Task 5176620
| Name | ParityMachine-1619235409-9117-1_2 |
| Workunit | 3060564 |
| Created | 11 May 2021, 13:08:37 UTC |
| Sent | 11 May 2021, 14:30:53 UTC |
| Report deadline | 18 May 2021, 14:30:53 UTC |
| Received | 12 May 2021, 0:40:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 9 sec |
| CPU time | 57 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311302 | val_loss: 0.0311735 | Time: 1689.35 ms
[2021-05-12 03:25:19 main:574] : INFO : Epoch 1543 | loss: 0.0311306 | val_loss: 0.0311732 | Time: 1706.08 ms
[2021-05-12 03:25:21 main:574] : INFO : Epoch 1544 | loss: 0.0311289 | val_loss: 0.0311661 | Time: 1695.4 ms
[2021-05-12 03:25:23 main:574] : INFO : Epoch 1545 | loss: 0.0311274 | val_loss: 0.031163 | Time: 1693.46 ms
[2021-05-12 03:25:24 main:574] : INFO : Epoch 1546 | loss: 0.0311241 | val_loss: 0.0311643 | Time: 1674.45 ms
[2021-05-12 03:25:26 main:574] : INFO : Epoch 1547 | loss: 0.0311264 | val_loss: 0.0311636 | Time: 1712.04 ms
[2021-05-12 03:25:28 main:574] : INFO : Epoch 1548 | loss: 0.0311289 | val_loss: 0.031163 | Time: 1704.67 ms
[2021-05-12 03:25:30 main:574] : INFO : Epoch 1549 | loss: 0.0311309 | val_loss: 0.0311635 | Time: 1705.99 ms
[2021-05-12 03:25:31 main:574] : INFO : Epoch 1550 | loss: 0.0311311 | val_loss: 0.031188 | Time: 1706.05 ms
[2021-05-12 03:25:33 main:574] : INFO : Epoch 1551 | loss: 0.0311323 | val_loss: 0.0311664 | Time: 1677.7 ms
[2021-05-12 03:25:35 main:574] : INFO : Epoch 1552 | loss: 0.031132 | val_loss: 0.0311728 | Time: 1692.49 ms
[2021-05-12 03:25:37 main:574] : INFO : Epoch 1553 | loss: 0.0311319 | val_loss: 0.031167 | Time: 1678.15 ms
[2021-05-12 03:25:38 main:574] : INFO : Epoch 1554 | loss: 0.0311304 | val_loss: 0.0311715 | Time: 1723.68 ms
[2021-05-12 03:25:40 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311674 | Time: 1690.09 ms
[2021-05-12 03:25:42 main:574] : INFO : Epoch 1556 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 1696.48 ms
[2021-05-12 03:25:44 main:574] : INFO : Epoch 1557 | loss: 0.0311516 | val_loss: 0.0311638 | Time: 1659.58 ms
[2021-05-12 03:25:45 main:574] : INFO : Epoch 1558 | loss: 0.0311446 | val_loss: 0.0311703 | Time: 1716.2 ms
[2021-05-12 03:25:47 main:574] : INFO : Epoch 1559 | loss: 0.0311422 | val_loss: 0.0311617 | Time: 1691.13 ms
[2021-05-12 03:25:49 main:574] : INFO : Epoch 1560 | loss: 0.0311365 | val_loss: 0.0311607 | Time: 1703.25 ms
[2021-05-12 03:25:51 main:574] : INFO : Epoch 1561 | loss: 0.0311338 | val_loss: 0.0311632 | Time: 1691.64 ms
[2021-05-12 03:25:52 main:574] : INFO : Epoch 1562 | loss: 0.0311334 | val_loss: 0.0311589 | Time: 1705.27 ms
[2021-05-12 03:25:54 main:574] : INFO : Epoch 1563 | loss: 0.0311317 | val_loss: 0.0311629 | Time: 1652.09 ms
[2021-05-12 03:25:56 main:574] : INFO : Epoch 1564 | loss: 0.031132 | val_loss: 0.0311606 | Time: 1702.16 ms
[2021-05-12 03:25:58 main:574] : INFO : Epoch 1565 | loss: 0.0311322 | val_loss: 0.0311621 | Time: 1709.04 ms
[2021-05-12 03:25:59 main:574] : INFO : Epoch 1566 | loss: 0.03113 | val_loss: 0.0311611 | Time: 1714.47 ms
[2021-05-12 03:26:01 main:574] : INFO : Epoch 1567 | loss: 0.0311291 | val_loss: 0.0311631 | Time: 1722.45 ms
[2021-05-12 03:26:03 main:574] : INFO : Epoch 1568 | loss: 0.0311302 | val_loss: 0.0311623 | Time: 1683.57 ms
[2021-05-12 03:26:05 main:574] : INFO : Epoch 1569 | loss: 0.0311269 | val_loss: 0.0311638 | Time: 1676.42 ms
[2021-05-12 03:26:06 main:574] : INFO : Epoch 1570 | loss: 0.031126 | val_loss: 0.0311618 | Time: 1719.1 ms
[2021-05-12 03:26:08 main:574] : INFO : Epoch 1571 | loss: 0.0311408 | val_loss: 0.0311646 | Time: 1697.49 ms
[2021-05-12 03:26:10 main:574] : INFO : Epoch 1572 | loss: 0.0311409 | val_loss: 0.0311604 | Time: 1723.41 ms
[2021-05-12 03:26:12 main:574] : INFO : Epoch 1573 | loss: 0.031136 | val_loss: 0.0311596 | Time: 1707.76 ms
[2021-05-12 03:26:13 main:574] : INFO : Epoch 1574 | loss: 0.031138 | val_loss: 0.0311677 | Time: 1679.53 ms
[2021-05-12 03:26:15 main:574] : INFO : Epoch 1575 | loss: 0.0311362 | val_loss: 0.0311639 | Time: 1696.91 ms
[2021-05-12 03:26:17 main:574] : INFO : Epoch 1576 | loss: 0.0311378 | val_loss: 0.0311683 | Time: 1699.77 ms
[2021-05-12 03:26:19 main:574] : INFO : Epoch 1577 | loss: 0.0311396 | val_loss: 0.0311682 | Time: 1707.33 ms
[2021-05-12 03:26:21 main:574] : INFO : Epoch 1578 | loss: 0.0311345 | val_loss: 0.0311614 | Time: 1730.11 ms
[2021-05-12 03:26:22 main:574] : INFO : Epoch 1579 | loss: 0.0311309 | val_loss: 0.0311607 | Time: 1730.73 ms
[2021-05-12 03:26:24 main:574] : INFO : Epoch 1580 | loss: 0.0311319 | val_loss: 0.0311608 | Time: 1676.53 ms
[2021-05-12 03:26:26 main:574] : INFO : Epoch 1581 | loss: 0.0311305 | val_loss: 0.0311643 | Time: 1694.33 ms
[2021-05-12 03:26:28 main:574] : INFO : Epoch 1582 | loss: 0.0311316 | val_loss: 0.0311618 | Time: 1716.62 ms
[2021-05-12 03:26:29 main:574] : INFO : Epoch 1583 | loss: 0.0311273 | val_loss: 0.0311699 | Time: 1695.28 ms
[2021-05-12 03:26:31 main:574] : INFO : Epoch 1584 | loss: 0.0311306 | val_loss: 0.0311684 | Time: 1698.33 ms
[2021-05-12 03:26:33 main:574] : INFO : Epoch 1585 | loss: 0.0311394 | val_loss: 0.0311607 | Time: 1696.67 ms
[2021-05-12 03:26:35 main:574] : INFO : Epoch 1586 | loss: 0.0311368 | val_loss: 0.0311599 | Time: 1688.55 ms
[2021-05-12 03:26:36 main:574] : INFO : Epoch 1587 | loss: 0.0311351 | val_loss: 0.0311605 | Time: 1691.71 ms
[2021-05-12 03:26:38 main:574] : INFO : Epoch 1588 | loss: 0.0311315 | val_loss: 0.0311594 | Time: 1698.78 ms
[2021-05-12 03:26:40 main:574] : INFO : Epoch 1589 | loss: 0.0311298 | val_loss: 0.0311649 | Time: 1715.42 ms
[2021-05-12 03:26:42 main:574] : INFO : Epoch 1590 | loss: 0.0311313 | val_loss: 0.031164 | Time: 1703.82 ms
[2021-05-12 03:26:43 main:574] : INFO : Epoch 1591 | loss: 0.0311274 | val_loss: 0.031168 | Time: 1682.84 ms
[2021-05-12 03:26:45 main:574] : INFO : Epoch 1592 | loss: 0.0311266 | val_loss: 0.0311619 | Time: 1687.95 ms
[2021-05-12 03:26:47 main:574] : INFO : Epoch 1593 | loss: 0.0311255 | val_loss: 0.0311672 | Time: 1692.75 ms
[2021-05-12 03:26:49 main:574] : INFO : Epoch 1594 | loss: 0.0311249 | val_loss: 0.0311796 | Time: 1693.99 ms
[2021-05-12 03:26:50 main:574] : INFO : Epoch 1595 | loss: 0.0311294 | val_loss: 0.0311672 | Time: 1703.6 ms
[2021-05-12 03:26:52 main:574] : INFO : Epoch 1596 | loss: 0.0311274 | val_loss: 0.0311718 | Time: 1701.81 ms
[2021-05-12 03:26:54 main:574] : INFO : Epoch 1597 | loss: 0.0311295 | val_loss: 0.0311735 | Time: 1666.94 ms
[2021-05-12 03:26:56 main:574] : INFO : Epoch 1598 | loss: 0.0311251 | val_loss: 0.0311687 | Time: 1695.03 ms
[2021-05-12 03:26:57 main:574] : INFO : Epoch 1599 | loss: 0.0311236 | val_loss: 0.0311648 | Time: 1694.29 ms
[2021-05-12 03:26:59 main:574] : INFO : Epoch 1600 | loss: 0.0311256 | val_loss: 0.0311635 | Time: 1709.94 ms
[2021-05-12 03:27:01 main:574] : INFO : Epoch 1601 | loss: 0.0311258 | val_loss: 0.0311697 | Time: 1685.09 ms
[2021-05-12 03:27:03 main:574] : INFO : Epoch 1602 | loss: 0.0311267 | val_loss: 0.0311688 | Time: 1703.16 ms
[2021-05-12 03:27:04 main:574] : INFO : Epoch 1603 | loss: 0.0311261 | val_loss: 0.0311657 | Time: 1693.34 ms
