Task 14210006
| Name | ParityModified-1647045358-3197-2-0_0 |
| Workunit | 11269792 |
| Created | 1 Apr 2022, 20:25:21 UTC |
| Sent | 7 Apr 2022, 0:23:08 UTC |
| Report deadline | 15 Apr 2022, 0:23:08 UTC |
| Received | 7 Apr 2022, 19:57:20 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 23 sec |
| CPU time | 59 min 55 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311379 | val_loss: 0.031165 | Time: 1745.58 ms
[2022-04-07 14:43:43 main:574] : INFO : Epoch 1543 | loss: 0.0311364 | val_loss: 0.0311649 | Time: 1728.48 ms
[2022-04-07 14:43:44 main:574] : INFO : Epoch 1544 | loss: 0.031143 | val_loss: 0.031165 | Time: 1792.51 ms
[2022-04-07 14:43:46 main:574] : INFO : Epoch 1545 | loss: 0.0311377 | val_loss: 0.0311702 | Time: 1816.44 ms
[2022-04-07 14:43:48 main:574] : INFO : Epoch 1546 | loss: 0.0311375 | val_loss: 0.0311713 | Time: 1954.98 ms
[2022-04-07 14:43:50 main:574] : INFO : Epoch 1547 | loss: 0.0311381 | val_loss: 0.0311731 | Time: 2159 ms
[2022-04-07 14:43:52 main:574] : INFO : Epoch 1548 | loss: 0.031135 | val_loss: 0.0311734 | Time: 1795.77 ms
[2022-04-07 14:43:54 main:574] : INFO : Epoch 1549 | loss: 0.0311389 | val_loss: 0.0311685 | Time: 1747.99 ms
[2022-04-07 14:43:56 main:574] : INFO : Epoch 1550 | loss: 0.0311336 | val_loss: 0.0311696 | Time: 1751.52 ms
[2022-04-07 14:43:57 main:574] : INFO : Epoch 1551 | loss: 0.0311376 | val_loss: 0.031174 | Time: 1790.62 ms
[2022-04-07 14:43:59 main:574] : INFO : Epoch 1552 | loss: 0.0311419 | val_loss: 0.0311689 | Time: 1941.55 ms
[2022-04-07 14:44:01 main:574] : INFO : Epoch 1553 | loss: 0.0311383 | val_loss: 0.0311725 | Time: 1757.42 ms
[2022-04-07 14:44:03 main:574] : INFO : Epoch 1554 | loss: 0.0311386 | val_loss: 0.0311651 | Time: 1745.09 ms
[2022-04-07 14:44:05 main:574] : INFO : Epoch 1555 | loss: 0.0311348 | val_loss: 0.0311717 | Time: 1734.35 ms
[2022-04-07 14:44:06 main:574] : INFO : Epoch 1556 | loss: 0.0311323 | val_loss: 0.0311719 | Time: 1804.09 ms
[2022-04-07 14:44:08 main:574] : INFO : Epoch 1557 | loss: 0.0311322 | val_loss: 0.0311676 | Time: 1758 ms
[2022-04-07 14:44:10 main:574] : INFO : Epoch 1558 | loss: 0.0311315 | val_loss: 0.0311648 | Time: 1708.57 ms
[2022-04-07 14:44:12 main:574] : INFO : Epoch 1559 | loss: 0.0311314 | val_loss: 0.0311665 | Time: 1729.01 ms
[2022-04-07 14:44:13 main:574] : INFO : Epoch 1560 | loss: 0.0311342 | val_loss: 0.0311675 | Time: 1711.71 ms
[2022-04-07 14:44:15 main:574] : INFO : Epoch 1561 | loss: 0.0311356 | val_loss: 0.0311689 | Time: 1731.06 ms
[2022-04-07 14:44:17 main:574] : INFO : Epoch 1562 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 1729.55 ms
[2022-04-07 14:44:19 main:574] : INFO : Epoch 1563 | loss: 0.0311359 | val_loss: 0.0311676 | Time: 1708.15 ms
[2022-04-07 14:44:20 main:574] : INFO : Epoch 1564 | loss: 0.0311371 | val_loss: 0.0311664 | Time: 1738.59 ms
[2022-04-07 14:44:22 main:574] : INFO : Epoch 1565 | loss: 0.0311346 | val_loss: 0.0311782 | Time: 1747.26 ms
[2022-04-07 14:44:24 main:574] : INFO : Epoch 1566 | loss: 0.0311367 | val_loss: 0.0311662 | Time: 1771.46 ms
[2022-04-07 14:44:26 main:574] : INFO : Epoch 1567 | loss: 0.0311326 | val_loss: 0.0311697 | Time: 1751.35 ms
[2022-04-07 14:44:27 main:574] : INFO : Epoch 1568 | loss: 0.0311305 | val_loss: 0.0311723 | Time: 1800.47 ms
[2022-04-07 14:44:29 main:574] : INFO : Epoch 1569 | loss: 0.0311303 | val_loss: 0.0311689 | Time: 1728.74 ms
[2022-04-07 14:44:31 main:574] : INFO : Epoch 1570 | loss: 0.0311289 | val_loss: 0.0311663 | Time: 1709.31 ms
[2022-04-07 14:44:33 main:574] : INFO : Epoch 1571 | loss: 0.0311291 | val_loss: 0.0311708 | Time: 1769.83 ms
[2022-04-07 14:44:34 main:574] : INFO : Epoch 1572 | loss: 0.0311301 | val_loss: 0.03117 | Time: 1741.54 ms
[2022-04-07 14:44:36 main:574] : INFO : Epoch 1573 | loss: 0.0311285 | val_loss: 0.0311708 | Time: 1726.96 ms
[2022-04-07 14:44:38 main:574] : INFO : Epoch 1574 | loss: 0.0311278 | val_loss: 0.0311727 | Time: 1786.3 ms
[2022-04-07 14:44:40 main:574] : INFO : Epoch 1575 | loss: 0.031129 | val_loss: 0.0311734 | Time: 1803.5 ms
[2022-04-07 14:44:42 main:574] : INFO : Epoch 1576 | loss: 0.0311311 | val_loss: 0.0311696 | Time: 1784.21 ms
[2022-04-07 14:44:43 main:574] : INFO : Epoch 1577 | loss: 0.0311327 | val_loss: 0.0311741 | Time: 1732.38 ms
[2022-04-07 14:44:45 main:574] : INFO : Epoch 1578 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 1755.29 ms
[2022-04-07 14:44:47 main:574] : INFO : Epoch 1579 | loss: 0.0311444 | val_loss: 0.0311725 | Time: 1723.33 ms
[2022-04-07 14:44:49 main:574] : INFO : Epoch 1580 | loss: 0.0311374 | val_loss: 0.0311695 | Time: 1730.41 ms
[2022-04-07 14:44:50 main:574] : INFO : Epoch 1581 | loss: 0.0311323 | val_loss: 0.0311686 | Time: 1725.37 ms
[2022-04-07 14:44:52 main:574] : INFO : Epoch 1582 | loss: 0.0311321 | val_loss: 0.0311792 | Time: 1693.76 ms
[2022-04-07 14:44:54 main:574] : INFO : Epoch 1583 | loss: 0.0311369 | val_loss: 0.0311772 | Time: 1726.89 ms
[2022-04-07 14:44:55 main:574] : INFO : Epoch 1584 | loss: 0.0311351 | val_loss: 0.0311698 | Time: 1706.74 ms
[2022-04-07 14:44:57 main:574] : INFO : Epoch 1585 | loss: 0.0311309 | val_loss: 0.0311709 | Time: 1713.57 ms
[2022-04-07 14:44:59 main:574] : INFO : Epoch 1586 | loss: 0.0311321 | val_loss: 0.0311653 | Time: 1708.09 ms
[2022-04-07 14:45:01 main:574] : INFO : Epoch 1587 | loss: 0.0311376 | val_loss: 0.0311704 | Time: 1743.51 ms
[2022-04-07 14:45:02 main:574] : INFO : Epoch 1588 | loss: 0.031131 | val_loss: 0.0311695 | Time: 1731.52 ms
[2022-04-07 14:45:04 main:574] : INFO : Epoch 1589 | loss: 0.0311282 | val_loss: 0.0311667 | Time: 1742.55 ms
[2022-04-07 14:45:06 main:574] : INFO : Epoch 1590 | loss: 0.0311268 | val_loss: 0.0311678 | Time: 1753.34 ms
[2022-04-07 14:45:08 main:574] : INFO : Epoch 1591 | loss: 0.031126 | val_loss: 0.0311704 | Time: 1748.36 ms
[2022-04-07 14:45:09 main:574] : INFO : Epoch 1592 | loss: 0.0311248 | val_loss: 0.0311693 | Time: 1754.39 ms
[2022-04-07 14:45:11 main:574] : INFO : Epoch 1593 | loss: 0.0311265 | val_loss: 0.0311683 | Time: 1730.37 ms
[2022-04-07 14:45:13 main:574] : INFO : Epoch 1594 | loss: 0.0311262 | val_loss: 0.0311674 | Time: 1787.36 ms
[2022-04-07 14:45:15 main:574] : INFO : Epoch 1595 | loss: 0.0311285 | val_loss: 0.031172 | Time: 1816.04 ms
[2022-04-07 14:45:17 main:574] : INFO : Epoch 1596 | loss: 0.0311311 | val_loss: 0.0311694 | Time: 1754.28 ms
[2022-04-07 14:45:18 main:574] : INFO : Epoch 1597 | loss: 0.0311303 | val_loss: 0.0311712 | Time: 1808.99 ms
[2022-04-07 14:45:20 main:574] : INFO : Epoch 1598 | loss: 0.0311324 | val_loss: 0.0311741 | Time: 1806 ms
[2022-04-07 14:45:22 main:574] : INFO : Epoch 1599 | loss: 0.0311292 | val_loss: 0.0311686 | Time: 1817.44 ms
[2022-04-07 14:45:24 main:574] : INFO : Epoch 1600 | loss: 0.0311303 | val_loss: 0.0311697 | Time: 1701.35 ms
[2022-04-07 14:45:26 main:574] : INFO : Epoch 1601 | loss: 0.0311294 | val_loss: 0.0311699 | Time: 2135.41 ms
[2022-04-07 14:45:28 main:574] : INFO : Epoch 1602 | loss: 0.0311281 | val_loss: 0.0311731 | Time: 1989.45 ms
