Task 5165922
| Name | ParityModified-1619579729-4475-1_0 |
| Workunit | 3103750 |
| Created | 8 May 2021, 11:03:25 UTC |
| Sent | 18 May 2021, 1:49:08 UTC |
| Report deadline | 25 May 2021, 1:49:08 UTC |
| Received | 18 May 2021, 23:08:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 58 min 8 sec |
| CPU time | 58 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311371 | val_loss: 0.0311613 | Time: 1669.54 ms
[2021-05-18 17:53:52 main:581] : INFO : Epoch 1539 | loss: 0.0311361 | val_loss: 0.0311633 | Time: 1647.87 ms
[2021-05-18 17:53:53 main:581] : INFO : Epoch 1540 | loss: 0.0311335 | val_loss: 0.0311628 | Time: 1748.15 ms
[2021-05-18 17:53:55 main:581] : INFO : Epoch 1541 | loss: 0.0311343 | val_loss: 0.0311641 | Time: 1775.63 ms
[2021-05-18 17:53:57 main:581] : INFO : Epoch 1542 | loss: 0.0311341 | val_loss: 0.0311621 | Time: 1708.27 ms
[2021-05-18 17:53:59 main:581] : INFO : Epoch 1543 | loss: 0.0311353 | val_loss: 0.0311629 | Time: 1671.31 ms
[2021-05-18 17:54:00 main:581] : INFO : Epoch 1544 | loss: 0.0311357 | val_loss: 0.0311655 | Time: 1723.37 ms
[2021-05-18 17:54:02 main:581] : INFO : Epoch 1545 | loss: 0.0311374 | val_loss: 0.0311618 | Time: 1782.78 ms
[2021-05-18 17:54:04 main:581] : INFO : Epoch 1546 | loss: 0.0311373 | val_loss: 0.031163 | Time: 1646.12 ms
[2021-05-18 17:54:05 main:581] : INFO : Epoch 1547 | loss: 0.0311377 | val_loss: 0.0311631 | Time: 1642.02 ms
[2021-05-18 17:54:07 main:581] : INFO : Epoch 1548 | loss: 0.0311373 | val_loss: 0.0311636 | Time: 1676.13 ms
[2021-05-18 17:54:09 main:581] : INFO : Epoch 1549 | loss: 0.0311384 | val_loss: 0.031163 | Time: 1688.87 ms
[2021-05-18 17:54:10 main:581] : INFO : Epoch 1550 | loss: 0.0311371 | val_loss: 0.0311646 | Time: 1689.42 ms
[2021-05-18 17:54:12 main:581] : INFO : Epoch 1551 | loss: 0.0311346 | val_loss: 0.0311618 | Time: 1627.34 ms
[2021-05-18 17:54:14 main:581] : INFO : Epoch 1552 | loss: 0.0311346 | val_loss: 0.0311595 | Time: 1751.58 ms
[2021-05-18 17:54:15 main:581] : INFO : Epoch 1553 | loss: 0.0311356 | val_loss: 0.0311675 | Time: 1614.77 ms
[2021-05-18 17:54:17 main:581] : INFO : Epoch 1554 | loss: 0.031137 | val_loss: 0.0311605 | Time: 1731.24 ms
[2021-05-18 17:54:19 main:581] : INFO : Epoch 1555 | loss: 0.0311343 | val_loss: 0.031168 | Time: 1640.12 ms
[2021-05-18 17:54:21 main:581] : INFO : Epoch 1556 | loss: 0.0311365 | val_loss: 0.0311657 | Time: 1873.62 ms
[2021-05-18 17:54:22 main:581] : INFO : Epoch 1557 | loss: 0.0311351 | val_loss: 0.0311717 | Time: 1731.47 ms
[2021-05-18 17:54:24 main:581] : INFO : Epoch 1558 | loss: 0.0311355 | val_loss: 0.0311663 | Time: 1588.65 ms
[2021-05-18 17:54:26 main:581] : INFO : Epoch 1559 | loss: 0.0311324 | val_loss: 0.0311666 | Time: 1663.89 ms
[2021-05-18 17:54:27 main:581] : INFO : Epoch 1560 | loss: 0.0311335 | val_loss: 0.0311694 | Time: 1685.32 ms
[2021-05-18 17:54:29 main:581] : INFO : Epoch 1561 | loss: 0.031137 | val_loss: 0.0311638 | Time: 1715.43 ms
[2021-05-18 17:54:31 main:581] : INFO : Epoch 1562 | loss: 0.0311318 | val_loss: 0.031166 | Time: 1787.1 ms
[2021-05-18 17:54:33 main:581] : INFO : Epoch 1563 | loss: 0.0311331 | val_loss: 0.0311678 | Time: 1778.22 ms
[2021-05-18 17:54:34 main:581] : INFO : Epoch 1564 | loss: 0.0311406 | val_loss: 0.0311647 | Time: 1815.29 ms
[2021-05-18 17:54:36 main:581] : INFO : Epoch 1565 | loss: 0.0311381 | val_loss: 0.0311624 | Time: 1634.9 ms
[2021-05-18 17:54:38 main:581] : INFO : Epoch 1566 | loss: 0.0311411 | val_loss: 0.0311733 | Time: 1681.17 ms
[2021-05-18 17:54:39 main:581] : INFO : Epoch 1567 | loss: 0.0311652 | val_loss: 0.0311943 | Time: 1707.64 ms
[2021-05-18 17:54:41 main:581] : INFO : Epoch 1568 | loss: 0.0311899 | val_loss: 0.0311847 | Time: 1757.53 ms
[2021-05-18 17:54:43 main:581] : INFO : Epoch 1569 | loss: 0.031178 | val_loss: 0.0311789 | Time: 1690.94 ms
[2021-05-18 17:54:45 main:581] : INFO : Epoch 1570 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 1805 ms
[2021-05-18 17:54:46 main:581] : INFO : Epoch 1571 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 1660.97 ms
[2021-05-18 17:54:48 main:581] : INFO : Epoch 1572 | loss: 0.031167 | val_loss: 0.0311775 | Time: 1637.27 ms
[2021-05-18 17:54:50 main:581] : INFO : Epoch 1573 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1788.54 ms
[2021-05-18 17:54:52 main:581] : INFO : Epoch 1574 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 1753.32 ms
[2021-05-18 17:54:53 main:581] : INFO : Epoch 1575 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 1586.69 ms
[2021-05-18 17:54:55 main:581] : INFO : Epoch 1576 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 1648.49 ms
[2021-05-18 17:54:56 main:581] : INFO : Epoch 1577 | loss: 0.031157 | val_loss: 0.0311682 | Time: 1652.46 ms
[2021-05-18 17:54:58 main:581] : INFO : Epoch 1578 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 1620.74 ms
[2021-05-18 17:55:00 main:581] : INFO : Epoch 1579 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 1685.38 ms
[2021-05-18 17:55:01 main:581] : INFO : Epoch 1580 | loss: 0.0311602 | val_loss: 0.031167 | Time: 1697.96 ms
[2021-05-18 17:55:03 main:581] : INFO : Epoch 1581 | loss: 0.031157 | val_loss: 0.0311658 | Time: 1665.02 ms
[2021-05-18 17:55:05 main:581] : INFO : Epoch 1582 | loss: 0.0311558 | val_loss: 0.031164 | Time: 1626.09 ms
[2021-05-18 17:55:06 main:581] : INFO : Epoch 1583 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 1783.5 ms
[2021-05-18 17:55:08 main:581] : INFO : Epoch 1584 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 1690.95 ms
[2021-05-18 17:55:10 main:581] : INFO : Epoch 1585 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 1719.66 ms
[2021-05-18 17:55:12 main:581] : INFO : Epoch 1586 | loss: 0.0311572 | val_loss: 0.031165 | Time: 1630.91 ms
[2021-05-18 17:55:13 main:581] : INFO : Epoch 1587 | loss: 0.0311553 | val_loss: 0.0311676 | Time: 1795.12 ms
[2021-05-18 17:55:15 main:581] : INFO : Epoch 1588 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 1661.55 ms
[2021-05-18 17:55:17 main:581] : INFO : Epoch 1589 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1652.46 ms
[2021-05-18 17:55:18 main:581] : INFO : Epoch 1590 | loss: 0.0311564 | val_loss: 0.0311651 | Time: 1587.84 ms
[2021-05-18 17:55:20 main:581] : INFO : Epoch 1591 | loss: 0.0311515 | val_loss: 0.0311672 | Time: 1704.51 ms
[2021-05-18 17:55:22 main:581] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311599 | Time: 1588.45 ms
[2021-05-18 17:55:23 main:581] : INFO : Epoch 1593 | loss: 0.0311536 | val_loss: 0.0311636 | Time: 1721.76 ms
[2021-05-18 17:55:25 main:581] : INFO : Epoch 1594 | loss: 0.031151 | val_loss: 0.0311603 | Time: 1686.8 ms
[2021-05-18 17:55:27 main:581] : INFO : Epoch 1595 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 1627.08 ms
[2021-05-18 17:55:28 main:581] : INFO : Epoch 1596 | loss: 0.0311466 | val_loss: 0.0311603 | Time: 1707.66 ms
[2021-05-18 17:55:30 main:581] : INFO : Epoch 1597 | loss: 0.0311463 | val_loss: 0.03116 | Time: 1658.6 ms
[2021-05-18 17:55:32 main:581] : INFO : Epoch 1598 | loss: 0.0311455 | val_loss: 0.0311626 | Time: 1592.59 ms