[2021-05-12 03:27:06 main:574] : INFO : Epoch 1604 | loss: 0.0311363 | val_loss: 0.0311606 | Time: 1695.96 ms
[2021-05-12 03:27:08 main:574] : INFO : Epoch 1605 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 1703.91 ms
[2021-05-12 03:27:10 main:574] : INFO : Epoch 1606 | loss: 0.031136 | val_loss: 0.0311612 | Time: 1724.63 ms
[2021-05-12 03:27:11 main:574] : INFO : Epoch 1607 | loss: 0.0311341 | val_loss: 0.0311623 | Time: 1700.94 ms
[2021-05-12 03:27:13 main:574] : INFO : Epoch 1608 | loss: 0.0311332 | val_loss: 0.0311637 | Time: 1684.41 ms
[2021-05-12 03:27:15 main:574] : INFO : Epoch 1609 | loss: 0.0311313 | val_loss: 0.0311621 | Time: 1690.77 ms
[2021-05-12 03:27:17 main:574] : INFO : Epoch 1610 | loss: 0.0311277 | val_loss: 0.0311612 | Time: 1697.52 ms
[2021-05-12 03:27:18 main:574] : INFO : Epoch 1611 | loss: 0.0311292 | val_loss: 0.0311668 | Time: 1697.68 ms
[2021-05-12 03:27:20 main:574] : INFO : Epoch 1612 | loss: 0.0311294 | val_loss: 0.0311598 | Time: 1697.48 ms
[2021-05-12 03:27:22 main:574] : INFO : Epoch 1613 | loss: 0.0311301 | val_loss: 0.0311611 | Time: 1691.45 ms
[2021-05-12 03:27:24 main:574] : INFO : Epoch 1614 | loss: 0.0311338 | val_loss: 0.0311601 | Time: 1659.59 ms
[2021-05-12 03:27:25 main:574] : INFO : Epoch 1615 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 1708.4 ms
[2021-05-12 03:27:27 main:574] : INFO : Epoch 1616 | loss: 0.0311273 | val_loss: 0.0311617 | Time: 1690.54 ms
[2021-05-12 03:27:29 main:574] : INFO : Epoch 1617 | loss: 0.0311242 | val_loss: 0.0311635 | Time: 1707.68 ms
[2021-05-12 03:27:31 main:574] : INFO : Epoch 1618 | loss: 0.031124 | val_loss: 0.0311649 | Time: 1690.58 ms
[2021-05-12 03:27:32 main:574] : INFO : Epoch 1619 | loss: 0.0311228 | val_loss: 0.0311673 | Time: 1696.45 ms
[2021-05-12 03:27:34 main:574] : INFO : Epoch 1620 | loss: 0.0311242 | val_loss: 0.0311635 | Time: 1685.39 ms
[2021-05-12 03:27:36 main:574] : INFO : Epoch 1621 | loss: 0.0311246 | val_loss: 0.031168 | Time: 1702.5 ms
[2021-05-12 03:27:38 main:574] : INFO : Epoch 1622 | loss: 0.0311181 | val_loss: 0.0311686 | Time: 1683.77 ms
[2021-05-12 03:27:39 main:574] : INFO : Epoch 1623 | loss: 0.0311201 | val_loss: 0.0311704 | Time: 1706.3 ms
[2021-05-12 03:27:41 main:574] : INFO : Epoch 1624 | loss: 0.0311198 | val_loss: 0.0311722 | Time: 1689.02 ms
[2021-05-12 03:27:43 main:574] : INFO : Epoch 1625 | loss: 0.0311231 | val_loss: 0.0311768 | Time: 1674.42 ms
[2021-05-12 03:27:45 main:574] : INFO : Epoch 1626 | loss: 0.031126 | val_loss: 0.0311683 | Time: 1668.87 ms
[2021-05-12 03:27:46 main:574] : INFO : Epoch 1627 | loss: 0.0311218 | val_loss: 0.0311701 | Time: 1720.57 ms
[2021-05-12 03:27:48 main:574] : INFO : Epoch 1628 | loss: 0.0311241 | val_loss: 0.0311661 | Time: 1692.3 ms
[2021-05-12 03:27:50 main:574] : INFO : Epoch 1629 | loss: 0.0311232 | val_loss: 0.0311649 | Time: 1718.25 ms
[2021-05-12 03:27:52 main:574] : INFO : Epoch 1630 | loss: 0.0311284 | val_loss: 0.0311655 | Time: 1715.16 ms
[2021-05-12 03:27:53 main:574] : INFO : Epoch 1631 | loss: 0.0311306 | val_loss: 0.0311673 | Time: 1665.6 ms
[2021-05-12 03:27:55 main:574] : INFO : Epoch 1632 | loss: 0.0311256 | val_loss: 0.0311692 | Time: 1677.96 ms
[2021-05-12 03:27:57 main:574] : INFO : Epoch 1633 | loss: 0.0311264 | val_loss: 0.031168 | Time: 1713.58 ms
[2021-05-12 03:27:59 main:574] : INFO : Epoch 1634 | loss: 0.0311241 | val_loss: 0.0311719 | Time: 1713.08 ms
[2021-05-12 03:28:00 main:574] : INFO : Epoch 1635 | loss: 0.0311212 | val_loss: 0.0311669 | Time: 1703.68 ms
[2021-05-12 03:28:02 main:574] : INFO : Epoch 1636 | loss: 0.0311236 | val_loss: 0.0311666 | Time: 1717.6 ms
[2021-05-12 03:28:04 main:574] : INFO : Epoch 1637 | loss: 0.0311266 | val_loss: 0.0311722 | Time: 1670.12 ms
[2021-05-12 03:28:06 main:574] : INFO : Epoch 1638 | loss: 0.0311244 | val_loss: 0.0311692 | Time: 1714.3 ms
[2021-05-12 03:28:08 main:574] : INFO : Epoch 1639 | loss: 0.0311248 | val_loss: 0.0311662 | Time: 1704.33 ms
[2021-05-12 03:28:09 main:574] : INFO : Epoch 1640 | loss: 0.0311358 | val_loss: 0.0311668 | Time: 1722.62 ms
[2021-05-12 03:28:11 main:574] : INFO : Epoch 1641 | loss: 0.0311306 | val_loss: 0.0311575 | Time: 1719.44 ms
[2021-05-12 03:28:13 main:574] : INFO : Epoch 1642 | loss: 0.0311281 | val_loss: 0.0311614 | Time: 1698.57 ms
[2021-05-12 03:28:15 main:574] : INFO : Epoch 1643 | loss: 0.0311262 | val_loss: 0.0311652 | Time: 1687.7 ms
[2021-05-12 03:28:16 main:574] : INFO : Epoch 1644 | loss: 0.0311252 | val_loss: 0.0311654 | Time: 1703.33 ms
[2021-05-12 03:28:18 main:574] : INFO : Epoch 1645 | loss: 0.0311244 | val_loss: 0.0311617 | Time: 1693.03 ms
[2021-05-12 03:28:20 main:574] : INFO : Epoch 1646 | loss: 0.0311228 | val_loss: 0.031162 | Time: 1702.88 ms
[2021-05-12 03:28:22 main:574] : INFO : Epoch 1647 | loss: 0.0311198 | val_loss: 0.0311737 | Time: 1680.29 ms
[2021-05-12 03:28:23 main:574] : INFO : Epoch 1648 | loss: 0.0311243 | val_loss: 0.031166 | Time: 1675.03 ms
[2021-05-12 03:28:25 main:574] : INFO : Epoch 1649 | loss: 0.0311276 | val_loss: 0.0311631 | Time: 1678.99 ms
[2021-05-12 03:28:27 main:574] : INFO : Epoch 1650 | loss: 0.0311297 | val_loss: 0.0311763 | Time: 1694.35 ms
[2021-05-12 03:28:28 main:574] : INFO : Epoch 1651 | loss: 0.0311281 | val_loss: 0.0311618 | Time: 1694.92 ms
[2021-05-12 03:28:30 main:574] : INFO : Epoch 1652 | loss: 0.0311245 | val_loss: 0.0311706 | Time: 1688.66 ms
[2021-05-12 03:28:32 main:574] : INFO : Epoch 1653 | loss: 0.0311233 | val_loss: 0.031162 | Time: 1702.84 ms
[2021-05-12 03:28:34 main:574] : INFO : Epoch 1654 | loss: 0.0311206 | val_loss: 0.0311635 | Time: 1663.71 ms
[2021-05-12 03:28:36 main:574] : INFO : Epoch 1655 | loss: 0.0311204 | val_loss: 0.0311671 | Time: 1713.79 ms
[2021-05-12 03:28:37 main:574] : INFO : Epoch 1656 | loss: 0.0311225 | val_loss: 0.0311619 | Time: 1730.72 ms
[2021-05-12 03:28:39 main:574] : INFO : Epoch 1657 | loss: 0.0311192 | val_loss: 0.0311654 | Time: 1714.95 ms
[2021-05-12 03:28:41 main:574] : INFO : Epoch 1658 | loss: 0.0311189 | val_loss: 0.0311661 | Time: 1698.39 ms
[2021-05-12 03:28:43 main:574] : INFO : Epoch 1659 | loss: 0.0311215 | val_loss: 0.0311679 | Time: 1680.66 ms
[2021-05-12 03:28:44 main:574] : INFO : Epoch 1660 | loss: 0.0311194 | val_loss: 0.031165 | Time: 1681.36 ms
[2021-05-12 03:28:46 main:574] : INFO : Epoch 1661 | loss: 0.0311185 | val_loss: 0.0311641 | Time: 1688.36 ms
[2021-05-12 03:28:48 main:574] : INFO : Epoch 1662 | loss: 0.0311252 | val_loss: 0.0311694 | Time: 1706.46 ms
[2021-05-12 03:28:50 main:574] : INFO : Epoch 1663 | loss: 0.0311204 | val_loss: 0.0311725 | Time: 1715.37 ms
[2021-05-12 03:28:51 main:574] : INFO : Epoch 1664 | loss: 0.031119 | val_loss: 0.0311675 | Time: 1696.75 ms
[2021-05-12 03:28:53 main:574] : INFO : Epoch 1665 | loss: 0.0311166 | val_loss: 0.0311673 | Time: 1668.82 ms
[2021-05-12 03:28:55 main:574] : INFO : Epoch 1666 | loss: 0.0311176 | val_loss: 0.0311663 | Time: 1681.06 ms
[2021-05-12 03:28:57 main:574] : INFO : Epoch 1667 | loss: 0.0311174 | val_loss: 0.031172 | Time: 1727.72 ms
[2021-05-12 03:28:58 main:574] : INFO : Epoch 1668 | loss: 0.0311172 | val_loss: 0.031164 | Time: 1678.46 ms