[2022-04-07 14:45:30 main:574] : INFO : Epoch 1603 | loss: 0.0311283 | val_loss: 0.0311677 | Time: 1754.33 ms
[2022-04-07 14:45:31 main:574] : INFO : Epoch 1604 | loss: 0.0311276 | val_loss: 0.0311698 | Time: 1740.18 ms
[2022-04-07 14:45:33 main:574] : INFO : Epoch 1605 | loss: 0.0311262 | val_loss: 0.0311678 | Time: 1784.39 ms
[2022-04-07 14:45:35 main:574] : INFO : Epoch 1606 | loss: 0.0311291 | val_loss: 0.0311716 | Time: 1908.17 ms
[2022-04-07 14:45:37 main:574] : INFO : Epoch 1607 | loss: 0.0311273 | val_loss: 0.0311755 | Time: 1811.28 ms
[2022-04-07 14:45:39 main:574] : INFO : Epoch 1608 | loss: 0.0311283 | val_loss: 0.031172 | Time: 1773.72 ms
[2022-04-07 14:45:41 main:574] : INFO : Epoch 1609 | loss: 0.0311245 | val_loss: 0.0311691 | Time: 1781.48 ms
[2022-04-07 14:45:43 main:574] : INFO : Epoch 1610 | loss: 0.0311248 | val_loss: 0.0311689 | Time: 2046.8 ms
[2022-04-07 14:45:44 main:574] : INFO : Epoch 1611 | loss: 0.0311277 | val_loss: 0.0311694 | Time: 1746.77 ms
[2022-04-07 14:45:47 main:574] : INFO : Epoch 1612 | loss: 0.0311271 | val_loss: 0.0311684 | Time: 2515.72 ms
[2022-04-07 14:45:49 main:574] : INFO : Epoch 1613 | loss: 0.0311254 | val_loss: 0.0311681 | Time: 2017.31 ms
[2022-04-07 14:45:51 main:574] : INFO : Epoch 1614 | loss: 0.0311291 | val_loss: 0.0311648 | Time: 1860.3 ms
[2022-04-07 14:45:53 main:574] : INFO : Epoch 1615 | loss: 0.0311286 | val_loss: 0.0311647 | Time: 1801.87 ms
[2022-04-07 14:45:54 main:574] : INFO : Epoch 1616 | loss: 0.0311265 | val_loss: 0.0311668 | Time: 1811.4 ms
[2022-04-07 14:45:56 main:574] : INFO : Epoch 1617 | loss: 0.0311301 | val_loss: 0.031169 | Time: 1824.08 ms
[2022-04-07 14:45:58 main:574] : INFO : Epoch 1618 | loss: 0.0311369 | val_loss: 0.0311694 | Time: 1795.69 ms
[2022-04-07 14:46:00 main:574] : INFO : Epoch 1619 | loss: 0.0311398 | val_loss: 0.0311691 | Time: 1728.23 ms
[2022-04-07 14:46:02 main:574] : INFO : Epoch 1620 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 1758.15 ms
[2022-04-07 14:46:03 main:574] : INFO : Epoch 1621 | loss: 0.0311383 | val_loss: 0.0311689 | Time: 1798.17 ms
[2022-04-07 14:46:05 main:574] : INFO : Epoch 1622 | loss: 0.0311359 | val_loss: 0.0311675 | Time: 1729.37 ms
[2022-04-07 14:46:07 main:574] : INFO : Epoch 1623 | loss: 0.0311336 | val_loss: 0.0311673 | Time: 1763.63 ms
[2022-04-07 14:46:09 main:574] : INFO : Epoch 1624 | loss: 0.0311341 | val_loss: 0.0311679 | Time: 1734.64 ms
[2022-04-07 14:46:10 main:574] : INFO : Epoch 1625 | loss: 0.0311318 | val_loss: 0.0311701 | Time: 1705.79 ms
[2022-04-07 14:46:12 main:574] : INFO : Epoch 1626 | loss: 0.031132 | val_loss: 0.0311674 | Time: 1763.74 ms
[2022-04-07 14:46:14 main:574] : INFO : Epoch 1627 | loss: 0.0311335 | val_loss: 0.0311663 | Time: 1702.83 ms
[2022-04-07 14:46:16 main:574] : INFO : Epoch 1628 | loss: 0.0311308 | val_loss: 0.0311655 | Time: 1755.73 ms
[2022-04-07 14:46:17 main:574] : INFO : Epoch 1629 | loss: 0.0311354 | val_loss: 0.0311663 | Time: 1746.36 ms
[2022-04-07 14:46:19 main:574] : INFO : Epoch 1630 | loss: 0.0311338 | val_loss: 0.0311657 | Time: 1759.5 ms
[2022-04-07 14:46:21 main:574] : INFO : Epoch 1631 | loss: 0.0311326 | val_loss: 0.0311644 | Time: 1740.18 ms
[2022-04-07 14:46:23 main:574] : INFO : Epoch 1632 | loss: 0.0311322 | val_loss: 0.0311628 | Time: 1727.78 ms
[2022-04-07 14:46:24 main:574] : INFO : Epoch 1633 | loss: 0.0311302 | val_loss: 0.0311647 | Time: 1736.29 ms
[2022-04-07 14:46:26 main:574] : INFO : Epoch 1634 | loss: 0.031128 | val_loss: 0.03117 | Time: 1722.25 ms
[2022-04-07 14:46:28 main:574] : INFO : Epoch 1635 | loss: 0.0311284 | val_loss: 0.0311858 | Time: 1710.91 ms
[2022-04-07 14:46:30 main:574] : INFO : Epoch 1636 | loss: 0.0311295 | val_loss: 0.0311714 | Time: 1764.27 ms
[2022-04-07 14:46:31 main:574] : INFO : Epoch 1637 | loss: 0.0311312 | val_loss: 0.0311702 | Time: 1726.19 ms
[2022-04-07 14:46:33 main:574] : INFO : Epoch 1638 | loss: 0.0311324 | val_loss: 0.0311694 | Time: 1705.18 ms
[2022-04-07 14:46:35 main:574] : INFO : Epoch 1639 | loss: 0.0311279 | val_loss: 0.0311691 | Time: 1683.29 ms
[2022-04-07 14:46:36 main:574] : INFO : Epoch 1640 | loss: 0.0311688 | val_loss: 0.0313207 | Time: 1729.69 ms
[2022-04-07 14:46:38 main:574] : INFO : Epoch 1641 | loss: 0.0323153 | val_loss: 0.0323233 | Time: 1712.55 ms
[2022-04-07 14:46:40 main:574] : INFO : Epoch 1642 | loss: 0.0323698 | val_loss: 0.0314833 | Time: 1766.51 ms
[2022-04-07 14:46:42 main:574] : INFO : Epoch 1643 | loss: 0.0313479 | val_loss: 0.0312787 | Time: 1736.78 ms
[2022-04-07 14:46:43 main:574] : INFO : Epoch 1644 | loss: 0.0312167 | val_loss: 0.0311844 | Time: 1711.8 ms
[2022-04-07 14:46:45 main:574] : INFO : Epoch 1645 | loss: 0.0311706 | val_loss: 0.0311727 | Time: 1749.9 ms
[2022-04-07 14:46:47 main:574] : INFO : Epoch 1646 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 1737.67 ms
[2022-04-07 14:46:49 main:574] : INFO : Epoch 1647 | loss: 0.031156 | val_loss: 0.0311674 | Time: 1691.21 ms
[2022-04-07 14:46:50 main:574] : INFO : Epoch 1648 | loss: 0.0311523 | val_loss: 0.0311693 | Time: 1690.91 ms
[2022-04-07 14:46:52 main:574] : INFO : Epoch 1649 | loss: 0.0311515 | val_loss: 0.0311665 | Time: 1711.95 ms
[2022-04-07 14:46:54 main:574] : INFO : Epoch 1650 | loss: 0.0311495 | val_loss: 0.0311644 | Time: 1702.48 ms
[2022-04-07 14:46:55 main:574] : INFO : Epoch 1651 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 1731.95 ms
[2022-04-07 14:46:57 main:574] : INFO : Epoch 1652 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 1724.99 ms
[2022-04-07 14:46:59 main:574] : INFO : Epoch 1653 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1728.95 ms
[2022-04-07 14:47:01 main:574] : INFO : Epoch 1654 | loss: 0.0311546 | val_loss: 0.031172 | Time: 1832.59 ms
[2022-04-07 14:47:03 main:574] : INFO : Epoch 1655 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 1724.78 ms
[2022-04-07 14:47:04 main:574] : INFO : Epoch 1656 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 1741.15 ms
[2022-04-07 14:47:06 main:574] : INFO : Epoch 1657 | loss: 0.0311482 | val_loss: 0.0311732 | Time: 1707.99 ms
[2022-04-07 14:47:08 main:574] : INFO : Epoch 1658 | loss: 0.031149 | val_loss: 0.0311712 | Time: 1706.69 ms
[2022-04-07 14:47:09 main:574] : INFO : Epoch 1659 | loss: 0.0311494 | val_loss: 0.0311713 | Time: 1741.08 ms
[2022-04-07 14:47:12 main:574] : INFO : Epoch 1660 | loss: 0.0311476 | val_loss: 0.0311667 | Time: 2059.89 ms
[2022-04-07 14:47:13 main:574] : INFO : Epoch 1661 | loss: 0.0311443 | val_loss: 0.031166 | Time: 1748.51 ms
[2022-04-07 14:47:15 main:574] : INFO : Epoch 1662 | loss: 0.0311429 | val_loss: 0.0311711 | Time: 1737.38 ms
[2022-04-07 14:47:17 main:574] : INFO : Epoch 1663 | loss: 0.0311429 | val_loss: 0.0311697 | Time: 1722.72 ms
[2022-04-07 14:47:19 main:574] : INFO : Epoch 1664 | loss: 0.0311442 | val_loss: 0.0311678 | Time: 1765.59 ms
[2022-04-07 14:47:20 main:574] : INFO : Epoch 1665 | loss: 0.0311428 | val_loss: 0.031171 | Time: 1733.78 ms
[2022-04-07 14:47:22 main:574] : INFO : Epoch 1666 | loss: 0.031143 | val_loss: 0.0311782 | Time: 1721.6 ms