[2021-05-18 17:55:33 main:581] : INFO : Epoch 1599 | loss: 0.0311435 | val_loss: 0.031164 | Time: 1709.12 ms
[2021-05-18 17:55:35 main:581] : INFO : Epoch 1600 | loss: 0.0311424 | val_loss: 0.0311621 | Time: 1589.31 ms
[2021-05-18 17:55:36 main:581] : INFO : Epoch 1601 | loss: 0.0311437 | val_loss: 0.0311615 | Time: 1605.51 ms
[2021-05-18 17:55:38 main:581] : INFO : Epoch 1602 | loss: 0.0311454 | val_loss: 0.0311638 | Time: 1671.09 ms
[2021-05-18 17:55:40 main:581] : INFO : Epoch 1603 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 1821.76 ms
[2021-05-18 17:55:42 main:581] : INFO : Epoch 1604 | loss: 0.0311434 | val_loss: 0.0311633 | Time: 1792.39 ms
[2021-05-18 17:55:43 main:581] : INFO : Epoch 1605 | loss: 0.0311409 | val_loss: 0.0311622 | Time: 1731.15 ms
[2021-05-18 17:55:45 main:581] : INFO : Epoch 1606 | loss: 0.0311445 | val_loss: 0.0311642 | Time: 1697.17 ms
[2021-05-18 17:55:47 main:581] : INFO : Epoch 1607 | loss: 0.0311456 | val_loss: 0.0311604 | Time: 1714.41 ms
[2021-05-18 17:55:48 main:581] : INFO : Epoch 1608 | loss: 0.0311479 | val_loss: 0.0311618 | Time: 1607.56 ms
[2021-05-18 17:55:50 main:581] : INFO : Epoch 1609 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 1672.28 ms
[2021-05-18 17:55:52 main:581] : INFO : Epoch 1610 | loss: 0.0311471 | val_loss: 0.0311636 | Time: 1683.81 ms
[2021-05-18 17:55:53 main:581] : INFO : Epoch 1611 | loss: 0.031145 | val_loss: 0.0311652 | Time: 1659.61 ms
[2021-05-18 17:55:55 main:581] : INFO : Epoch 1612 | loss: 0.0311408 | val_loss: 0.0311649 | Time: 1829.44 ms
[2021-05-18 17:55:57 main:581] : INFO : Epoch 1613 | loss: 0.0311429 | val_loss: 0.0311597 | Time: 1826.3 ms
[2021-05-18 17:55:59 main:581] : INFO : Epoch 1614 | loss: 0.0311419 | val_loss: 0.0311577 | Time: 1588 ms
[2021-05-18 17:56:00 main:581] : INFO : Epoch 1615 | loss: 0.0311399 | val_loss: 0.0311573 | Time: 1733.62 ms
[2021-05-18 17:56:02 main:581] : INFO : Epoch 1616 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 1678.6 ms
[2021-05-18 17:56:04 main:581] : INFO : Epoch 1617 | loss: 0.0311393 | val_loss: 0.0311567 | Time: 1664.55 ms
[2021-05-18 17:56:05 main:581] : INFO : Epoch 1618 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 1643.4 ms
[2021-05-18 17:56:07 main:581] : INFO : Epoch 1619 | loss: 0.0311443 | val_loss: 0.0311615 | Time: 1725.37 ms
[2021-05-18 17:56:09 main:581] : INFO : Epoch 1620 | loss: 0.0311412 | val_loss: 0.0311595 | Time: 1835.28 ms
[2021-05-18 17:56:11 main:581] : INFO : Epoch 1621 | loss: 0.0311392 | val_loss: 0.0311559 | Time: 1689.44 ms
[2021-05-18 17:56:12 main:581] : INFO : Epoch 1622 | loss: 0.0311393 | val_loss: 0.0311593 | Time: 1804.81 ms
[2021-05-18 17:56:14 main:581] : INFO : Epoch 1623 | loss: 0.0311428 | val_loss: 0.0311718 | Time: 1619.44 ms
[2021-05-18 17:56:16 main:581] : INFO : Epoch 1624 | loss: 0.0311465 | val_loss: 0.0311631 | Time: 1691.93 ms
[2021-05-18 17:56:18 main:581] : INFO : Epoch 1625 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 1706.08 ms
[2021-05-18 17:56:19 main:581] : INFO : Epoch 1626 | loss: 0.0311377 | val_loss: 0.0311594 | Time: 1675.43 ms
[2021-05-18 17:56:21 main:581] : INFO : Epoch 1627 | loss: 0.0311389 | val_loss: 0.0311602 | Time: 1804.82 ms
[2021-05-18 17:56:23 main:581] : INFO : Epoch 1628 | loss: 0.0311357 | val_loss: 0.0311673 | Time: 1955.35 ms
[2021-05-18 17:56:25 main:581] : INFO : Epoch 1629 | loss: 0.0311378 | val_loss: 0.0311657 | Time: 1852.33 ms
[2021-05-18 17:56:27 main:581] : INFO : Epoch 1630 | loss: 0.0311364 | val_loss: 0.0311609 | Time: 1750.19 ms
[2021-05-18 17:56:28 main:581] : INFO : Epoch 1631 | loss: 0.0311379 | val_loss: 0.0311609 | Time: 1713.26 ms
[2021-05-18 17:56:30 main:581] : INFO : Epoch 1632 | loss: 0.0311372 | val_loss: 0.0311644 | Time: 1735.69 ms
[2021-05-18 17:56:32 main:581] : INFO : Epoch 1633 | loss: 0.0311367 | val_loss: 0.0311644 | Time: 1722.58 ms
[2021-05-18 17:56:33 main:581] : INFO : Epoch 1634 | loss: 0.0311379 | val_loss: 0.031163 | Time: 1593.3 ms
[2021-05-18 17:56:35 main:581] : INFO : Epoch 1635 | loss: 0.0311416 | val_loss: 0.0311665 | Time: 1773.6 ms
[2021-05-18 17:56:37 main:581] : INFO : Epoch 1636 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 1756.37 ms
[2021-05-18 17:56:39 main:581] : INFO : Epoch 1637 | loss: 0.0311418 | val_loss: 0.0311639 | Time: 1725.27 ms
[2021-05-18 17:56:40 main:581] : INFO : Epoch 1638 | loss: 0.0311419 | val_loss: 0.0311617 | Time: 1776.67 ms
[2021-05-18 17:56:42 main:581] : INFO : Epoch 1639 | loss: 0.0311397 | val_loss: 0.0311642 | Time: 1783.22 ms
[2021-05-18 17:56:44 main:581] : INFO : Epoch 1640 | loss: 0.0311382 | val_loss: 0.0311633 | Time: 1711.56 ms
[2021-05-18 17:56:46 main:581] : INFO : Epoch 1641 | loss: 0.0311369 | val_loss: 0.0311606 | Time: 1776.85 ms
[2021-05-18 17:56:47 main:581] : INFO : Epoch 1642 | loss: 0.0311382 | val_loss: 0.0311611 | Time: 1685.4 ms
[2021-05-18 17:56:49 main:581] : INFO : Epoch 1643 | loss: 0.0311391 | val_loss: 0.0311639 | Time: 1691.69 ms
[2021-05-18 17:56:51 main:581] : INFO : Epoch 1644 | loss: 0.0311384 | val_loss: 0.0311649 | Time: 1667.18 ms
[2021-05-18 17:56:52 main:581] : INFO : Epoch 1645 | loss: 0.031139 | val_loss: 0.0311655 | Time: 1649.54 ms
[2021-05-18 17:56:54 main:581] : INFO : Epoch 1646 | loss: 0.0311385 | val_loss: 0.0311622 | Time: 1698.89 ms
[2021-05-18 17:56:56 main:581] : INFO : Epoch 1647 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 1652.1 ms
[2021-05-18 17:56:57 main:581] : INFO : Epoch 1648 | loss: 0.0311446 | val_loss: 0.031163 | Time: 1733.75 ms
[2021-05-18 17:56:59 main:581] : INFO : Epoch 1649 | loss: 0.0311387 | val_loss: 0.0311632 | Time: 1636.73 ms
[2021-05-18 17:57:01 main:581] : INFO : Epoch 1650 | loss: 0.0311397 | val_loss: 0.031161 | Time: 1725.06 ms
[2021-05-18 17:57:02 main:581] : INFO : Epoch 1651 | loss: 0.0311412 | val_loss: 0.031174 | Time: 1607.21 ms
[2021-05-18 17:57:04 main:581] : INFO : Epoch 1652 | loss: 0.0311475 | val_loss: 0.0311624 | Time: 1611.88 ms
[2021-05-18 17:57:06 main:581] : INFO : Epoch 1653 | loss: 0.031141 | val_loss: 0.0311683 | Time: 1627.36 ms
[2021-05-18 17:57:07 main:581] : INFO : Epoch 1654 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 1860.77 ms
[2021-05-18 17:57:09 main:581] : INFO : Epoch 1655 | loss: 0.031138 | val_loss: 0.0311585 | Time: 1726.13 ms
[2021-05-18 17:57:11 main:581] : INFO : Epoch 1656 | loss: 0.0311377 | val_loss: 0.0311615 | Time: 1803.2 ms
[2021-05-18 17:57:13 main:581] : INFO : Epoch 1657 | loss: 0.0311394 | val_loss: 0.0311649 | Time: 1657.89 ms
[2021-05-18 17:57:14 main:581] : INFO : Epoch 1658 | loss: 0.0311392 | val_loss: 0.0311683 | Time: 1661.88 ms
[2021-05-18 17:57:16 main:581] : INFO : Epoch 1659 | loss: 0.0311392 | val_loss: 0.0311607 | Time: 1664.64 ms
[2021-05-18 17:57:18 main:581] : INFO : Epoch 1660 | loss: 0.0311435 | val_loss: 0.0311646 | Time: 1673.54 ms
[2021-05-18 17:57:19 main:581] : INFO : Epoch 1661 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 1698.05 ms
[2021-05-18 17:57:21 main:581] : INFO : Epoch 1662 | loss: 0.0311472 | val_loss: 0.0311594 | Time: 1716.94 ms
[2021-05-18 17:57:23 main:581] : INFO : Epoch 1663 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 1721.32 ms
