Task 12971782
| Name | ParityModified-1647048602-20761-0_0 |
| Workunit | 10103631 |
| Created | 12 Mar 2022, 1:30:04 UTC |
| Sent | 21 Mar 2022, 3:23:58 UTC |
| Report deadline | 29 Mar 2022, 3:23:58 UTC |
| Received | 22 Mar 2022, 5:22:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 17 min 59 sec |
| CPU time | 1 hours 17 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309862 | val_loss: 0.0313116 | Time: 2262.68 ms
[2022-03-21 23:01:29 main:574] : INFO : Epoch 1543 | loss: 0.031 | val_loss: 0.0313381 | Time: 2299.9 ms
[2022-03-21 23:01:31 main:574] : INFO : Epoch 1544 | loss: 0.0309872 | val_loss: 0.0313377 | Time: 2322.38 ms
[2022-03-21 23:01:34 main:574] : INFO : Epoch 1545 | loss: 0.0309906 | val_loss: 0.0313618 | Time: 2315.66 ms
[2022-03-21 23:01:36 main:574] : INFO : Epoch 1546 | loss: 0.0309984 | val_loss: 0.0313313 | Time: 2292.21 ms
[2022-03-21 23:01:38 main:574] : INFO : Epoch 1547 | loss: 0.0310127 | val_loss: 0.0312947 | Time: 2328.51 ms
[2022-03-21 23:01:40 main:574] : INFO : Epoch 1548 | loss: 0.0310088 | val_loss: 0.031319 | Time: 2288.52 ms
[2022-03-21 23:01:43 main:574] : INFO : Epoch 1549 | loss: 0.0309995 | val_loss: 0.0313416 | Time: 2293.06 ms
[2022-03-21 23:01:45 main:574] : INFO : Epoch 1550 | loss: 0.0309969 | val_loss: 0.0313181 | Time: 2332.27 ms
[2022-03-21 23:01:47 main:574] : INFO : Epoch 1551 | loss: 0.0309964 | val_loss: 0.0313194 | Time: 2347.16 ms
[2022-03-21 23:01:50 main:574] : INFO : Epoch 1552 | loss: 0.0309852 | val_loss: 0.0313478 | Time: 2315.31 ms
[2022-03-21 23:01:52 main:574] : INFO : Epoch 1553 | loss: 0.0309865 | val_loss: 0.0313519 | Time: 2275.79 ms
[2022-03-21 23:01:54 main:574] : INFO : Epoch 1554 | loss: 0.0309929 | val_loss: 0.0313592 | Time: 2286.08 ms
[2022-03-21 23:01:57 main:574] : INFO : Epoch 1555 | loss: 0.0309969 | val_loss: 0.0313132 | Time: 2303.19 ms
[2022-03-21 23:01:59 main:574] : INFO : Epoch 1556 | loss: 0.0309953 | val_loss: 0.0313329 | Time: 2279.2 ms
[2022-03-21 23:02:01 main:574] : INFO : Epoch 1557 | loss: 0.0309922 | val_loss: 0.0313368 | Time: 2295.94 ms
[2022-03-21 23:02:04 main:574] : INFO : Epoch 1558 | loss: 0.0309873 | val_loss: 0.0313295 | Time: 2285.86 ms
[2022-03-21 23:02:06 main:574] : INFO : Epoch 1559 | loss: 0.0309921 | val_loss: 0.0313406 | Time: 2245.76 ms
[2022-03-21 23:02:08 main:574] : INFO : Epoch 1560 | loss: 0.0309981 | val_loss: 0.0312911 | Time: 2294.95 ms
[2022-03-21 23:02:10 main:574] : INFO : Epoch 1561 | loss: 0.0309963 | val_loss: 0.031294 | Time: 2279.23 ms
[2022-03-21 23:02:13 main:574] : INFO : Epoch 1562 | loss: 0.0310021 | val_loss: 0.0313426 | Time: 2263.94 ms
[2022-03-21 23:02:15 main:574] : INFO : Epoch 1563 | loss: 0.0310015 | val_loss: 0.0313317 | Time: 2267.99 ms
[2022-03-21 23:02:17 main:574] : INFO : Epoch 1564 | loss: 0.0310022 | val_loss: 0.0313332 | Time: 2215.33 ms
[2022-03-21 23:02:19 main:574] : INFO : Epoch 1565 | loss: 0.0309999 | val_loss: 0.0313297 | Time: 2270.38 ms
[2022-03-21 23:02:22 main:574] : INFO : Epoch 1566 | loss: 0.0310104 | val_loss: 0.0313373 | Time: 2296.97 ms
[2022-03-21 23:02:24 main:574] : INFO : Epoch 1567 | loss: 0.0310017 | val_loss: 0.0313908 | Time: 2254.38 ms
[2022-03-21 23:02:26 main:574] : INFO : Epoch 1568 | loss: 0.0309928 | val_loss: 0.031335 | Time: 2272.69 ms
[2022-03-21 23:02:29 main:574] : INFO : Epoch 1569 | loss: 0.0309919 | val_loss: 0.0313491 | Time: 2271.82 ms
[2022-03-21 23:02:31 main:574] : INFO : Epoch 1570 | loss: 0.0309959 | val_loss: 0.0313357 | Time: 2336.62 ms
[2022-03-21 23:02:33 main:574] : INFO : Epoch 1571 | loss: 0.0309905 | val_loss: 0.031349 | Time: 2316.68 ms
[2022-03-21 23:02:36 main:574] : INFO : Epoch 1572 | loss: 0.0309936 | val_loss: 0.0313025 | Time: 2290.65 ms
[2022-03-21 23:02:38 main:574] : INFO : Epoch 1573 | loss: 0.0309936 | val_loss: 0.0313251 | Time: 2248.82 ms
[2022-03-21 23:02:40 main:574] : INFO : Epoch 1574 | loss: 0.0309932 | val_loss: 0.0313244 | Time: 2296.98 ms
[2022-03-21 23:02:42 main:574] : INFO : Epoch 1575 | loss: 0.0309977 | val_loss: 0.0313283 | Time: 2245.47 ms
[2022-03-21 23:02:45 main:574] : INFO : Epoch 1576 | loss: 0.0310166 | val_loss: 0.0312706 | Time: 2307.73 ms
[2022-03-21 23:02:47 main:574] : INFO : Epoch 1577 | loss: 0.0310234 | val_loss: 0.0312805 | Time: 2220.45 ms
[2022-03-21 23:02:49 main:574] : INFO : Epoch 1578 | loss: 0.0310039 | val_loss: 0.0313294 | Time: 2277.77 ms
[2022-03-21 23:02:51 main:574] : INFO : Epoch 1579 | loss: 0.0309909 | val_loss: 0.0313331 | Time: 2305.56 ms
[2022-03-21 23:02:54 main:574] : INFO : Epoch 1580 | loss: 0.0309959 | val_loss: 0.0313311 | Time: 2295.67 ms
[2022-03-21 23:02:56 main:574] : INFO : Epoch 1581 | loss: 0.0309971 | val_loss: 0.0313214 | Time: 2272.94 ms
[2022-03-21 23:02:58 main:574] : INFO : Epoch 1582 | loss: 0.0309935 | val_loss: 0.0313595 | Time: 2306.4 ms
[2022-03-21 23:03:01 main:574] : INFO : Epoch 1583 | loss: 0.0309907 | val_loss: 0.0313246 | Time: 2251.9 ms
[2022-03-21 23:03:03 main:574] : INFO : Epoch 1584 | loss: 0.0309972 | val_loss: 0.0313551 | Time: 2298.14 ms
[2022-03-21 23:03:05 main:574] : INFO : Epoch 1585 | loss: 0.0309942 | val_loss: 0.0313343 | Time: 2264.72 ms
[2022-03-21 23:03:07 main:574] : INFO : Epoch 1586 | loss: 0.0309978 | val_loss: 0.0313038 | Time: 2287.18 ms
[2022-03-21 23:03:10 main:574] : INFO : Epoch 1587 | loss: 0.0310014 | val_loss: 0.0313373 | Time: 2256.58 ms
[2022-03-21 23:03:12 main:574] : INFO : Epoch 1588 | loss: 0.0309927 | val_loss: 0.031328 | Time: 2269.15 ms
[2022-03-21 23:03:14 main:574] : INFO : Epoch 1589 | loss: 0.0309936 | val_loss: 0.0313117 | Time: 2264.01 ms
[2022-03-21 23:03:17 main:574] : INFO : Epoch 1590 | loss: 0.0310023 | val_loss: 0.0312889 | Time: 2254.44 ms
[2022-03-21 23:03:19 main:574] : INFO : Epoch 1591 | loss: 0.0309969 | val_loss: 0.0313387 | Time: 2309.17 ms
[2022-03-21 23:03:21 main:574] : INFO : Epoch 1592 | loss: 0.0309914 | val_loss: 0.0313461 | Time: 2267.7 ms
[2022-03-21 23:03:23 main:574] : INFO : Epoch 1593 | loss: 0.0309914 | val_loss: 0.031323 | Time: 2304.6 ms
[2022-03-21 23:03:26 main:574] : INFO : Epoch 1594 | loss: 0.0309884 | val_loss: 0.0313425 | Time: 2273.3 ms
[2022-03-21 23:03:28 main:574] : INFO : Epoch 1595 | loss: 0.030983 | val_loss: 0.0313697 | Time: 2284.58 ms
[2022-03-21 23:03:30 main:574] : INFO : Epoch 1596 | loss: 0.030983 | val_loss: 0.0313504 | Time: 2294.88 ms
[2022-03-21 23:03:33 main:574] : INFO : Epoch 1597 | loss: 0.0309872 | val_loss: 0.0313703 | Time: 2334.62 ms
[2022-03-21 23:03:35 main:574] : INFO : Epoch 1598 | loss: 0.0309883 | val_loss: 0.0313581 | Time: 2244.52 ms
[2022-03-21 23:03:37 main:574] : INFO : Epoch 1599 | loss: 0.0309982 | val_loss: 0.0313256 | Time: 2311.86 ms
[2022-03-21 23:03:40 main:574] : INFO : Epoch 1600 | loss: 0.0310001 | val_loss: 0.0313319 | Time: 2292.93 ms
[2022-03-21 23:03:42 main:574] : INFO : Epoch 1601 | loss: 0.0309947 | val_loss: 0.0313247 | Time: 2292.08 ms
[2022-03-21 23:03:44 main:574] : INFO : Epoch 1602 | loss: 0.0309889 | val_loss: 0.0313101 | Time: 2300.43 ms