[2021-05-12 03:29:00 main:574] : INFO : Epoch 1669 | loss: 0.0311166 | val_loss: 0.0311656 | Time: 1674.1 ms
[2021-05-12 03:29:02 main:574] : INFO : Epoch 1670 | loss: 0.0311166 | val_loss: 0.0311712 | Time: 1697.16 ms
[2021-05-12 03:29:04 main:574] : INFO : Epoch 1671 | loss: 0.0311181 | val_loss: 0.0311736 | Time: 1669.3 ms
[2021-05-12 03:29:05 main:574] : INFO : Epoch 1672 | loss: 0.031124 | val_loss: 0.0311618 | Time: 1708.55 ms
[2021-05-12 03:29:07 main:574] : INFO : Epoch 1673 | loss: 0.0311213 | val_loss: 0.0311657 | Time: 1703.52 ms
[2021-05-12 03:29:09 main:574] : INFO : Epoch 1674 | loss: 0.0311186 | val_loss: 0.0311663 | Time: 1703.25 ms
[2021-05-12 03:29:11 main:574] : INFO : Epoch 1675 | loss: 0.0311196 | val_loss: 0.0311724 | Time: 1686.72 ms
[2021-05-12 03:29:12 main:574] : INFO : Epoch 1676 | loss: 0.0311177 | val_loss: 0.031165 | Time: 1696.1 ms
[2021-05-12 03:29:14 main:574] : INFO : Epoch 1677 | loss: 0.031118 | val_loss: 0.0311714 | Time: 1670.83 ms
[2021-05-12 03:29:16 main:574] : INFO : Epoch 1678 | loss: 0.0311215 | val_loss: 0.0311678 | Time: 1693.62 ms
[2021-05-12 03:29:18 main:574] : INFO : Epoch 1679 | loss: 0.0311213 | val_loss: 0.0311648 | Time: 1716.53 ms
[2021-05-12 03:29:19 main:574] : INFO : Epoch 1680 | loss: 0.0311187 | val_loss: 0.0311688 | Time: 1730.15 ms
[2021-05-12 03:29:21 main:574] : INFO : Epoch 1681 | loss: 0.0311189 | val_loss: 0.0311688 | Time: 1696.79 ms
[2021-05-12 03:29:23 main:574] : INFO : Epoch 1682 | loss: 0.0311167 | val_loss: 0.0311643 | Time: 1716.7 ms
[2021-05-12 03:29:25 main:574] : INFO : Epoch 1683 | loss: 0.0311221 | val_loss: 0.0311783 | Time: 1675.81 ms
[2021-05-12 03:29:26 main:574] : INFO : Epoch 1684 | loss: 0.0311451 | val_loss: 0.0312733 | Time: 1712.38 ms
[2021-05-12 03:29:28 main:574] : INFO : Epoch 1685 | loss: 0.0416298 | val_loss: 0.0404137 | Time: 1677.98 ms
[2021-05-12 03:29:30 main:574] : INFO : Epoch 1686 | loss: 0.0374593 | val_loss: 0.0326694 | Time: 1697.56 ms
[2021-05-12 03:29:32 main:574] : INFO : Epoch 1687 | loss: 0.0325979 | val_loss: 0.0320384 | Time: 1721.36 ms
[2021-05-12 03:29:33 main:574] : INFO : Epoch 1688 | loss: 0.0315214 | val_loss: 0.0313586 | Time: 1661.41 ms
[2021-05-12 03:29:35 main:574] : INFO : Epoch 1689 | loss: 0.0312847 | val_loss: 0.0312422 | Time: 1689.43 ms
[2021-05-12 03:29:37 main:574] : INFO : Epoch 1690 | loss: 0.0312376 | val_loss: 0.031227 | Time: 1729.73 ms
[2021-05-12 03:29:39 main:574] : INFO : Epoch 1691 | loss: 0.0312252 | val_loss: 0.0312202 | Time: 1707.24 ms
[2021-05-12 03:29:40 main:574] : INFO : Epoch 1692 | loss: 0.0312182 | val_loss: 0.0312143 | Time: 1688.12 ms
[2021-05-12 03:29:42 main:574] : INFO : Epoch 1693 | loss: 0.0312123 | val_loss: 0.0312088 | Time: 1694.84 ms
[2021-05-12 03:29:44 main:574] : INFO : Epoch 1694 | loss: 0.0312072 | val_loss: 0.0312047 | Time: 1679.63 ms
[2021-05-12 03:29:46 main:574] : INFO : Epoch 1695 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1700.35 ms
[2021-05-12 03:29:47 main:574] : INFO : Epoch 1696 | loss: 0.0312012 | val_loss: 0.0312011 | Time: 1697.66 ms
[2021-05-12 03:29:49 main:574] : INFO : Epoch 1697 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 1686.77 ms
[2021-05-12 03:29:51 main:574] : INFO : Epoch 1698 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 1691.16 ms
[2021-05-12 03:29:53 main:574] : INFO : Epoch 1699 | loss: 0.0311949 | val_loss: 0.0311953 | Time: 1697.5 ms
[2021-05-12 03:29:54 main:574] : INFO : Epoch 1700 | loss: 0.031194 | val_loss: 0.0311956 | Time: 1693.51 ms
[2021-05-12 03:29:56 main:574] : INFO : Epoch 1701 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 1703.51 ms
[2021-05-12 03:29:58 main:574] : INFO : Epoch 1702 | loss: 0.031192 | val_loss: 0.0311939 | Time: 1736.92 ms
[2021-05-12 03:30:00 main:574] : INFO : Epoch 1703 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 1703.02 ms
[2021-05-12 03:30:01 main:574] : INFO : Epoch 1704 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1699.44 ms
[2021-05-12 03:30:03 main:574] : INFO : Epoch 1705 | loss: 0.0311913 | val_loss: 0.0311919 | Time: 1670.59 ms
[2021-05-12 03:30:05 main:574] : INFO : Epoch 1706 | loss: 0.0311907 | val_loss: 0.0311917 | Time: 1701.26 ms
[2021-05-12 03:30:07 main:574] : INFO : Epoch 1707 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 1695.42 ms
[2021-05-12 03:30:09 main:574] : INFO : Epoch 1708 | loss: 0.0311908 | val_loss: 0.0311917 | Time: 1708.84 ms
[2021-05-12 03:30:10 main:574] : INFO : Epoch 1709 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 1690.79 ms
[2021-05-12 03:30:12 main:574] : INFO : Epoch 1710 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 1712.94 ms
[2021-05-12 03:30:14 main:574] : INFO : Epoch 1711 | loss: 0.0311891 | val_loss: 0.0311912 | Time: 1665.51 ms
[2021-05-12 03:30:16 main:574] : INFO : Epoch 1712 | loss: 0.0311902 | val_loss: 0.031192 | Time: 1720.26 ms
[2021-05-12 03:30:17 main:574] : INFO : Epoch 1713 | loss: 0.0311899 | val_loss: 0.0311903 | Time: 1694.91 ms
[2021-05-12 03:30:19 main:574] : INFO : Epoch 1714 | loss: 0.0311911 | val_loss: 0.0311908 | Time: 1713.74 ms
[2021-05-12 03:30:21 main:574] : INFO : Epoch 1715 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 1712.22 ms
[2021-05-12 03:30:23 main:574] : INFO : Epoch 1716 | loss: 0.0311888 | val_loss: 0.0311895 | Time: 1707.08 ms
[2021-05-12 03:30:24 main:574] : INFO : Epoch 1717 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1679.31 ms
[2021-05-12 03:30:26 main:574] : INFO : Epoch 1718 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 1706.71 ms
[2021-05-12 03:30:28 main:574] : INFO : Epoch 1719 | loss: 0.0311886 | val_loss: 0.0311912 | Time: 1704.59 ms
[2021-05-12 03:30:30 main:574] : INFO : Epoch 1720 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1704.09 ms
[2021-05-12 03:30:31 main:574] : INFO : Epoch 1721 | loss: 0.031188 | val_loss: 0.0311896 | Time: 1702.61 ms
[2021-05-12 03:30:33 main:574] : INFO : Epoch 1722 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 1701.27 ms
[2021-05-12 03:30:35 main:574] : INFO : Epoch 1723 | loss: 0.0311875 | val_loss: 0.0311877 | Time: 1696.53 ms
[2021-05-12 03:30:37 main:574] : INFO : Epoch 1724 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 1728.06 ms
[2021-05-12 03:30:38 main:574] : INFO : Epoch 1725 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 1691.37 ms
[2021-05-12 03:30:40 main:574] : INFO : Epoch 1726 | loss: 0.0311864 | val_loss: 0.031188 | Time: 1687.02 ms
[2021-05-12 03:30:42 main:574] : INFO : Epoch 1727 | loss: 0.0311864 | val_loss: 0.0311868 | Time: 1692 ms
[2021-05-12 03:30:44 main:574] : INFO : Epoch 1728 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 1653.17 ms
[2021-05-12 03:30:45 main:574] : INFO : Epoch 1729 | loss: 0.0311862 | val_loss: 0.0311865 | Time: 1675.47 ms
[2021-05-12 03:30:47 main:574] : INFO : Epoch 1730 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 1692.5 ms
[2021-05-12 03:30:49 main:574] : INFO : Epoch 1731 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 1718.5 ms