[2021-05-18 17:57:25 main:581] : INFO : Epoch 1664 | loss: 0.0311447 | val_loss: 0.0311576 | Time: 1713.85 ms
[2021-05-18 17:57:26 main:581] : INFO : Epoch 1665 | loss: 0.0311431 | val_loss: 0.0311632 | Time: 1709.39 ms
[2021-05-18 17:57:28 main:581] : INFO : Epoch 1666 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 1797.82 ms
[2021-05-18 17:57:30 main:581] : INFO : Epoch 1667 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 1738.44 ms
[2021-05-18 17:57:32 main:581] : INFO : Epoch 1668 | loss: 0.0311437 | val_loss: 0.0311573 | Time: 1963.36 ms
[2021-05-18 17:57:33 main:581] : INFO : Epoch 1669 | loss: 0.0311417 | val_loss: 0.0311588 | Time: 1622.04 ms
[2021-05-18 17:57:35 main:581] : INFO : Epoch 1670 | loss: 0.0311401 | val_loss: 0.03116 | Time: 1708.64 ms
[2021-05-18 17:57:37 main:581] : INFO : Epoch 1671 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 1685.14 ms
[2021-05-18 17:57:39 main:581] : INFO : Epoch 1672 | loss: 0.0311417 | val_loss: 0.0311604 | Time: 1777.16 ms
[2021-05-18 17:57:40 main:581] : INFO : Epoch 1673 | loss: 0.0311444 | val_loss: 0.0311669 | Time: 1731.07 ms
[2021-05-18 17:57:42 main:581] : INFO : Epoch 1674 | loss: 0.0311504 | val_loss: 0.031157 | Time: 1628.42 ms
[2021-05-18 17:57:44 main:581] : INFO : Epoch 1675 | loss: 0.0311434 | val_loss: 0.0311602 | Time: 1802.61 ms
[2021-05-18 17:57:45 main:581] : INFO : Epoch 1676 | loss: 0.0311398 | val_loss: 0.0311559 | Time: 1701.91 ms
[2021-05-18 17:57:47 main:581] : INFO : Epoch 1677 | loss: 0.0311365 | val_loss: 0.0311559 | Time: 1819.07 ms
[2021-05-18 17:57:49 main:581] : INFO : Epoch 1678 | loss: 0.0311371 | val_loss: 0.0311626 | Time: 1754.56 ms
[2021-05-18 17:57:51 main:581] : INFO : Epoch 1679 | loss: 0.0311388 | val_loss: 0.0311611 | Time: 1720.79 ms
[2021-05-18 17:57:52 main:581] : INFO : Epoch 1680 | loss: 0.0311354 | val_loss: 0.0311592 | Time: 1821.48 ms
[2021-05-18 17:57:54 main:581] : INFO : Epoch 1681 | loss: 0.0311353 | val_loss: 0.0311585 | Time: 1810.4 ms
[2021-05-18 17:57:56 main:581] : INFO : Epoch 1682 | loss: 0.0311346 | val_loss: 0.0311543 | Time: 1687.43 ms
[2021-05-18 17:57:58 main:581] : INFO : Epoch 1683 | loss: 0.0311359 | val_loss: 0.0311578 | Time: 1682.76 ms
[2021-05-18 17:57:59 main:581] : INFO : Epoch 1684 | loss: 0.0311366 | val_loss: 0.031165 | Time: 1762.42 ms
[2021-05-18 17:58:01 main:581] : INFO : Epoch 1685 | loss: 0.0311365 | val_loss: 0.0311584 | Time: 1652.46 ms
[2021-05-18 17:58:03 main:581] : INFO : Epoch 1686 | loss: 0.031136 | val_loss: 0.0311637 | Time: 1640.5 ms
[2021-05-18 17:58:04 main:581] : INFO : Epoch 1687 | loss: 0.0311372 | val_loss: 0.031165 | Time: 1718.47 ms
[2021-05-18 17:58:06 main:581] : INFO : Epoch 1688 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 1845.78 ms
[2021-05-18 17:58:08 main:581] : INFO : Epoch 1689 | loss: 0.0311412 | val_loss: 0.0311597 | Time: 1752.83 ms
[2021-05-18 17:58:10 main:581] : INFO : Epoch 1690 | loss: 0.0311395 | val_loss: 0.0311541 | Time: 1602.74 ms
[2021-05-18 17:58:11 main:581] : INFO : Epoch 1691 | loss: 0.03114 | val_loss: 0.0311633 | Time: 1616.71 ms
[2021-05-18 17:58:13 main:581] : INFO : Epoch 1692 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 1642.09 ms
[2021-05-18 17:58:15 main:581] : INFO : Epoch 1693 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 1701.07 ms
[2021-05-18 17:58:16 main:581] : INFO : Epoch 1694 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 1849.13 ms
[2021-05-18 17:58:18 main:581] : INFO : Epoch 1695 | loss: 0.0311393 | val_loss: 0.0311578 | Time: 1857.11 ms
[2021-05-18 17:58:20 main:581] : INFO : Epoch 1696 | loss: 0.0311387 | val_loss: 0.031155 | Time: 1813.36 ms
[2021-05-18 17:58:22 main:581] : INFO : Epoch 1697 | loss: 0.0311375 | val_loss: 0.0311559 | Time: 1818.28 ms
[2021-05-18 17:58:24 main:581] : INFO : Epoch 1698 | loss: 0.0311354 | val_loss: 0.0311562 | Time: 1708.67 ms
[2021-05-18 17:58:25 main:581] : INFO : Epoch 1699 | loss: 0.0311355 | val_loss: 0.0311565 | Time: 1748.57 ms
[2021-05-18 17:58:27 main:581] : INFO : Epoch 1700 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 1814.11 ms
[2021-05-18 17:58:29 main:581] : INFO : Epoch 1701 | loss: 0.0311363 | val_loss: 0.031158 | Time: 1894.2 ms
[2021-05-18 17:58:31 main:581] : INFO : Epoch 1702 | loss: 0.0311345 | val_loss: 0.0311603 | Time: 1770.33 ms
[2021-05-18 17:58:33 main:581] : INFO : Epoch 1703 | loss: 0.0311358 | val_loss: 0.0311665 | Time: 1831.47 ms
[2021-05-18 17:58:34 main:581] : INFO : Epoch 1704 | loss: 0.0311413 | val_loss: 0.0311679 | Time: 1697.71 ms
[2021-05-18 17:58:36 main:581] : INFO : Epoch 1705 | loss: 0.0311368 | val_loss: 0.0311636 | Time: 1623.4 ms
[2021-05-18 17:58:38 main:581] : INFO : Epoch 1706 | loss: 0.031132 | val_loss: 0.0311611 | Time: 1814.75 ms
[2021-05-18 17:58:39 main:581] : INFO : Epoch 1707 | loss: 0.031135 | val_loss: 0.0311598 | Time: 1637.13 ms
[2021-05-18 17:58:41 main:581] : INFO : Epoch 1708 | loss: 0.0311358 | val_loss: 0.0311685 | Time: 1655.29 ms
[2021-05-18 17:58:43 main:581] : INFO : Epoch 1709 | loss: 0.0311362 | val_loss: 0.0311567 | Time: 1725.87 ms
[2021-05-18 17:58:45 main:581] : INFO : Epoch 1710 | loss: 0.0311342 | val_loss: 0.0311546 | Time: 1674.76 ms
[2021-05-18 17:58:46 main:581] : INFO : Epoch 1711 | loss: 0.0311344 | val_loss: 0.0311575 | Time: 1759.08 ms
[2021-05-18 17:58:48 main:581] : INFO : Epoch 1712 | loss: 0.0311326 | val_loss: 0.0311557 | Time: 1787.11 ms
[2021-05-18 17:58:50 main:581] : INFO : Epoch 1713 | loss: 0.0311411 | val_loss: 0.0311642 | Time: 1728.33 ms
[2021-05-18 17:58:51 main:581] : INFO : Epoch 1714 | loss: 0.0311524 | val_loss: 0.0311566 | Time: 1619.1 ms
[2021-05-18 17:58:53 main:581] : INFO : Epoch 1715 | loss: 0.0311491 | val_loss: 0.0311584 | Time: 1654.92 ms
[2021-05-18 17:58:55 main:581] : INFO : Epoch 1716 | loss: 0.031143 | val_loss: 0.0311598 | Time: 1712.73 ms
[2021-05-18 17:58:57 main:581] : INFO : Epoch 1717 | loss: 0.0311465 | val_loss: 0.0311535 | Time: 1786.22 ms
[2021-05-18 17:58:58 main:581] : INFO : Epoch 1718 | loss: 0.0311414 | val_loss: 0.0311593 | Time: 1682.02 ms
[2021-05-18 17:59:00 main:581] : INFO : Epoch 1719 | loss: 0.031137 | val_loss: 0.0311547 | Time: 1685.91 ms
[2021-05-18 17:59:02 main:581] : INFO : Epoch 1720 | loss: 0.0311368 | val_loss: 0.0311573 | Time: 1697.4 ms
[2021-05-18 17:59:03 main:581] : INFO : Epoch 1721 | loss: 0.0311357 | val_loss: 0.0311536 | Time: 1771.79 ms
[2021-05-18 17:59:05 main:581] : INFO : Epoch 1722 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 1652.67 ms
[2021-05-18 17:59:07 main:581] : INFO : Epoch 1723 | loss: 0.0311366 | val_loss: 0.0311581 | Time: 1689.37 ms
[2021-05-18 17:59:08 main:581] : INFO : Epoch 1724 | loss: 0.0311347 | val_loss: 0.0311603 | Time: 1621.82 ms
[2021-05-18 17:59:10 main:581] : INFO : Epoch 1725 | loss: 0.0311404 | val_loss: 0.0311579 | Time: 1818.03 ms
[2021-05-18 17:59:12 main:581] : INFO : Epoch 1726 | loss: 0.0311387 | val_loss: 0.0311639 | Time: 1681.19 ms
[2021-05-18 17:59:14 main:581] : INFO : Epoch 1727 | loss: 0.0311389 | val_loss: 0.0311562 | Time: 1633.51 ms
