Task 10837063
| Name | ParityModified-1639957835-29630-2-0_0 |
| Workunit | 8145604 |
| Created | 17 Jan 2022, 3:37:15 UTC |
| Sent | 3 Feb 2022, 23:58:20 UTC |
| Report deadline | 11 Feb 2022, 23:58:20 UTC |
| Received | 6 Feb 2022, 20:36:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7672 |
| Run time | 50 min 37 sec |
| CPU time | 49 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 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: 0.0311416 | val_loss: 0.0311672 | Time: 1428.54 ms
[2022-02-06 21:23:51 main:574] : INFO : Epoch 1543 | loss: 0.0311427 | val_loss: 0.031166 | Time: 1423.92 ms
[2022-02-06 21:23:52 main:574] : INFO : Epoch 1544 | loss: 0.0311417 | val_loss: 0.0311675 | Time: 1447.99 ms
[2022-02-06 21:23:54 main:574] : INFO : Epoch 1545 | loss: 0.0311439 | val_loss: 0.0311745 | Time: 1438.33 ms
[2022-02-06 21:23:55 main:574] : INFO : Epoch 1546 | loss: 0.0311429 | val_loss: 0.0311752 | Time: 1465.35 ms
[2022-02-06 21:23:57 main:574] : INFO : Epoch 1547 | loss: 0.0311432 | val_loss: 0.03117 | Time: 1469.91 ms
[2022-02-06 21:23:58 main:574] : INFO : Epoch 1548 | loss: 0.0311449 | val_loss: 0.0311691 | Time: 1452.19 ms
[2022-02-06 21:24:00 main:574] : INFO : Epoch 1549 | loss: 0.0311424 | val_loss: 0.0311648 | Time: 1510.76 ms
[2022-02-06 21:24:01 main:574] : INFO : Epoch 1550 | loss: 0.0311434 | val_loss: 0.0311669 | Time: 1439.16 ms
[2022-02-06 21:24:02 main:574] : INFO : Epoch 1551 | loss: 0.0311426 | val_loss: 0.0311715 | Time: 1433.03 ms
[2022-02-06 21:24:04 main:574] : INFO : Epoch 1552 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 1463.21 ms
[2022-02-06 21:24:05 main:574] : INFO : Epoch 1553 | loss: 0.031144 | val_loss: 0.0311664 | Time: 1466.66 ms
[2022-02-06 21:24:07 main:574] : INFO : Epoch 1554 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 1496.95 ms
[2022-02-06 21:24:08 main:574] : INFO : Epoch 1555 | loss: 0.0311416 | val_loss: 0.0311678 | Time: 1458.15 ms
[2022-02-06 21:24:10 main:574] : INFO : Epoch 1556 | loss: 0.0311408 | val_loss: 0.0311652 | Time: 1474.64 ms
[2022-02-06 21:24:11 main:574] : INFO : Epoch 1557 | loss: 0.0311411 | val_loss: 0.0311655 | Time: 1471.72 ms
[2022-02-06 21:24:13 main:574] : INFO : Epoch 1558 | loss: 0.0311401 | val_loss: 0.0311686 | Time: 1446.58 ms
[2022-02-06 21:24:14 main:574] : INFO : Epoch 1559 | loss: 0.0311414 | val_loss: 0.0311752 | Time: 1424.79 ms
[2022-02-06 21:24:16 main:574] : INFO : Epoch 1560 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 1486.11 ms
[2022-02-06 21:24:17 main:574] : INFO : Epoch 1561 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 1422.55 ms
[2022-02-06 21:24:19 main:574] : INFO : Epoch 1562 | loss: 0.0311448 | val_loss: 0.031167 | Time: 1460.8 ms
[2022-02-06 21:24:20 main:574] : INFO : Epoch 1563 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 1471.51 ms
[2022-02-06 21:24:22 main:574] : INFO : Epoch 1564 | loss: 0.0311422 | val_loss: 0.03117 | Time: 1486.02 ms
[2022-02-06 21:24:23 main:574] : INFO : Epoch 1565 | loss: 0.03114 | val_loss: 0.0311654 | Time: 1427 ms
[2022-02-06 21:24:24 main:574] : INFO : Epoch 1566 | loss: 0.0311374 | val_loss: 0.0311654 | Time: 1481.88 ms
[2022-02-06 21:24:26 main:574] : INFO : Epoch 1567 | loss: 0.0311407 | val_loss: 0.0311714 | Time: 1460.52 ms
[2022-02-06 21:24:27 main:574] : INFO : Epoch 1568 | loss: 0.0311466 | val_loss: 0.0311787 | Time: 1456.4 ms
[2022-02-06 21:24:29 main:574] : INFO : Epoch 1569 | loss: 0.0311405 | val_loss: 0.0311708 | Time: 1408.04 ms
[2022-02-06 21:24:30 main:574] : INFO : Epoch 1570 | loss: 0.0311459 | val_loss: 0.0311731 | Time: 1472.31 ms
[2022-02-06 21:24:32 main:574] : INFO : Epoch 1571 | loss: 0.0311455 | val_loss: 0.0311693 | Time: 1432.33 ms
[2022-02-06 21:24:33 main:574] : INFO : Epoch 1572 | loss: 0.0311439 | val_loss: 0.0311664 | Time: 1477.62 ms
[2022-02-06 21:24:35 main:574] : INFO : Epoch 1573 | loss: 0.0311444 | val_loss: 0.0311703 | Time: 1435.15 ms
[2022-02-06 21:24:36 main:574] : INFO : Epoch 1574 | loss: 0.0311453 | val_loss: 0.0311697 | Time: 1473.24 ms
[2022-02-06 21:24:38 main:574] : INFO : Epoch 1575 | loss: 0.0311396 | val_loss: 0.0311744 | Time: 1480.42 ms
[2022-02-06 21:24:39 main:574] : INFO : Epoch 1576 | loss: 0.0311419 | val_loss: 0.0311706 | Time: 1466.04 ms
[2022-02-06 21:24:40 main:574] : INFO : Epoch 1577 | loss: 0.0311408 | val_loss: 0.0311679 | Time: 1442.07 ms
[2022-02-06 21:24:42 main:574] : INFO : Epoch 1578 | loss: 0.0311388 | val_loss: 0.0311696 | Time: 1430.66 ms
[2022-02-06 21:24:43 main:574] : INFO : Epoch 1579 | loss: 0.0311384 | val_loss: 0.0311706 | Time: 1452.5 ms
[2022-02-06 21:24:45 main:574] : INFO : Epoch 1580 | loss: 0.0311384 | val_loss: 0.0311706 | Time: 1501.54 ms
[2022-02-06 21:24:46 main:574] : INFO : Epoch 1581 | loss: 0.0311388 | val_loss: 0.0311684 | Time: 1562.88 ms
[2022-02-06 21:24:48 main:574] : INFO : Epoch 1582 | loss: 0.0311349 | val_loss: 0.0311676 | Time: 1437.93 ms
[2022-02-06 21:24:49 main:574] : INFO : Epoch 1583 | loss: 0.0311337 | val_loss: 0.0311671 | Time: 1474.86 ms
[2022-02-06 21:24:51 main:574] : INFO : Epoch 1584 | loss: 0.0311334 | val_loss: 0.0311687 | Time: 1457.87 ms
[2022-02-06 21:24:52 main:574] : INFO : Epoch 1585 | loss: 0.0311341 | val_loss: 0.031167 | Time: 1430.83 ms
[2022-02-06 21:24:54 main:574] : INFO : Epoch 1586 | loss: 0.0311349 | val_loss: 0.0311723 | Time: 1482.39 ms
[2022-02-06 21:24:55 main:574] : INFO : Epoch 1587 | loss: 0.0311356 | val_loss: 0.0311722 | Time: 1447.11 ms
[2022-02-06 21:24:57 main:574] : INFO : Epoch 1588 | loss: 0.0311355 | val_loss: 0.0311715 | Time: 1441.63 ms
[2022-02-06 21:24:58 main:574] : INFO : Epoch 1589 | loss: 0.0311329 | val_loss: 0.0311688 | Time: 1437.17 ms
[2022-02-06 21:25:00 main:574] : INFO : Epoch 1590 | loss: 0.0311351 | val_loss: 0.0311731 | Time: 1437.36 ms
[2022-02-06 21:25:01 main:574] : INFO : Epoch 1591 | loss: 0.0311375 | val_loss: 0.0311734 | Time: 1465.68 ms
[2022-02-06 21:25:02 main:574] : INFO : Epoch 1592 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 1442.73 ms
[2022-02-06 21:25:04 main:574] : INFO : Epoch 1593 | loss: 0.0311371 | val_loss: 0.0311677 | Time: 1481.83 ms
[2022-02-06 21:25:05 main:574] : INFO : Epoch 1594 | loss: 0.0311351 | val_loss: 0.031168 | Time: 1450.31 ms
[2022-02-06 21:25:07 main:574] : INFO : Epoch 1595 | loss: 0.0311353 | val_loss: 0.0311672 | Time: 1459.81 ms
[2022-02-06 21:25:08 main:574] : INFO : Epoch 1596 | loss: 0.0311344 | val_loss: 0.03117 | Time: 1438.96 ms
[2022-02-06 21:25:10 main:574] : INFO : Epoch 1597 | loss: 0.0311334 | val_loss: 0.0311727 | Time: 1452.28 ms
[2022-02-06 21:25:11 main:574] : INFO : Epoch 1598 | loss: 0.0311377 | val_loss: 0.031171 | Time: 1448.15 ms
[2022-02-06 21:25:13 main:574] : INFO : Epoch 1599 | loss: 0.0311335 | val_loss: 0.0311695 | Time: 1478.9 ms
[2022-02-06 21:25:14 main:574] : INFO : Epoch 1600 | loss: 0.031133 | val_loss: 0.0311737 | Time: 1475.11 ms
[2022-02-06 21:25:16 main:574] : INFO : Epoch 1601 | loss: 0.0311347 | val_loss: 0.031173 | Time: 1476.74 ms
[2022-02-06 21:25:17 main:574] : INFO : Epoch 1602 | loss: 0.0311351 | val_loss: 0.0311725 | Time: 1446.45 ms