[2022-03-21 23:03:46 main:574] : INFO : Epoch 1603 | loss: 0.0309928 | val_loss: 0.0313433 | Time: 2309.08 ms
[2022-03-21 23:03:49 main:574] : INFO : Epoch 1604 | loss: 0.030996 | val_loss: 0.0313186 | Time: 2256.58 ms
[2022-03-21 23:03:51 main:574] : INFO : Epoch 1605 | loss: 0.0309925 | val_loss: 0.0313483 | Time: 2297.66 ms
[2022-03-21 23:03:53 main:574] : INFO : Epoch 1606 | loss: 0.0309952 | val_loss: 0.0313357 | Time: 2249 ms
[2022-03-21 23:03:56 main:574] : INFO : Epoch 1607 | loss: 0.0309965 | val_loss: 0.0312914 | Time: 2270.61 ms
[2022-03-21 23:03:58 main:574] : INFO : Epoch 1608 | loss: 0.0310035 | val_loss: 0.0313112 | Time: 2297.08 ms
[2022-03-21 23:04:00 main:574] : INFO : Epoch 1609 | loss: 0.0309959 | val_loss: 0.0313352 | Time: 2323.43 ms
[2022-03-21 23:04:02 main:574] : INFO : Epoch 1610 | loss: 0.0309918 | val_loss: 0.0313222 | Time: 2301.52 ms
[2022-03-21 23:04:05 main:574] : INFO : Epoch 1611 | loss: 0.030988 | val_loss: 0.0313392 | Time: 2286.25 ms
[2022-03-21 23:04:07 main:574] : INFO : Epoch 1612 | loss: 0.0309845 | val_loss: 0.031342 | Time: 2233.1 ms
[2022-03-21 23:04:09 main:574] : INFO : Epoch 1613 | loss: 0.0309829 | val_loss: 0.0313559 | Time: 2297.57 ms
[2022-03-21 23:04:12 main:574] : INFO : Epoch 1614 | loss: 0.0310018 | val_loss: 0.0313391 | Time: 2338.11 ms
[2022-03-21 23:04:14 main:574] : INFO : Epoch 1615 | loss: 0.0310095 | val_loss: 0.0313231 | Time: 2306.53 ms
[2022-03-21 23:04:16 main:574] : INFO : Epoch 1616 | loss: 0.0310114 | val_loss: 0.0313619 | Time: 2291.22 ms
[2022-03-21 23:04:19 main:574] : INFO : Epoch 1617 | loss: 0.0310061 | val_loss: 0.0313405 | Time: 2261.25 ms
[2022-03-21 23:04:21 main:574] : INFO : Epoch 1618 | loss: 0.0310001 | val_loss: 0.0313135 | Time: 2303.82 ms
[2022-03-21 23:04:23 main:574] : INFO : Epoch 1619 | loss: 0.0309903 | val_loss: 0.0313321 | Time: 2285.32 ms
[2022-03-21 23:04:25 main:574] : INFO : Epoch 1620 | loss: 0.0309927 | val_loss: 0.0313195 | Time: 2290.22 ms
[2022-03-21 23:04:28 main:574] : INFO : Epoch 1621 | loss: 0.0309899 | val_loss: 0.0313235 | Time: 2295.16 ms
[2022-03-21 23:04:30 main:574] : INFO : Epoch 1622 | loss: 0.0309886 | val_loss: 0.0313173 | Time: 2296.75 ms
[2022-03-21 23:04:32 main:574] : INFO : Epoch 1623 | loss: 0.0310043 | val_loss: 0.0313078 | Time: 2254.7 ms
[2022-03-21 23:04:35 main:574] : INFO : Epoch 1624 | loss: 0.0309929 | val_loss: 0.0313308 | Time: 2293.48 ms
[2022-03-21 23:04:37 main:574] : INFO : Epoch 1625 | loss: 0.0309815 | val_loss: 0.0313781 | Time: 2291.6 ms
[2022-03-21 23:04:39 main:574] : INFO : Epoch 1626 | loss: 0.0309912 | val_loss: 0.031331 | Time: 2232 ms
[2022-03-21 23:04:41 main:574] : INFO : Epoch 1627 | loss: 0.030993 | val_loss: 0.0313578 | Time: 2269 ms
[2022-03-21 23:04:44 main:574] : INFO : Epoch 1628 | loss: 0.0310115 | val_loss: 0.0313293 | Time: 2304.66 ms
[2022-03-21 23:04:46 main:574] : INFO : Epoch 1629 | loss: 0.0310014 | val_loss: 0.0313374 | Time: 2234.32 ms
[2022-03-21 23:04:48 main:574] : INFO : Epoch 1630 | loss: 0.0309843 | val_loss: 0.0313331 | Time: 2288.14 ms
[2022-03-21 23:04:50 main:574] : INFO : Epoch 1631 | loss: 0.0309849 | val_loss: 0.0313088 | Time: 2271.96 ms
[2022-03-21 23:04:53 main:574] : INFO : Epoch 1632 | loss: 0.0309888 | val_loss: 0.031316 | Time: 2242.99 ms
[2022-03-21 23:04:55 main:574] : INFO : Epoch 1633 | loss: 0.0309985 | val_loss: 0.0313323 | Time: 2329.17 ms
[2022-03-21 23:04:57 main:574] : INFO : Epoch 1634 | loss: 0.0309983 | val_loss: 0.0313275 | Time: 2292.64 ms
[2022-03-21 23:05:00 main:574] : INFO : Epoch 1635 | loss: 0.0309894 | val_loss: 0.0313215 | Time: 2300.72 ms
[2022-03-21 23:05:02 main:574] : INFO : Epoch 1636 | loss: 0.0309977 | val_loss: 0.0313346 | Time: 2285.56 ms
[2022-03-21 23:05:04 main:574] : INFO : Epoch 1637 | loss: 0.0310023 | val_loss: 0.0313554 | Time: 2299.09 ms
[2022-03-21 23:05:07 main:574] : INFO : Epoch 1638 | loss: 0.0309917 | val_loss: 0.0313185 | Time: 2242.56 ms
[2022-03-21 23:05:09 main:574] : INFO : Epoch 1639 | loss: 0.0310067 | val_loss: 0.0312843 | Time: 2232.99 ms
[2022-03-21 23:05:11 main:574] : INFO : Epoch 1640 | loss: 0.0310149 | val_loss: 0.0313253 | Time: 2308.51 ms
[2022-03-21 23:05:13 main:574] : INFO : Epoch 1641 | loss: 0.0310038 | val_loss: 0.0313214 | Time: 2270.96 ms
[2022-03-21 23:05:16 main:574] : INFO : Epoch 1642 | loss: 0.0309987 | val_loss: 0.0313369 | Time: 2258.66 ms
[2022-03-21 23:05:18 main:574] : INFO : Epoch 1643 | loss: 0.0310062 | val_loss: 0.0313451 | Time: 2262.15 ms
[2022-03-21 23:05:20 main:574] : INFO : Epoch 1644 | loss: 0.0309846 | val_loss: 0.0313304 | Time: 2271.37 ms
[2022-03-21 23:05:22 main:574] : INFO : Epoch 1645 | loss: 0.0309869 | val_loss: 0.0313389 | Time: 2315.38 ms
[2022-03-21 23:05:25 main:574] : INFO : Epoch 1646 | loss: 0.0309929 | val_loss: 0.0313101 | Time: 2205.63 ms
[2022-03-21 23:05:27 main:574] : INFO : Epoch 1647 | loss: 0.0310127 | val_loss: 0.0313196 | Time: 2268.63 ms
[2022-03-21 23:05:29 main:574] : INFO : Epoch 1648 | loss: 0.0310049 | val_loss: 0.0313184 | Time: 2295.1 ms
[2022-03-21 23:05:32 main:574] : INFO : Epoch 1649 | loss: 0.0309979 | val_loss: 0.0313335 | Time: 2296.58 ms
[2022-03-21 23:05:34 main:574] : INFO : Epoch 1650 | loss: 0.0309948 | val_loss: 0.0313559 | Time: 2267.4 ms
[2022-03-21 23:05:36 main:574] : INFO : Epoch 1651 | loss: 0.0309898 | val_loss: 0.0313038 | Time: 2311.3 ms
[2022-03-21 23:05:38 main:574] : INFO : Epoch 1652 | loss: 0.0310015 | val_loss: 0.0313533 | Time: 2247.04 ms
[2022-03-21 23:05:41 main:574] : INFO : Epoch 1653 | loss: 0.0309976 | val_loss: 0.0313172 | Time: 2295.7 ms
[2022-03-21 23:05:43 main:574] : INFO : Epoch 1654 | loss: 0.0309944 | val_loss: 0.03134 | Time: 2317.5 ms
[2022-03-21 23:05:45 main:574] : INFO : Epoch 1655 | loss: 0.0309865 | val_loss: 0.031343 | Time: 2280.8 ms
[2022-03-21 23:05:48 main:574] : INFO : Epoch 1656 | loss: 0.0309847 | val_loss: 0.0313419 | Time: 2278.9 ms
[2022-03-21 23:05:50 main:574] : INFO : Epoch 1657 | loss: 0.0310016 | val_loss: 0.0313002 | Time: 2261.37 ms
[2022-03-21 23:05:52 main:574] : INFO : Epoch 1658 | loss: 0.0310005 | val_loss: 0.0313392 | Time: 2337.59 ms
[2022-03-21 23:05:54 main:574] : INFO : Epoch 1659 | loss: 0.0309968 | val_loss: 0.0313069 | Time: 2260.54 ms
[2022-03-21 23:05:57 main:574] : INFO : Epoch 1660 | loss: 0.0309923 | val_loss: 0.0313362 | Time: 2258.37 ms
[2022-03-21 23:05:59 main:574] : INFO : Epoch 1661 | loss: 0.0310034 | val_loss: 0.0313546 | Time: 2279.49 ms
[2022-03-21 23:06:01 main:574] : INFO : Epoch 1662 | loss: 0.0309929 | val_loss: 0.0313285 | Time: 2276.73 ms
[2022-03-21 23:06:04 main:574] : INFO : Epoch 1663 | loss: 0.0309961 | val_loss: 0.0313399 | Time: 2278.47 ms
[2022-03-21 23:06:06 main:574] : INFO : Epoch 1664 | loss: 0.0309917 | val_loss: 0.0313518 | Time: 2290.21 ms
[2022-03-21 23:06:08 main:574] : INFO : Epoch 1665 | loss: 0.0309858 | val_loss: 0.0313232 | Time: 2305.4 ms
[2022-03-21 23:06:11 main:574] : INFO : Epoch 1666 | loss: 0.0309965 | val_loss: 0.0313263 | Time: 2294.61 ms