[2021-05-18 17:59:15 main:581] : INFO : Epoch 1728 | loss: 0.0311365 | val_loss: 0.0311607 | Time: 1743.83 ms
[2021-05-18 17:59:17 main:581] : INFO : Epoch 1729 | loss: 0.0311363 | val_loss: 0.0311643 | Time: 1747.51 ms
[2021-05-18 17:59:19 main:581] : INFO : Epoch 1730 | loss: 0.0311357 | val_loss: 0.0311587 | Time: 1664.53 ms
[2021-05-18 17:59:20 main:581] : INFO : Epoch 1731 | loss: 0.0311356 | val_loss: 0.0311581 | Time: 1637.93 ms
[2021-05-18 17:59:22 main:581] : INFO : Epoch 1732 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 1702.34 ms
[2021-05-18 17:59:24 main:581] : INFO : Epoch 1733 | loss: 0.031135 | val_loss: 0.0311591 | Time: 1767.48 ms
[2021-05-18 17:59:25 main:581] : INFO : Epoch 1734 | loss: 0.0311335 | val_loss: 0.0311567 | Time: 1668.04 ms
[2021-05-18 17:59:27 main:581] : INFO : Epoch 1735 | loss: 0.0311349 | val_loss: 0.0311607 | Time: 1735.49 ms
[2021-05-18 17:59:29 main:581] : INFO : Epoch 1736 | loss: 0.0311305 | val_loss: 0.0311558 | Time: 1779.13 ms
[2021-05-18 17:59:31 main:581] : INFO : Epoch 1737 | loss: 0.0311338 | val_loss: 0.0311624 | Time: 1662.65 ms
[2021-05-18 17:59:32 main:581] : INFO : Epoch 1738 | loss: 0.0311323 | val_loss: 0.0311605 | Time: 1789.81 ms
[2021-05-18 17:59:34 main:581] : INFO : Epoch 1739 | loss: 0.0311296 | val_loss: 0.0311559 | Time: 1609.8 ms
[2021-05-18 17:59:36 main:581] : INFO : Epoch 1740 | loss: 0.0311294 | val_loss: 0.0311562 | Time: 1836.28 ms
[2021-05-18 17:59:38 main:581] : INFO : Epoch 1741 | loss: 0.0311295 | val_loss: 0.0311567 | Time: 1744.37 ms
[2021-05-18 17:59:39 main:581] : INFO : Epoch 1742 | loss: 0.0311353 | val_loss: 0.0311593 | Time: 1771.69 ms
[2021-05-18 17:59:41 main:581] : INFO : Epoch 1743 | loss: 0.0311325 | val_loss: 0.0311572 | Time: 1941.2 ms
[2021-05-18 17:59:43 main:581] : INFO : Epoch 1744 | loss: 0.0311319 | val_loss: 0.0311593 | Time: 1701.34 ms
[2021-05-18 17:59:45 main:581] : INFO : Epoch 1745 | loss: 0.031128 | val_loss: 0.0311579 | Time: 1730.43 ms
[2021-05-18 17:59:47 main:581] : INFO : Epoch 1746 | loss: 0.0311314 | val_loss: 0.0311542 | Time: 1778.3 ms
[2021-05-18 17:59:48 main:581] : INFO : Epoch 1747 | loss: 0.0311347 | val_loss: 0.0311577 | Time: 1674.39 ms
[2021-05-18 17:59:50 main:581] : INFO : Epoch 1748 | loss: 0.0311321 | val_loss: 0.0311609 | Time: 1723.09 ms
[2021-05-18 17:59:52 main:581] : INFO : Epoch 1749 | loss: 0.031134 | val_loss: 0.0311604 | Time: 1625.36 ms
[2021-05-18 17:59:53 main:581] : INFO : Epoch 1750 | loss: 0.0311348 | val_loss: 0.0311612 | Time: 1645.21 ms
[2021-05-18 17:59:55 main:581] : INFO : Epoch 1751 | loss: 0.0311338 | val_loss: 0.0311568 | Time: 1778.65 ms
[2021-05-18 17:59:57 main:581] : INFO : Epoch 1752 | loss: 0.0311328 | val_loss: 0.0311598 | Time: 1664.61 ms
[2021-05-18 17:59:58 main:581] : INFO : Epoch 1753 | loss: 0.0311389 | val_loss: 0.0311575 | Time: 1660.14 ms
[2021-05-18 18:00:00 main:581] : INFO : Epoch 1754 | loss: 0.0311408 | val_loss: 0.0311567 | Time: 1753.93 ms
[2021-05-18 18:00:02 main:581] : INFO : Epoch 1755 | loss: 0.0311381 | val_loss: 0.0311576 | Time: 1700.54 ms
[2021-05-18 18:00:04 main:581] : INFO : Epoch 1756 | loss: 0.0311358 | val_loss: 0.0311563 | Time: 1833.96 ms
[2021-05-18 18:00:05 main:581] : INFO : Epoch 1757 | loss: 0.031135 | val_loss: 0.0311575 | Time: 1667.67 ms
[2021-05-18 18:00:07 main:581] : INFO : Epoch 1758 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 1655.8 ms
[2021-05-18 18:00:09 main:581] : INFO : Epoch 1759 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 1685.38 ms
[2021-05-18 18:00:10 main:581] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.0311553 | Time: 1679.08 ms
[2021-05-18 18:00:12 main:581] : INFO : Epoch 1761 | loss: 0.0311415 | val_loss: 0.0311654 | Time: 1742.76 ms
[2021-05-18 18:00:14 main:581] : INFO : Epoch 1762 | loss: 0.031144 | val_loss: 0.0311665 | Time: 1630.88 ms
[2021-05-18 18:00:16 main:581] : INFO : Epoch 1763 | loss: 0.0311439 | val_loss: 0.0311662 | Time: 1828.59 ms
[2021-05-18 18:00:17 main:581] : INFO : Epoch 1764 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 1659.8 ms
[2021-05-18 18:00:19 main:581] : INFO : Epoch 1765 | loss: 0.0311431 | val_loss: 0.0311572 | Time: 1841.72 ms
[2021-05-18 18:00:21 main:581] : INFO : Epoch 1766 | loss: 0.0311422 | val_loss: 0.0311597 | Time: 1752.96 ms
[2021-05-18 18:00:23 main:581] : INFO : Epoch 1767 | loss: 0.0311388 | val_loss: 0.031159 | Time: 1743.81 ms
[2021-05-18 18:00:24 main:581] : INFO : Epoch 1768 | loss: 0.0311368 | val_loss: 0.0311545 | Time: 1751.94 ms
[2021-05-18 18:00:26 main:581] : INFO : Epoch 1769 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 1583.77 ms
[2021-05-18 18:00:28 main:581] : INFO : Epoch 1770 | loss: 0.0311374 | val_loss: 0.0311607 | Time: 1776.04 ms
[2021-05-18 18:00:29 main:581] : INFO : Epoch 1771 | loss: 0.0311422 | val_loss: 0.0311658 | Time: 1853.01 ms
[2021-05-18 18:00:31 main:581] : INFO : Epoch 1772 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 1871.51 ms
[2021-05-18 18:00:33 main:581] : INFO : Epoch 1773 | loss: 0.0311484 | val_loss: 0.0311585 | Time: 1911.8 ms
[2021-05-18 18:00:35 main:581] : INFO : Epoch 1774 | loss: 0.0311461 | val_loss: 0.0311558 | Time: 1854.13 ms
[2021-05-18 18:00:37 main:581] : INFO : Epoch 1775 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 1632.27 ms
[2021-05-18 18:00:39 main:581] : INFO : Epoch 1776 | loss: 0.0311407 | val_loss: 0.0311647 | Time: 1920.28 ms
[2021-05-18 18:00:40 main:581] : INFO : Epoch 1777 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 1755.13 ms
[2021-05-18 18:00:42 main:581] : INFO : Epoch 1778 | loss: 0.031139 | val_loss: 0.0311569 | Time: 1771.75 ms
[2021-05-18 18:00:44 main:581] : INFO : Epoch 1779 | loss: 0.0311368 | val_loss: 0.031153 | Time: 1661.15 ms
[2021-05-18 18:00:46 main:581] : INFO : Epoch 1780 | loss: 0.0311367 | val_loss: 0.0311596 | Time: 1684.34 ms
[2021-05-18 18:00:47 main:581] : INFO : Epoch 1781 | loss: 0.0311371 | val_loss: 0.0311631 | Time: 1665.78 ms
[2021-05-18 18:00:49 main:581] : INFO : Epoch 1782 | loss: 0.0311374 | val_loss: 0.0311594 | Time: 1750.07 ms
[2021-05-18 18:00:51 main:581] : INFO : Epoch 1783 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 1749.13 ms
[2021-05-18 18:00:52 main:581] : INFO : Epoch 1784 | loss: 0.0311343 | val_loss: 0.0311511 | Time: 1787.43 ms
[2021-05-18 18:00:54 main:581] : INFO : Epoch 1785 | loss: 0.0311357 | val_loss: 0.0311523 | Time: 1741.59 ms
[2021-05-18 18:00:56 main:581] : INFO : Epoch 1786 | loss: 0.0311345 | val_loss: 0.0311561 | Time: 1686.46 ms
[2021-05-18 18:00:58 main:581] : INFO : Epoch 1787 | loss: 0.0311383 | val_loss: 0.031157 | Time: 1638.66 ms
[2021-05-18 18:00:59 main:581] : INFO : Epoch 1788 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 1708.07 ms
[2021-05-18 18:01:01 main:581] : INFO : Epoch 1789 | loss: 0.0311391 | val_loss: 0.0311573 | Time: 1708.91 ms
[2021-05-18 18:01:03 main:581] : INFO : Epoch 1790 | loss: 0.0311383 | val_loss: 0.031158 | Time: 1754.37 ms
[2021-05-18 18:01:04 main:581] : INFO : Epoch 1791 | loss: 0.0311405 | val_loss: 0.0311589 | Time: 1701.93 ms
[2021-05-18 18:01:06 main:581] : INFO : Epoch 1792 | loss: 0.0311371 | val_loss: 0.031157 | Time: 1664.17 ms