[2021-05-12 03:30:51 main:574] : INFO : Epoch 1732 | loss: 0.0311853 | val_loss: 0.031186 | Time: 1694.09 ms
[2021-05-12 03:30:52 main:574] : INFO : Epoch 1733 | loss: 0.0311868 | val_loss: 0.0311865 | Time: 1690.98 ms
[2021-05-12 03:30:54 main:574] : INFO : Epoch 1734 | loss: 0.0311859 | val_loss: 0.0311861 | Time: 1669.49 ms
[2021-05-12 03:30:56 main:574] : INFO : Epoch 1735 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 1712.72 ms
[2021-05-12 03:30:58 main:574] : INFO : Epoch 1736 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1692.29 ms
[2021-05-12 03:30:59 main:574] : INFO : Epoch 1737 | loss: 0.031184 | val_loss: 0.0311875 | Time: 1715.36 ms
[2021-05-12 03:31:01 main:574] : INFO : Epoch 1738 | loss: 0.0311839 | val_loss: 0.031186 | Time: 1685.62 ms
[2021-05-12 03:31:03 main:574] : INFO : Epoch 1739 | loss: 0.0311835 | val_loss: 0.0311857 | Time: 1681.4 ms
[2021-05-12 03:31:05 main:574] : INFO : Epoch 1740 | loss: 0.0311828 | val_loss: 0.0311837 | Time: 1664.67 ms
[2021-05-12 03:31:06 main:574] : INFO : Epoch 1741 | loss: 0.031182 | val_loss: 0.0311829 | Time: 1697.68 ms
[2021-05-12 03:31:08 main:574] : INFO : Epoch 1742 | loss: 0.0311816 | val_loss: 0.0311827 | Time: 1683.4 ms
[2021-05-12 03:31:10 main:574] : INFO : Epoch 1743 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 1702.17 ms
[2021-05-12 03:31:12 main:574] : INFO : Epoch 1744 | loss: 0.0311817 | val_loss: 0.0311825 | Time: 1699.44 ms
[2021-05-12 03:31:13 main:574] : INFO : Epoch 1745 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 1678.11 ms
[2021-05-12 03:31:15 main:574] : INFO : Epoch 1746 | loss: 0.0311811 | val_loss: 0.031182 | Time: 1687.14 ms
[2021-05-12 03:31:17 main:574] : INFO : Epoch 1747 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1699.34 ms
[2021-05-12 03:31:19 main:574] : INFO : Epoch 1748 | loss: 0.0311808 | val_loss: 0.0311902 | Time: 1688.36 ms
[2021-05-12 03:31:20 main:574] : INFO : Epoch 1749 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1721.38 ms
[2021-05-12 03:31:22 main:574] : INFO : Epoch 1750 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 1681.64 ms
[2021-05-12 03:31:24 main:574] : INFO : Epoch 1751 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 1658.09 ms
[2021-05-12 03:31:26 main:574] : INFO : Epoch 1752 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 1685.21 ms
[2021-05-12 03:31:27 main:574] : INFO : Epoch 1753 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 1695.76 ms
[2021-05-12 03:31:29 main:574] : INFO : Epoch 1754 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1699.19 ms
[2021-05-12 03:31:31 main:574] : INFO : Epoch 1755 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 1705.89 ms
[2021-05-12 03:31:33 main:574] : INFO : Epoch 1756 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 1705.1 ms
[2021-05-12 03:31:34 main:574] : INFO : Epoch 1757 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 1691.96 ms
[2021-05-12 03:31:36 main:574] : INFO : Epoch 1758 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1710.89 ms
[2021-05-12 03:31:38 main:574] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 1717.2 ms
[2021-05-12 03:31:40 main:574] : INFO : Epoch 1760 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 1681.45 ms
[2021-05-12 03:31:41 main:574] : INFO : Epoch 1761 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1714.5 ms
[2021-05-12 03:31:43 main:574] : INFO : Epoch 1762 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 1682.28 ms
[2021-05-12 03:31:45 main:574] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.031177 | Time: 1708.85 ms
[2021-05-12 03:31:47 main:574] : INFO : Epoch 1764 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1722.32 ms
[2021-05-12 03:31:48 main:574] : INFO : Epoch 1765 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 1710.9 ms
[2021-05-12 03:31:50 main:574] : INFO : Epoch 1766 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 1699.42 ms
[2021-05-12 03:31:52 main:574] : INFO : Epoch 1767 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1689.94 ms
[2021-05-12 03:31:54 main:574] : INFO : Epoch 1768 | loss: 0.0311728 | val_loss: 0.0311749 | Time: 1670.34 ms
[2021-05-12 03:31:55 main:574] : INFO : Epoch 1769 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 1702.37 ms
[2021-05-12 03:31:57 main:574] : INFO : Epoch 1770 | loss: 0.0311749 | val_loss: 0.0311739 | Time: 1688.39 ms
[2021-05-12 03:31:59 main:574] : INFO : Epoch 1771 | loss: 0.0311727 | val_loss: 0.031175 | Time: 1685.38 ms
[2021-05-12 03:32:01 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311753 | Time: 1684.91 ms
[2021-05-12 03:32:02 main:574] : INFO : Epoch 1773 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 1689.55 ms
[2021-05-12 03:32:04 main:574] : INFO : Epoch 1774 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 1660.88 ms
[2021-05-12 03:32:06 main:574] : INFO : Epoch 1775 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1687.95 ms
[2021-05-12 03:32:08 main:574] : INFO : Epoch 1776 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 1706.01 ms
[2021-05-12 03:32:09 main:574] : INFO : Epoch 1777 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 1693.37 ms
[2021-05-12 03:32:11 main:574] : INFO : Epoch 1778 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1679.49 ms
[2021-05-12 03:32:13 main:574] : INFO : Epoch 1779 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 1706.76 ms
[2021-05-12 03:32:15 main:574] : INFO : Epoch 1780 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 1694.06 ms
[2021-05-12 03:32:16 main:574] : INFO : Epoch 1781 | loss: 0.0311684 | val_loss: 0.031178 | Time: 1680.19 ms
[2021-05-12 03:32:18 main:574] : INFO : Epoch 1782 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 1736.12 ms
[2021-05-12 03:32:20 main:574] : INFO : Epoch 1783 | loss: 0.031174 | val_loss: 0.031177 | Time: 1695.41 ms
[2021-05-12 03:32:22 main:574] : INFO : Epoch 1784 | loss: 0.03117 | val_loss: 0.0311723 | Time: 1702.95 ms
[2021-05-12 03:32:23 main:574] : INFO : Epoch 1785 | loss: 0.0311674 | val_loss: 0.0311791 | Time: 1667.68 ms
[2021-05-12 03:32:25 main:574] : INFO : Epoch 1786 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 1705.09 ms
[2021-05-12 03:32:27 main:574] : INFO : Epoch 1787 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1704.92 ms
[2021-05-12 03:32:29 main:574] : INFO : Epoch 1788 | loss: 0.0311697 | val_loss: 0.0311855 | Time: 1694.05 ms
[2021-05-12 03:32:30 main:574] : INFO : Epoch 1789 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 1679.52 ms
[2021-05-12 03:32:32 main:574] : INFO : Epoch 1790 | loss: 0.0311699 | val_loss: 0.0311727 | Time: 1700.47 ms
[2021-05-12 03:32:34 main:574] : INFO : Epoch 1791 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 1669.96 ms
[2021-05-12 03:32:36 main:574] : INFO : Epoch 1792 | loss: 0.031168 | val_loss: 0.031177 | Time: 1701.86 ms
[2021-05-12 03:32:37 main:574] : INFO : Epoch 1793 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 1699.11 ms
[2021-05-12 03:32:39 main:574] : INFO : Epoch 1794 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 1687.82 ms