[2022-02-06 21:25:19 main:574] : INFO : Epoch 1603 | loss: 0.0311368 | val_loss: 0.0311707 | Time: 1446.89 ms
[2022-02-06 21:25:20 main:574] : INFO : Epoch 1604 | loss: 0.0311338 | val_loss: 0.0311716 | Time: 1469.66 ms
[2022-02-06 21:25:22 main:574] : INFO : Epoch 1605 | loss: 0.0311366 | val_loss: 0.0311723 | Time: 1457.04 ms
[2022-02-06 21:25:23 main:574] : INFO : Epoch 1606 | loss: 0.0311374 | val_loss: 0.0311699 | Time: 1492.23 ms
[2022-02-06 21:25:25 main:574] : INFO : Epoch 1607 | loss: 0.0311333 | val_loss: 0.0311782 | Time: 1471.41 ms
[2022-02-06 21:25:26 main:574] : INFO : Epoch 1608 | loss: 0.0311383 | val_loss: 0.031175 | Time: 1450.33 ms
[2022-02-06 21:25:27 main:574] : INFO : Epoch 1609 | loss: 0.031134 | val_loss: 0.0311721 | Time: 1442.84 ms
[2022-02-06 21:25:29 main:574] : INFO : Epoch 1610 | loss: 0.0311391 | val_loss: 0.0311701 | Time: 1439.59 ms
[2022-02-06 21:25:30 main:574] : INFO : Epoch 1611 | loss: 0.0311335 | val_loss: 0.031174 | Time: 1433.26 ms
[2022-02-06 21:25:32 main:574] : INFO : Epoch 1612 | loss: 0.0311357 | val_loss: 0.0311742 | Time: 1444.28 ms
[2022-02-06 21:25:33 main:574] : INFO : Epoch 1613 | loss: 0.0311387 | val_loss: 0.0311743 | Time: 1473.21 ms
[2022-02-06 21:25:35 main:574] : INFO : Epoch 1614 | loss: 0.031138 | val_loss: 0.0311741 | Time: 1441.07 ms
[2022-02-06 21:25:36 main:574] : INFO : Epoch 1615 | loss: 0.0311378 | val_loss: 0.0311714 | Time: 1445.3 ms
[2022-02-06 21:25:38 main:574] : INFO : Epoch 1616 | loss: 0.0311395 | val_loss: 0.03117 | Time: 1440.71 ms
[2022-02-06 21:25:39 main:574] : INFO : Epoch 1617 | loss: 0.0311388 | val_loss: 0.0311762 | Time: 1463.55 ms
[2022-02-06 21:25:41 main:574] : INFO : Epoch 1618 | loss: 0.0311403 | val_loss: 0.0311755 | Time: 1451.02 ms
[2022-02-06 21:25:42 main:574] : INFO : Epoch 1619 | loss: 0.0311442 | val_loss: 0.0311771 | Time: 1494.15 ms
[2022-02-06 21:25:43 main:574] : INFO : Epoch 1620 | loss: 0.0311483 | val_loss: 0.0311718 | Time: 1473.14 ms
[2022-02-06 21:25:45 main:574] : INFO : Epoch 1621 | loss: 0.0311477 | val_loss: 0.0311683 | Time: 1444.75 ms
[2022-02-06 21:25:46 main:574] : INFO : Epoch 1622 | loss: 0.0311435 | val_loss: 0.0311773 | Time: 1460.62 ms
[2022-02-06 21:25:48 main:574] : INFO : Epoch 1623 | loss: 0.0311403 | val_loss: 0.0311723 | Time: 1455.99 ms
[2022-02-06 21:25:49 main:574] : INFO : Epoch 1624 | loss: 0.0311374 | val_loss: 0.0311824 | Time: 1439.44 ms
[2022-02-06 21:25:51 main:574] : INFO : Epoch 1625 | loss: 0.031143 | val_loss: 0.0311712 | Time: 1461.55 ms
[2022-02-06 21:25:52 main:574] : INFO : Epoch 1626 | loss: 0.0311512 | val_loss: 0.031172 | Time: 1447.67 ms
[2022-02-06 21:25:54 main:574] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.0311737 | Time: 1460.37 ms
[2022-02-06 21:25:55 main:574] : INFO : Epoch 1628 | loss: 0.0311482 | val_loss: 0.0311711 | Time: 1455.99 ms
[2022-02-06 21:25:57 main:574] : INFO : Epoch 1629 | loss: 0.0311482 | val_loss: 0.0311705 | Time: 1511.38 ms
[2022-02-06 21:25:58 main:574] : INFO : Epoch 1630 | loss: 0.0311439 | val_loss: 0.03117 | Time: 1477.22 ms
[2022-02-06 21:26:00 main:574] : INFO : Epoch 1631 | loss: 0.0311419 | val_loss: 0.0311667 | Time: 1456.91 ms
[2022-02-06 21:26:01 main:574] : INFO : Epoch 1632 | loss: 0.0311385 | val_loss: 0.0311697 | Time: 1440.45 ms
[2022-02-06 21:26:03 main:574] : INFO : Epoch 1633 | loss: 0.0311387 | val_loss: 0.0311697 | Time: 1464.75 ms
[2022-02-06 21:26:04 main:574] : INFO : Epoch 1634 | loss: 0.0311366 | val_loss: 0.0311663 | Time: 1438.47 ms
[2022-02-06 21:26:05 main:574] : INFO : Epoch 1635 | loss: 0.0311383 | val_loss: 0.0311757 | Time: 1481.89 ms
[2022-02-06 21:26:07 main:574] : INFO : Epoch 1636 | loss: 0.0311396 | val_loss: 0.0311706 | Time: 1501.96 ms
[2022-02-06 21:26:08 main:574] : INFO : Epoch 1637 | loss: 0.0311356 | val_loss: 0.0311695 | Time: 1445.1 ms
[2022-02-06 21:26:10 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311689 | Time: 1460.2 ms
[2022-02-06 21:26:11 main:574] : INFO : Epoch 1639 | loss: 0.0311299 | val_loss: 0.0311721 | Time: 1451.94 ms
[2022-02-06 21:26:13 main:574] : INFO : Epoch 1640 | loss: 0.031128 | val_loss: 0.0311729 | Time: 1428.69 ms
[2022-02-06 21:26:14 main:574] : INFO : Epoch 1641 | loss: 0.0311305 | val_loss: 0.0311738 | Time: 1481.39 ms
[2022-02-06 21:26:16 main:574] : INFO : Epoch 1642 | loss: 0.0311328 | val_loss: 0.031177 | Time: 1486.7 ms
[2022-02-06 21:26:17 main:574] : INFO : Epoch 1643 | loss: 0.0311347 | val_loss: 0.0311766 | Time: 1466.13 ms
[2022-02-06 21:26:19 main:574] : INFO : Epoch 1644 | loss: 0.0311353 | val_loss: 0.031182 | Time: 1479.16 ms
[2022-02-06 21:26:20 main:574] : INFO : Epoch 1645 | loss: 0.0311347 | val_loss: 0.0311785 | Time: 1440.58 ms
[2022-02-06 21:26:22 main:574] : INFO : Epoch 1646 | loss: 0.0311305 | val_loss: 0.0311788 | Time: 1468.78 ms
[2022-02-06 21:26:23 main:574] : INFO : Epoch 1647 | loss: 0.0311355 | val_loss: 0.0311716 | Time: 1445.3 ms
[2022-02-06 21:26:25 main:574] : INFO : Epoch 1648 | loss: 0.0311367 | val_loss: 0.0311775 | Time: 1453.28 ms
[2022-02-06 21:26:26 main:574] : INFO : Epoch 1649 | loss: 0.0311322 | val_loss: 0.0311753 | Time: 1406.25 ms
[2022-02-06 21:26:27 main:574] : INFO : Epoch 1650 | loss: 0.031132 | val_loss: 0.0311774 | Time: 1473.08 ms
[2022-02-06 21:26:29 main:574] : INFO : Epoch 1651 | loss: 0.0311302 | val_loss: 0.0311755 | Time: 1470.85 ms
[2022-02-06 21:26:30 main:574] : INFO : Epoch 1652 | loss: 0.0311368 | val_loss: 0.0311754 | Time: 1448.53 ms
[2022-02-06 21:26:32 main:574] : INFO : Epoch 1653 | loss: 0.0311436 | val_loss: 0.0311813 | Time: 1446.71 ms
[2022-02-06 21:26:33 main:574] : INFO : Epoch 1654 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 1431.69 ms
[2022-02-06 21:26:35 main:574] : INFO : Epoch 1655 | loss: 0.0311365 | val_loss: 0.031171 | Time: 1445.52 ms
[2022-02-06 21:26:36 main:574] : INFO : Epoch 1656 | loss: 0.0311348 | val_loss: 0.0311672 | Time: 1456.61 ms
[2022-02-06 21:26:38 main:574] : INFO : Epoch 1657 | loss: 0.0311339 | val_loss: 0.0311759 | Time: 1439.32 ms
[2022-02-06 21:26:39 main:574] : INFO : Epoch 1658 | loss: 0.0311368 | val_loss: 0.0311763 | Time: 1430.72 ms
[2022-02-06 21:26:40 main:574] : INFO : Epoch 1659 | loss: 0.031136 | val_loss: 0.0311729 | Time: 1411.44 ms
[2022-02-06 21:26:42 main:574] : INFO : Epoch 1660 | loss: 0.0311318 | val_loss: 0.0311747 | Time: 1445.64 ms
[2022-02-06 21:26:43 main:574] : INFO : Epoch 1661 | loss: 0.0311281 | val_loss: 0.0311725 | Time: 1499 ms
[2022-02-06 21:26:45 main:574] : INFO : Epoch 1662 | loss: 0.0311268 | val_loss: 0.0311733 | Time: 1449.04 ms
[2022-02-06 21:26:46 main:574] : INFO : Epoch 1663 | loss: 0.0311273 | val_loss: 0.031173 | Time: 1451.68 ms
[2022-02-06 21:26:48 main:574] : INFO : Epoch 1664 | loss: 0.0311267 | val_loss: 0.0311724 | Time: 1449.82 ms
[2022-02-06 21:26:49 main:574] : INFO : Epoch 1665 | loss: 0.0311345 | val_loss: 0.0311726 | Time: 1467.54 ms
[2022-02-06 21:26:51 main:574] : INFO : Epoch 1666 | loss: 0.0311355 | val_loss: 0.0311705 | Time: 1486.06 ms
