Task 11323616
| Name | ParityModified-1639954823-25135-2-0_1 |
| Workunit | 8131648 |
| Created | 3 Feb 2022, 10:17:21 UTC |
| Sent | 3 Feb 2022, 11:50:29 UTC |
| Report deadline | 11 Feb 2022, 11:50:29 UTC |
| Received | 4 Feb 2022, 1:50:50 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13353 |
| Run time | 50 min 7 sec |
| CPU time | 48 min 8 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 7,124.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 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: 0.0311383 | val_loss: 0.0311577 | Time: 1398.68 ms
[2022-02-03 19:38:00 main:574] : INFO : Epoch 1543 | loss: 0.031137 | val_loss: 0.0311668 | Time: 1410.82 ms
[2022-02-03 19:38:01 main:574] : INFO : Epoch 1544 | loss: 0.0311373 | val_loss: 0.031161 | Time: 1393.77 ms
[2022-02-03 19:38:02 main:574] : INFO : Epoch 1545 | loss: 0.0311349 | val_loss: 0.0311573 | Time: 1390.6 ms
[2022-02-03 19:38:04 main:574] : INFO : Epoch 1546 | loss: 0.0311339 | val_loss: 0.0311676 | Time: 1460.38 ms
[2022-02-03 19:38:05 main:574] : INFO : Epoch 1547 | loss: 0.0311381 | val_loss: 0.0311594 | Time: 1408.83 ms
[2022-02-03 19:38:07 main:574] : INFO : Epoch 1548 | loss: 0.0311414 | val_loss: 0.0311566 | Time: 1437.93 ms
[2022-02-03 19:38:08 main:574] : INFO : Epoch 1549 | loss: 0.0311387 | val_loss: 0.0311598 | Time: 1421.58 ms
[2022-02-03 19:38:10 main:574] : INFO : Epoch 1550 | loss: 0.0311374 | val_loss: 0.0311592 | Time: 1448.76 ms
[2022-02-03 19:38:11 main:574] : INFO : Epoch 1551 | loss: 0.0311357 | val_loss: 0.0311598 | Time: 1447.95 ms
[2022-02-03 19:38:13 main:574] : INFO : Epoch 1552 | loss: 0.0311355 | val_loss: 0.0311598 | Time: 1439.41 ms
[2022-02-03 19:38:14 main:574] : INFO : Epoch 1553 | loss: 0.0311372 | val_loss: 0.0311635 | Time: 1419.91 ms
[2022-02-03 19:38:16 main:574] : INFO : Epoch 1554 | loss: 0.0311397 | val_loss: 0.0311606 | Time: 1407.12 ms
[2022-02-03 19:38:17 main:574] : INFO : Epoch 1555 | loss: 0.0311361 | val_loss: 0.0311657 | Time: 1417.15 ms
[2022-02-03 19:38:19 main:574] : INFO : Epoch 1556 | loss: 0.0311354 | val_loss: 0.031161 | Time: 1416.91 ms
[2022-02-03 19:38:20 main:574] : INFO : Epoch 1557 | loss: 0.0311365 | val_loss: 0.0311642 | Time: 1390.55 ms
[2022-02-03 19:38:21 main:574] : INFO : Epoch 1558 | loss: 0.0311362 | val_loss: 0.0311634 | Time: 1417.55 ms
[2022-02-03 19:38:23 main:574] : INFO : Epoch 1559 | loss: 0.0311346 | val_loss: 0.03116 | Time: 1445.37 ms
[2022-02-03 19:38:24 main:574] : INFO : Epoch 1560 | loss: 0.0311346 | val_loss: 0.0311631 | Time: 1384.64 ms
[2022-02-03 19:38:26 main:574] : INFO : Epoch 1561 | loss: 0.0311361 | val_loss: 0.0311647 | Time: 1489.12 ms
[2022-02-03 19:38:27 main:574] : INFO : Epoch 1562 | loss: 0.0311364 | val_loss: 0.0311629 | Time: 1405.41 ms
[2022-02-03 19:38:29 main:574] : INFO : Epoch 1563 | loss: 0.0311319 | val_loss: 0.03116 | Time: 1421.81 ms
[2022-02-03 19:38:30 main:574] : INFO : Epoch 1564 | loss: 0.0311303 | val_loss: 0.0311606 | Time: 1415.23 ms
[2022-02-03 19:38:32 main:574] : INFO : Epoch 1565 | loss: 0.0311306 | val_loss: 0.0311609 | Time: 1469.79 ms
[2022-02-03 19:38:33 main:574] : INFO : Epoch 1566 | loss: 0.0311307 | val_loss: 0.0311652 | Time: 1416.34 ms
[2022-02-03 19:38:35 main:574] : INFO : Epoch 1567 | loss: 0.031132 | val_loss: 0.0311595 | Time: 1408.02 ms
[2022-02-03 19:38:36 main:574] : INFO : Epoch 1568 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 1448.31 ms
[2022-02-03 19:38:38 main:574] : INFO : Epoch 1569 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 1403.71 ms
[2022-02-03 19:38:39 main:574] : INFO : Epoch 1570 | loss: 0.0311445 | val_loss: 0.0311628 | Time: 1559.02 ms
[2022-02-03 19:38:41 main:574] : INFO : Epoch 1571 | loss: 0.0311465 | val_loss: 0.0311618 | Time: 1642.71 ms
[2022-02-03 19:38:42 main:574] : INFO : Epoch 1572 | loss: 0.031144 | val_loss: 0.0311688 | Time: 1392.34 ms
[2022-02-03 19:38:44 main:574] : INFO : Epoch 1573 | loss: 0.0311411 | val_loss: 0.0311569 | Time: 1431.72 ms
[2022-02-03 19:38:45 main:574] : INFO : Epoch 1574 | loss: 0.0311412 | val_loss: 0.0311609 | Time: 1378.59 ms
[2022-02-03 19:38:47 main:574] : INFO : Epoch 1575 | loss: 0.0311403 | val_loss: 0.0311585 | Time: 1349.71 ms
[2022-02-03 19:38:48 main:574] : INFO : Epoch 1576 | loss: 0.0311438 | val_loss: 0.0311591 | Time: 1400.08 ms
[2022-02-03 19:38:49 main:574] : INFO : Epoch 1577 | loss: 0.0311446 | val_loss: 0.0311619 | Time: 1419.87 ms
[2022-02-03 19:38:51 main:574] : INFO : Epoch 1578 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 1478.86 ms
[2022-02-03 19:38:52 main:574] : INFO : Epoch 1579 | loss: 0.0311464 | val_loss: 0.031168 | Time: 1402.86 ms
[2022-02-03 19:38:54 main:574] : INFO : Epoch 1580 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 1423.27 ms
[2022-02-03 19:38:55 main:574] : INFO : Epoch 1581 | loss: 0.0311603 | val_loss: 0.031165 | Time: 1385.07 ms
[2022-02-03 19:38:57 main:574] : INFO : Epoch 1582 | loss: 0.031153 | val_loss: 0.0311598 | Time: 1462.15 ms
[2022-02-03 19:38:58 main:574] : INFO : Epoch 1583 | loss: 0.0311486 | val_loss: 0.0311603 | Time: 1508.12 ms
[2022-02-03 19:39:00 main:574] : INFO : Epoch 1584 | loss: 0.0311472 | val_loss: 0.0311595 | Time: 1396.79 ms
[2022-02-03 19:39:01 main:574] : INFO : Epoch 1585 | loss: 0.0311457 | val_loss: 0.0311572 | Time: 1434.53 ms
[2022-02-03 19:39:03 main:574] : INFO : Epoch 1586 | loss: 0.0311455 | val_loss: 0.0311644 | Time: 1349.79 ms
[2022-02-03 19:39:04 main:574] : INFO : Epoch 1587 | loss: 0.031148 | val_loss: 0.0311618 | Time: 1466.99 ms
[2022-02-03 19:39:06 main:574] : INFO : Epoch 1588 | loss: 0.0311437 | val_loss: 0.0311609 | Time: 1395.71 ms
[2022-02-03 19:39:07 main:574] : INFO : Epoch 1589 | loss: 0.0311432 | val_loss: 0.0311567 | Time: 1408.71 ms
[2022-02-03 19:39:09 main:574] : INFO : Epoch 1590 | loss: 0.0311415 | val_loss: 0.031161 | Time: 1426.64 ms
[2022-02-03 19:39:10 main:574] : INFO : Epoch 1591 | loss: 0.0311422 | val_loss: 0.0311579 | Time: 1440.07 ms
[2022-02-03 19:39:11 main:574] : INFO : Epoch 1592 | loss: 0.0311393 | val_loss: 0.0311583 | Time: 1398.9 ms
[2022-02-03 19:39:13 main:574] : INFO : Epoch 1593 | loss: 0.0311398 | val_loss: 0.0311618 | Time: 1391.22 ms
[2022-02-03 19:39:14 main:574] : INFO : Epoch 1594 | loss: 0.0311426 | val_loss: 0.031164 | Time: 1416.19 ms
[2022-02-03 19:39:16 main:574] : INFO : Epoch 1595 | loss: 0.0311443 | val_loss: 0.031158 | Time: 1521.11 ms
[2022-02-03 19:39:17 main:574] : INFO : Epoch 1596 | loss: 0.0311428 | val_loss: 0.0311578 | Time: 1422.36 ms
[2022-02-03 19:39:19 main:574] : INFO : Epoch 1597 | loss: 0.0311405 | val_loss: 0.0311574 | Time: 1416.33 ms
[2022-02-03 19:39:20 main:574] : INFO : Epoch 1598 | loss: 0.0311396 | val_loss: 0.0311599 | Time: 1434.93 ms
[2022-02-03 19:39:22 main:574] : INFO : Epoch 1599 | loss: 0.0311389 | val_loss: 0.0311635 | Time: 1403.71 ms
[2022-02-03 19:39:23 main:574] : INFO : Epoch 1600 | loss: 0.0311377 | val_loss: 0.0311605 | Time: 1442.3 ms
[2022-02-03 19:39:25 main:574] : INFO : Epoch 1601 | loss: 0.0311384 | val_loss: 0.0311595 | Time: 1474.4 ms
