Task 10969810
| Name | ParityModified-1639966775-22737-2-0_0 |
| Workunit | 8260173 |
| Created | 23 Jan 2022, 14:15:29 UTC |
| Sent | 11 Feb 2022, 15:07:19 UTC |
| Report deadline | 19 Feb 2022, 15:07:19 UTC |
| Received | 11 Feb 2022, 18:03:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 2 hours 33 min 49 sec |
| CPU time | 2 hours 33 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.84 GB |
| Peak swap size | 4.73 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0310871 | val_loss: 0.0311341 | Time: 2065.47 ms [2022-02-11 18:45:20 main:574] : INFO : Epoch 1543 | loss: 0.0310873 | val_loss: 0.0311413 | Time: 2077.28 ms [2022-02-11 18:45:22 main:574] : INFO : Epoch 1544 | loss: 0.0310882 | val_loss: 0.0311365 | Time: 2076.51 ms [2022-02-11 18:45:24 main:574] : INFO : Epoch 1545 | loss: 0.0310869 | val_loss: 0.0311407 | Time: 2073.32 ms [2022-02-11 18:45:26 main:574] : INFO : Epoch 1546 | loss: 0.0310884 | val_loss: 0.0311271 | Time: 2068.74 ms [2022-02-11 18:45:28 main:574] : INFO : Epoch 1547 | loss: 0.0310868 | val_loss: 0.0311342 | Time: 2063.42 ms [2022-02-11 18:45:30 main:574] : INFO : Epoch 1548 | loss: 0.0310839 | val_loss: 0.0311307 | Time: 2059.97 ms [2022-02-11 18:45:32 main:574] : INFO : Epoch 1549 | loss: 0.0310942 | val_loss: 0.0311386 | Time: 2099.16 ms [2022-02-11 18:45:34 main:574] : INFO : Epoch 1550 | loss: 0.0310975 | val_loss: 0.0311362 | Time: 2062.82 ms [2022-02-11 18:45:37 main:574] : INFO : Epoch 1551 | loss: 0.0310915 | val_loss: 0.0311346 | Time: 2033.3 ms [2022-02-11 18:45:39 main:574] : INFO : Epoch 1552 | loss: 0.0310965 | val_loss: 0.0311352 | Time: 2056.48 ms [2022-02-11 18:45:41 main:574] : INFO : Epoch 1553 | loss: 0.0310988 | val_loss: 0.0311341 | Time: 2055.43 ms [2022-02-11 18:45:43 main:574] : INFO : Epoch 1554 | loss: 0.0310909 | val_loss: 0.0311319 | Time: 2059.02 ms [2022-02-11 18:45:45 main:574] : INFO : Epoch 1555 | loss: 0.0310904 | val_loss: 0.0311372 | Time: 2064.97 ms [2022-02-11 18:45:47 main:574] : INFO : Epoch 1556 | loss: 0.0310963 | val_loss: 0.0311328 | Time: 2047.1 ms [2022-02-11 18:45:49 main:574] : INFO : Epoch 1557 | loss: 0.0310922 | val_loss: 0.0311315 | Time: 2060.54 ms [2022-02-11 18:45:51 main:574] : INFO : Epoch 1558 | loss: 0.0310892 | val_loss: 0.0311365 | Time: 2069.08 ms [2022-02-11 18:45:53 main:574] : INFO : Epoch 1559 | loss: 0.0310855 | val_loss: 0.0311392 | Time: 2084.06 ms [2022-02-11 18:45:55 main:574] : INFO : Epoch 1560 | loss: 0.0310857 | val_loss: 0.0311378 | Time: 2051.64 ms [2022-02-11 18:45:57 main:574] : INFO : Epoch 1561 | loss: 0.0310828 | val_loss: 0.0311334 | Time: 2090.07 ms [2022-02-11 18:45:59 main:574] : INFO : Epoch 1562 | loss: 0.0310858 | val_loss: 0.0311353 | Time: 2081.02 ms [2022-02-11 18:46:01 main:574] : INFO : Epoch 1563 | loss: 0.0310833 | val_loss: 0.0311394 | Time: 2084.65 ms [2022-02-11 18:46:03 main:574] : INFO : Epoch 1564 | loss: 0.0310846 | val_loss: 0.0311333 | Time: 2067.86 ms [2022-02-11 18:46:05 main:574] : INFO : Epoch 1565 | loss: 0.0310884 | val_loss: 0.0311429 | Time: 2069.59 ms [2022-02-11 18:46:08 main:574] : INFO : Epoch 1566 | loss: 0.0310866 | val_loss: 0.0311327 | Time: 2077.07 ms [2022-02-11 18:46:10 main:574] : INFO : Epoch 1567 | loss: 0.0310831 | val_loss: 0.0311357 | Time: 2059.13 ms [2022-02-11 18:46:12 main:574] : INFO : Epoch 1568 | loss: 0.0310886 | val_loss: 0.0311357 | Time: 2064.99 ms [2022-02-11 18:46:14 main:574] : INFO : Epoch 1569 | loss: 0.0310963 | val_loss: 0.0311401 | Time: 2072.52 ms [2022-02-11 18:46:16 main:574] : INFO : Epoch 1570 | loss: 0.0311 | val_loss: 0.0311274 | Time: 2086.67 ms [2022-02-11 18:46:18 main:574] : INFO : Epoch 1571 | loss: 0.0310989 | val_loss: 0.0311345 | Time: 2042.72 ms [2022-02-11 18:46:20 main:574] : INFO : Epoch 1572 | loss: 0.031091 | val_loss: 0.0311382 | Time: 2055.7 ms [2022-02-11 18:46:22 main:574] : INFO : Epoch 1573 | loss: 0.0310903 | val_loss: 0.0311339 | Time: 2066.84 ms [2022-02-11 18:46:24 main:574] : INFO : Epoch 1574 | loss: 0.0310911 | val_loss: 0.0311428 | Time: 2086.09 ms [2022-02-11 18:46:26 main:574] : INFO : Epoch 1575 | loss: 0.031088 | val_loss: 0.0311329 | Time: 2046.83 ms [2022-02-11 18:46:28 main:574] : INFO : Epoch 1576 | loss: 0.0310885 | val_loss: 0.0311384 | Time: 2084.22 ms [2022-02-11 18:46:30 main:574] : INFO : Epoch 1577 | loss: 0.0310873 | val_loss: 0.0311344 | Time: 2060.42 ms [2022-02-11 18:46:32 main:574] : INFO : Epoch 1578 | loss: 0.0310842 | val_loss: 0.0311302 | Time: 2075.24 ms [2022-02-11 18:46:34 main:574] : INFO : Epoch 1579 | loss: 0.0310825 | val_loss: 0.0311365 | Time: 2067.89 ms [2022-02-11 18:46:36 main:574] : INFO : Epoch 1580 | loss: 0.0310846 | val_loss: 0.031134 | Time: 2064.59 ms [2022-02-11 18:46:39 main:574] : INFO : Epoch 1581 | loss: 0.0310824 | val_loss: 0.0311415 | Time: 2059.44 ms [2022-02-11 18:46:41 main:574] : INFO : Epoch 1582 | loss: 0.0310837 | val_loss: 0.0311445 | Time: 2066.36 ms [2022-02-11 18:46:43 main:574] : INFO : Epoch 1583 | loss: 0.0310818 | val_loss: 0.0311325 | Time: 2060.18 ms [2022-02-11 18:46:45 main:574] : INFO : Epoch 1584 | loss: 0.0310804 | val_loss: 0.0311403 | Time: 2065.58 ms [2022-02-11 18:46:47 main:574] : INFO : Epoch 1585 | loss: 0.0310823 | val_loss: 0.0311292 | Time: 2056.85 ms [2022-02-11 18:46:49 main:574] : INFO : Epoch 1586 | loss: 0.0310829 | val_loss: 0.0311327 | Time: 2077.15 ms [2022-02-11 18:46:51 main:574] : INFO : Epoch 1587 | loss: 0.0310945 | val_loss: 0.0311366 | Time: 2031.98 ms [2022-02-11 18:46:53 main:574] : INFO : Epoch 1588 | loss: 0.0310955 | val_loss: 0.0311307 | Time: 2057.28 ms [2022-02-11 18:46:55 main:574] : INFO : Epoch 1589 | loss: 0.0310943 | val_loss: 0.03113 | Time: 2088.12 ms [2022-02-11 18:46:57 main:574] : INFO : Epoch 1590 | loss: 0.0310898 | val_loss: 0.0311354 | Time: 2048.05 ms [2022-02-11 18:46:59 main:574] : INFO : Epoch 1591 | loss: 0.0310873 | val_loss: 0.0311376 | Time: 2081.53 ms [2022-02-11 18:47:01 main:574] : INFO : Epoch 1592 | loss: 0.0310881 | val_loss: 0.0311262 | Time: 2070.87 ms [2022-02-11 18:47:03 main:574] : INFO : Epoch 1593 | loss: 0.0310866 | val_loss: 0.0311275 | Time: 2071.45 ms [2022-02-11 18:47:05 main:574] : INFO : Epoch 1594 | loss: 0.0310848 | val_loss: 0.0311284 | Time: 2086.41 ms [2022-02-11 18:47:07 main:574] : INFO : Epoch 1595 | loss: 0.0310866 | val_loss: 0.0311362 | Time: 2060.79 ms [2022-02-11 18:47:10 main:574] : INFO : Epoch 1596 | loss: 0.0310846 | val_loss: 0.0311341 | Time: 2053.87 ms [2022-02-11 18:47:12 main:574] : INFO : Epoch 1597 | loss: 0.0310826 | val_loss: 0.0311317 | Time: 2080.67 ms [2022-02-11 18:47:14 main:574] : INFO : Epoch 1598 | loss: 0.031081 | val_loss: 0.0311382 | Time: 2070.51 ms [2022-02-11 18:47:16 main:574] : INFO : Epoch 1599 | loss: 0.0310818 | val_loss: 0.0311401 | Time: 2078.73 ms [2022-02-11 18:47:18 main:574] : INFO : Epoch 1600 | loss: 0.031081 | val_loss: 0.031135 | Time: 2064.8 ms [2022-02-11 18:47:20 main:574] : INFO : Epoch 1601 | loss: 0.0310807 | val_loss: 0.0311341 | Time: 2060.02 ms [2022-02-11 18:47:22 main:574] : INFO : Epoch 1602 | loss: 0.0310848 | val_loss: 0.0311387 | Time: 2171.89 ms [2022-02-11 18:47:24 main:574] : INFO : Epoch 1603 | loss: 0.0310837 | val_loss: 0.0311342 | Time: 2083.14 ms [2022-02-11 18:47:26 main:574] : INFO : Epoch 1604 | loss: 0.0310873 | val_loss: 0.0311323 | Time: 2087.13 ms [2022-02-11 18:47:28 main:574] : INFO : Epoch 1605 | loss: 0.0310854 | val_loss: 0.031141 | Time: 2081 ms [2022-02-11 18:47:30 main:574] : INFO : Epoch 1606 | loss: 0.0310865 | val_loss: 0.0311332 | Time: 2076.82 ms [2022-02-11 18:47:32 main:574] : INFO : Epoch 1607 | loss: 0.0310867 | val_loss: 0.0311277 | Time: 2083.31 ms [2022-02-11 18:47:35 main:574] : INFO : Epoch 1608 | loss: 0.0310824 | val_loss: 0.0311327 | Time: 2089.74 ms [2022-02-11 18:47:37 main:574] : INFO : Epoch 1609 | loss: 0.0310816 | val_loss: 0.0311334 | Time: 2097.02 ms [2022-02-11 18:47:39 main:574] : INFO : Epoch 1610 | loss: 0.0310814 | val_loss: 0.0311371 | Time: 2075.88 ms [2022-02-11 18:47:41 main:574] : INFO : Epoch 1611 | loss: 0.0310799 | val_loss: 0.0311335 | Time: 2087.99 ms [2022-02-11 18:47:43 main:574] : INFO : Epoch 1612 | loss: 0.0310794 | val_loss: 0.0311356 | Time: 2101.15 ms [2022-02-11 18:47:45 main:574] : INFO : Epoch 1613 | loss: 0.0310788 | val_loss: 0.0311339 | Time: 2079.38 ms [2022-02-11 18:47:47 main:574] : INFO : Epoch 1614 | loss: 0.0310797 | val_loss: 0.0311367 | Time: 2089.3 ms [2022-02-11 18:47:49 main:574] : INFO : Epoch 1615 | loss: 0.0310818 | val_loss: 0.0311355 | Time: 2088.23 ms [2022-02-11 18:47:51 main:574] : INFO : Epoch 1616 | loss: 0.0310789 | val_loss: 0.0311374 | Time: 2094.06 ms [2022-02-11 18:47:53 main:574] : INFO : Epoch 1617 | loss: 0.0310826 | val_loss: 0.0311385 | Time: 2067.71 ms [2022-02-11 18:47:55 main:574] : INFO : Epoch 1618 | loss: 0.0310801 | val_loss: 0.0311353 | Time: 2095.19 ms [2022-02-11 18:47:58 main:574] : INFO : Epoch 1619 | loss: 0.03108 | val_loss: 0.0311341 | Time: 2081.62 ms [2022-02-11 18:48:00 main:574] : INFO : Epoch 1620 | loss: 0.03108 | val_loss: 0.0311281 | Time: 2085.49 ms [2022-02-11 18:48:02 main:574] : INFO : Epoch 1621 | loss: 0.0310784 | val_loss: 0.0311404 | Time: 2084.36 ms [2022-02-11 18:48:04 main:574] : INFO : Epoch 1622 | loss: 0.031078 | val_loss: 0.0311328 | Time: 2089.46 ms [2022-02-11 18:48:06 main:574] : INFO : Epoch 1623 | loss: 0.0310844 | val_loss: 0.0311314 | Time: 2113.21 ms [2022-02-11 18:48:08 main:574] : INFO : Epoch 1624 | loss: 0.031084 | val_loss: 0.0311352 | Time: 2110.81 ms [2022-02-11 18:48:10 main:574] : INFO : Epoch 1625 | loss: 0.0310835 | val_loss: 0.0311325 | Time: 2093.36 ms [2022-02-11 18:48:12 main:574] : INFO : Epoch 1626 | loss: 0.0310818 | val_loss: 0.0311375 | Time: 2084.11 ms [2022-02-11 18:48:14 main:574] : INFO : Epoch 1627 | loss: 0.0310796 | val_loss: 0.031133 | Time: 2106.86 ms [2022-02-11 18:48:16 main:574] : INFO : Epoch 1628 | loss: 0.0310834 | val_loss: 0.0311328 | Time: 2094.09 ms [2022-02-11 18:48:19 main:574] : INFO : Epoch 1629 | loss: 0.0310823 | val_loss: 0.0311315 | Time: 2102.32 ms [2022-02-11 18:48:21 main:574] : INFO : Epoch 1630 | loss: 0.0310849 | val_loss: 0.0311302 | Time: 2098.24 ms [2022-02-11 18:48:23 main:574] : INFO : Epoch 1631 | loss: 0.0310865 | val_loss: 0.0311353 | Time: 2075.58 ms [2022-02-11 18:48:25 main:574] : INFO : Epoch 1632 | loss: 0.0310885 | val_loss: 0.0311306 | Time: 2096.25 ms [2022-02-11 18:48:27 main:574] : INFO : Epoch 1633 | loss: 0.0310856 | val_loss: 0.0311317 | Time: 2090.06 ms [2022-02-11 18:48:29 main:574] : INFO : Epoch 1634 | loss: 0.0310875 | val_loss: 0.0311319 | Time: 2100.32 ms [2022-02-11 18:48:31 main:574] : INFO : Epoch 1635 | loss: 0.0310885 | val_loss: 0.0311397 | Time: 2083.81 ms [2022-02-11 18:48:33 main:574] : INFO : Epoch 1636 | loss: 0.0310868 | val_loss: 0.0311297 | Time: 2115.4 ms [2022-02-11 18:48:35 main:574] : INFO : Epoch 1637 | loss: 0.031085 | val_loss: 0.0311328 | Time: 2072.42 ms [2022-02-11 18:48:37 main:574] : INFO : Epoch 1638 | loss: 0.0310877 | val_loss: 0.0311298 | Time: 2088.17 ms [2022-02-11 18:48:39 main:574] : INFO : Epoch 1639 | loss: 0.0310855 | val_loss: 0.0311373 | Time: 2076.21 ms [2022-02-11 18:48:42 main:574] : INFO : Epoch 1640 | loss: 0.0310826 | val_loss: 0.031138 | Time: 2105.97 ms [2022-02-11 18:48:44 main:574] : INFO : Epoch 1641 | loss: 0.031084 | val_loss: 0.0311342 | Time: 2107.92 ms [2022-02-11 18:48:46 main:574] : INFO : Epoch 1642 | loss: 0.0310812 | val_loss: 0.0311335 | Time: 2100.12 ms [2022-02-11 18:48:48 main:574] : INFO : Epoch 1643 | loss: 0.0310801 | val_loss: 0.0311361 | Time: 2078.58 ms [2022-02-11 18:48:50 main:574] : INFO : Epoch 1644 | loss: 0.0310812 | val_loss: 0.031138 | Time: 2089.6 ms [2022-02-11 18:48:52 main:574] : INFO : Epoch 1645 | loss: 0.0310874 | val_loss: 0.0311347 | Time: 2110.09 ms [2022-02-11 18:48:54 main:574] : INFO : Epoch 1646 | loss: 0.0310842 | val_loss: 0.0311395 | Time: 2085.86 ms [2022-02-11 18:48:56 main:574] : INFO : Epoch 1647 | loss: 0.0310846 | val_loss: 0.0311429 | Time: 2100.95 ms [2022-02-11 18:48:58 main:574] : INFO : Epoch 1648 | loss: 0.0310869 | val_loss: 0.0311394 | Time: 2092.26 ms [2022-02-11 18:49:00 main:574] : INFO : Epoch 1649 | loss: 0.0310846 | val_loss: 0.0311384 | Time: 2115.39 ms [2022-02-11 18:49:03 main:574] : INFO : Epoch 1650 | loss: 0.0310856 | val_loss: 0.0311389 | Time: 2116.69 ms [2022-02-11 18:49:05 main:574] : INFO : Epoch 1651 | loss: 0.0310868 | val_loss: 0.0311393 | Time: 2081.63 ms [2022-02-11 18:49:07 main:574] : INFO : Epoch 1652 | loss: 0.031085 | val_loss: 0.0311367 | Time: 2055.91 ms [2022-02-11 18:49:09 main:574] : INFO : Epoch 1653 | loss: 0.0310903 | val_loss: 0.0311295 | Time: 2075.21 ms [2022-02-11 18:49:11 main:574] : INFO : Epoch 1654 | loss: 0.0310918 | val_loss: 0.0311322 | Time: 2098.05 ms [2022-02-11 18:49:13 main:574] : INFO : Epoch 1655 | loss: 0.0310926 | val_loss: 0.0311293 | Time: 2105.28 ms [2022-02-11 18:49:15 main:574] : INFO : Epoch 1656 | loss: 0.0310872 | val_loss: 0.0311341 | Time: 2069.09 ms [2022-02-11 18:49:17 main:574] : INFO : Epoch 1657 | loss: 0.0310863 | val_loss: 0.0311338 | Time: 2090.66 ms [2022-02-11 18:49:19 main:574] : INFO : Epoch 1658 | loss: 0.0310842 | val_loss: 0.0311285 | Time: 2102.22 ms [2022-02-11 18:49:21 main:574] : INFO : Epoch 1659 | loss: 0.0310852 | val_loss: 0.0311282 | Time: 2115.79 ms [2022-02-11 18:49:23 main:574] : INFO : Epoch 1660 | loss: 0.0310805 | val_loss: 0.0311314 | Time: 2103.72 ms [2022-02-11 18:49:26 main:574] : INFO : Epoch 1661 | loss: 0.0310818 | val_loss: 0.0311354 | Time: 2096.65 ms [2022-02-11 18:49:28 main:574] : INFO : Epoch 1662 | loss: 0.0310833 | val_loss: 0.0311268 | Time: 2105.69 ms [2022-02-11 18:49:30 main:574] : INFO : Epoch 1663 | loss: 0.0310878 | val_loss: 0.0311286 | Time: 2087.77 ms [2022-02-11 18:49:32 main:574] : INFO : Epoch 1664 | loss: 0.0310868 | val_loss: 0.0311324 | Time: 2090.91 ms [2022-02-11 18:49:34 main:574] : INFO : Epoch 1665 | loss: 0.0310834 | val_loss: 0.0311305 | Time: 2082.81 ms [2022-02-11 18:49:36 main:574] : INFO : Epoch 1666 | loss: 