[2021-05-18 18:01:08 main:581] : INFO : Epoch 1793 | loss: 0.0311634 | val_loss: 0.0311796 | Time: 1893.1 ms
[2021-05-18 18:01:10 main:581] : INFO : Epoch 1794 | loss: 0.0311707 | val_loss: 0.0311679 | Time: 1770.31 ms
[2021-05-18 18:01:12 main:581] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311668 | Time: 1786.78 ms
[2021-05-18 18:01:13 main:581] : INFO : Epoch 1796 | loss: 0.0311595 | val_loss: 0.0311604 | Time: 1794.81 ms
[2021-05-18 18:01:15 main:581] : INFO : Epoch 1797 | loss: 0.031155 | val_loss: 0.0311606 | Time: 1829.14 ms
[2021-05-18 18:01:17 main:581] : INFO : Epoch 1798 | loss: 0.0311537 | val_loss: 0.0311589 | Time: 1652.06 ms
[2021-05-18 18:01:19 main:581] : INFO : Epoch 1799 | loss: 0.0311533 | val_loss: 0.0311551 | Time: 1801.62 ms
[2021-05-18 18:01:20 main:581] : INFO : Epoch 1800 | loss: 0.0311532 | val_loss: 0.0311558 | Time: 1771.94 ms
[2021-05-18 18:01:22 main:581] : INFO : Epoch 1801 | loss: 0.0311515 | val_loss: 0.0311577 | Time: 1586.21 ms
[2021-05-18 18:01:24 main:581] : INFO : Epoch 1802 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 1691.88 ms
[2021-05-18 18:01:26 main:581] : INFO : Epoch 1803 | loss: 0.0311509 | val_loss: 0.0311632 | Time: 1817.25 ms
[2021-05-18 18:01:27 main:581] : INFO : Epoch 1804 | loss: 0.0311513 | val_loss: 0.031163 | Time: 1586.48 ms
[2021-05-18 18:01:29 main:581] : INFO : Epoch 1805 | loss: 0.0311538 | val_loss: 0.0311581 | Time: 1671.66 ms
[2021-05-18 18:01:31 main:581] : INFO : Epoch 1806 | loss: 0.0311476 | val_loss: 0.0311536 | Time: 1830.1 ms
[2021-05-18 18:01:32 main:581] : INFO : Epoch 1807 | loss: 0.031148 | val_loss: 0.0311641 | Time: 1671.01 ms
[2021-05-18 18:01:34 main:581] : INFO : Epoch 1808 | loss: 0.031149 | val_loss: 0.0311554 | Time: 1914.95 ms
[2021-05-18 18:01:36 main:581] : INFO : Epoch 1809 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 1699.22 ms
[2021-05-18 18:01:37 main:581] : INFO : Epoch 1810 | loss: 0.031151 | val_loss: 0.0311606 | Time: 1594.54 ms
[2021-05-18 18:01:39 main:581] : INFO : Epoch 1811 | loss: 0.0311562 | val_loss: 0.0311599 | Time: 1560.52 ms
[2021-05-18 18:01:41 main:581] : INFO : Epoch 1812 | loss: 0.0311518 | val_loss: 0.0311602 | Time: 1698.67 ms
[2021-05-18 18:01:42 main:581] : INFO : Epoch 1813 | loss: 0.0311525 | val_loss: 0.0311571 | Time: 1765.54 ms
[2021-05-18 18:01:44 main:581] : INFO : Epoch 1814 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 1750.91 ms
[2021-05-18 18:01:46 main:581] : INFO : Epoch 1815 | loss: 0.0311519 | val_loss: 0.0311563 | Time: 1868.01 ms
[2021-05-18 18:01:48 main:581] : INFO : Epoch 1816 | loss: 0.0311497 | val_loss: 0.0311673 | Time: 1696.91 ms
[2021-05-18 18:01:49 main:581] : INFO : Epoch 1817 | loss: 0.0311484 | val_loss: 0.0311535 | Time: 1646.94 ms
[2021-05-18 18:01:51 main:581] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 1688.55 ms
[2021-05-18 18:01:53 main:581] : INFO : Epoch 1819 | loss: 0.0311429 | val_loss: 0.0311545 | Time: 1732.22 ms
[2021-05-18 18:01:55 main:581] : INFO : Epoch 1820 | loss: 0.03114 | val_loss: 0.0311573 | Time: 1778.75 ms
[2021-05-18 18:01:56 main:581] : INFO : Epoch 1821 | loss: 0.0311408 | val_loss: 0.0311595 | Time: 1796.96 ms
[2021-05-18 18:01:58 main:581] : INFO : Epoch 1822 | loss: 0.0311395 | val_loss: 0.031155 | Time: 1700.82 ms
[2021-05-18 18:02:00 main:581] : INFO : Epoch 1823 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 1700.66 ms
[2021-05-18 18:02:02 main:581] : INFO : Epoch 1824 | loss: 0.03114 | val_loss: 0.0311619 | Time: 1641.39 ms
[2021-05-18 18:02:03 main:581] : INFO : Epoch 1825 | loss: 0.0311385 | val_loss: 0.0311536 | Time: 1797.26 ms
[2021-05-18 18:02:05 main:581] : INFO : Epoch 1826 | loss: 0.0311383 | val_loss: 0.0311574 | Time: 1698.67 ms
[2021-05-18 18:02:07 main:581] : INFO : Epoch 1827 | loss: 0.0311376 | val_loss: 0.031156 | Time: 1629.11 ms
[2021-05-18 18:02:08 main:581] : INFO : Epoch 1828 | loss: 0.0311406 | val_loss: 0.0311593 | Time: 1710.05 ms
[2021-05-18 18:02:10 main:581] : INFO : Epoch 1829 | loss: 0.0311417 | val_loss: 0.0311558 | Time: 1640.43 ms
[2021-05-18 18:02:12 main:581] : INFO : Epoch 1830 | loss: 0.0311414 | val_loss: 0.0311555 | Time: 1616.09 ms
[2021-05-18 18:02:13 main:581] : INFO : Epoch 1831 | loss: 0.0311383 | val_loss: 0.031154 | Time: 1641.1 ms
[2021-05-18 18:02:15 main:581] : INFO : Epoch 1832 | loss: 0.0311381 | val_loss: 0.0311546 | Time: 1803.96 ms
[2021-05-18 18:02:17 main:581] : INFO : Epoch 1833 | loss: 0.0311373 | val_loss: 0.0311558 | Time: 1737.79 ms
[2021-05-18 18:02:18 main:581] : INFO : Epoch 1834 | loss: 0.0311363 | val_loss: 0.0311601 | Time: 1613.03 ms
[2021-05-18 18:02:20 main:581] : INFO : Epoch 1835 | loss: 0.0311374 | val_loss: 0.0311546 | Time: 1800.75 ms
[2021-05-18 18:02:22 main:581] : INFO : Epoch 1836 | loss: 0.0311396 | val_loss: 0.0311552 | Time: 1665.68 ms
[2021-05-18 18:02:24 main:581] : INFO : Epoch 1837 | loss: 0.0311394 | val_loss: 0.0311615 | Time: 1795.89 ms
[2021-05-18 18:02:25 main:581] : INFO : Epoch 1838 | loss: 0.0311424 | val_loss: 0.0311678 | Time: 1798.15 ms
[2021-05-18 18:02:27 main:581] : INFO : Epoch 1839 | loss: 0.0311381 | val_loss: 0.031157 | Time: 1644.16 ms
[2021-05-18 18:02:29 main:581] : INFO : Epoch 1840 | loss: 0.0311352 | val_loss: 0.0311649 | Time: 1674.93 ms
[2021-05-18 18:02:31 main:581] : INFO : Epoch 1841 | loss: 0.0311343 | val_loss: 0.0311556 | Time: 1731.7 ms
[2021-05-18 18:02:32 main:581] : INFO : Epoch 1842 | loss: 0.031134 | val_loss: 0.0311542 | Time: 1862.02 ms
[2021-05-18 18:02:34 main:581] : INFO : Epoch 1843 | loss: 0.0311363 | val_loss: 0.03116 | Time: 1733.6 ms
[2021-05-18 18:02:36 main:581] : INFO : Epoch 1844 | loss: 0.031136 | val_loss: 0.0311577 | Time: 1625.11 ms
[2021-05-18 18:02:37 main:581] : INFO : Epoch 1845 | loss: 0.0311347 | val_loss: 0.0311545 | Time: 1658.69 ms
[2021-05-18 18:02:39 main:581] : INFO : Epoch 1846 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 1595.64 ms
[2021-05-18 18:02:41 main:581] : INFO : Epoch 1847 | loss: 0.0311361 | val_loss: 0.0311577 | Time: 1659.2 ms
[2021-05-18 18:02:42 main:581] : INFO : Epoch 1848 | loss: 0.0311357 | val_loss: 0.0311604 | Time: 1817.61 ms
[2021-05-18 18:02:44 main:581] : INFO : Epoch 1849 | loss: 0.0311393 | val_loss: 0.031153 | Time: 1721.88 ms
[2021-05-18 18:02:46 main:581] : INFO : Epoch 1850 | loss: 0.0311379 | val_loss: 0.0311575 | Time: 1728.17 ms
[2021-05-18 18:02:48 main:581] : INFO : Epoch 1851 | loss: 0.0311333 | val_loss: 0.0311559 | Time: 1650.71 ms
[2021-05-18 18:02:49 main:581] : INFO : Epoch 1852 | loss: 0.0311358 | val_loss: 0.0311618 | Time: 1753.28 ms
[2021-05-18 18:02:51 main:581] : INFO : Epoch 1853 | loss: 0.0311414 | val_loss: 0.0311552 | Time: 1923.53 ms
[2021-05-18 18:02:53 main:581] : INFO : Epoch 1854 | loss: 0.0311381 | val_loss: 0.0311576 | Time: 1632.03 ms
[2021-05-18 18:02:55 main:581] : INFO : Epoch 1855 | loss: 0.0311359 | val_loss: 0.0311572 | Time: 1730.22 ms
[2021-05-18 18:02:56 main:581] : INFO : Epoch 1856 | loss: 0.0311347 | val_loss: 0.0311544 | Time: 1621.44 ms