[2022-02-03 19:39:26 main:574] : INFO : Epoch 1602 | loss: 0.0311369 | val_loss: 0.0311596 | Time: 1477.09 ms
[2022-02-03 19:39:28 main:574] : INFO : Epoch 1603 | loss: 0.031139 | val_loss: 0.03116 | Time: 1426.54 ms
[2022-02-03 19:39:29 main:574] : INFO : Epoch 1604 | loss: 0.0311369 | val_loss: 0.0311638 | Time: 1423.55 ms
[2022-02-03 19:39:31 main:574] : INFO : Epoch 1605 | loss: 0.0311358 | val_loss: 0.0311601 | Time: 1445.73 ms
[2022-02-03 19:39:32 main:574] : INFO : Epoch 1606 | loss: 0.0311364 | val_loss: 0.0311596 | Time: 1438.94 ms
[2022-02-03 19:39:34 main:574] : INFO : Epoch 1607 | loss: 0.0311358 | val_loss: 0.0311629 | Time: 1331.38 ms
[2022-02-03 19:39:35 main:574] : INFO : Epoch 1608 | loss: 0.0311345 | val_loss: 0.0311581 | Time: 1512.99 ms
[2022-02-03 19:39:37 main:574] : INFO : Epoch 1609 | loss: 0.0311337 | val_loss: 0.0311599 | Time: 1489.14 ms
[2022-02-03 19:39:38 main:574] : INFO : Epoch 1610 | loss: 0.0311341 | val_loss: 0.0311591 | Time: 1410.71 ms
[2022-02-03 19:39:40 main:574] : INFO : Epoch 1611 | loss: 0.0311347 | val_loss: 0.0311629 | Time: 1356.79 ms
[2022-02-03 19:39:41 main:574] : INFO : Epoch 1612 | loss: 0.0311411 | val_loss: 0.031164 | Time: 1400.66 ms
[2022-02-03 19:39:42 main:574] : INFO : Epoch 1613 | loss: 0.0311401 | val_loss: 0.0311609 | Time: 1377.93 ms
[2022-02-03 19:39:44 main:574] : INFO : Epoch 1614 | loss: 0.0311386 | val_loss: 0.0311655 | Time: 1410.04 ms
[2022-02-03 19:39:45 main:574] : INFO : Epoch 1615 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 1438.27 ms
[2022-02-03 19:39:47 main:574] : INFO : Epoch 1616 | loss: 0.0311342 | val_loss: 0.0311615 | Time: 1468.76 ms
[2022-02-03 19:39:48 main:574] : INFO : Epoch 1617 | loss: 0.0311328 | val_loss: 0.0311585 | Time: 1382.79 ms
[2022-02-03 19:39:50 main:574] : INFO : Epoch 1618 | loss: 0.0311337 | val_loss: 0.031163 | Time: 1446.52 ms
[2022-02-03 19:39:51 main:574] : INFO : Epoch 1619 | loss: 0.0311316 | val_loss: 0.0311591 | Time: 1381.66 ms
[2022-02-03 19:39:53 main:574] : INFO : Epoch 1620 | loss: 0.0311333 | val_loss: 0.0311605 | Time: 1324.68 ms
[2022-02-03 19:39:54 main:574] : INFO : Epoch 1621 | loss: 0.0311322 | val_loss: 0.031157 | Time: 1481.66 ms
[2022-02-03 19:39:56 main:574] : INFO : Epoch 1622 | loss: 0.031133 | val_loss: 0.0311581 | Time: 1442.74 ms
[2022-02-03 19:39:57 main:574] : INFO : Epoch 1623 | loss: 0.0311336 | val_loss: 0.0311633 | Time: 1453.05 ms
[2022-02-03 19:39:59 main:574] : INFO : Epoch 1624 | loss: 0.0311323 | val_loss: 0.0311611 | Time: 1487.24 ms
[2022-02-03 19:40:00 main:574] : INFO : Epoch 1625 | loss: 0.0311322 | val_loss: 0.0311612 | Time: 1432.3 ms
[2022-02-03 19:40:01 main:574] : INFO : Epoch 1626 | loss: 0.031135 | val_loss: 0.031157 | Time: 1396.07 ms
[2022-02-03 19:40:03 main:574] : INFO : Epoch 1627 | loss: 0.0311337 | val_loss: 0.0311573 | Time: 1467.95 ms
[2022-02-03 19:40:04 main:574] : INFO : Epoch 1628 | loss: 0.0311375 | val_loss: 0.0311615 | Time: 1408.5 ms
[2022-02-03 19:40:06 main:574] : INFO : Epoch 1629 | loss: 0.0311365 | val_loss: 0.0311576 | Time: 1378.16 ms
[2022-02-03 19:40:07 main:574] : INFO : Epoch 1630 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 1417.65 ms
[2022-02-03 19:40:09 main:574] : INFO : Epoch 1631 | loss: 0.0311349 | val_loss: 0.0311581 | Time: 1380.64 ms
[2022-02-03 19:40:10 main:574] : INFO : Epoch 1632 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 1409.49 ms
[2022-02-03 19:40:12 main:574] : INFO : Epoch 1633 | loss: 0.0311354 | val_loss: 0.0311574 | Time: 1386.27 ms
[2022-02-03 19:40:13 main:574] : INFO : Epoch 1634 | loss: 0.0311371 | val_loss: 0.0311703 | Time: 1400.54 ms
[2022-02-03 19:40:14 main:574] : INFO : Epoch 1635 | loss: 0.0311361 | val_loss: 0.0311612 | Time: 1375.52 ms
[2022-02-03 19:40:16 main:574] : INFO : Epoch 1636 | loss: 0.0311338 | val_loss: 0.0311613 | Time: 1520.81 ms
[2022-02-03 19:40:17 main:574] : INFO : Epoch 1637 | loss: 0.0311335 | val_loss: 0.0311578 | Time: 1418.74 ms
[2022-02-03 19:40:19 main:574] : INFO : Epoch 1638 | loss: 0.0311361 | val_loss: 0.03116 | Time: 1428.76 ms
[2022-02-03 19:40:20 main:574] : INFO : Epoch 1639 | loss: 0.0311358 | val_loss: 0.0311574 | Time: 1420.67 ms
[2022-02-03 19:40:22 main:574] : INFO : Epoch 1640 | loss: 0.0311369 | val_loss: 0.0311604 | Time: 1436.37 ms
[2022-02-03 19:40:23 main:574] : INFO : Epoch 1641 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 1411.78 ms
[2022-02-03 19:40:25 main:574] : INFO : Epoch 1642 | loss: 0.0311347 | val_loss: 0.0311627 | Time: 1405.63 ms
[2022-02-03 19:40:26 main:574] : INFO : Epoch 1643 | loss: 0.0311342 | val_loss: 0.0311584 | Time: 1500.33 ms
[2022-02-03 19:40:28 main:574] : INFO : Epoch 1644 | loss: 0.0311338 | val_loss: 0.0311604 | Time: 1362.26 ms
[2022-02-03 19:40:29 main:574] : INFO : Epoch 1645 | loss: 0.0311336 | val_loss: 0.0311605 | Time: 1413.04 ms
[2022-02-03 19:40:31 main:574] : INFO : Epoch 1646 | loss: 0.0311349 | val_loss: 0.0311613 | Time: 1407.42 ms
[2022-02-03 19:40:32 main:574] : INFO : Epoch 1647 | loss: 0.031135 | val_loss: 0.0311579 | Time: 1372.01 ms
[2022-02-03 19:40:33 main:574] : INFO : Epoch 1648 | loss: 0.0311358 | val_loss: 0.0311604 | Time: 1400.5 ms
[2022-02-03 19:40:35 main:574] : INFO : Epoch 1649 | loss: 0.0311332 | val_loss: 0.0311607 | Time: 1463.85 ms
[2022-02-03 19:40:36 main:574] : INFO : Epoch 1650 | loss: 0.0311329 | val_loss: 0.0311599 | Time: 1484.16 ms
[2022-02-03 19:40:38 main:574] : INFO : Epoch 1651 | loss: 0.0311326 | val_loss: 0.0311603 | Time: 1348.22 ms
[2022-02-03 19:40:39 main:574] : INFO : Epoch 1652 | loss: 0.0311324 | val_loss: 0.0311576 | Time: 1425.96 ms
[2022-02-03 19:40:41 main:574] : INFO : Epoch 1653 | loss: 0.0311337 | val_loss: 0.0311599 | Time: 1370.59 ms
[2022-02-03 19:40:42 main:574] : INFO : Epoch 1654 | loss: 0.0311347 | val_loss: 0.0311576 | Time: 1437.61 ms
[2022-02-03 19:40:44 main:574] : INFO : Epoch 1655 | loss: 0.0311365 | val_loss: 0.0311611 | Time: 1418.94 ms
[2022-02-03 19:40:45 main:574] : INFO : Epoch 1656 | loss: 0.0311349 | val_loss: 0.0311544 | Time: 1397.37 ms
[2022-02-03 19:40:47 main:574] : INFO : Epoch 1657 | loss: 0.031134 | val_loss: 0.0311586 | Time: 1380.26 ms
[2022-02-03 19:40:48 main:574] : INFO : Epoch 1658 | loss: 0.0311318 | val_loss: 0.0311566 | Time: 1360.51 ms
[2022-02-03 19:40:49 main:574] : INFO : Epoch 1659 | loss: 0.0311329 | val_loss: 0.0311577 | Time: 1388.38 ms
[2022-02-03 19:40:51 main:574] : INFO : Epoch 1660 | loss: 0.0311331 | val_loss: 0.0311609 | Time: 1384.2 ms
[2022-02-03 19:40:52 main:574] : INFO : Epoch 1661 | loss: 0.0311346 | val_loss: 0.0311587 | Time: 1435.34 ms
[2022-02-03 19:40:54 main:574] : INFO : Epoch 1662 | loss: 0.0311318 | val_loss: 0.0311547 | Time: 1366.53 ms
[2022-02-03 19:40:55 main:574] : INFO : Epoch 1663 | loss: 0.0311316 | val_loss: 0.0311568 | Time: 1393.05 ms
[2022-02-03 19:40:57 main:574] : INFO : Epoch 1664 | loss: 0.031135 | val_loss: 0.0311609 | Time: 1466.26 ms
[2022-02-03 19:40:58 main:574] : INFO : Epoch 1665 | loss: 0.0311332 | val_loss: 0.0311587 | Time: 1374.61 ms