0.0310852 | val_loss: 0.0311245 | Time: 2117.91 ms [2022-02-11 18:49:38 main:574] : INFO : Epoch 1667 | loss: 0.0310854 | val_loss: 0.0311297 | Time: 2116.92 ms [2022-02-11 18:49:40 main:574] : INFO : Epoch 1668 | loss: 0.0310853 | val_loss: 0.0311267 | Time: 2085.87 ms [2022-02-11 18:49:42 main:574] : INFO : Epoch 1669 | loss: 0.0310849 | val_loss: 0.0311317 | Time: 2057.13 ms [2022-02-11 18:49:44 main:574] : INFO : Epoch 1670 | loss: 0.0310846 | val_loss: 0.0311265 | Time: 2071.97 ms [2022-02-11 18:49:46 main:574] : INFO : Epoch 1671 | loss: 0.0310815 | val_loss: 0.0311266 | Time: 2095.71 ms [2022-02-11 18:49:49 main:574] : INFO : Epoch 1672 | loss: 0.0310862 | val_loss: 0.0311405 | Time: 2366.16 ms [2022-02-11 18:49:51 main:574] : INFO : Epoch 1673 | loss: 0.0310872 | val_loss: 0.0311262 | Time: 2063.35 ms [2022-02-11 18:49:53 main:574] : INFO : Epoch 1674 | loss: 0.031088 | val_loss: 0.0311319 | Time: 2069.28 ms [2022-02-11 18:49:55 main:574] : INFO : Epoch 1675 | loss: 0.0310856 | val_loss: 0.0311342 | Time: 2108.98 ms [2022-02-11 18:49:57 main:574] : INFO : Epoch 1676 | loss: 0.0310858 | val_loss: 0.0311343 | Time: 2082.16 ms [2022-02-11 18:49:59 main:574] : INFO : Epoch 1677 | loss: 0.031083 | val_loss: 0.0311307 | Time: 2096.3 ms [2022-02-11 18:50:01 main:574] : INFO : Epoch 1678 | loss: 0.0310918 | val_loss: 0.0311285 | Time: 2071.62 ms [2022-02-11 18:50:03 main:574] : INFO : Epoch 1679 | loss: 0.0310883 | val_loss: 0.0311305 | Time: 2112.66 ms [2022-02-11 18:50:06 main:574] : INFO : Epoch 1680 | loss: 0.0310897 | val_loss: 0.0311322 | Time: 2089.55 ms [2022-02-11 18:50:08 main:574] : INFO : Epoch 1681 | loss: 0.0310872 | val_loss: 0.0311285 | Time: 2083.33 ms [2022-02-11 18:50:10 main:574] : INFO : Epoch 1682 | loss: 0.0310852 | val_loss: 0.0311326 | Time: 2100.67 ms [2022-02-11 18:50:12 main:574] : INFO : Epoch 1683 | loss: 0.031085 | val_loss: 0.0311328 | Time: 2107 ms [2022-02-11 18:50:14 main:574] : INFO : Epoch 1684 | loss: 0.031084 | val_loss: 0.0311347 | Time: 2121.22 ms [2022-02-11 18:50:16 main:574] : INFO : Epoch 1685 | loss: 0.0310887 | val_loss: 0.031132 | Time: 2075.36 ms [2022-02-11 18:50:18 main:574] : INFO : Epoch 1686 | loss: 0.0310866 | val_loss: 0.0311353 | Time: 2071.5 ms [2022-02-11 18:50:20 main:574] : INFO : Epoch 1687 | loss: 0.0310852 | val_loss: 0.0311345 | Time: 2105.73 ms [2022-02-11 18:50:22 main:574] : INFO : Epoch 1688 | loss: 0.0310861 | val_loss: 0.0311332 | Time: 2094.89 ms [2022-02-11 18:50:24 main:574] : INFO : Epoch 1689 | loss: 0.0310857 | val_loss: 0.0311379 | Time: 2086.2 ms [2022-02-11 18:50:27 main:574] : INFO : Epoch 1690 | loss: 0.0310848 | val_loss: 0.0311321 | Time: 2101.39 ms [2022-02-11 18:50:29 main:574] : INFO : Epoch 1691 | loss: 0.0310869 | val_loss: 0.031139 | Time: 2081.8 ms [2022-02-11 18:50:31 main:574] : INFO : Epoch 1692 | loss: 0.0310944 | val_loss: 0.031141 | Time: 2093.1 ms [2022-02-11 18:50:33 main:574] : INFO : Epoch 1693 | loss: 0.0311023 | val_loss: 0.0311357 | Time: 2101.56 ms [2022-02-11 18:50:35 main:574] : INFO : Epoch 1694 | loss: 0.0310981 | val_loss: 0.0311312 | Time: 2170.39 ms [2022-02-11 18:50:37 main:574] : INFO : Epoch 1695 | loss: 0.0310903 | val_loss: 0.0311331 | Time: 2082.46 ms [2022-02-11 18:50:39 main:574] : INFO : Epoch 1696 | loss: 0.0310961 | val_loss: 0.031135 | Time: 2103.71 ms [2022-02-11 18:50:41 main:574] : INFO : Epoch 1697 | loss: 0.0310955 | val_loss: 0.0311354 | Time: 2107.83 ms [2022-02-11 18:50:43 main:574] : INFO : Epoch 1698 | loss: 0.0310896 | val_loss: 0.031131 | Time: 2136.55 ms [2022-02-11 18:50:45 main:574] : INFO : Epoch 1699 | loss: 0.0310944 | val_loss: 0.0311352 | Time: 2070.15 ms [2022-02-11 18:50:48 main:574] : INFO : Epoch 1700 | loss: 0.0310936 | val_loss: 0.0311289 | Time: 2107.5 ms [2022-02-11 18:50:50 main:574] : INFO : Epoch 1701 | loss: 0.0310885 | val_loss: 0.0311331 | Time: 2112.5 ms [2022-02-11 18:50:52 main:574] : INFO : Epoch 1702 | loss: 0.0310867 | val_loss: 0.031133 | Time: 2123.54 ms [2022-02-11 18:50:54 main:574] : INFO : Epoch 1703 | loss: 0.0310855 | val_loss: 0.0311365 | Time: 2066.23 ms [2022-02-11 18:50:56 main:574] : INFO : Epoch 1704 | loss: 0.0310832 | val_loss: 0.0311391 | Time: 2126.58 ms [2022-02-11 18:50:58 main:574] : INFO : Epoch 1705 | loss: 0.0310794 | val_loss: 0.0311355 | Time: 2093.61 ms [2022-02-11 18:51:00 main:574] : INFO : Epoch 1706 | loss: 0.0310803 | val_loss: 0.031132 | Time: 2076.93 ms [2022-02-11 18:51:02 main:574] : INFO : Epoch 1707 | loss: 0.0310806 | val_loss: 0.0311378 | Time: 2088.82 ms [2022-02-11 18:51:04 main:574] : INFO : Epoch 1708 | loss: 0.0310814 | val_loss: 0.0311294 | Time: 2084.2 ms [2022-02-11 18:51:06 main:574] : INFO : Epoch 1709 | loss: 0.0310835 | val_loss: 0.0311323 | Time: 2120.15 ms [2022-02-11 18:51:09 main:574] : INFO : Epoch 1710 | loss: 0.0310832 | val_loss: 0.0311301 | Time: 2101.72 ms [2022-02-11 18:51:11 main:574] : INFO : Epoch 1711 | loss: 0.0310878 | val_loss: 0.0311295 | Time: 2096.49 ms [2022-02-11 18:51:13 main:574] : INFO : Epoch 1712 | loss: 0.0310887 | val_loss: 0.0311347 | Time: 2080.14 ms [2022-02-11 18:51:15 main:574] : INFO : Epoch 1713 | loss: 0.0310858 | val_loss: 0.0311383 | Time: 2110.92 ms [2022-02-11 18:51:17 main:574] : INFO : Epoch 1714 | loss: 0.0310916 | val_loss: 0.0311284 | Time: 2087.33 ms [2022-02-11 18:51:19 main:574] : INFO : Epoch 1715 | loss: 0.0310865 | val_loss: 0.0311299 | Time: 2113.92 ms [2022-02-11 18:51:21 main:574] : INFO : Epoch 1716 | loss: 0.0310891 | val_loss: 0.0311358 | Time: 2072.84 ms [2022-02-11 18:51:23 main:574] : INFO : Epoch 1717 | loss: 0.0310856 | val_loss: 0.0311414 | Time: 2097.21 ms [2022-02-11 18:51:25 main:574] : INFO : Epoch 1718 | loss: 0.0310807 | val_loss: 0.031135 | Time: 2096.54 ms [2022-02-11 18:51:27 main:574] : INFO : Epoch 1719 | loss: 0.0310791 | val_loss: 0.0311374 | Time: 2088.11 ms [2022-02-11 18:51:30 main:574] : INFO : Epoch 1720 | loss: 0.0310804 | val_loss: 0.0311294 | Time: 2081.85 ms [2022-02-11 18:51:32 main:574] : INFO : Epoch 1721 | loss: 0.0310778 | val_loss: 0.0311357 | Time: 2109.3 ms [2022-02-11 18:51:34 main:574] : INFO : Epoch 1722 | loss: 0.0310798 | val_loss: 0.0311318 | Time: 2092.89 ms [2022-02-11 18:51:36 main:574] : INFO : Epoch 1723 | loss: 0.0310793 | val_loss: 0.0311415 | Time: 2112.95 ms [2022-02-11 18:51:38 main:574] : INFO : Epoch 1724 | loss: 0.0310859 | val_loss: 0.0311259 | Time: 2080.47 ms [2022-02-11 18:51:40 main:574] : INFO : Epoch 1725 | loss: 0.0311004 | val_loss: 0.0311358 | Time: 2076.63 ms [2022-02-11 18:51:42 main:574] : INFO : Epoch 1726 | loss: 0.0310896 | val_loss: 0.0311341 | Time: 2099.8 ms [2022-02-11 18:51:44 main:574] : INFO : Epoch 1727 | loss: 0.0310825 | val_loss: 0.031133 | Time: 2072.68 ms [2022-02-11 18:51:46 main:574] : INFO : Epoch 1728 | loss: 0.0310807 | val_loss: 0.031134 | Time: 2110.12 ms [2022-02-11 18:51:48 main:574] : INFO : Epoch 1729 | loss: 0.0310768 | val_loss: 0.0311363 | Time: 2078.18 ms [2022-02-11 18:51:50 main:574] : INFO : Epoch 1730 | loss: 0.0310768 | val_loss: 