[2021-05-18 18:02:58 main:581] : INFO : Epoch 1857 | loss: 0.0311361 | val_loss: 0.0311558 | Time: 1690.58 ms
[2021-05-18 18:03:00 main:581] : INFO : Epoch 1858 | loss: 0.0311378 | val_loss: 0.0311539 | Time: 1821.32 ms
[2021-05-18 18:03:01 main:581] : INFO : Epoch 1859 | loss: 0.031136 | val_loss: 0.031153 | Time: 1665.25 ms
[2021-05-18 18:03:03 main:581] : INFO : Epoch 1860 | loss: 0.0311335 | val_loss: 0.0311549 | Time: 1898.17 ms
[2021-05-18 18:03:05 main:581] : INFO : Epoch 1861 | loss: 0.0311364 | val_loss: 0.0311571 | Time: 1692.72 ms
[2021-05-18 18:03:07 main:581] : INFO : Epoch 1862 | loss: 0.0311365 | val_loss: 0.0311536 | Time: 1684.55 ms
[2021-05-18 18:03:08 main:581] : INFO : Epoch 1863 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 1671.68 ms
[2021-05-18 18:03:10 main:581] : INFO : Epoch 1864 | loss: 0.0311346 | val_loss: 0.0311538 | Time: 1682.65 ms
[2021-05-18 18:03:12 main:581] : INFO : Epoch 1865 | loss: 0.031137 | val_loss: 0.0311558 | Time: 1909.58 ms
[2021-05-18 18:03:14 main:581] : INFO : Epoch 1866 | loss: 0.0311335 | val_loss: 0.0311527 | Time: 1821.06 ms
[2021-05-18 18:03:15 main:581] : INFO : Epoch 1867 | loss: 0.0311333 | val_loss: 0.0311506 | Time: 1726.83 ms
[2021-05-18 18:03:17 main:581] : INFO : Epoch 1868 | loss: 0.0311333 | val_loss: 0.0311533 | Time: 1791.06 ms
[2021-05-18 18:03:19 main:581] : INFO : Epoch 1869 | loss: 0.0311316 | val_loss: 0.0311552 | Time: 1802.85 ms
[2021-05-18 18:03:21 main:581] : INFO : Epoch 1870 | loss: 0.0311328 | val_loss: 0.0311535 | Time: 1692.17 ms
[2021-05-18 18:03:22 main:581] : INFO : Epoch 1871 | loss: 0.0311325 | val_loss: 0.0311534 | Time: 1715.44 ms
[2021-05-18 18:03:24 main:581] : INFO : Epoch 1872 | loss: 0.0311355 | val_loss: 0.0311531 | Time: 1690.77 ms
[2021-05-18 18:03:26 main:581] : INFO : Epoch 1873 | loss: 0.031134 | val_loss: 0.0311544 | Time: 1852.04 ms
[2021-05-18 18:03:28 main:581] : INFO : Epoch 1874 | loss: 0.0311344 | val_loss: 0.0311537 | Time: 1692.86 ms
[2021-05-18 18:03:29 main:581] : INFO : Epoch 1875 | loss: 0.0311349 | val_loss: 0.0311541 | Time: 1705.85 ms
[2021-05-18 18:03:31 main:581] : INFO : Epoch 1876 | loss: 0.0311327 | val_loss: 0.0311518 | Time: 1673.83 ms
[2021-05-18 18:03:33 main:581] : INFO : Epoch 1877 | loss: 0.0311333 | val_loss: 0.0311642 | Time: 1652.75 ms
[2021-05-18 18:03:35 main:581] : INFO : Epoch 1878 | loss: 0.0311339 | val_loss: 0.0311596 | Time: 1757.34 ms
[2021-05-18 18:03:36 main:581] : INFO : Epoch 1879 | loss: 0.0311322 | val_loss: 0.0311557 | Time: 1668.41 ms
[2021-05-18 18:03:38 main:581] : INFO : Epoch 1880 | loss: 0.0311297 | val_loss: 0.0311567 | Time: 1695.99 ms
[2021-05-18 18:03:40 main:581] : INFO : Epoch 1881 | loss: 0.0311294 | val_loss: 0.031155 | Time: 1710.29 ms
[2021-05-18 18:03:41 main:581] : INFO : Epoch 1882 | loss: 0.0311309 | val_loss: 0.0311568 | Time: 1734.99 ms
[2021-05-18 18:03:43 main:581] : INFO : Epoch 1883 | loss: 0.0311301 | val_loss: 0.0311617 | Time: 1918.28 ms
[2021-05-18 18:03:45 main:581] : INFO : Epoch 1884 | loss: 0.0311321 | val_loss: 0.0311552 | Time: 1834.04 ms
[2021-05-18 18:03:47 main:581] : INFO : Epoch 1885 | loss: 0.0311404 | val_loss: 0.0311533 | Time: 1619.79 ms
[2021-05-18 18:03:48 main:581] : INFO : Epoch 1886 | loss: 0.0311429 | val_loss: 0.0311613 | Time: 1594.78 ms
[2021-05-18 18:03:50 main:581] : INFO : Epoch 1887 | loss: 0.0311397 | val_loss: 0.0311546 | Time: 1731.13 ms
[2021-05-18 18:03:52 main:581] : INFO : Epoch 1888 | loss: 0.0311406 | val_loss: 0.0311777 | Time: 1883.7 ms
[2021-05-18 18:03:54 main:581] : INFO : Epoch 1889 | loss: 0.0311474 | val_loss: 0.0311622 | Time: 2086.64 ms
[2021-05-18 18:03:56 main:581] : INFO : Epoch 1890 | loss: 0.0311394 | val_loss: 0.0311528 | Time: 1783.99 ms
[2021-05-18 18:03:58 main:581] : INFO : Epoch 1891 | loss: 0.031138 | val_loss: 0.0311578 | Time: 1809.43 ms
[2021-05-18 18:03:59 main:581] : INFO : Epoch 1892 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 1785.6 ms
[2021-05-18 18:04:01 main:581] : INFO : Epoch 1893 | loss: 0.0311347 | val_loss: 0.0311505 | Time: 1801.98 ms
[2021-05-18 18:04:03 main:581] : INFO : Epoch 1894 | loss: 0.031135 | val_loss: 0.0311529 | Time: 1700.84 ms
[2021-05-18 18:04:05 main:581] : INFO : Epoch 1895 | loss: 0.0311388 | val_loss: 0.0311547 | Time: 1807.66 ms
[2021-05-18 18:04:06 main:581] : INFO : Epoch 1896 | loss: 0.0311394 | val_loss: 0.0311596 | Time: 1647.46 ms
[2021-05-18 18:04:08 main:581] : INFO : Epoch 1897 | loss: 0.0311378 | val_loss: 0.0311586 | Time: 1671.37 ms
[2021-05-18 18:04:10 main:581] : INFO : Epoch 1898 | loss: 0.0311407 | val_loss: 0.0311542 | Time: 1624.32 ms
[2021-05-18 18:04:11 main:581] : INFO : Epoch 1899 | loss: 0.0311379 | val_loss: 0.0311543 | Time: 1741.95 ms
[2021-05-18 18:04:13 main:581] : INFO : Epoch 1900 | loss: 0.0311404 | val_loss: 0.0311687 | Time: 1643.83 ms
[2021-05-18 18:04:15 main:581] : INFO : Epoch 1901 | loss: 0.0311364 | val_loss: 0.0311582 | Time: 1694.24 ms
[2021-05-18 18:04:16 main:581] : INFO : Epoch 1902 | loss: 0.0311335 | val_loss: 0.031158 | Time: 1663.81 ms
[2021-05-18 18:04:18 main:581] : INFO : Epoch 1903 | loss: 0.031131 | val_loss: 0.0311581 | Time: 1702.15 ms
[2021-05-18 18:04:20 main:581] : INFO : Epoch 1904 | loss: 0.0311294 | val_loss: 0.0311554 | Time: 1779.24 ms
[2021-05-18 18:04:22 main:581] : INFO : Epoch 1905 | loss: 0.031134 | val_loss: 0.031164 | Time: 1711.79 ms
[2021-05-18 18:04:23 main:581] : INFO : Epoch 1906 | loss: 0.0311318 | val_loss: 0.0311594 | Time: 1625.75 ms
[2021-05-18 18:04:25 main:581] : INFO : Epoch 1907 | loss: 0.0311291 | val_loss: 0.0311586 | Time: 1619.31 ms
[2021-05-18 18:04:26 main:581] : INFO : Epoch 1908 | loss: 0.0311303 | val_loss: 0.0311591 | Time: 1587.49 ms
[2021-05-18 18:04:28 main:581] : INFO : Epoch 1909 | loss: 0.0311302 | val_loss: 0.0311561 | Time: 1650.16 ms
[2021-05-18 18:04:30 main:581] : INFO : Epoch 1910 | loss: 0.0311297 | val_loss: 0.0311555 | Time: 1632.47 ms
[2021-05-18 18:04:31 main:581] : INFO : Epoch 1911 | loss: 0.0311312 | val_loss: 0.0311525 | Time: 1651.46 ms
[2021-05-18 18:04:33 main:581] : INFO : Epoch 1912 | loss: 0.0311297 | val_loss: 0.0311527 | Time: 1937.3 ms
[2021-05-18 18:04:35 main:581] : INFO : Epoch 1913 | loss: 0.0311279 | val_loss: 0.0311554 | Time: 1766.65 ms
[2021-05-18 18:04:37 main:581] : INFO : Epoch 1914 | loss: 0.0311338 | val_loss: 0.0311582 | Time: 1611 ms
[2021-05-18 18:04:38 main:581] : INFO : Epoch 1915 | loss: 0.0311349 | val_loss: 0.0311544 | Time: 1698.13 ms
[2021-05-18 18:04:40 main:581] : INFO : Epoch 1916 | loss: 0.0311313 | val_loss: 0.0311662 | Time: 1646.14 ms
[2021-05-18 18:04:42 main:581] : INFO : Epoch 1917 | loss: 0.0311378 | val_loss: 0.0311649 | Time: 1696.49 ms
[2021-05-18 18:04:43 main:581] : INFO : Epoch 1918 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 1776.31 ms
[2021-05-18 18:04:45 main:581] : INFO : Epoch 1919 | loss: 0.0311651 | val_loss: 0.031178 | Time: 1880.49 ms
[2021-05-18 18:04:47 main:581] : INFO : Epoch 1920 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 1635.4 ms
[2021-05-18 18:04:49 main:581] : INFO : Epoch 1921 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 1688.08 ms