[2022-02-03 19:41:00 main:574] : INFO : Epoch 1666 | loss: 0.0311314 | val_loss: 0.0311595 | Time: 1418.06 ms
[2022-02-03 19:41:01 main:574] : INFO : Epoch 1667 | loss: 0.031132 | val_loss: 0.0311542 | Time: 1405.42 ms
[2022-02-03 19:41:02 main:574] : INFO : Epoch 1668 | loss: 0.0311327 | val_loss: 0.0311541 | Time: 1388.36 ms
[2022-02-03 19:41:04 main:574] : INFO : Epoch 1669 | loss: 0.0311331 | val_loss: 0.0311559 | Time: 1358.33 ms
[2022-02-03 19:41:05 main:574] : INFO : Epoch 1670 | loss: 0.0311311 | val_loss: 0.0311548 | Time: 1421.31 ms
[2022-02-03 19:41:07 main:574] : INFO : Epoch 1671 | loss: 0.031132 | val_loss: 0.0311616 | Time: 1489.36 ms
[2022-02-03 19:41:08 main:574] : INFO : Epoch 1672 | loss: 0.0311325 | val_loss: 0.0311547 | Time: 1427.57 ms
[2022-02-03 19:41:10 main:574] : INFO : Epoch 1673 | loss: 0.0311303 | val_loss: 0.0311561 | Time: 1386.8 ms
[2022-02-03 19:41:11 main:574] : INFO : Epoch 1674 | loss: 0.0311358 | val_loss: 0.0311541 | Time: 1420.64 ms
[2022-02-03 19:41:13 main:574] : INFO : Epoch 1675 | loss: 0.0311364 | val_loss: 0.031157 | Time: 1397.71 ms
[2022-02-03 19:41:14 main:574] : INFO : Epoch 1676 | loss: 0.0311323 | val_loss: 0.0311561 | Time: 1386.16 ms
[2022-02-03 19:41:16 main:574] : INFO : Epoch 1677 | loss: 0.0311384 | val_loss: 0.0311731 | Time: 1417.56 ms
[2022-02-03 19:41:17 main:574] : INFO : Epoch 1678 | loss: 0.0311344 | val_loss: 0.0311557 | Time: 1387 ms
[2022-02-03 19:41:18 main:574] : INFO : Epoch 1679 | loss: 0.0311322 | val_loss: 0.0311549 | Time: 1402.22 ms
[2022-02-03 19:41:20 main:574] : INFO : Epoch 1680 | loss: 0.0311297 | val_loss: 0.0311563 | Time: 1475.61 ms
[2022-02-03 19:41:21 main:574] : INFO : Epoch 1681 | loss: 0.031129 | val_loss: 0.0311584 | Time: 1491.24 ms
[2022-02-03 19:41:23 main:574] : INFO : Epoch 1682 | loss: 0.0311325 | val_loss: 0.0311566 | Time: 1483.27 ms
[2022-02-03 19:41:24 main:574] : INFO : Epoch 1683 | loss: 0.0311316 | val_loss: 0.0311612 | Time: 1445.2 ms
[2022-02-03 19:41:26 main:574] : INFO : Epoch 1684 | loss: 0.0311307 | val_loss: 0.031162 | Time: 1365.33 ms
[2022-02-03 19:41:27 main:574] : INFO : Epoch 1685 | loss: 0.0311296 | val_loss: 0.0311549 | Time: 1405.29 ms
[2022-02-03 19:41:29 main:574] : INFO : Epoch 1686 | loss: 0.0311341 | val_loss: 0.0311565 | Time: 1382.38 ms
[2022-02-03 19:41:30 main:574] : INFO : Epoch 1687 | loss: 0.0311312 | val_loss: 0.0311566 | Time: 1370.32 ms
[2022-02-03 19:41:32 main:574] : INFO : Epoch 1688 | loss: 0.0311317 | val_loss: 0.0311638 | Time: 1395.63 ms
[2022-02-03 19:41:33 main:574] : INFO : Epoch 1689 | loss: 0.0311311 | val_loss: 0.0311609 | Time: 1492.96 ms
[2022-02-03 19:41:35 main:574] : INFO : Epoch 1690 | loss: 0.0311281 | val_loss: 0.031157 | Time: 1412.39 ms
[2022-02-03 19:41:36 main:574] : INFO : Epoch 1691 | loss: 0.0311301 | val_loss: 0.0311552 | Time: 1396.39 ms
[2022-02-03 19:41:37 main:574] : INFO : Epoch 1692 | loss: 0.0311272 | val_loss: 0.0311555 | Time: 1438.79 ms
[2022-02-03 19:41:39 main:574] : INFO : Epoch 1693 | loss: 0.0311264 | val_loss: 0.0311598 | Time: 1462.28 ms
[2022-02-03 19:41:40 main:574] : INFO : Epoch 1694 | loss: 0.0311285 | val_loss: 0.0311579 | Time: 1356.14 ms
[2022-02-03 19:41:42 main:574] : INFO : Epoch 1695 | loss: 0.0311326 | val_loss: 0.03116 | Time: 1417.88 ms
[2022-02-03 19:41:43 main:574] : INFO : Epoch 1696 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 1418.19 ms
[2022-02-03 19:41:45 main:574] : INFO : Epoch 1697 | loss: 0.0311382 | val_loss: 0.031168 | Time: 1462.02 ms
[2022-02-03 19:41:46 main:574] : INFO : Epoch 1698 | loss: 0.0311359 | val_loss: 0.0311585 | Time: 1437.95 ms
[2022-02-03 19:41:48 main:574] : INFO : Epoch 1699 | loss: 0.0311348 | val_loss: 0.0311595 | Time: 1395.39 ms
[2022-02-03 19:41:49 main:574] : INFO : Epoch 1700 | loss: 0.031132 | val_loss: 0.0311589 | Time: 1422.87 ms
[2022-02-03 19:41:51 main:574] : INFO : Epoch 1701 | loss: 0.0311341 | val_loss: 0.0311579 | Time: 1392.28 ms
[2022-02-03 19:41:52 main:574] : INFO : Epoch 1702 | loss: 0.0311366 | val_loss: 0.0311577 | Time: 1410.56 ms
[2022-02-03 19:41:53 main:574] : INFO : Epoch 1703 | loss: 0.0311386 | val_loss: 0.0311623 | Time: 1420.22 ms
[2022-02-03 19:41:55 main:574] : INFO : Epoch 1704 | loss: 0.031135 | val_loss: 0.0311594 | Time: 1443.85 ms
[2022-02-03 19:41:56 main:574] : INFO : Epoch 1705 | loss: 0.031135 | val_loss: 0.0311547 | Time: 1433.49 ms
[2022-02-03 19:41:58 main:574] : INFO : Epoch 1706 | loss: 0.0311325 | val_loss: 0.0311604 | Time: 1474.48 ms
[2022-02-03 19:41:59 main:574] : INFO : Epoch 1707 | loss: 0.0311308 | val_loss: 0.0311568 | Time: 1409.75 ms
[2022-02-03 19:42:01 main:574] : INFO : Epoch 1708 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 1470.87 ms
[2022-02-03 19:42:02 main:574] : INFO : Epoch 1709 | loss: 0.0311308 | val_loss: 0.0311586 | Time: 1458.81 ms
[2022-02-03 19:42:04 main:574] : INFO : Epoch 1710 | loss: 0.0311317 | val_loss: 0.0311632 | Time: 1400.5 ms
[2022-02-03 19:42:05 main:574] : INFO : Epoch 1711 | loss: 0.031132 | val_loss: 0.0311595 | Time: 1419.06 ms
[2022-02-03 19:42:07 main:574] : INFO : Epoch 1712 | loss: 0.0311282 | val_loss: 0.03116 | Time: 1434.19 ms
[2022-02-03 19:42:08 main:574] : INFO : Epoch 1713 | loss: 0.0311335 | val_loss: 0.0311657 | Time: 1372.4 ms
[2022-02-03 19:42:10 main:574] : INFO : Epoch 1714 | loss: 0.0311321 | val_loss: 0.0311589 | Time: 1352.2 ms
[2022-02-03 19:42:11 main:574] : INFO : Epoch 1715 | loss: 0.0311304 | val_loss: 0.0311625 | Time: 1444.4 ms
[2022-02-03 19:42:12 main:574] : INFO : Epoch 1716 | loss: 0.0311298 | val_loss: 0.0311568 | Time: 1357.82 ms
[2022-02-03 19:42:14 main:574] : INFO : Epoch 1717 | loss: 0.0311286 | val_loss: 0.0311592 | Time: 1475.92 ms
[2022-02-03 19:42:15 main:574] : INFO : Epoch 1718 | loss: 0.031132 | val_loss: 0.0311675 | Time: 1429.03 ms
[2022-02-03 19:42:17 main:574] : INFO : Epoch 1719 | loss: 0.0311362 | val_loss: 0.0311637 | Time: 1382.41 ms
[2022-02-03 19:42:18 main:574] : INFO : Epoch 1720 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 1484.73 ms
[2022-02-03 19:42:20 main:574] : INFO : Epoch 1721 | loss: 0.0311349 | val_loss: 0.0311584 | Time: 1391.79 ms
[2022-02-03 19:42:21 main:574] : INFO : Epoch 1722 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 1394.58 ms
[2022-02-03 19:42:23 main:574] : INFO : Epoch 1723 | loss: 0.0311327 | val_loss: 0.0311539 | Time: 1466.74 ms
[2022-02-03 19:42:24 main:574] : INFO : Epoch 1724 | loss: 0.0311325 | val_loss: 0.0311578 | Time: 1396.35 ms
[2022-02-03 19:42:26 main:574] : INFO : Epoch 1725 | loss: 0.0311283 | val_loss: 0.0311532 | Time: 1377.53 ms
[2022-02-03 19:42:27 main:574] : INFO : Epoch 1726 | loss: 0.0311302 | val_loss: 0.0311587 | Time: 1337.84 ms
[2022-02-03 19:42:28 main:574] : INFO : Epoch 1727 | loss: 0.0311331 | val_loss: 0.0311606 | Time: 1455.86 ms
[2022-02-03 19:42:30 main:574] : INFO : Epoch 1728 | loss: 0.0311303 | val_loss: 0.0311582 | Time: 1413.54 ms
[2022-02-03 19:42:31 main:574] : INFO : Epoch 1729 | loss: 0.0311314 | val_loss: 0.0311596 | Time: 1391.44 ms