[2022-03-21 23:06:13 main:574] : INFO : Epoch 1667 | loss: 0.0310015 | val_loss: 0.0313089 | Time: 2342.49 ms
[2022-03-21 23:06:15 main:574] : INFO : Epoch 1668 | loss: 0.0310031 | val_loss: 0.0313499 | Time: 2271.51 ms
[2022-03-21 23:06:17 main:574] : INFO : Epoch 1669 | loss: 0.0309982 | val_loss: 0.0313281 | Time: 2261.61 ms
[2022-03-21 23:06:20 main:574] : INFO : Epoch 1670 | loss: 0.0309926 | val_loss: 0.031302 | Time: 2260.9 ms
[2022-03-21 23:06:22 main:574] : INFO : Epoch 1671 | loss: 0.0309964 | val_loss: 0.031355 | Time: 2318 ms
[2022-03-21 23:06:24 main:574] : INFO : Epoch 1672 | loss: 0.0309831 | val_loss: 0.0313432 | Time: 2301.08 ms
[2022-03-21 23:06:27 main:574] : INFO : Epoch 1673 | loss: 0.0309924 | val_loss: 0.0313488 | Time: 2305.14 ms
[2022-03-21 23:06:29 main:574] : INFO : Epoch 1674 | loss: 0.0309904 | val_loss: 0.0313238 | Time: 2264.8 ms
[2022-03-21 23:06:31 main:574] : INFO : Epoch 1675 | loss: 0.0309862 | val_loss: 0.0313353 | Time: 2302.62 ms
[2022-03-21 23:06:33 main:574] : INFO : Epoch 1676 | loss: 0.0309906 | val_loss: 0.0313556 | Time: 2271.05 ms
[2022-03-21 23:06:36 main:574] : INFO : Epoch 1677 | loss: 0.0309827 | val_loss: 0.0313459 | Time: 2247.18 ms
[2022-03-21 23:06:38 main:574] : INFO : Epoch 1678 | loss: 0.0309817 | val_loss: 0.0313682 | Time: 2222.84 ms
[2022-03-21 23:06:40 main:574] : INFO : Epoch 1679 | loss: 0.0309911 | val_loss: 0.0313265 | Time: 2305.82 ms
[2022-03-21 23:06:43 main:574] : INFO : Epoch 1680 | loss: 0.0309897 | val_loss: 0.0313483 | Time: 2297.63 ms
[2022-03-21 23:06:45 main:574] : INFO : Epoch 1681 | loss: 0.0309883 | val_loss: 0.0313156 | Time: 2314.8 ms
[2022-03-21 23:06:47 main:574] : INFO : Epoch 1682 | loss: 0.030993 | val_loss: 0.0313431 | Time: 2307.91 ms
[2022-03-21 23:06:49 main:574] : INFO : Epoch 1683 | loss: 0.0309897 | val_loss: 0.0313685 | Time: 2295.08 ms
[2022-03-21 23:06:52 main:574] : INFO : Epoch 1684 | loss: 0.0309916 | val_loss: 0.0313017 | Time: 2315.06 ms
[2022-03-21 23:06:54 main:574] : INFO : Epoch 1685 | loss: 0.0310054 | val_loss: 0.0312773 | Time: 2289.61 ms
[2022-03-21 23:06:56 main:574] : INFO : Epoch 1686 | loss: 0.0309961 | val_loss: 0.0313451 | Time: 2283.63 ms
[2022-03-21 23:06:59 main:574] : INFO : Epoch 1687 | loss: 0.0309923 | val_loss: 0.031376 | Time: 2308.87 ms
[2022-03-21 23:07:01 main:574] : INFO : Epoch 1688 | loss: 0.030991 | val_loss: 0.0313446 | Time: 2282.03 ms
[2022-03-21 23:07:03 main:574] : INFO : Epoch 1689 | loss: 0.0309928 | val_loss: 0.031366 | Time: 2295.72 ms
[2022-03-21 23:07:06 main:574] : INFO : Epoch 1690 | loss: 0.0310007 | val_loss: 0.0313198 | Time: 2286.22 ms
[2022-03-21 23:07:08 main:574] : INFO : Epoch 1691 | loss: 0.0309892 | val_loss: 0.0313373 | Time: 2267.71 ms
[2022-03-21 23:07:10 main:574] : INFO : Epoch 1692 | loss: 0.0309862 | val_loss: 0.031326 | Time: 2227.5 ms
[2022-03-21 23:07:12 main:574] : INFO : Epoch 1693 | loss: 0.0309882 | val_loss: 0.0313353 | Time: 2271.48 ms
[2022-03-21 23:07:15 main:574] : INFO : Epoch 1694 | loss: 0.0309923 | val_loss: 0.0313411 | Time: 2240.76 ms
[2022-03-21 23:07:17 main:574] : INFO : Epoch 1695 | loss: 0.0309827 | val_loss: 0.0313184 | Time: 2273.29 ms
[2022-03-21 23:07:19 main:574] : INFO : Epoch 1696 | loss: 0.0309907 | val_loss: 0.0313225 | Time: 2345.49 ms
[2022-03-21 23:07:22 main:574] : INFO : Epoch 1697 | loss: 0.0309915 | val_loss: 0.031336 | Time: 2300.29 ms
[2022-03-21 23:07:24 main:574] : INFO : Epoch 1698 | loss: 0.0309922 | val_loss: 0.0313194 | Time: 2285.52 ms
[2022-03-21 23:07:26 main:574] : INFO : Epoch 1699 | loss: 0.0309902 | val_loss: 0.0313282 | Time: 2260.85 ms
[2022-03-21 23:07:28 main:574] : INFO : Epoch 1700 | loss: 0.0309941 | val_loss: 0.0313299 | Time: 2259.57 ms
[2022-03-21 23:07:31 main:574] : INFO : Epoch 1701 | loss: 0.0309895 | val_loss: 0.0313349 | Time: 2263.37 ms
[2022-03-21 23:07:33 main:574] : INFO : Epoch 1702 | loss: 0.0309899 | val_loss: 0.0313027 | Time: 2219.69 ms
[2022-03-21 23:07:35 main:574] : INFO : Epoch 1703 | loss: 0.0309925 | val_loss: 0.0313379 | Time: 2308.56 ms
[2022-03-21 23:07:37 main:574] : INFO : Epoch 1704 | loss: 0.0309922 | val_loss: 0.0312973 | Time: 2260.87 ms
[2022-03-21 23:07:40 main:574] : INFO : Epoch 1705 | loss: 0.0309981 | val_loss: 0.0313364 | Time: 2276.69 ms
[2022-03-21 23:07:42 main:574] : INFO : Epoch 1706 | loss: 0.0309905 | val_loss: 0.0313501 | Time: 2257.48 ms
[2022-03-21 23:07:44 main:574] : INFO : Epoch 1707 | loss: 0.0309959 | val_loss: 0.0313794 | Time: 2271.63 ms
[2022-03-21 23:07:47 main:574] : INFO : Epoch 1708 | loss: 0.0314506 | val_loss: 0.0314605 | Time: 2298.98 ms
[2022-03-21 23:07:49 main:574] : INFO : Epoch 1709 | loss: 0.0313308 | val_loss: 0.031428 | Time: 2260.09 ms
[2022-03-21 23:07:51 main:574] : INFO : Epoch 1710 | loss: 0.0310656 | val_loss: 0.031327 | Time: 2290.45 ms
[2022-03-21 23:07:53 main:574] : INFO : Epoch 1711 | loss: 0.0310146 | val_loss: 0.0313504 | Time: 2264.47 ms
[2022-03-21 23:07:56 main:574] : INFO : Epoch 1712 | loss: 0.0309907 | val_loss: 0.0312952 | Time: 2298.72 ms
[2022-03-21 23:07:58 main:574] : INFO : Epoch 1713 | loss: 0.030995 | val_loss: 0.0313708 | Time: 2323.19 ms
[2022-03-21 23:08:00 main:574] : INFO : Epoch 1714 | loss: 0.0309943 | val_loss: 0.0313379 | Time: 2285.15 ms
[2022-03-21 23:08:03 main:574] : INFO : Epoch 1715 | loss: 0.0309971 | val_loss: 0.0313696 | Time: 2255.98 ms
[2022-03-21 23:08:05 main:574] : INFO : Epoch 1716 | loss: 0.0309904 | val_loss: 0.031301 | Time: 2252.79 ms
[2022-03-21 23:08:07 main:574] : INFO : Epoch 1717 | loss: 0.0309885 | val_loss: 0.0313331 | Time: 2309.87 ms
[2022-03-21 23:08:09 main:574] : INFO : Epoch 1718 | loss: 0.0309959 | val_loss: 0.0313311 | Time: 2287.74 ms
[2022-03-21 23:08:12 main:574] : INFO : Epoch 1719 | loss: 0.0309898 | val_loss: 0.0313319 | Time: 2267.27 ms
[2022-03-21 23:08:14 main:574] : INFO : Epoch 1720 | loss: 0.0309912 | val_loss: 0.0313497 | Time: 2277.99 ms
[2022-03-21 23:08:16 main:574] : INFO : Epoch 1721 | loss: 0.0309872 | val_loss: 0.0312889 | Time: 2342.15 ms
[2022-03-21 23:08:19 main:574] : INFO : Epoch 1722 | loss: 0.0309986 | val_loss: 0.0313151 | Time: 2239.04 ms
[2022-03-21 23:08:21 main:574] : INFO : Epoch 1723 | loss: 0.0310113 | val_loss: 0.0313037 | Time: 2319.81 ms
[2022-03-21 23:08:23 main:574] : INFO : Epoch 1724 | loss: 0.0310071 | val_loss: 0.0313285 | Time: 2293.8 ms
[2022-03-21 23:08:25 main:574] : INFO : Epoch 1725 | loss: 0.0309965 | val_loss: 0.0313263 | Time: 2224.92 ms
[2022-03-21 23:08:28 main:574] : INFO : Epoch 1726 | loss: 0.0309928 | val_loss: 0.0313264 | Time: 2294.14 ms
[2022-03-21 23:08:30 main:574] : INFO : Epoch 1727 | loss: 0.0309968 | val_loss: 0.0313785 | Time: 2255.29 ms
[2022-03-21 23:08:32 main:574] : INFO : Epoch 1728 | loss: 0.0309939 | val_loss: 0.0313253 | Time: 2332.46 ms
[2022-03-21 23:08:35 main:574] : INFO : Epoch 1729 | loss: 0.0309893 | val_loss: 0.0313624 | Time: 2244.59 ms
[2022-03-21 23:08:37 main:574] : INFO : Epoch 1730 | loss: 0.0309788 | val_loss: 0.031333 | Time: 2250.73 ms
