Task 7791807
| Name | ParityModified-1631733509-25250-1_1 |
| Workunit | 5110351 |
| Created | 3 Oct 2021, 18:56:50 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 12:46:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 52 min 51 sec |
| CPU time | 52 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311333 | val_loss: 0.0311783 | Time: 1555.98 ms
[2021-10-04 14:32:15 main:581] : INFO : Epoch 1539 | loss: 0.0311298 | val_loss: 0.0311799 | Time: 1559.61 ms
[2021-10-04 14:32:17 main:581] : INFO : Epoch 1540 | loss: 0.0311284 | val_loss: 0.0311838 | Time: 1656.26 ms
[2021-10-04 14:32:18 main:581] : INFO : Epoch 1541 | loss: 0.0311281 | val_loss: 0.0311773 | Time: 1482.14 ms
[2021-10-04 14:32:20 main:581] : INFO : Epoch 1542 | loss: 0.0311287 | val_loss: 0.0311835 | Time: 1608.39 ms
[2021-10-04 14:32:21 main:581] : INFO : Epoch 1543 | loss: 0.0311286 | val_loss: 0.0311793 | Time: 1685.9 ms
[2021-10-04 14:32:23 main:581] : INFO : Epoch 1544 | loss: 0.0311293 | val_loss: 0.0311827 | Time: 1770.45 ms
[2021-10-04 14:32:25 main:581] : INFO : Epoch 1545 | loss: 0.0311291 | val_loss: 0.0311869 | Time: 1730.57 ms
[2021-10-04 14:32:27 main:581] : INFO : Epoch 1546 | loss: 0.0311326 | val_loss: 0.0311754 | Time: 1664.96 ms
[2021-10-04 14:32:28 main:581] : INFO : Epoch 1547 | loss: 0.0311295 | val_loss: 0.0311833 | Time: 1758.3 ms
[2021-10-04 14:32:30 main:581] : INFO : Epoch 1548 | loss: 0.0311343 | val_loss: 0.0311747 | Time: 1803.49 ms
[2021-10-04 14:32:32 main:581] : INFO : Epoch 1549 | loss: 0.0311316 | val_loss: 0.0311841 | Time: 1736.74 ms
[2021-10-04 14:32:34 main:581] : INFO : Epoch 1550 | loss: 0.0311317 | val_loss: 0.0311769 | Time: 1747.86 ms
[2021-10-04 14:32:35 main:581] : INFO : Epoch 1551 | loss: 0.0311344 | val_loss: 0.0311764 | Time: 1747.28 ms
[2021-10-04 14:32:37 main:581] : INFO : Epoch 1552 | loss: 0.0311331 | val_loss: 0.0311774 | Time: 1590.7 ms
[2021-10-04 14:32:39 main:581] : INFO : Epoch 1553 | loss: 0.031131 | val_loss: 0.0311794 | Time: 1632.81 ms
[2021-10-04 14:32:40 main:581] : INFO : Epoch 1554 | loss: 0.0311295 | val_loss: 0.0311785 | Time: 1620.13 ms
[2021-10-04 14:32:42 main:581] : INFO : Epoch 1555 | loss: 0.0311285 | val_loss: 0.0311788 | Time: 1711.57 ms
[2021-10-04 14:32:44 main:581] : INFO : Epoch 1556 | loss: 0.0311285 | val_loss: 0.0311772 | Time: 1567.79 ms
[2021-10-04 14:32:45 main:581] : INFO : Epoch 1557 | loss: 0.0311281 | val_loss: 0.0311812 | Time: 1618.47 ms
[2021-10-04 14:32:47 main:581] : INFO : Epoch 1558 | loss: 0.0311298 | val_loss: 0.0311843 | Time: 1736.45 ms
[2021-10-04 14:32:49 main:581] : INFO : Epoch 1559 | loss: 0.0311285 | val_loss: 0.0311778 | Time: 1724.66 ms
[2021-10-04 14:32:50 main:581] : INFO : Epoch 1560 | loss: 0.0311324 | val_loss: 0.0311732 | Time: 1670.38 ms
[2021-10-04 14:32:52 main:581] : INFO : Epoch 1561 | loss: 0.0311342 | val_loss: 0.0311776 | Time: 1810.6 ms
[2021-10-04 14:32:54 main:581] : INFO : Epoch 1562 | loss: 0.0311291 | val_loss: 0.0311852 | Time: 1767.85 ms
[2021-10-04 14:32:56 main:581] : INFO : Epoch 1563 | loss: 0.0311277 | val_loss: 0.0311762 | Time: 1732.08 ms
[2021-10-04 14:32:57 main:581] : INFO : Epoch 1564 | loss: 0.031127 | val_loss: 0.0311854 | Time: 1608.11 ms
[2021-10-04 14:32:59 main:581] : INFO : Epoch 1565 | loss: 0.0311299 | val_loss: 0.0311773 | Time: 1744.74 ms
[2021-10-04 14:33:01 main:581] : INFO : Epoch 1566 | loss: 0.031127 | val_loss: 0.0311849 | Time: 1674.4 ms
[2021-10-04 14:33:02 main:581] : INFO : Epoch 1567 | loss: 0.0311288 | val_loss: 0.0311805 | Time: 1645.08 ms
[2021-10-04 14:33:04 main:581] : INFO : Epoch 1568 | loss: 0.031131 | val_loss: 0.0311799 | Time: 1547.02 ms
[2021-10-04 14:33:05 main:581] : INFO : Epoch 1569 | loss: 0.0311269 | val_loss: 0.0311822 | Time: 1623.5 ms
[2021-10-04 14:33:07 main:581] : INFO : Epoch 1570 | loss: 0.0311309 | val_loss: 0.031173 | Time: 1571.87 ms
[2021-10-04 14:33:09 main:581] : INFO : Epoch 1571 | loss: 0.0311313 | val_loss: 0.0311834 | Time: 1520.45 ms
[2021-10-04 14:33:10 main:581] : INFO : Epoch 1572 | loss: 0.031131 | val_loss: 0.0311858 | Time: 1627.54 ms
[2021-10-04 14:33:12 main:581] : INFO : Epoch 1573 | loss: 0.0311306 | val_loss: 0.0311764 | Time: 1610.47 ms
[2021-10-04 14:33:13 main:581] : INFO : Epoch 1574 | loss: 0.0311317 | val_loss: 0.0311795 | Time: 1655.74 ms
[2021-10-04 14:33:15 main:581] : INFO : Epoch 1575 | loss: 0.0311304 | val_loss: 0.031178 | Time: 1721.43 ms
[2021-10-04 14:33:17 main:581] : INFO : Epoch 1576 | loss: 0.0311286 | val_loss: 0.0311842 | Time: 1730.33 ms
[2021-10-04 14:33:19 main:581] : INFO : Epoch 1577 | loss: 0.031126 | val_loss: 0.0311762 | Time: 1749.56 ms
[2021-10-04 14:33:20 main:581] : INFO : Epoch 1578 | loss: 0.0311257 | val_loss: 0.0311847 | Time: 1822.23 ms
[2021-10-04 14:33:22 main:581] : INFO : Epoch 1579 | loss: 0.0311263 | val_loss: 0.0311819 | Time: 1636.75 ms
[2021-10-04 14:33:24 main:581] : INFO : Epoch 1580 | loss: 0.0311279 | val_loss: 0.0311793 | Time: 1652.3 ms
[2021-10-04 14:33:26 main:581] : INFO : Epoch 1581 | loss: 0.0311297 | val_loss: 0.031181 | Time: 1760.63 ms
[2021-10-04 14:33:27 main:581] : INFO : Epoch 1582 | loss: 0.0311271 | val_loss: 0.0311816 | Time: 1779.66 ms
[2021-10-04 14:33:29 main:581] : INFO : Epoch 1583 | loss: 0.031125 | val_loss: 0.0311763 | Time: 1694.35 ms
[2021-10-04 14:33:31 main:581] : INFO : Epoch 1584 | loss: 0.0311269 | val_loss: 0.0311747 | Time: 1618.04 ms
[2021-10-04 14:33:32 main:581] : INFO : Epoch 1585 | loss: 0.0311345 | val_loss: 0.0311776 | Time: 1713.78 ms
[2021-10-04 14:33:34 main:581] : INFO : Epoch 1586 | loss: 0.0311333 | val_loss: 0.0311774 | Time: 1620.37 ms
[2021-10-04 14:33:36 main:581] : INFO : Epoch 1587 | loss: 0.0311305 | val_loss: 0.0311739 | Time: 1670.47 ms
[2021-10-04 14:33:37 main:581] : INFO : Epoch 1588 | loss: 0.0311316 | val_loss: 0.0311815 | Time: 1783.92 ms
[2021-10-04 14:33:39 main:581] : INFO : Epoch 1589 | loss: 0.0311305 | val_loss: 0.0311899 | Time: 1772.36 ms
[2021-10-04 14:33:41 main:581] : INFO : Epoch 1590 | loss: 0.0311316 | val_loss: 0.031178 | Time: 1684.08 ms
[2021-10-04 14:33:43 main:581] : INFO : Epoch 1591 | loss: 0.0311279 | val_loss: 0.0311857 | Time: 1838.29 ms
[2021-10-04 14:33:44 main:581] : INFO : Epoch 1592 | loss: 0.0311246 | val_loss: 0.03118 | Time: 1754.79 ms
[2021-10-04 14:33:46 main:581] : INFO : Epoch 1593 | loss: 0.0311259 | val_loss: 0.0311751 | Time: 1671.61 ms
[2021-10-04 14:33:48 main:581] : INFO : Epoch 1594 | loss: 0.0311266 | val_loss: 0.0311817 | Time: 1577.57 ms
[2021-10-04 14:33:49 main:581] : INFO : Epoch 1595 | loss: 0.0311285 | val_loss: 0.0311823 | Time: 1658.53 ms
[2021-10-04 14:33:51 main:581] : INFO : Epoch 1596 | loss: 0.031127 | val_loss: 0.0311809 | Time: 1567.41 ms
[2021-10-04 14:33:53 main:581] : INFO : Epoch 1597 | loss: 0.0311279 | val_loss: 0.0311843 | Time: 1668.46 ms
[2021-10-04 14:33:54 main:581] : INFO : Epoch 1598 | loss: 0.0311285 | val_loss: 0.0311817 | Time: 1817.07 ms
[2021-10-04 14:33:56 main:581] : INFO : Epoch 1599 | loss: 0.0311263 | val_loss: 0.0311851 | Time: 1753.65 ms