[2022-02-03 19:42:33 main:574] : INFO : Epoch 1730 | loss: 0.0311332 | val_loss: 0.0311524 | Time: 1461.63 ms
[2022-02-03 19:42:34 main:574] : INFO : Epoch 1731 | loss: 0.0311323 | val_loss: 0.0311619 | Time: 1401.13 ms
[2022-02-03 19:42:36 main:574] : INFO : Epoch 1732 | loss: 0.0311329 | val_loss: 0.0311527 | Time: 1359.4 ms
[2022-02-03 19:42:37 main:574] : INFO : Epoch 1733 | loss: 0.0311314 | val_loss: 0.0311543 | Time: 1386.41 ms
[2022-02-03 19:42:39 main:574] : INFO : Epoch 1734 | loss: 0.0311289 | val_loss: 0.0311563 | Time: 1431.73 ms
[2022-02-03 19:42:40 main:574] : INFO : Epoch 1735 | loss: 0.0311279 | val_loss: 0.0311561 | Time: 1420.5 ms
[2022-02-03 19:42:42 main:574] : INFO : Epoch 1736 | loss: 0.0311271 | val_loss: 0.0311537 | Time: 1544.46 ms
[2022-02-03 19:42:43 main:574] : INFO : Epoch 1737 | loss: 0.0311278 | val_loss: 0.0311578 | Time: 1391.86 ms
[2022-02-03 19:42:45 main:574] : INFO : Epoch 1738 | loss: 0.031127 | val_loss: 0.0311575 | Time: 1375.08 ms
[2022-02-03 19:42:46 main:574] : INFO : Epoch 1739 | loss: 0.0311313 | val_loss: 0.0311537 | Time: 1465.9 ms
[2022-02-03 19:42:47 main:574] : INFO : Epoch 1740 | loss: 0.0311296 | val_loss: 0.0311546 | Time: 1403.88 ms
[2022-02-03 19:42:49 main:574] : INFO : Epoch 1741 | loss: 0.0311294 | val_loss: 0.0311566 | Time: 1432.38 ms
[2022-02-03 19:42:50 main:574] : INFO : Epoch 1742 | loss: 0.0311279 | val_loss: 0.0311567 | Time: 1376.44 ms
[2022-02-03 19:42:52 main:574] : INFO : Epoch 1743 | loss: 0.0311289 | val_loss: 0.0311562 | Time: 1374.3 ms
[2022-02-03 19:42:53 main:574] : INFO : Epoch 1744 | loss: 0.0311272 | val_loss: 0.0311602 | Time: 1374.4 ms
[2022-02-03 19:42:55 main:574] : INFO : Epoch 1745 | loss: 0.0311308 | val_loss: 0.031158 | Time: 1492.74 ms
[2022-02-03 19:42:56 main:574] : INFO : Epoch 1746 | loss: 0.0311303 | val_loss: 0.0311593 | Time: 1434.24 ms
[2022-02-03 19:42:58 main:574] : INFO : Epoch 1747 | loss: 0.0311275 | val_loss: 0.0311673 | Time: 1396.87 ms
[2022-02-03 19:42:59 main:574] : INFO : Epoch 1748 | loss: 0.0311322 | val_loss: 0.0311649 | Time: 1400.5 ms
[2022-02-03 19:43:00 main:574] : INFO : Epoch 1749 | loss: 0.0311273 | val_loss: 0.0311587 | Time: 1382.54 ms
[2022-02-03 19:43:02 main:574] : INFO : Epoch 1750 | loss: 0.0311249 | val_loss: 0.0311598 | Time: 1379.64 ms
[2022-02-03 19:43:03 main:574] : INFO : Epoch 1751 | loss: 0.0311242 | val_loss: 0.0311576 | Time: 1414.11 ms
[2022-02-03 19:43:05 main:574] : INFO : Epoch 1752 | loss: 0.0311288 | val_loss: 0.0311582 | Time: 1428.15 ms
[2022-02-03 19:43:06 main:574] : INFO : Epoch 1753 | loss: 0.0311297 | val_loss: 0.0311592 | Time: 1399.01 ms
[2022-02-03 19:43:08 main:574] : INFO : Epoch 1754 | loss: 0.0311269 | val_loss: 0.0311628 | Time: 1416.81 ms
[2022-02-03 19:43:09 main:574] : INFO : Epoch 1755 | loss: 0.0311282 | val_loss: 0.0311589 | Time: 1388.24 ms
[2022-02-03 19:43:11 main:574] : INFO : Epoch 1756 | loss: 0.031126 | val_loss: 0.0311617 | Time: 1394.01 ms
[2022-02-03 19:43:12 main:574] : INFO : Epoch 1757 | loss: 0.0311273 | val_loss: 0.0311585 | Time: 1437.42 ms
[2022-02-03 19:43:14 main:574] : INFO : Epoch 1758 | loss: 0.0311286 | val_loss: 0.0311609 | Time: 1424.9 ms
[2022-02-03 19:43:15 main:574] : INFO : Epoch 1759 | loss: 0.0311273 | val_loss: 0.0311626 | Time: 1410.25 ms
[2022-02-03 19:43:16 main:574] : INFO : Epoch 1760 | loss: 0.0311297 | val_loss: 0.0311577 | Time: 1420.75 ms
[2022-02-03 19:43:18 main:574] : INFO : Epoch 1761 | loss: 0.031128 | val_loss: 0.0311674 | Time: 1493.04 ms
[2022-02-03 19:43:19 main:574] : INFO : Epoch 1762 | loss: 0.0311256 | val_loss: 0.0311639 | Time: 1380.37 ms
[2022-02-03 19:43:21 main:574] : INFO : Epoch 1763 | loss: 0.0311232 | val_loss: 0.031159 | Time: 1419.26 ms
[2022-02-03 19:43:22 main:574] : INFO : Epoch 1764 | loss: 0.0311233 | val_loss: 0.0311554 | Time: 1342.6 ms
[2022-02-03 19:43:24 main:574] : INFO : Epoch 1765 | loss: 0.0311242 | val_loss: 0.0311583 | Time: 1431.35 ms
[2022-02-03 19:43:25 main:574] : INFO : Epoch 1766 | loss: 0.0311277 | val_loss: 0.0311627 | Time: 1392.51 ms
[2022-02-03 19:43:27 main:574] : INFO : Epoch 1767 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 1430.68 ms
[2022-02-03 19:43:28 main:574] : INFO : Epoch 1768 | loss: 0.0311384 | val_loss: 0.031157 | Time: 1407.7 ms
[2022-02-03 19:43:29 main:574] : INFO : Epoch 1769 | loss: 0.0311352 | val_loss: 0.0311585 | Time: 1387.39 ms
[2022-02-03 19:43:31 main:574] : INFO : Epoch 1770 | loss: 0.0311354 | val_loss: 0.0311539 | Time: 1369.11 ms
[2022-02-03 19:43:32 main:574] : INFO : Epoch 1771 | loss: 0.0311329 | val_loss: 0.0311523 | Time: 1453.43 ms
[2022-02-03 19:43:34 main:574] : INFO : Epoch 1772 | loss: 0.0311339 | val_loss: 0.0311667 | Time: 1395.28 ms
[2022-02-03 19:43:35 main:574] : INFO : Epoch 1773 | loss: 0.0311318 | val_loss: 0.0311593 | Time: 1486.67 ms
[2022-02-03 19:43:37 main:574] : INFO : Epoch 1774 | loss: 0.0311377 | val_loss: 0.0311579 | Time: 1358.77 ms
[2022-02-03 19:43:38 main:574] : INFO : Epoch 1775 | loss: 0.0311315 | val_loss: 0.0311544 | Time: 1398.68 ms
[2022-02-03 19:43:40 main:574] : INFO : Epoch 1776 | loss: 0.0311303 | val_loss: 0.0311542 | Time: 1372.29 ms
[2022-02-03 19:43:41 main:574] : INFO : Epoch 1777 | loss: 0.0311285 | val_loss: 0.0311567 | Time: 1388.94 ms
[2022-02-03 19:43:43 main:574] : INFO : Epoch 1778 | loss: 0.0311293 | val_loss: 0.0311649 | Time: 1475.21 ms
[2022-02-03 19:43:44 main:574] : INFO : Epoch 1779 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 1472.53 ms
[2022-02-03 19:43:45 main:574] : INFO : Epoch 1780 | loss: 0.0311405 | val_loss: 0.0311568 | Time: 1399.36 ms
[2022-02-03 19:43:47 main:574] : INFO : Epoch 1781 | loss: 0.0311401 | val_loss: 0.0311565 | Time: 1420.29 ms
[2022-02-03 19:43:48 main:574] : INFO : Epoch 1782 | loss: 0.0311507 | val_loss: 0.031165 | Time: 1470.31 ms
[2022-02-03 19:43:50 main:574] : INFO : Epoch 1783 | loss: 0.0311494 | val_loss: 0.0311583 | Time: 1441.08 ms
[2022-02-03 19:43:52 main:574] : INFO : Epoch 1784 | loss: 0.0311462 | val_loss: 0.031159 | Time: 1433.92 ms
[2022-02-03 19:43:53 main:574] : INFO : Epoch 1785 | loss: 0.031144 | val_loss: 0.0311569 | Time: 1440.72 ms
[2022-02-03 19:43:54 main:574] : INFO : Epoch 1786 | loss: 0.031142 | val_loss: 0.0311557 | Time: 1434.74 ms
[2022-02-03 19:43:56 main:574] : INFO : Epoch 1787 | loss: 0.0311436 | val_loss: 0.031163 | Time: 1438.1 ms
[2022-02-03 19:43:57 main:574] : INFO : Epoch 1788 | loss: 0.0311416 | val_loss: 0.0311553 | Time: 1409.66 ms
[2022-02-03 19:43:59 main:574] : INFO : Epoch 1789 | loss: 0.0311446 | val_loss: 0.0311584 | Time: 1404.67 ms
[2022-02-03 19:44:00 main:574] : INFO : Epoch 1790 | loss: 0.0311392 | val_loss: 0.031152 | Time: 1448.31 ms
[2022-02-03 19:44:02 main:574] : INFO : Epoch 1791 | loss: 0.0311386 | val_loss: 0.0311562 | Time: 1434.22 ms
[2022-02-03 19:44:03 main:574] : INFO : Epoch 1792 | loss: 0.0311408 | val_loss: 0.0311527 | Time: 1449.5 ms
[2022-02-03 19:44:05 main:574] : INFO : Epoch 1793 | loss: 0.0311382 | val_loss: 0.0311515 | Time: 1430.28 ms