[2022-03-21 23:08:39 main:574] : INFO : Epoch 1731 | loss: 0.0309847 | val_loss: 0.0313255 | Time: 2262.17 ms
[2022-03-21 23:08:41 main:574] : INFO : Epoch 1732 | loss: 0.0309915 | val_loss: 0.0313254 | Time: 2293.61 ms
[2022-03-21 23:08:44 main:574] : INFO : Epoch 1733 | loss: 0.0309909 | val_loss: 0.0313273 | Time: 2285.05 ms
[2022-03-21 23:08:46 main:574] : INFO : Epoch 1734 | loss: 0.0310019 | val_loss: 0.0312854 | Time: 2242.39 ms
[2022-03-21 23:08:48 main:574] : INFO : Epoch 1735 | loss: 0.0310249 | val_loss: 0.0313448 | Time: 2286.82 ms
[2022-03-21 23:08:51 main:574] : INFO : Epoch 1736 | loss: 0.0310029 | val_loss: 0.0313266 | Time: 2316.33 ms
[2022-03-21 23:08:53 main:574] : INFO : Epoch 1737 | loss: 0.030996 | val_loss: 0.0313406 | Time: 2305.1 ms
[2022-03-21 23:08:55 main:574] : INFO : Epoch 1738 | loss: 0.0309964 | val_loss: 0.0313484 | Time: 2239.31 ms
[2022-03-21 23:08:57 main:574] : INFO : Epoch 1739 | loss: 0.0309845 | val_loss: 0.0313371 | Time: 2271.66 ms
[2022-03-21 23:09:00 main:574] : INFO : Epoch 1740 | loss: 0.0309863 | val_loss: 0.031344 | Time: 2285.34 ms
[2022-03-21 23:09:02 main:574] : INFO : Epoch 1741 | loss: 0.0309872 | val_loss: 0.0313575 | Time: 2249.65 ms
[2022-03-21 23:09:04 main:574] : INFO : Epoch 1742 | loss: 0.030983 | val_loss: 0.0313332 | Time: 2253.75 ms
[2022-03-21 23:09:07 main:574] : INFO : Epoch 1743 | loss: 0.0309876 | val_loss: 0.0313246 | Time: 2291.92 ms
[2022-03-21 23:09:09 main:574] : INFO : Epoch 1744 | loss: 0.030991 | val_loss: 0.0313411 | Time: 2298.32 ms
[2022-03-21 23:09:11 main:574] : INFO : Epoch 1745 | loss: 0.0309962 | val_loss: 0.0313514 | Time: 2281.43 ms
[2022-03-21 23:09:13 main:574] : INFO : Epoch 1746 | loss: 0.0309935 | val_loss: 0.0313538 | Time: 2268.83 ms
[2022-03-21 23:09:16 main:574] : INFO : Epoch 1747 | loss: 0.0309885 | val_loss: 0.0313207 | Time: 2309.97 ms
[2022-03-21 23:09:18 main:574] : INFO : Epoch 1748 | loss: 0.0309969 | val_loss: 0.0313604 | Time: 2337.05 ms
[2022-03-21 23:09:20 main:574] : INFO : Epoch 1749 | loss: 0.030993 | val_loss: 0.0313463 | Time: 2320.38 ms
[2022-03-21 23:09:23 main:574] : INFO : Epoch 1750 | loss: 0.0309911 | val_loss: 0.031307 | Time: 2275.57 ms
[2022-03-21 23:09:25 main:574] : INFO : Epoch 1751 | loss: 0.0309947 | val_loss: 0.0313403 | Time: 2268.52 ms
[2022-03-21 23:09:27 main:574] : INFO : Epoch 1752 | loss: 0.0309929 | val_loss: 0.0313137 | Time: 2280.86 ms
[2022-03-21 23:09:29 main:574] : INFO : Epoch 1753 | loss: 0.0309958 | val_loss: 0.0313461 | Time: 2277.31 ms
[2022-03-21 23:09:32 main:574] : INFO : Epoch 1754 | loss: 0.0309974 | val_loss: 0.0312996 | Time: 2291.84 ms
[2022-03-21 23:09:34 main:574] : INFO : Epoch 1755 | loss: 0.0309987 | val_loss: 0.0313142 | Time: 2269.46 ms
[2022-03-21 23:09:36 main:574] : INFO : Epoch 1756 | loss: 0.03099 | val_loss: 0.0313853 | Time: 2297.8 ms
[2022-03-21 23:09:39 main:574] : INFO : Epoch 1757 | loss: 0.0309829 | val_loss: 0.031314 | Time: 2333.58 ms
[2022-03-21 23:09:41 main:574] : INFO : Epoch 1758 | loss: 0.0309949 | val_loss: 0.0313317 | Time: 2265.08 ms
[2022-03-21 23:09:43 main:574] : INFO : Epoch 1759 | loss: 0.0309986 | val_loss: 0.0313239 | Time: 2282.44 ms
[2022-03-21 23:09:46 main:574] : INFO : Epoch 1760 | loss: 0.0309957 | val_loss: 0.0313262 | Time: 2303.59 ms
[2022-03-21 23:09:48 main:574] : INFO : Epoch 1761 | loss: 0.0309891 | val_loss: 0.0313407 | Time: 2254.82 ms
[2022-03-21 23:09:50 main:574] : INFO : Epoch 1762 | loss: 0.030992 | val_loss: 0.031323 | Time: 2290.61 ms
[2022-03-21 23:09:52 main:574] : INFO : Epoch 1763 | loss: 0.0309859 | val_loss: 0.031338 | Time: 2301.36 ms
[2022-03-21 23:09:55 main:574] : INFO : Epoch 1764 | loss: 0.0309963 | val_loss: 0.0313481 | Time: 2292.52 ms
[2022-03-21 23:09:57 main:574] : INFO : Epoch 1765 | loss: 0.0310178 | val_loss: 0.0313237 | Time: 2247.73 ms
[2022-03-21 23:09:59 main:574] : INFO : Epoch 1766 | loss: 0.0310132 | val_loss: 0.0313455 | Time: 2252.1 ms
[2022-03-21 23:10:02 main:574] : INFO : Epoch 1767 | loss: 0.0310003 | val_loss: 0.0313449 | Time: 2251.19 ms
[2022-03-21 23:10:04 main:574] : INFO : Epoch 1768 | loss: 0.0309858 | val_loss: 0.0313476 | Time: 2285.87 ms
[2022-03-21 23:10:06 main:574] : INFO : Epoch 1769 | loss: 0.0309794 | val_loss: 0.0313483 | Time: 2296.63 ms
[2022-03-21 23:10:08 main:574] : INFO : Epoch 1770 | loss: 0.0309918 | val_loss: 0.031346 | Time: 2285.82 ms
[2022-03-21 23:10:11 main:574] : INFO : Epoch 1771 | loss: 0.0309878 | val_loss: 0.0313405 | Time: 2279.09 ms
[2022-03-21 23:10:13 main:574] : INFO : Epoch 1772 | loss: 0.0309882 | val_loss: 0.0313483 | Time: 2301.04 ms
[2022-03-21 23:10:15 main:574] : INFO : Epoch 1773 | loss: 0.0309939 | val_loss: 0.0313223 | Time: 2236.69 ms
[2022-03-21 23:10:18 main:574] : INFO : Epoch 1774 | loss: 0.0310043 | val_loss: 0.0313079 | Time: 2290.74 ms
[2022-03-21 23:10:20 main:574] : INFO : Epoch 1775 | loss: 0.0309949 | val_loss: 0.0313192 | Time: 2257.44 ms
[2022-03-21 23:10:22 main:574] : INFO : Epoch 1776 | loss: 0.0309935 | val_loss: 0.0313739 | Time: 2315.51 ms
[2022-03-21 23:10:24 main:574] : INFO : Epoch 1777 | loss: 0.0309924 | val_loss: 0.0313371 | Time: 2267.24 ms
[2022-03-21 23:10:27 main:574] : INFO : Epoch 1778 | loss: 0.0309914 | val_loss: 0.0313267 | Time: 2312 ms
[2022-03-21 23:10:29 main:574] : INFO : Epoch 1779 | loss: 0.0309851 | val_loss: 0.0313222 | Time: 2276.78 ms
[2022-03-21 23:10:31 main:574] : INFO : Epoch 1780 | loss: 0.031004 | val_loss: 0.0313363 | Time: 2317.85 ms
[2022-03-21 23:10:34 main:574] : INFO : Epoch 1781 | loss: 0.0311746 | val_loss: 0.0312135 | Time: 2243.83 ms
[2022-03-21 23:10:36 main:574] : INFO : Epoch 1782 | loss: 0.0311812 | val_loss: 0.0311978 | Time: 2273.48 ms
[2022-03-21 23:10:38 main:574] : INFO : Epoch 1783 | loss: 0.0311657 | val_loss: 0.0311951 | Time: 2278.02 ms
[2022-03-21 23:10:40 main:574] : INFO : Epoch 1784 | loss: 0.0311532 | val_loss: 0.0312036 | Time: 2278.36 ms
[2022-03-21 23:10:43 main:574] : INFO : Epoch 1785 | loss: 0.0311421 | val_loss: 0.0312104 | Time: 2294.16 ms
[2022-03-21 23:10:45 main:574] : INFO : Epoch 1786 | loss: 0.0311316 | val_loss: 0.0312156 | Time: 2235.65 ms
[2022-03-21 23:10:47 main:574] : INFO : Epoch 1787 | loss: 0.0311248 | val_loss: 0.0312181 | Time: 2256.51 ms
[2022-03-21 23:10:49 main:574] : INFO : Epoch 1788 | loss: 0.0311152 | val_loss: 0.0312206 | Time: 2293.73 ms
[2022-03-21 23:10:52 main:574] : INFO : Epoch 1789 | loss: 0.031104 | val_loss: 0.0312382 | Time: 2286.95 ms
[2022-03-21 23:10:54 main:574] : INFO : Epoch 1790 | loss: 0.031091 | val_loss: 0.0312456 | Time: 2306.71 ms
[2022-03-21 23:10:56 main:574] : INFO : Epoch 1791 | loss: 0.031087 | val_loss: 0.0312614 | Time: 2315.9 ms
[2022-03-21 23:10:59 main:574] : INFO : Epoch 1792 | loss: 0.0310682 | val_loss: 0.0312742 | Time: 2303.39 ms
[2022-03-21 23:11:01 main:574] : INFO : Epoch 1793 | loss: 0.0310485 | val_loss: 0.0312889 | Time: 2315.56 ms
[2022-03-21 23:11:03 main:574] : INFO : Epoch 1794 | loss: 0.0310368 | val_loss: 0.0312724 | Time: 2277.84 ms