0.0311434 | Time: 2075.05 ms [2022-02-11 18:51:53 main:574] : INFO : Epoch 1731 | loss: 0.0310774 | val_loss: 0.0311325 | Time: 2085.79 ms [2022-02-11 18:51:55 main:574] : INFO : Epoch 1732 | loss: 0.031078 | val_loss: 0.0311386 | Time: 2115.74 ms [2022-02-11 18:51:57 main:574] : INFO : Epoch 1733 | loss: 0.0310787 | val_loss: 0.0311324 | Time: 2080.3 ms [2022-02-11 18:51:59 main:574] : INFO : Epoch 1734 | loss: 0.0310781 | val_loss: 0.0311344 | Time: 1960.89 ms [2022-02-11 18:52:01 main:574] : INFO : Epoch 1735 | loss: 0.0310947 | val_loss: 0.0311277 | Time: 2094.86 ms [2022-02-11 18:52:03 main:574] : INFO : Epoch 1736 | loss: 0.0310844 | val_loss: 0.0311309 | Time: 2116.2 ms [2022-02-11 18:52:05 main:574] : INFO : Epoch 1737 | loss: 0.03108 | val_loss: 0.0311292 | Time: 2110.87 ms [2022-02-11 18:52:07 main:574] : INFO : Epoch 1738 | loss: 0.0310814 | val_loss: 0.0311406 | Time: 2086.93 ms [2022-02-11 18:52:09 main:574] : INFO : Epoch 1739 | loss: 0.0310808 | val_loss: 0.0311359 | Time: 2091.65 ms [2022-02-11 18:52:11 main:574] : INFO : Epoch 1740 | loss: 0.0310798 | val_loss: 0.0311367 | Time: 2085.68 ms [2022-02-11 18:52:13 main:574] : INFO : Epoch 1741 | loss: 0.0310802 | val_loss: 0.0311376 | Time: 2086.56 ms [2022-02-11 18:52:15 main:574] : INFO : Epoch 1742 | loss: 0.0310824 | val_loss: 0.0311297 | Time: 2101.98 ms [2022-02-11 18:52:18 main:574] : INFO : Epoch 1743 | loss: 0.031083 | val_loss: 0.0311367 | Time: 2092.63 ms [2022-02-11 18:52:20 main:574] : INFO : Epoch 1744 | loss: 0.0310893 | val_loss: 0.031131 | Time: 2061.72 ms [2022-02-11 18:52:22 main:574] : INFO : Epoch 1745 | loss: 0.0310898 | val_loss: 0.0311319 | Time: 2096.14 ms [2022-02-11 18:52:24 main:574] : INFO : Epoch 1746 | loss: 0.031089 | val_loss: 0.0311373 | Time: 2089.86 ms [2022-02-11 18:52:26 main:574] : INFO : Epoch 1747 | loss: 0.0310874 | val_loss: 0.0311394 | Time: 2099.03 ms [2022-02-11 18:52:28 main:574] : INFO : Epoch 1748 | loss: 0.0310844 | val_loss: 0.0311293 | Time: 2092.05 ms [2022-02-11 18:52:30 main:574] : INFO : Epoch 1749 | loss: 0.0310847 | val_loss: 0.0311295 | Time: 2074.13 ms [2022-02-11 18:52:32 main:574] : INFO : Epoch 1750 | loss: 0.0310907 | val_loss: 0.0311276 | Time: 2078.17 ms [2022-02-11 18:52:34 main:574] : INFO : Epoch 1751 | loss: 0.031091 | val_loss: 0.031131 | Time: 2105.94 ms [2022-02-11 18:52:36 main:574] : INFO : Epoch 1752 | loss: 0.0310915 | val_loss: 0.0311316 | Time: 2091.07 ms [2022-02-11 18:52:38 main:574] : INFO : Epoch 1753 | loss: 0.0310869 | val_loss: 0.0311338 | Time: 2087.78 ms [2022-02-11 18:52:41 main:574] : INFO : Epoch 1754 | loss: 0.0310857 | val_loss: 0.0311347 | Time: 2080.49 ms [2022-02-11 18:52:43 main:574] : INFO : Epoch 1755 | loss: 0.0310908 | val_loss: 0.0311317 | Time: 2087.6 ms [2022-02-11 18:52:45 main:574] : INFO : Epoch 1756 | loss: 0.031092 | val_loss: 0.0311355 | Time: 2096.32 ms [2022-02-11 18:52:47 main:574] : INFO : Epoch 1757 | loss: 0.0310888 | val_loss: 0.0311387 | Time: 2068.69 ms [2022-02-11 18:52:49 main:574] : INFO : Epoch 1758 | loss: 0.0310857 | val_loss: 0.0311329 | Time: 2082.43 ms [2022-02-11 18:52:51 main:574] : INFO : Epoch 1759 | loss: 0.0310872 | val_loss: 0.0311337 | Time: 2091.31 ms [2022-02-11 18:52:53 main:574] : INFO : Epoch 1760 | loss: 0.0310833 | val_loss: 0.0311399 | Time: 2098.64 ms [2022-02-11 18:52:55 main:574] : INFO : Epoch 1761 | loss: 0.0310827 | val_loss: 0.0311408 | Time: 2099.51 ms [2022-02-11 18:52:57 main:574] : INFO : Epoch 1762 | loss: 0.0310815 | val_loss: 0.0311423 | Time: 2086.21 ms [2022-02-11 18:52:59 main:574] : INFO : Epoch 1763 | loss: 0.0310788 | val_loss: 0.0311393 | Time: 2115.22 ms [2022-02-11 18:53:01 main:574] : INFO : Epoch 1764 | loss: 0.0310806 | val_loss: 0.0311421 | Time: 2116.1 ms [2022-02-11 18:53:04 main:574] : INFO : Epoch 1765 | loss: 0.0310796 | val_loss: 0.0311336 | Time: 2098.15 ms [2022-02-11 18:53:06 main:574] : INFO : Epoch 1766 | loss: 0.0310771 | val_loss: 0.0311329 | Time: 2083.04 ms [2022-02-11 18:53:08 main:574] : INFO : Epoch 1767 | loss: 0.0310801 | val_loss: 0.0311311 | Time: 2101.62 ms [2022-02-11 18:53:10 main:574] : INFO : Epoch 1768 | loss: 0.031081 | val_loss: 0.0311326 | Time: 2090.97 ms [2022-02-11 18:53:12 main:574] : INFO : Epoch 1769 | loss: 0.0310786 | val_loss: 0.0311303 | Time: 2084.73 ms [2022-02-11 18:53:14 main:574] : INFO : Epoch 1770 | loss: 0.0310775 | val_loss: 0.0311402 | Time: 2113.03 ms [2022-02-11 18:53:16 main:574] : INFO : Epoch 1771 | loss: 0.03108 | val_loss: 0.0311349 | Time: 2109.47 ms [2022-02-11 18:53:18 main:574] : INFO : Epoch 1772 | loss: 0.0310782 | val_loss: 0.0311342 | Time: 2109 ms [2022-02-11 18:53:20 main:574] : INFO : Epoch 1773 | loss: 0.0310746 | val_loss: 0.0311295 | Time: 2117.09 ms [2022-02-11 18:53:22 main:574] : INFO : Epoch 1774 | loss: 0.0310781 | val_loss: 0.0311285 | Time: 2094.35 ms [2022-02-11 18:53:25 main:574] : INFO : Epoch 1775 | loss: 0.0310797 | val_loss: 0.0311409 | Time: 2089.1 ms [2022-02-11 18:53:27 main:574] : INFO : Epoch 1776 | loss: 0.0310812 | val_loss: 0.0311323 | Time: 2097.74 ms [2022-02-11 18:53:29 main:574] : INFO : Epoch 1777 | loss: 0.0310793 | val_loss: 0.0311273 | Time: 2102.68 ms [2022-02-11 18:53:31 main:574] : INFO : Epoch 1778 | loss: 0.0310833 | val_loss: 0.0311338 | Time: 2084.28 ms [2022-02-11 18:53:33 main:574] : INFO : Epoch 1779 | loss: 0.0310806 | val_loss: 0.0311374 | Time: 2114.75 ms [2022-02-11 18:53:35 main:574] : INFO : Epoch 1780 | loss: 0.0310791 | val_loss: 0.0311378 | Time: 2081.95 ms [2022-02-11 18:53:37 main:574] : INFO : Epoch 1781 | loss: 0.0310767 | val_loss: 0.0311365 | Time: 2113.9 ms [2022-02-11 18:53:39 main:574] : INFO : Epoch 1782 | loss: 0.0310781 | val_loss: 0.0311286 | Time: 2080.78 ms [2022-02-11 18:53:41 main:574] : INFO : Epoch 1783 | loss: 0.0310812 | val_loss: 0.0311329 | Time: 2087.17 ms [2022-02-11 18:53:43 main:574] : INFO : Epoch 1784 | loss: 0.0310873 | val_loss: 0.0311371 | Time: 2088.06 ms [2022-02-11 18:53:46 main:574] : INFO : Epoch 1785 | loss: 0.0310876 | val_loss: 0.0311393 | Time: 2090.25 ms [2022-02-11 18:53:48 main:574] : INFO : Epoch 1786 | loss: 0.0310873 | val_loss: 0.0311355 | Time: 2098.39 ms [2022-02-11 18:53:50 main:574] : INFO : Epoch 1787 | loss: 0.0310867 | val_loss: 0.0311331 | Time: 2098.12 ms [2022-02-11 18:53:52 main:574] : INFO : Epoch 1788 | loss: 0.0310875 | val_loss: 0.0311419 | Time: 2105.44 ms [2022-02-11 18:53:54 main:574] : INFO : Epoch 1789 | loss: 0.0310869 | val_loss: 0.0311392 | Time: 2082.13 ms [2022-02-11 18:53:56 main:574] : INFO : Epoch 1790 | loss: 0.0310855 | val_loss: 0.0311414 | Time: 2099.35 ms [2022-02-11 18:53:58 main:574] : INFO : Epoch 1791 | loss: 0.0310919 | val_loss: 0.0311337 | Time: 2113.3 ms [2022-02-11 18:54:00 main:574] : INFO : Epoch 1792 | loss: 0.0310955 | val_loss: 0.0311376 | Time: 2097.54 ms [2022-02-11 18:54:02 main:574] : INFO : Epoch 1793 | loss: 0.031092 | val_loss: 0.0311355 | Time: 2101.92 ms [2022-02-11 18:54:04 main:574] : INFO : Epoch 1794 | loss: 0.0310899 | val_loss: 0.0311441 | Time: 2141.27 ms [2022-02-11 18:54:07 main:574] : INFO : Epoch 1795 | loss: 0.0310907 | val_loss: 0.0311355 | Time: 2066.05 ms [2022-02-11 18:54:09 main:574] : INFO : Epoch 1796 | loss: 0.0310934 | val_loss: 0.031138 | Time: 2095.61 ms [2022-02-11 18:54:11 main:574] : INFO : Epoch 1797 | loss: 0.0310933 | val_loss: 0.0311472 | Time: 2111.12 ms [2022-02-11 18:54:13 main:574] : INFO : Epoch 1798 | loss: 0.0311006 | val_loss: 0.0311547 | Time: 2131.43 ms [2022-02-11 18:54:15 main:574] : INFO : Epoch 1799 | loss: 0.0310938 | val_loss: 0.0311403 | Time: 2104.66 ms [2022-02-11 18:54:17 main:574] : INFO : Epoch 1800 | loss: 0.0310894 | val_loss: 0.0311386 | Time: 2106.62 ms [2022-02-11 18:54:19 main:574] : INFO : Epoch 1801 | loss: 0.0310852 | val_loss: 0.0311384 | Time: 2102.62 ms [2022-02-11 18:54:21 main:574] : INFO : Epoch 1802 | loss: 0.0310829 | val_loss: 0.0311392 | Time: 2127.76 ms [2022-02-11 18:54:23 main:574] : INFO : Epoch 1803 | loss: 0.0310829 | val_loss: 0.031131 | Time: 2103.23 ms [2022-02-11 18:54:26 main:574] : INFO : Epoch 1804 | loss: 0.031091 | val_loss: 0.0311379 | Time: 2130.92 ms [2022-02-11 18:54:28 main:574] : INFO : Epoch 1805 | loss: 0.0310868 | val_loss: 0.0311359 | Time: 2161.97 ms [2022-02-11 18:54:30 main:574] : INFO : Epoch 1806 | loss: 0.0310843 | val_loss: 0.0311386 | Time: 2102.34 ms [2022-02-11 18:54:32 main:574] : INFO : Epoch 1807 | loss: 0.0310884 | val_loss: 0.0311306 | Time: 2088.98 ms [2022-02-11 18:54:34 main:574] : INFO : Epoch 1808 | loss: 0.0310956 | val_loss: 0.0311358 | Time: 2130.61 ms [2022-02-11 18:54:36 main:574] : INFO : Epoch 1809 | loss: 0.0311021 | val_loss: 0.0311349 | Time: 2128.99 ms [2022-02-11 18:54:38 main:574] : INFO : Epoch 1810 | loss: 0.0310912 | val_loss: 0.0311371 | Time: 2113.79 ms [2022-02-11 18:54:40 main:574] : INFO : Epoch 1811 | loss: 0.0310924 | val_loss: 0.0311322 | Time: 2083.67 ms [2022-02-11 18:54:43 main:574] : INFO : Epoch 1812 | loss: 0.0310858 | val_loss: 0.0311358 | Time: 2201.2 ms [2022-02-11 18:54:45 main:574] : INFO : Epoch 1813 | loss: 0.0310868 | val_loss: 0.0311393 | Time: 2183.16 ms [2022-02-11 18:54:47 main:574] : INFO : Epoch 1814 | loss: 0.0310867 | val_loss: 0.0311364 | Time: 2155.61 ms [2022-02-11 18:54:49 main:574] : INFO : Epoch 1815 | loss: 0.0310855 | val_loss: 0.0311399 | Time: 2240.68 ms [2022-02-11 18:54:51 main:574] : INFO : Epoch 1816 | loss: 0.0310865 | val_loss: 0.0311387 | Time: 2105.96 ms [2022-02-11 18:54:53 main:574] : INFO : Epoch 1817 | loss: 0.0310855 | val_loss: 0.0311413 | Time: 2088.96 ms [2022-02-11 18:54:55 main:574] : INFO : Epoch 1818 | loss: 0.0310813 | val_loss: 0.0311394 | Time: 2105.81 ms [2022-02-11 18:54:58 main:574] : INFO : Epoch 1819 | loss: 0.0310804 | val_loss: 0.0311391 | Time: 2069.81 ms [2022-02-11 18:55:00 main:574] : INFO : Epoch 1820 | loss: 0.0310775 | val_loss: 0.0311435 | Time: 2193.49 ms [2022-02-11 18:55:02 main:574] : INFO : Epoch 1821 | loss: 0.0310786 | val_loss: 0.0311378 | Time: 2155.6 ms [2022-02-11 18:55:04 main:574] : INFO : Epoch 1822 | loss: 0.0311022 | val_loss: 0.0311434 | Time: 2126.07 ms [2022-02-11 18:55:06 main:574] : INFO : Epoch 1823 | loss: 0.0311222 | val_loss: 0.0311466 | Time: 2124.4 ms [2022-02-11 18:55:08 main:574] : INFO : Epoch 1824 | loss: 0.0311154 | val_loss: 0.0311399 | Time: 2111.27 ms [2022-02-11 18:55:10 main:574] : INFO : Epoch 1825 | loss: 0.0311103 | val_loss: 0.0311362 | Time: 2136.82 ms [2022-02-11 18:55:13 main:574] : INFO : Epoch 1826 | loss: 0.0311062 | val_loss: 0.0311381 | Time: 2129.47 ms [2022-02-11 18:55:15 main:574] : INFO : Epoch 1827 | loss: 0.0311029 | val_loss: 0.0311365 | Time: 2130.98 ms [2022-02-11 18:55:17 main:574] : INFO : Epoch 1828 | loss: 0.0311011 | val_loss: 0.031139 | Time: 2133.77 ms [2022-02-11 18:55:19 main:574] : INFO : Epoch 1829 | loss: 0.0311012 | val_loss: 0.0311366 | Time: 2117.24 ms [2022-02-11 18:55:21 main:574] : INFO : Epoch 1830 | loss: 0.0310989 | val_loss: 0.0311363 | Time: 2125.77 ms [2022-02-11 18:55:23 main:574] : INFO : Epoch 1831 | loss: 0.0310997 | val_loss: 0.03114 | Time: 2131.09 ms [2022-02-11 18:55:25 main:574] : INFO : Epoch 1832 | loss: 0.0310966 | val_loss: 0.031139 | Time: 2103.74 ms [2022-02-11 18:55:27 main:574] : INFO : Epoch 1833 | loss: 0.0310955 | val_loss: 0.0311378 | Time: 2106.45 ms [2022-02-11 18:55:29 main:574] : INFO : Epoch 1834 | loss: 0.0310928 | val_loss: 0.0311467 | Time: 2101.1 ms [2022-02-11 18:55:32 main:574] : INFO : Epoch 1835 | loss: 0.0310924 | val_loss: 0.0311422 | Time: 2159.38 ms [2022-02-11 18:55:34 main:574] : INFO : Epoch 1836 | loss: 0.0310934 | val_loss: 0.0311446 | Time: 2486.57 ms [2022-02-11 18:55:36 main:574] : INFO : Epoch 1837 | loss: 0.0310926 | val_loss: 0.031137 | Time: 2140 ms [2022-02-11 18:55:38 main:574] : INFO : Epoch 1838 | loss: 0.0310903 | val_loss: 0.03114 | Time: 2106.9 ms [2022-02-11 18:55:41 main:574] : INFO : Epoch 1839 | loss: 0.0310907 | val_loss: 0.0311443 | Time: 2144.67 ms [2022-02-11 18:55:43 main:574] : INFO : Epoch 1840 | loss: 0.0310913 | val_loss: 0.0311367 | Time: 2101.03 ms [2022-02-11 18:55:45 main:574] : INFO : Epoch 1841 | loss: 0.0310922 | val_loss: 0.0311444 | Time: 2090.39 ms [2022-02-11 18:55:47 main:574] : INFO : Epoch 1842 | loss: 0.0310915 | val_loss: 0.0311468 | Time: 2131.28 ms [2022-02-11 18:55:49 main:574] : INFO : Epoch 1843 | loss: 0.0310901 | val_loss: 0.0311406 | Time: 2207.59 ms [2022-02-11 18:55:51 main:574] : INFO : Epoch 1844 | loss: 0.0310879 | val_loss: 0.0311408 | Time: 2194.03 ms [2022-02-11 18:55:53 main:574] : INFO : Epoch 1845 | loss: 0.0310888 | val_loss: 0.0311465 | Time: 2201.95 ms [2022-02-11 18:55:56 main:574] : INFO : Epoch 1846 | loss: 0.0310896 | val_loss: 0.031139 | Time: 2097.91 ms [2022-02-11 18:55:58 main:574] : INFO : Epoch 1847 | loss: 0.0310874 | val_loss: 0.0311389 | Time: 2141.11 ms [2022-02-11 18:56:00 main:574] : INFO : Epoch 1848 | loss: 0.0310937 | val_loss: 0.0311362 | Time: 2105.76 ms [2022-02-11 18:56:02 main:574] : INFO : Epoch 1849 | loss: 0.0310997 | val_loss: 0.0311322 | Time: 2080.98 ms [2022-02-11 18:56:04 main:574] : INFO : Epoch 1850 | loss: 0.0310976 | val_loss: 0.0311376 | Time: 2087.13 ms [2022-02-11 18:56:06 main:574] : INFO : Epoch 1851 | loss: 0.0311064 | val_loss: 0.0311396 | Time: 2066.4 ms [2022-02-11 18:56:08 main:574] : INFO : Epoch 1852 | loss: 0.0311009 | val_loss: 0.0311362 | Time: 2072.5 ms [2022-02-11 18:56:10 main:574] : INFO : Epoch 1853 | loss: 0.0310952 | val_loss: 0.0311406 | Time: 2065.75 ms [2022-02-11 18:56:12 main:574] : INFO : Epoch 1854 | loss: 0.031107 | val_loss: 0.0311391 | Time: 2075.51 ms [2022-02-11 18:56:14 main:574] : INFO : Epoch 1855 | loss: 0.0310986 | val_loss: 0.0311326 | Time: 2069.25 ms [2022-02-11 18:56:16 main:574] : INFO : Epoch 1856 | loss: 0.0310932 | val_loss: 0.031131 | Time: 2053.94 ms [2022-02-11 18:56:19 main:574] : INFO : Epoch 1857 | loss: 0.0310943 | val_loss: 0.0311398 | Time: 2108.4 ms [2022-02-11 18:56:21 main:574] : INFO : Epoch 1858 | loss: 0.0310951 | val_loss: 0.031139 | Time: 2058.65 ms [2022-02-11 18:56:23 