[2021-10-04 14:33:58 main:581] : INFO : Epoch 1600 | loss: 0.0311262 | val_loss: 0.0311783 | Time: 1687.92 ms
[2021-10-04 14:33:59 main:581] : INFO : Epoch 1601 | loss: 0.0311277 | val_loss: 0.031185 | Time: 1644.69 ms
[2021-10-04 14:34:01 main:581] : INFO : Epoch 1602 | loss: 0.0311282 | val_loss: 0.0311789 | Time: 1691.42 ms
[2021-10-04 14:34:03 main:581] : INFO : Epoch 1603 | loss: 0.0311323 | val_loss: 0.0311818 | Time: 1701.83 ms
[2021-10-04 14:34:05 main:581] : INFO : Epoch 1604 | loss: 0.0311302 | val_loss: 0.031179 | Time: 1781.59 ms
[2021-10-04 14:34:06 main:581] : INFO : Epoch 1605 | loss: 0.0311272 | val_loss: 0.0311799 | Time: 1732.07 ms
[2021-10-04 14:34:08 main:581] : INFO : Epoch 1606 | loss: 0.0311345 | val_loss: 0.0311753 | Time: 1687.85 ms
[2021-10-04 14:34:10 main:581] : INFO : Epoch 1607 | loss: 0.0311268 | val_loss: 0.0311746 | Time: 1670.27 ms
[2021-10-04 14:34:11 main:581] : INFO : Epoch 1608 | loss: 0.0311288 | val_loss: 0.0311773 | Time: 1568.75 ms
[2021-10-04 14:34:13 main:581] : INFO : Epoch 1609 | loss: 0.0311273 | val_loss: 0.0311778 | Time: 1506.74 ms
[2021-10-04 14:34:14 main:581] : INFO : Epoch 1610 | loss: 0.0311251 | val_loss: 0.0311776 | Time: 1554.55 ms
[2021-10-04 14:34:16 main:581] : INFO : Epoch 1611 | loss: 0.0311271 | val_loss: 0.0311801 | Time: 1689.83 ms
[2021-10-04 14:34:18 main:581] : INFO : Epoch 1612 | loss: 0.0311359 | val_loss: 0.0311802 | Time: 1786.86 ms
[2021-10-04 14:34:20 main:581] : INFO : Epoch 1613 | loss: 0.0311303 | val_loss: 0.0311745 | Time: 1737.41 ms
[2021-10-04 14:34:21 main:581] : INFO : Epoch 1614 | loss: 0.0311292 | val_loss: 0.0311773 | Time: 1771.5 ms
[2021-10-04 14:34:23 main:581] : INFO : Epoch 1615 | loss: 0.0311324 | val_loss: 0.0311744 | Time: 1696.12 ms
[2021-10-04 14:34:25 main:581] : INFO : Epoch 1616 | loss: 0.0311277 | val_loss: 0.0311777 | Time: 1670.28 ms
[2021-10-04 14:34:26 main:581] : INFO : Epoch 1617 | loss: 0.0311325 | val_loss: 0.0311754 | Time: 1749.22 ms
[2021-10-04 14:34:28 main:581] : INFO : Epoch 1618 | loss: 0.0311266 | val_loss: 0.0311819 | Time: 1720.67 ms
[2021-10-04 14:34:30 main:581] : INFO : Epoch 1619 | loss: 0.0311282 | val_loss: 0.0311849 | Time: 1691.39 ms
[2021-10-04 14:34:32 main:581] : INFO : Epoch 1620 | loss: 0.031126 | val_loss: 0.0311887 | Time: 1807.26 ms
[2021-10-04 14:34:33 main:581] : INFO : Epoch 1621 | loss: 0.0311267 | val_loss: 0.0311793 | Time: 1751.01 ms
[2021-10-04 14:34:35 main:581] : INFO : Epoch 1622 | loss: 0.0311267 | val_loss: 0.0311791 | Time: 1646.13 ms
[2021-10-04 14:34:37 main:581] : INFO : Epoch 1623 | loss: 0.0311234 | val_loss: 0.0311804 | Time: 1619.11 ms
[2021-10-04 14:34:38 main:581] : INFO : Epoch 1624 | loss: 0.0311244 | val_loss: 0.0311759 | Time: 1578.99 ms
[2021-10-04 14:34:40 main:581] : INFO : Epoch 1625 | loss: 0.0311235 | val_loss: 0.031186 | Time: 1509.07 ms
[2021-10-04 14:34:41 main:581] : INFO : Epoch 1626 | loss: 0.0311239 | val_loss: 0.0311791 | Time: 1547.29 ms
[2021-10-04 14:34:43 main:581] : INFO : Epoch 1627 | loss: 0.0311242 | val_loss: 0.0311826 | Time: 1582.64 ms
[2021-10-04 14:34:45 main:581] : INFO : Epoch 1628 | loss: 0.0311215 | val_loss: 0.0311887 | Time: 1663.61 ms
[2021-10-04 14:34:46 main:581] : INFO : Epoch 1629 | loss: 0.0311219 | val_loss: 0.0311807 | Time: 1738.37 ms
[2021-10-04 14:34:48 main:581] : INFO : Epoch 1630 | loss: 0.0311207 | val_loss: 0.031185 | Time: 1707.68 ms
[2021-10-04 14:34:50 main:581] : INFO : Epoch 1631 | loss: 0.0311236 | val_loss: 0.0311804 | Time: 1776.44 ms
[2021-10-04 14:34:52 main:581] : INFO : Epoch 1632 | loss: 0.0311238 | val_loss: 0.0311836 | Time: 1745.06 ms
[2021-10-04 14:34:53 main:581] : INFO : Epoch 1633 | loss: 0.0311313 | val_loss: 0.0311766 | Time: 1699.9 ms
[2021-10-04 14:34:55 main:581] : INFO : Epoch 1634 | loss: 0.0311432 | val_loss: 0.0311714 | Time: 1697.42 ms
[2021-10-04 14:34:57 main:581] : INFO : Epoch 1635 | loss: 0.0311404 | val_loss: 0.0311802 | Time: 1686.33 ms
[2021-10-04 14:34:58 main:581] : INFO : Epoch 1636 | loss: 0.0311362 | val_loss: 0.0311749 | Time: 1711.8 ms
[2021-10-04 14:35:00 main:581] : INFO : Epoch 1637 | loss: 0.0311277 | val_loss: 0.031181 | Time: 1715.44 ms
[2021-10-04 14:35:02 main:581] : INFO : Epoch 1638 | loss: 0.0311259 | val_loss: 0.0311834 | Time: 1706.22 ms
[2021-10-04 14:35:03 main:581] : INFO : Epoch 1639 | loss: 0.0311382 | val_loss: 0.0311676 | Time: 1623.04 ms
[2021-10-04 14:35:05 main:581] : INFO : Epoch 1640 | loss: 0.0311376 | val_loss: 0.0311739 | Time: 1508.24 ms
[2021-10-04 14:35:07 main:581] : INFO : Epoch 1641 | loss: 0.0311328 | val_loss: 0.0311732 | Time: 1639.18 ms
[2021-10-04 14:35:08 main:581] : INFO : Epoch 1642 | loss: 0.0311293 | val_loss: 0.0311746 | Time: 1613.81 ms
[2021-10-04 14:35:10 main:581] : INFO : Epoch 1643 | loss: 0.0311288 | val_loss: 0.0311818 | Time: 1595.7 ms
[2021-10-04 14:35:11 main:581] : INFO : Epoch 1644 | loss: 0.0311273 | val_loss: 0.0311762 | Time: 1669.45 ms
[2021-10-04 14:35:13 main:581] : INFO : Epoch 1645 | loss: 0.0311265 | val_loss: 0.031182 | Time: 1771.45 ms
[2021-10-04 14:35:15 main:581] : INFO : Epoch 1646 | loss: 0.0311236 | val_loss: 0.0311763 | Time: 1734.59 ms
[2021-10-04 14:35:17 main:581] : INFO : Epoch 1647 | loss: 0.031126 | val_loss: 0.031179 | Time: 1597.99 ms
[2021-10-04 14:35:18 main:581] : INFO : Epoch 1648 | loss: 0.0311237 | val_loss: 0.0311848 | Time: 1763.68 ms
[2021-10-04 14:35:20 main:581] : INFO : Epoch 1649 | loss: 0.0311231 | val_loss: 0.0311765 | Time: 1784.27 ms
[2021-10-04 14:35:22 main:581] : INFO : Epoch 1650 | loss: 0.0311291 | val_loss: 0.031184 | Time: 1640.7 ms
[2021-10-04 14:35:23 main:581] : INFO : Epoch 1651 | loss: 0.0311216 | val_loss: 0.0311836 | Time: 1640.62 ms
[2021-10-04 14:35:25 main:581] : INFO : Epoch 1652 | loss: 0.031123 | val_loss: 0.0311806 | Time: 1764.24 ms
[2021-10-04 14:35:27 main:581] : INFO : Epoch 1653 | loss: 0.0311243 | val_loss: 0.0311759 | Time: 1714.65 ms
[2021-10-04 14:35:29 main:581] : INFO : Epoch 1654 | loss: 0.0311258 | val_loss: 0.0311779 | Time: 1686.1 ms
[2021-10-04 14:35:30 main:581] : INFO : Epoch 1655 | loss: 0.0311278 | val_loss: 0.0311839 | Time: 1658.66 ms
[2021-10-04 14:35:32 main:581] : INFO : Epoch 1656 | loss: 0.0311267 | val_loss: 0.0311801 | Time: 1727.63 ms
[2021-10-04 14:35:34 main:581] : INFO : Epoch 1657 | loss: 0.031127 | val_loss: 0.0311812 | Time: 1677.73 ms
[2021-10-04 14:35:35 main:581] : INFO : Epoch 1658 | loss: 0.0311294 | val_loss: 0.0311826 | Time: 1707.2 ms
[2021-10-04 14:35:37 main:581] : INFO : Epoch 1659 | loss: 0.031126 | val_loss: 0.0311894 | Time: 1741.55 ms
[2021-10-04 14:35:39 main:581] : INFO : Epoch 1660 | loss: 0.0311216 | val_loss: 0.0311821 | Time: 1765.24 ms
[2021-10-04 14:35:41 main:581] : INFO : Epoch 1661 | loss: 0.0311251 | val_loss: 0.0311831 | Time: 1746.25 ms
[2021-10-04 14:35:42 main:581] : INFO : Epoch 1662 | loss: 0.0311238 | val_loss: 0.0311874 | Time: 1626.45 ms
[2021-10-04 14:35:44 main:581] : INFO : Epoch 1663 | loss: 0.0311221 | val_loss: 0.0311843 | Time: 1720.38 ms
[2021-10-04 14:35:46 main:581] : INFO : Epoch 1664 | loss: 0.0311243 | val_loss: 0.0311835 | Time: 1780.66 ms