[2021-05-12 03:32:41 main:574] : INFO : Epoch 1795 | loss: 0.0311681 | val_loss: 0.031182 | Time: 1729.99 ms
[2021-05-12 03:32:43 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.0311713 | Time: 1685.25 ms
[2021-05-12 03:32:44 main:574] : INFO : Epoch 1797 | loss: 0.031165 | val_loss: 0.0311731 | Time: 1691.25 ms
[2021-05-12 03:32:46 main:574] : INFO : Epoch 1798 | loss: 0.031167 | val_loss: 0.0311706 | Time: 1695.98 ms
[2021-05-12 03:32:48 main:574] : INFO : Epoch 1799 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 1724.63 ms
[2021-05-12 03:32:50 main:574] : INFO : Epoch 1800 | loss: 0.0311666 | val_loss: 0.0311875 | Time: 1700.82 ms
[2021-05-12 03:32:52 main:574] : INFO : Epoch 1801 | loss: 0.031168 | val_loss: 0.0311713 | Time: 1736.91 ms
[2021-05-12 03:32:53 main:574] : INFO : Epoch 1802 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 1672.87 ms
[2021-05-12 03:32:55 main:574] : INFO : Epoch 1803 | loss: 0.031165 | val_loss: 0.0311815 | Time: 1684.37 ms
[2021-05-12 03:32:57 main:574] : INFO : Epoch 1804 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 1695.31 ms
[2021-05-12 03:32:59 main:574] : INFO : Epoch 1805 | loss: 0.0311674 | val_loss: 0.0311821 | Time: 1706.52 ms
[2021-05-12 03:33:00 main:574] : INFO : Epoch 1806 | loss: 0.03117 | val_loss: 0.0311706 | Time: 1714 ms
[2021-05-12 03:33:02 main:574] : INFO : Epoch 1807 | loss: 0.0311721 | val_loss: 0.0311863 | Time: 1726.06 ms
[2021-05-12 03:33:04 main:574] : INFO : Epoch 1808 | loss: 0.0311701 | val_loss: 0.0311709 | Time: 1658.24 ms
[2021-05-12 03:33:06 main:574] : INFO : Epoch 1809 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 1696.98 ms
[2021-05-12 03:33:07 main:574] : INFO : Epoch 1810 | loss: 0.031171 | val_loss: 0.0311922 | Time: 1728.4 ms
[2021-05-12 03:33:09 main:574] : INFO : Epoch 1811 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1691.92 ms
[2021-05-12 03:33:11 main:574] : INFO : Epoch 1812 | loss: 0.0311626 | val_loss: 0.031174 | Time: 1700.22 ms
[2021-05-12 03:33:13 main:574] : INFO : Epoch 1813 | loss: 0.031164 | val_loss: 0.0311755 | Time: 1693.15 ms
[2021-05-12 03:33:14 main:574] : INFO : Epoch 1814 | loss: 0.0311697 | val_loss: 0.0311716 | Time: 1661.09 ms
[2021-05-12 03:33:16 main:574] : INFO : Epoch 1815 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 1715.48 ms
[2021-05-12 03:33:18 main:574] : INFO : Epoch 1816 | loss: 0.0311667 | val_loss: 0.0311834 | Time: 1697.5 ms
[2021-05-12 03:33:20 main:574] : INFO : Epoch 1817 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 1714.81 ms
[2021-05-12 03:33:21 main:574] : INFO : Epoch 1818 | loss: 0.0311627 | val_loss: 0.0311756 | Time: 1676.24 ms
[2021-05-12 03:33:23 main:574] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1681.22 ms
[2021-05-12 03:33:25 main:574] : INFO : Epoch 1820 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 1675.45 ms
[2021-05-12 03:33:27 main:574] : INFO : Epoch 1821 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 1705.23 ms
[2021-05-12 03:33:28 main:574] : INFO : Epoch 1822 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 1678.54 ms
[2021-05-12 03:33:30 main:574] : INFO : Epoch 1823 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 1693.24 ms
[2021-05-12 03:33:32 main:574] : INFO : Epoch 1824 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 1700.65 ms
[2021-05-12 03:33:34 main:574] : INFO : Epoch 1825 | loss: 0.0311618 | val_loss: 0.03117 | Time: 1665.74 ms
[2021-05-12 03:33:35 main:574] : INFO : Epoch 1826 | loss: 0.03116 | val_loss: 0.0311693 | Time: 1694.34 ms
[2021-05-12 03:33:37 main:574] : INFO : Epoch 1827 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 1701.12 ms
[2021-05-12 03:33:39 main:574] : INFO : Epoch 1828 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 1699.62 ms
[2021-05-12 03:33:41 main:574] : INFO : Epoch 1829 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 1710.81 ms
[2021-05-12 03:33:42 main:574] : INFO : Epoch 1830 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 1715.91 ms
[2021-05-12 03:33:44 main:574] : INFO : Epoch 1831 | loss: 0.0311636 | val_loss: 0.0311691 | Time: 1670.55 ms
[2021-05-12 03:33:46 main:574] : INFO : Epoch 1832 | loss: 0.0311652 | val_loss: 0.0311793 | Time: 1715.51 ms
[2021-05-12 03:33:48 main:574] : INFO : Epoch 1833 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1689.23 ms
[2021-05-12 03:33:49 main:574] : INFO : Epoch 1834 | loss: 0.0311633 | val_loss: 0.031178 | Time: 1718.28 ms
[2021-05-12 03:33:51 main:574] : INFO : Epoch 1835 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 1680.14 ms
[2021-05-12 03:33:53 main:574] : INFO : Epoch 1836 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 1731.04 ms
[2021-05-12 03:33:55 main:574] : INFO : Epoch 1837 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 1688.99 ms
[2021-05-12 03:33:56 main:574] : INFO : Epoch 1838 | loss: 0.0311593 | val_loss: 0.031173 | Time: 1716.28 ms
[2021-05-12 03:33:58 main:574] : INFO : Epoch 1839 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 1702.92 ms
[2021-05-12 03:34:00 main:574] : INFO : Epoch 1840 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 1710.41 ms
[2021-05-12 03:34:02 main:574] : INFO : Epoch 1841 | loss: 0.0311624 | val_loss: 0.0311705 | Time: 1700.83 ms
[2021-05-12 03:34:03 main:574] : INFO : Epoch 1842 | loss: 0.0311593 | val_loss: 0.0311759 | Time: 1687.38 ms
[2021-05-12 03:34:05 main:574] : INFO : Epoch 1843 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 1691.02 ms
[2021-05-12 03:34:07 main:574] : INFO : Epoch 1844 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 1694.13 ms
[2021-05-12 03:34:09 main:574] : INFO : Epoch 1845 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 1717.77 ms
[2021-05-12 03:34:10 main:574] : INFO : Epoch 1846 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 1714.21 ms
[2021-05-12 03:34:12 main:574] : INFO : Epoch 1847 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 1706.97 ms
[2021-05-12 03:34:14 main:574] : INFO : Epoch 1848 | loss: 0.0311624 | val_loss: 0.0311739 | Time: 1654.78 ms
[2021-05-12 03:34:16 main:574] : INFO : Epoch 1849 | loss: 0.0311575 | val_loss: 0.0311675 | Time: 1721.57 ms
[2021-05-12 03:34:17 main:574] : INFO : Epoch 1850 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 1716.79 ms
[2021-05-12 03:34:19 main:574] : INFO : Epoch 1851 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 1691.36 ms
[2021-05-12 03:34:21 main:574] : INFO : Epoch 1852 | loss: 0.0311556 | val_loss: 0.0311686 | Time: 1689.32 ms
[2021-05-12 03:34:23 main:574] : INFO : Epoch 1853 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 1706.86 ms
[2021-05-12 03:34:24 main:574] : INFO : Epoch 1854 | loss: 0.0311574 | val_loss: 0.0311842 | Time: 1677.68 ms
[2021-05-12 03:34:26 main:574] : INFO : Epoch 1855 | loss: 0.031157 | val_loss: 0.0311679 | Time: 1705.26 ms
[2021-05-12 03:34:28 main:574] : INFO : Epoch 1856 | loss: 0.0311542 | val_loss: 0.0311686 | Time: 1714.77 ms
[2021-05-12 03:34:30 main:574] : INFO : Epoch 1857 | loss: 0.031155 | val_loss: 0.0311747 | Time: 1682.73 ms
[2021-05-12 03:34:32 main:574] : INFO : Epoch 1858 | loss: 0.031155 | val_loss: 0.0311699 | Time: 1704.37 ms