[2022-02-06 21:26:52 main:574] : INFO : Epoch 1667 | loss: 0.0311324 | val_loss: 0.0311697 | Time: 1460.97 ms
[2022-02-06 21:26:54 main:574] : INFO : Epoch 1668 | loss: 0.0311294 | val_loss: 0.0311712 | Time: 1479.16 ms
[2022-02-06 21:26:55 main:574] : INFO : Epoch 1669 | loss: 0.0311286 | val_loss: 0.0311734 | Time: 1486.35 ms
[2022-02-06 21:26:57 main:574] : INFO : Epoch 1670 | loss: 0.0311279 | val_loss: 0.0311811 | Time: 1450.38 ms
[2022-02-06 21:26:58 main:574] : INFO : Epoch 1671 | loss: 0.0311285 | val_loss: 0.0311814 | Time: 1444.45 ms
[2022-02-06 21:27:00 main:574] : INFO : Epoch 1672 | loss: 0.0311301 | val_loss: 0.0311783 | Time: 1426.88 ms
[2022-02-06 21:27:01 main:574] : INFO : Epoch 1673 | loss: 0.0311309 | val_loss: 0.0311729 | Time: 1480.17 ms
[2022-02-06 21:27:02 main:574] : INFO : Epoch 1674 | loss: 0.0311319 | val_loss: 0.0311744 | Time: 1456.38 ms
[2022-02-06 21:27:04 main:574] : INFO : Epoch 1675 | loss: 0.0311287 | val_loss: 0.0311786 | Time: 1465.77 ms
[2022-02-06 21:27:05 main:574] : INFO : Epoch 1676 | loss: 0.0311356 | val_loss: 0.0311773 | Time: 1461.71 ms
[2022-02-06 21:27:07 main:574] : INFO : Epoch 1677 | loss: 0.0311342 | val_loss: 0.0311719 | Time: 1445.58 ms
[2022-02-06 21:27:08 main:574] : INFO : Epoch 1678 | loss: 0.0311362 | val_loss: 0.0311763 | Time: 1429.33 ms
[2022-02-06 21:27:10 main:574] : INFO : Epoch 1679 | loss: 0.0311323 | val_loss: 0.0311764 | Time: 1457.15 ms
[2022-02-06 21:27:11 main:574] : INFO : Epoch 1680 | loss: 0.0311291 | val_loss: 0.0311726 | Time: 1449.76 ms
[2022-02-06 21:27:13 main:574] : INFO : Epoch 1681 | loss: 0.031143 | val_loss: 0.0311795 | Time: 1460.74 ms
[2022-02-06 21:27:14 main:574] : INFO : Epoch 1682 | loss: 0.0311446 | val_loss: 0.0311813 | Time: 1449.46 ms
[2022-02-06 21:27:16 main:574] : INFO : Epoch 1683 | loss: 0.03114 | val_loss: 0.0311729 | Time: 1445.56 ms
[2022-02-06 21:27:17 main:574] : INFO : Epoch 1684 | loss: 0.031138 | val_loss: 0.0311773 | Time: 1448.53 ms
[2022-02-06 21:27:19 main:574] : INFO : Epoch 1685 | loss: 0.0311348 | val_loss: 0.0311706 | Time: 1470.93 ms
[2022-02-06 21:27:20 main:574] : INFO : Epoch 1686 | loss: 0.0311326 | val_loss: 0.0311708 | Time: 1417.89 ms
[2022-02-06 21:27:21 main:574] : INFO : Epoch 1687 | loss: 0.0311362 | val_loss: 0.0311737 | Time: 1489.84 ms
[2022-02-06 21:27:23 main:574] : INFO : Epoch 1688 | loss: 0.0311336 | val_loss: 0.0311864 | Time: 1455.83 ms
[2022-02-06 21:27:24 main:574] : INFO : Epoch 1689 | loss: 0.0311309 | val_loss: 0.0311736 | Time: 1454.36 ms
[2022-02-06 21:27:26 main:574] : INFO : Epoch 1690 | loss: 0.0311292 | val_loss: 0.031171 | Time: 1446.46 ms
[2022-02-06 21:27:27 main:574] : INFO : Epoch 1691 | loss: 0.0311263 | val_loss: 0.031175 | Time: 1502.32 ms
[2022-02-06 21:27:29 main:574] : INFO : Epoch 1692 | loss: 0.0311367 | val_loss: 0.0311808 | Time: 1494.75 ms
[2022-02-06 21:27:30 main:574] : INFO : Epoch 1693 | loss: 0.0311404 | val_loss: 0.0311789 | Time: 1441.66 ms
[2022-02-06 21:27:32 main:574] : INFO : Epoch 1694 | loss: 0.0311412 | val_loss: 0.0311726 | Time: 1513.55 ms
[2022-02-06 21:27:33 main:574] : INFO : Epoch 1695 | loss: 0.0311368 | val_loss: 0.0311794 | Time: 1469.62 ms
[2022-02-06 21:27:35 main:574] : INFO : Epoch 1696 | loss: 0.0311356 | val_loss: 0.031177 | Time: 1443.34 ms
[2022-02-06 21:27:36 main:574] : INFO : Epoch 1697 | loss: 0.0311327 | val_loss: 0.0311785 | Time: 1442.25 ms
[2022-02-06 21:27:38 main:574] : INFO : Epoch 1698 | loss: 0.0311306 | val_loss: 0.031175 | Time: 1445.84 ms
[2022-02-06 21:27:39 main:574] : INFO : Epoch 1699 | loss: 0.0311297 | val_loss: 0.0311736 | Time: 1471.78 ms
[2022-02-06 21:27:41 main:574] : INFO : Epoch 1700 | loss: 0.0311264 | val_loss: 0.0311781 | Time: 1436.82 ms
[2022-02-06 21:27:42 main:574] : INFO : Epoch 1701 | loss: 0.0311261 | val_loss: 0.0311801 | Time: 1549.01 ms
[2022-02-06 21:27:44 main:574] : INFO : Epoch 1702 | loss: 0.0311243 | val_loss: 0.0311806 | Time: 1528.73 ms
[2022-02-06 21:27:45 main:574] : INFO : Epoch 1703 | loss: 0.0311311 | val_loss: 0.0311819 | Time: 1477.96 ms
[2022-02-06 21:27:47 main:574] : INFO : Epoch 1704 | loss: 0.0311333 | val_loss: 0.0311906 | Time: 1447.22 ms
[2022-02-06 21:27:48 main:574] : INFO : Epoch 1705 | loss: 0.031133 | val_loss: 0.0311758 | Time: 1442.33 ms
[2022-02-06 21:27:49 main:574] : INFO : Epoch 1706 | loss: 0.0311346 | val_loss: 0.0311811 | Time: 1455.24 ms
[2022-02-06 21:27:51 main:574] : INFO : Epoch 1707 | loss: 0.0311413 | val_loss: 0.031172 | Time: 1454.6 ms
[2022-02-06 21:27:52 main:574] : INFO : Epoch 1708 | loss: 0.0311358 | val_loss: 0.0311786 | Time: 1468.95 ms
[2022-02-06 21:27:54 main:574] : INFO : Epoch 1709 | loss: 0.0311289 | val_loss: 0.0311764 | Time: 1448.4 ms
[2022-02-06 21:27:55 main:574] : INFO : Epoch 1710 | loss: 0.0311288 | val_loss: 0.0311796 | Time: 1462.72 ms
[2022-02-06 21:27:57 main:574] : INFO : Epoch 1711 | loss: 0.0311345 | val_loss: 0.0311923 | Time: 1462.94 ms
[2022-02-06 21:27:58 main:574] : INFO : Epoch 1712 | loss: 0.0311289 | val_loss: 0.0311808 | Time: 1435.19 ms
[2022-02-06 21:28:00 main:574] : INFO : Epoch 1713 | loss: 0.0311373 | val_loss: 0.031174 | Time: 1450.06 ms
[2022-02-06 21:28:01 main:574] : INFO : Epoch 1714 | loss: 0.0311333 | val_loss: 0.0311753 | Time: 1474.38 ms
[2022-02-06 21:28:03 main:574] : INFO : Epoch 1715 | loss: 0.0311372 | val_loss: 0.0311749 | Time: 1464.45 ms
[2022-02-06 21:28:04 main:574] : INFO : Epoch 1716 | loss: 0.0311351 | val_loss: 0.0311741 | Time: 1442.72 ms
[2022-02-06 21:28:06 main:574] : INFO : Epoch 1717 | loss: 0.0311343 | val_loss: 0.0311758 | Time: 1464.06 ms
[2022-02-06 21:28:07 main:574] : INFO : Epoch 1718 | loss: 0.03113 | val_loss: 0.0311742 | Time: 1415.21 ms
[2022-02-06 21:28:09 main:574] : INFO : Epoch 1719 | loss: 0.0311275 | val_loss: 0.0311744 | Time: 1480.32 ms
[2022-02-06 21:28:10 main:574] : INFO : Epoch 1720 | loss: 0.0311256 | val_loss: 0.0311759 | Time: 1465.69 ms
[2022-02-06 21:28:11 main:574] : INFO : Epoch 1721 | loss: 0.0311279 | val_loss: 0.0311697 | Time: 1430.21 ms
[2022-02-06 21:28:13 main:574] : INFO : Epoch 1722 | loss: 0.0311343 | val_loss: 0.0311735 | Time: 1458.25 ms
[2022-02-06 21:28:14 main:574] : INFO : Epoch 1723 | loss: 0.0311334 | val_loss: 0.0311794 | Time: 1421.55 ms
[2022-02-06 21:28:16 main:574] : INFO : Epoch 1724 | loss: 0.031128 | val_loss: 0.0311717 | Time: 1472.46 ms
[2022-02-06 21:28:17 main:574] : INFO : Epoch 1725 | loss: 0.0311227 | val_loss: 0.0311715 | Time: 1497.73 ms
[2022-02-06 21:28:19 main:574] : INFO : Epoch 1726 | loss: 0.0311239 | val_loss: 0.0311859 | Time: 1472 ms
[2022-02-06 21:28:20 main:574] : INFO : Epoch 1727 | loss: 0.0311284 | val_loss: 0.0311855 | Time: 1453.92 ms
[2022-02-06 21:28:22 main:574] : INFO : Epoch 1728 | loss: 0.0311271 | val_loss: 0.0311756 | Time: 1455.47 ms
[2022-02-06 21:28:23 main:574] : INFO : Epoch 1729 | loss: 0.0311243 | val_loss: 0.0311747 | Time: 1483.52 ms
[2022-02-06 21:28:25 main:574] : INFO : Epoch 1730 | loss: 0.0311248 | val_loss: 0.0311808 | Time: 1453.48 ms
[2022-02-06 21:28:26 main:574] : INFO : Epoch 1731 | loss: 0.0311251 | val_loss: 0.0311762 | Time: 1440.38 ms