[2021-10-04 14:35:47 main:581] : INFO : Epoch 1665 | loss: 0.0311243 | val_loss: 0.0311887 | Time: 1559.93 ms
[2021-10-04 14:35:49 main:581] : INFO : Epoch 1666 | loss: 0.0311246 | val_loss: 0.0311906 | Time: 1591.26 ms
[2021-10-04 14:35:51 main:581] : INFO : Epoch 1667 | loss: 0.0311277 | val_loss: 0.0311856 | Time: 1772.08 ms
[2021-10-04 14:35:52 main:581] : INFO : Epoch 1668 | loss: 0.0311226 | val_loss: 0.0311841 | Time: 1748.62 ms
[2021-10-04 14:35:54 main:581] : INFO : Epoch 1669 | loss: 0.0311219 | val_loss: 0.0311878 | Time: 1661.49 ms
[2021-10-04 14:35:56 main:581] : INFO : Epoch 1670 | loss: 0.0311205 | val_loss: 0.0311857 | Time: 1500.5 ms
[2021-10-04 14:35:57 main:581] : INFO : Epoch 1671 | loss: 0.0311201 | val_loss: 0.0311882 | Time: 1499.92 ms
[2021-10-04 14:35:59 main:581] : INFO : Epoch 1672 | loss: 0.0311216 | val_loss: 0.0311826 | Time: 1617.43 ms
[2021-10-04 14:36:00 main:581] : INFO : Epoch 1673 | loss: 0.0311224 | val_loss: 0.0311829 | Time: 1757.48 ms
[2021-10-04 14:36:02 main:581] : INFO : Epoch 1674 | loss: 0.0311257 | val_loss: 0.0311874 | Time: 1739.22 ms
[2021-10-04 14:36:04 main:581] : INFO : Epoch 1675 | loss: 0.031122 | val_loss: 0.0311921 | Time: 1687.96 ms
[2021-10-04 14:36:06 main:581] : INFO : Epoch 1676 | loss: 0.031121 | val_loss: 0.031187 | Time: 1774.87 ms
[2021-10-04 14:36:07 main:581] : INFO : Epoch 1677 | loss: 0.0311206 | val_loss: 0.0311867 | Time: 1780.08 ms
[2021-10-04 14:36:09 main:581] : INFO : Epoch 1678 | loss: 0.0311228 | val_loss: 0.0311887 | Time: 1580.57 ms
[2021-10-04 14:36:11 main:581] : INFO : Epoch 1679 | loss: 0.0311203 | val_loss: 0.0311909 | Time: 1602.6 ms
[2021-10-04 14:36:12 main:581] : INFO : Epoch 1680 | loss: 0.0311183 | val_loss: 0.0311862 | Time: 1554.05 ms
[2021-10-04 14:36:14 main:581] : INFO : Epoch 1681 | loss: 0.0311197 | val_loss: 0.0312001 | Time: 1748.13 ms
[2021-10-04 14:36:16 main:581] : INFO : Epoch 1682 | loss: 0.0311208 | val_loss: 0.031187 | Time: 1822.27 ms
[2021-10-04 14:36:18 main:581] : INFO : Epoch 1683 | loss: 0.0311436 | val_loss: 0.0311866 | Time: 1837.59 ms
[2021-10-04 14:36:19 main:581] : INFO : Epoch 1684 | loss: 0.031147 | val_loss: 0.0311813 | Time: 1731.5 ms
[2021-10-04 14:36:21 main:581] : INFO : Epoch 1685 | loss: 0.0311395 | val_loss: 0.0311763 | Time: 1658.3 ms
[2021-10-04 14:36:23 main:581] : INFO : Epoch 1686 | loss: 0.0311369 | val_loss: 0.0311833 | Time: 1677.8 ms
[2021-10-04 14:36:24 main:581] : INFO : Epoch 1687 | loss: 0.0311322 | val_loss: 0.0311805 | Time: 1679.77 ms
[2021-10-04 14:36:26 main:581] : INFO : Epoch 1688 | loss: 0.0311285 | val_loss: 0.0311834 | Time: 1797.15 ms
[2021-10-04 14:36:28 main:581] : INFO : Epoch 1689 | loss: 0.0311254 | val_loss: 0.0311866 | Time: 1684.26 ms
[2021-10-04 14:36:30 main:581] : INFO : Epoch 1690 | loss: 0.031126 | val_loss: 0.0311821 | Time: 1738.68 ms
[2021-10-04 14:36:31 main:581] : INFO : Epoch 1691 | loss: 0.0311253 | val_loss: 0.0311924 | Time: 1752.86 ms
[2021-10-04 14:36:33 main:581] : INFO : Epoch 1692 | loss: 0.0311235 | val_loss: 0.0311807 | Time: 1630.2 ms
[2021-10-04 14:36:35 main:581] : INFO : Epoch 1693 | loss: 0.0311229 | val_loss: 0.0311914 | Time: 1671.28 ms
[2021-10-04 14:36:36 main:581] : INFO : Epoch 1694 | loss: 0.031124 | val_loss: 0.0311925 | Time: 1577.02 ms
[2021-10-04 14:36:38 main:581] : INFO : Epoch 1695 | loss: 0.0311262 | val_loss: 0.031185 | Time: 1579.26 ms
[2021-10-04 14:36:39 main:581] : INFO : Epoch 1696 | loss: 0.0311233 | val_loss: 0.0311821 | Time: 1616.03 ms
[2021-10-04 14:36:41 main:581] : INFO : Epoch 1697 | loss: 0.0311224 | val_loss: 0.0311837 | Time: 1677.73 ms
[2021-10-04 14:36:43 main:581] : INFO : Epoch 1698 | loss: 0.031123 | val_loss: 0.0311931 | Time: 1811.49 ms
[2021-10-04 14:36:45 main:581] : INFO : Epoch 1699 | loss: 0.0311226 | val_loss: 0.0311921 | Time: 1727.86 ms
[2021-10-04 14:36:46 main:581] : INFO : Epoch 1700 | loss: 0.0311224 | val_loss: 0.0311911 | Time: 1601.34 ms
[2021-10-04 14:36:48 main:581] : INFO : Epoch 1701 | loss: 0.0311221 | val_loss: 0.0311902 | Time: 1709.14 ms
[2021-10-04 14:36:50 main:581] : INFO : Epoch 1702 | loss: 0.0311223 | val_loss: 0.0311916 | Time: 1727.75 ms
[2021-10-04 14:36:51 main:581] : INFO : Epoch 1703 | loss: 0.0311178 | val_loss: 0.0311894 | Time: 1672.71 ms
[2021-10-04 14:36:53 main:581] : INFO : Epoch 1704 | loss: 0.0311191 | val_loss: 0.0311949 | Time: 1704.35 ms
[2021-10-04 14:36:55 main:581] : INFO : Epoch 1705 | loss: 0.0311236 | val_loss: 0.0311805 | Time: 1724.89 ms
[2021-10-04 14:36:56 main:581] : INFO : Epoch 1706 | loss: 0.0311321 | val_loss: 0.0311793 | Time: 1573.63 ms
[2021-10-04 14:36:58 main:581] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311884 | Time: 1665.93 ms
[2021-10-04 14:36:59 main:581] : INFO : Epoch 1708 | loss: 0.0311225 | val_loss: 0.0311834 | Time: 1535.26 ms
[2021-10-04 14:37:01 main:581] : INFO : Epoch 1709 | loss: 0.0311189 | val_loss: 0.0311845 | Time: 1607.78 ms
[2021-10-04 14:37:03 main:581] : INFO : Epoch 1710 | loss: 0.0311212 | val_loss: 0.0311882 | Time: 1544.85 ms
[2021-10-04 14:37:04 main:581] : INFO : Epoch 1711 | loss: 0.0311235 | val_loss: 0.0311861 | Time: 1657.26 ms
[2021-10-04 14:37:06 main:581] : INFO : Epoch 1712 | loss: 0.0311268 | val_loss: 0.0311888 | Time: 1702.82 ms
[2021-10-04 14:37:08 main:581] : INFO : Epoch 1713 | loss: 0.0311303 | val_loss: 0.0311795 | Time: 1679.01 ms
[2021-10-04 14:37:09 main:581] : INFO : Epoch 1714 | loss: 0.0311248 | val_loss: 0.031181 | Time: 1739.17 ms
[2021-10-04 14:37:11 main:581] : INFO : Epoch 1715 | loss: 0.0311215 | val_loss: 0.0311895 | Time: 1769.4 ms
[2021-10-04 14:37:13 main:581] : INFO : Epoch 1716 | loss: 0.0311258 | val_loss: 0.0311779 | Time: 1679.59 ms
[2021-10-04 14:37:15 main:581] : INFO : Epoch 1717 | loss: 0.0311254 | val_loss: 0.0311828 | Time: 1710.83 ms
[2021-10-04 14:37:16 main:581] : INFO : Epoch 1718 | loss: 0.0311234 | val_loss: 0.0311863 | Time: 1716.34 ms
[2021-10-04 14:37:18 main:581] : INFO : Epoch 1719 | loss: 0.0311295 | val_loss: 0.0311791 | Time: 1531.56 ms
[2021-10-04 14:37:19 main:581] : INFO : Epoch 1720 | loss: 0.0311316 | val_loss: 0.0311772 | Time: 1569.86 ms
[2021-10-04 14:37:21 main:581] : INFO : Epoch 1721 | loss: 0.0311286 | val_loss: 0.0311837 | Time: 1635.69 ms
[2021-10-04 14:37:23 main:581] : INFO : Epoch 1722 | loss: 0.0311245 | val_loss: 0.0311855 | Time: 1640.92 ms
[2021-10-04 14:37:24 main:581] : INFO : Epoch 1723 | loss: 0.0311273 | val_loss: 0.0311858 | Time: 1562.19 ms
[2021-10-04 14:37:26 main:581] : INFO : Epoch 1724 | loss: 0.0311218 | val_loss: 0.0311827 | Time: 1673.73 ms
[2021-10-04 14:37:28 main:581] : INFO : Epoch 1725 | loss: 0.0311195 | val_loss: 0.0311842 | Time: 1745.38 ms
[2021-10-04 14:37:29 main:581] : INFO : Epoch 1726 | loss: 0.0311195 | val_loss: 0.0311875 | Time: 1630.08 ms
[2021-10-04 14:37:31 main:581] : INFO : Epoch 1727 | loss: 0.031121 | val_loss: 0.0311869 | Time: 1718.71 ms
[2021-10-04 14:37:33 main:581] : INFO : Epoch 1728 | loss: 0.0311198 | val_loss: 0.031187 | Time: 1752.1 ms