[2022-02-03 19:44:06 main:574] : INFO : Epoch 1794 | loss: 0.0311377 | val_loss: 0.031158 | Time: 1425.34 ms
[2022-02-03 19:44:08 main:574] : INFO : Epoch 1795 | loss: 0.0311366 | val_loss: 0.0311565 | Time: 1419.48 ms
[2022-02-03 19:44:09 main:574] : INFO : Epoch 1796 | loss: 0.0311341 | val_loss: 0.0311545 | Time: 1443.92 ms
[2022-02-03 19:44:11 main:574] : INFO : Epoch 1797 | loss: 0.0311332 | val_loss: 0.0311547 | Time: 1434.15 ms
[2022-02-03 19:44:12 main:574] : INFO : Epoch 1798 | loss: 0.0311327 | val_loss: 0.0311557 | Time: 1451.97 ms
[2022-02-03 19:44:14 main:574] : INFO : Epoch 1799 | loss: 0.0311322 | val_loss: 0.0311586 | Time: 1467.33 ms
[2022-02-03 19:44:15 main:574] : INFO : Epoch 1800 | loss: 0.031132 | val_loss: 0.031158 | Time: 1411.71 ms
[2022-02-03 19:44:17 main:574] : INFO : Epoch 1801 | loss: 0.0311321 | val_loss: 0.0311603 | Time: 1396.78 ms
[2022-02-03 19:44:18 main:574] : INFO : Epoch 1802 | loss: 0.0311326 | val_loss: 0.0311585 | Time: 1408.28 ms
[2022-02-03 19:44:19 main:574] : INFO : Epoch 1803 | loss: 0.0311347 | val_loss: 0.0311546 | Time: 1454.81 ms
[2022-02-03 19:44:21 main:574] : INFO : Epoch 1804 | loss: 0.0311334 | val_loss: 0.0311547 | Time: 1484.95 ms
[2022-02-03 19:44:22 main:574] : INFO : Epoch 1805 | loss: 0.0311316 | val_loss: 0.0311532 | Time: 1406.05 ms
[2022-02-03 19:44:24 main:574] : INFO : Epoch 1806 | loss: 0.0311306 | val_loss: 0.0311626 | Time: 1445.18 ms
[2022-02-03 19:44:25 main:574] : INFO : Epoch 1807 | loss: 0.0311309 | val_loss: 0.0311561 | Time: 1474.26 ms
[2022-02-03 19:44:27 main:574] : INFO : Epoch 1808 | loss: 0.0311308 | val_loss: 0.0311623 | Time: 1426.24 ms
[2022-02-03 19:44:28 main:574] : INFO : Epoch 1809 | loss: 0.0311322 | val_loss: 0.0311618 | Time: 1419.88 ms
[2022-02-03 19:44:30 main:574] : INFO : Epoch 1810 | loss: 0.0311306 | val_loss: 0.031155 | Time: 1398.24 ms
[2022-02-03 19:44:31 main:574] : INFO : Epoch 1811 | loss: 0.0311344 | val_loss: 0.0311539 | Time: 1460.88 ms
[2022-02-03 19:44:33 main:574] : INFO : Epoch 1812 | loss: 0.0311312 | val_loss: 0.0311546 | Time: 1392.88 ms
[2022-02-03 19:44:34 main:574] : INFO : Epoch 1813 | loss: 0.0311325 | val_loss: 0.0311583 | Time: 1352.99 ms
[2022-02-03 19:44:36 main:574] : INFO : Epoch 1814 | loss: 0.031131 | val_loss: 0.0311559 | Time: 1453.97 ms
[2022-02-03 19:44:37 main:574] : INFO : Epoch 1815 | loss: 0.031132 | val_loss: 0.0311531 | Time: 1435.6 ms
[2022-02-03 19:44:39 main:574] : INFO : Epoch 1816 | loss: 0.0311286 | val_loss: 0.0311574 | Time: 1434.4 ms
[2022-02-03 19:44:40 main:574] : INFO : Epoch 1817 | loss: 0.0311281 | val_loss: 0.0311548 | Time: 1416.79 ms
[2022-02-03 19:44:41 main:574] : INFO : Epoch 1818 | loss: 0.0311284 | val_loss: 0.0311569 | Time: 1428.39 ms
[2022-02-03 19:44:43 main:574] : INFO : Epoch 1819 | loss: 0.0311298 | val_loss: 0.031159 | Time: 1425.41 ms
[2022-02-03 19:44:44 main:574] : INFO : Epoch 1820 | loss: 0.031128 | val_loss: 0.0311581 | Time: 1415.2 ms
[2022-02-03 19:44:46 main:574] : INFO : Epoch 1821 | loss: 0.0311276 | val_loss: 0.0311605 | Time: 1403.04 ms
[2022-02-03 19:44:47 main:574] : INFO : Epoch 1822 | loss: 0.0311293 | val_loss: 0.0311618 | Time: 1428.4 ms
[2022-02-03 19:44:49 main:574] : INFO : Epoch 1823 | loss: 0.0311287 | val_loss: 0.0311633 | Time: 1425.95 ms
[2022-02-03 19:44:50 main:574] : INFO : Epoch 1824 | loss: 0.0311302 | val_loss: 0.031163 | Time: 1424.58 ms
[2022-02-03 19:44:52 main:574] : INFO : Epoch 1825 | loss: 0.0311274 | val_loss: 0.0311607 | Time: 1425.23 ms
[2022-02-03 19:44:53 main:574] : INFO : Epoch 1826 | loss: 0.0311267 | val_loss: 0.0311594 | Time: 1407.09 ms
[2022-02-03 19:44:55 main:574] : INFO : Epoch 1827 | loss: 0.0311282 | val_loss: 0.0311612 | Time: 1419.79 ms
[2022-02-03 19:44:56 main:574] : INFO : Epoch 1828 | loss: 0.0311276 | val_loss: 0.0311603 | Time: 1384.85 ms
[2022-02-03 19:44:58 main:574] : INFO : Epoch 1829 | loss: 0.0311281 | val_loss: 0.0311585 | Time: 1430.45 ms
[2022-02-03 19:44:59 main:574] : INFO : Epoch 1830 | loss: 0.0311293 | val_loss: 0.0311585 | Time: 1427.58 ms
[2022-02-03 19:45:01 main:574] : INFO : Epoch 1831 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 1423.58 ms
[2022-02-03 19:45:02 main:574] : INFO : Epoch 1832 | loss: 0.0311265 | val_loss: 0.0311607 | Time: 1422.05 ms
[2022-02-03 19:45:03 main:574] : INFO : Epoch 1833 | loss: 0.0311282 | val_loss: 0.0311642 | Time: 1416.7 ms
[2022-02-03 19:45:05 main:574] : INFO : Epoch 1834 | loss: 0.0311291 | val_loss: 0.0311603 | Time: 1417.51 ms
[2022-02-03 19:45:06 main:574] : INFO : Epoch 1835 | loss: 0.0311289 | val_loss: 0.0311634 | Time: 1404.07 ms
[2022-02-03 19:45:08 main:574] : INFO : Epoch 1836 | loss: 0.0311293 | val_loss: 0.0311624 | Time: 1427.21 ms
[2022-02-03 19:45:09 main:574] : INFO : Epoch 1837 | loss: 0.0311285 | val_loss: 0.0311585 | Time: 1390.48 ms
[2022-02-03 19:45:11 main:574] : INFO : Epoch 1838 | loss: 0.0311262 | val_loss: 0.0311575 | Time: 1434.41 ms
[2022-02-03 19:45:12 main:574] : INFO : Epoch 1839 | loss: 0.031126 | val_loss: 0.031158 | Time: 1425.81 ms
[2022-02-03 19:45:14 main:574] : INFO : Epoch 1840 | loss: 0.0311256 | val_loss: 0.0311567 | Time: 1431.01 ms
[2022-02-03 19:45:15 main:574] : INFO : Epoch 1841 | loss: 0.031126 | val_loss: 0.0311608 | Time: 1426.54 ms
[2022-02-03 19:45:17 main:574] : INFO : Epoch 1842 | loss: 0.0311277 | val_loss: 0.031156 | Time: 1384.89 ms
[2022-02-03 19:45:18 main:574] : INFO : Epoch 1843 | loss: 0.0311303 | val_loss: 0.031164 | Time: 1416.13 ms
[2022-02-03 19:45:19 main:574] : INFO : Epoch 1844 | loss: 0.0311336 | val_loss: 0.0311593 | Time: 1394.15 ms
[2022-02-03 19:45:21 main:574] : INFO : Epoch 1845 | loss: 0.0311325 | val_loss: 0.031157 | Time: 1443.32 ms
[2022-02-03 19:45:22 main:574] : INFO : Epoch 1846 | loss: 0.0311292 | val_loss: 0.0311566 | Time: 1417.43 ms
[2022-02-03 19:45:24 main:574] : INFO : Epoch 1847 | loss: 0.0311285 | val_loss: 0.0311641 | Time: 1428.87 ms
[2022-02-03 19:45:25 main:574] : INFO : Epoch 1848 | loss: 0.0311305 | val_loss: 0.0311607 | Time: 1474.56 ms
[2022-02-03 19:45:27 main:574] : INFO : Epoch 1849 | loss: 0.0311297 | val_loss: 0.0311578 | Time: 1469.83 ms
[2022-02-03 19:45:28 main:574] : INFO : Epoch 1850 | loss: 0.0311294 | val_loss: 0.0311585 | Time: 1408.63 ms
[2022-02-03 19:45:30 main:574] : INFO : Epoch 1851 | loss: 0.0311319 | val_loss: 0.0311576 | Time: 1409.85 ms
[2022-02-03 19:45:31 main:574] : INFO : Epoch 1852 | loss: 0.0311305 | val_loss: 0.0311593 | Time: 1416.9 ms
[2022-02-03 19:45:33 main:574] : INFO : Epoch 1853 | loss: 0.0311274 | val_loss: 0.0311597 | Time: 1422.85 ms
[2022-02-03 19:45:34 main:574] : INFO : Epoch 1854 | loss: 0.0311283 | val_loss: 0.0311689 | Time: 1442.4 ms
[2022-02-03 19:45:36 main:574] : INFO : Epoch 1855 | loss: 0.0311289 | val_loss: 0.031158 | Time: 1449.61 ms
[2022-02-03 19:45:37 main:574] : INFO : Epoch 1856 | loss: 0.0311276 | val_loss: 0.0311639 | Time: 1457.77 ms
[2022-02-03 19:45:39 main:574] : INFO : Epoch 1857 | loss: 0.0311261 | val_loss: 0.0311576 | Time: 1460.01 ms
[2022-02-03 19:45:40 main:574] : INFO : Epoch 1858 | loss: 0.0311295 | val_loss: 0.0311653 | Time: 1423.03 ms