[2022-02-06 21:28:28 main:574] : INFO : Epoch 1732 | loss: 0.0311242 | val_loss: 0.0311815 | Time: 1455.46 ms
[2022-02-06 21:28:29 main:574] : INFO : Epoch 1733 | loss: 0.031123 | val_loss: 0.0311743 | Time: 1442.83 ms
[2022-02-06 21:28:30 main:574] : INFO : Epoch 1734 | loss: 0.0311232 | val_loss: 0.0311834 | Time: 1460.62 ms
[2022-02-06 21:28:32 main:574] : INFO : Epoch 1735 | loss: 0.0311253 | val_loss: 0.0311787 | Time: 1469.95 ms
[2022-02-06 21:28:33 main:574] : INFO : Epoch 1736 | loss: 0.0311221 | val_loss: 0.0311769 | Time: 1477.12 ms
[2022-02-06 21:28:35 main:574] : INFO : Epoch 1737 | loss: 0.0311242 | val_loss: 0.0311779 | Time: 1405.19 ms
[2022-02-06 21:28:36 main:574] : INFO : Epoch 1738 | loss: 0.0311259 | val_loss: 0.0311766 | Time: 1437.97 ms
[2022-02-06 21:28:38 main:574] : INFO : Epoch 1739 | loss: 0.031126 | val_loss: 0.0311725 | Time: 1442.02 ms
[2022-02-06 21:28:39 main:574] : INFO : Epoch 1740 | loss: 0.0311258 | val_loss: 0.0311718 | Time: 1453.4 ms
[2022-02-06 21:28:41 main:574] : INFO : Epoch 1741 | loss: 0.0311237 | val_loss: 0.031177 | Time: 1457.74 ms
[2022-02-06 21:28:42 main:574] : INFO : Epoch 1742 | loss: 0.0311209 | val_loss: 0.0311784 | Time: 1467.11 ms
[2022-02-06 21:28:44 main:574] : INFO : Epoch 1743 | loss: 0.0311263 | val_loss: 0.0311835 | Time: 1467.16 ms
[2022-02-06 21:28:45 main:574] : INFO : Epoch 1744 | loss: 0.0311302 | val_loss: 0.0311756 | Time: 1461.16 ms
[2022-02-06 21:28:47 main:574] : INFO : Epoch 1745 | loss: 0.0311302 | val_loss: 0.0311762 | Time: 1471.19 ms
[2022-02-06 21:28:48 main:574] : INFO : Epoch 1746 | loss: 0.031129 | val_loss: 0.0311807 | Time: 1477.75 ms
[2022-02-06 21:28:49 main:574] : INFO : Epoch 1747 | loss: 0.0311266 | val_loss: 0.0311753 | Time: 1445.72 ms
[2022-02-06 21:28:51 main:574] : INFO : Epoch 1748 | loss: 0.0311323 | val_loss: 0.0311745 | Time: 1466.51 ms
[2022-02-06 21:28:52 main:574] : INFO : Epoch 1749 | loss: 0.0311256 | val_loss: 0.0311773 | Time: 1465.61 ms
[2022-02-06 21:28:54 main:574] : INFO : Epoch 1750 | loss: 0.0311277 | val_loss: 0.0311779 | Time: 1427.24 ms
[2022-02-06 21:28:55 main:574] : INFO : Epoch 1751 | loss: 0.0311299 | val_loss: 0.0311711 | Time: 1459.93 ms
[2022-02-06 21:28:57 main:574] : INFO : Epoch 1752 | loss: 0.031126 | val_loss: 0.0311765 | Time: 1457.11 ms
[2022-02-06 21:28:58 main:574] : INFO : Epoch 1753 | loss: 0.0311245 | val_loss: 0.0311807 | Time: 1455.29 ms
[2022-02-06 21:29:00 main:574] : INFO : Epoch 1754 | loss: 0.0311228 | val_loss: 0.0311786 | Time: 1477.31 ms
[2022-02-06 21:29:01 main:574] : INFO : Epoch 1755 | loss: 0.0311202 | val_loss: 0.0311823 | Time: 1439.65 ms
[2022-02-06 21:29:03 main:574] : INFO : Epoch 1756 | loss: 0.0311201 | val_loss: 0.0311787 | Time: 1448.6 ms
[2022-02-06 21:29:04 main:574] : INFO : Epoch 1757 | loss: 0.0311215 | val_loss: 0.0311774 | Time: 1428.62 ms
[2022-02-06 21:29:06 main:574] : INFO : Epoch 1758 | loss: 0.031124 | val_loss: 0.0311809 | Time: 1480.93 ms
[2022-02-06 21:29:07 main:574] : INFO : Epoch 1759 | loss: 0.0311256 | val_loss: 0.0311747 | Time: 1476.55 ms
[2022-02-06 21:29:08 main:574] : INFO : Epoch 1760 | loss: 0.0311246 | val_loss: 0.0311795 | Time: 1425.65 ms
[2022-02-06 21:29:10 main:574] : INFO : Epoch 1761 | loss: 0.0311294 | val_loss: 0.0311879 | Time: 1474.97 ms
[2022-02-06 21:29:11 main:574] : INFO : Epoch 1762 | loss: 0.0311308 | val_loss: 0.0311723 | Time: 1454.57 ms
[2022-02-06 21:29:13 main:574] : INFO : Epoch 1763 | loss: 0.0311321 | val_loss: 0.0311779 | Time: 1462.36 ms
[2022-02-06 21:29:14 main:574] : INFO : Epoch 1764 | loss: 0.0311282 | val_loss: 0.0311761 | Time: 1502.51 ms
[2022-02-06 21:29:16 main:574] : INFO : Epoch 1765 | loss: 0.0311284 | val_loss: 0.0311752 | Time: 1441.01 ms
[2022-02-06 21:29:17 main:574] : INFO : Epoch 1766 | loss: 0.0311262 | val_loss: 0.0311788 | Time: 1472.39 ms
[2022-02-06 21:29:19 main:574] : INFO : Epoch 1767 | loss: 0.0311242 | val_loss: 0.0311824 | Time: 1464.29 ms
[2022-02-06 21:29:20 main:574] : INFO : Epoch 1768 | loss: 0.0311223 | val_loss: 0.0311706 | Time: 1468.63 ms
[2022-02-06 21:29:22 main:574] : INFO : Epoch 1769 | loss: 0.0311187 | val_loss: 0.0311763 | Time: 1441.09 ms
[2022-02-06 21:29:23 main:574] : INFO : Epoch 1770 | loss: 0.0311209 | val_loss: 0.0311721 | Time: 1442.77 ms
[2022-02-06 21:29:25 main:574] : INFO : Epoch 1771 | loss: 0.0311235 | val_loss: 0.0311783 | Time: 1461.59 ms
[2022-02-06 21:29:26 main:574] : INFO : Epoch 1772 | loss: 0.0311227 | val_loss: 0.031177 | Time: 1481.34 ms
[2022-02-06 21:29:28 main:574] : INFO : Epoch 1773 | loss: 0.0311225 | val_loss: 0.0311809 | Time: 1438.31 ms
[2022-02-06 21:29:29 main:574] : INFO : Epoch 1774 | loss: 0.0311319 | val_loss: 0.0311746 | Time: 1481.83 ms
[2022-02-06 21:29:30 main:574] : INFO : Epoch 1775 | loss: 0.0311312 | val_loss: 0.0311816 | Time: 1436.76 ms
[2022-02-06 21:29:32 main:574] : INFO : Epoch 1776 | loss: 0.031134 | val_loss: 0.0311738 | Time: 1443.52 ms
[2022-02-06 21:29:33 main:574] : INFO : Epoch 1777 | loss: 0.031125 | val_loss: 0.0311815 | Time: 1473.55 ms
[2022-02-06 21:29:35 main:574] : INFO : Epoch 1778 | loss: 0.0311221 | val_loss: 0.0311799 | Time: 1431.85 ms
[2022-02-06 21:29:36 main:574] : INFO : Epoch 1779 | loss: 0.0311209 | val_loss: 0.0311825 | Time: 1452.36 ms
[2022-02-06 21:29:38 main:574] : INFO : Epoch 1780 | loss: 0.0311274 | val_loss: 0.0311838 | Time: 1449.76 ms
[2022-02-06 21:29:39 main:574] : INFO : Epoch 1781 | loss: 0.0311307 | val_loss: 0.0311749 | Time: 1423.34 ms
[2022-02-06 21:29:41 main:574] : INFO : Epoch 1782 | loss: 0.0311328 | val_loss: 0.0311839 | Time: 1455.24 ms
[2022-02-06 21:29:42 main:574] : INFO : Epoch 1783 | loss: 0.0311359 | val_loss: 0.0311762 | Time: 1484.92 ms
[2022-02-06 21:29:44 main:574] : INFO : Epoch 1784 | loss: 0.0311287 | val_loss: 0.0311731 | Time: 1571.7 ms
[2022-02-06 21:29:45 main:574] : INFO : Epoch 1785 | loss: 0.0311241 | val_loss: 0.0311838 | Time: 1456.35 ms
[2022-02-06 21:29:47 main:574] : INFO : Epoch 1786 | loss: 0.0311201 | val_loss: 0.0311817 | Time: 1485.36 ms
[2022-02-06 21:29:48 main:574] : INFO : Epoch 1787 | loss: 0.031118 | val_loss: 0.0311825 | Time: 1456.71 ms
[2022-02-06 21:29:50 main:574] : INFO : Epoch 1788 | loss: 0.0311159 | val_loss: 0.0311788 | Time: 1497.04 ms
[2022-02-06 21:29:51 main:574] : INFO : Epoch 1789 | loss: 0.0311185 | val_loss: 0.0311845 | Time: 1458.08 ms
[2022-02-06 21:29:53 main:574] : INFO : Epoch 1790 | loss: 0.0311274 | val_loss: 0.031191 | Time: 1459.8 ms
[2022-02-06 21:29:54 main:574] : INFO : Epoch 1791 | loss: 0.0311304 | val_loss: 0.0311817 | Time: 1493.69 ms
[2022-02-06 21:29:56 main:574] : INFO : Epoch 1792 | loss: 0.0311317 | val_loss: 0.0311757 | Time: 1494.3 ms
[2022-02-06 21:29:57 main:574] : INFO : Epoch 1793 | loss: 0.0311308 | val_loss: 0.031179 | Time: 1445.02 ms
[2022-02-06 21:29:58 main:574] : INFO : Epoch 1794 | loss: 0.0311269 | val_loss: 0.0311755 | Time: 1470.02 ms
[2022-02-06 21:30:00 main:574] : INFO : Epoch 1795 | loss: 0.0311237 | val_loss: 0.0311836 | Time: 1489.95 ms
[2022-02-06 21:30:01 main:574] : INFO : Epoch 1796 | loss: 0.0311211 | val_loss: 0.0311747 | Time: 1473.4 ms