[2022-03-21 23:11:06 main:574] : INFO : Epoch 1795 | loss: 0.0310294 | val_loss: 0.031296 | Time: 2311.19 ms
[2022-03-21 23:11:08 main:574] : INFO : Epoch 1796 | loss: 0.0310201 | val_loss: 0.0313258 | Time: 2289.2 ms
[2022-03-21 23:11:10 main:574] : INFO : Epoch 1797 | loss: 0.0310113 | val_loss: 0.0312997 | Time: 2304.29 ms
[2022-03-21 23:11:13 main:574] : INFO : Epoch 1798 | loss: 0.0310035 | val_loss: 0.0313412 | Time: 2337.06 ms
[2022-03-21 23:11:15 main:574] : INFO : Epoch 1799 | loss: 0.0309959 | val_loss: 0.0313269 | Time: 2304.37 ms
[2022-03-21 23:11:17 main:574] : INFO : Epoch 1800 | loss: 0.0309992 | val_loss: 0.0313305 | Time: 2297.97 ms
[2022-03-21 23:11:20 main:574] : INFO : Epoch 1801 | loss: 0.0309998 | val_loss: 0.0313186 | Time: 2359.73 ms
[2022-03-21 23:11:22 main:574] : INFO : Epoch 1802 | loss: 0.0310016 | val_loss: 0.03136 | Time: 2300.61 ms
[2022-03-21 23:11:24 main:574] : INFO : Epoch 1803 | loss: 0.0310074 | val_loss: 0.0313414 | Time: 2322.92 ms
[2022-03-21 23:11:26 main:574] : INFO : Epoch 1804 | loss: 0.0309979 | val_loss: 0.0313406 | Time: 2287.35 ms
[2022-03-21 23:11:29 main:574] : INFO : Epoch 1805 | loss: 0.0309891 | val_loss: 0.0313289 | Time: 2313.27 ms
[2022-03-21 23:11:31 main:574] : INFO : Epoch 1806 | loss: 0.030994 | val_loss: 0.0313436 | Time: 2260.18 ms
[2022-03-21 23:11:33 main:574] : INFO : Epoch 1807 | loss: 0.0309962 | val_loss: 0.0313151 | Time: 2239.04 ms
[2022-03-21 23:11:36 main:574] : INFO : Epoch 1808 | loss: 0.0309937 | val_loss: 0.0313411 | Time: 2315.28 ms
[2022-03-21 23:11:38 main:574] : INFO : Epoch 1809 | loss: 0.0309949 | val_loss: 0.0313964 | Time: 2322.35 ms
[2022-03-21 23:11:40 main:574] : INFO : Epoch 1810 | loss: 0.0312168 | val_loss: 0.0312574 | Time: 2305.69 ms
[2022-03-21 23:11:43 main:574] : INFO : Epoch 1811 | loss: 0.031252 | val_loss: 0.0312492 | Time: 2338.2 ms
[2022-03-21 23:11:45 main:574] : INFO : Epoch 1812 | loss: 0.0312491 | val_loss: 0.0312466 | Time: 2272.51 ms
[2022-03-21 23:11:47 main:574] : INFO : Epoch 1813 | loss: 0.0312462 | val_loss: 0.031244 | Time: 2250.11 ms
[2022-03-21 23:11:49 main:574] : INFO : Epoch 1814 | loss: 0.0312444 | val_loss: 0.0312405 | Time: 2262.19 ms
[2022-03-21 23:11:52 main:574] : INFO : Epoch 1815 | loss: 0.0312396 | val_loss: 0.0312363 | Time: 2278.14 ms
[2022-03-21 23:11:54 main:574] : INFO : Epoch 1816 | loss: 0.0312358 | val_loss: 0.0312321 | Time: 2291.74 ms
[2022-03-21 23:11:56 main:574] : INFO : Epoch 1817 | loss: 0.0312272 | val_loss: 0.031217 | Time: 2297.2 ms
[2022-03-21 23:11:59 main:574] : INFO : Epoch 1818 | loss: 0.0312285 | val_loss: 0.0312487 | Time: 2349.79 ms
[2022-03-21 23:12:01 main:574] : INFO : Epoch 1819 | loss: 0.0312304 | val_loss: 0.0312165 | Time: 2260.91 ms
[2022-03-21 23:12:03 main:574] : INFO : Epoch 1820 | loss: 0.0312326 | val_loss: 0.0312492 | Time: 2331.97 ms
[2022-03-21 23:12:06 main:574] : INFO : Epoch 1821 | loss: 0.0312421 | val_loss: 0.0312334 | Time: 2304 ms
[2022-03-21 23:12:08 main:574] : INFO : Epoch 1822 | loss: 0.0312114 | val_loss: 0.0312 | Time: 2307.47 ms
[2022-03-21 23:12:10 main:574] : INFO : Epoch 1823 | loss: 0.0312012 | val_loss: 0.0312123 | Time: 2241.97 ms
[2022-03-21 23:12:13 main:574] : INFO : Epoch 1824 | loss: 0.0312026 | val_loss: 0.0311975 | Time: 2382.48 ms
[2022-03-21 23:12:15 main:574] : INFO : Epoch 1825 | loss: 0.031193 | val_loss: 0.0311907 | Time: 2302.99 ms
[2022-03-21 23:12:17 main:574] : INFO : Epoch 1826 | loss: 0.031188 | val_loss: 0.0311894 | Time: 2316.06 ms
[2022-03-21 23:12:19 main:574] : INFO : Epoch 1827 | loss: 0.031189 | val_loss: 0.0311893 | Time: 2295.81 ms
[2022-03-21 23:12:22 main:574] : INFO : Epoch 1828 | loss: 0.0311866 | val_loss: 0.031192 | Time: 2354.06 ms
[2022-03-21 23:12:24 main:574] : INFO : Epoch 1829 | loss: 0.0311801 | val_loss: 0.0311883 | Time: 2300.34 ms
[2022-03-21 23:12:26 main:574] : INFO : Epoch 1830 | loss: 0.0311783 | val_loss: 0.0311878 | Time: 2282.06 ms
[2022-03-21 23:12:29 main:574] : INFO : Epoch 1831 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 2266.73 ms
[2022-03-21 23:12:31 main:574] : INFO : Epoch 1832 | loss: 0.031176 | val_loss: 0.0311897 | Time: 2247.24 ms
[2022-03-21 23:12:33 main:574] : INFO : Epoch 1833 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 2286.01 ms
[2022-03-21 23:12:35 main:574] : INFO : Epoch 1834 | loss: 0.0311735 | val_loss: 0.0311838 | Time: 2269.4 ms
[2022-03-21 23:12:38 main:574] : INFO : Epoch 1835 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 2281.46 ms
[2022-03-21 23:12:40 main:574] : INFO : Epoch 1836 | loss: 0.0311711 | val_loss: 0.0311865 | Time: 2249.29 ms
[2022-03-21 23:12:42 main:574] : INFO : Epoch 1837 | loss: 0.0311712 | val_loss: 0.0311916 | Time: 2288.88 ms
[2022-03-21 23:12:45 main:574] : INFO : Epoch 1838 | loss: 0.0311709 | val_loss: 0.0311934 | Time: 2259.7 ms
[2022-03-21 23:12:47 main:574] : INFO : Epoch 1839 | loss: 0.0311685 | val_loss: 0.0311846 | Time: 2265.43 ms
[2022-03-21 23:12:49 main:574] : INFO : Epoch 1840 | loss: 0.0311661 | val_loss: 0.0311849 | Time: 2304.79 ms
[2022-03-21 23:12:51 main:574] : INFO : Epoch 1841 | loss: 0.0311681 | val_loss: 0.031187 | Time: 2220.24 ms
[2022-03-21 23:12:54 main:574] : INFO : Epoch 1842 | loss: 0.0311691 | val_loss: 0.0311879 | Time: 2265.66 ms
[2022-03-21 23:12:56 main:574] : INFO : Epoch 1843 | loss: 0.0311652 | val_loss: 0.0311867 | Time: 2319.44 ms
[2022-03-21 23:12:58 main:574] : INFO : Epoch 1844 | loss: 0.0311637 | val_loss: 0.0311827 | Time: 2254.39 ms
[2022-03-21 23:13:01 main:574] : INFO : Epoch 1845 | loss: 0.0311627 | val_loss: 0.0311859 | Time: 2262.96 ms
[2022-03-21 23:13:03 main:574] : INFO : Epoch 1846 | loss: 0.0311646 | val_loss: 0.0311872 | Time: 2282.73 ms
[2022-03-21 23:13:05 main:574] : INFO : Epoch 1847 | loss: 0.031167 | val_loss: 0.0312017 | Time: 2257.99 ms
[2022-03-21 23:13:07 main:574] : INFO : Epoch 1848 | loss: 0.0311651 | val_loss: 0.0311824 | Time: 2247.19 ms
[2022-03-21 23:13:10 main:574] : INFO : Epoch 1849 | loss: 0.0311634 | val_loss: 0.0311844 | Time: 2245.42 ms
[2022-03-21 23:13:12 main:574] : INFO : Epoch 1850 | loss: 0.0311611 | val_loss: 0.0311826 | Time: 2307.2 ms
[2022-03-21 23:13:14 main:574] : INFO : Epoch 1851 | loss: 0.031163 | val_loss: 0.0311837 | Time: 2253.03 ms
[2022-03-21 23:13:16 main:574] : INFO : Epoch 1852 | loss: 0.0311619 | val_loss: 0.0311836 | Time: 2295.84 ms
[2022-03-21 23:13:19 main:574] : INFO : Epoch 1853 | loss: 0.0311592 | val_loss: 0.0311839 | Time: 2277.17 ms
[2022-03-21 23:13:21 main:574] : INFO : Epoch 1854 | loss: 0.0311641 | val_loss: 0.0311837 | Time: 2276.35 ms
[2022-03-21 23:13:23 main:574] : INFO : Epoch 1855 | loss: 0.0311601 | val_loss: 0.0311839 | Time: 2350.14 ms
[2022-03-21 23:13:26 main:574] : INFO : Epoch 1856 | loss: 0.0311571 | val_loss: 0.0311831 | Time: 2277.5 ms
[2022-03-21 23:13:28 main:574] : INFO : Epoch 1857 | loss: 0.0311558 | val_loss: 0.0311844 | Time: 2283.73 ms
[2022-03-21 23:13:30 main:574] : INFO : Epoch 1858 | loss: 0.0311594 | val_loss: 0.0311892 | Time: 2287.68 ms