[2021-05-18 18:04:50 main:581] : INFO : Epoch 1922 | loss: 0.0311566 | val_loss: 0.0311571 | Time: 1645.18 ms
[2021-05-18 18:04:52 main:581] : INFO : Epoch 1923 | loss: 0.031152 | val_loss: 0.0311566 | Time: 1776.36 ms
[2021-05-18 18:04:54 main:581] : INFO : Epoch 1924 | loss: 0.0311489 | val_loss: 0.0311592 | Time: 1626.71 ms
[2021-05-18 18:04:55 main:581] : INFO : Epoch 1925 | loss: 0.0311505 | val_loss: 0.0311707 | Time: 1684.45 ms
[2021-05-18 18:04:57 main:581] : INFO : Epoch 1926 | loss: 0.0311519 | val_loss: 0.0311686 | Time: 1651.11 ms
[2021-05-18 18:04:59 main:581] : INFO : Epoch 1927 | loss: 0.0311489 | val_loss: 0.0311571 | Time: 1569.8 ms
[2021-05-18 18:05:00 main:581] : INFO : Epoch 1928 | loss: 0.0311467 | val_loss: 0.0311547 | Time: 1736.99 ms
[2021-05-18 18:05:02 main:581] : INFO : Epoch 1929 | loss: 0.0311482 | val_loss: 0.0311534 | Time: 1818.99 ms
[2021-05-18 18:05:04 main:581] : INFO : Epoch 1930 | loss: 0.0311446 | val_loss: 0.0311548 | Time: 1670.78 ms
[2021-05-18 18:05:06 main:581] : INFO : Epoch 1931 | loss: 0.031143 | val_loss: 0.031157 | Time: 1723.42 ms
[2021-05-18 18:05:07 main:581] : INFO : Epoch 1932 | loss: 0.0311412 | val_loss: 0.0311567 | Time: 1738.78 ms
[2021-05-18 18:05:09 main:581] : INFO : Epoch 1933 | loss: 0.0311394 | val_loss: 0.0311529 | Time: 1674.28 ms
[2021-05-18 18:05:11 main:581] : INFO : Epoch 1934 | loss: 0.0311394 | val_loss: 0.031153 | Time: 1970.66 ms
[2021-05-18 18:05:13 main:581] : INFO : Epoch 1935 | loss: 0.0311395 | val_loss: 0.0311535 | Time: 1860.65 ms
[2021-05-18 18:05:15 main:581] : INFO : Epoch 1936 | loss: 0.0311369 | val_loss: 0.0311578 | Time: 1799.2 ms
[2021-05-18 18:05:16 main:581] : INFO : Epoch 1937 | loss: 0.0311377 | val_loss: 0.0311549 | Time: 1616.58 ms
[2021-05-18 18:05:18 main:581] : INFO : Epoch 1938 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 1746 ms
[2021-05-18 18:05:20 main:581] : INFO : Epoch 1939 | loss: 0.0311463 | val_loss: 0.0311572 | Time: 1702.9 ms
[2021-05-18 18:05:21 main:581] : INFO : Epoch 1940 | loss: 0.0311433 | val_loss: 0.0311592 | Time: 1746.63 ms
[2021-05-18 18:05:23 main:581] : INFO : Epoch 1941 | loss: 0.0311426 | val_loss: 0.031161 | Time: 1642.32 ms
[2021-05-18 18:05:25 main:581] : INFO : Epoch 1942 | loss: 0.031141 | val_loss: 0.0311565 | Time: 1815.06 ms
[2021-05-18 18:05:27 main:581] : INFO : Epoch 1943 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 1804.04 ms
[2021-05-18 18:05:28 main:581] : INFO : Epoch 1944 | loss: 0.0311383 | val_loss: 0.0311567 | Time: 1598.59 ms
[2021-05-18 18:05:30 main:581] : INFO : Epoch 1945 | loss: 0.0311402 | val_loss: 0.0311588 | Time: 1749.95 ms
[2021-05-18 18:05:32 main:581] : INFO : Epoch 1946 | loss: 0.0311408 | val_loss: 0.0311583 | Time: 1940.55 ms
[2021-05-18 18:05:34 main:581] : INFO : Epoch 1947 | loss: 0.0311416 | val_loss: 0.031156 | Time: 1699.58 ms
[2021-05-18 18:05:35 main:581] : INFO : Epoch 1948 | loss: 0.0311364 | val_loss: 0.0311553 | Time: 1714.19 ms
[2021-05-18 18:05:37 main:581] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311599 | Time: 1696.67 ms
[2021-05-18 18:05:39 main:581] : INFO : Epoch 1950 | loss: 0.0311362 | val_loss: 0.0311585 | Time: 1769.36 ms
[2021-05-18 18:05:41 main:581] : INFO : Epoch 1951 | loss: 0.0311348 | val_loss: 0.0311538 | Time: 1827.26 ms
[2021-05-18 18:05:42 main:581] : INFO : Epoch 1952 | loss: 0.0311335 | val_loss: 0.0311618 | Time: 1630.47 ms
[2021-05-18 18:05:44 main:581] : INFO : Epoch 1953 | loss: 0.0311384 | val_loss: 0.0311777 | Time: 1713.44 ms
[2021-05-18 18:05:46 main:581] : INFO : Epoch 1954 | loss: 0.0311407 | val_loss: 0.0311627 | Time: 1641.16 ms
[2021-05-18 18:05:47 main:581] : INFO : Epoch 1955 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 1644.92 ms
[2021-05-18 18:05:49 main:581] : INFO : Epoch 1956 | loss: 0.031131 | val_loss: 0.0311559 | Time: 1901.13 ms
[2021-05-18 18:05:51 main:581] : INFO : Epoch 1957 | loss: 0.0311323 | val_loss: 0.0311542 | Time: 1723.25 ms
[2021-05-18 18:05:53 main:581] : INFO : Epoch 1958 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 1797.9 ms
[2021-05-18 18:05:55 main:581] : INFO : Epoch 1959 | loss: 0.0311332 | val_loss: 0.0311554 | Time: 1737.72 ms
[2021-05-18 18:05:56 main:581] : INFO : Epoch 1960 | loss: 0.0311352 | val_loss: 0.03116 | Time: 1757.66 ms
[2021-05-18 18:05:58 main:581] : INFO : Epoch 1961 | loss: 0.0311351 | val_loss: 0.0311585 | Time: 1696.69 ms
[2021-05-18 18:06:00 main:581] : INFO : Epoch 1962 | loss: 0.0311351 | val_loss: 0.0311596 | Time: 1750.43 ms
[2021-05-18 18:06:01 main:581] : INFO : Epoch 1963 | loss: 0.0311352 | val_loss: 0.031163 | Time: 1684.18 ms
[2021-05-18 18:06:03 main:581] : INFO : Epoch 1964 | loss: 0.0311378 | val_loss: 0.0311591 | Time: 1750.17 ms
[2021-05-18 18:06:05 main:581] : INFO : Epoch 1965 | loss: 0.0311319 | val_loss: 0.0311556 | Time: 1681.99 ms
[2021-05-18 18:06:07 main:581] : INFO : Epoch 1966 | loss: 0.0311346 | val_loss: 0.0311587 | Time: 1703.87 ms
[2021-05-18 18:06:08 main:581] : INFO : Epoch 1967 | loss: 0.0311402 | val_loss: 0.0311599 | Time: 1696.04 ms
[2021-05-18 18:06:10 main:581] : INFO : Epoch 1968 | loss: 0.0311418 | val_loss: 0.0311611 | Time: 1743.88 ms
[2021-05-18 18:06:12 main:581] : INFO : Epoch 1969 | loss: 0.0311389 | val_loss: 0.0311579 | Time: 1812.6 ms
[2021-05-18 18:06:13 main:581] : INFO : Epoch 1970 | loss: 0.0311368 | val_loss: 0.0311564 | Time: 1584.92 ms
[2021-05-18 18:06:15 main:581] : INFO : Epoch 1971 | loss: 0.0311351 | val_loss: 0.0311592 | Time: 1777.22 ms
[2021-05-18 18:06:17 main:581] : INFO : Epoch 1972 | loss: 0.0311326 | val_loss: 0.0311597 | Time: 1830.73 ms
[2021-05-18 18:06:19 main:581] : INFO : Epoch 1973 | loss: 0.0311358 | val_loss: 0.0311615 | Time: 1653.31 ms
[2021-05-18 18:06:20 main:581] : INFO : Epoch 1974 | loss: 0.0311382 | val_loss: 0.031156 | Time: 1708.76 ms
[2021-05-18 18:06:22 main:581] : INFO : Epoch 1975 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 1690.26 ms
[2021-05-18 18:06:24 main:581] : INFO : Epoch 1976 | loss: 0.0311356 | val_loss: 0.0311567 | Time: 1882.99 ms
[2021-05-18 18:06:26 main:581] : INFO : Epoch 1977 | loss: 0.0311352 | val_loss: 0.0311664 | Time: 1690.34 ms
[2021-05-18 18:06:27 main:581] : INFO : Epoch 1978 | loss: 0.0311348 | val_loss: 0.0311747 | Time: 1706.79 ms
[2021-05-18 18:06:29 main:581] : INFO : Epoch 1979 | loss: 0.03114 | val_loss: 0.0311657 | Time: 1756.39 ms
[2021-05-18 18:06:31 main:581] : INFO : Epoch 1980 | loss: 0.0311364 | val_loss: 0.0311616 | Time: 1635.77 ms
[2021-05-18 18:06:32 main:581] : INFO : Epoch 1981 | loss: 0.0311355 | val_loss: 0.0311624 | Time: 1772.26 ms
[2021-05-18 18:06:34 main:581] : INFO : Epoch 1982 | loss: 0.0311336 | val_loss: 0.0311582 | Time: 1713.72 ms
[2021-05-18 18:06:36 main:581] : INFO : Epoch 1983 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 1740.21 ms
[2021-05-18 18:06:38 main:581] : INFO : Epoch 1984 | loss: 0.0311351 | val_loss: 0.0311546 | Time: 1629.14 ms
[2021-05-18 18:06:39 main:581] : INFO : Epoch 1985 | loss: 0.0311363 | val_loss: 0.0311546 | Time: 1685.97 ms
[2021-05-18 18:06:41 main:581] : INFO : Epoch 1986 | loss: 0.0311386 | val_loss: 0.0311555 | Time: 1777.55 ms