[2022-02-06 21:30:03 main:574] : INFO : Epoch 1797 | loss: 0.0311235 | val_loss: 0.0311777 | Time: 1456.53 ms
[2022-02-06 21:30:04 main:574] : INFO : Epoch 1798 | loss: 0.0311268 | val_loss: 0.0311838 | Time: 1437.86 ms
[2022-02-06 21:30:06 main:574] : INFO : Epoch 1799 | loss: 0.0311369 | val_loss: 0.0311734 | Time: 1470.67 ms
[2022-02-06 21:30:07 main:574] : INFO : Epoch 1800 | loss: 0.0311303 | val_loss: 0.0311751 | Time: 1460.09 ms
[2022-02-06 21:30:09 main:574] : INFO : Epoch 1801 | loss: 0.0311317 | val_loss: 0.0311702 | Time: 1498.06 ms
[2022-02-06 21:30:10 main:574] : INFO : Epoch 1802 | loss: 0.0311361 | val_loss: 0.0311777 | Time: 1464.09 ms
[2022-02-06 21:30:12 main:574] : INFO : Epoch 1803 | loss: 0.031135 | val_loss: 0.0311803 | Time: 1432.07 ms
[2022-02-06 21:30:13 main:574] : INFO : Epoch 1804 | loss: 0.0311284 | val_loss: 0.0311806 | Time: 1471.37 ms
[2022-02-06 21:30:15 main:574] : INFO : Epoch 1805 | loss: 0.0311238 | val_loss: 0.0311815 | Time: 1444.87 ms
[2022-02-06 21:30:16 main:574] : INFO : Epoch 1806 | loss: 0.0311223 | val_loss: 0.0311785 | Time: 1433.94 ms
[2022-02-06 21:30:18 main:574] : INFO : Epoch 1807 | loss: 0.0311216 | val_loss: 0.0311812 | Time: 1426.01 ms
[2022-02-06 21:30:19 main:574] : INFO : Epoch 1808 | loss: 0.0311202 | val_loss: 0.0311751 | Time: 1436.86 ms
[2022-02-06 21:30:20 main:574] : INFO : Epoch 1809 | loss: 0.0311222 | val_loss: 0.0311866 | Time: 1499.41 ms
[2022-02-06 21:30:22 main:574] : INFO : Epoch 1810 | loss: 0.0311303 | val_loss: 0.0311867 | Time: 1479.13 ms
[2022-02-06 21:30:23 main:574] : INFO : Epoch 1811 | loss: 0.0311668 | val_loss: 0.031192 | Time: 1451.7 ms
[2022-02-06 21:30:25 main:574] : INFO : Epoch 1812 | loss: 0.0311893 | val_loss: 0.0311869 | Time: 1444.45 ms
[2022-02-06 21:30:26 main:574] : INFO : Epoch 1813 | loss: 0.0311892 | val_loss: 0.0311969 | Time: 1437.65 ms
[2022-02-06 21:30:28 main:574] : INFO : Epoch 1814 | loss: 0.031188 | val_loss: 0.0311821 | Time: 1461.01 ms
[2022-02-06 21:30:29 main:574] : INFO : Epoch 1815 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1451.16 ms
[2022-02-06 21:30:31 main:574] : INFO : Epoch 1816 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 1511.58 ms
[2022-02-06 21:30:32 main:574] : INFO : Epoch 1817 | loss: 0.031178 | val_loss: 0.031179 | Time: 1477.32 ms
[2022-02-06 21:30:34 main:574] : INFO : Epoch 1818 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 1458.16 ms
[2022-02-06 21:30:35 main:574] : INFO : Epoch 1819 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 1465.88 ms
[2022-02-06 21:30:37 main:574] : INFO : Epoch 1820 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 1487.26 ms
[2022-02-06 21:30:38 main:574] : INFO : Epoch 1821 | loss: 0.0311757 | val_loss: 0.0311862 | Time: 1459.9 ms
[2022-02-06 21:30:40 main:574] : INFO : Epoch 1822 | loss: 0.0311741 | val_loss: 0.0311793 | Time: 1465.74 ms
[2022-02-06 21:30:41 main:574] : INFO : Epoch 1823 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 1527.53 ms
[2022-02-06 21:30:43 main:574] : INFO : Epoch 1824 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 1481.19 ms
[2022-02-06 21:30:44 main:574] : INFO : Epoch 1825 | loss: 0.031171 | val_loss: 0.0311772 | Time: 1497.79 ms
[2022-02-06 21:30:46 main:574] : INFO : Epoch 1826 | loss: 0.0311715 | val_loss: 0.0311791 | Time: 1462.16 ms
[2022-02-06 21:30:47 main:574] : INFO : Epoch 1827 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 1481.32 ms
[2022-02-06 21:30:48 main:574] : INFO : Epoch 1828 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 1426.06 ms
[2022-02-06 21:30:50 main:574] : INFO : Epoch 1829 | loss: 0.03117 | val_loss: 0.031177 | Time: 1477.12 ms
[2022-02-06 21:30:51 main:574] : INFO : Epoch 1830 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1469.14 ms
[2022-02-06 21:30:53 main:574] : INFO : Epoch 1831 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 1484.92 ms
[2022-02-06 21:30:54 main:574] : INFO : Epoch 1832 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 1453.51 ms
[2022-02-06 21:30:56 main:574] : INFO : Epoch 1833 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1465.73 ms
[2022-02-06 21:30:57 main:574] : INFO : Epoch 1834 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 1478.84 ms
[2022-02-06 21:30:59 main:574] : INFO : Epoch 1835 | loss: 0.0311713 | val_loss: 0.0311871 | Time: 1442.68 ms
[2022-02-06 21:31:00 main:574] : INFO : Epoch 1836 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 1466.74 ms
[2022-02-06 21:31:02 main:574] : INFO : Epoch 1837 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 1495.06 ms
[2022-02-06 21:31:03 main:574] : INFO : Epoch 1838 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 1418.75 ms
[2022-02-06 21:31:05 main:574] : INFO : Epoch 1839 | loss: 0.0311702 | val_loss: 0.031177 | Time: 1465.15 ms
[2022-02-06 21:31:06 main:574] : INFO : Epoch 1840 | loss: 0.0311702 | val_loss: 0.0311734 | Time: 1444.31 ms
[2022-02-06 21:31:08 main:574] : INFO : Epoch 1841 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1441.63 ms
[2022-02-06 21:31:09 main:574] : INFO : Epoch 1842 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 1442.52 ms
[2022-02-06 21:31:10 main:574] : INFO : Epoch 1843 | loss: 0.031166 | val_loss: 0.0311763 | Time: 1464.44 ms
[2022-02-06 21:31:12 main:574] : INFO : Epoch 1844 | loss: 0.0311844 | val_loss: 0.0311899 | Time: 1451.64 ms
[2022-02-06 21:31:13 main:574] : INFO : Epoch 1845 | loss: 0.0311943 | val_loss: 0.03119 | Time: 1453.11 ms
[2022-02-06 21:31:15 main:574] : INFO : Epoch 1846 | loss: 0.0311903 | val_loss: 0.0311861 | Time: 1450.56 ms
[2022-02-06 21:31:16 main:574] : INFO : Epoch 1847 | loss: 0.0311877 | val_loss: 0.0311862 | Time: 1458.97 ms
[2022-02-06 21:31:18 main:574] : INFO : Epoch 1848 | loss: 0.031186 | val_loss: 0.0311836 | Time: 1463.59 ms
[2022-02-06 21:31:19 main:574] : INFO : Epoch 1849 | loss: 0.0311849 | val_loss: 0.0311813 | Time: 1484.91 ms
[2022-02-06 21:31:21 main:574] : INFO : Epoch 1850 | loss: 0.0311834 | val_loss: 0.0311816 | Time: 1457.6 ms
[2022-02-06 21:31:22 main:574] : INFO : Epoch 1851 | loss: 0.0311824 | val_loss: 0.0311818 | Time: 1454 ms
[2022-02-06 21:31:24 main:574] : INFO : Epoch 1852 | loss: 0.0311818 | val_loss: 0.0311816 | Time: 1449.21 ms
[2022-02-06 21:31:25 main:574] : INFO : Epoch 1853 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 1440.95 ms
[2022-02-06 21:31:27 main:574] : INFO : Epoch 1854 | loss: 0.031185 | val_loss: 0.0311802 | Time: 1458.88 ms
[2022-02-06 21:31:28 main:574] : INFO : Epoch 1855 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1459.12 ms
[2022-02-06 21:31:29 main:574] : INFO : Epoch 1856 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1483.53 ms
[2022-02-06 21:31:31 main:574] : INFO : Epoch 1857 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 1457.58 ms
[2022-02-06 21:31:32 main:574] : INFO : Epoch 1858 | loss: 0.03118 | val_loss: 0.0311891 | Time: 1458.43 ms
[2022-02-06 21:31:34 main:574] : INFO : Epoch 1859 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 1491.57 ms