[2022-03-21 23:13:33 main:574] : INFO : Epoch 1859 | loss: 0.0311642 | val_loss: 0.0311844 | Time: 2324.61 ms
[2022-03-21 23:13:35 main:574] : INFO : Epoch 1860 | loss: 0.0311585 | val_loss: 0.0311825 | Time: 2244.48 ms
[2022-03-21 23:13:37 main:574] : INFO : Epoch 1861 | loss: 0.0311579 | val_loss: 0.0311843 | Time: 2336.65 ms
[2022-03-21 23:13:39 main:574] : INFO : Epoch 1862 | loss: 0.0311562 | val_loss: 0.0311816 | Time: 2249.98 ms
[2022-03-21 23:13:42 main:574] : INFO : Epoch 1863 | loss: 0.0311552 | val_loss: 0.0311852 | Time: 2290.37 ms
[2022-03-21 23:13:44 main:574] : INFO : Epoch 1864 | loss: 0.0311551 | val_loss: 0.0311812 | Time: 2265.91 ms
[2022-03-21 23:13:46 main:574] : INFO : Epoch 1865 | loss: 0.0311544 | val_loss: 0.0311865 | Time: 2244.54 ms
[2022-03-21 23:13:49 main:574] : INFO : Epoch 1866 | loss: 0.031156 | val_loss: 0.0311822 | Time: 2261.27 ms
[2022-03-21 23:13:51 main:574] : INFO : Epoch 1867 | loss: 0.0311546 | val_loss: 0.0311859 | Time: 2313.21 ms
[2022-03-21 23:13:53 main:574] : INFO : Epoch 1868 | loss: 0.0311534 | val_loss: 0.0311841 | Time: 2257.92 ms
[2022-03-21 23:13:55 main:574] : INFO : Epoch 1869 | loss: 0.0311567 | val_loss: 0.0311834 | Time: 2279.98 ms
[2022-03-21 23:13:58 main:574] : INFO : Epoch 1870 | loss: 0.0311557 | val_loss: 0.0311856 | Time: 2272.45 ms
[2022-03-21 23:14:00 main:574] : INFO : Epoch 1871 | loss: 0.0311557 | val_loss: 0.0311835 | Time: 2299.14 ms
[2022-03-21 23:14:02 main:574] : INFO : Epoch 1872 | loss: 0.0311581 | val_loss: 0.0311858 | Time: 2320.76 ms
[2022-03-21 23:14:05 main:574] : INFO : Epoch 1873 | loss: 0.0311575 | val_loss: 0.0311835 | Time: 2271.14 ms
[2022-03-21 23:14:07 main:574] : INFO : Epoch 1874 | loss: 0.0311566 | val_loss: 0.0311845 | Time: 2252.95 ms
[2022-03-21 23:14:09 main:574] : INFO : Epoch 1875 | loss: 0.0311578 | val_loss: 0.0311824 | Time: 2259.91 ms
[2022-03-21 23:14:11 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311839 | Time: 2270.48 ms
[2022-03-21 23:14:14 main:574] : INFO : Epoch 1877 | loss: 0.0311522 | val_loss: 0.0311791 | Time: 2281.88 ms
[2022-03-21 23:14:16 main:574] : INFO : Epoch 1878 | loss: 0.031153 | val_loss: 0.0311851 | Time: 2255.12 ms
[2022-03-21 23:14:18 main:574] : INFO : Epoch 1879 | loss: 0.0311559 | val_loss: 0.0311798 | Time: 2242.97 ms
[2022-03-21 23:14:20 main:574] : INFO : Epoch 1880 | loss: 0.031159 | val_loss: 0.031179 | Time: 2281.01 ms
[2022-03-21 23:14:23 main:574] : INFO : Epoch 1881 | loss: 0.0311577 | val_loss: 0.0311813 | Time: 2249.53 ms
[2022-03-21 23:14:25 main:574] : INFO : Epoch 1882 | loss: 0.0311576 | val_loss: 0.0311825 | Time: 2251.27 ms
[2022-03-21 23:14:27 main:574] : INFO : Epoch 1883 | loss: 0.0311582 | val_loss: 0.031183 | Time: 2297.37 ms
[2022-03-21 23:14:30 main:574] : INFO : Epoch 1884 | loss: 0.0311611 | val_loss: 0.0311839 | Time: 2258.85 ms
[2022-03-21 23:14:32 main:574] : INFO : Epoch 1885 | loss: 0.0311603 | val_loss: 0.0311805 | Time: 2261.65 ms
[2022-03-21 23:14:34 main:574] : INFO : Epoch 1886 | loss: 0.0311565 | val_loss: 0.0311806 | Time: 2258.08 ms
[2022-03-21 23:14:36 main:574] : INFO : Epoch 1887 | loss: 0.0311537 | val_loss: 0.0311788 | Time: 2278.47 ms
[2022-03-21 23:14:39 main:574] : INFO : Epoch 1888 | loss: 0.0311515 | val_loss: 0.0311864 | Time: 2254.27 ms
[2022-03-21 23:14:41 main:574] : INFO : Epoch 1889 | loss: 0.0311531 | val_loss: 0.031184 | Time: 2296.1 ms
[2022-03-21 23:14:43 main:574] : INFO : Epoch 1890 | loss: 0.031156 | val_loss: 0.031187 | Time: 2280.44 ms
[2022-03-21 23:14:45 main:574] : INFO : Epoch 1891 | loss: 0.0311559 | val_loss: 0.0311779 | Time: 2284.31 ms
[2022-03-21 23:14:48 main:574] : INFO : Epoch 1892 | loss: 0.031155 | val_loss: 0.0311836 | Time: 2235.31 ms
[2022-03-21 23:14:50 main:574] : INFO : Epoch 1893 | loss: 0.0311504 | val_loss: 0.0311862 | Time: 2241.96 ms
[2022-03-21 23:14:52 main:574] : INFO : Epoch 1894 | loss: 0.0311471 | val_loss: 0.0311851 | Time: 2251.68 ms
[2022-03-21 23:14:54 main:574] : INFO : Epoch 1895 | loss: 0.0311519 | val_loss: 0.0311851 | Time: 2243.02 ms
[2022-03-21 23:14:57 main:574] : INFO : Epoch 1896 | loss: 0.031152 | val_loss: 0.0311858 | Time: 2288.49 ms
[2022-03-21 23:14:59 main:574] : INFO : Epoch 1897 | loss: 0.0311507 | val_loss: 0.0311851 | Time: 2287.73 ms
[2022-03-21 23:15:01 main:574] : INFO : Epoch 1898 | loss: 0.0311459 | val_loss: 0.0311845 | Time: 2247.14 ms
[2022-03-21 23:15:04 main:574] : INFO : Epoch 1899 | loss: 0.0311448 | val_loss: 0.0311892 | Time: 2262.95 ms
[2022-03-21 23:15:06 main:574] : INFO : Epoch 1900 | loss: 0.0311471 | val_loss: 0.0311944 | Time: 2272.31 ms
[2022-03-21 23:15:08 main:574] : INFO : Epoch 1901 | loss: 0.0311488 | val_loss: 0.0311928 | Time: 2288.88 ms
[2022-03-21 23:15:10 main:574] : INFO : Epoch 1902 | loss: 0.0311484 | val_loss: 0.0311826 | Time: 2286.07 ms
[2022-03-21 23:15:13 main:574] : INFO : Epoch 1903 | loss: 0.0311492 | val_loss: 0.0311875 | Time: 2263.93 ms
[2022-03-21 23:15:15 main:574] : INFO : Epoch 1904 | loss: 0.0311457 | val_loss: 0.0311862 | Time: 2259.01 ms
[2022-03-21 23:15:17 main:574] : INFO : Epoch 1905 | loss: 0.0311492 | val_loss: 0.031186 | Time: 2233.04 ms
[2022-03-21 23:15:20 main:574] : INFO : Epoch 1906 | loss: 0.031154 | val_loss: 0.0311828 | Time: 2291.29 ms
[2022-03-21 23:15:22 main:574] : INFO : Epoch 1907 | loss: 0.0311526 | val_loss: 0.031184 | Time: 2264.78 ms
[2022-03-21 23:15:24 main:574] : INFO : Epoch 1908 | loss: 0.0311541 | val_loss: 0.031183 | Time: 2260.84 ms
[2022-03-21 23:15:26 main:574] : INFO : Epoch 1909 | loss: 0.0311545 | val_loss: 0.0311816 | Time: 2230.91 ms
[2022-03-21 23:15:29 main:574] : INFO : Epoch 1910 | loss: 0.031149 | val_loss: 0.0311861 | Time: 2291.93 ms
[2022-03-21 23:15:31 main:574] : INFO : Epoch 1911 | loss: 0.0311483 | val_loss: 0.0311852 | Time: 2301.68 ms
[2022-03-21 23:15:33 main:574] : INFO : Epoch 1912 | loss: 0.0311503 | val_loss: 0.0311861 | Time: 2300.5 ms
[2022-03-21 23:15:35 main:574] : INFO : Epoch 1913 | loss: 0.0311479 | val_loss: 0.0311926 | Time: 2258.89 ms
[2022-03-21 23:15:38 main:574] : INFO : Epoch 1914 | loss: 0.0311487 | val_loss: 0.0311863 | Time: 2278.38 ms
[2022-03-21 23:15:40 main:574] : INFO : Epoch 1915 | loss: 0.0311463 | val_loss: 0.0311829 | Time: 2292.34 ms
[2022-03-21 23:15:42 main:574] : INFO : Epoch 1916 | loss: 0.0311435 | val_loss: 0.031188 | Time: 2269.97 ms
[2022-03-21 23:15:45 main:574] : INFO : Epoch 1917 | loss: 0.0311434 | val_loss: 0.0311959 | Time: 2293.13 ms
[2022-03-21 23:15:47 main:574] : INFO : Epoch 1918 | loss: 0.0311496 | val_loss: 0.031189 | Time: 2271.02 ms
[2022-03-21 23:15:49 main:574] : INFO : Epoch 1919 | loss: 0.0311482 | val_loss: 0.0312019 | Time: 2254.79 ms
[2022-03-21 23:15:51 main:574] : INFO : Epoch 1920 | loss: 0.0311456 | val_loss: 0.0311892 | Time: 2232.57 ms
[2022-03-21 23:15:54 main:574] : INFO : Epoch 1921 | loss: 0.0311464 | val_loss: 0.0311904 | Time: 2284.87 ms
[2022-03-21 23:15:56 main:574] : INFO : Epoch 1922 | loss: 0.0311463 | val_loss: 0.031184 | Time: 2286.76 ms
[2022-03-21 23:15:58 main:574] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.03119 | Time: 2320.47 ms