[2021-05-12 03:34:33 main:574] : INFO : Epoch 1859 | loss: 0.0311573 | val_loss: 0.0311757 | Time: 1690.33 ms
[2021-05-12 03:34:35 main:574] : INFO : Epoch 1860 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 1685.13 ms
[2021-05-12 03:34:37 main:574] : INFO : Epoch 1861 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 1726.26 ms
[2021-05-12 03:34:39 main:574] : INFO : Epoch 1862 | loss: 0.0311539 | val_loss: 0.0311678 | Time: 1696.8 ms
[2021-05-12 03:34:40 main:574] : INFO : Epoch 1863 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 1710.96 ms
[2021-05-12 03:34:42 main:574] : INFO : Epoch 1864 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1690.58 ms
[2021-05-12 03:34:44 main:574] : INFO : Epoch 1865 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 1659.64 ms
[2021-05-12 03:34:46 main:574] : INFO : Epoch 1866 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 1704.16 ms
[2021-05-12 03:34:47 main:574] : INFO : Epoch 1867 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 1688.37 ms
[2021-05-12 03:34:49 main:574] : INFO : Epoch 1868 | loss: 0.0311551 | val_loss: 0.0311684 | Time: 1678.37 ms
[2021-05-12 03:34:51 main:574] : INFO : Epoch 1869 | loss: 0.0311581 | val_loss: 0.031173 | Time: 1692.84 ms
[2021-05-12 03:34:53 main:574] : INFO : Epoch 1870 | loss: 0.0311583 | val_loss: 0.0311693 | Time: 1714.48 ms
[2021-05-12 03:34:54 main:574] : INFO : Epoch 1871 | loss: 0.0311609 | val_loss: 0.0311757 | Time: 1667.5 ms
[2021-05-12 03:34:56 main:574] : INFO : Epoch 1872 | loss: 0.0311592 | val_loss: 0.0311777 | Time: 1685.28 ms
[2021-05-12 03:34:58 main:574] : INFO : Epoch 1873 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 1704.32 ms
[2021-05-12 03:34:59 main:574] : INFO : Epoch 1874 | loss: 0.0311556 | val_loss: 0.0311832 | Time: 1695.62 ms
[2021-05-12 03:35:01 main:574] : INFO : Epoch 1875 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1726.24 ms
[2021-05-12 03:35:03 main:574] : INFO : Epoch 1876 | loss: 0.0311536 | val_loss: 0.0311746 | Time: 1720.43 ms
[2021-05-12 03:35:05 main:574] : INFO : Epoch 1877 | loss: 0.0311583 | val_loss: 0.0311903 | Time: 1656.09 ms
[2021-05-12 03:35:06 main:574] : INFO : Epoch 1878 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1692.51 ms
[2021-05-12 03:35:08 main:574] : INFO : Epoch 1879 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 1704.69 ms
[2021-05-12 03:35:10 main:574] : INFO : Epoch 1880 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 1681.16 ms
[2021-05-12 03:35:12 main:574] : INFO : Epoch 1881 | loss: 0.0311532 | val_loss: 0.0311729 | Time: 1718.07 ms
[2021-05-12 03:35:13 main:574] : INFO : Epoch 1882 | loss: 0.0311562 | val_loss: 0.0311721 | Time: 1664.77 ms
[2021-05-12 03:35:15 main:574] : INFO : Epoch 1883 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 1671.55 ms
[2021-05-12 03:35:17 main:574] : INFO : Epoch 1884 | loss: 0.0311546 | val_loss: 0.0311743 | Time: 1682.99 ms
[2021-05-12 03:35:19 main:574] : INFO : Epoch 1885 | loss: 0.0311534 | val_loss: 0.0311678 | Time: 1680.4 ms
[2021-05-12 03:35:20 main:574] : INFO : Epoch 1886 | loss: 0.0311516 | val_loss: 0.031177 | Time: 1706.35 ms
[2021-05-12 03:35:22 main:574] : INFO : Epoch 1887 | loss: 0.0311524 | val_loss: 0.0311671 | Time: 1683.74 ms
[2021-05-12 03:35:24 main:574] : INFO : Epoch 1888 | loss: 0.0311499 | val_loss: 0.0311684 | Time: 1679.83 ms
[2021-05-12 03:35:26 main:574] : INFO : Epoch 1889 | loss: 0.0311508 | val_loss: 0.0311721 | Time: 1693.62 ms
[2021-05-12 03:35:27 main:574] : INFO : Epoch 1890 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 1689.37 ms
[2021-05-12 03:35:29 main:574] : INFO : Epoch 1891 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 1716.95 ms
[2021-05-12 03:35:31 main:574] : INFO : Epoch 1892 | loss: 0.031153 | val_loss: 0.0311701 | Time: 1715.17 ms
[2021-05-12 03:35:33 main:574] : INFO : Epoch 1893 | loss: 0.03115 | val_loss: 0.0311664 | Time: 1708.32 ms
[2021-05-12 03:35:34 main:574] : INFO : Epoch 1894 | loss: 0.0311502 | val_loss: 0.0311752 | Time: 1670.42 ms
[2021-05-12 03:35:36 main:574] : INFO : Epoch 1895 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 1694.3 ms
[2021-05-12 03:35:38 main:574] : INFO : Epoch 1896 | loss: 0.0311521 | val_loss: 0.0311741 | Time: 1717.97 ms
[2021-05-12 03:35:40 main:574] : INFO : Epoch 1897 | loss: 0.0311555 | val_loss: 0.0311767 | Time: 1707.96 ms
[2021-05-12 03:35:41 main:574] : INFO : Epoch 1898 | loss: 0.0311558 | val_loss: 0.0311689 | Time: 1700.31 ms
[2021-05-12 03:35:43 main:574] : INFO : Epoch 1899 | loss: 0.0311522 | val_loss: 0.0311714 | Time: 1679.38 ms
[2021-05-12 03:35:45 main:574] : INFO : Epoch 1900 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 1710.45 ms
[2021-05-12 03:35:47 main:574] : INFO : Epoch 1901 | loss: 0.0311503 | val_loss: 0.0311881 | Time: 1692.32 ms
[2021-05-12 03:35:48 main:574] : INFO : Epoch 1902 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 1700.39 ms
[2021-05-12 03:35:50 main:574] : INFO : Epoch 1903 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 1695.72 ms
[2021-05-12 03:35:52 main:574] : INFO : Epoch 1904 | loss: 0.0311501 | val_loss: 0.0311707 | Time: 1701.61 ms
[2021-05-12 03:35:54 main:574] : INFO : Epoch 1905 | loss: 0.031148 | val_loss: 0.0311703 | Time: 1678 ms
[2021-05-12 03:35:56 main:574] : INFO : Epoch 1906 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 1691.06 ms
[2021-05-12 03:35:57 main:574] : INFO : Epoch 1907 | loss: 0.0311474 | val_loss: 0.0311708 | Time: 1705.62 ms
[2021-05-12 03:35:59 main:574] : INFO : Epoch 1908 | loss: 0.0311484 | val_loss: 0.0311722 | Time: 1712.11 ms
[2021-05-12 03:36:01 main:574] : INFO : Epoch 1909 | loss: 0.0311557 | val_loss: 0.0311865 | Time: 1713.75 ms
[2021-05-12 03:36:03 main:574] : INFO : Epoch 1910 | loss: 0.0311522 | val_loss: 0.0311735 | Time: 1724.77 ms
[2021-05-12 03:36:04 main:574] : INFO : Epoch 1911 | loss: 0.0311493 | val_loss: 0.031168 | Time: 1705.04 ms
[2021-05-12 03:36:06 main:574] : INFO : Epoch 1912 | loss: 0.0311481 | val_loss: 0.0311791 | Time: 1717.53 ms
[2021-05-12 03:36:08 main:574] : INFO : Epoch 1913 | loss: 0.03115 | val_loss: 0.0311767 | Time: 1700.91 ms
[2021-05-12 03:36:10 main:574] : INFO : Epoch 1914 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 1701 ms
[2021-05-12 03:36:11 main:574] : INFO : Epoch 1915 | loss: 0.0311472 | val_loss: 0.0311717 | Time: 1692.48 ms
[2021-05-12 03:36:13 main:574] : INFO : Epoch 1916 | loss: 0.031146 | val_loss: 0.0311741 | Time: 1690.9 ms
[2021-05-12 03:36:15 main:574] : INFO : Epoch 1917 | loss: 0.0311482 | val_loss: 0.0311707 | Time: 1688.66 ms
[2021-05-12 03:36:17 main:574] : INFO : Epoch 1918 | loss: 0.0311475 | val_loss: 0.0311723 | Time: 1699.81 ms
[2021-05-12 03:36:18 main:574] : INFO : Epoch 1919 | loss: 0.0311559 | val_loss: 0.0311733 | Time: 1715.95 ms
[2021-05-12 03:36:20 main:574] : INFO : Epoch 1920 | loss: 0.0311539 | val_loss: 0.0311683 | Time: 1717.35 ms
[2021-05-12 03:36:22 main:574] : INFO : Epoch 1921 | loss: 0.0311571 | val_loss: 0.0311766 | Time: 1704.22 ms