[2022-02-06 21:31:35 main:574] : INFO : Epoch 1860 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 1460.87 ms
[2022-02-06 21:31:37 main:574] : INFO : Epoch 1861 | loss: 0.0311796 | val_loss: 0.0311827 | Time: 1473.91 ms
[2022-02-06 21:31:38 main:574] : INFO : Epoch 1862 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 1436.89 ms
[2022-02-06 21:31:40 main:574] : INFO : Epoch 1863 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 1470.84 ms
[2022-02-06 21:31:41 main:574] : INFO : Epoch 1864 | loss: 0.0311777 | val_loss: 0.031177 | Time: 1521.24 ms
[2022-02-06 21:31:43 main:574] : INFO : Epoch 1865 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 1481.51 ms
[2022-02-06 21:31:44 main:574] : INFO : Epoch 1866 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1532.06 ms
[2022-02-06 21:31:46 main:574] : INFO : Epoch 1867 | loss: 0.0311752 | val_loss: 0.0311809 | Time: 1442.07 ms
[2022-02-06 21:31:47 main:574] : INFO : Epoch 1868 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 1436.16 ms
[2022-02-06 21:31:49 main:574] : INFO : Epoch 1869 | loss: 0.0311769 | val_loss: 0.0311786 | Time: 1472.33 ms
[2022-02-06 21:31:50 main:574] : INFO : Epoch 1870 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 1455.25 ms
[2022-02-06 21:31:52 main:574] : INFO : Epoch 1871 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1442.78 ms
[2022-02-06 21:31:53 main:574] : INFO : Epoch 1872 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 1464.52 ms
[2022-02-06 21:31:55 main:574] : INFO : Epoch 1873 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 1485.07 ms
[2022-02-06 21:31:56 main:574] : INFO : Epoch 1874 | loss: 0.031174 | val_loss: 0.0311773 | Time: 1434.59 ms
[2022-02-06 21:31:57 main:574] : INFO : Epoch 1875 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1482.94 ms
[2022-02-06 21:31:59 main:574] : INFO : Epoch 1876 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1455.98 ms
[2022-02-06 21:32:00 main:574] : INFO : Epoch 1877 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1451.68 ms
[2022-02-06 21:32:02 main:574] : INFO : Epoch 1878 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 1440.95 ms
[2022-02-06 21:32:03 main:574] : INFO : Epoch 1879 | loss: 0.0311734 | val_loss: 0.0311892 | Time: 1432.83 ms
[2022-02-06 21:32:05 main:574] : INFO : Epoch 1880 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 1417.87 ms
[2022-02-06 21:32:06 main:574] : INFO : Epoch 1881 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 1444.72 ms
[2022-02-06 21:32:08 main:574] : INFO : Epoch 1882 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 1461.05 ms
[2022-02-06 21:32:09 main:574] : INFO : Epoch 1883 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 1480.82 ms
[2022-02-06 21:32:11 main:574] : INFO : Epoch 1884 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 1456.87 ms
[2022-02-06 21:32:12 main:574] : INFO : Epoch 1885 | loss: 0.0311705 | val_loss: 0.0311893 | Time: 1433.13 ms
[2022-02-06 21:32:13 main:574] : INFO : Epoch 1886 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 1459.24 ms
[2022-02-06 21:32:15 main:574] : INFO : Epoch 1887 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 1431.32 ms
[2022-02-06 21:32:16 main:574] : INFO : Epoch 1888 | loss: 0.0311721 | val_loss: 0.031177 | Time: 1415.98 ms
[2022-02-06 21:32:18 main:574] : INFO : Epoch 1889 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 1468.67 ms
[2022-02-06 21:32:19 main:574] : INFO : Epoch 1890 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 1472.55 ms
[2022-02-06 21:32:21 main:574] : INFO : Epoch 1891 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 1467.21 ms
[2022-02-06 21:32:22 main:574] : INFO : Epoch 1892 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 1406.26 ms
[2022-02-06 21:32:24 main:574] : INFO : Epoch 1893 | loss: 0.0311689 | val_loss: 0.0311884 | Time: 1464.36 ms
[2022-02-06 21:32:25 main:574] : INFO : Epoch 1894 | loss: 0.0311709 | val_loss: 0.0311787 | Time: 1453.54 ms
[2022-02-06 21:32:27 main:574] : INFO : Epoch 1895 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 1435.56 ms
[2022-02-06 21:32:28 main:574] : INFO : Epoch 1896 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 1453.81 ms
[2022-02-06 21:32:29 main:574] : INFO : Epoch 1897 | loss: 0.031169 | val_loss: 0.0311823 | Time: 1432.44 ms
[2022-02-06 21:32:31 main:574] : INFO : Epoch 1898 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 1448.86 ms
[2022-02-06 21:32:32 main:574] : INFO : Epoch 1899 | loss: 0.0311681 | val_loss: 0.0311806 | Time: 1445.09 ms
[2022-02-06 21:32:34 main:574] : INFO : Epoch 1900 | loss: 0.031166 | val_loss: 0.0311801 | Time: 1466.09 ms
[2022-02-06 21:32:35 main:574] : INFO : Epoch 1901 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 1453.52 ms
[2022-02-06 21:32:37 main:574] : INFO : Epoch 1902 | loss: 0.0311661 | val_loss: 0.0311804 | Time: 1461.2 ms
[2022-02-06 21:32:38 main:574] : INFO : Epoch 1903 | loss: 0.031166 | val_loss: 0.0311781 | Time: 1458.03 ms
[2022-02-06 21:32:40 main:574] : INFO : Epoch 1904 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 1459.51 ms
[2022-02-06 21:32:41 main:574] : INFO : Epoch 1905 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 1470.91 ms
[2022-02-06 21:32:43 main:574] : INFO : Epoch 1906 | loss: 0.0311644 | val_loss: 0.0311781 | Time: 1483.89 ms
[2022-02-06 21:32:44 main:574] : INFO : Epoch 1907 | loss: 0.0311669 | val_loss: 0.0311793 | Time: 1477.53 ms
[2022-02-06 21:32:46 main:574] : INFO : Epoch 1908 | loss: 0.0311665 | val_loss: 0.0311811 | Time: 1463.47 ms
[2022-02-06 21:32:47 main:574] : INFO : Epoch 1909 | loss: 0.031174 | val_loss: 0.0312008 | Time: 1448.15 ms
[2022-02-06 21:32:49 main:574] : INFO : Epoch 1910 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 1469.38 ms
[2022-02-06 21:32:50 main:574] : INFO : Epoch 1911 | loss: 0.0311654 | val_loss: 0.0311805 | Time: 1451.46 ms
[2022-02-06 21:32:51 main:574] : INFO : Epoch 1912 | loss: 0.0311653 | val_loss: 0.0311832 | Time: 1432.19 ms
[2022-02-06 21:32:53 main:574] : INFO : Epoch 1913 | loss: 0.031167 | val_loss: 0.031183 | Time: 1449.02 ms
[2022-02-06 21:32:54 main:574] : INFO : Epoch 1914 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 1461.63 ms
[2022-02-06 21:32:56 main:574] : INFO : Epoch 1915 | loss: 0.0311656 | val_loss: 0.0311811 | Time: 1453.82 ms
[2022-02-06 21:32:57 main:574] : INFO : Epoch 1916 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 1471.06 ms
[2022-02-06 21:32:59 main:574] : INFO : Epoch 1917 | loss: 0.0311642 | val_loss: 0.0311813 | Time: 1430.23 ms
[2022-02-06 21:33:00 main:574] : INFO : Epoch 1918 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 1439.98 ms
[2022-02-06 21:33:02 main:574] : INFO : Epoch 1919 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 1425.87 ms
[2022-02-06 21:33:03 main:574] : INFO : Epoch 1920 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 1425 ms
[2022-02-06 21:33:04 main:574] : INFO : Epoch 1921 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1436.98 ms
[2022-02-06 21:33:06 main:574] : INFO : Epoch 1922 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 1444.91 ms