[2022-03-21 23:16:01 main:574] : INFO : Epoch 1924 | loss: 0.0311466 | val_loss: 0.0311905 | Time: 2272.91 ms
[2022-03-21 23:16:03 main:574] : INFO : Epoch 1925 | loss: 0.0311507 | val_loss: 0.0311821 | Time: 2259.33 ms
[2022-03-21 23:16:05 main:574] : INFO : Epoch 1926 | loss: 0.0311518 | val_loss: 0.0311899 | Time: 2250.94 ms
[2022-03-21 23:16:07 main:574] : INFO : Epoch 1927 | loss: 0.0311481 | val_loss: 0.0311879 | Time: 2248.65 ms
[2022-03-21 23:16:10 main:574] : INFO : Epoch 1928 | loss: 0.0311475 | val_loss: 0.0311919 | Time: 2239.79 ms
[2022-03-21 23:16:12 main:574] : INFO : Epoch 1929 | loss: 0.0311461 | val_loss: 0.0311858 | Time: 2289.07 ms
[2022-03-21 23:16:14 main:574] : INFO : Epoch 1930 | loss: 0.031144 | val_loss: 0.0311876 | Time: 2284.62 ms
[2022-03-21 23:16:16 main:574] : INFO : Epoch 1931 | loss: 0.031146 | val_loss: 0.0311883 | Time: 2274.4 ms
[2022-03-21 23:16:19 main:574] : INFO : Epoch 1932 | loss: 0.0311444 | val_loss: 0.0311907 | Time: 2280.64 ms
[2022-03-21 23:16:21 main:574] : INFO : Epoch 1933 | loss: 0.0311461 | val_loss: 0.0311869 | Time: 2297.28 ms
[2022-03-21 23:16:23 main:574] : INFO : Epoch 1934 | loss: 0.0311444 | val_loss: 0.0311895 | Time: 2253.67 ms
[2022-03-21 23:16:26 main:574] : INFO : Epoch 1935 | loss: 0.0311471 | val_loss: 0.0311877 | Time: 2281.58 ms
[2022-03-21 23:16:28 main:574] : INFO : Epoch 1936 | loss: 0.0311453 | val_loss: 0.0311855 | Time: 2245.93 ms
[2022-03-21 23:16:30 main:574] : INFO : Epoch 1937 | loss: 0.0311451 | val_loss: 0.0311907 | Time: 2245.18 ms
[2022-03-21 23:16:32 main:574] : INFO : Epoch 1938 | loss: 0.0311457 | val_loss: 0.0311843 | Time: 2247.25 ms
[2022-03-21 23:16:35 main:574] : INFO : Epoch 1939 | loss: 0.0311481 | val_loss: 0.0311923 | Time: 2294.37 ms
[2022-03-21 23:16:37 main:574] : INFO : Epoch 1940 | loss: 0.0311428 | val_loss: 0.0311871 | Time: 2243.56 ms
[2022-03-21 23:16:39 main:574] : INFO : Epoch 1941 | loss: 0.0311459 | val_loss: 0.0311877 | Time: 2282.29 ms
[2022-03-21 23:16:41 main:574] : INFO : Epoch 1942 | loss: 0.0311426 | val_loss: 0.0311857 | Time: 2275.96 ms
[2022-03-21 23:16:44 main:574] : INFO : Epoch 1943 | loss: 0.0311441 | val_loss: 0.031187 | Time: 2321.03 ms
[2022-03-21 23:16:46 main:574] : INFO : Epoch 1944 | loss: 0.0311474 | val_loss: 0.0311949 | Time: 2262.09 ms
[2022-03-21 23:16:48 main:574] : INFO : Epoch 1945 | loss: 0.0311436 | val_loss: 0.0311869 | Time: 2298.59 ms
[2022-03-21 23:16:51 main:574] : INFO : Epoch 1946 | loss: 0.031149 | val_loss: 0.0311856 | Time: 2236.89 ms
[2022-03-21 23:16:53 main:574] : INFO : Epoch 1947 | loss: 0.0311414 | val_loss: 0.0311954 | Time: 2306.02 ms
[2022-03-21 23:16:55 main:574] : INFO : Epoch 1948 | loss: 0.0311486 | val_loss: 0.0311899 | Time: 2273.77 ms
[2022-03-21 23:16:57 main:574] : INFO : Epoch 1949 | loss: 0.0311492 | val_loss: 0.0311857 | Time: 2279.22 ms
[2022-03-21 23:17:00 main:574] : INFO : Epoch 1950 | loss: 0.0311503 | val_loss: 0.0311831 | Time: 2287.2 ms
[2022-03-21 23:17:02 main:574] : INFO : Epoch 1951 | loss: 0.0311472 | val_loss: 0.0311914 | Time: 2272.02 ms
[2022-03-21 23:17:04 main:574] : INFO : Epoch 1952 | loss: 0.0311479 | val_loss: 0.0311832 | Time: 2260.78 ms
[2022-03-21 23:17:07 main:574] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.0311844 | Time: 2311.69 ms
[2022-03-21 23:17:09 main:574] : INFO : Epoch 1954 | loss: 0.0311481 | val_loss: 0.0311876 | Time: 2288.26 ms
[2022-03-21 23:17:11 main:574] : INFO : Epoch 1955 | loss: 0.0311436 | val_loss: 0.031185 | Time: 2248.96 ms
[2022-03-21 23:17:13 main:574] : INFO : Epoch 1956 | loss: 0.0311466 | val_loss: 0.0311859 | Time: 2254.98 ms
[2022-03-21 23:17:16 main:574] : INFO : Epoch 1957 | loss: 0.0311513 | val_loss: 0.0311851 | Time: 2283.39 ms
[2022-03-21 23:17:18 main:574] : INFO : Epoch 1958 | loss: 0.0311466 | val_loss: 0.0311803 | Time: 2255.44 ms
[2022-03-21 23:17:20 main:574] : INFO : Epoch 1959 | loss: 0.0311435 | val_loss: 0.0311923 | Time: 2267.19 ms
[2022-03-21 23:17:23 main:574] : INFO : Epoch 1960 | loss: 0.0311425 | val_loss: 0.031184 | Time: 2298.79 ms
[2022-03-21 23:17:25 main:574] : INFO : Epoch 1961 | loss: 0.0311414 | val_loss: 0.0311802 | Time: 2291.36 ms
[2022-03-21 23:17:27 main:574] : INFO : Epoch 1962 | loss: 0.031141 | val_loss: 0.0311846 | Time: 2288.36 ms
[2022-03-21 23:17:29 main:574] : INFO : Epoch 1963 | loss: 0.031141 | val_loss: 0.0311889 | Time: 2257.29 ms
[2022-03-21 23:17:32 main:574] : INFO : Epoch 1964 | loss: 0.0311423 | val_loss: 0.0311863 | Time: 2293.69 ms
[2022-03-21 23:17:34 main:574] : INFO : Epoch 1965 | loss: 0.0311441 | val_loss: 0.031186 | Time: 2311.82 ms
[2022-03-21 23:17:36 main:574] : INFO : Epoch 1966 | loss: 0.0311518 | val_loss: 0.0311859 | Time: 2253.59 ms
[2022-03-21 23:17:39 main:574] : INFO : Epoch 1967 | loss: 0.0311535 | val_loss: 0.031186 | Time: 2304.31 ms
[2022-03-21 23:17:41 main:574] : INFO : Epoch 1968 | loss: 0.0311472 | val_loss: 0.0311832 | Time: 2250.96 ms
[2022-03-21 23:17:43 main:574] : INFO : Epoch 1969 | loss: 0.031143 | val_loss: 0.0311901 | Time: 2235.75 ms
[2022-03-21 23:17:45 main:574] : INFO : Epoch 1970 | loss: 0.0311399 | val_loss: 0.0311832 | Time: 2208.85 ms
[2022-03-21 23:17:48 main:574] : INFO : Epoch 1971 | loss: 0.0311372 | val_loss: 0.0311868 | Time: 2220.53 ms
[2022-03-21 23:17:50 main:574] : INFO : Epoch 1972 | loss: 0.0311379 | val_loss: 0.0311897 | Time: 2235.12 ms
[2022-03-21 23:17:52 main:574] : INFO : Epoch 1973 | loss: 0.0311376 | val_loss: 0.0311853 | Time: 2279.44 ms
[2022-03-21 23:17:54 main:574] : INFO : Epoch 1974 | loss: 0.0311403 | val_loss: 0.0311839 | Time: 2265.74 ms
[2022-03-21 23:17:57 main:574] : INFO : Epoch 1975 | loss: 0.0311419 | val_loss: 0.0311846 | Time: 2265.89 ms
[2022-03-21 23:17:59 main:574] : INFO : Epoch 1976 | loss: 0.0311429 | val_loss: 0.0311893 | Time: 2279.38 ms
[2022-03-21 23:18:01 main:574] : INFO : Epoch 1977 | loss: 0.0311416 | val_loss: 0.0311948 | Time: 2271.48 ms
[2022-03-21 23:18:03 main:574] : INFO : Epoch 1978 | loss: 0.0311393 | val_loss: 0.0311839 | Time: 2236.99 ms
[2022-03-21 23:18:06 main:574] : INFO : Epoch 1979 | loss: 0.0311381 | val_loss: 0.0311843 | Time: 2279.72 ms
[2022-03-21 23:18:08 main:574] : INFO : Epoch 1980 | loss: 0.0311358 | val_loss: 0.0311868 | Time: 2273.67 ms
[2022-03-21 23:18:10 main:574] : INFO : Epoch 1981 | loss: 0.0311365 | val_loss: 0.0311937 | Time: 2218.12 ms
[2022-03-21 23:18:13 main:574] : INFO : Epoch 1982 | loss: 0.0311331 | val_loss: 0.0311804 | Time: 2304.12 ms
[2022-03-21 23:18:15 main:574] : INFO : Epoch 1983 | loss: 0.0311357 | val_loss: 0.0311972 | Time: 2314.35 ms
[2022-03-21 23:18:17 main:574] : INFO : Epoch 1984 | loss: 0.0311412 | val_loss: 0.03118 | Time: 2248.59 ms
[2022-03-21 23:18:19 main:574] : INFO : Epoch 1985 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 2302.5 ms
[2022-03-21 23:18:22 main:574] : INFO : Epoch 1986 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 2286.61 ms
[2022-03-21 23:18:24 main:574] : INFO : Epoch 1987 | loss: 0.0311514 | val_loss: 0.0311766 | Time: 2265.63 ms