[2021-10-04 14:37:34 main:581] : INFO : Epoch 1729 | loss: 0.0311239 | val_loss: 0.0311843 | Time: 1704.63 ms
[2021-10-04 14:37:36 main:581] : INFO : Epoch 1730 | loss: 0.0311224 | val_loss: 0.0311825 | Time: 1727.8 ms
[2021-10-04 14:37:38 main:581] : INFO : Epoch 1731 | loss: 0.0311193 | val_loss: 0.0311994 | Time: 1678.78 ms
[2021-10-04 14:37:40 main:581] : INFO : Epoch 1732 | loss: 0.0311207 | val_loss: 0.0311818 | Time: 1734.17 ms
[2021-10-04 14:37:41 main:581] : INFO : Epoch 1733 | loss: 0.0311216 | val_loss: 0.0311853 | Time: 1628.53 ms
[2021-10-04 14:37:43 main:581] : INFO : Epoch 1734 | loss: 0.0311207 | val_loss: 0.0311806 | Time: 1635.75 ms
[2021-10-04 14:37:44 main:581] : INFO : Epoch 1735 | loss: 0.031125 | val_loss: 0.0311875 | Time: 1600.05 ms
[2021-10-04 14:37:46 main:581] : INFO : Epoch 1736 | loss: 0.0311213 | val_loss: 0.0311939 | Time: 1676.32 ms
[2021-10-04 14:37:48 main:581] : INFO : Epoch 1737 | loss: 0.0311174 | val_loss: 0.0311825 | Time: 1577.38 ms
[2021-10-04 14:37:49 main:581] : INFO : Epoch 1738 | loss: 0.0311187 | val_loss: 0.0311853 | Time: 1738.64 ms
[2021-10-04 14:37:51 main:581] : INFO : Epoch 1739 | loss: 0.0311198 | val_loss: 0.0311836 | Time: 1806.33 ms
[2021-10-04 14:37:53 main:581] : INFO : Epoch 1740 | loss: 0.031118 | val_loss: 0.0311839 | Time: 1722.05 ms
[2021-10-04 14:37:55 main:581] : INFO : Epoch 1741 | loss: 0.0311201 | val_loss: 0.0311792 | Time: 1746.39 ms
[2021-10-04 14:37:57 main:581] : INFO : Epoch 1742 | loss: 0.0311165 | val_loss: 0.031192 | Time: 1801.17 ms
[2021-10-04 14:37:58 main:581] : INFO : Epoch 1743 | loss: 0.031119 | val_loss: 0.0311868 | Time: 1618.96 ms
[2021-10-04 14:38:00 main:581] : INFO : Epoch 1744 | loss: 0.0311196 | val_loss: 0.031191 | Time: 1505.6 ms
[2021-10-04 14:38:01 main:581] : INFO : Epoch 1745 | loss: 0.0311211 | val_loss: 0.0311951 | Time: 1773.98 ms
[2021-10-04 14:38:03 main:581] : INFO : Epoch 1746 | loss: 0.0311203 | val_loss: 0.0311854 | Time: 1747.73 ms
[2021-10-04 14:38:05 main:581] : INFO : Epoch 1747 | loss: 0.0311184 | val_loss: 0.0311843 | Time: 1700.92 ms
[2021-10-04 14:38:07 main:581] : INFO : Epoch 1748 | loss: 0.0311208 | val_loss: 0.0311882 | Time: 1604.02 ms
[2021-10-04 14:38:08 main:581] : INFO : Epoch 1749 | loss: 0.0311213 | val_loss: 0.03119 | Time: 1588.24 ms
[2021-10-04 14:38:10 main:581] : INFO : Epoch 1750 | loss: 0.0311193 | val_loss: 0.0311901 | Time: 1610.78 ms
[2021-10-04 14:38:11 main:581] : INFO : Epoch 1751 | loss: 0.0311177 | val_loss: 0.0311963 | Time: 1741.12 ms
[2021-10-04 14:38:13 main:581] : INFO : Epoch 1752 | loss: 0.0311205 | val_loss: 0.0311842 | Time: 1738.69 ms
[2021-10-04 14:38:15 main:581] : INFO : Epoch 1753 | loss: 0.0311193 | val_loss: 0.0311957 | Time: 1741.13 ms
[2021-10-04 14:38:17 main:581] : INFO : Epoch 1754 | loss: 0.0311192 | val_loss: 0.0311972 | Time: 1700.42 ms
[2021-10-04 14:38:18 main:581] : INFO : Epoch 1755 | loss: 0.0311195 | val_loss: 0.0311814 | Time: 1834.32 ms
[2021-10-04 14:38:20 main:581] : INFO : Epoch 1756 | loss: 0.0311185 | val_loss: 0.0311844 | Time: 1632.55 ms
[2021-10-04 14:38:22 main:581] : INFO : Epoch 1757 | loss: 0.0311184 | val_loss: 0.0311964 | Time: 1614.25 ms
[2021-10-04 14:38:23 main:581] : INFO : Epoch 1758 | loss: 0.031116 | val_loss: 0.0311903 | Time: 1556.55 ms
[2021-10-04 14:38:25 main:581] : INFO : Epoch 1759 | loss: 0.031118 | val_loss: 0.031193 | Time: 1657.35 ms
[2021-10-04 14:38:27 main:581] : INFO : Epoch 1760 | loss: 0.031123 | val_loss: 0.0311887 | Time: 1726.78 ms
[2021-10-04 14:38:28 main:581] : INFO : Epoch 1761 | loss: 0.0311231 | val_loss: 0.0311873 | Time: 1610.76 ms
[2021-10-04 14:38:30 main:581] : INFO : Epoch 1762 | loss: 0.0311187 | val_loss: 0.0311895 | Time: 1629.47 ms
[2021-10-04 14:38:32 main:581] : INFO : Epoch 1763 | loss: 0.0311186 | val_loss: 0.0311873 | Time: 1655.86 ms
[2021-10-04 14:38:33 main:581] : INFO : Epoch 1764 | loss: 0.031122 | val_loss: 0.0311856 | Time: 1760.34 ms
[2021-10-04 14:38:35 main:581] : INFO : Epoch 1765 | loss: 0.0311204 | val_loss: 0.0311804 | Time: 1764.07 ms
[2021-10-04 14:38:37 main:581] : INFO : Epoch 1766 | loss: 0.0311174 | val_loss: 0.0311843 | Time: 1707.57 ms
[2021-10-04 14:38:39 main:581] : INFO : Epoch 1767 | loss: 0.0311157 | val_loss: 0.0311924 | Time: 1760.77 ms
[2021-10-04 14:38:40 main:581] : INFO : Epoch 1768 | loss: 0.0311213 | val_loss: 0.0311914 | Time: 1622.9 ms
[2021-10-04 14:38:42 main:581] : INFO : Epoch 1769 | loss: 0.0311196 | val_loss: 0.0311864 | Time: 1655.77 ms
[2021-10-04 14:38:44 main:581] : INFO : Epoch 1770 | loss: 0.0311186 | val_loss: 0.0311843 | Time: 1697.27 ms
[2021-10-04 14:38:45 main:581] : INFO : Epoch 1771 | loss: 0.0311156 | val_loss: 0.031192 | Time: 1780.28 ms
[2021-10-04 14:38:47 main:581] : INFO : Epoch 1772 | loss: 0.0311199 | val_loss: 0.0311795 | Time: 1664.76 ms
[2021-10-04 14:38:49 main:581] : INFO : Epoch 1773 | loss: 0.0311261 | val_loss: 0.0311992 | Time: 1580.37 ms
[2021-10-04 14:38:50 main:581] : INFO : Epoch 1774 | loss: 0.0311229 | val_loss: 0.0311877 | Time: 1672.02 ms
[2021-10-04 14:38:52 main:581] : INFO : Epoch 1775 | loss: 0.0311188 | val_loss: 0.0311931 | Time: 1678.49 ms
[2021-10-04 14:38:54 main:581] : INFO : Epoch 1776 | loss: 0.0311178 | val_loss: 0.0311912 | Time: 1780.74 ms
[2021-10-04 14:38:55 main:581] : INFO : Epoch 1777 | loss: 0.0311246 | val_loss: 0.0311876 | Time: 1639.21 ms
[2021-10-04 14:38:57 main:581] : INFO : Epoch 1778 | loss: 0.0311219 | val_loss: 0.0311923 | Time: 1603.67 ms
[2021-10-04 14:38:59 main:581] : INFO : Epoch 1779 | loss: 0.0311166 | val_loss: 0.0311941 | Time: 1644.9 ms
[2021-10-04 14:39:00 main:581] : INFO : Epoch 1780 | loss: 0.031117 | val_loss: 0.0311896 | Time: 1578.16 ms
[2021-10-04 14:39:02 main:581] : INFO : Epoch 1781 | loss: 0.0311147 | val_loss: 0.0311921 | Time: 1690.03 ms
[2021-10-04 14:39:04 main:581] : INFO : Epoch 1782 | loss: 0.0311229 | val_loss: 0.0311952 | Time: 1673.89 ms
[2021-10-04 14:39:05 main:581] : INFO : Epoch 1783 | loss: 0.0311282 | val_loss: 0.0311852 | Time: 1809.4 ms
[2021-10-04 14:39:07 main:581] : INFO : Epoch 1784 | loss: 0.0311202 | val_loss: 0.0311824 | Time: 1673.89 ms
[2021-10-04 14:39:09 main:581] : INFO : Epoch 1785 | loss: 0.0311163 | val_loss: 0.0311989 | Time: 1786.12 ms
[2021-10-04 14:39:10 main:581] : INFO : Epoch 1786 | loss: 0.0311162 | val_loss: 0.031184 | Time: 1660.09 ms
[2021-10-04 14:39:12 main:581] : INFO : Epoch 1787 | loss: 0.031115 | val_loss: 0.0311878 | Time: 1620.47 ms
[2021-10-04 14:39:14 main:581] : INFO : Epoch 1788 | loss: 0.0311189 | val_loss: 0.0311879 | Time: 1670.35 ms
[2021-10-04 14:39:15 main:581] : INFO : Epoch 1789 | loss: 0.0311179 | val_loss: 0.0311859 | Time: 1531.43 ms
[2021-10-04 14:39:17 main:581] : INFO : Epoch 1790 | loss: 0.0311191 | val_loss: 0.0311872 | Time: 1589.41 ms
[2021-10-04 14:39:18 main:581] : INFO : Epoch 1791 | loss: 0.031131 | val_loss: 0.0311792 | Time: 1643.12 ms
[2021-10-04 14:39:20 main:581] : INFO : Epoch 1792 | loss: 0.0311255 | val_loss: 0.0311841 | Time: 1646.85 ms
[2021-10-04 14:39:22 main:581] : INFO : Epoch 1793 | loss: 0.0311269 | val_loss: 0.03119 | Time: 1764.91 ms