main:574] : INFO : Epoch 1859 | loss: 0.0310945 | val_loss: 0.0311351 | Time: 2108.26 ms [2022-02-11 18:56:25 main:574] : INFO : Epoch 1860 | loss: 0.0310935 | val_loss: 0.0311366 | Time: 2104.41 ms [2022-02-11 18:56:27 main:574] : INFO : Epoch 1861 | loss: 0.0310901 | val_loss: 0.0311377 | Time: 2074.09 ms [2022-02-11 18:56:29 main:574] : INFO : Epoch 1862 | loss: 0.0310884 | val_loss: 0.0311409 | Time: 2064.47 ms [2022-02-11 18:56:31 main:574] : INFO : Epoch 1863 | loss: 0.0310909 | val_loss: 0.0311378 | Time: 2077.22 ms [2022-02-11 18:56:33 main:574] : INFO : Epoch 1864 | loss: 0.0310914 | val_loss: 0.0311364 | Time: 2089.25 ms [2022-02-11 18:56:35 main:574] : INFO : Epoch 1865 | loss: 0.031089 | val_loss: 0.0311409 | Time: 2082.14 ms [2022-02-11 18:56:37 main:574] : INFO : Epoch 1866 | loss: 0.0310886 | val_loss: 0.0311393 | Time: 2126.99 ms [2022-02-11 18:56:39 main:574] : INFO : Epoch 1867 | loss: 0.0310869 | val_loss: 0.0311385 | Time: 2068.96 ms [2022-02-11 18:56:41 main:574] : INFO : Epoch 1868 | loss: 0.031087 | val_loss: 0.0311434 | Time: 2084.48 ms [2022-02-11 18:56:44 main:574] : INFO : Epoch 1869 | loss: 0.0310908 | val_loss: 0.0311302 | Time: 2069.66 ms [2022-02-11 18:56:46 main:574] : INFO : Epoch 1870 | loss: 0.0310892 | val_loss: 0.0311388 | Time: 2130.99 ms [2022-02-11 18:56:48 main:574] : INFO : Epoch 1871 | loss: 0.0310897 | val_loss: 0.031143 | Time: 2093.15 ms [2022-02-11 18:56:50 main:574] : INFO : Epoch 1872 | loss: 0.0310868 | val_loss: 0.0311412 | Time: 2203.22 ms [2022-02-11 18:56:52 main:574] : INFO : Epoch 1873 | loss: 0.0310841 | val_loss: 0.0311324 | Time: 2081.07 ms [2022-02-11 18:56:54 main:574] : INFO : Epoch 1874 | loss: 0.0310838 | val_loss: 0.031131 | Time: 2084.05 ms [2022-02-11 18:56:56 main:574] : INFO : Epoch 1875 | loss: 0.0310829 | val_loss: 0.0311376 | Time: 2085.09 ms [2022-02-11 18:56:58 main:574] : INFO : Epoch 1876 | loss: 0.0311166 | val_loss: 0.031165 | Time: 2072.84 ms [2022-02-11 18:57:00 main:574] : INFO : Epoch 1877 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 2080.93 ms [2022-02-11 18:57:02 main:574] : INFO : Epoch 1878 | loss: 0.0311601 | val_loss: 0.0311524 | Time: 2115.13 ms [2022-02-11 18:57:05 main:574] : INFO : Epoch 1879 | loss: 0.0311584 | val_loss: 0.0311501 | Time: 2133.32 ms [2022-02-11 18:57:07 main:574] : INFO : Epoch 1880 | loss: 0.031153 | val_loss: 0.0311465 | Time: 2182.73 ms [2022-02-11 18:57:09 main:574] : INFO : Epoch 1881 | loss: 0.0311502 | val_loss: 0.0311442 | Time: 2075.36 ms [2022-02-11 18:57:11 main:574] : INFO : Epoch 1882 | loss: 0.0311466 | val_loss: 0.0311434 | Time: 2165.72 ms [2022-02-11 18:57:13 main:574] : INFO : Epoch 1883 | loss: 0.0311454 | val_loss: 0.0311409 | Time: 2274.47 ms [2022-02-11 18:57:16 main:574] : INFO : Epoch 1884 | loss: 0.0311435 | val_loss: 0.0311437 | Time: 2197.86 ms [2022-02-11 18:57:18 main:574] : INFO : Epoch 1885 | loss: 0.0311404 | val_loss: 0.0311425 | Time: 2122.05 ms [2022-02-11 18:57:20 main:574] : INFO : Epoch 1886 | loss: 0.0311391 | val_loss: 0.0311418 | Time: 2081.57 ms [2022-02-11 18:57:22 main:574] : INFO : Epoch 1887 | loss: 0.0311386 | val_loss: 0.0311438 | Time: 2237.1 ms [2022-02-11 18:57:24 main:574] : INFO : Epoch 1888 | loss: 0.0311373 | val_loss: 0.0311413 | Time: 2190.15 ms [2022-02-11 18:57:26 main:574] : INFO : Epoch 1889 | loss: 0.0311355 | val_loss: 0.0311427 | Time: 2155.59 ms [2022-02-11 18:57:28 main:574] : INFO : Epoch 1890 | loss: 0.0311368 | val_loss: 0.0311442 | Time: 2165.93 ms [2022-02-11 18:57:31 main:574] : INFO : Epoch 1891 | loss: 0.0311353 | val_loss: 0.0311435 | Time: 2234.51 ms [2022-02-11 18:57:33 main:574] : INFO : Epoch 1892 | loss: 0.0311338 | val_loss: 0.0311447 | Time: 2087.31 ms [2022-02-11 18:57:35 main:574] : INFO : Epoch 1893 | loss: 0.0311383 | val_loss: 0.0311442 | Time: 2158.57 ms [2022-02-11 18:57:37 main:574] : INFO : Epoch 1894 | loss: 0.0311388 | val_loss: 0.0311403 | Time: 2161.98 ms [2022-02-11 18:57:39 main:574] : INFO : Epoch 1895 | loss: 0.0311379 | val_loss: 0.0311405 | Time: 2208.49 ms [2022-02-11 18:57:41 main:574] : INFO : Epoch 1896 | loss: 0.0311367 | val_loss: 0.0311409 | Time: 2087.46 ms [2022-02-11 18:57:44 main:574] : INFO : Epoch 1897 | loss: 0.0311385 | val_loss: 0.0311436 | Time: 2121.76 ms [2022-02-11 18:57:46 main:574] : INFO : Epoch 1898 | loss: 0.0311386 | val_loss: 0.0311442 | Time: 2110.76 ms [2022-02-11 18:57:48 main:574] : INFO : Epoch 1899 | loss: 0.0311375 | val_loss: 0.0311449 | Time: 2128.78 ms [2022-02-11 18:57:50 main:574] : INFO : Epoch 1900 | loss: 0.0311356 | val_loss: 0.0311426 | Time: 2094.62 ms [2022-02-11 18:57:52 main:574] : INFO : Epoch 1901 | loss: 0.0311373 | val_loss: 0.0311437 | Time: 2080.81 ms [2022-02-11 18:57:54 main:574] : INFO : Epoch 1902 | loss: 0.0311366 | val_loss: 0.0311407 | Time: 2086.6 ms [2022-02-11 18:57:56 main:574] : INFO : Epoch 1903 | loss: 0.0311334 | val_loss: 0.0311432 | Time: 2100.14 ms [2022-02-11 18:57:58 main:574] : INFO : Epoch 1904 | loss: 0.0311342 | val_loss: 0.031142 | Time: 2079.87 ms [2022-02-11 18:58:00 main:574] : INFO : Epoch 1905 | loss: 0.0311334 | val_loss: 0.0311414 | Time: 2096.11 ms [2022-02-11 18:58:02 main:574] : INFO : Epoch 1906 | loss: 0.0311328 | val_loss: 0.0311438 | Time: 2075.4 ms [2022-02-11 18:58:05 main:574] : INFO : Epoch 1907 | loss: 0.0311346 | val_loss: 0.0311448 | Time: 2129.52 ms [2022-02-11 18:58:07 main:574] : INFO : Epoch 1908 | loss: 0.0311341 | val_loss: 0.0311421 | Time: 2084.91 ms [2022-02-11 18:58:09 main:574] : INFO : Epoch 1909 | loss: 0.0311388 | val_loss: 0.0311464 | Time: 2102.57 ms [2022-02-11 18:58:11 main:574] : INFO : Epoch 1910 | loss: 0.0311342 | val_loss: 0.0311419 | Time: 2092.67 ms [2022-02-11 18:58:13 main:574] : INFO : Epoch 1911 | loss: 0.0311359 | val_loss: 0.0311521 | Time: 2107.61 ms [2022-02-11 18:58:15 main:574] : INFO : Epoch 1912 | loss: 0.0311501 | val_loss: 0.0311537 | Time: 2071.08 ms [2022-02-11 18:58:17 main:574] : INFO : Epoch 1913 | loss: 0.0311468 | val_loss: 0.0311503 | Time: 2114.54 ms [2022-02-11 18:58:19 main:574] : INFO : Epoch 1914 | loss: 0.031143 | val_loss: 0.0311541 | Time: 2101.21 ms [2022-02-11 18:58:21 main:574] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.0311507 | Time: 2098.17 ms [2022-02-11 18:58:23 main:574] : INFO : Epoch 1916 | loss: 0.0311409 | val_loss: 0.0311446 | Time: 2104.77 ms [2022-02-11 18:58:26 main:574] : INFO : Epoch 1917 | loss: 0.0311383 | val_loss: 0.0311432 | Time: 2095.62 ms [2022-02-11 18:58:28 main:574] : INFO : Epoch 1918 | loss: 0.0311377 | val_loss: 0.0311449 | Time: 2101.65 ms [2022-02-11 18:58:30 main:574] : INFO : Epoch 1919 | loss: 0.031137 | val_loss: 0.0311429 | Time: 2080.75 ms [2022-02-11 18:58:32 main:574] : INFO : Epoch 1920 | loss: 0.0311367 | val_loss: 0.031141 | Time: 2109.37 ms [2022-02-11 18:58:34 main:574] : INFO : Epoch 1921 | loss: 0.031135 | val_loss: 0.0311403 | Time: 2116.12 ms [2022-02-11 18:58:36 main:574] : INFO : Epoch 1922 | loss: 0.0311336 | val_loss: 0.031142 | Time: 2098.28 ms [2022-02-11 18:58:38 main:574] : INFO : Epoch 1923 | loss: 0.0311349 | val_loss: 0.0311421 | Time: 2069.46 ms [2022-02-11 18:58:40 main:574] : INFO : Epoch 1924 | loss: 0.031133 | val_loss: 0.0311427 | Time: 2093.33 ms [2022-02-11 18:58:42 main:574] : INFO : Epoch 1925 | loss: 0.0311318 | val_loss: 0.0311429 | Time: 2094.16 ms [2022-02-11 18:58:44 main:574] : INFO : Epoch 1926 | loss: 0.0311311 | val_loss: 0.031141 | Time: 2088.27 ms [2022-02-11 18:58:46 main:574] : INFO : Epoch 1927 | loss: 0.0311306 | val_loss: 0.0311418 | Time: 2085.36 ms [2022-02-11 18:58:49 main:574] : INFO : Epoch 1928 | loss: 0.0311324 | val_loss: 0.0311397 | Time: 2091.42 ms [2022-02-11 18:58:51 main:574] : INFO : Epoch 1929 | loss: 0.0311324 | val_loss: 0.0311427 | Time: 2124.59 ms [2022-02-11 18:58:53 main:574] : INFO : Epoch 1930 | loss: 0.0311407 | val_loss: 0.0311827 | Time: 2091.6 ms [2022-02-11 18:58:55 main:574] : INFO : Epoch 1931 | loss: 0.0385683 | val_loss: 0.0339764 | Time: 2098.49 ms [2022-02-11 18:58:57 main:574] : INFO : Epoch 1932 | loss: 0.0565529 | val_loss: 0.0315729 | Time: 2088.08 ms [2022-02-11 18:58:59 main:574] : INFO : Epoch 1933 | loss: 0.0319642 | val_loss: 0.0317649 | Time: 2107.44 ms [2022-02-11 18:59:01 main:574] : INFO : Epoch 1934 | loss: 0.0315154 | val_loss: 0.0313658 | Time: 2092.87 ms [2022-02-11 18:59:03 main:574] : INFO : Epoch 1935 | loss: 0.0313159 | val_loss: 0.0312766 | Time: 2097.36 ms [2022-02-11 18:59:05 main:574] : INFO : Epoch 1936 | loss: 0.031261 | val_loss: 0.0312466 | Time: 2076.94 ms [2022-02-11 18:59:07 main:574] : INFO : Epoch 1937 | loss: 0.0312387 | val_loss: 0.0312295 | Time: 2098.77 ms [2022-02-11 18:59:10 main:574] : INFO : Epoch 1938 | loss: 0.0312257 | val_loss: 0.0312185 | Time: 2096.93 ms [2022-02-11 18:59:12 main:574] : INFO : Epoch 1939 | loss: 0.0312174 | val_loss: 0.0312102 | Time: 2113.62 ms [2022-02-11 18:59:14 main:574] : INFO : Epoch 1940 | loss: 0.0312106 | val_loss: 0.0312041 | Time: 2099.75 ms [2022-02-11 18:59:16 main:574] : INFO : Epoch 1941 | loss: 0.0312049 | val_loss: 0.0311995 | Time: 2108.03 ms [2022-02-11 18:59:18 main:574] : INFO : Epoch 1942 | loss: 0.0312009 | val_loss: 0.0311959 | Time: 2109.68 ms [2022-02-11 18:59:20 main:574] : INFO : Epoch 1943 | loss: 0.0311975 | val_loss: 0.0311929 | Time: 2090.27 ms [2022-02-11 18:59:22 main:574] : INFO : Epoch 1944 | loss: 0.0311953 | val_loss: 0.0311914 | Time: 2090.72 ms [2022-02-11 18:59:24 main:574] : INFO : Epoch 1945 | loss: 0.031193 | val_loss: 0.0311897 | Time: 2076.14 ms [2022-02-11 18:59:26 main:574] : INFO : Epoch 1946 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 2099.04 ms [2022-02-11 18:59:28 main:574] : INFO : Epoch 1947 | loss: 0.0311906 | val_loss: 0.0311875 | Time: 2100.57 ms [2022-02-11 18:59:31 main:574] : INFO : Epoch 1948 | loss: 0.0311891 | val_loss: 0.0311862 | Time: 2088.58 ms [2022-02-11 18:59:33 main:574] : INFO : Epoch 1949 | loss: 0.0311886 | val_loss: 0.0311847 | Time: 2064.13 ms [2022-02-11 18:59:35 main:574] : INFO : Epoch 1950 | loss: 0.0311888 | val_loss: 0.0311841 | Time: 2108.53 ms [2022-02-11 18:59:37 main:574] : INFO : Epoch 1951 | loss: 0.0311879 | val_loss: 0.031184 | Time: 2100.8 ms [2022-02-11 18:59:39 main:574] : INFO : Epoch 1952 | loss: 0.0311871 | val_loss: 0.0311834 | Time: 2093.86 ms [2022-02-11 18:59:41 main:574] : INFO : Epoch 1953 | loss: 0.0311863 | val_loss: 0.0311832 | Time: 2068.2 ms [2022-02-11 18:59:43 main:574] : INFO : Epoch 1954 | loss: 0.0311855 | val_loss: 0.0311823 | Time: 2069.06 ms [2022-02-11 18:59:45 main:574] : INFO : Epoch 1955 | loss: 0.0311848 | val_loss: 0.031182 | Time: 2105.69 ms [2022-02-11 18:59:47 main:574] : INFO : Epoch 1956 | loss: 0.0311846 | val_loss: 0.0311816 | Time: 2110.46 ms [2022-02-11 18:59:49 main:574] : INFO : Epoch 1957 | loss: 0.0311842 | val_loss: 0.0311813 | Time: 2091.6 ms [2022-02-11 18:59:51 main:574] : INFO : Epoch 1958 | loss: 0.0311835 | val_loss: 0.0311809 | Time: 2096.34 ms [2022-02-11 18:59:54 main:574] : INFO : Epoch 1959 | loss: 0.0311826 | val_loss: 0.0311802 | Time: 2089.57 ms [2022-02-11 18:59:56 main:574] : INFO : Epoch 1960 | loss: 0.0311821 | val_loss: 0.0311796 | Time: 2113.52 ms [2022-02-11 18:59:58 main:574] : INFO : Epoch 1961 | loss: 0.0311815 | val_loss: 0.0311795 | Time: 2066.64 ms [2022-02-11 19:00:00 main:574] : INFO : Epoch 1962 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 2102.69 ms [2022-02-11 19:00:02 main:574] : INFO : Epoch 1963 | loss: 0.0311804 | val_loss: 0.0311787 | Time: 2103.41 ms [2022-02-11 19:00:04 main:574] : INFO : Epoch 1964 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 2126.8 ms [2022-02-11 19:00:06 main:574] : INFO : Epoch 1965 | loss: 0.0311799 | val_loss: 0.0311778 | Time: 2103.29 ms [2022-02-11 19:00:08 main:574] : INFO : Epoch 1966 | loss: 0.031179 | val_loss: 0.0311769 | Time: 2095.71 ms [2022-02-11 19:00:10 main:574] : INFO : Epoch 1967 | loss: 0.0311787 | val_loss: 0.0311766 | Time: 2080.94 ms [2022-02-11 19:00:12 main:574] : INFO : Epoch 1968 | loss: 0.0311784 | val_loss: 0.0311753 | Time: 2106.06 ms [2022-02-11 19:00:15 main:574] : INFO : Epoch 1969 | loss: 0.0311774 | val_loss: 0.0311748 | Time: 2119.65 ms [2022-02-11 19:00:17 main:574] : INFO : Epoch 1970 | loss: 0.0311769 | val_loss: 0.0311742 | Time: 2072.07 ms [2022-02-11 19:00:19 main:574] : INFO : Epoch 1971 | loss: 0.0311764 | val_loss: 0.0311738 | Time: 2094.4 ms [2022-02-11 19:00:21 main:574] : INFO : Epoch 1972 | loss: 0.0311757 | val_loss: 0.031174 | Time: 2105.58 ms [2022-02-11 19:00:23 main:574] : INFO : Epoch 1973 | loss: 0.0311752 | val_loss: 0.0311733 | Time: 2122.34 ms [2022-02-11 19:00:25 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 2111.71 ms [2022-02-11 19:00:27 main:574] : INFO : Epoch 1975 | loss: 0.0311747 | val_loss: 0.0311736 | Time: 2123.61 ms [2022-02-11 19:00:29 main:574] : INFO : Epoch 1976 | loss: 0.0311749 | val_loss: 0.0311729 | Time: 2126.17 ms [2022-02-11 19:00:31 main:574] : INFO : Epoch 1977 | loss: 0.0311747 | val_loss: 0.0311727 | Time: 2068.53 ms [2022-02-11 19:00:33 main:574] : INFO : Epoch 1978 | loss: 0.0311736 | val_loss: 0.0311725 | Time: 2062.42 ms [2022-02-11 19:00:36 main:574] : INFO : Epoch 1979 | loss: 0.0311736 | val_loss: 0.0311722 | Time: 2119.6 ms [2022-02-11 19:00:38 main:574] : INFO : Epoch 1980 | loss: 0.0311749 | val_loss: 0.0311722 | Time: 2123.66 ms [2022-02-11 19:00:40 main:574] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.031172 | Time: 2078.62 ms [2022-02-11 19:00:42 main:574] : INFO : Epoch 1982 | loss: 0.0311732 | val_loss: 0.0311716 | Time: 2100.61 ms [2022-02-11 19:00:44 main:574] : INFO : Epoch 1983 | loss: 0.0311734 | val_loss: 0.031171 | Time: 2115.25 ms [2022-02-11 19:00:46 main:574] : INFO : Epoch 1984 | loss: 0.0311734 | val_loss: 0.0311715 | Time: 2088.35 ms [2022-02-11 19:00:48 main:574] : INFO : Epoch 1985 | loss: 0.0311723 | val_loss: 0.0311722 | Time: 2090.69 ms [2022-02-11 19:00:50 main:574] : INFO : Epoch 1986 | loss: 0.0311719 | val_loss: 0.0311698 | Time: 2090.92 ms [2022-02-11 19:00:52 main:574] : INFO : Epoch 1987 | loss: 