[2021-05-12 03:36:24 main:574] : INFO : Epoch 1922 | loss: 0.0311531 | val_loss: 0.0311739 | Time: 1668.55 ms
[2021-05-12 03:36:25 main:574] : INFO : Epoch 1923 | loss: 0.031149 | val_loss: 0.0311723 | Time: 1687.88 ms
[2021-05-12 03:36:27 main:574] : INFO : Epoch 1924 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 1708.8 ms
[2021-05-12 03:36:29 main:574] : INFO : Epoch 1925 | loss: 0.0311465 | val_loss: 0.0311789 | Time: 1705.52 ms
[2021-05-12 03:36:31 main:574] : INFO : Epoch 1926 | loss: 0.0311471 | val_loss: 0.031176 | Time: 1756.77 ms
[2021-05-12 03:36:33 main:574] : INFO : Epoch 1927 | loss: 0.031147 | val_loss: 0.0311679 | Time: 1699.46 ms
[2021-05-12 03:36:34 main:574] : INFO : Epoch 1928 | loss: 0.0311458 | val_loss: 0.03117 | Time: 1672.17 ms
[2021-05-12 03:36:36 main:574] : INFO : Epoch 1929 | loss: 0.031145 | val_loss: 0.0311692 | Time: 1701.5 ms
[2021-05-12 03:36:38 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311689 | Time: 1718.76 ms
[2021-05-12 03:36:40 main:574] : INFO : Epoch 1931 | loss: 0.0311443 | val_loss: 0.031173 | Time: 1713.11 ms
[2021-05-12 03:36:41 main:574] : INFO : Epoch 1932 | loss: 0.0311519 | val_loss: 0.031199 | Time: 1687.25 ms
[2021-05-12 03:36:43 main:574] : INFO : Epoch 1933 | loss: 0.0311558 | val_loss: 0.031172 | Time: 1696.94 ms
[2021-05-12 03:36:45 main:574] : INFO : Epoch 1934 | loss: 0.0311517 | val_loss: 0.0311756 | Time: 1677.26 ms
[2021-05-12 03:36:47 main:574] : INFO : Epoch 1935 | loss: 0.0311457 | val_loss: 0.0311731 | Time: 1683.48 ms
[2021-05-12 03:36:48 main:574] : INFO : Epoch 1936 | loss: 0.0311474 | val_loss: 0.0311678 | Time: 1687.47 ms
[2021-05-12 03:36:50 main:574] : INFO : Epoch 1937 | loss: 0.0311444 | val_loss: 0.0311689 | Time: 1712.44 ms
[2021-05-12 03:36:52 main:574] : INFO : Epoch 1938 | loss: 0.0311468 | val_loss: 0.0311744 | Time: 1730.54 ms
[2021-05-12 03:36:54 main:574] : INFO : Epoch 1939 | loss: 0.0311511 | val_loss: 0.0311744 | Time: 1679.13 ms
[2021-05-12 03:36:55 main:574] : INFO : Epoch 1940 | loss: 0.0311488 | val_loss: 0.0311689 | Time: 1683.8 ms
[2021-05-12 03:36:57 main:574] : INFO : Epoch 1941 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 1709.66 ms
[2021-05-12 03:36:59 main:574] : INFO : Epoch 1942 | loss: 0.0311446 | val_loss: 0.0311706 | Time: 1690.82 ms
[2021-05-12 03:37:01 main:574] : INFO : Epoch 1943 | loss: 0.031145 | val_loss: 0.0311728 | Time: 1732.25 ms
[2021-05-12 03:37:02 main:574] : INFO : Epoch 1944 | loss: 0.0311474 | val_loss: 0.0311768 | Time: 1700.34 ms
[2021-05-12 03:37:04 main:574] : INFO : Epoch 1945 | loss: 0.0311471 | val_loss: 0.0311688 | Time: 1656.93 ms
[2021-05-12 03:37:06 main:574] : INFO : Epoch 1946 | loss: 0.0311444 | val_loss: 0.0311709 | Time: 1708.8 ms
[2021-05-12 03:37:08 main:574] : INFO : Epoch 1947 | loss: 0.0311433 | val_loss: 0.0311692 | Time: 1720.14 ms
[2021-05-12 03:37:09 main:574] : INFO : Epoch 1948 | loss: 0.0311443 | val_loss: 0.0311718 | Time: 1696.74 ms
[2021-05-12 03:37:11 main:574] : INFO : Epoch 1949 | loss: 0.031147 | val_loss: 0.0311728 | Time: 1710.08 ms
[2021-05-12 03:37:13 main:574] : INFO : Epoch 1950 | loss: 0.0311476 | val_loss: 0.0311741 | Time: 1713.34 ms
[2021-05-12 03:37:15 main:574] : INFO : Epoch 1951 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 1665.3 ms
[2021-05-12 03:37:16 main:574] : INFO : Epoch 1952 | loss: 0.031152 | val_loss: 0.0311732 | Time: 1693.3 ms
[2021-05-12 03:37:18 main:574] : INFO : Epoch 1953 | loss: 0.0311478 | val_loss: 0.0311709 | Time: 1703.7 ms
[2021-05-12 03:37:20 main:574] : INFO : Epoch 1954 | loss: 0.0311457 | val_loss: 0.0311682 | Time: 1712.11 ms
[2021-05-12 03:37:22 main:574] : INFO : Epoch 1955 | loss: 0.0311428 | val_loss: 0.0311681 | Time: 1729.34 ms
[2021-05-12 03:37:23 main:574] : INFO : Epoch 1956 | loss: 0.0311454 | val_loss: 0.0311686 | Time: 1680.43 ms
[2021-05-12 03:37:25 main:574] : INFO : Epoch 1957 | loss: 0.0311442 | val_loss: 0.0311683 | Time: 1685.19 ms
[2021-05-12 03:37:27 main:574] : INFO : Epoch 1958 | loss: 0.0311449 | val_loss: 0.0311704 | Time: 1706.2 ms
[2021-05-12 03:37:29 main:574] : INFO : Epoch 1959 | loss: 0.0311423 | val_loss: 0.0311711 | Time: 1705.61 ms
[2021-05-12 03:37:30 main:574] : INFO : Epoch 1960 | loss: 0.0311442 | val_loss: 0.0311831 | Time: 1715.21 ms
[2021-05-12 03:37:32 main:574] : INFO : Epoch 1961 | loss: 0.0311525 | val_loss: 0.0311791 | Time: 1700.15 ms
[2021-05-12 03:37:34 main:574] : INFO : Epoch 1962 | loss: 0.0311465 | val_loss: 0.0311722 | Time: 1681.83 ms
[2021-05-12 03:37:36 main:574] : INFO : Epoch 1963 | loss: 0.031144 | val_loss: 0.0311691 | Time: 1712.93 ms
[2021-05-12 03:37:37 main:574] : INFO : Epoch 1964 | loss: 0.0311426 | val_loss: 0.0311673 | Time: 1697.58 ms
[2021-05-12 03:37:39 main:574] : INFO : Epoch 1965 | loss: 0.0311455 | val_loss: 0.0311745 | Time: 1695.23 ms
[2021-05-12 03:37:41 main:574] : INFO : Epoch 1966 | loss: 0.0311447 | val_loss: 0.0311696 | Time: 1688.36 ms
[2021-05-12 03:37:43 main:574] : INFO : Epoch 1967 | loss: 0.0311436 | val_loss: 0.0311709 | Time: 1713.56 ms
[2021-05-12 03:37:44 main:574] : INFO : Epoch 1968 | loss: 0.0311466 | val_loss: 0.0311756 | Time: 1671.04 ms
[2021-05-12 03:37:46 main:574] : INFO : Epoch 1969 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 1703.28 ms
[2021-05-12 03:37:48 main:574] : INFO : Epoch 1970 | loss: 0.0311473 | val_loss: 0.0311683 | Time: 1683.19 ms
[2021-05-12 03:37:50 main:574] : INFO : Epoch 1971 | loss: 0.0311439 | val_loss: 0.0311693 | Time: 1699.83 ms
[2021-05-12 03:37:51 main:574] : INFO : Epoch 1972 | loss: 0.0311441 | val_loss: 0.0311693 | Time: 1693.17 ms
[2021-05-12 03:37:53 main:574] : INFO : Epoch 1973 | loss: 0.0311456 | val_loss: 0.0311769 | Time: 1677.27 ms
[2021-05-12 03:37:55 main:574] : INFO : Epoch 1974 | loss: 0.0311435 | val_loss: 0.0311709 | Time: 1683.6 ms
[2021-05-12 03:37:57 main:574] : INFO : Epoch 1975 | loss: 0.0311444 | val_loss: 0.0311719 | Time: 1683.83 ms
[2021-05-12 03:37:58 main:574] : INFO : Epoch 1976 | loss: 0.0311439 | val_loss: 0.0311729 | Time: 1703.18 ms
[2021-05-12 03:38:00 main:574] : INFO : Epoch 1977 | loss: 0.0311421 | val_loss: 0.0311799 | Time: 1729.56 ms
[2021-05-12 03:38:02 main:574] : INFO : Epoch 1978 | loss: 0.0311461 | val_loss: 0.0311749 | Time: 1720.31 ms
[2021-05-12 03:38:04 main:574] : INFO : Epoch 1979 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 1665.33 ms
[2021-05-12 03:38:05 main:574] : INFO : Epoch 1980 | loss: 0.031148 | val_loss: 0.031181 | Time: 1685.41 ms
[2021-05-12 03:38:07 main:574] : INFO : Epoch 1981 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 1722.39 ms
[2021-05-12 03:38:09 main:574] : INFO : Epoch 1982 | loss: 0.0311474 | val_loss: 0.0311717 | Time: 1710.82 ms
[2021-05-12 03:38:11 main:574] : INFO : Epoch 1983 | loss: 0.0311394 | val_loss: 0.0311734 | Time: 1697.26 ms
[2021-05-12 03:38:13 main:574] : INFO : Epoch 1984 | loss: 0.0311394 | val_loss: 0.0311762 | Time: 1716.34 ms
[2021-05-12 03:38:14 main:574] : INFO : Epoch 1985 | loss: 0.0311394 | val_loss: 0.0311741 | Time: 1666.75 ms
[2021-05-12 03:38:16 main:574] : INFO : Epoch 1986 | loss: 0.0311467 | val_loss: 0.031172 | Time: 1678.05 ms