[2021-10-04 14:39:24 main:581] : INFO : Epoch 1794 | loss: 0.0311207 | val_loss: 0.0311927 | Time: 1731.07 ms
[2021-10-04 14:39:25 main:581] : INFO : Epoch 1795 | loss: 0.0311206 | val_loss: 0.0311839 | Time: 1701.81 ms
[2021-10-04 14:39:27 main:581] : INFO : Epoch 1796 | loss: 0.0311248 | val_loss: 0.0311898 | Time: 1704.74 ms
[2021-10-04 14:39:29 main:581] : INFO : Epoch 1797 | loss: 0.0311187 | val_loss: 0.0311838 | Time: 1739.26 ms
[2021-10-04 14:39:30 main:581] : INFO : Epoch 1798 | loss: 0.0311145 | val_loss: 0.0311888 | Time: 1684.19 ms
[2021-10-04 14:39:32 main:581] : INFO : Epoch 1799 | loss: 0.0311172 | val_loss: 0.031186 | Time: 1639.56 ms
[2021-10-04 14:39:34 main:581] : INFO : Epoch 1800 | loss: 0.0311166 | val_loss: 0.031191 | Time: 1624.92 ms
[2021-10-04 14:39:35 main:581] : INFO : Epoch 1801 | loss: 0.0311155 | val_loss: 0.0311896 | Time: 1535.12 ms
[2021-10-04 14:39:37 main:581] : INFO : Epoch 1802 | loss: 0.0311201 | val_loss: 0.0311924 | Time: 1594.44 ms
[2021-10-04 14:39:39 main:581] : INFO : Epoch 1803 | loss: 0.0311165 | val_loss: 0.0311902 | Time: 1688.89 ms
[2021-10-04 14:39:40 main:581] : INFO : Epoch 1804 | loss: 0.0311192 | val_loss: 0.0312014 | Time: 1666.12 ms
[2021-10-04 14:39:42 main:581] : INFO : Epoch 1805 | loss: 0.0311265 | val_loss: 0.0311838 | Time: 1860.73 ms
[2021-10-04 14:39:44 main:581] : INFO : Epoch 1806 | loss: 0.03112 | val_loss: 0.0311822 | Time: 1526.79 ms
[2021-10-04 14:39:45 main:581] : INFO : Epoch 1807 | loss: 0.0311166 | val_loss: 0.0311856 | Time: 1563.3 ms
[2021-10-04 14:39:47 main:581] : INFO : Epoch 1808 | loss: 0.0311181 | val_loss: 0.0311907 | Time: 1731.87 ms
[2021-10-04 14:39:49 main:581] : INFO : Epoch 1809 | loss: 0.0311165 | val_loss: 0.0311871 | Time: 1607.21 ms
[2021-10-04 14:39:50 main:581] : INFO : Epoch 1810 | loss: 0.0311168 | val_loss: 0.0311935 | Time: 1697.29 ms
[2021-10-04 14:39:52 main:581] : INFO : Epoch 1811 | loss: 0.0311169 | val_loss: 0.0311841 | Time: 1576.68 ms
[2021-10-04 14:39:53 main:581] : INFO : Epoch 1812 | loss: 0.0311148 | val_loss: 0.0311915 | Time: 1619.6 ms
[2021-10-04 14:39:55 main:581] : INFO : Epoch 1813 | loss: 0.0311164 | val_loss: 0.0311886 | Time: 1778.24 ms
[2021-10-04 14:39:57 main:581] : INFO : Epoch 1814 | loss: 0.0311202 | val_loss: 0.0311757 | Time: 1819.83 ms
[2021-10-04 14:39:59 main:581] : INFO : Epoch 1815 | loss: 0.0311184 | val_loss: 0.0311939 | Time: 1663.81 ms
[2021-10-04 14:40:00 main:581] : INFO : Epoch 1816 | loss: 0.0311164 | val_loss: 0.0311846 | Time: 1706.92 ms
[2021-10-04 14:40:02 main:581] : INFO : Epoch 1817 | loss: 0.0311153 | val_loss: 0.0311799 | Time: 1624.59 ms
[2021-10-04 14:40:04 main:581] : INFO : Epoch 1818 | loss: 0.0311151 | val_loss: 0.0311887 | Time: 1570.77 ms
[2021-10-04 14:40:05 main:581] : INFO : Epoch 1819 | loss: 0.0311159 | val_loss: 0.0311835 | Time: 1590.75 ms
[2021-10-04 14:40:07 main:581] : INFO : Epoch 1820 | loss: 0.0311363 | val_loss: 0.031181 | Time: 1786.92 ms
[2021-10-04 14:40:09 main:581] : INFO : Epoch 1821 | loss: 0.03113 | val_loss: 0.0311807 | Time: 1720.05 ms
[2021-10-04 14:40:10 main:581] : INFO : Epoch 1822 | loss: 0.0311227 | val_loss: 0.0311782 | Time: 1616.06 ms
[2021-10-04 14:40:12 main:581] : INFO : Epoch 1823 | loss: 0.0311223 | val_loss: 0.0311817 | Time: 1621.1 ms
[2021-10-04 14:40:14 main:581] : INFO : Epoch 1824 | loss: 0.0311226 | val_loss: 0.0311836 | Time: 1659.62 ms
[2021-10-04 14:40:15 main:581] : INFO : Epoch 1825 | loss: 0.0311279 | val_loss: 0.0311787 | Time: 1718.01 ms
[2021-10-04 14:40:17 main:581] : INFO : Epoch 1826 | loss: 0.0311219 | val_loss: 0.0311843 | Time: 1741.51 ms
[2021-10-04 14:40:19 main:581] : INFO : Epoch 1827 | loss: 0.0311211 | val_loss: 0.0311915 | Time: 1547.23 ms
[2021-10-04 14:40:20 main:581] : INFO : Epoch 1828 | loss: 0.0311189 | val_loss: 0.0311923 | Time: 1626.91 ms
[2021-10-04 14:40:22 main:581] : INFO : Epoch 1829 | loss: 0.0311188 | val_loss: 0.0311836 | Time: 1636.43 ms
[2021-10-04 14:40:23 main:581] : INFO : Epoch 1830 | loss: 0.0311215 | val_loss: 0.0311801 | Time: 1565.9 ms
[2021-10-04 14:40:25 main:581] : INFO : Epoch 1831 | loss: 0.0311178 | val_loss: 0.0311888 | Time: 1721.27 ms
[2021-10-04 14:40:27 main:581] : INFO : Epoch 1832 | loss: 0.0311149 | val_loss: 0.0311862 | Time: 1721.4 ms
[2021-10-04 14:40:28 main:581] : INFO : Epoch 1833 | loss: 0.0311126 | val_loss: 0.0311866 | Time: 1586.32 ms
[2021-10-04 14:40:30 main:581] : INFO : Epoch 1834 | loss: 0.0311132 | val_loss: 0.0311863 | Time: 1770.85 ms
[2021-10-04 14:40:32 main:581] : INFO : Epoch 1835 | loss: 0.0311143 | val_loss: 0.0311851 | Time: 1739.69 ms
[2021-10-04 14:40:34 main:581] : INFO : Epoch 1836 | loss: 0.031113 | val_loss: 0.0311875 | Time: 1627.6 ms
[2021-10-04 14:40:35 main:581] : INFO : Epoch 1837 | loss: 0.0311141 | val_loss: 0.0311864 | Time: 1686.06 ms
[2021-10-04 14:40:37 main:581] : INFO : Epoch 1838 | loss: 0.0311177 | val_loss: 0.0311903 | Time: 1577.23 ms
[2021-10-04 14:40:38 main:581] : INFO : Epoch 1839 | loss: 0.0311224 | val_loss: 0.031183 | Time: 1502.92 ms
[2021-10-04 14:40:40 main:581] : INFO : Epoch 1840 | loss: 0.0311147 | val_loss: 0.0311903 | Time: 1674.25 ms
[2021-10-04 14:40:42 main:581] : INFO : Epoch 1841 | loss: 0.031121 | val_loss: 0.0311851 | Time: 1660.82 ms
[2021-10-04 14:40:44 main:581] : INFO : Epoch 1842 | loss: 0.0311199 | val_loss: 0.031187 | Time: 1821.35 ms
[2021-10-04 14:40:45 main:581] : INFO : Epoch 1843 | loss: 0.0311202 | val_loss: 0.0311816 | Time: 1601.55 ms
[2021-10-04 14:40:47 main:581] : INFO : Epoch 1844 | loss: 0.0311174 | val_loss: 0.0311849 | Time: 1692.74 ms
[2021-10-04 14:40:49 main:581] : INFO : Epoch 1845 | loss: 0.0311187 | val_loss: 0.0311882 | Time: 1793.49 ms
[2021-10-04 14:40:50 main:581] : INFO : Epoch 1846 | loss: 0.0311175 | val_loss: 0.0311832 | Time: 1585.76 ms
[2021-10-04 14:40:52 main:581] : INFO : Epoch 1847 | loss: 0.0311141 | val_loss: 0.0311857 | Time: 1667.62 ms
[2021-10-04 14:40:53 main:581] : INFO : Epoch 1848 | loss: 0.0311152 | val_loss: 0.0311925 | Time: 1567.33 ms
[2021-10-04 14:40:55 main:581] : INFO : Epoch 1849 | loss: 0.0311167 | val_loss: 0.0311902 | Time: 1602.85 ms
[2021-10-04 14:40:57 main:581] : INFO : Epoch 1850 | loss: 0.0311189 | val_loss: 0.0311766 | Time: 1566.77 ms
[2021-10-04 14:40:58 main:581] : INFO : Epoch 1851 | loss: 0.031119 | val_loss: 0.0311881 | Time: 1735.57 ms
[2021-10-04 14:41:00 main:581] : INFO : Epoch 1852 | loss: 0.0311179 | val_loss: 0.0311784 | Time: 1721.31 ms
[2021-10-04 14:41:02 main:581] : INFO : Epoch 1853 | loss: 0.03112 | val_loss: 0.0311786 | Time: 1570.25 ms
[2021-10-04 14:41:03 main:581] : INFO : Epoch 1854 | loss: 0.0311197 | val_loss: 0.0311957 | Time: 1774.61 ms
[2021-10-04 14:41:05 main:581] : INFO : Epoch 1855 | loss: 0.0311164 | val_loss: 0.031183 | Time: 1618.7 ms
[2021-10-04 14:41:07 main:581] : INFO : Epoch 1856 | loss: 0.0311152 | val_loss: 0.0311894 | Time: 1589.61 ms
[2021-10-04 14:41:08 main:581] : INFO : Epoch 1857 | loss: 0.0311173 | val_loss: 0.0311835 | Time: 1583.45 ms