[2022-02-03 19:45:42 main:574] : INFO : Epoch 1859 | loss: 0.0311294 | val_loss: 0.0311595 | Time: 1470.53 ms
[2022-02-03 19:45:43 main:574] : INFO : Epoch 1860 | loss: 0.0311297 | val_loss: 0.0311669 | Time: 1427.72 ms
[2022-02-03 19:45:45 main:574] : INFO : Epoch 1861 | loss: 0.0311269 | val_loss: 0.0311613 | Time: 1466.92 ms
[2022-02-03 19:45:46 main:574] : INFO : Epoch 1862 | loss: 0.0311253 | val_loss: 0.0311664 | Time: 1449.66 ms
[2022-02-03 19:45:48 main:574] : INFO : Epoch 1863 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 1447.8 ms
[2022-02-03 19:45:49 main:574] : INFO : Epoch 1864 | loss: 0.0311291 | val_loss: 0.0311616 | Time: 1388.24 ms
[2022-02-03 19:45:50 main:574] : INFO : Epoch 1865 | loss: 0.0311272 | val_loss: 0.0311605 | Time: 1407.63 ms
[2022-02-03 19:45:52 main:574] : INFO : Epoch 1866 | loss: 0.0311272 | val_loss: 0.0311596 | Time: 1410.19 ms
[2022-02-03 19:45:53 main:574] : INFO : Epoch 1867 | loss: 0.0311275 | val_loss: 0.0311627 | Time: 1441.25 ms
[2022-02-03 19:45:55 main:574] : INFO : Epoch 1868 | loss: 0.0311261 | val_loss: 0.0311598 | Time: 1477.26 ms
[2022-02-03 19:45:56 main:574] : INFO : Epoch 1869 | loss: 0.031125 | val_loss: 0.0311603 | Time: 1441.17 ms
[2022-02-03 19:45:58 main:574] : INFO : Epoch 1870 | loss: 0.0311258 | val_loss: 0.0311628 | Time: 1458.15 ms
[2022-02-03 19:45:59 main:574] : INFO : Epoch 1871 | loss: 0.0311258 | val_loss: 0.0311625 | Time: 1427.11 ms
[2022-02-03 19:46:01 main:574] : INFO : Epoch 1872 | loss: 0.0311298 | val_loss: 0.0311618 | Time: 1430.89 ms
[2022-02-03 19:46:02 main:574] : INFO : Epoch 1873 | loss: 0.0311287 | val_loss: 0.0311578 | Time: 1438.28 ms
[2022-02-03 19:46:04 main:574] : INFO : Epoch 1874 | loss: 0.0311255 | val_loss: 0.0311626 | Time: 1462.75 ms
[2022-02-03 19:46:05 main:574] : INFO : Epoch 1875 | loss: 0.0311276 | val_loss: 0.0311655 | Time: 1430.12 ms
[2022-02-03 19:46:07 main:574] : INFO : Epoch 1876 | loss: 0.0311286 | val_loss: 0.0311641 | Time: 1386.27 ms
[2022-02-03 19:46:08 main:574] : INFO : Epoch 1877 | loss: 0.0311277 | val_loss: 0.0311632 | Time: 1448.28 ms
[2022-02-03 19:46:10 main:574] : INFO : Epoch 1878 | loss: 0.0311276 | val_loss: 0.0311632 | Time: 1398.78 ms
[2022-02-03 19:46:11 main:574] : INFO : Epoch 1879 | loss: 0.0311289 | val_loss: 0.0311634 | Time: 1406.38 ms
[2022-02-03 19:46:13 main:574] : INFO : Epoch 1880 | loss: 0.031133 | val_loss: 0.0311575 | Time: 1413.83 ms
[2022-02-03 19:46:14 main:574] : INFO : Epoch 1881 | loss: 0.031134 | val_loss: 0.0311591 | Time: 1452.67 ms
[2022-02-03 19:46:16 main:574] : INFO : Epoch 1882 | loss: 0.0311298 | val_loss: 0.031157 | Time: 1431.32 ms
[2022-02-03 19:46:17 main:574] : INFO : Epoch 1883 | loss: 0.0311321 | val_loss: 0.0311552 | Time: 1427.14 ms
[2022-02-03 19:46:18 main:574] : INFO : Epoch 1884 | loss: 0.0311274 | val_loss: 0.0311603 | Time: 1402.42 ms
[2022-02-03 19:46:20 main:574] : INFO : Epoch 1885 | loss: 0.0311271 | val_loss: 0.0311612 | Time: 1425.72 ms
[2022-02-03 19:46:21 main:574] : INFO : Epoch 1886 | loss: 0.0311264 | val_loss: 0.0311621 | Time: 1459.04 ms
[2022-02-03 19:46:23 main:574] : INFO : Epoch 1887 | loss: 0.0311236 | val_loss: 0.0311573 | Time: 1417.89 ms
[2022-02-03 19:46:24 main:574] : INFO : Epoch 1888 | loss: 0.0311227 | val_loss: 0.0311631 | Time: 1392.41 ms
[2022-02-03 19:46:26 main:574] : INFO : Epoch 1889 | loss: 0.031124 | val_loss: 0.0311736 | Time: 1403.21 ms
[2022-02-03 19:46:27 main:574] : INFO : Epoch 1890 | loss: 0.0311319 | val_loss: 0.0311667 | Time: 1460.64 ms
[2022-02-03 19:46:29 main:574] : INFO : Epoch 1891 | loss: 0.031133 | val_loss: 0.0311614 | Time: 1414.94 ms
[2022-02-03 19:46:30 main:574] : INFO : Epoch 1892 | loss: 0.0311307 | val_loss: 0.0311616 | Time: 1438.06 ms
[2022-02-03 19:46:32 main:574] : INFO : Epoch 1893 | loss: 0.031135 | val_loss: 0.031169 | Time: 1427.19 ms
[2022-02-03 19:46:33 main:574] : INFO : Epoch 1894 | loss: 0.0311345 | val_loss: 0.031164 | Time: 1403.81 ms
[2022-02-03 19:46:35 main:574] : INFO : Epoch 1895 | loss: 0.0311314 | val_loss: 0.0311612 | Time: 1400.76 ms
[2022-02-03 19:46:36 main:574] : INFO : Epoch 1896 | loss: 0.031132 | val_loss: 0.0311588 | Time: 1429.54 ms
[2022-02-03 19:46:37 main:574] : INFO : Epoch 1897 | loss: 0.0311269 | val_loss: 0.031166 | Time: 1390.02 ms
[2022-02-03 19:46:39 main:574] : INFO : Epoch 1898 | loss: 0.0311278 | val_loss: 0.0311615 | Time: 1404.1 ms
[2022-02-03 19:46:40 main:574] : INFO : Epoch 1899 | loss: 0.0311273 | val_loss: 0.031163 | Time: 1425.61 ms
[2022-02-03 19:46:42 main:574] : INFO : Epoch 1900 | loss: 0.0311259 | val_loss: 0.0311609 | Time: 1369.89 ms
[2022-02-03 19:46:43 main:574] : INFO : Epoch 1901 | loss: 0.0311266 | val_loss: 0.0311628 | Time: 1452.02 ms
[2022-02-03 19:46:45 main:574] : INFO : Epoch 1902 | loss: 0.0311245 | val_loss: 0.0311647 | Time: 1433.8 ms
[2022-02-03 19:46:46 main:574] : INFO : Epoch 1903 | loss: 0.0311241 | val_loss: 0.0311608 | Time: 1431.32 ms
[2022-02-03 19:46:48 main:574] : INFO : Epoch 1904 | loss: 0.0311251 | val_loss: 0.0311617 | Time: 1415.43 ms
[2022-02-03 19:46:49 main:574] : INFO : Epoch 1905 | loss: 0.0311229 | val_loss: 0.0311624 | Time: 1421.7 ms
[2022-02-03 19:46:51 main:574] : INFO : Epoch 1906 | loss: 0.0311224 | val_loss: 0.0311663 | Time: 1390.63 ms
[2022-02-03 19:46:52 main:574] : INFO : Epoch 1907 | loss: 0.0311215 | val_loss: 0.0311664 | Time: 1401.95 ms
[2022-02-03 19:46:53 main:574] : INFO : Epoch 1908 | loss: 0.0311215 | val_loss: 0.0311618 | Time: 1419.52 ms
[2022-02-03 19:46:55 main:574] : INFO : Epoch 1909 | loss: 0.0311199 | val_loss: 0.0311612 | Time: 1450.81 ms
[2022-02-03 19:46:56 main:574] : INFO : Epoch 1910 | loss: 0.0311209 | val_loss: 0.031167 | Time: 1428.92 ms
[2022-02-03 19:46:58 main:574] : INFO : Epoch 1911 | loss: 0.0311226 | val_loss: 0.0311659 | Time: 1417.5 ms
[2022-02-03 19:46:59 main:574] : INFO : Epoch 1912 | loss: 0.0311226 | val_loss: 0.0311671 | Time: 1436.96 ms
[2022-02-03 19:47:01 main:574] : INFO : Epoch 1913 | loss: 0.0311224 | val_loss: 0.0311637 | Time: 1427.57 ms
[2022-02-03 19:47:02 main:574] : INFO : Epoch 1914 | loss: 0.0311217 | val_loss: 0.0311595 | Time: 1433.91 ms
[2022-02-03 19:47:04 main:574] : INFO : Epoch 1915 | loss: 0.0311205 | val_loss: 0.0311641 | Time: 1436.9 ms
[2022-02-03 19:47:05 main:574] : INFO : Epoch 1916 | loss: 0.0311211 | val_loss: 0.0311637 | Time: 1400.74 ms
[2022-02-03 19:47:07 main:574] : INFO : Epoch 1917 | loss: 0.0311225 | val_loss: 0.0311603 | Time: 1476.89 ms
[2022-02-03 19:47:08 main:574] : INFO : Epoch 1918 | loss: 0.0311234 | val_loss: 0.0311648 | Time: 1428.83 ms
[2022-02-03 19:47:10 main:574] : INFO : Epoch 1919 | loss: 0.0311206 | val_loss: 0.0311611 | Time: 1455.85 ms
[2022-02-03 19:47:11 main:574] : INFO : Epoch 1920 | loss: 0.0311296 | val_loss: 0.0311666 | Time: 1371.98 ms
[2022-02-03 19:47:13 main:574] : INFO : Epoch 1921 | loss: 0.0311352 | val_loss: 0.0311602 | Time: 1423.7 ms
[2022-02-03 19:47:14 main:574] : INFO : Epoch 1922 | loss: 0.0311469 | val_loss: 0.031159 | Time: 1440.71 ms