[2022-04-07 14:47:24 main:574] : INFO : Epoch 1667 | loss: 0.0311426 | val_loss: 0.0311702 | Time: 1728.83 ms
[2022-04-07 14:47:25 main:574] : INFO : Epoch 1668 | loss: 0.0311414 | val_loss: 0.0311695 | Time: 1740.97 ms
[2022-04-07 14:47:27 main:574] : INFO : Epoch 1669 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1727.72 ms
[2022-04-07 14:47:29 main:574] : INFO : Epoch 1670 | loss: 0.0311536 | val_loss: 0.0311721 | Time: 1714.52 ms
[2022-04-07 14:47:31 main:574] : INFO : Epoch 1671 | loss: 0.0311509 | val_loss: 0.031176 | Time: 1722 ms
[2022-04-07 14:47:32 main:574] : INFO : Epoch 1672 | loss: 0.0311498 | val_loss: 0.031173 | Time: 1714.77 ms
[2022-04-07 14:47:34 main:574] : INFO : Epoch 1673 | loss: 0.0311484 | val_loss: 0.0311693 | Time: 1754.61 ms
[2022-04-07 14:47:36 main:574] : INFO : Epoch 1674 | loss: 0.0311478 | val_loss: 0.0311682 | Time: 1722.11 ms
[2022-04-07 14:47:38 main:574] : INFO : Epoch 1675 | loss: 0.031146 | val_loss: 0.0311642 | Time: 1798.69 ms
[2022-04-07 14:47:39 main:574] : INFO : Epoch 1676 | loss: 0.0311457 | val_loss: 0.0311697 | Time: 1761.77 ms
[2022-04-07 14:47:41 main:574] : INFO : Epoch 1677 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 1776.23 ms
[2022-04-07 14:47:43 main:574] : INFO : Epoch 1678 | loss: 0.0311418 | val_loss: 0.0311663 | Time: 1897.47 ms
[2022-04-07 14:47:45 main:574] : INFO : Epoch 1679 | loss: 0.0311421 | val_loss: 0.0311644 | Time: 2219.25 ms
[2022-04-07 14:47:47 main:574] : INFO : Epoch 1680 | loss: 0.0311415 | val_loss: 0.0311674 | Time: 1784.27 ms
[2022-04-07 14:47:49 main:574] : INFO : Epoch 1681 | loss: 0.0311409 | val_loss: 0.0311651 | Time: 1738.68 ms
[2022-04-07 14:47:51 main:574] : INFO : Epoch 1682 | loss: 0.0311408 | val_loss: 0.0311704 | Time: 1733.4 ms
[2022-04-07 14:47:52 main:574] : INFO : Epoch 1683 | loss: 0.0311396 | val_loss: 0.031167 | Time: 1780.56 ms
[2022-04-07 14:47:54 main:574] : INFO : Epoch 1684 | loss: 0.0311402 | val_loss: 0.0311663 | Time: 1743.74 ms
[2022-04-07 14:47:56 main:574] : INFO : Epoch 1685 | loss: 0.0311383 | val_loss: 0.0311675 | Time: 1728.46 ms
[2022-04-07 14:47:58 main:574] : INFO : Epoch 1686 | loss: 0.0311384 | val_loss: 0.0311724 | Time: 1748.72 ms
[2022-04-07 14:47:59 main:574] : INFO : Epoch 1687 | loss: 0.0311376 | val_loss: 0.0311696 | Time: 1714.35 ms
[2022-04-07 14:48:01 main:574] : INFO : Epoch 1688 | loss: 0.0311383 | val_loss: 0.0311705 | Time: 1782.46 ms
[2022-04-07 14:48:03 main:574] : INFO : Epoch 1689 | loss: 0.0311374 | val_loss: 0.0311709 | Time: 1758.77 ms
[2022-04-07 14:48:05 main:574] : INFO : Epoch 1690 | loss: 0.0311375 | val_loss: 0.0311711 | Time: 2056.61 ms
[2022-04-07 14:48:07 main:574] : INFO : Epoch 1691 | loss: 0.0311356 | val_loss: 0.0311742 | Time: 1752.52 ms
[2022-04-07 14:48:09 main:574] : INFO : Epoch 1692 | loss: 0.0311369 | val_loss: 0.0311707 | Time: 1733.11 ms
[2022-04-07 14:48:10 main:574] : INFO : Epoch 1693 | loss: 0.0311353 | val_loss: 0.0311699 | Time: 1719.11 ms
[2022-04-07 14:48:12 main:574] : INFO : Epoch 1694 | loss: 0.0311364 | val_loss: 0.0311728 | Time: 1738.5 ms
[2022-04-07 14:48:14 main:574] : INFO : Epoch 1695 | loss: 0.0311356 | val_loss: 0.0311709 | Time: 1759.18 ms
[2022-04-07 14:48:16 main:574] : INFO : Epoch 1696 | loss: 0.0311343 | val_loss: 0.0311718 | Time: 1711.39 ms
[2022-04-07 14:48:17 main:574] : INFO : Epoch 1697 | loss: 0.0311337 | val_loss: 0.0311721 | Time: 1740.64 ms
[2022-04-07 14:48:19 main:574] : INFO : Epoch 1698 | loss: 0.0311351 | val_loss: 0.0311704 | Time: 1736.94 ms
[2022-04-07 14:48:21 main:574] : INFO : Epoch 1699 | loss: 0.0311391 | val_loss: 0.0311678 | Time: 1719.22 ms
[2022-04-07 14:48:23 main:574] : INFO : Epoch 1700 | loss: 0.0311362 | val_loss: 0.03117 | Time: 1768.1 ms
[2022-04-07 14:48:24 main:574] : INFO : Epoch 1701 | loss: 0.0311378 | val_loss: 0.0311684 | Time: 1746.56 ms
[2022-04-07 14:48:26 main:574] : INFO : Epoch 1702 | loss: 0.0311397 | val_loss: 0.0311811 | Time: 1746.35 ms
[2022-04-07 14:48:28 main:574] : INFO : Epoch 1703 | loss: 0.0311415 | val_loss: 0.0311716 | Time: 1724.46 ms
[2022-04-07 14:48:30 main:574] : INFO : Epoch 1704 | loss: 0.0311364 | val_loss: 0.0311705 | Time: 1731.9 ms
[2022-04-07 14:48:31 main:574] : INFO : Epoch 1705 | loss: 0.0311387 | val_loss: 0.0311708 | Time: 1742.63 ms
[2022-04-07 14:48:33 main:574] : INFO : Epoch 1706 | loss: 0.0311361 | val_loss: 0.0311695 | Time: 1723.93 ms
[2022-04-07 14:48:35 main:574] : INFO : Epoch 1707 | loss: 0.0311367 | val_loss: 0.0311733 | Time: 1726.51 ms
[2022-04-07 14:48:36 main:574] : INFO : Epoch 1708 | loss: 0.031138 | val_loss: 0.0311718 | Time: 1727.27 ms
[2022-04-07 14:48:38 main:574] : INFO : Epoch 1709 | loss: 0.0311382 | val_loss: 0.0311683 | Time: 1739.06 ms
[2022-04-07 14:48:40 main:574] : INFO : Epoch 1710 | loss: 0.0311386 | val_loss: 0.031169 | Time: 1726.48 ms
[2022-04-07 14:48:42 main:574] : INFO : Epoch 1711 | loss: 0.0311466 | val_loss: 0.0311673 | Time: 1706.78 ms
[2022-04-07 14:48:43 main:574] : INFO : Epoch 1712 | loss: 0.031145 | val_loss: 0.0311712 | Time: 1750.08 ms
[2022-04-07 14:48:45 main:574] : INFO : Epoch 1713 | loss: 0.0311422 | val_loss: 0.0311669 | Time: 1736.97 ms
[2022-04-07 14:48:47 main:574] : INFO : Epoch 1714 | loss: 0.0311419 | val_loss: 0.0311697 | Time: 1717.78 ms
[2022-04-07 14:48:49 main:574] : INFO : Epoch 1715 | loss: 0.0311415 | val_loss: 0.0311729 | Time: 1730.76 ms
[2022-04-07 14:48:50 main:574] : INFO : Epoch 1716 | loss: 0.0311437 | val_loss: 0.0311721 | Time: 1687.15 ms
[2022-04-07 14:48:52 main:574] : INFO : Epoch 1717 | loss: 0.0311432 | val_loss: 0.0311721 | Time: 1726.45 ms
[2022-04-07 14:48:54 main:574] : INFO : Epoch 1718 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 1737.64 ms
[2022-04-07 14:48:56 main:574] : INFO : Epoch 1719 | loss: 0.0311398 | val_loss: 0.0311717 | Time: 1723.23 ms
[2022-04-07 14:48:57 main:574] : INFO : Epoch 1720 | loss: 0.0311419 | val_loss: 0.0311736 | Time: 1741.35 ms
[2022-04-07 14:48:59 main:574] : INFO : Epoch 1721 | loss: 0.0311512 | val_loss: 0.0311737 | Time: 1718.66 ms
[2022-04-07 14:49:01 main:574] : INFO : Epoch 1722 | loss: 0.031148 | val_loss: 0.0311753 | Time: 1743.66 ms
[2022-04-07 14:49:03 main:574] : INFO : Epoch 1723 | loss: 0.0311447 | val_loss: 0.0311688 | Time: 1731.3 ms
[2022-04-07 14:49:04 main:574] : INFO : Epoch 1724 | loss: 0.0311419 | val_loss: 0.031169 | Time: 1735.91 ms
[2022-04-07 14:49:06 main:574] : INFO : Epoch 1725 | loss: 0.0311405 | val_loss: 0.0311689 | Time: 1734.45 ms
[2022-04-07 14:49:08 main:574] : INFO : Epoch 1726 | loss: 0.0311398 | val_loss: 0.0311694 | Time: 1725.84 ms
[2022-04-07 14:49:09 main:574] : INFO : Epoch 1727 | loss: 0.0311405 | val_loss: 0.0311706 | Time: 1696.41 ms
[2022-04-07 14:49:11 main:574] : INFO : Epoch 1728 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 1748.28 ms
[2022-04-07 14:49:13 main:574] : INFO : Epoch 1729 | loss: 0.0311385 | val_loss: 0.0311734 | Time: 1713.11 ms
[2022-04-07 14:49:15 main:574] : INFO : Epoch 1730 | loss: 0.0311378 | val_loss: 0.0311702 | Time: 1753.15 ms