[2021-10-04 14:41:10 main:581] : INFO : Epoch 1858 | loss: 0.0311151 | val_loss: 0.0311949 | Time: 1567.17 ms
[2021-10-04 14:41:11 main:581] : INFO : Epoch 1859 | loss: 0.0311148 | val_loss: 0.0311938 | Time: 1636.12 ms
[2021-10-04 14:41:13 main:581] : INFO : Epoch 1860 | loss: 0.0311189 | val_loss: 0.0311899 | Time: 1791.01 ms
[2021-10-04 14:41:15 main:581] : INFO : Epoch 1861 | loss: 0.0311156 | val_loss: 0.0311878 | Time: 1722.43 ms
[2021-10-04 14:41:17 main:581] : INFO : Epoch 1862 | loss: 0.0311144 | val_loss: 0.0311852 | Time: 1657.47 ms
[2021-10-04 14:41:18 main:581] : INFO : Epoch 1863 | loss: 0.0311107 | val_loss: 0.031187 | Time: 1639.23 ms
[2021-10-04 14:41:20 main:581] : INFO : Epoch 1864 | loss: 0.0311306 | val_loss: 0.0311911 | Time: 1751.14 ms
[2021-10-04 14:41:22 main:581] : INFO : Epoch 1865 | loss: 0.0311291 | val_loss: 0.0311875 | Time: 1652.1 ms
[2021-10-04 14:41:23 main:581] : INFO : Epoch 1866 | loss: 0.0311232 | val_loss: 0.0311833 | Time: 1570.78 ms
[2021-10-04 14:41:25 main:581] : INFO : Epoch 1867 | loss: 0.0311224 | val_loss: 0.0311776 | Time: 1672.18 ms
[2021-10-04 14:41:26 main:581] : INFO : Epoch 1868 | loss: 0.0311201 | val_loss: 0.0311896 | Time: 1609.66 ms
[2021-10-04 14:41:28 main:581] : INFO : Epoch 1869 | loss: 0.0311144 | val_loss: 0.0311819 | Time: 1732.38 ms
[2021-10-04 14:41:30 main:581] : INFO : Epoch 1870 | loss: 0.0311133 | val_loss: 0.0311914 | Time: 1809.62 ms
[2021-10-04 14:41:32 main:581] : INFO : Epoch 1871 | loss: 0.031113 | val_loss: 0.0311897 | Time: 1723.49 ms
[2021-10-04 14:41:33 main:581] : INFO : Epoch 1872 | loss: 0.0311136 | val_loss: 0.0311879 | Time: 1618.76 ms
[2021-10-04 14:41:35 main:581] : INFO : Epoch 1873 | loss: 0.0311122 | val_loss: 0.0311859 | Time: 1654.12 ms
[2021-10-04 14:41:37 main:581] : INFO : Epoch 1874 | loss: 0.0311116 | val_loss: 0.031182 | Time: 1655.62 ms
[2021-10-04 14:41:38 main:581] : INFO : Epoch 1875 | loss: 0.0311124 | val_loss: 0.0311878 | Time: 1707.26 ms
[2021-10-04 14:41:40 main:581] : INFO : Epoch 1876 | loss: 0.0311123 | val_loss: 0.0311838 | Time: 1780.19 ms
[2021-10-04 14:41:42 main:581] : INFO : Epoch 1877 | loss: 0.0311127 | val_loss: 0.0311909 | Time: 1646.51 ms
[2021-10-04 14:41:43 main:581] : INFO : Epoch 1878 | loss: 0.0311149 | val_loss: 0.031192 | Time: 1573.83 ms
[2021-10-04 14:41:45 main:581] : INFO : Epoch 1879 | loss: 0.0311127 | val_loss: 0.0311878 | Time: 1766.95 ms
[2021-10-04 14:41:47 main:581] : INFO : Epoch 1880 | loss: 0.0311106 | val_loss: 0.0311889 | Time: 1682.61 ms
[2021-10-04 14:41:49 main:581] : INFO : Epoch 1881 | loss: 0.0311088 | val_loss: 0.0311915 | Time: 1769.57 ms
[2021-10-04 14:41:50 main:581] : INFO : Epoch 1882 | loss: 0.0311112 | val_loss: 0.0311908 | Time: 1599.38 ms
[2021-10-04 14:41:52 main:581] : INFO : Epoch 1883 | loss: 0.0311117 | val_loss: 0.0311894 | Time: 1636.34 ms
[2021-10-04 14:41:53 main:581] : INFO : Epoch 1884 | loss: 0.0311139 | val_loss: 0.0311908 | Time: 1613.04 ms
[2021-10-04 14:41:55 main:581] : INFO : Epoch 1885 | loss: 0.0311129 | val_loss: 0.0311925 | Time: 1551.74 ms
[2021-10-04 14:41:57 main:581] : INFO : Epoch 1886 | loss: 0.0311099 | val_loss: 0.0311944 | Time: 1652.82 ms
[2021-10-04 14:41:58 main:581] : INFO : Epoch 1887 | loss: 0.0311127 | val_loss: 0.0311844 | Time: 1663.59 ms
[2021-10-04 14:42:00 main:581] : INFO : Epoch 1888 | loss: 0.031109 | val_loss: 0.0311895 | Time: 1606.24 ms
[2021-10-04 14:42:02 main:581] : INFO : Epoch 1889 | loss: 0.0311429 | val_loss: 0.031178 | Time: 1737.87 ms
[2021-10-04 14:42:03 main:581] : INFO : Epoch 1890 | loss: 0.0311435 | val_loss: 0.0311734 | Time: 1681.69 ms
[2021-10-04 14:42:05 main:581] : INFO : Epoch 1891 | loss: 0.031137 | val_loss: 0.0311728 | Time: 1696.19 ms
[2021-10-04 14:42:07 main:581] : INFO : Epoch 1892 | loss: 0.0311354 | val_loss: 0.0311808 | Time: 1657.35 ms
[2021-10-04 14:42:08 main:581] : INFO : Epoch 1893 | loss: 0.0311311 | val_loss: 0.0311784 | Time: 1575.28 ms
[2021-10-04 14:42:10 main:581] : INFO : Epoch 1894 | loss: 0.0311238 | val_loss: 0.0311846 | Time: 1604.17 ms
[2021-10-04 14:42:11 main:581] : INFO : Epoch 1895 | loss: 0.0311227 | val_loss: 0.0311801 | Time: 1550.15 ms
[2021-10-04 14:42:13 main:581] : INFO : Epoch 1896 | loss: 0.0311225 | val_loss: 0.0311795 | Time: 1621.31 ms
[2021-10-04 14:42:15 main:581] : INFO : Epoch 1897 | loss: 0.03112 | val_loss: 0.0311772 | Time: 1560.69 ms
[2021-10-04 14:42:16 main:581] : INFO : Epoch 1898 | loss: 0.0311169 | val_loss: 0.0311866 | Time: 1656.2 ms
[2021-10-04 14:42:18 main:581] : INFO : Epoch 1899 | loss: 0.0311193 | val_loss: 0.0311848 | Time: 1762.19 ms
[2021-10-04 14:42:20 main:581] : INFO : Epoch 1900 | loss: 0.0311174 | val_loss: 0.0311875 | Time: 1699.49 ms
[2021-10-04 14:42:21 main:581] : INFO : Epoch 1901 | loss: 0.0311192 | val_loss: 0.0311798 | Time: 1703.59 ms
[2021-10-04 14:42:23 main:581] : INFO : Epoch 1902 | loss: 0.0311163 | val_loss: 0.0311935 | Time: 1489.17 ms
[2021-10-04 14:42:24 main:581] : INFO : Epoch 1903 | loss: 0.0311116 | val_loss: 0.0311868 | Time: 1551.91 ms
[2021-10-04 14:42:26 main:581] : INFO : Epoch 1904 | loss: 0.0311127 | val_loss: 0.0311834 | Time: 1571.65 ms
[2021-10-04 14:42:28 main:581] : INFO : Epoch 1905 | loss: 0.0311165 | val_loss: 0.0311799 | Time: 1559.7 ms
[2021-10-04 14:42:29 main:581] : INFO : Epoch 1906 | loss: 0.0311123 | val_loss: 0.0311787 | Time: 1582.8 ms
[2021-10-04 14:42:31 main:581] : INFO : Epoch 1907 | loss: 0.0311096 | val_loss: 0.0311825 | Time: 1672.95 ms
[2021-10-04 14:42:33 main:581] : INFO : Epoch 1908 | loss: 0.0311092 | val_loss: 0.0311955 | Time: 1764.94 ms
[2021-10-04 14:42:34 main:581] : INFO : Epoch 1909 | loss: 0.0311097 | val_loss: 0.0311933 | Time: 1563.34 ms
[2021-10-04 14:42:36 main:581] : INFO : Epoch 1910 | loss: 0.0311098 | val_loss: 0.031192 | Time: 1736.39 ms
[2021-10-04 14:42:38 main:581] : INFO : Epoch 1911 | loss: 0.0311129 | val_loss: 0.0311873 | Time: 1619.99 ms
[2021-10-04 14:42:39 main:581] : INFO : Epoch 1912 | loss: 0.0311116 | val_loss: 0.0311855 | Time: 1482.29 ms
[2021-10-04 14:42:41 main:581] : INFO : Epoch 1913 | loss: 0.031111 | val_loss: 0.0311876 | Time: 1564.47 ms
[2021-10-04 14:42:42 main:581] : INFO : Epoch 1914 | loss: 0.0311168 | val_loss: 0.0311859 | Time: 1557.48 ms
[2021-10-04 14:42:44 main:581] : INFO : Epoch 1915 | loss: 0.0311151 | val_loss: 0.03119 | Time: 1631.2 ms
[2021-10-04 14:42:45 main:581] : INFO : Epoch 1916 | loss: 0.0311174 | val_loss: 0.0311879 | Time: 1583.15 ms
[2021-10-04 14:42:47 main:581] : INFO : Epoch 1917 | loss: 0.031112 | val_loss: 0.0311863 | Time: 1662.06 ms
[2021-10-04 14:42:49 main:581] : INFO : Epoch 1918 | loss: 0.0311169 | val_loss: 0.0311903 | Time: 1661.25 ms
[2021-10-04 14:42:50 main:581] : INFO : Epoch 1919 | loss: 0.031115 | val_loss: 0.0311855 | Time: 1519.16 ms
[2021-10-04 14:42:52 main:581] : INFO : Epoch 1920 | loss: 0.0311125 | val_loss: 0.0311888 | Time: 1675.72 ms
[2021-10-04 14:42:54 main:581] : INFO : Epoch 1921 | loss: 0.0311108 | val_loss: 0.0311839 | Time: 1690.98 ms
[2021-10-04 14:42:55 main:581] : INFO : Epoch 1922 | loss: 0.0311135 | val_loss: 0.0311961 | Time: 1560.02 ms