[2022-02-03 19:47:16 main:574] : INFO : Epoch 1923 | loss: 0.0311436 | val_loss: 0.0311587 | Time: 1427.31 ms
[2022-02-03 19:47:17 main:574] : INFO : Epoch 1924 | loss: 0.0311404 | val_loss: 0.0311569 | Time: 1400.03 ms
[2022-02-03 19:47:18 main:574] : INFO : Epoch 1925 | loss: 0.0311389 | val_loss: 0.0311602 | Time: 1374.55 ms
[2022-02-03 19:47:20 main:574] : INFO : Epoch 1926 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 1431.94 ms
[2022-02-03 19:47:21 main:574] : INFO : Epoch 1927 | loss: 0.0311346 | val_loss: 0.0311547 | Time: 1425.88 ms
[2022-02-03 19:47:23 main:574] : INFO : Epoch 1928 | loss: 0.031134 | val_loss: 0.03116 | Time: 1385.85 ms
[2022-02-03 19:47:24 main:574] : INFO : Epoch 1929 | loss: 0.0311329 | val_loss: 0.0311565 | Time: 1428.63 ms
[2022-02-03 19:47:26 main:574] : INFO : Epoch 1930 | loss: 0.0311323 | val_loss: 0.0311564 | Time: 1469.27 ms
[2022-02-03 19:47:27 main:574] : INFO : Epoch 1931 | loss: 0.0311348 | val_loss: 0.0311567 | Time: 1429.22 ms
[2022-02-03 19:47:29 main:574] : INFO : Epoch 1932 | loss: 0.0311312 | val_loss: 0.0311585 | Time: 1402.27 ms
[2022-02-03 19:47:30 main:574] : INFO : Epoch 1933 | loss: 0.0311329 | val_loss: 0.0311599 | Time: 1409.4 ms
[2022-02-03 19:47:32 main:574] : INFO : Epoch 1934 | loss: 0.0311343 | val_loss: 0.0311652 | Time: 1415.25 ms
[2022-02-03 19:47:33 main:574] : INFO : Epoch 1935 | loss: 0.0311336 | val_loss: 0.0311621 | Time: 1402.95 ms
[2022-02-03 19:47:35 main:574] : INFO : Epoch 1936 | loss: 0.0311339 | val_loss: 0.0311567 | Time: 1412.11 ms
[2022-02-03 19:47:36 main:574] : INFO : Epoch 1937 | loss: 0.0311328 | val_loss: 0.0311588 | Time: 1414.71 ms
[2022-02-03 19:47:37 main:574] : INFO : Epoch 1938 | loss: 0.0311325 | val_loss: 0.0311579 | Time: 1386.72 ms
[2022-02-03 19:47:39 main:574] : INFO : Epoch 1939 | loss: 0.0311331 | val_loss: 0.0311567 | Time: 1407.68 ms
[2022-02-03 19:47:40 main:574] : INFO : Epoch 1940 | loss: 0.0311336 | val_loss: 0.0311599 | Time: 1425.49 ms
[2022-02-03 19:47:42 main:574] : INFO : Epoch 1941 | loss: 0.0311378 | val_loss: 0.0311576 | Time: 1406.18 ms
[2022-02-03 19:47:43 main:574] : INFO : Epoch 1942 | loss: 0.0311351 | val_loss: 0.0311574 | Time: 1416.87 ms
[2022-02-03 19:47:45 main:574] : INFO : Epoch 1943 | loss: 0.0311333 | val_loss: 0.0311603 | Time: 1425.21 ms
[2022-02-03 19:47:46 main:574] : INFO : Epoch 1944 | loss: 0.031131 | val_loss: 0.0311638 | Time: 1447.48 ms
[2022-02-03 19:47:48 main:574] : INFO : Epoch 1945 | loss: 0.0311294 | val_loss: 0.0311578 | Time: 1443.01 ms
[2022-02-03 19:47:49 main:574] : INFO : Epoch 1946 | loss: 0.0311284 | val_loss: 0.0311619 | Time: 1453.9 ms
[2022-02-03 19:47:51 main:574] : INFO : Epoch 1947 | loss: 0.031128 | val_loss: 0.031158 | Time: 1434.2 ms
[2022-02-03 19:47:52 main:574] : INFO : Epoch 1948 | loss: 0.0311321 | val_loss: 0.0311576 | Time: 1435.98 ms
[2022-02-03 19:47:54 main:574] : INFO : Epoch 1949 | loss: 0.0311307 | val_loss: 0.031167 | Time: 1451.53 ms
[2022-02-03 19:47:55 main:574] : INFO : Epoch 1950 | loss: 0.0311289 | val_loss: 0.0311566 | Time: 1428.69 ms
[2022-02-03 19:47:57 main:574] : INFO : Epoch 1951 | loss: 0.0311274 | val_loss: 0.0311592 | Time: 1424.4 ms
[2022-02-03 19:47:58 main:574] : INFO : Epoch 1952 | loss: 0.0311283 | val_loss: 0.0311589 | Time: 1454.05 ms
[2022-02-03 19:48:00 main:574] : INFO : Epoch 1953 | loss: 0.0311273 | val_loss: 0.0311575 | Time: 1442.56 ms
[2022-02-03 19:48:01 main:574] : INFO : Epoch 1954 | loss: 0.0311255 | val_loss: 0.0311603 | Time: 1460.58 ms
[2022-02-03 19:48:03 main:574] : INFO : Epoch 1955 | loss: 0.0311261 | val_loss: 0.031156 | Time: 1414.12 ms
[2022-02-03 19:48:04 main:574] : INFO : Epoch 1956 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 1401.26 ms
[2022-02-03 19:48:05 main:574] : INFO : Epoch 1957 | loss: 0.0311263 | val_loss: 0.0311601 | Time: 1392.7 ms
[2022-02-03 19:48:07 main:574] : INFO : Epoch 1958 | loss: 0.0311244 | val_loss: 0.03116 | Time: 1364.26 ms
[2022-02-03 19:48:08 main:574] : INFO : Epoch 1959 | loss: 0.0311273 | val_loss: 0.0311659 | Time: 1449.29 ms
[2022-02-03 19:48:10 main:574] : INFO : Epoch 1960 | loss: 0.0311356 | val_loss: 0.0311581 | Time: 1476.09 ms
[2022-02-03 19:48:11 main:574] : INFO : Epoch 1961 | loss: 0.0311311 | val_loss: 0.0311608 | Time: 1398.17 ms
[2022-02-03 19:48:13 main:574] : INFO : Epoch 1962 | loss: 0.0311279 | val_loss: 0.0311641 | Time: 1433.94 ms
[2022-02-03 19:48:14 main:574] : INFO : Epoch 1963 | loss: 0.0311276 | val_loss: 0.0311605 | Time: 1419.74 ms
[2022-02-03 19:48:16 main:574] : INFO : Epoch 1964 | loss: 0.031126 | val_loss: 0.0311605 | Time: 1433.82 ms
[2022-02-03 19:48:17 main:574] : INFO : Epoch 1965 | loss: 0.0311242 | val_loss: 0.0311657 | Time: 1402.13 ms
[2022-02-03 19:48:19 main:574] : INFO : Epoch 1966 | loss: 0.0311288 | val_loss: 0.0311648 | Time: 1408.02 ms
[2022-02-03 19:48:20 main:574] : INFO : Epoch 1967 | loss: 0.0311295 | val_loss: 0.0311585 | Time: 1399.12 ms
[2022-02-03 19:48:21 main:574] : INFO : Epoch 1968 | loss: 0.0311296 | val_loss: 0.0311587 | Time: 1443.19 ms
[2022-02-03 19:48:23 main:574] : INFO : Epoch 1969 | loss: 0.0311292 | val_loss: 0.0311675 | Time: 1429.51 ms
[2022-02-03 19:48:25 main:574] : INFO : Epoch 1970 | loss: 0.0311295 | val_loss: 0.0311577 | Time: 1509.99 ms
[2022-02-03 19:48:26 main:574] : INFO : Epoch 1971 | loss: 0.031129 | val_loss: 0.0311621 | Time: 1441.08 ms
[2022-02-03 19:48:28 main:574] : INFO : Epoch 1972 | loss: 0.0311259 | val_loss: 0.031169 | Time: 1432.95 ms
[2022-02-03 19:48:29 main:574] : INFO : Epoch 1973 | loss: 0.0311226 | val_loss: 0.0311641 | Time: 1451.05 ms
[2022-02-03 19:48:30 main:574] : INFO : Epoch 1974 | loss: 0.0311235 | val_loss: 0.0311606 | Time: 1411.83 ms
[2022-02-03 19:48:32 main:574] : INFO : Epoch 1975 | loss: 0.031124 | val_loss: 0.0311592 | Time: 1424.9 ms
[2022-02-03 19:48:33 main:574] : INFO : Epoch 1976 | loss: 0.031124 | val_loss: 0.0311665 | Time: 1394.88 ms
[2022-02-03 19:48:35 main:574] : INFO : Epoch 1977 | loss: 0.0311257 | val_loss: 0.0311664 | Time: 1431.37 ms
[2022-02-03 19:48:36 main:574] : INFO : Epoch 1978 | loss: 0.031124 | val_loss: 0.03116 | Time: 1424.59 ms
[2022-02-03 19:48:38 main:574] : INFO : Epoch 1979 | loss: 0.0311219 | val_loss: 0.031161 | Time: 1452.86 ms
[2022-02-03 19:48:39 main:574] : INFO : Epoch 1980 | loss: 0.031121 | val_loss: 0.0311591 | Time: 1432.21 ms
[2022-02-03 19:48:41 main:574] : INFO : Epoch 1981 | loss: 0.0311243 | val_loss: 0.0311701 | Time: 1418.81 ms
[2022-02-03 19:48:42 main:574] : INFO : Epoch 1982 | loss: 0.031122 | val_loss: 0.0311641 | Time: 1414.75 ms
[2022-02-03 19:48:44 main:574] : INFO : Epoch 1983 | loss: 0.0311252 | val_loss: 0.0311787 | Time: 1428.95 ms
[2022-02-03 19:48:45 main:574] : INFO : Epoch 1984 | loss: 0.0311243 | val_loss: 0.0311616 | Time: 1434.34 ms
[2022-02-03 19:48:47 main:574] : INFO : Epoch 1985 | loss: 0.031121 | val_loss: 0.0311642 | Time: 1441 ms
[2022-02-03 19:48:48 main:574] : INFO : Epoch 1986 | loss: 0.0311198 | val_loss: 0.0311641 | Time: 1415.01 ms