[2022-04-07 14:49:16 main:574] : INFO : Epoch 1731 | loss: 0.0311379 | val_loss: 0.0311716 | Time: 1736.27 ms
[2022-04-07 14:49:18 main:574] : INFO : Epoch 1732 | loss: 0.0311387 | val_loss: 0.0311718 | Time: 1736.4 ms
[2022-04-07 14:49:20 main:574] : INFO : Epoch 1733 | loss: 0.0311361 | val_loss: 0.0311712 | Time: 1725.87 ms
[2022-04-07 14:49:22 main:574] : INFO : Epoch 1734 | loss: 0.0311354 | val_loss: 0.0311712 | Time: 1734.88 ms
[2022-04-07 14:49:23 main:574] : INFO : Epoch 1735 | loss: 0.0311369 | val_loss: 0.0311693 | Time: 1699.16 ms
[2022-04-07 14:49:25 main:574] : INFO : Epoch 1736 | loss: 0.0311366 | val_loss: 0.0311784 | Time: 1716.15 ms
[2022-04-07 14:49:27 main:574] : INFO : Epoch 1737 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 1760.12 ms
[2022-04-07 14:49:29 main:574] : INFO : Epoch 1738 | loss: 0.0311521 | val_loss: 0.0311674 | Time: 1684.53 ms
[2022-04-07 14:49:30 main:574] : INFO : Epoch 1739 | loss: 0.0311501 | val_loss: 0.0311741 | Time: 1724.08 ms
[2022-04-07 14:49:32 main:574] : INFO : Epoch 1740 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 1712.6 ms
[2022-04-07 14:49:34 main:574] : INFO : Epoch 1741 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 1734.52 ms
[2022-04-07 14:49:35 main:574] : INFO : Epoch 1742 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 1727.98 ms
[2022-04-07 14:49:37 main:574] : INFO : Epoch 1743 | loss: 0.0311424 | val_loss: 0.0311704 | Time: 1705.97 ms
[2022-04-07 14:49:39 main:574] : INFO : Epoch 1744 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 1704.96 ms
[2022-04-07 14:49:41 main:574] : INFO : Epoch 1745 | loss: 0.0311408 | val_loss: 0.0311665 | Time: 1720.19 ms
[2022-04-07 14:49:42 main:574] : INFO : Epoch 1746 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 1752.02 ms
[2022-04-07 14:49:44 main:574] : INFO : Epoch 1747 | loss: 0.0311432 | val_loss: 0.0311708 | Time: 1719.67 ms
[2022-04-07 14:49:46 main:574] : INFO : Epoch 1748 | loss: 0.0311444 | val_loss: 0.0311749 | Time: 1770.58 ms
[2022-04-07 14:49:48 main:574] : INFO : Epoch 1749 | loss: 0.0311429 | val_loss: 0.0311689 | Time: 1723.91 ms
[2022-04-07 14:49:49 main:574] : INFO : Epoch 1750 | loss: 0.0311403 | val_loss: 0.0311674 | Time: 1716.29 ms
[2022-04-07 14:49:51 main:574] : INFO : Epoch 1751 | loss: 0.0311404 | val_loss: 0.0311685 | Time: 1742.38 ms
[2022-04-07 14:49:53 main:574] : INFO : Epoch 1752 | loss: 0.0311404 | val_loss: 0.0311696 | Time: 1705.87 ms
[2022-04-07 14:49:55 main:574] : INFO : Epoch 1753 | loss: 0.0311383 | val_loss: 0.031167 | Time: 1737.85 ms
[2022-04-07 14:49:56 main:574] : INFO : Epoch 1754 | loss: 0.0311372 | val_loss: 0.0311686 | Time: 1722.07 ms
[2022-04-07 14:49:58 main:574] : INFO : Epoch 1755 | loss: 0.0311384 | val_loss: 0.0311684 | Time: 1737.43 ms
[2022-04-07 14:50:00 main:574] : INFO : Epoch 1756 | loss: 0.0311353 | val_loss: 0.031171 | Time: 1742.11 ms
[2022-04-07 14:50:02 main:574] : INFO : Epoch 1757 | loss: 0.0311352 | val_loss: 0.0311712 | Time: 1722.07 ms
[2022-04-07 14:50:03 main:574] : INFO : Epoch 1758 | loss: 0.0311372 | val_loss: 0.0311736 | Time: 1692.68 ms
[2022-04-07 14:50:05 main:574] : INFO : Epoch 1759 | loss: 0.0311342 | val_loss: 0.0311734 | Time: 1737.99 ms
[2022-04-07 14:50:07 main:574] : INFO : Epoch 1760 | loss: 0.031134 | val_loss: 0.0311722 | Time: 1687.33 ms
[2022-04-07 14:50:08 main:574] : INFO : Epoch 1761 | loss: 0.0311333 | val_loss: 0.0311704 | Time: 1752.96 ms
[2022-04-07 14:50:10 main:574] : INFO : Epoch 1762 | loss: 0.0311325 | val_loss: 0.0311731 | Time: 1725.15 ms
[2022-04-07 14:50:12 main:574] : INFO : Epoch 1763 | loss: 0.031136 | val_loss: 0.0311703 | Time: 1737.14 ms
[2022-04-07 14:50:14 main:574] : INFO : Epoch 1764 | loss: 0.0311373 | val_loss: 0.031173 | Time: 1727.17 ms
[2022-04-07 14:50:15 main:574] : INFO : Epoch 1765 | loss: 0.0311389 | val_loss: 0.0311688 | Time: 1732.46 ms
[2022-04-07 14:50:17 main:574] : INFO : Epoch 1766 | loss: 0.0311397 | val_loss: 0.0311676 | Time: 1745.15 ms
[2022-04-07 14:50:19 main:574] : INFO : Epoch 1767 | loss: 0.0311392 | val_loss: 0.0311671 | Time: 1756.04 ms
[2022-04-07 14:50:21 main:574] : INFO : Epoch 1768 | loss: 0.0311373 | val_loss: 0.0311671 | Time: 1738.75 ms
[2022-04-07 14:50:22 main:574] : INFO : Epoch 1769 | loss: 0.0311364 | val_loss: 0.0311664 | Time: 1706.53 ms
[2022-04-07 14:50:24 main:574] : INFO : Epoch 1770 | loss: 0.0311348 | val_loss: 0.0311677 | Time: 1731.83 ms
[2022-04-07 14:50:26 main:574] : INFO : Epoch 1771 | loss: 0.031135 | val_loss: 0.0311712 | Time: 1716.9 ms
[2022-04-07 14:50:28 main:574] : INFO : Epoch 1772 | loss: 0.0311362 | val_loss: 0.0311669 | Time: 1733.44 ms
[2022-04-07 14:50:29 main:574] : INFO : Epoch 1773 | loss: 0.0311343 | val_loss: 0.0311699 | Time: 1695.66 ms
[2022-04-07 14:50:31 main:574] : INFO : Epoch 1774 | loss: 0.0311384 | val_loss: 0.03117 | Time: 1725.4 ms
[2022-04-07 14:50:33 main:574] : INFO : Epoch 1775 | loss: 0.0311379 | val_loss: 0.031171 | Time: 1766.5 ms
[2022-04-07 14:50:34 main:574] : INFO : Epoch 1776 | loss: 0.031138 | val_loss: 0.0311707 | Time: 1714.1 ms
[2022-04-07 14:50:36 main:574] : INFO : Epoch 1777 | loss: 0.0311377 | val_loss: 0.0311692 | Time: 1731.9 ms
[2022-04-07 14:50:38 main:574] : INFO : Epoch 1778 | loss: 0.0311356 | val_loss: 0.0311674 | Time: 1721.24 ms
[2022-04-07 14:50:40 main:574] : INFO : Epoch 1779 | loss: 0.0311363 | val_loss: 0.031168 | Time: 1719.21 ms
[2022-04-07 14:50:41 main:574] : INFO : Epoch 1780 | loss: 0.0311346 | val_loss: 0.0311687 | Time: 1719.33 ms
[2022-04-07 14:50:43 main:574] : INFO : Epoch 1781 | loss: 0.0311331 | val_loss: 0.0311676 | Time: 1741.37 ms
[2022-04-07 14:50:45 main:574] : INFO : Epoch 1782 | loss: 0.0311341 | val_loss: 0.0311678 | Time: 1801.64 ms
[2022-04-07 14:50:47 main:574] : INFO : Epoch 1783 | loss: 0.0311333 | val_loss: 0.0311707 | Time: 1824.64 ms
[2022-04-07 14:50:49 main:574] : INFO : Epoch 1784 | loss: 0.0311332 | val_loss: 0.0311691 | Time: 1722.55 ms
[2022-04-07 14:50:50 main:574] : INFO : Epoch 1785 | loss: 0.031133 | val_loss: 0.0311665 | Time: 1707.7 ms
[2022-04-07 14:50:52 main:574] : INFO : Epoch 1786 | loss: 0.0311333 | val_loss: 0.0311696 | Time: 1738.65 ms
[2022-04-07 14:50:54 main:574] : INFO : Epoch 1787 | loss: 0.0311336 | val_loss: 0.0311718 | Time: 1714.99 ms
[2022-04-07 14:50:55 main:574] : INFO : Epoch 1788 | loss: 0.0311366 | val_loss: 0.0311672 | Time: 1752.28 ms
[2022-04-07 14:50:57 main:574] : INFO : Epoch 1789 | loss: 0.0311329 | val_loss: 0.0311711 | Time: 1706.91 ms
[2022-04-07 14:50:59 main:574] : INFO : Epoch 1790 | loss: 0.0311315 | val_loss: 0.0311737 | Time: 1724.13 ms
[2022-04-07 14:51:01 main:574] : INFO : Epoch 1791 | loss: 0.0311331 | val_loss: 0.0311749 | Time: 1696.32 ms
[2022-04-07 14:51:02 main:574] : INFO : Epoch 1792 | loss: 0.0311308 | val_loss: 0.0311747 | Time: 1706.29 ms
[2022-04-07 14:51:04 main:574] : INFO : Epoch 1793 | loss: 0.0311299 | val_loss: 0.0311777 | Time: 1728.19 ms
[2022-04-07 14:51:06 main:574] : INFO : Epoch 1794 | loss: 0.0311338 | val_loss: 0.0311726 | Time: 1751.05 ms
