.11 ms [2022-03-10 20:43:56 main:574] : INFO : Epoch 2010 | loss: 0.0311194 | val_loss: 0.0311626 | Time: 1453.64 ms [2022-03-10 20:43:57 main:574] : INFO : Epoch 2011 | loss: 0.0311208 | val_loss: 0.0311594 | Time: 1120.79 ms [2022-03-10 20:43:58 main:574] : INFO : Epoch 2012 | loss: 0.0311186 | val_loss: 0.0311627 | Time: 1463.81 ms [2022-03-10 20:43:59 main:574] : INFO : Epoch 2013 | loss: 0.0311158 | val_loss: 0.031159 | Time: 1119.58 ms [2022-03-10 20:44:01 main:574] : INFO : Epoch 2014 | loss: 0.0311145 | val_loss: 0.0311641 | Time: 1478.36 ms [2022-03-10 20:44:02 main:574] : INFO : Epoch 2015 | loss: 0.0311152 | val_loss: 0.03116 | Time: 1122.75 ms [2022-03-10 20:44:03 main:574] : INFO : Epoch 2016 | loss: 0.0311148 | val_loss: 0.0311609 | Time: 1450.86 ms [2022-03-10 20:44:05 main:574] : INFO : Epoch 2017 | loss: 0.0311124 | val_loss: 0.0311629 | Time: 1159.98 ms [2022-03-10 20:44:06 main:574] : INFO : Epoch 2018 | loss: 0.0311138 | val_loss: 0.0311594 | Time: 1413.18 ms [2022-03-10 20:44:07 main:574] : INFO : Epoch 2019 | loss: 0.0311203 | val_loss: 0.0311557 | Time: 1180.63 ms [2022-03-10 20:44:09 main:574] : INFO : Epoch 2020 | loss: 0.0311142 | val_loss: 0.0311578 | Time: 1362.23 ms [2022-03-10 20:44:10 main:574] : INFO : Epoch 2021 | loss: 0.0311127 | val_loss: 0.0311576 | Time: 1221.9 ms [2022-03-10 20:44:11 main:574] : INFO : Epoch 2022 | loss: 0.0311119 | val_loss: 0.03116 | Time: 1353.51 ms [2022-03-10 20:44:12 main:574] : INFO : Epoch 2023 | loss: 0.0311137 | val_loss: 0.0311669 | Time: 1264.35 ms [2022-03-10 20:44:14 main:574] : INFO : Epoch 2024 | loss: 0.031113 | val_loss: 0.0311626 | Time: 1297.58 ms [2022-03-10 20:44:15 main:574] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.03116 | Time: 1286.12 ms [2022-03-10 20:44:16 main:574] : INFO : Epoch 2026 | loss: 0.0311114 | val_loss: 0.0311621 | Time: 1298.57 ms [2022-03-10 20:44:18 main:574] : INFO : Epoch 2027 | loss: 0.0311112 | val_loss: 0.0311574 | Time: 1361.77 ms [2022-03-10 20:44:19 main:574] : INFO : Epoch 2028 | loss: 0.0311088 | val_loss: 0.0311589 | Time: 1219.71 ms [2022-03-10 20:44:20 main:574] : INFO : Epoch 2029 | loss: 0.031109 | val_loss: 0.0311572 | Time: 1419.81 ms [2022-03-10 20:44:22 main:574] : INFO : Epoch 2030 | loss: 0.0311196 | val_loss: 0.0311686 | Time: 1170.21 ms [2022-03-10 20:44:23 main:574] : INFO : Epoch 2031 | loss: 0.0311181 | val_loss: 0.0311539 | Time: 1434.24 ms [2022-03-10 20:44:24 main:574] : INFO : Epoch 2032 | loss: 0.0311146 | val_loss: 0.0311592 | Time: 1142.53 ms [2022-03-10 20:44:26 main:574] : INFO : Epoch 2033 | loss: 0.0311162 | val_loss: 0.0311585 | Time: 1439.64 ms [2022-03-10 20:44:27 main:574] : INFO : Epoch 2034 | loss: 0.0311208 | val_loss: 0.0311597 | Time: 1476.93 ms [2022-03-10 20:44:29 main:574] : INFO : Epoch 2035 | loss: 0.0311181 | val_loss: 0.0311618 | Time: 1432.21 ms [2022-03-10 20:44:30 main:574] : INFO : Epoch 2036 | loss: 0.0311135 | val_loss: 0.0311649 | Time: 1170.75 ms [2022-03-10 20:44:31 main:574] : INFO : Epoch 2037 | loss: 0.0311096 | val_loss: 0.0311605 | Time: 1397.67 ms [2022-03-10 20:44:32 main:574] : INFO : Epoch 2038 | loss: 0.0311089 | val_loss: 0.0311601 | Time: 1233.25 ms [2022-03-10 20:44:34 main:574] : INFO : Epoch 2039 | loss: 0.0311101 | val_loss: 0.0311573 | Time: 1352.77 ms [2022-03-10 20:44:35 main:574] : INFO : Epoch 2040 | loss: 0.0311156 | val_loss: 0.0311562 | Time: 1247.78 ms [2022-03-10 20:44:36 main:574] : INFO : Epoch 2041 | loss: 0.0311189 | val_loss: 0.0311558 | Time: 1307.09 ms [2022-03-10 20:44:38 main:574] : INFO : Epoch 2042 | loss: 0.031115 | val_loss: 0.0311609 | Time: 1306.11 ms [2022-03-10 20:44:39 main:574] : INFO : Epoch 2043 | loss: 0.0311147 | val_loss: 0.0311611 | Time: 1272.37 ms [2022-03-10 20:44:40 main:574] : INFO : Epoch 2044 | loss: 0.0311143 | val_loss: 0.0311626 | Time: 1367.45 ms [2022-03-10 20:44:41 main:574] : INFO : Epoch 2045 | loss: 0.0311145 | val_loss: 0.0311622 | Time: 1216.1 ms [2022-03-10 20:44:43 main:574] : INFO : Epoch 2046 | loss: 0.0311239 | val_loss: 0.0311634 | Time: 1365.09 ms [2022-03-10 20:44:44 main:574] : INFO : Epoch 2047 | loss: 0.0311247 | val_loss: 0.031157 | Time: 1190.91 ms [2022-03-10 20:44:45 main:574] : INFO : Epoch 2048 | loss: 0.0311193 | val_loss: 0.0311604 | Time: 1420.73 ms [2022-03-10 20:44:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311604 [2022-03-10 20:44:45 main:603] : INFO : Saving end state to config to file [2022-03-10 20:44:45 main:608] : INFO : Success, exiting.. 20:44:46 (4208): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)