[2022-02-03 19:48:49 main:574] : INFO : Epoch 1987 | loss: 0.0311221 | val_loss: 0.0311601 | Time: 1393.61 ms
[2022-02-03 19:48:51 main:574] : INFO : Epoch 1988 | loss: 0.0311233 | val_loss: 0.0311601 | Time: 1396.47 ms
[2022-02-03 19:48:52 main:574] : INFO : Epoch 1989 | loss: 0.0311257 | val_loss: 0.0311589 | Time: 1401.19 ms
[2022-02-03 19:48:54 main:574] : INFO : Epoch 1990 | loss: 0.0311224 | val_loss: 0.0311639 | Time: 1424.26 ms
[2022-02-03 19:48:55 main:574] : INFO : Epoch 1991 | loss: 0.0311205 | val_loss: 0.0311782 | Time: 1424.08 ms
[2022-02-03 19:48:57 main:574] : INFO : Epoch 1992 | loss: 0.0311231 | val_loss: 0.0311586 | Time: 1437.27 ms
[2022-02-03 19:48:58 main:574] : INFO : Epoch 1993 | loss: 0.0311248 | val_loss: 0.0311601 | Time: 1445.71 ms
[2022-02-03 19:49:00 main:574] : INFO : Epoch 1994 | loss: 0.0311264 | val_loss: 0.0311601 | Time: 1461.45 ms
[2022-02-03 19:49:01 main:574] : INFO : Epoch 1995 | loss: 0.0311237 | val_loss: 0.0311635 | Time: 1403.29 ms
[2022-02-03 19:49:03 main:574] : INFO : Epoch 1996 | loss: 0.0311222 | val_loss: 0.0311602 | Time: 1402.94 ms
[2022-02-03 19:49:04 main:574] : INFO : Epoch 1997 | loss: 0.0311207 | val_loss: 0.0311673 | Time: 1423.45 ms
[2022-02-03 19:49:06 main:574] : INFO : Epoch 1998 | loss: 0.0311203 | val_loss: 0.0311574 | Time: 1442.45 ms
[2022-02-03 19:49:07 main:574] : INFO : Epoch 1999 | loss: 0.0311229 | val_loss: 0.03116 | Time: 1435.69 ms
[2022-02-03 19:49:08 main:574] : INFO : Epoch 2000 | loss: 0.0311218 | val_loss: 0.0311578 | Time: 1401.95 ms
[2022-02-03 19:49:10 main:574] : INFO : Epoch 2001 | loss: 0.0311205 | val_loss: 0.0311605 | Time: 1436.91 ms
[2022-02-03 19:49:11 main:574] : INFO : Epoch 2002 | loss: 0.0311214 | val_loss: 0.031164 | Time: 1462.7 ms
[2022-02-03 19:49:13 main:574] : INFO : Epoch 2003 | loss: 0.0311218 | val_loss: 0.0311653 | Time: 1444.77 ms
[2022-02-03 19:49:14 main:574] : INFO : Epoch 2004 | loss: 0.0311226 | val_loss: 0.031161 | Time: 1436.2 ms
[2022-02-03 19:49:16 main:574] : INFO : Epoch 2005 | loss: 0.0311228 | val_loss: 0.031164 | Time: 1420.45 ms
[2022-02-03 19:49:17 main:574] : INFO : Epoch 2006 | loss: 0.0311213 | val_loss: 0.0311648 | Time: 1439.17 ms
[2022-02-03 19:49:19 main:574] : INFO : Epoch 2007 | loss: 0.0311236 | val_loss: 0.0311664 | Time: 1439.07 ms
[2022-02-03 19:49:20 main:574] : INFO : Epoch 2008 | loss: 0.0311239 | val_loss: 0.0311653 | Time: 1379.35 ms
[2022-02-03 19:49:22 main:574] : INFO : Epoch 2009 | loss: 0.0311228 | val_loss: 0.0311596 | Time: 1424.25 ms
[2022-02-03 19:49:23 main:574] : INFO : Epoch 2010 | loss: 0.0311221 | val_loss: 0.0311636 | Time: 1474.68 ms
[2022-02-03 19:49:25 main:574] : INFO : Epoch 2011 | loss: 0.0311204 | val_loss: 0.0311639 | Time: 1421.35 ms
[2022-02-03 19:49:26 main:574] : INFO : Epoch 2012 | loss: 0.0311208 | val_loss: 0.0311657 | Time: 1397.59 ms
[2022-02-03 19:49:28 main:574] : INFO : Epoch 2013 | loss: 0.0311206 | val_loss: 0.0311629 | Time: 1415.03 ms
[2022-02-03 19:49:29 main:574] : INFO : Epoch 2014 | loss: 0.0311206 | val_loss: 0.0311625 | Time: 1457.37 ms
[2022-02-03 19:49:31 main:574] : INFO : Epoch 2015 | loss: 0.0311247 | val_loss: 0.0311597 | Time: 1450.02 ms
[2022-02-03 19:49:32 main:574] : INFO : Epoch 2016 | loss: 0.0311224 | val_loss: 0.031164 | Time: 1440.3 ms
[2022-02-03 19:49:34 main:574] : INFO : Epoch 2017 | loss: 0.0311208 | val_loss: 0.0311621 | Time: 1440.89 ms
[2022-02-03 19:49:35 main:574] : INFO : Epoch 2018 | loss: 0.0311251 | val_loss: 0.0311604 | Time: 1433.98 ms
[2022-02-03 19:49:36 main:574] : INFO : Epoch 2019 | loss: 0.0311245 | val_loss: 0.0311636 | Time: 1407.03 ms
[2022-02-03 19:49:38 main:574] : INFO : Epoch 2020 | loss: 0.031124 | val_loss: 0.0311625 | Time: 1383.53 ms
[2022-02-03 19:49:39 main:574] : INFO : Epoch 2021 | loss: 0.0311239 | val_loss: 0.0311639 | Time: 1426.31 ms
[2022-02-03 19:49:41 main:574] : INFO : Epoch 2022 | loss: 0.031123 | val_loss: 0.0311637 | Time: 1413.86 ms
[2022-02-03 19:49:42 main:574] : INFO : Epoch 2023 | loss: 0.0311237 | val_loss: 0.0311664 | Time: 1422.11 ms
[2022-02-03 19:49:44 main:574] : INFO : Epoch 2024 | loss: 0.0311223 | val_loss: 0.0311613 | Time: 1461.95 ms
[2022-02-03 19:49:45 main:574] : INFO : Epoch 2025 | loss: 0.031121 | val_loss: 0.0311616 | Time: 1421.04 ms
[2022-02-03 19:49:47 main:574] : INFO : Epoch 2026 | loss: 0.0311215 | val_loss: 0.0311677 | Time: 1423.6 ms
[2022-02-03 19:49:48 main:574] : INFO : Epoch 2027 | loss: 0.0311242 | val_loss: 0.0311661 | Time: 1382.97 ms
[2022-02-03 19:49:49 main:574] : INFO : Epoch 2028 | loss: 0.0311209 | val_loss: 0.0311681 | Time: 1367.04 ms
[2022-02-03 19:49:51 main:574] : INFO : Epoch 2029 | loss: 0.0311215 | val_loss: 0.0311771 | Time: 1450.23 ms
[2022-02-03 19:49:52 main:574] : INFO : Epoch 2030 | loss: 0.0311453 | val_loss: 0.0312159 | Time: 1425 ms
[2022-02-03 19:49:54 main:574] : INFO : Epoch 2031 | loss: 0.0383282 | val_loss: 0.0446051 | Time: 1397.34 ms
[2022-02-03 19:49:55 main:574] : INFO : Epoch 2032 | loss: 0.0347946 | val_loss: 0.0316741 | Time: 1388.25 ms
[2022-02-03 19:49:57 main:574] : INFO : Epoch 2033 | loss: 0.0314897 | val_loss: 0.0312549 | Time: 1489.26 ms
[2022-02-03 19:49:58 main:574] : INFO : Epoch 2034 | loss: 0.0312627 | val_loss: 0.0312147 | Time: 1425.15 ms
[2022-02-03 19:50:00 main:574] : INFO : Epoch 2035 | loss: 0.0312099 | val_loss: 0.0311996 | Time: 1430.53 ms
[2022-02-03 19:50:01 main:574] : INFO : Epoch 2036 | loss: 0.031194 | val_loss: 0.0311908 | Time: 1427.07 ms
[2022-02-03 19:50:03 main:574] : INFO : Epoch 2037 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 1407.72 ms
[2022-02-03 19:50:04 main:574] : INFO : Epoch 2038 | loss: 0.0311851 | val_loss: 0.0311809 | Time: 1404.76 ms
[2022-02-03 19:50:06 main:574] : INFO : Epoch 2039 | loss: 0.0311815 | val_loss: 0.0311759 | Time: 1424.19 ms
[2022-02-03 19:50:07 main:574] : INFO : Epoch 2040 | loss: 0.0311801 | val_loss: 0.0311751 | Time: 1461.49 ms
[2022-02-03 19:50:09 main:574] : INFO : Epoch 2041 | loss: 0.0311783 | val_loss: 0.0311743 | Time: 1429.12 ms
[2022-02-03 19:50:10 main:574] : INFO : Epoch 2042 | loss: 0.0311769 | val_loss: 0.0311738 | Time: 1408.86 ms
[2022-02-03 19:50:11 main:574] : INFO : Epoch 2043 | loss: 0.0311763 | val_loss: 0.0311735 | Time: 1401.83 ms
[2022-02-03 19:50:13 main:574] : INFO : Epoch 2044 | loss: 0.0311763 | val_loss: 0.0311733 | Time: 1430.82 ms
[2022-02-03 19:50:14 main:574] : INFO : Epoch 2045 | loss: 0.0311756 | val_loss: 0.0311737 | Time: 1411.04 ms
[2022-02-03 19:50:16 main:574] : INFO : Epoch 2046 | loss: 0.0311741 | val_loss: 0.0311737 | Time: 1440.88 ms
[2022-02-03 19:50:17 main:574] : INFO : Epoch 2047 | loss: 0.0311739 | val_loss: 0.0311728 | Time: 1410.05 ms
[2022-02-03 19:50:19 main:574] : INFO : Epoch 2048 | loss: 0.0311733 | val_loss: 0.0311736 | Time: 1421.89 ms
[2022-02-03 19:50:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311736
[2022-02-03 19:50:19 main:603] : INFO : Saving end state to config to file
[2022-02-03 19:50:19 main:608] : INFO : Success, exiting..
19:50:19 (12404): 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)