[2022-04-07 14:51:08 main:574] : INFO : Epoch 1795 | loss: 0.0311347 | val_loss: 0.0311677 | Time: 1702.69 ms
[2022-04-07 14:51:09 main:574] : INFO : Epoch 1796 | loss: 0.0311318 | val_loss: 0.031167 | Time: 1717.49 ms
[2022-04-07 14:51:11 main:574] : INFO : Epoch 1797 | loss: 0.0311341 | val_loss: 0.031169 | Time: 1709.14 ms
[2022-04-07 14:51:13 main:574] : INFO : Epoch 1798 | loss: 0.0311354 | val_loss: 0.0311741 | Time: 1715.89 ms
[2022-04-07 14:51:14 main:574] : INFO : Epoch 1799 | loss: 0.031135 | val_loss: 0.0311754 | Time: 1763.09 ms
[2022-04-07 14:51:16 main:574] : INFO : Epoch 1800 | loss: 0.0311337 | val_loss: 0.0311758 | Time: 1761.33 ms
[2022-04-07 14:51:18 main:574] : INFO : Epoch 1801 | loss: 0.0311317 | val_loss: 0.0311704 | Time: 1742.14 ms
[2022-04-07 14:51:20 main:574] : INFO : Epoch 1802 | loss: 0.0311326 | val_loss: 0.0311696 | Time: 1702.94 ms
[2022-04-07 14:51:21 main:574] : INFO : Epoch 1803 | loss: 0.0311295 | val_loss: 0.0311734 | Time: 1709.84 ms
[2022-04-07 14:51:23 main:574] : INFO : Epoch 1804 | loss: 0.0311308 | val_loss: 0.031177 | Time: 1724.48 ms
[2022-04-07 14:51:25 main:574] : INFO : Epoch 1805 | loss: 0.0311298 | val_loss: 0.0311811 | Time: 1714.82 ms
[2022-04-07 14:51:27 main:574] : INFO : Epoch 1806 | loss: 0.0311341 | val_loss: 0.0311756 | Time: 1719.57 ms
[2022-04-07 14:51:28 main:574] : INFO : Epoch 1807 | loss: 0.0311375 | val_loss: 0.0311701 | Time: 1698.24 ms
[2022-04-07 14:51:30 main:574] : INFO : Epoch 1808 | loss: 0.0311425 | val_loss: 0.0311759 | Time: 1734.88 ms
[2022-04-07 14:51:32 main:574] : INFO : Epoch 1809 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 1748.04 ms
[2022-04-07 14:51:34 main:574] : INFO : Epoch 1810 | loss: 0.0311415 | val_loss: 0.0311671 | Time: 1721.45 ms
[2022-04-07 14:51:35 main:574] : INFO : Epoch 1811 | loss: 0.031137 | val_loss: 0.031169 | Time: 1746.81 ms
[2022-04-07 14:51:37 main:574] : INFO : Epoch 1812 | loss: 0.0311367 | val_loss: 0.0311736 | Time: 1715.76 ms
[2022-04-07 14:51:39 main:574] : INFO : Epoch 1813 | loss: 0.0311503 | val_loss: 0.031183 | Time: 1716.4 ms
[2022-04-07 14:51:41 main:574] : INFO : Epoch 1814 | loss: 0.0311437 | val_loss: 0.0311861 | Time: 1755.89 ms
[2022-04-07 14:51:42 main:574] : INFO : Epoch 1815 | loss: 0.0311421 | val_loss: 0.0311694 | Time: 1720.81 ms
[2022-04-07 14:51:44 main:574] : INFO : Epoch 1816 | loss: 0.031142 | val_loss: 0.0311713 | Time: 1748.89 ms
[2022-04-07 14:51:46 main:574] : INFO : Epoch 1817 | loss: 0.0311413 | val_loss: 0.031168 | Time: 1717.2 ms
[2022-04-07 14:51:47 main:574] : INFO : Epoch 1818 | loss: 0.0311388 | val_loss: 0.0311687 | Time: 1712.52 ms
[2022-04-07 14:51:49 main:574] : INFO : Epoch 1819 | loss: 0.0311378 | val_loss: 0.0311739 | Time: 1741.97 ms
[2022-04-07 14:51:51 main:574] : INFO : Epoch 1820 | loss: 0.0311376 | val_loss: 0.0311732 | Time: 1762.26 ms
[2022-04-07 14:51:53 main:574] : INFO : Epoch 1821 | loss: 0.0311384 | val_loss: 0.0311753 | Time: 1698.35 ms
[2022-04-07 14:51:54 main:574] : INFO : Epoch 1822 | loss: 0.0311362 | val_loss: 0.0311752 | Time: 1705.06 ms
[2022-04-07 14:51:56 main:574] : INFO : Epoch 1823 | loss: 0.031135 | val_loss: 0.0311651 | Time: 1744.48 ms
[2022-04-07 14:51:58 main:574] : INFO : Epoch 1824 | loss: 0.0311344 | val_loss: 0.031171 | Time: 1874.2 ms
[2022-04-07 14:52:00 main:574] : INFO : Epoch 1825 | loss: 0.0311337 | val_loss: 0.0311675 | Time: 1748.41 ms
[2022-04-07 14:52:02 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.0311676 | Time: 1717.42 ms
[2022-04-07 14:52:03 main:574] : INFO : Epoch 1827 | loss: 0.0311328 | val_loss: 0.0311717 | Time: 1764.81 ms
[2022-04-07 14:52:05 main:574] : INFO : Epoch 1828 | loss: 0.0311334 | val_loss: 0.0311802 | Time: 1749.55 ms
[2022-04-07 14:52:07 main:574] : INFO : Epoch 1829 | loss: 0.0311315 | val_loss: 0.0311697 | Time: 1984.55 ms
[2022-04-07 14:52:09 main:574] : INFO : Epoch 1830 | loss: 0.0311304 | val_loss: 0.0311779 | Time: 1735.09 ms
[2022-04-07 14:52:11 main:574] : INFO : Epoch 1831 | loss: 0.031132 | val_loss: 0.0311716 | Time: 1749.66 ms
[2022-04-07 14:52:12 main:574] : INFO : Epoch 1832 | loss: 0.0311306 | val_loss: 0.0311733 | Time: 1741.74 ms
[2022-04-07 14:52:14 main:574] : INFO : Epoch 1833 | loss: 0.031132 | val_loss: 0.0311717 | Time: 1703.15 ms
[2022-04-07 14:52:16 main:574] : INFO : Epoch 1834 | loss: 0.0311342 | val_loss: 0.031169 | Time: 1738.29 ms
[2022-04-07 14:52:17 main:574] : INFO : Epoch 1835 | loss: 0.0311315 | val_loss: 0.0311765 | Time: 1703.55 ms
[2022-04-07 14:52:19 main:574] : INFO : Epoch 1836 | loss: 0.0311319 | val_loss: 0.0311704 | Time: 1734.73 ms
[2022-04-07 14:52:21 main:574] : INFO : Epoch 1837 | loss: 0.0311316 | val_loss: 0.0311741 | Time: 1745.14 ms
[2022-04-07 14:52:23 main:574] : INFO : Epoch 1838 | loss: 0.0311328 | val_loss: 0.0311716 | Time: 1721.2 ms
[2022-04-07 14:52:24 main:574] : INFO : Epoch 1839 | loss: 0.0311318 | val_loss: 0.0311716 | Time: 1728.93 ms
[2022-04-07 14:52:26 main:574] : INFO : Epoch 1840 | loss: 0.0311292 | val_loss: 0.031169 | Time: 1752.29 ms
[2022-04-07 14:52:28 main:574] : INFO : Epoch 1841 | loss: 0.0311296 | val_loss: 0.031176 | Time: 1734.5 ms
[2022-04-07 14:52:30 main:574] : INFO : Epoch 1842 | loss: 0.0311306 | val_loss: 0.0311697 | Time: 1732.71 ms
[2022-04-07 14:52:31 main:574] : INFO : Epoch 1843 | loss: 0.031131 | val_loss: 0.0311718 | Time: 1748.07 ms
[2022-04-07 14:52:33 main:574] : INFO : Epoch 1844 | loss: 0.0311297 | val_loss: 0.0311734 | Time: 1746.87 ms
[2022-04-07 14:52:35 main:574] : INFO : Epoch 1845 | loss: 0.0311301 | val_loss: 0.0311776 | Time: 1698.89 ms
[2022-04-07 14:52:37 main:574] : INFO : Epoch 1846 | loss: 0.0311288 | val_loss: 0.0311718 | Time: 1762.02 ms
[2022-04-07 14:52:38 main:574] : INFO : Epoch 1847 | loss: 0.0311308 | val_loss: 0.0311719 | Time: 1729.77 ms
[2022-04-07 14:52:40 main:574] : INFO : Epoch 1848 | loss: 0.031132 | val_loss: 0.031173 | Time: 1741.4 ms
[2022-04-07 14:52:42 main:574] : INFO : Epoch 1849 | loss: 0.0311354 | val_loss: 0.031169 | Time: 1742.27 ms
[2022-04-07 14:52:44 main:574] : INFO : Epoch 1850 | loss: 0.0311352 | val_loss: 0.03117 | Time: 1707.54 ms
[2022-04-07 14:52:45 main:574] : INFO : Epoch 1851 | loss: 0.0311328 | val_loss: 0.0311765 | Time: 1754.68 ms
[2022-04-07 14:52:47 main:574] : INFO : Epoch 1852 | loss: 0.0311367 | val_loss: 0.0311694 | Time: 1755.54 ms
[2022-04-07 14:52:49 main:574] : INFO : Epoch 1853 | loss: 0.0311333 | val_loss: 0.0311713 | Time: 1704.99 ms
[2022-04-07 14:52:51 main:574] : INFO : Epoch 1854 | loss: 0.0311339 | val_loss: 0.0311704 | Time: 1761 ms
[2022-04-07 14:52:52 main:574] : INFO : Epoch 1855 | loss: 0.0311327 | val_loss: 0.0312097 | Time: 1736.86 ms
[2022-04-07 14:52:54 main:574] : INFO : Epoch 1856 | loss: 0.0311323 | val_loss: 0.031179 | Time: 1716.74 ms
[2022-04-07 14:52:56 main:574] : INFO : Epoch 1857 | loss: 0.0311304 | val_loss: 0.0311742 | Time: 1738.09 ms
[2022-04-07 14:52:58 main:574] : INFO : Epoch 1858 | loss: 0.0311286 | val_loss: 0.031174 | Time: 1722.84 ms