[2021-10-04 14:42:57 main:581] : INFO : Epoch 1923 | loss: 0.0311087 | val_loss: 0.0311839 | Time: 1641.4 ms
[2021-10-04 14:42:58 main:581] : INFO : Epoch 1924 | loss: 0.0311154 | val_loss: 0.0311962 | Time: 1643.22 ms
[2021-10-04 14:43:00 main:581] : INFO : Epoch 1925 | loss: 0.0311263 | val_loss: 0.0311853 | Time: 1665.45 ms
[2021-10-04 14:43:02 main:581] : INFO : Epoch 1926 | loss: 0.0311184 | val_loss: 0.0311833 | Time: 1685.36 ms
[2021-10-04 14:43:03 main:581] : INFO : Epoch 1927 | loss: 0.0311136 | val_loss: 0.0311836 | Time: 1718.71 ms
[2021-10-04 14:43:05 main:581] : INFO : Epoch 1928 | loss: 0.0311117 | val_loss: 0.031198 | Time: 1516.48 ms
[2021-10-04 14:43:07 main:581] : INFO : Epoch 1929 | loss: 0.0311115 | val_loss: 0.0311841 | Time: 1608.13 ms
[2021-10-04 14:43:08 main:581] : INFO : Epoch 1930 | loss: 0.0311114 | val_loss: 0.0311825 | Time: 1667.47 ms
[2021-10-04 14:43:10 main:581] : INFO : Epoch 1931 | loss: 0.0311106 | val_loss: 0.0311868 | Time: 1641.55 ms
[2021-10-04 14:43:11 main:581] : INFO : Epoch 1932 | loss: 0.0311109 | val_loss: 0.0311855 | Time: 1550.06 ms
[2021-10-04 14:43:13 main:581] : INFO : Epoch 1933 | loss: 0.0311117 | val_loss: 0.0311899 | Time: 1660.26 ms
[2021-10-04 14:43:15 main:581] : INFO : Epoch 1934 | loss: 0.0311088 | val_loss: 0.0311968 | Time: 1786.35 ms
[2021-10-04 14:43:17 main:581] : INFO : Epoch 1935 | loss: 0.0311086 | val_loss: 0.031191 | Time: 1802.97 ms
[2021-10-04 14:43:18 main:581] : INFO : Epoch 1936 | loss: 0.0311102 | val_loss: 0.031182 | Time: 1636.04 ms
[2021-10-04 14:43:20 main:581] : INFO : Epoch 1937 | loss: 0.0311092 | val_loss: 0.03119 | Time: 1565.26 ms
[2021-10-04 14:43:21 main:581] : INFO : Epoch 1938 | loss: 0.031106 | val_loss: 0.0311931 | Time: 1500.64 ms
[2021-10-04 14:43:23 main:581] : INFO : Epoch 1939 | loss: 0.0311101 | val_loss: 0.0311902 | Time: 1557.26 ms
[2021-10-04 14:43:25 main:581] : INFO : Epoch 1940 | loss: 0.0311065 | val_loss: 0.0312039 | Time: 1587.2 ms
[2021-10-04 14:43:26 main:581] : INFO : Epoch 1941 | loss: 0.031112 | val_loss: 0.0311989 | Time: 1718.89 ms
[2021-10-04 14:43:28 main:581] : INFO : Epoch 1942 | loss: 0.0311133 | val_loss: 0.03119 | Time: 1691.42 ms
[2021-10-04 14:43:30 main:581] : INFO : Epoch 1943 | loss: 0.0311115 | val_loss: 0.0311902 | Time: 1557.18 ms
[2021-10-04 14:43:31 main:581] : INFO : Epoch 1944 | loss: 0.031109 | val_loss: 0.0311984 | Time: 1657.65 ms
[2021-10-04 14:43:33 main:581] : INFO : Epoch 1945 | loss: 0.0311075 | val_loss: 0.0311898 | Time: 1773.12 ms
[2021-10-04 14:43:35 main:581] : INFO : Epoch 1946 | loss: 0.0311076 | val_loss: 0.031194 | Time: 1602.91 ms
[2021-10-04 14:43:36 main:581] : INFO : Epoch 1947 | loss: 0.0311066 | val_loss: 0.0312021 | Time: 1558.97 ms
[2021-10-04 14:43:38 main:581] : INFO : Epoch 1948 | loss: 0.0311127 | val_loss: 0.0311853 | Time: 1611.35 ms
[2021-10-04 14:43:39 main:581] : INFO : Epoch 1949 | loss: 0.0311124 | val_loss: 0.0311941 | Time: 1654.63 ms
[2021-10-04 14:43:41 main:581] : INFO : Epoch 1950 | loss: 0.0311152 | val_loss: 0.0311911 | Time: 1570.85 ms
[2021-10-04 14:43:43 main:581] : INFO : Epoch 1951 | loss: 0.0311145 | val_loss: 0.0311873 | Time: 1836.77 ms
[2021-10-04 14:43:45 main:581] : INFO : Epoch 1952 | loss: 0.0311147 | val_loss: 0.0311938 | Time: 1771.94 ms
[2021-10-04 14:43:46 main:581] : INFO : Epoch 1953 | loss: 0.0311115 | val_loss: 0.031191 | Time: 1785.33 ms
[2021-10-04 14:43:48 main:581] : INFO : Epoch 1954 | loss: 0.0311117 | val_loss: 0.0311891 | Time: 1694.37 ms
[2021-10-04 14:43:50 main:581] : INFO : Epoch 1955 | loss: 0.0311076 | val_loss: 0.0311954 | Time: 1829.25 ms
[2021-10-04 14:43:52 main:581] : INFO : Epoch 1956 | loss: 0.0311098 | val_loss: 0.0311965 | Time: 1759.27 ms
[2021-10-04 14:43:53 main:581] : INFO : Epoch 1957 | loss: 0.0311152 | val_loss: 0.0311853 | Time: 1730.18 ms
[2021-10-04 14:43:55 main:581] : INFO : Epoch 1958 | loss: 0.0311115 | val_loss: 0.0311899 | Time: 1769.11 ms
[2021-10-04 14:43:57 main:581] : INFO : Epoch 1959 | loss: 0.031111 | val_loss: 0.0311899 | Time: 1669.75 ms
[2021-10-04 14:43:59 main:581] : INFO : Epoch 1960 | loss: 0.0311096 | val_loss: 0.0311918 | Time: 1731 ms
[2021-10-04 14:44:00 main:581] : INFO : Epoch 1961 | loss: 0.0311084 | val_loss: 0.0312035 | Time: 1669.12 ms
[2021-10-04 14:44:02 main:581] : INFO : Epoch 1962 | loss: 0.0311184 | val_loss: 0.0311855 | Time: 1728.18 ms
[2021-10-04 14:44:04 main:581] : INFO : Epoch 1963 | loss: 0.0311143 | val_loss: 0.0311929 | Time: 1582.88 ms
[2021-10-04 14:44:05 main:581] : INFO : Epoch 1964 | loss: 0.0311103 | val_loss: 0.0311968 | Time: 1639.26 ms
[2021-10-04 14:44:07 main:581] : INFO : Epoch 1965 | loss: 0.0311077 | val_loss: 0.0311968 | Time: 1614.94 ms
[2021-10-04 14:44:08 main:581] : INFO : Epoch 1966 | loss: 0.0311091 | val_loss: 0.031196 | Time: 1593.82 ms
[2021-10-04 14:44:10 main:581] : INFO : Epoch 1967 | loss: 0.0311068 | val_loss: 0.0311951 | Time: 1667.61 ms
[2021-10-04 14:44:12 main:581] : INFO : Epoch 1968 | loss: 0.0311061 | val_loss: 0.0311974 | Time: 1546.78 ms
[2021-10-04 14:44:13 main:581] : INFO : Epoch 1969 | loss: 0.0311127 | val_loss: 0.0311911 | Time: 1690.04 ms
[2021-10-04 14:44:15 main:581] : INFO : Epoch 1970 | loss: 0.0311096 | val_loss: 0.0311924 | Time: 1642.27 ms
[2021-10-04 14:44:17 main:581] : INFO : Epoch 1971 | loss: 0.0311107 | val_loss: 0.0312104 | Time: 1908.62 ms
[2021-10-04 14:44:18 main:581] : INFO : Epoch 1972 | loss: 0.0311056 | val_loss: 0.0311936 | Time: 1619.94 ms
[2021-10-04 14:44:20 main:581] : INFO : Epoch 1973 | loss: 0.0311058 | val_loss: 0.0311982 | Time: 1734.16 ms
[2021-10-04 14:44:22 main:581] : INFO : Epoch 1974 | loss: 0.0311091 | val_loss: 0.0311919 | Time: 1725.31 ms
[2021-10-04 14:44:23 main:581] : INFO : Epoch 1975 | loss: 0.0311077 | val_loss: 0.0311834 | Time: 1560.69 ms
[2021-10-04 14:44:25 main:581] : INFO : Epoch 1976 | loss: 0.0311119 | val_loss: 0.0311926 | Time: 1626.56 ms
[2021-10-04 14:44:27 main:581] : INFO : Epoch 1977 | loss: 0.0311074 | val_loss: 0.0311979 | Time: 1520.17 ms
[2021-10-04 14:44:28 main:581] : INFO : Epoch 1978 | loss: 0.0311089 | val_loss: 0.0311963 | Time: 1729.88 ms
[2021-10-04 14:44:30 main:581] : INFO : Epoch 1979 | loss: 0.0311097 | val_loss: 0.0311938 | Time: 1741.62 ms
[2021-10-04 14:44:32 main:581] : INFO : Epoch 1980 | loss: 0.0311086 | val_loss: 0.0311891 | Time: 1728.35 ms
[2021-10-04 14:44:34 main:581] : INFO : Epoch 1981 | loss: 0.0311064 | val_loss: 0.0311951 | Time: 1732.08 ms
[2021-10-04 14:44:35 main:581] : INFO : Epoch 1982 | loss: 0.031106 | val_loss: 0.0311954 | Time: 1599.48 ms
[2021-10-04 14:44:37 main:581] : INFO : Epoch 1983 | loss: 0.0311056 | val_loss: 0.0311978 | Time: 1526.61 ms
[2021-10-04 14:44:38 main:581] : INFO : Epoch 1984 | loss: 0.0311086 | val_loss: 0.0311918 | Time: 1718.77 ms
[2021-10-04 14:44:40 main:581] : INFO : Epoch 1985 | loss: 0.0311047 | val_loss: 0.0311829 | Time: 1731.97 ms
[2021-10-04 14:44:42 main:581] : INFO : Epoch 1986 | loss: 0.0311082 | val_loss: 0.0312023 | Time: 1561.86 ms