[2021-05-12 03:38:18 main:574] : INFO : Epoch 1987 | loss: 0.0311509 | val_loss: 0.0311769 | Time: 1686.43 ms
[2021-05-12 03:38:19 main:574] : INFO : Epoch 1988 | loss: 0.0311491 | val_loss: 0.0311701 | Time: 1682.56 ms
[2021-05-12 03:38:21 main:574] : INFO : Epoch 1989 | loss: 0.0311492 | val_loss: 0.0311716 | Time: 1700.52 ms
[2021-05-12 03:38:23 main:574] : INFO : Epoch 1990 | loss: 0.0311496 | val_loss: 0.0311758 | Time: 1680.1 ms
[2021-05-12 03:38:25 main:574] : INFO : Epoch 1991 | loss: 0.0311457 | val_loss: 0.0311726 | Time: 1661.56 ms
[2021-05-12 03:38:26 main:574] : INFO : Epoch 1992 | loss: 0.0311426 | val_loss: 0.0311703 | Time: 1704.68 ms
[2021-05-12 03:38:28 main:574] : INFO : Epoch 1993 | loss: 0.031143 | val_loss: 0.031171 | Time: 1687.69 ms
[2021-05-12 03:38:30 main:574] : INFO : Epoch 1994 | loss: 0.0311429 | val_loss: 0.0311757 | Time: 1709.59 ms
[2021-05-12 03:38:32 main:574] : INFO : Epoch 1995 | loss: 0.0311468 | val_loss: 0.0311762 | Time: 1706.66 ms
[2021-05-12 03:38:33 main:574] : INFO : Epoch 1996 | loss: 0.0311416 | val_loss: 0.0311735 | Time: 1690.84 ms
[2021-05-12 03:38:35 main:574] : INFO : Epoch 1997 | loss: 0.031145 | val_loss: 0.0311793 | Time: 1693.77 ms
[2021-05-12 03:38:37 main:574] : INFO : Epoch 1998 | loss: 0.0311418 | val_loss: 0.0311725 | Time: 1684.39 ms
[2021-05-12 03:38:39 main:574] : INFO : Epoch 1999 | loss: 0.0311432 | val_loss: 0.0311738 | Time: 1725.03 ms
[2021-05-12 03:38:40 main:574] : INFO : Epoch 2000 | loss: 0.0311443 | val_loss: 0.0311836 | Time: 1700.22 ms
[2021-05-12 03:38:42 main:574] : INFO : Epoch 2001 | loss: 0.0311507 | val_loss: 0.0311701 | Time: 1724.92 ms
[2021-05-12 03:38:44 main:574] : INFO : Epoch 2002 | loss: 0.0311462 | val_loss: 0.0311709 | Time: 1658.01 ms
[2021-05-12 03:38:46 main:574] : INFO : Epoch 2003 | loss: 0.0311449 | val_loss: 0.0311714 | Time: 1691.76 ms
[2021-05-12 03:38:47 main:574] : INFO : Epoch 2004 | loss: 0.0311432 | val_loss: 0.0311671 | Time: 1698.77 ms
[2021-05-12 03:38:49 main:574] : INFO : Epoch 2005 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 1690.6 ms
[2021-05-12 03:38:51 main:574] : INFO : Epoch 2006 | loss: 0.0311447 | val_loss: 0.0311682 | Time: 1700.39 ms
[2021-05-12 03:38:53 main:574] : INFO : Epoch 2007 | loss: 0.0311467 | val_loss: 0.0311727 | Time: 1714.6 ms
[2021-05-12 03:38:54 main:574] : INFO : Epoch 2008 | loss: 0.0311479 | val_loss: 0.0311786 | Time: 1660.56 ms
[2021-05-12 03:38:56 main:574] : INFO : Epoch 2009 | loss: 0.0311451 | val_loss: 0.0311751 | Time: 1711.67 ms
[2021-05-12 03:38:58 main:574] : INFO : Epoch 2010 | loss: 0.0311461 | val_loss: 0.0311688 | Time: 1708.96 ms
[2021-05-12 03:39:00 main:574] : INFO : Epoch 2011 | loss: 0.031147 | val_loss: 0.0311713 | Time: 1712.18 ms
[2021-05-12 03:39:01 main:574] : INFO : Epoch 2012 | loss: 0.0311433 | val_loss: 0.0311728 | Time: 1703.72 ms
[2021-05-12 03:39:03 main:574] : INFO : Epoch 2013 | loss: 0.0311453 | val_loss: 0.0311744 | Time: 1690.76 ms
[2021-05-12 03:39:05 main:574] : INFO : Epoch 2014 | loss: 0.0311438 | val_loss: 0.0311724 | Time: 1692.81 ms
[2021-05-12 03:39:07 main:574] : INFO : Epoch 2015 | loss: 0.0311455 | val_loss: 0.0311713 | Time: 1708.13 ms
[2021-05-12 03:39:09 main:574] : INFO : Epoch 2016 | loss: 0.0311413 | val_loss: 0.0311711 | Time: 1704.87 ms
[2021-05-12 03:39:10 main:574] : INFO : Epoch 2017 | loss: 0.0311397 | val_loss: 0.0311715 | Time: 1699.16 ms
[2021-05-12 03:39:12 main:574] : INFO : Epoch 2018 | loss: 0.0311421 | val_loss: 0.0311718 | Time: 1678.9 ms
[2021-05-12 03:39:14 main:574] : INFO : Epoch 2019 | loss: 0.0311424 | val_loss: 0.0311786 | Time: 1671.36 ms
[2021-05-12 03:39:15 main:574] : INFO : Epoch 2020 | loss: 0.0311398 | val_loss: 0.0311698 | Time: 1710.42 ms
[2021-05-12 03:39:17 main:574] : INFO : Epoch 2021 | loss: 0.0311407 | val_loss: 0.0311824 | Time: 1696.72 ms
[2021-05-12 03:39:19 main:574] : INFO : Epoch 2022 | loss: 0.0311435 | val_loss: 0.0311831 | Time: 1711.49 ms
[2021-05-12 03:39:21 main:574] : INFO : Epoch 2023 | loss: 0.0311399 | val_loss: 0.0311716 | Time: 1723.19 ms
[2021-05-12 03:39:23 main:574] : INFO : Epoch 2024 | loss: 0.0311394 | val_loss: 0.0311737 | Time: 1704.7 ms
[2021-05-12 03:39:24 main:574] : INFO : Epoch 2025 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 1675.14 ms
[2021-05-12 03:39:26 main:574] : INFO : Epoch 2026 | loss: 0.0311363 | val_loss: 0.0311733 | Time: 1703.56 ms
[2021-05-12 03:39:28 main:574] : INFO : Epoch 2027 | loss: 0.0311387 | val_loss: 0.0311756 | Time: 1691.25 ms
[2021-05-12 03:39:30 main:574] : INFO : Epoch 2028 | loss: 0.0311424 | val_loss: 0.0311777 | Time: 1719.4 ms
[2021-05-12 03:39:31 main:574] : INFO : Epoch 2029 | loss: 0.0311428 | val_loss: 0.0311736 | Time: 1704.31 ms
[2021-05-12 03:39:33 main:574] : INFO : Epoch 2030 | loss: 0.0311403 | val_loss: 0.0311733 | Time: 1687.23 ms
[2021-05-12 03:39:35 main:574] : INFO : Epoch 2031 | loss: 0.0311413 | val_loss: 0.0311733 | Time: 1682 ms
[2021-05-12 03:39:37 main:574] : INFO : Epoch 2032 | loss: 0.0311391 | val_loss: 0.0311731 | Time: 1734.19 ms
[2021-05-12 03:39:38 main:574] : INFO : Epoch 2033 | loss: 0.0311378 | val_loss: 0.0311725 | Time: 1728.71 ms
[2021-05-12 03:39:40 main:574] : INFO : Epoch 2034 | loss: 0.0311406 | val_loss: 0.03117 | Time: 1698.3 ms
[2021-05-12 03:39:42 main:574] : INFO : Epoch 2035 | loss: 0.0311407 | val_loss: 0.031174 | Time: 1690.91 ms
[2021-05-12 03:39:44 main:574] : INFO : Epoch 2036 | loss: 0.0311411 | val_loss: 0.0311759 | Time: 1660.76 ms
[2021-05-12 03:39:45 main:574] : INFO : Epoch 2037 | loss: 0.0311384 | val_loss: 0.0311744 | Time: 1682.52 ms
[2021-05-12 03:39:47 main:574] : INFO : Epoch 2038 | loss: 0.0311382 | val_loss: 0.0311707 | Time: 1693.28 ms
[2021-05-12 03:39:49 main:574] : INFO : Epoch 2039 | loss: 0.0311381 | val_loss: 0.03117 | Time: 1700.93 ms
[2021-05-12 03:39:51 main:574] : INFO : Epoch 2040 | loss: 0.0311403 | val_loss: 0.0311707 | Time: 1693.31 ms
[2021-05-12 03:39:52 main:574] : INFO : Epoch 2041 | loss: 0.0311353 | val_loss: 0.0311702 | Time: 1702.55 ms
[2021-05-12 03:39:54 main:574] : INFO : Epoch 2042 | loss: 0.031137 | val_loss: 0.0311706 | Time: 1651.84 ms
[2021-05-12 03:39:56 main:574] : INFO : Epoch 2043 | loss: 0.0311377 | val_loss: 0.0311717 | Time: 1714.14 ms
[2021-05-12 03:39:58 main:574] : INFO : Epoch 2044 | loss: 0.0311352 | val_loss: 0.0311751 | Time: 1704.04 ms
[2021-05-12 03:39:59 main:574] : INFO : Epoch 2045 | loss: 0.0311358 | val_loss: 0.031171 | Time: 1712.64 ms
[2021-05-12 03:40:01 main:574] : INFO : Epoch 2046 | loss: 0.0311377 | val_loss: 0.0311822 | Time: 1693.78 ms
[2021-05-12 03:40:03 main:574] : INFO : Epoch 2047 | loss: 0.0311416 | val_loss: 0.0311802 | Time: 1679.9 ms
[2021-05-12 03:40:05 main:574] : INFO : Epoch 2048 | loss: 0.03114 | val_loss: 0.0311728 | Time: 1683.07 ms
[2021-05-12 03:40:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728
[2021-05-12 03:40:05 main:603] : INFO : Saving end state to config to file
[2021-05-12 03:40:05 main:608] : INFO : Success, exiting..
03:40:05 (5248): 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)