[2022-04-07 14:52:59 main:574] : INFO : Epoch 1859 | loss: 0.031129 | val_loss: 0.0311743 | Time: 1711.11 ms
[2022-04-07 14:53:01 main:574] : INFO : Epoch 1860 | loss: 0.0311297 | val_loss: 0.031176 | Time: 1731.28 ms
[2022-04-07 14:53:03 main:574] : INFO : Epoch 1861 | loss: 0.0311291 | val_loss: 0.0312207 | Time: 1728.57 ms
[2022-04-07 14:53:05 main:574] : INFO : Epoch 1862 | loss: 0.0311305 | val_loss: 0.0312086 | Time: 1719.17 ms
[2022-04-07 14:53:06 main:574] : INFO : Epoch 1863 | loss: 0.0311315 | val_loss: 0.0311717 | Time: 1735.2 ms
[2022-04-07 14:53:08 main:574] : INFO : Epoch 1864 | loss: 0.0311312 | val_loss: 0.0312306 | Time: 1694.55 ms
[2022-04-07 14:53:10 main:574] : INFO : Epoch 1865 | loss: 0.0311308 | val_loss: 0.031269 | Time: 1733.93 ms
[2022-04-07 14:53:11 main:574] : INFO : Epoch 1866 | loss: 0.0311319 | val_loss: 0.0312656 | Time: 1716.2 ms
[2022-04-07 14:53:13 main:574] : INFO : Epoch 1867 | loss: 0.0311293 | val_loss: 0.0311724 | Time: 1745.96 ms
[2022-04-07 14:53:15 main:574] : INFO : Epoch 1868 | loss: 0.0311594 | val_loss: 0.0311846 | Time: 1743.05 ms
[2022-04-07 14:53:17 main:574] : INFO : Epoch 1869 | loss: 0.0311693 | val_loss: 0.031183 | Time: 1705.41 ms
[2022-04-07 14:53:18 main:574] : INFO : Epoch 1870 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 1747.23 ms
[2022-04-07 14:53:20 main:574] : INFO : Epoch 1871 | loss: 0.0311523 | val_loss: 0.0311629 | Time: 1759.25 ms
[2022-04-07 14:53:22 main:574] : INFO : Epoch 1872 | loss: 0.0311465 | val_loss: 0.0311627 | Time: 1724.68 ms
[2022-04-07 14:53:24 main:574] : INFO : Epoch 1873 | loss: 0.0311443 | val_loss: 0.0311633 | Time: 1686.7 ms
[2022-04-07 14:53:25 main:574] : INFO : Epoch 1874 | loss: 0.0311425 | val_loss: 0.0311619 | Time: 1724.62 ms
[2022-04-07 14:53:27 main:574] : INFO : Epoch 1875 | loss: 0.0311408 | val_loss: 0.0311606 | Time: 1723.92 ms
[2022-04-07 14:53:29 main:574] : INFO : Epoch 1876 | loss: 0.0311396 | val_loss: 0.0311672 | Time: 1718.31 ms
[2022-04-07 14:53:31 main:574] : INFO : Epoch 1877 | loss: 0.031141 | val_loss: 0.0311626 | Time: 1760.15 ms
[2022-04-07 14:53:32 main:574] : INFO : Epoch 1878 | loss: 0.0311394 | val_loss: 0.0311635 | Time: 1758.56 ms
[2022-04-07 14:53:34 main:574] : INFO : Epoch 1879 | loss: 0.0311382 | val_loss: 0.0311618 | Time: 1737.62 ms
[2022-04-07 14:53:36 main:574] : INFO : Epoch 1880 | loss: 0.0311396 | val_loss: 0.031164 | Time: 1736.29 ms
[2022-04-07 14:53:38 main:574] : INFO : Epoch 1881 | loss: 0.0311393 | val_loss: 0.0311686 | Time: 1704.41 ms
[2022-04-07 14:53:39 main:574] : INFO : Epoch 1882 | loss: 0.0311428 | val_loss: 0.0311634 | Time: 1736.75 ms
[2022-04-07 14:53:41 main:574] : INFO : Epoch 1883 | loss: 0.0311432 | val_loss: 0.0311663 | Time: 1717.48 ms
[2022-04-07 14:53:43 main:574] : INFO : Epoch 1884 | loss: 0.0311417 | val_loss: 0.0311651 | Time: 1721.13 ms
[2022-04-07 14:53:44 main:574] : INFO : Epoch 1885 | loss: 0.0311421 | val_loss: 0.0311621 | Time: 1724.35 ms
[2022-04-07 14:53:46 main:574] : INFO : Epoch 1886 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 1737.54 ms
[2022-04-07 14:53:48 main:574] : INFO : Epoch 1887 | loss: 0.0311393 | val_loss: 0.0311632 | Time: 1730.52 ms
[2022-04-07 14:53:50 main:574] : INFO : Epoch 1888 | loss: 0.0311398 | val_loss: 0.0311637 | Time: 1723.41 ms
[2022-04-07 14:53:51 main:574] : INFO : Epoch 1889 | loss: 0.0311376 | val_loss: 0.0311661 | Time: 1743.36 ms
[2022-04-07 14:53:53 main:574] : INFO : Epoch 1890 | loss: 0.0311388 | val_loss: 0.0311643 | Time: 1709.68 ms
[2022-04-07 14:53:55 main:574] : INFO : Epoch 1891 | loss: 0.0311374 | val_loss: 0.031163 | Time: 1702.3 ms
[2022-04-07 14:53:57 main:574] : INFO : Epoch 1892 | loss: 0.0311386 | val_loss: 0.0311677 | Time: 1745.32 ms
[2022-04-07 14:53:58 main:574] : INFO : Epoch 1893 | loss: 0.0311408 | val_loss: 0.0311626 | Time: 1777.7 ms
[2022-04-07 14:54:00 main:574] : INFO : Epoch 1894 | loss: 0.0311354 | val_loss: 0.0311635 | Time: 1735.05 ms
[2022-04-07 14:54:02 main:574] : INFO : Epoch 1895 | loss: 0.0311352 | val_loss: 0.0311642 | Time: 1749.21 ms
[2022-04-07 14:54:04 main:574] : INFO : Epoch 1896 | loss: 0.0311336 | val_loss: 0.031165 | Time: 1710.64 ms
[2022-04-07 14:54:05 main:574] : INFO : Epoch 1897 | loss: 0.0311339 | val_loss: 0.0311649 | Time: 1724.19 ms
[2022-04-07 14:54:07 main:574] : INFO : Epoch 1898 | loss: 0.0311342 | val_loss: 0.0311627 | Time: 1746.55 ms
[2022-04-07 14:54:09 main:574] : INFO : Epoch 1899 | loss: 0.0311327 | val_loss: 0.031162 | Time: 1744.4 ms
[2022-04-07 14:54:11 main:574] : INFO : Epoch 1900 | loss: 0.0311325 | val_loss: 0.0311687 | Time: 1684.05 ms
[2022-04-07 14:54:12 main:574] : INFO : Epoch 1901 | loss: 0.0311319 | val_loss: 0.0311634 | Time: 1717.43 ms
[2022-04-07 14:54:14 main:574] : INFO : Epoch 1902 | loss: 0.0311312 | val_loss: 0.0311627 | Time: 1725.57 ms
[2022-04-07 14:54:16 main:574] : INFO : Epoch 1903 | loss: 0.0311308 | val_loss: 0.0311659 | Time: 1744.49 ms
[2022-04-07 14:54:18 main:574] : INFO : Epoch 1904 | loss: 0.0311297 | val_loss: 0.031168 | Time: 1734.35 ms
[2022-04-07 14:54:19 main:574] : INFO : Epoch 1905 | loss: 0.0311298 | val_loss: 0.0311653 | Time: 1743.97 ms
[2022-04-07 14:54:21 main:574] : INFO : Epoch 1906 | loss: 0.0311308 | val_loss: 0.0311725 | Time: 1742.87 ms
[2022-04-07 14:54:23 main:574] : INFO : Epoch 1907 | loss: 0.0311344 | val_loss: 0.0311667 | Time: 1728.75 ms
[2022-04-07 14:54:24 main:574] : INFO : Epoch 1908 | loss: 0.0311344 | val_loss: 0.0311662 | Time: 1731.57 ms
[2022-04-07 14:54:26 main:574] : INFO : Epoch 1909 | loss: 0.031135 | val_loss: 0.0311707 | Time: 1713.9 ms
[2022-04-07 14:54:28 main:574] : INFO : Epoch 1910 | loss: 0.0311315 | val_loss: 0.0311677 | Time: 1724.74 ms
[2022-04-07 14:54:30 main:574] : INFO : Epoch 1911 | loss: 0.0311312 | val_loss: 0.0311691 | Time: 1766.07 ms
[2022-04-07 14:54:31 main:574] : INFO : Epoch 1912 | loss: 0.0311311 | val_loss: 0.0311704 | Time: 1712.15 ms
[2022-04-07 14:54:33 main:574] : INFO : Epoch 1913 | loss: 0.031133 | val_loss: 0.0311665 | Time: 1718.94 ms
[2022-04-07 14:54:35 main:574] : INFO : Epoch 1914 | loss: 0.0311341 | val_loss: 0.0311649 | Time: 1734.11 ms
[2022-04-07 14:54:37 main:574] : INFO : Epoch 1915 | loss: 0.0311355 | val_loss: 0.0311647 | Time: 1707.37 ms
[2022-04-07 14:54:38 main:574] : INFO : Epoch 1916 | loss: 0.0311336 | val_loss: 0.0311689 | Time: 1685.55 ms
[2022-04-07 14:54:40 main:574] : INFO : Epoch 1917 | loss: 0.0311339 | val_loss: 0.0311675 | Time: 1727.42 ms
[2022-04-07 14:54:42 main:574] : INFO : Epoch 1918 | loss: 0.0311357 | val_loss: 0.0311641 | Time: 1762.18 ms
[2022-04-07 14:54:44 main:574] : INFO : Epoch 1919 | loss: 0.031134 | val_loss: 0.0311675 | Time: 1698.83 ms
[2022-04-07 14:54:45 main:574] : INFO : Epoch 1920 | loss: 0.0311313 | val_loss: 0.0311629 | Time: 1736.11 ms
[2022-04-07 14:54:47 main:574] : INFO : Epoch 1921 | loss: 0.0311312 | val_loss: 0.0311662 | Time: 1696.83 ms
[2022-04-07 14:54:49 main:574] : INFO : Epoch 1922 | loss: 0.0311294 | val_loss: 0.0311682 | Time: 1739.83 ms