[2022-02-06 21:33:07 main:574] : INFO : Epoch 1923 | loss: 0.0311649 | val_loss: 0.0311888 | Time: 1429.42 ms
[2022-02-06 21:33:09 main:574] : INFO : Epoch 1924 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 1445.08 ms
[2022-02-06 21:33:10 main:574] : INFO : Epoch 1925 | loss: 0.0311624 | val_loss: 0.031183 | Time: 1492.08 ms
[2022-02-06 21:33:12 main:574] : INFO : Epoch 1926 | loss: 0.031164 | val_loss: 0.031177 | Time: 1469.79 ms
[2022-02-06 21:33:13 main:574] : INFO : Epoch 1927 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 1478.17 ms
[2022-02-06 21:33:15 main:574] : INFO : Epoch 1928 | loss: 0.0311642 | val_loss: 0.0311837 | Time: 1439.27 ms
[2022-02-06 21:33:16 main:574] : INFO : Epoch 1929 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 1439.31 ms
[2022-02-06 21:33:18 main:574] : INFO : Epoch 1930 | loss: 0.0311636 | val_loss: 0.0311814 | Time: 1455.59 ms
[2022-02-06 21:33:19 main:574] : INFO : Epoch 1931 | loss: 0.031163 | val_loss: 0.0311794 | Time: 1430.4 ms
[2022-02-06 21:33:20 main:574] : INFO : Epoch 1932 | loss: 0.0311609 | val_loss: 0.0311798 | Time: 1440.58 ms
[2022-02-06 21:33:22 main:574] : INFO : Epoch 1933 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 1444.57 ms
[2022-02-06 21:33:23 main:574] : INFO : Epoch 1934 | loss: 0.0311649 | val_loss: 0.0311841 | Time: 1453.86 ms
[2022-02-06 21:33:25 main:574] : INFO : Epoch 1935 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 1436.17 ms
[2022-02-06 21:33:26 main:574] : INFO : Epoch 1936 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 1441.9 ms
[2022-02-06 21:33:28 main:574] : INFO : Epoch 1937 | loss: 0.0311645 | val_loss: 0.031186 | Time: 1444.95 ms
[2022-02-06 21:33:29 main:574] : INFO : Epoch 1938 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 1472.28 ms
[2022-02-06 21:33:31 main:574] : INFO : Epoch 1939 | loss: 0.0311623 | val_loss: 0.0311769 | Time: 1442.11 ms
[2022-02-06 21:33:32 main:574] : INFO : Epoch 1940 | loss: 0.0311599 | val_loss: 0.0311813 | Time: 1483.28 ms
[2022-02-06 21:33:34 main:574] : INFO : Epoch 1941 | loss: 0.031161 | val_loss: 0.0311807 | Time: 1465.55 ms
[2022-02-06 21:33:35 main:574] : INFO : Epoch 1942 | loss: 0.03116 | val_loss: 0.0311833 | Time: 1472.16 ms
[2022-02-06 21:33:37 main:574] : INFO : Epoch 1943 | loss: 0.031159 | val_loss: 0.0311817 | Time: 1467.08 ms
[2022-02-06 21:33:38 main:574] : INFO : Epoch 1944 | loss: 0.0311591 | val_loss: 0.0311809 | Time: 1476.48 ms
[2022-02-06 21:33:40 main:574] : INFO : Epoch 1945 | loss: 0.031158 | val_loss: 0.0311854 | Time: 1495.08 ms
[2022-02-06 21:33:41 main:574] : INFO : Epoch 1946 | loss: 0.0311644 | val_loss: 0.0311902 | Time: 1467.93 ms
[2022-02-06 21:33:42 main:574] : INFO : Epoch 1947 | loss: 0.0311693 | val_loss: 0.031181 | Time: 1477.69 ms
[2022-02-06 21:33:44 main:574] : INFO : Epoch 1948 | loss: 0.0311628 | val_loss: 0.0312001 | Time: 1448.06 ms
[2022-02-06 21:33:45 main:574] : INFO : Epoch 1949 | loss: 0.031163 | val_loss: 0.0311812 | Time: 1471.09 ms
[2022-02-06 21:33:47 main:574] : INFO : Epoch 1950 | loss: 0.0311599 | val_loss: 0.0311858 | Time: 1469.92 ms
[2022-02-06 21:33:48 main:574] : INFO : Epoch 1951 | loss: 0.0311618 | val_loss: 0.0311844 | Time: 1453.51 ms
[2022-02-06 21:33:50 main:574] : INFO : Epoch 1952 | loss: 0.0311564 | val_loss: 0.0311839 | Time: 1492.4 ms
[2022-02-06 21:33:51 main:574] : INFO : Epoch 1953 | loss: 0.0311559 | val_loss: 0.0311821 | Time: 1475.44 ms
[2022-02-06 21:33:53 main:574] : INFO : Epoch 1954 | loss: 0.0311556 | val_loss: 0.0311823 | Time: 1476.09 ms
[2022-02-06 21:33:54 main:574] : INFO : Epoch 1955 | loss: 0.0311578 | val_loss: 0.0311859 | Time: 1478.41 ms
[2022-02-06 21:33:56 main:574] : INFO : Epoch 1956 | loss: 0.0311575 | val_loss: 0.031185 | Time: 1487.29 ms
[2022-02-06 21:33:57 main:574] : INFO : Epoch 1957 | loss: 0.0311597 | val_loss: 0.0311842 | Time: 1443.89 ms
[2022-02-06 21:33:59 main:574] : INFO : Epoch 1958 | loss: 0.0311614 | val_loss: 0.0311842 | Time: 1493.18 ms
[2022-02-06 21:34:00 main:574] : INFO : Epoch 1959 | loss: 0.0311595 | val_loss: 0.0311827 | Time: 1441.09 ms
[2022-02-06 21:34:02 main:574] : INFO : Epoch 1960 | loss: 0.0311566 | val_loss: 0.0311821 | Time: 1426.79 ms
[2022-02-06 21:34:03 main:574] : INFO : Epoch 1961 | loss: 0.0311568 | val_loss: 0.0311917 | Time: 1441.1 ms
[2022-02-06 21:34:05 main:574] : INFO : Epoch 1962 | loss: 0.0311586 | val_loss: 0.031185 | Time: 1442.67 ms
[2022-02-06 21:34:06 main:574] : INFO : Epoch 1963 | loss: 0.0311611 | val_loss: 0.0311875 | Time: 1456.1 ms
[2022-02-06 21:34:07 main:574] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.0311876 | Time: 1470.27 ms
[2022-02-06 21:34:09 main:574] : INFO : Epoch 1965 | loss: 0.0311627 | val_loss: 0.0311844 | Time: 1461.48 ms
[2022-02-06 21:34:10 main:574] : INFO : Epoch 1966 | loss: 0.0311616 | val_loss: 0.0311828 | Time: 1469.85 ms
[2022-02-06 21:34:12 main:574] : INFO : Epoch 1967 | loss: 0.0311584 | val_loss: 0.031183 | Time: 1503.5 ms
[2022-02-06 21:34:13 main:574] : INFO : Epoch 1968 | loss: 0.0311549 | val_loss: 0.0311837 | Time: 1439.36 ms
[2022-02-06 21:34:15 main:574] : INFO : Epoch 1969 | loss: 0.0311575 | val_loss: 0.0311856 | Time: 1489.33 ms
[2022-02-06 21:34:16 main:574] : INFO : Epoch 1970 | loss: 0.031158 | val_loss: 0.0311828 | Time: 1464.41 ms
[2022-02-06 21:34:18 main:574] : INFO : Epoch 1971 | loss: 0.0311575 | val_loss: 0.0311831 | Time: 1471.18 ms
[2022-02-06 21:34:19 main:574] : INFO : Epoch 1972 | loss: 0.0311573 | val_loss: 0.0311838 | Time: 1469 ms
[2022-02-06 21:34:21 main:574] : INFO : Epoch 1973 | loss: 0.0311548 | val_loss: 0.0311828 | Time: 1455.19 ms
[2022-02-06 21:34:22 main:574] : INFO : Epoch 1974 | loss: 0.0311538 | val_loss: 0.0311796 | Time: 1466.09 ms
[2022-02-06 21:34:24 main:574] : INFO : Epoch 1975 | loss: 0.031154 | val_loss: 0.0311869 | Time: 1463.78 ms
[2022-02-06 21:34:25 main:574] : INFO : Epoch 1976 | loss: 0.0311547 | val_loss: 0.0311871 | Time: 1461.31 ms
[2022-02-06 21:34:27 main:574] : INFO : Epoch 1977 | loss: 0.0311546 | val_loss: 0.0311873 | Time: 1493.78 ms
[2022-02-06 21:34:28 main:574] : INFO : Epoch 1978 | loss: 0.0311571 | val_loss: 0.0311835 | Time: 1479.33 ms
[2022-02-06 21:34:30 main:574] : INFO : Epoch 1979 | loss: 0.0311553 | val_loss: 0.0311856 | Time: 1421.31 ms
[2022-02-06 21:34:31 main:574] : INFO : Epoch 1980 | loss: 0.0311529 | val_loss: 0.0311832 | Time: 1474.66 ms
[2022-02-06 21:34:32 main:574] : INFO : Epoch 1981 | loss: 0.0311523 | val_loss: 0.0311825 | Time: 1442.83 ms
[2022-02-06 21:34:34 main:574] : INFO : Epoch 1982 | loss: 0.0311521 | val_loss: 0.0311845 | Time: 1462.2 ms
[2022-02-06 21:34:35 main:574] : INFO : Epoch 1983 | loss: 0.0311534 | val_loss: 0.0311839 | Time: 1438.43 ms
[2022-02-06 21:34:37 main:574] : INFO : Epoch 1984 | loss: 0.0311542 | val_loss: 0.0311847 | Time: 1441.32 ms
[2022-02-06 21:34:38 main:574] : INFO : Epoch 1985 | loss: 0.0311531 | val_loss: 0.0311817 | Time: 1449.07 ms
[2022-02-06 21:34:40 main:574] : INFO : Epoch 1986 | loss: 0.0311516 | val_loss: 0.031186 | Time: 1475.83 ms