[2021-10-04 14:44:43 main:581] : INFO : Epoch 1987 | loss: 0.0311097 | val_loss: 0.0311915 | Time: 1619.83 ms
[2021-10-04 14:44:45 main:581] : INFO : Epoch 1988 | loss: 0.0311108 | val_loss: 0.0311951 | Time: 1569.26 ms
[2021-10-04 14:44:47 main:581] : INFO : Epoch 1989 | loss: 0.0311079 | val_loss: 0.0312033 | Time: 1666.54 ms
[2021-10-04 14:44:48 main:581] : INFO : Epoch 1990 | loss: 0.0311073 | val_loss: 0.0311931 | Time: 1677.01 ms
[2021-10-04 14:44:50 main:581] : INFO : Epoch 1991 | loss: 0.031113 | val_loss: 0.0311847 | Time: 1609.07 ms
[2021-10-04 14:44:51 main:581] : INFO : Epoch 1992 | loss: 0.0311119 | val_loss: 0.0311919 | Time: 1603.93 ms
[2021-10-04 14:44:53 main:581] : INFO : Epoch 1993 | loss: 0.0311058 | val_loss: 0.0311988 | Time: 1679.26 ms
[2021-10-04 14:44:55 main:581] : INFO : Epoch 1994 | loss: 0.031105 | val_loss: 0.0311913 | Time: 1687.64 ms
[2021-10-04 14:44:56 main:581] : INFO : Epoch 1995 | loss: 0.0311066 | val_loss: 0.0311995 | Time: 1602.82 ms
[2021-10-04 14:44:58 main:581] : INFO : Epoch 1996 | loss: 0.0311061 | val_loss: 0.0312044 | Time: 1609.7 ms
[2021-10-04 14:45:00 main:581] : INFO : Epoch 1997 | loss: 0.0311113 | val_loss: 0.0311923 | Time: 1675.62 ms
[2021-10-04 14:45:02 main:581] : INFO : Epoch 1998 | loss: 0.0311094 | val_loss: 0.0312032 | Time: 1774.56 ms
[2021-10-04 14:45:03 main:581] : INFO : Epoch 1999 | loss: 0.0311096 | val_loss: 0.0311871 | Time: 1815.75 ms
[2021-10-04 14:45:05 main:581] : INFO : Epoch 2000 | loss: 0.0311074 | val_loss: 0.0312008 | Time: 1650.23 ms
[2021-10-04 14:45:07 main:581] : INFO : Epoch 2001 | loss: 0.0311079 | val_loss: 0.0311882 | Time: 1538.32 ms
[2021-10-04 14:45:08 main:581] : INFO : Epoch 2002 | loss: 0.0311061 | val_loss: 0.0311891 | Time: 1556.1 ms
[2021-10-04 14:45:10 main:581] : INFO : Epoch 2003 | loss: 0.0311077 | val_loss: 0.0311917 | Time: 1678.28 ms
[2021-10-04 14:45:12 main:581] : INFO : Epoch 2004 | loss: 0.0311247 | val_loss: 0.0311798 | Time: 1778.62 ms
[2021-10-04 14:45:13 main:581] : INFO : Epoch 2005 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 1597.61 ms
[2021-10-04 14:45:15 main:581] : INFO : Epoch 2006 | loss: 0.0311561 | val_loss: 0.0311758 | Time: 1669.51 ms
[2021-10-04 14:45:16 main:581] : INFO : Epoch 2007 | loss: 0.0311561 | val_loss: 0.031172 | Time: 1680.25 ms
[2021-10-04 14:45:18 main:581] : INFO : Epoch 2008 | loss: 0.0311508 | val_loss: 0.0311757 | Time: 1668.04 ms
[2021-10-04 14:45:20 main:581] : INFO : Epoch 2009 | loss: 0.0311479 | val_loss: 0.0311764 | Time: 1611.5 ms
[2021-10-04 14:45:21 main:581] : INFO : Epoch 2010 | loss: 0.0311467 | val_loss: 0.0311805 | Time: 1604.98 ms
[2021-10-04 14:45:23 main:581] : INFO : Epoch 2011 | loss: 0.0311462 | val_loss: 0.0311798 | Time: 1666.84 ms
[2021-10-04 14:45:25 main:581] : INFO : Epoch 2012 | loss: 0.0311413 | val_loss: 0.0311737 | Time: 1666.79 ms
[2021-10-04 14:45:26 main:581] : INFO : Epoch 2013 | loss: 0.0311379 | val_loss: 0.0311787 | Time: 1577.74 ms
[2021-10-04 14:45:28 main:581] : INFO : Epoch 2014 | loss: 0.0311374 | val_loss: 0.031173 | Time: 1635.74 ms
[2021-10-04 14:45:30 main:581] : INFO : Epoch 2015 | loss: 0.0311368 | val_loss: 0.0311795 | Time: 1700.3 ms
[2021-10-04 14:45:31 main:581] : INFO : Epoch 2016 | loss: 0.0311349 | val_loss: 0.0311778 | Time: 1689.17 ms
[2021-10-04 14:45:33 main:581] : INFO : Epoch 2017 | loss: 0.0311376 | val_loss: 0.0311807 | Time: 1763.8 ms
[2021-10-04 14:45:35 main:581] : INFO : Epoch 2018 | loss: 0.031134 | val_loss: 0.0311824 | Time: 1638.41 ms
[2021-10-04 14:45:36 main:581] : INFO : Epoch 2019 | loss: 0.0311332 | val_loss: 0.0311828 | Time: 1629.17 ms
[2021-10-04 14:45:38 main:581] : INFO : Epoch 2020 | loss: 0.0311312 | val_loss: 0.0311849 | Time: 1535.45 ms
[2021-10-04 14:45:39 main:581] : INFO : Epoch 2021 | loss: 0.0311326 | val_loss: 0.0311819 | Time: 1605.01 ms
[2021-10-04 14:45:41 main:581] : INFO : Epoch 2022 | loss: 0.0311338 | val_loss: 0.0311786 | Time: 1566.81 ms
[2021-10-04 14:45:43 main:581] : INFO : Epoch 2023 | loss: 0.0311312 | val_loss: 0.031176 | Time: 1516.09 ms
[2021-10-04 14:45:44 main:581] : INFO : Epoch 2024 | loss: 0.0311295 | val_loss: 0.0311844 | Time: 1603.09 ms
[2021-10-04 14:45:46 main:581] : INFO : Epoch 2025 | loss: 0.0311298 | val_loss: 0.0311812 | Time: 1702.38 ms
[2021-10-04 14:45:47 main:581] : INFO : Epoch 2026 | loss: 0.0311277 | val_loss: 0.03118 | Time: 1596.43 ms
[2021-10-04 14:45:49 main:581] : INFO : Epoch 2027 | loss: 0.0311251 | val_loss: 0.0311831 | Time: 1763.73 ms
[2021-10-04 14:45:51 main:581] : INFO : Epoch 2028 | loss: 0.0311246 | val_loss: 0.0311761 | Time: 1568.96 ms
[2021-10-04 14:45:52 main:581] : INFO : Epoch 2029 | loss: 0.0311258 | val_loss: 0.0311855 | Time: 1650.06 ms
[2021-10-04 14:45:54 main:581] : INFO : Epoch 2030 | loss: 0.0311226 | val_loss: 0.0311874 | Time: 1568.29 ms
[2021-10-04 14:45:56 main:581] : INFO : Epoch 2031 | loss: 0.0311201 | val_loss: 0.0311839 | Time: 1529.11 ms
[2021-10-04 14:45:57 main:581] : INFO : Epoch 2032 | loss: 0.0311203 | val_loss: 0.031188 | Time: 1511.54 ms
[2021-10-04 14:45:59 main:581] : INFO : Epoch 2033 | loss: 0.0311211 | val_loss: 0.0311874 | Time: 1607.37 ms
[2021-10-04 14:46:00 main:581] : INFO : Epoch 2034 | loss: 0.0311221 | val_loss: 0.0311814 | Time: 1584.19 ms
[2021-10-04 14:46:02 main:581] : INFO : Epoch 2035 | loss: 0.0311229 | val_loss: 0.0311849 | Time: 1658 ms
[2021-10-04 14:46:04 main:581] : INFO : Epoch 2036 | loss: 0.0311217 | val_loss: 0.0311863 | Time: 1652.22 ms
[2021-10-04 14:46:05 main:581] : INFO : Epoch 2037 | loss: 0.0311198 | val_loss: 0.0311845 | Time: 1513.21 ms
[2021-10-04 14:46:07 main:581] : INFO : Epoch 2038 | loss: 0.0311212 | val_loss: 0.0311867 | Time: 1687.47 ms
[2021-10-04 14:46:08 main:581] : INFO : Epoch 2039 | loss: 0.0311199 | val_loss: 0.0311858 | Time: 1670.43 ms
[2021-10-04 14:46:10 main:581] : INFO : Epoch 2040 | loss: 0.031118 | val_loss: 0.0311879 | Time: 1641.91 ms
[2021-10-04 14:46:12 main:581] : INFO : Epoch 2041 | loss: 0.0311217 | val_loss: 0.0311844 | Time: 1563.57 ms
[2021-10-04 14:46:13 main:581] : INFO : Epoch 2042 | loss: 0.0311199 | val_loss: 0.0311895 | Time: 1643.38 ms
[2021-10-04 14:46:15 main:581] : INFO : Epoch 2043 | loss: 0.0311183 | val_loss: 0.0311813 | Time: 1706.5 ms
[2021-10-04 14:46:17 main:581] : INFO : Epoch 2044 | loss: 0.0311183 | val_loss: 0.0311892 | Time: 1689.76 ms
[2021-10-04 14:46:18 main:581] : INFO : Epoch 2045 | loss: 0.0311152 | val_loss: 0.031194 | Time: 1571.44 ms
[2021-10-04 14:46:20 main:581] : INFO : Epoch 2046 | loss: 0.0311159 | val_loss: 0.0311811 | Time: 1504.53 ms
[2021-10-04 14:46:21 main:581] : INFO : Epoch 2047 | loss: 0.03112 | val_loss: 0.0311873 | Time: 1726.2 ms
[2021-10-04 14:46:23 main:581] : INFO : Epoch 2048 | loss: 0.0311228 | val_loss: 0.0311823 | Time: 1726.59 ms
[2021-10-04 14:46:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311823
[2021-10-04 14:46:23 main:610] : INFO : Saving end state to config to file
[2021-10-04 14:46:23 main:615] : INFO : Success, exiting..
14:46:23 (21663): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)