[2022-04-07 14:54:50 main:574] : INFO : Epoch 1923 | loss: 0.0311283 | val_loss: 0.0311725 | Time: 1706.93 ms
[2022-04-07 14:54:52 main:574] : INFO : Epoch 1924 | loss: 0.0311296 | val_loss: 0.0311656 | Time: 1735.93 ms
[2022-04-07 14:54:54 main:574] : INFO : Epoch 1925 | loss: 0.0311286 | val_loss: 0.0311683 | Time: 1728.94 ms
[2022-04-07 14:54:56 main:574] : INFO : Epoch 1926 | loss: 0.0311284 | val_loss: 0.0311695 | Time: 1720.83 ms
[2022-04-07 14:54:57 main:574] : INFO : Epoch 1927 | loss: 0.0311275 | val_loss: 0.0311702 | Time: 1733.8 ms
[2022-04-07 14:54:59 main:574] : INFO : Epoch 1928 | loss: 0.0311291 | val_loss: 0.0311704 | Time: 1719.61 ms
[2022-04-07 14:55:01 main:574] : INFO : Epoch 1929 | loss: 0.0311306 | val_loss: 0.031175 | Time: 1742.16 ms
[2022-04-07 14:55:03 main:574] : INFO : Epoch 1930 | loss: 0.0311286 | val_loss: 0.0311708 | Time: 1736.27 ms
[2022-04-07 14:55:04 main:574] : INFO : Epoch 1931 | loss: 0.0311274 | val_loss: 0.0311686 | Time: 1740.3 ms
[2022-04-07 14:55:06 main:574] : INFO : Epoch 1932 | loss: 0.0311258 | val_loss: 0.0311704 | Time: 1739.37 ms
[2022-04-07 14:55:08 main:574] : INFO : Epoch 1933 | loss: 0.0311281 | val_loss: 0.0311737 | Time: 1737.76 ms
[2022-04-07 14:55:10 main:574] : INFO : Epoch 1934 | loss: 0.0311289 | val_loss: 0.0311837 | Time: 1744.2 ms
[2022-04-07 14:55:11 main:574] : INFO : Epoch 1935 | loss: 0.0311304 | val_loss: 0.0311715 | Time: 1711.62 ms
[2022-04-07 14:55:13 main:574] : INFO : Epoch 1936 | loss: 0.0311315 | val_loss: 0.0311714 | Time: 1743.69 ms
[2022-04-07 14:55:15 main:574] : INFO : Epoch 1937 | loss: 0.0311291 | val_loss: 0.0311781 | Time: 1708.72 ms
[2022-04-07 14:55:17 main:574] : INFO : Epoch 1938 | loss: 0.0311285 | val_loss: 0.0311732 | Time: 1860.95 ms
[2022-04-07 14:55:18 main:574] : INFO : Epoch 1939 | loss: 0.031133 | val_loss: 0.0311716 | Time: 1702.94 ms
[2022-04-07 14:55:20 main:574] : INFO : Epoch 1940 | loss: 0.0311296 | val_loss: 0.0311717 | Time: 1738.63 ms
[2022-04-07 14:55:22 main:574] : INFO : Epoch 1941 | loss: 0.0311283 | val_loss: 0.0311658 | Time: 1756.63 ms
[2022-04-07 14:55:24 main:574] : INFO : Epoch 1942 | loss: 0.0311298 | val_loss: 0.0311737 | Time: 1731.85 ms
[2022-04-07 14:55:25 main:574] : INFO : Epoch 1943 | loss: 0.0311402 | val_loss: 0.0311667 | Time: 1749.05 ms
[2022-04-07 14:55:27 main:574] : INFO : Epoch 1944 | loss: 0.0311384 | val_loss: 0.0311701 | Time: 1721.29 ms
[2022-04-07 14:55:29 main:574] : INFO : Epoch 1945 | loss: 0.0311343 | val_loss: 0.0311667 | Time: 1737.99 ms
[2022-04-07 14:55:31 main:574] : INFO : Epoch 1946 | loss: 0.0311358 | val_loss: 0.0311674 | Time: 1743 ms
[2022-04-07 14:55:32 main:574] : INFO : Epoch 1947 | loss: 0.031133 | val_loss: 0.031166 | Time: 1761.99 ms
[2022-04-07 14:55:34 main:574] : INFO : Epoch 1948 | loss: 0.0311327 | val_loss: 0.0311709 | Time: 1732.77 ms
[2022-04-07 14:55:36 main:574] : INFO : Epoch 1949 | loss: 0.0311323 | val_loss: 0.0311655 | Time: 1713 ms
[2022-04-07 14:55:38 main:574] : INFO : Epoch 1950 | loss: 0.0311335 | val_loss: 0.0311666 | Time: 1748.33 ms
[2022-04-07 14:55:39 main:574] : INFO : Epoch 1951 | loss: 0.0311361 | val_loss: 0.0311689 | Time: 1715.61 ms
[2022-04-07 14:55:41 main:574] : INFO : Epoch 1952 | loss: 0.0311377 | val_loss: 0.0311693 | Time: 1690.25 ms
[2022-04-07 14:55:43 main:574] : INFO : Epoch 1953 | loss: 0.0311354 | val_loss: 0.0311653 | Time: 1709.96 ms
[2022-04-07 14:55:44 main:574] : INFO : Epoch 1954 | loss: 0.0311335 | val_loss: 0.0311638 | Time: 1741.02 ms
[2022-04-07 14:55:46 main:574] : INFO : Epoch 1955 | loss: 0.031131 | val_loss: 0.0311661 | Time: 1737.04 ms
[2022-04-07 14:55:48 main:574] : INFO : Epoch 1956 | loss: 0.0311331 | val_loss: 0.031166 | Time: 1696.72 ms
[2022-04-07 14:55:50 main:574] : INFO : Epoch 1957 | loss: 0.0311351 | val_loss: 0.0311666 | Time: 1685.51 ms
[2022-04-07 14:55:51 main:574] : INFO : Epoch 1958 | loss: 0.0311334 | val_loss: 0.0311707 | Time: 1723.55 ms
[2022-04-07 14:55:53 main:574] : INFO : Epoch 1959 | loss: 0.0311365 | val_loss: 0.0311791 | Time: 1749.91 ms
[2022-04-07 14:55:55 main:574] : INFO : Epoch 1960 | loss: 0.0311362 | val_loss: 0.0311666 | Time: 1762.05 ms
[2022-04-07 14:55:57 main:574] : INFO : Epoch 1961 | loss: 0.0311337 | val_loss: 0.0311698 | Time: 1754.68 ms
[2022-04-07 14:55:58 main:574] : INFO : Epoch 1962 | loss: 0.0311328 | val_loss: 0.0311691 | Time: 1741.13 ms
[2022-04-07 14:56:00 main:574] : INFO : Epoch 1963 | loss: 0.0311322 | val_loss: 0.0311702 | Time: 1718.27 ms
[2022-04-07 14:56:02 main:574] : INFO : Epoch 1964 | loss: 0.0311352 | val_loss: 0.0311659 | Time: 1731.83 ms
[2022-04-07 14:56:04 main:574] : INFO : Epoch 1965 | loss: 0.0311339 | val_loss: 0.0311673 | Time: 1730.71 ms
[2022-04-07 14:56:05 main:574] : INFO : Epoch 1966 | loss: 0.031134 | val_loss: 0.0311647 | Time: 1741.4 ms
[2022-04-07 14:56:07 main:574] : INFO : Epoch 1967 | loss: 0.0311351 | val_loss: 0.0311624 | Time: 1750.7 ms
[2022-04-07 14:56:09 main:574] : INFO : Epoch 1968 | loss: 0.0311341 | val_loss: 0.0311622 | Time: 1742.68 ms
[2022-04-07 14:56:11 main:574] : INFO : Epoch 1969 | loss: 0.0311341 | val_loss: 0.0311613 | Time: 1704.77 ms
[2022-04-07 14:56:12 main:574] : INFO : Epoch 1970 | loss: 0.0311323 | val_loss: 0.0311623 | Time: 1749.7 ms
[2022-04-07 14:56:14 main:574] : INFO : Epoch 1971 | loss: 0.0311388 | val_loss: 0.0311753 | Time: 1747.27 ms
[2022-04-07 14:56:16 main:574] : INFO : Epoch 1972 | loss: 0.0311369 | val_loss: 0.0311636 | Time: 1722.57 ms
[2022-04-07 14:56:18 main:574] : INFO : Epoch 1973 | loss: 0.0311371 | val_loss: 0.031167 | Time: 1723 ms
[2022-04-07 14:56:19 main:574] : INFO : Epoch 1974 | loss: 0.0311392 | val_loss: 0.0311657 | Time: 1778.42 ms
[2022-04-07 14:56:21 main:574] : INFO : Epoch 1975 | loss: 0.0311385 | val_loss: 0.0311641 | Time: 1734.96 ms
[2022-04-07 14:56:23 main:574] : INFO : Epoch 1976 | loss: 0.0311337 | val_loss: 0.0311663 | Time: 1719.92 ms
[2022-04-07 14:56:25 main:574] : INFO : Epoch 1977 | loss: 0.0311373 | val_loss: 0.0311675 | Time: 1744.18 ms
[2022-04-07 14:56:26 main:574] : INFO : Epoch 1978 | loss: 0.03114 | val_loss: 0.0311637 | Time: 1711.82 ms
[2022-04-07 14:56:28 main:574] : INFO : Epoch 1979 | loss: 0.031138 | val_loss: 0.0311645 | Time: 1715.34 ms
[2022-04-07 14:56:30 main:574] : INFO : Epoch 1980 | loss: 0.0311392 | val_loss: 0.0311657 | Time: 1724.43 ms
[2022-04-07 14:56:31 main:574] : INFO : Epoch 1981 | loss: 0.0311405 | val_loss: 0.0311646 | Time: 1733.74 ms
[2022-04-07 14:56:33 main:574] : INFO : Epoch 1982 | loss: 0.0311367 | val_loss: 0.0311656 | Time: 1759.86 ms
[2022-04-07 14:56:35 main:574] : INFO : Epoch 1983 | loss: 0.0311369 | val_loss: 0.0311636 | Time: 1720.92 ms
[2022-04-07 14:56:37 main:574] : INFO : Epoch 1984 | loss: 0.031134 | val_loss: 0.0311679 | Time: 1707.89 ms
[2022-04-07 14:56:38 main:574] : INFO : Epoch 1985 | loss: 0.0311344 | val_loss: 0.0311651 | Time: 1710.09 ms
[2022-04-07 14:56:40 main:574] : INFO : Epoch 1986 | loss: 0.0311342 | val_loss: 0.0311652 | Time: 1722.73 ms