[2022-03-21 23:18:26 main:574] : INFO : Epoch 1988 | loss: 0.0311507 | val_loss: 0.0311751 | Time: 2256.04 ms
[2022-03-21 23:18:28 main:574] : INFO : Epoch 1989 | loss: 0.0311499 | val_loss: 0.0311753 | Time: 2258.25 ms
[2022-03-21 23:18:31 main:574] : INFO : Epoch 1990 | loss: 0.0311454 | val_loss: 0.0311812 | Time: 2320.68 ms
[2022-03-21 23:18:33 main:574] : INFO : Epoch 1991 | loss: 0.031141 | val_loss: 0.0311811 | Time: 2304.55 ms
[2022-03-21 23:18:35 main:574] : INFO : Epoch 1992 | loss: 0.0311426 | val_loss: 0.0311777 | Time: 2307.61 ms
[2022-03-21 23:18:38 main:574] : INFO : Epoch 1993 | loss: 0.0311453 | val_loss: 0.0311826 | Time: 2272.57 ms
[2022-03-21 23:18:40 main:574] : INFO : Epoch 1994 | loss: 0.0311381 | val_loss: 0.0311813 | Time: 2313.01 ms
[2022-03-21 23:18:42 main:574] : INFO : Epoch 1995 | loss: 0.0311402 | val_loss: 0.0311814 | Time: 2286.09 ms
[2022-03-21 23:18:45 main:574] : INFO : Epoch 1996 | loss: 0.0311405 | val_loss: 0.0311838 | Time: 2238.74 ms
[2022-03-21 23:18:47 main:574] : INFO : Epoch 1997 | loss: 0.031137 | val_loss: 0.031186 | Time: 2246.59 ms
[2022-03-21 23:18:49 main:574] : INFO : Epoch 1998 | loss: 0.0311391 | val_loss: 0.031187 | Time: 2279.85 ms
[2022-03-21 23:18:51 main:574] : INFO : Epoch 1999 | loss: 0.031138 | val_loss: 0.031188 | Time: 2260.9 ms
[2022-03-21 23:18:54 main:574] : INFO : Epoch 2000 | loss: 0.0311337 | val_loss: 0.0311849 | Time: 2286.27 ms
[2022-03-21 23:18:56 main:574] : INFO : Epoch 2001 | loss: 0.0311353 | val_loss: 0.0311901 | Time: 2258.36 ms
[2022-03-21 23:18:58 main:574] : INFO : Epoch 2002 | loss: 0.0311351 | val_loss: 0.0311839 | Time: 2302.94 ms
[2022-03-21 23:19:00 main:574] : INFO : Epoch 2003 | loss: 0.0311356 | val_loss: 0.0311928 | Time: 2232.28 ms
[2022-03-21 23:19:03 main:574] : INFO : Epoch 2004 | loss: 0.0311408 | val_loss: 0.0311885 | Time: 2249.28 ms
[2022-03-21 23:19:05 main:574] : INFO : Epoch 2005 | loss: 0.0311359 | val_loss: 0.0311914 | Time: 2259.65 ms
[2022-03-21 23:19:07 main:574] : INFO : Epoch 2006 | loss: 0.031135 | val_loss: 0.0311892 | Time: 2256.86 ms
[2022-03-21 23:19:10 main:574] : INFO : Epoch 2007 | loss: 0.0311388 | val_loss: 0.0311847 | Time: 2300.95 ms
[2022-03-21 23:19:12 main:574] : INFO : Epoch 2008 | loss: 0.0311406 | val_loss: 0.0311941 | Time: 2280.17 ms
[2022-03-21 23:19:14 main:574] : INFO : Epoch 2009 | loss: 0.0311372 | val_loss: 0.0311863 | Time: 2253.73 ms
[2022-03-21 23:19:16 main:574] : INFO : Epoch 2010 | loss: 0.0311384 | val_loss: 0.0311939 | Time: 2234.09 ms
[2022-03-21 23:19:19 main:574] : INFO : Epoch 2011 | loss: 0.0311341 | val_loss: 0.0311887 | Time: 2255.68 ms
[2022-03-21 23:19:21 main:574] : INFO : Epoch 2012 | loss: 0.0311315 | val_loss: 0.0311975 | Time: 2313.07 ms
[2022-03-21 23:19:23 main:574] : INFO : Epoch 2013 | loss: 0.0311416 | val_loss: 0.0311866 | Time: 2236.1 ms
[2022-03-21 23:19:25 main:574] : INFO : Epoch 2014 | loss: 0.0311391 | val_loss: 0.031192 | Time: 2281.71 ms
[2022-03-21 23:19:28 main:574] : INFO : Epoch 2015 | loss: 0.0311395 | val_loss: 0.0311888 | Time: 2225.65 ms
[2022-03-21 23:19:30 main:574] : INFO : Epoch 2016 | loss: 0.03114 | val_loss: 0.031196 | Time: 2238.08 ms
[2022-03-21 23:19:32 main:574] : INFO : Epoch 2017 | loss: 0.0311376 | val_loss: 0.0311871 | Time: 2223.69 ms
[2022-03-21 23:19:34 main:574] : INFO : Epoch 2018 | loss: 0.0311421 | val_loss: 0.0311908 | Time: 2278.84 ms
[2022-03-21 23:19:37 main:574] : INFO : Epoch 2019 | loss: 0.0311355 | val_loss: 0.0311863 | Time: 2286.81 ms
[2022-03-21 23:19:39 main:574] : INFO : Epoch 2020 | loss: 0.0311357 | val_loss: 0.0311939 | Time: 2314.04 ms
[2022-03-21 23:19:41 main:574] : INFO : Epoch 2021 | loss: 0.0311339 | val_loss: 0.0311884 | Time: 2286.46 ms
[2022-03-21 23:19:44 main:574] : INFO : Epoch 2022 | loss: 0.0311337 | val_loss: 0.0311868 | Time: 2257.89 ms
[2022-03-21 23:19:46 main:574] : INFO : Epoch 2023 | loss: 0.0311384 | val_loss: 0.0311885 | Time: 2274.6 ms
[2022-03-21 23:19:48 main:574] : INFO : Epoch 2024 | loss: 0.0311329 | val_loss: 0.0311887 | Time: 2309.66 ms
[2022-03-21 23:19:50 main:574] : INFO : Epoch 2025 | loss: 0.0311289 | val_loss: 0.0311888 | Time: 2264.04 ms
[2022-03-21 23:19:53 main:574] : INFO : Epoch 2026 | loss: 0.0311303 | val_loss: 0.0311912 | Time: 2222.21 ms
[2022-03-21 23:19:55 main:574] : INFO : Epoch 2027 | loss: 0.0311308 | val_loss: 0.0311906 | Time: 2297.79 ms
[2022-03-21 23:19:57 main:574] : INFO : Epoch 2028 | loss: 0.0311288 | val_loss: 0.0311923 | Time: 2270.72 ms
[2022-03-21 23:20:00 main:574] : INFO : Epoch 2029 | loss: 0.0311312 | val_loss: 0.0311982 | Time: 2285.48 ms
[2022-03-21 23:20:02 main:574] : INFO : Epoch 2030 | loss: 0.0311251 | val_loss: 0.0311965 | Time: 2300.11 ms
[2022-03-21 23:20:04 main:574] : INFO : Epoch 2031 | loss: 0.0311304 | val_loss: 0.0312013 | Time: 2261.32 ms
[2022-03-21 23:20:06 main:574] : INFO : Epoch 2032 | loss: 0.0311291 | val_loss: 0.0311978 | Time: 2302.81 ms
[2022-03-21 23:20:09 main:574] : INFO : Epoch 2033 | loss: 0.0311283 | val_loss: 0.0311904 | Time: 2305.21 ms
[2022-03-21 23:20:11 main:574] : INFO : Epoch 2034 | loss: 0.0311307 | val_loss: 0.0311857 | Time: 2285.23 ms
[2022-03-21 23:20:13 main:574] : INFO : Epoch 2035 | loss: 0.0311291 | val_loss: 0.0311929 | Time: 2306.32 ms
[2022-03-21 23:20:16 main:574] : INFO : Epoch 2036 | loss: 0.0311266 | val_loss: 0.0311972 | Time: 2281.58 ms
[2022-03-21 23:20:18 main:574] : INFO : Epoch 2037 | loss: 0.0311264 | val_loss: 0.0311909 | Time: 2242.84 ms
[2022-03-21 23:20:20 main:574] : INFO : Epoch 2038 | loss: 0.0311264 | val_loss: 0.0311911 | Time: 2302.31 ms
[2022-03-21 23:20:22 main:574] : INFO : Epoch 2039 | loss: 0.0311271 | val_loss: 0.031193 | Time: 2288.33 ms
[2022-03-21 23:20:25 main:574] : INFO : Epoch 2040 | loss: 0.0311276 | val_loss: 0.0311983 | Time: 2264.02 ms
[2022-03-21 23:20:27 main:574] : INFO : Epoch 2041 | loss: 0.0311296 | val_loss: 0.0312012 | Time: 2285.79 ms
[2022-03-21 23:20:29 main:574] : INFO : Epoch 2042 | loss: 0.031124 | val_loss: 0.0311898 | Time: 2234.56 ms
[2022-03-21 23:20:32 main:574] : INFO : Epoch 2043 | loss: 0.0311232 | val_loss: 0.0311911 | Time: 2285.91 ms
[2022-03-21 23:20:34 main:574] : INFO : Epoch 2044 | loss: 0.0311221 | val_loss: 0.0311949 | Time: 2280 ms
[2022-03-21 23:20:36 main:574] : INFO : Epoch 2045 | loss: 0.0311309 | val_loss: 0.0311855 | Time: 2290.8 ms
[2022-03-21 23:20:38 main:574] : INFO : Epoch 2046 | loss: 0.0311342 | val_loss: 0.0312035 | Time: 2274.69 ms
[2022-03-21 23:20:41 main:574] : INFO : Epoch 2047 | loss: 0.031129 | val_loss: 0.0312007 | Time: 2264.24 ms
[2022-03-21 23:20:43 main:574] : INFO : Epoch 2048 | loss: 0.0311252 | val_loss: 0.0311934 | Time: 2253.83 ms
[2022-03-21 23:20:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311934
[2022-03-21 23:20:43 main:603] : INFO : Saving end state to config to file
[2022-03-21 23:20:43 main:608] : INFO : Success, exiting..
23:20:43 (16212): 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)