0.0311705 | val_loss: 0.0311686 | Time: 2105.67 ms [2022-02-11 19:00:54 main:574] : INFO : Epoch 1988 | loss: 0.0311695 | val_loss: 0.0311682 | Time: 2088.76 ms [2022-02-11 19:00:57 main:574] : INFO : Epoch 1989 | loss: 0.0311694 | val_loss: 0.0311675 | Time: 2108.37 ms [2022-02-11 19:00:59 main:574] : INFO : Epoch 1990 | loss: 0.0311682 | val_loss: 0.031167 | Time: 2085.6 ms [2022-02-11 19:01:01 main:574] : INFO : Epoch 1991 | loss: 0.0311682 | val_loss: 0.0311676 | Time: 2068.95 ms [2022-02-11 19:01:03 main:574] : INFO : Epoch 1992 | loss: 0.0311683 | val_loss: 0.0311666 | Time: 2100.61 ms [2022-02-11 19:01:05 main:574] : INFO : Epoch 1993 | loss: 0.031167 | val_loss: 0.0311663 | Time: 2119.93 ms [2022-02-11 19:01:07 main:574] : INFO : Epoch 1994 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2093.48 ms [2022-02-11 19:01:09 main:574] : INFO : Epoch 1995 | loss: 0.0311667 | val_loss: 0.0311657 | Time: 2072.17 ms [2022-02-11 19:01:11 main:574] : INFO : Epoch 1996 | loss: 0.0311655 | val_loss: 0.0311647 | Time: 2113.94 ms [2022-02-11 19:01:13 main:574] : INFO : Epoch 1997 | loss: 0.0311648 | val_loss: 0.0311645 | Time: 2106.46 ms [2022-02-11 19:01:15 main:574] : INFO : Epoch 1998 | loss: 0.0311647 | val_loss: 0.0311646 | Time: 2103.68 ms [2022-02-11 19:01:18 main:574] : INFO : Epoch 1999 | loss: 0.0311641 | val_loss: 0.0311654 | Time: 2087.37 ms [2022-02-11 19:01:20 main:574] : INFO : Epoch 2000 | loss: 0.0311642 | val_loss: 0.0311648 | Time: 2092.5 ms [2022-02-11 19:01:22 main:574] : INFO : Epoch 2001 | loss: 0.0311649 | val_loss: 0.0311645 | Time: 2114.39 ms [2022-02-11 19:01:24 main:574] : INFO : Epoch 2002 | loss: 0.0311651 | val_loss: 0.0311642 | Time: 2077.73 ms [2022-02-11 19:01:26 main:574] : INFO : Epoch 2003 | loss: 0.0311643 | val_loss: 0.0311638 | Time: 2083.74 ms [2022-02-11 19:01:28 main:574] : INFO : Epoch 2004 | loss: 0.0311635 | val_loss: 0.0311638 | Time: 2099.58 ms [2022-02-11 19:01:30 main:574] : INFO : Epoch 2005 | loss: 0.0311634 | val_loss: 0.0311628 | Time: 2111.07 ms [2022-02-11 19:01:32 main:574] : INFO : Epoch 2006 | loss: 0.0311633 | val_loss: 0.0311625 | Time: 2114.08 ms [2022-02-11 19:01:34 main:574] : INFO : Epoch 2007 | loss: 0.0311628 | val_loss: 0.0311627 | Time: 2103.99 ms [2022-02-11 19:01:36 main:574] : INFO : Epoch 2008 | loss: 0.0311622 | val_loss: 0.0311635 | Time: 2104.22 ms [2022-02-11 19:01:39 main:574] : INFO : Epoch 2009 | loss: 0.0311615 | val_loss: 0.0311644 | Time: 2084.01 ms [2022-02-11 19:01:41 main:574] : INFO : Epoch 2010 | loss: 0.0311632 | val_loss: 0.0311629 | Time: 2113.6 ms [2022-02-11 19:01:43 main:574] : INFO : Epoch 2011 | loss: 0.0311629 | val_loss: 0.0311649 | Time: 2103.98 ms [2022-02-11 19:01:45 main:574] : INFO : Epoch 2012 | loss: 0.0311626 | val_loss: 0.0311617 | Time: 2088.2 ms [2022-02-11 19:01:47 main:574] : INFO : Epoch 2013 | loss: 0.0311616 | val_loss: 0.0311618 | Time: 2094.77 ms [2022-02-11 19:01:49 main:574] : INFO : Epoch 2014 | loss: 0.0311614 | val_loss: 0.0311618 | Time: 2112.91 ms [2022-02-11 19:01:51 main:574] : INFO : Epoch 2015 | loss: 0.0311605 | val_loss: 0.0311625 | Time: 2106.28 ms [2022-02-11 19:01:53 main:574] : INFO : Epoch 2016 | loss: 0.0311594 | val_loss: 0.0311638 | Time: 2113.03 ms [2022-02-11 19:01:55 main:574] : INFO : Epoch 2017 | loss: 0.0311595 | val_loss: 0.0311616 | Time: 2105.18 ms [2022-02-11 19:01:57 main:574] : INFO : Epoch 2018 | loss: 0.0311596 | val_loss: 0.0311619 | Time: 2086.68 ms [2022-02-11 19:02:00 main:574] : INFO : Epoch 2019 | loss: 0.0311632 | val_loss: 0.0311628 | Time: 2089.66 ms [2022-02-11 19:02:02 main:574] : INFO : Epoch 2020 | loss: 0.0311641 | val_loss: 0.0311643 | Time: 2083.89 ms [2022-02-11 19:02:04 main:574] : INFO : Epoch 2021 | loss: 0.0311645 | val_loss: 0.031163 | Time: 2112.42 ms [2022-02-11 19:02:06 main:574] : INFO : Epoch 2022 | loss: 0.0311633 | val_loss: 0.0311621 | Time: 2098.04 ms [2022-02-11 19:02:08 main:574] : INFO : Epoch 2023 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 2110.52 ms [2022-02-11 19:02:10 main:574] : INFO : Epoch 2024 | loss: 0.0311642 | val_loss: 0.031166 | Time: 2084.49 ms [2022-02-11 19:02:12 main:574] : INFO : Epoch 2025 | loss: 0.0311622 | val_loss: 0.0311614 | Time: 2092.85 ms [2022-02-11 19:02:14 main:574] : INFO : Epoch 2026 | loss: 0.0311607 | val_loss: 0.0311615 | Time: 2086.01 ms [2022-02-11 19:02:16 main:574] : INFO : Epoch 2027 | loss: 0.0311617 | val_loss: 0.0311617 | Time: 2123.48 ms [2022-02-11 19:02:18 main:574] : INFO : Epoch 2028 | loss: 0.0311607 | val_loss: 0.0311605 | Time: 2063.91 ms [2022-02-11 19:02:21 main:574] : INFO : Epoch 2029 | loss: 0.0311596 | val_loss: 0.0311599 | Time: 2105.66 ms [2022-02-11 19:02:23 main:574] : INFO : Epoch 2030 | loss: 0.0311622 | val_loss: 0.0311608 | Time: 2101.46 ms [2022-02-11 19:02:25 main:574] : INFO : Epoch 2031 | loss: 0.0311651 | val_loss: 0.0311649 | Time: 2097.98 ms [2022-02-11 19:02:27 main:574] : INFO : Epoch 2032 | loss: 0.0311649 | val_loss: 0.0311628 | Time: 2084.63 ms [2022-02-11 19:02:29 main:574] : INFO : Epoch 2033 | loss: 0.031162 | val_loss: 0.0311623 | Time: 2088.93 ms [2022-02-11 19:02:31 main:574] : INFO : Epoch 2034 | loss: 0.0311606 | val_loss: 0.0311617 | Time: 2082.43 ms [2022-02-11 19:02:33 main:574] : INFO : Epoch 2035 | loss: 0.0311599 | val_loss: 0.0311606 | Time: 2095.53 ms [2022-02-11 19:02:35 main:574] : INFO : Epoch 2036 | loss: 0.0311595 | val_loss: 0.0311591 | Time: 2085.74 ms [2022-02-11 19:02:37 main:574] : INFO : Epoch 2037 | loss: 0.0311576 | val_loss: 0.0311591 | Time: 2117.64 ms [2022-02-11 19:02:39 main:574] : INFO : Epoch 2038 | loss: 0.0311577 | val_loss: 0.0311583 | Time: 2072.31 ms [2022-02-11 19:02:41 main:574] : INFO : Epoch 2039 | loss: 0.0311568 | val_loss: 0.0311584 | Time: 2112.85 ms [2022-02-11 19:02:44 main:574] : INFO : Epoch 2040 | loss: 0.0311559 | val_loss: 0.0311592 | Time: 2118.94 ms [2022-02-11 19:02:46 main:574] : INFO : Epoch 2041 | loss: 0.0311557 | val_loss: 0.0311578 | Time: 2107.64 ms [2022-02-11 19:02:48 main:574] : INFO : Epoch 2042 | loss: 0.0311551 | val_loss: 0.0311555 | Time: 2107.2 ms [2022-02-11 19:02:50 main:574] : INFO : Epoch 2043 | loss: 0.0311552 | val_loss: 0.031157 | Time: 2101.43 ms [2022-02-11 19:02:52 main:574] : INFO : Epoch 2044 | loss: 0.0311562 | val_loss: 0.0311613 | Time: 2113.65 ms [2022-02-11 19:02:54 main:574] : INFO : Epoch 2045 | loss: 0.0311558 | val_loss: 0.0311546 | Time: 2086.08 ms [2022-02-11 19:02:56 main:574] : INFO : Epoch 2046 | loss: 0.0311528 | val_loss: 0.0311536 | Time: 2070.67 ms [2022-02-11 19:02:58 main:574] : INFO : Epoch 2047 | loss: 0.0311522 | val_loss: 0.0311526 | Time: 2094.93 ms [2022-02-11 19:03:00 main:574] : INFO : Epoch 2048 | loss: 0.0311523 | val_loss: 0.0311535 | Time: 2105.96 ms [2022-02-11 19:03:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311535 [2022-02-11 19:03:00 main:603] : INFO : Saving end state to config to file [2022-02-11 19:03:00 main:608] : INFO : Success, exiting.. 19:03:00 (4340): 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)