[2022-04-07 14:56:42 main:574] : INFO : Epoch 1987 | loss: 0.0311351 | val_loss: 0.0311647 | Time: 1731.37 ms
[2022-04-07 14:56:44 main:574] : INFO : Epoch 1988 | loss: 0.0311334 | val_loss: 0.0311644 | Time: 1741.87 ms
[2022-04-07 14:56:45 main:574] : INFO : Epoch 1989 | loss: 0.0311334 | val_loss: 0.0311644 | Time: 1751.03 ms
[2022-04-07 14:56:47 main:574] : INFO : Epoch 1990 | loss: 0.0311333 | val_loss: 0.0311678 | Time: 1718.07 ms
[2022-04-07 14:56:49 main:574] : INFO : Epoch 1991 | loss: 0.0311375 | val_loss: 0.0311692 | Time: 1722.55 ms
[2022-04-07 14:56:51 main:574] : INFO : Epoch 1992 | loss: 0.0311353 | val_loss: 0.0311643 | Time: 1713.73 ms
[2022-04-07 14:56:52 main:574] : INFO : Epoch 1993 | loss: 0.0311346 | val_loss: 0.0311653 | Time: 1739.1 ms
[2022-04-07 14:56:54 main:574] : INFO : Epoch 1994 | loss: 0.0311321 | val_loss: 0.0311648 | Time: 1772.08 ms
[2022-04-07 14:56:56 main:574] : INFO : Epoch 1995 | loss: 0.0311305 | val_loss: 0.0311612 | Time: 1711.43 ms
[2022-04-07 14:56:58 main:574] : INFO : Epoch 1996 | loss: 0.0311295 | val_loss: 0.0311677 | Time: 1716.95 ms
[2022-04-07 14:56:59 main:574] : INFO : Epoch 1997 | loss: 0.0311292 | val_loss: 0.0311619 | Time: 1747.51 ms
[2022-04-07 14:57:01 main:574] : INFO : Epoch 1998 | loss: 0.0311289 | val_loss: 0.0311669 | Time: 1746.28 ms
[2022-04-07 14:57:03 main:574] : INFO : Epoch 1999 | loss: 0.0311322 | val_loss: 0.0311661 | Time: 1757.98 ms
[2022-04-07 14:57:05 main:574] : INFO : Epoch 2000 | loss: 0.0311335 | val_loss: 0.0311626 | Time: 1747.78 ms
[2022-04-07 14:57:06 main:574] : INFO : Epoch 2001 | loss: 0.0311341 | val_loss: 0.0311628 | Time: 1750.15 ms
[2022-04-07 14:57:08 main:574] : INFO : Epoch 2002 | loss: 0.0311355 | val_loss: 0.0311629 | Time: 1741.41 ms
[2022-04-07 14:57:10 main:574] : INFO : Epoch 2003 | loss: 0.0311389 | val_loss: 0.0311678 | Time: 1707.75 ms
[2022-04-07 14:57:12 main:574] : INFO : Epoch 2004 | loss: 0.0311358 | val_loss: 0.031163 | Time: 1758.28 ms
[2022-04-07 14:57:13 main:574] : INFO : Epoch 2005 | loss: 0.0311339 | val_loss: 0.0311698 | Time: 1744.02 ms
[2022-04-07 14:57:15 main:574] : INFO : Epoch 2006 | loss: 0.031133 | val_loss: 0.0311686 | Time: 1735.54 ms
[2022-04-07 14:57:17 main:574] : INFO : Epoch 2007 | loss: 0.0311333 | val_loss: 0.0311685 | Time: 1738.58 ms
[2022-04-07 14:57:19 main:574] : INFO : Epoch 2008 | loss: 0.0311318 | val_loss: 0.0311664 | Time: 1757.72 ms
[2022-04-07 14:57:20 main:574] : INFO : Epoch 2009 | loss: 0.0311322 | val_loss: 0.0311727 | Time: 1706.38 ms
[2022-04-07 14:57:22 main:574] : INFO : Epoch 2010 | loss: 0.0311385 | val_loss: 0.0311654 | Time: 1755.33 ms
[2022-04-07 14:57:24 main:574] : INFO : Epoch 2011 | loss: 0.0311333 | val_loss: 0.0311668 | Time: 1751.17 ms
[2022-04-07 14:57:26 main:574] : INFO : Epoch 2012 | loss: 0.0311346 | val_loss: 0.0311654 | Time: 1729.44 ms
[2022-04-07 14:57:27 main:574] : INFO : Epoch 2013 | loss: 0.0311379 | val_loss: 0.0311733 | Time: 1735.58 ms
[2022-04-07 14:57:29 main:574] : INFO : Epoch 2014 | loss: 0.0311406 | val_loss: 0.0311668 | Time: 1739.88 ms
[2022-04-07 14:57:31 main:574] : INFO : Epoch 2015 | loss: 0.0311383 | val_loss: 0.0311632 | Time: 1729.76 ms
[2022-04-07 14:57:33 main:574] : INFO : Epoch 2016 | loss: 0.0311367 | val_loss: 0.0311727 | Time: 1707.47 ms
[2022-04-07 14:57:34 main:574] : INFO : Epoch 2017 | loss: 0.0311341 | val_loss: 0.0311654 | Time: 1755.59 ms
[2022-04-07 14:57:36 main:574] : INFO : Epoch 2018 | loss: 0.031132 | val_loss: 0.0311651 | Time: 1782.85 ms
[2022-04-07 14:57:38 main:574] : INFO : Epoch 2019 | loss: 0.0311315 | val_loss: 0.0311641 | Time: 1726.44 ms
[2022-04-07 14:57:40 main:574] : INFO : Epoch 2020 | loss: 0.0311307 | val_loss: 0.0311663 | Time: 1717.82 ms
[2022-04-07 14:57:41 main:574] : INFO : Epoch 2021 | loss: 0.0311358 | val_loss: 0.031173 | Time: 1711.88 ms
[2022-04-07 14:57:43 main:574] : INFO : Epoch 2022 | loss: 0.0311332 | val_loss: 0.031164 | Time: 1734.52 ms
[2022-04-07 14:57:45 main:574] : INFO : Epoch 2023 | loss: 0.0311308 | val_loss: 0.0311661 | Time: 1766.31 ms
[2022-04-07 14:57:47 main:574] : INFO : Epoch 2024 | loss: 0.03113 | val_loss: 0.0311696 | Time: 1756.76 ms
[2022-04-07 14:57:48 main:574] : INFO : Epoch 2025 | loss: 0.0311312 | val_loss: 0.0311675 | Time: 1720.98 ms
[2022-04-07 14:57:50 main:574] : INFO : Epoch 2026 | loss: 0.0311296 | val_loss: 0.0311682 | Time: 1730.32 ms
[2022-04-07 14:57:52 main:574] : INFO : Epoch 2027 | loss: 0.0311307 | val_loss: 0.0311652 | Time: 1741.88 ms
[2022-04-07 14:57:54 main:574] : INFO : Epoch 2028 | loss: 0.0311302 | val_loss: 0.031166 | Time: 1743.07 ms
[2022-04-07 14:57:55 main:574] : INFO : Epoch 2029 | loss: 0.0311282 | val_loss: 0.031167 | Time: 1726.98 ms
[2022-04-07 14:57:57 main:574] : INFO : Epoch 2030 | loss: 0.0311283 | val_loss: 0.0311665 | Time: 1746.14 ms
[2022-04-07 14:57:59 main:574] : INFO : Epoch 2031 | loss: 0.0311304 | val_loss: 0.0311765 | Time: 1746.01 ms
[2022-04-07 14:58:01 main:574] : INFO : Epoch 2032 | loss: 0.0311311 | val_loss: 0.0311666 | Time: 1742.7 ms
[2022-04-07 14:58:02 main:574] : INFO : Epoch 2033 | loss: 0.0311279 | val_loss: 0.0311673 | Time: 1744.92 ms
[2022-04-07 14:58:04 main:574] : INFO : Epoch 2034 | loss: 0.0311304 | val_loss: 0.0311688 | Time: 1700.33 ms
[2022-04-07 14:58:06 main:574] : INFO : Epoch 2035 | loss: 0.0311329 | val_loss: 0.0311659 | Time: 1691.51 ms
[2022-04-07 14:58:07 main:574] : INFO : Epoch 2036 | loss: 0.0311305 | val_loss: 0.0311653 | Time: 1750.32 ms
[2022-04-07 14:58:09 main:574] : INFO : Epoch 2037 | loss: 0.0311292 | val_loss: 0.0311692 | Time: 1745.18 ms
[2022-04-07 14:58:11 main:574] : INFO : Epoch 2038 | loss: 0.0311298 | val_loss: 0.0311668 | Time: 1736.2 ms
[2022-04-07 14:58:13 main:574] : INFO : Epoch 2039 | loss: 0.0311275 | val_loss: 0.0311662 | Time: 1722.35 ms
[2022-04-07 14:58:14 main:574] : INFO : Epoch 2040 | loss: 0.0311279 | val_loss: 0.031166 | Time: 1757.62 ms
[2022-04-07 14:58:16 main:574] : INFO : Epoch 2041 | loss: 0.0311279 | val_loss: 0.0311703 | Time: 1760.17 ms
[2022-04-07 14:58:18 main:574] : INFO : Epoch 2042 | loss: 0.0311278 | val_loss: 0.0311686 | Time: 1746.78 ms
[2022-04-07 14:58:20 main:574] : INFO : Epoch 2043 | loss: 0.0311262 | val_loss: 0.0311701 | Time: 1732.49 ms
[2022-04-07 14:58:21 main:574] : INFO : Epoch 2044 | loss: 0.0311291 | val_loss: 0.0311738 | Time: 1717.51 ms
[2022-04-07 14:58:23 main:574] : INFO : Epoch 2045 | loss: 0.0311339 | val_loss: 0.0311732 | Time: 1714.36 ms
[2022-04-07 14:58:25 main:574] : INFO : Epoch 2046 | loss: 0.0311274 | val_loss: 0.0311683 | Time: 1762.3 ms
[2022-04-07 14:58:27 main:574] : INFO : Epoch 2047 | loss: 0.0311279 | val_loss: 0.0311683 | Time: 1728.42 ms
[2022-04-07 14:58:28 main:574] : INFO : Epoch 2048 | loss: 0.0311266 | val_loss: 0.0311716 | Time: 1742.81 ms
[2022-04-07 14:58:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311716
[2022-04-07 14:58:28 main:603] : INFO : Saving end state to config to file
[2022-04-07 14:58:28 main:608] : INFO : Success, exiting..
14:58:28 (12468): 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)