[2022-02-06 21:34:41 main:574] : INFO : Epoch 1987 | loss: 0.0311514 | val_loss: 0.0311887 | Time: 1456.54 ms
[2022-02-06 21:34:43 main:574] : INFO : Epoch 1988 | loss: 0.0311536 | val_loss: 0.0311839 | Time: 1459.46 ms
[2022-02-06 21:34:44 main:574] : INFO : Epoch 1989 | loss: 0.0311556 | val_loss: 0.0311795 | Time: 1440.29 ms
[2022-02-06 21:34:46 main:574] : INFO : Epoch 1990 | loss: 0.0311564 | val_loss: 0.0311835 | Time: 1449.34 ms
[2022-02-06 21:34:47 main:574] : INFO : Epoch 1991 | loss: 0.0311542 | val_loss: 0.0311827 | Time: 1458.68 ms
[2022-02-06 21:34:49 main:574] : INFO : Epoch 1992 | loss: 0.0311519 | val_loss: 0.031185 | Time: 1463.53 ms
[2022-02-06 21:34:50 main:574] : INFO : Epoch 1993 | loss: 0.0311539 | val_loss: 0.031184 | Time: 1480.99 ms
[2022-02-06 21:34:51 main:574] : INFO : Epoch 1994 | loss: 0.0311515 | val_loss: 0.0311859 | Time: 1465.66 ms
[2022-02-06 21:34:53 main:574] : INFO : Epoch 1995 | loss: 0.0311533 | val_loss: 0.0311857 | Time: 1455.77 ms
[2022-02-06 21:34:54 main:574] : INFO : Epoch 1996 | loss: 0.0311528 | val_loss: 0.0311814 | Time: 1414.67 ms
[2022-02-06 21:34:56 main:574] : INFO : Epoch 1997 | loss: 0.0311558 | val_loss: 0.0311869 | Time: 1443.7 ms
[2022-02-06 21:34:57 main:574] : INFO : Epoch 1998 | loss: 0.0311501 | val_loss: 0.0311858 | Time: 1475.19 ms
[2022-02-06 21:34:59 main:574] : INFO : Epoch 1999 | loss: 0.0311494 | val_loss: 0.0311899 | Time: 1443.16 ms
[2022-02-06 21:35:00 main:574] : INFO : Epoch 2000 | loss: 0.0311524 | val_loss: 0.0311824 | Time: 1477.84 ms
[2022-02-06 21:35:02 main:574] : INFO : Epoch 2001 | loss: 0.0311499 | val_loss: 0.0311819 | Time: 1468.13 ms
[2022-02-06 21:35:03 main:574] : INFO : Epoch 2002 | loss: 0.0311489 | val_loss: 0.0311827 | Time: 1455.3 ms
[2022-02-06 21:35:05 main:574] : INFO : Epoch 2003 | loss: 0.0311531 | val_loss: 0.0311861 | Time: 1474.04 ms
[2022-02-06 21:35:06 main:574] : INFO : Epoch 2004 | loss: 0.031153 | val_loss: 0.0311797 | Time: 1483.31 ms
[2022-02-06 21:35:08 main:574] : INFO : Epoch 2005 | loss: 0.031151 | val_loss: 0.031189 | Time: 1402.83 ms
[2022-02-06 21:35:09 main:574] : INFO : Epoch 2006 | loss: 0.0311488 | val_loss: 0.0311865 | Time: 1438.27 ms
[2022-02-06 21:35:10 main:574] : INFO : Epoch 2007 | loss: 0.0311482 | val_loss: 0.0311928 | Time: 1460.29 ms
[2022-02-06 21:35:12 main:574] : INFO : Epoch 2008 | loss: 0.0311511 | val_loss: 0.0311877 | Time: 1467.59 ms
[2022-02-06 21:35:13 main:574] : INFO : Epoch 2009 | loss: 0.0311493 | val_loss: 0.0311869 | Time: 1467.58 ms
[2022-02-06 21:35:15 main:574] : INFO : Epoch 2010 | loss: 0.0311506 | val_loss: 0.0311834 | Time: 1463.39 ms
[2022-02-06 21:35:16 main:574] : INFO : Epoch 2011 | loss: 0.0311591 | val_loss: 0.0311833 | Time: 1457.1 ms
[2022-02-06 21:35:18 main:574] : INFO : Epoch 2012 | loss: 0.0311605 | val_loss: 0.0311829 | Time: 1442.74 ms
[2022-02-06 21:35:19 main:574] : INFO : Epoch 2013 | loss: 0.031158 | val_loss: 0.0311841 | Time: 1470.83 ms
[2022-02-06 21:35:21 main:574] : INFO : Epoch 2014 | loss: 0.0311547 | val_loss: 0.0311871 | Time: 1413.57 ms
[2022-02-06 21:35:22 main:574] : INFO : Epoch 2015 | loss: 0.0311546 | val_loss: 0.0311906 | Time: 1465.25 ms
[2022-02-06 21:35:24 main:574] : INFO : Epoch 2016 | loss: 0.031153 | val_loss: 0.0311829 | Time: 1455.7 ms
[2022-02-06 21:35:25 main:574] : INFO : Epoch 2017 | loss: 0.0311501 | val_loss: 0.0311836 | Time: 1456.77 ms
[2022-02-06 21:35:26 main:574] : INFO : Epoch 2018 | loss: 0.0311506 | val_loss: 0.0311872 | Time: 1425.62 ms
[2022-02-06 21:35:28 main:574] : INFO : Epoch 2019 | loss: 0.0311505 | val_loss: 0.0311879 | Time: 1454.95 ms
[2022-02-06 21:35:29 main:574] : INFO : Epoch 2020 | loss: 0.0311552 | val_loss: 0.0312162 | Time: 1434.55 ms
[2022-02-06 21:35:31 main:574] : INFO : Epoch 2021 | loss: 0.0312118 | val_loss: 0.0312261 | Time: 1461.54 ms
[2022-02-06 21:35:32 main:574] : INFO : Epoch 2022 | loss: 0.0312048 | val_loss: 0.0311917 | Time: 1448.3 ms
[2022-02-06 21:35:34 main:574] : INFO : Epoch 2023 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 1454.39 ms
[2022-02-06 21:35:35 main:574] : INFO : Epoch 2024 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 1435.65 ms
[2022-02-06 21:35:37 main:574] : INFO : Epoch 2025 | loss: 0.0311675 | val_loss: 0.0311788 | Time: 1449.11 ms
[2022-02-06 21:35:38 main:574] : INFO : Epoch 2026 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 1486.97 ms
[2022-02-06 21:35:40 main:574] : INFO : Epoch 2027 | loss: 0.0311614 | val_loss: 0.0311806 | Time: 1447.3 ms
[2022-02-06 21:35:41 main:574] : INFO : Epoch 2028 | loss: 0.0311616 | val_loss: 0.0311858 | Time: 1447.13 ms
[2022-02-06 21:35:43 main:574] : INFO : Epoch 2029 | loss: 0.031161 | val_loss: 0.0311794 | Time: 1465.27 ms
[2022-02-06 21:35:44 main:574] : INFO : Epoch 2030 | loss: 0.0311579 | val_loss: 0.0311807 | Time: 1437.57 ms
[2022-02-06 21:35:45 main:574] : INFO : Epoch 2031 | loss: 0.0311566 | val_loss: 0.0311844 | Time: 1472.89 ms
[2022-02-06 21:35:47 main:574] : INFO : Epoch 2032 | loss: 0.0311561 | val_loss: 0.0311801 | Time: 1453.21 ms
[2022-02-06 21:35:48 main:574] : INFO : Epoch 2033 | loss: 0.0311546 | val_loss: 0.0311792 | Time: 1495.47 ms
[2022-02-06 21:35:50 main:574] : INFO : Epoch 2034 | loss: 0.031154 | val_loss: 0.0311842 | Time: 1401.65 ms
[2022-02-06 21:35:51 main:574] : INFO : Epoch 2035 | loss: 0.0311535 | val_loss: 0.0311809 | Time: 1447.61 ms
[2022-02-06 21:35:53 main:574] : INFO : Epoch 2036 | loss: 0.0311536 | val_loss: 0.0311826 | Time: 1480.76 ms
[2022-02-06 21:35:54 main:574] : INFO : Epoch 2037 | loss: 0.0311545 | val_loss: 0.0311815 | Time: 1488.5 ms
[2022-02-06 21:35:56 main:574] : INFO : Epoch 2038 | loss: 0.0311519 | val_loss: 0.0311836 | Time: 1461.77 ms
[2022-02-06 21:35:57 main:574] : INFO : Epoch 2039 | loss: 0.0311515 | val_loss: 0.0311811 | Time: 1472.05 ms
[2022-02-06 21:35:59 main:574] : INFO : Epoch 2040 | loss: 0.0311571 | val_loss: 0.0311821 | Time: 1461.45 ms
[2022-02-06 21:36:00 main:574] : INFO : Epoch 2041 | loss: 0.0311549 | val_loss: 0.0311842 | Time: 1451.12 ms
[2022-02-06 21:36:02 main:574] : INFO : Epoch 2042 | loss: 0.031153 | val_loss: 0.0311798 | Time: 1473.95 ms
[2022-02-06 21:36:03 main:574] : INFO : Epoch 2043 | loss: 0.0311534 | val_loss: 0.0311836 | Time: 1432.76 ms
[2022-02-06 21:36:05 main:574] : INFO : Epoch 2044 | loss: 0.0311522 | val_loss: 0.0311798 | Time: 1486.47 ms
[2022-02-06 21:36:06 main:574] : INFO : Epoch 2045 | loss: 0.0311512 | val_loss: 0.0311828 | Time: 1461.93 ms
[2022-02-06 21:36:07 main:574] : INFO : Epoch 2046 | loss: 0.03115 | val_loss: 0.0311811 | Time: 1439.78 ms
[2022-02-06 21:36:09 main:574] : INFO : Epoch 2047 | loss: 0.0311503 | val_loss: 0.0311824 | Time: 1476.94 ms
[2022-02-06 21:36:10 main:574] : INFO : Epoch 2048 | loss: 0.0311538 | val_loss: 0.0311792 | Time: 1470.17 ms
[2022-02-06 21:36:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311792
[2022-02-06 21:36:10 main:603] : INFO : Saving end state to config to file
[2022-02-06 21:36:10 main:608] : INFO : Success, exiting..
21:36:10 (9852): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)