[2021-05-18 18:06:43 main:581] : INFO : Epoch 1987 | loss: 0.0311353 | val_loss: 0.031164 | Time: 1653.13 ms
[2021-05-18 18:06:44 main:581] : INFO : Epoch 1988 | loss: 0.0311363 | val_loss: 0.031166 | Time: 1749.55 ms
[2021-05-18 18:06:46 main:581] : INFO : Epoch 1989 | loss: 0.031134 | val_loss: 0.0311575 | Time: 1746.22 ms
[2021-05-18 18:06:48 main:581] : INFO : Epoch 1990 | loss: 0.0311326 | val_loss: 0.0311547 | Time: 1656.26 ms
[2021-05-18 18:06:49 main:581] : INFO : Epoch 1991 | loss: 0.031137 | val_loss: 0.0311583 | Time: 1640.7 ms
[2021-05-18 18:06:51 main:581] : INFO : Epoch 1992 | loss: 0.0311357 | val_loss: 0.031156 | Time: 1653.98 ms
[2021-05-18 18:06:53 main:581] : INFO : Epoch 1993 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 1721.37 ms
[2021-05-18 18:06:55 main:581] : INFO : Epoch 1994 | loss: 0.0311364 | val_loss: 0.0311571 | Time: 1733.14 ms
[2021-05-18 18:06:56 main:581] : INFO : Epoch 1995 | loss: 0.0311363 | val_loss: 0.0311551 | Time: 1815.63 ms
[2021-05-18 18:06:58 main:581] : INFO : Epoch 1996 | loss: 0.0311365 | val_loss: 0.0311548 | Time: 1761.18 ms
[2021-05-18 18:07:00 main:581] : INFO : Epoch 1997 | loss: 0.0311345 | val_loss: 0.031158 | Time: 1642.16 ms
[2021-05-18 18:07:01 main:581] : INFO : Epoch 1998 | loss: 0.0311308 | val_loss: 0.0311577 | Time: 1670.74 ms
[2021-05-18 18:07:03 main:581] : INFO : Epoch 1999 | loss: 0.0311303 | val_loss: 0.0311591 | Time: 1736.85 ms
[2021-05-18 18:07:05 main:581] : INFO : Epoch 2000 | loss: 0.0311326 | val_loss: 0.0311603 | Time: 1643.71 ms
[2021-05-18 18:07:07 main:581] : INFO : Epoch 2001 | loss: 0.0311344 | val_loss: 0.031159 | Time: 1733.72 ms
[2021-05-18 18:07:08 main:581] : INFO : Epoch 2002 | loss: 0.0311362 | val_loss: 0.0311561 | Time: 1731.72 ms
[2021-05-18 18:07:10 main:581] : INFO : Epoch 2003 | loss: 0.0311365 | val_loss: 0.0311577 | Time: 1732.11 ms
[2021-05-18 18:07:12 main:581] : INFO : Epoch 2004 | loss: 0.0311353 | val_loss: 0.0311595 | Time: 1823 ms
[2021-05-18 18:07:14 main:581] : INFO : Epoch 2005 | loss: 0.0311352 | val_loss: 0.0311586 | Time: 1659.78 ms
[2021-05-18 18:07:15 main:581] : INFO : Epoch 2006 | loss: 0.0311355 | val_loss: 0.0311555 | Time: 1910.52 ms
[2021-05-18 18:07:17 main:581] : INFO : Epoch 2007 | loss: 0.0311347 | val_loss: 0.0311523 | Time: 1658.63 ms
[2021-05-18 18:07:19 main:581] : INFO : Epoch 2008 | loss: 0.0311372 | val_loss: 0.0311578 | Time: 1641.32 ms
[2021-05-18 18:07:21 main:581] : INFO : Epoch 2009 | loss: 0.0311397 | val_loss: 0.0311639 | Time: 1758.59 ms
[2021-05-18 18:07:22 main:581] : INFO : Epoch 2010 | loss: 0.0311434 | val_loss: 0.0311548 | Time: 1718.97 ms
[2021-05-18 18:07:24 main:581] : INFO : Epoch 2011 | loss: 0.0311356 | val_loss: 0.0311604 | Time: 1752.36 ms
[2021-05-18 18:07:26 main:581] : INFO : Epoch 2012 | loss: 0.0311377 | val_loss: 0.0311575 | Time: 1724.56 ms
[2021-05-18 18:07:28 main:581] : INFO : Epoch 2013 | loss: 0.0311373 | val_loss: 0.0311728 | Time: 1852.29 ms
[2021-05-18 18:07:29 main:581] : INFO : Epoch 2014 | loss: 0.0311421 | val_loss: 0.0311585 | Time: 1613.93 ms
[2021-05-18 18:07:31 main:581] : INFO : Epoch 2015 | loss: 0.0311386 | val_loss: 0.0311607 | Time: 1820.04 ms
[2021-05-18 18:07:33 main:581] : INFO : Epoch 2016 | loss: 0.0311376 | val_loss: 0.031157 | Time: 1672.01 ms
[2021-05-18 18:07:34 main:581] : INFO : Epoch 2017 | loss: 0.0311378 | val_loss: 0.0311647 | Time: 1647.13 ms
[2021-05-18 18:07:36 main:581] : INFO : Epoch 2018 | loss: 0.0311394 | val_loss: 0.031161 | Time: 1793.29 ms
[2021-05-18 18:07:38 main:581] : INFO : Epoch 2019 | loss: 0.0311459 | val_loss: 0.0311768 | Time: 1674.94 ms
[2021-05-18 18:07:39 main:581] : INFO : Epoch 2020 | loss: 0.0312075 | val_loss: 0.0311862 | Time: 1650.52 ms
[2021-05-18 18:07:41 main:581] : INFO : Epoch 2021 | loss: 0.038872 | val_loss: 0.0335239 | Time: 1649.25 ms
[2021-05-18 18:07:43 main:581] : INFO : Epoch 2022 | loss: 0.0417714 | val_loss: 0.0331661 | Time: 1672.28 ms
[2021-05-18 18:07:44 main:581] : INFO : Epoch 2023 | loss: 0.0320962 | val_loss: 0.0314316 | Time: 1736.94 ms
[2021-05-18 18:07:46 main:581] : INFO : Epoch 2024 | loss: 0.0313712 | val_loss: 0.0312886 | Time: 1764.67 ms
[2021-05-18 18:07:48 main:581] : INFO : Epoch 2025 | loss: 0.031273 | val_loss: 0.0312634 | Time: 1608.68 ms
[2021-05-18 18:07:50 main:581] : INFO : Epoch 2026 | loss: 0.0312494 | val_loss: 0.031244 | Time: 1669.08 ms
[2021-05-18 18:07:51 main:581] : INFO : Epoch 2027 | loss: 0.0312414 | val_loss: 0.0312381 | Time: 1707.29 ms
[2021-05-18 18:07:53 main:581] : INFO : Epoch 2028 | loss: 0.0312363 | val_loss: 0.0312334 | Time: 1645.81 ms
[2021-05-18 18:07:55 main:581] : INFO : Epoch 2029 | loss: 0.0312313 | val_loss: 0.0312289 | Time: 1713.66 ms
[2021-05-18 18:07:56 main:581] : INFO : Epoch 2030 | loss: 0.0312268 | val_loss: 0.031223 | Time: 1644.47 ms
[2021-05-18 18:07:58 main:581] : INFO : Epoch 2031 | loss: 0.0312217 | val_loss: 0.031218 | Time: 1793.24 ms
[2021-05-18 18:08:00 main:581] : INFO : Epoch 2032 | loss: 0.0312169 | val_loss: 0.0312123 | Time: 1765.87 ms
[2021-05-18 18:08:01 main:581] : INFO : Epoch 2033 | loss: 0.031212 | val_loss: 0.0312093 | Time: 1664.13 ms
[2021-05-18 18:08:03 main:581] : INFO : Epoch 2034 | loss: 0.0312098 | val_loss: 0.0312072 | Time: 1648.38 ms
[2021-05-18 18:08:05 main:581] : INFO : Epoch 2035 | loss: 0.031209 | val_loss: 0.0312069 | Time: 1677.36 ms
[2021-05-18 18:08:06 main:581] : INFO : Epoch 2036 | loss: 0.0312081 | val_loss: 0.0312053 | Time: 1703.54 ms
[2021-05-18 18:08:08 main:581] : INFO : Epoch 2037 | loss: 0.031208 | val_loss: 0.0312053 | Time: 1637.6 ms
[2021-05-18 18:08:10 main:581] : INFO : Epoch 2038 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 1732.37 ms
[2021-05-18 18:08:12 main:581] : INFO : Epoch 2039 | loss: 0.0312055 | val_loss: 0.0312027 | Time: 1786.13 ms
[2021-05-18 18:08:13 main:581] : INFO : Epoch 2040 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 1816.5 ms
[2021-05-18 18:08:15 main:581] : INFO : Epoch 2041 | loss: 0.031203 | val_loss: 0.031201 | Time: 1843.97 ms
[2021-05-18 18:08:17 main:581] : INFO : Epoch 2042 | loss: 0.0312021 | val_loss: 0.0312007 | Time: 1745.73 ms
[2021-05-18 18:08:19 main:581] : INFO : Epoch 2043 | loss: 0.0312041 | val_loss: 0.0311992 | Time: 1738.73 ms
[2021-05-18 18:08:20 main:581] : INFO : Epoch 2044 | loss: 0.0311977 | val_loss: 0.0311915 | Time: 1688.21 ms
[2021-05-18 18:08:22 main:581] : INFO : Epoch 2045 | loss: 0.0311913 | val_loss: 0.0311882 | Time: 1801.94 ms
[2021-05-18 18:08:24 main:581] : INFO : Epoch 2046 | loss: 0.0311837 | val_loss: 0.0311766 | Time: 1739.09 ms
[2021-05-18 18:08:26 main:581] : INFO : Epoch 2047 | loss: 0.0311766 | val_loss: 0.031175 | Time: 1805.9 ms
[2021-05-18 18:08:28 main:581] : INFO : Epoch 2048 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1819.12 ms
[2021-05-18 18:08:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311792
[2021-05-18 18:08:28 main:610] : INFO : Saving end state to config to file
[2021-05-18 18:08:28 main:615] : INFO : Success, exiting..
18:08:28 (13763): 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)