Task 12827119
| Name | ParityModified-1645994357-31862-2-0_1 |
| Workunit | 9779811 |
| Created | 9 Mar 2022, 13:56:12 UTC |
| Sent | 9 Mar 2022, 14:18:59 UTC |
| Report deadline | 17 Mar 2022, 14:18:59 UTC |
| Received | 9 Mar 2022, 16:40:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5884 |
| Run time | 1 hours 18 min 34 sec |
| CPU time | 1 hours 9 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,190.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11 main:574] : INFO : Epoch 1542 | loss: 0.031028 | val_loss: 0.0310883 | Time: 2318.25 ms [2022-03-09 09:20:13 main:574] : INFO : Epoch 1543 | loss: 0.0310308 | val_loss: 0.0310919 | Time: 2309.13 ms [2022-03-09 09:20:16 main:574] : INFO : Epoch 1544 | loss: 0.031027 | val_loss: 0.031095 | Time: 2164.05 ms [2022-03-09 09:20:18 main:574] : INFO : Epoch 1545 | loss: 0.0310372 | val_loss: 0.0310992 | Time: 2255.98 ms [2022-03-09 09:20:20 main:574] : INFO : Epoch 1546 | loss: 0.0310908 | val_loss: 0.0310988 | Time: 2248.35 ms [2022-03-09 09:20:22 main:574] : INFO : Epoch 1547 | loss: 0.0310885 | val_loss: 0.0310896 | Time: 2213.09 ms [2022-03-09 09:20:25 main:574] : INFO : Epoch 1548 | loss: 0.0310753 | val_loss: 0.0310851 | Time: 2282.14 ms [2022-03-09 09:20:27 main:574] : INFO : Epoch 1549 | loss: 0.0310688 | val_loss: 0.0310862 | Time: 2264.07 ms [2022-03-09 09:20:29 main:574] : INFO : Epoch 1550 | loss: 0.0310629 | val_loss: 0.0310827 | Time: 2298.86 ms [2022-03-09 09:20:32 main:574] : INFO : Epoch 1551 | loss: 0.0310617 | val_loss: 0.0310897 | Time: 2405.37 ms [2022-03-09 09:20:34 main:574] : INFO : Epoch 1552 | loss: 0.0310612 | val_loss: 0.0310795 | Time: 2384.75 ms [2022-03-09 09:20:36 main:574] : INFO : Epoch 1553 | loss: 0.0310561 | val_loss: 0.0310795 | Time: 2338.56 ms [2022-03-09 09:20:39 main:574] : INFO : Epoch 1554 | loss: 0.0310531 | val_loss: 0.0310789 | Time: 2378.17 ms [2022-03-09 09:20:41 main:574] : INFO : Epoch 1555 | loss: 0.031052 | val_loss: 0.0310792 | Time: 2240.95 ms [2022-03-09 09:20:43 main:574] : INFO : Epoch 1556 | loss: 0.0310498 | val_loss: 0.0310815 | Time: 2277.75 ms [2022-03-09 09:20:46 main:574] : INFO : Epoch 1557 | loss: 0.0310571 | val_loss: 0.0310876 | Time: 2308.27 ms [2022-03-09 09:20:48 main:574] : INFO : Epoch 1558 | loss: 0.0310574 | val_loss: 0.0310866 | Time: 2510.56 ms [2022-03-09 09:20:51 main:574] : INFO : Epoch 1559 | loss: 0.0310554 | val_loss: 0.031078 | Time: 2800.47 ms [2022-03-09 09:20:53 main:574] : INFO : Epoch 1560 | loss: 0.0310531 | val_loss: 0.0310884 | Time: 2341.16 ms [2022-03-09 09:20:55 main:574] : INFO : Epoch 1561 | loss: 0.0310508 | val_loss: 0.0310771 | Time: 2303.37 ms [2022-03-09 09:20:58 main:574] : INFO : Epoch 1562 | loss: 0.0310479 | val_loss: 0.0310777 | Time: 2397.33 ms [2022-03-09 09:21:00 main:574] : INFO : Epoch 1563 | loss: 0.0310459 | val_loss: 0.0310783 | Time: 2411.48 ms [2022-03-09 09:21:03 main:574] : INFO : Epoch 1564 | loss: 0.0310454 | val_loss: 0.031086 | Time: 2367.67 ms [2022-03-09 09:21:05 main:574] : INFO : Epoch 1565 | loss: 0.0310493 | val_loss: 0.0310911 | Time: 2322.81 ms [2022-03-09 09:21:07 main:574] : INFO : Epoch 1566 | loss: 0.0310442 | val_loss: 0.0310812 | Time: 2338.19 ms [2022-03-09 09:21:10 main:574] : INFO : Epoch 1567 | loss: 0.0310409 | val_loss: 0.0310793 | Time: 2297.55 ms [2022-03-09 09:21:12 main:574] : INFO : Epoch 1568 | loss: 0.0310397 | val_loss: 0.0310833 | Time: 2368.87 ms [2022-03-09 09:21:14 main:574] : INFO : Epoch 1569 | loss: 0.0310392 | val_loss: 0.0310831 | Time: 2342.37 ms [2022-03-09 09:21:17 main:574] : INFO : Epoch 1570 | loss: 0.0310377 | val_loss: 0.0310812 | Time: 2362.52 ms [2022-03-09 09:21:19 main:574] : INFO : Epoch 1571 | loss: 0.0310383 | val_loss: 0.031091 | Time: 2430.22 ms [2022-03-09 09:21:22 main:574] : INFO : Epoch 1572 | loss: 0.0310422 | val_loss: 0.0310792 | Time: 2347.61 ms [2022-03-09 09:21:24 main:574] : INFO : Epoch 1573 | loss: 0.0310394 | val_loss: 0.0310824 | Time: 2338.73 ms [2022-03-09 09:21:26 main:574] : INFO : Epoch 1574 | loss: 0.0310428 | val_loss: 0.0310858 | Time: 2292.69 ms [2022-03-09 09:21:29 main:574] : INFO : Epoch 1575 | loss: 0.0310476 | val_loss: 0.0310822 | Time: 2420.02 ms [2022-03-09 09:21:31 main:574] : INFO : Epoch 1576 | loss: 0.0310434 | val_loss: 0.0310845 | Time: 2293.5 ms [2022-03-09 09:21:33 main:574] : INFO : Epoch 1577 | loss: 0.0310427 | val_loss: 0.0310817 | Time: 2269.77 ms [2022-03-09 09:21:35 main:574] : INFO : Epoch 1578 | loss: 0.0310409 | val_loss: 0.0310781 | Time: 2293.98 ms [2022-03-09 09:21:38 main:574] : INFO : Epoch 1579 | loss: 0.0310386 | val_loss: 0.031076 | Time: 2364.67 ms [2022-03-09 09:21:40 main:574] : INFO : Epoch 1580 | loss: 0.0310383 | val_loss: 0.031082 | Time: 2360.89 ms [2022-03-09 09:21:42 main:574] : INFO : Epoch 1581 | loss: 0.0310412 | val_loss: 0.0310764 | Time: 2246.21 ms [2022-03-09 09:21:45 main:574] : INFO : Epoch 1582 | loss: 0.0310374 | val_loss: 0.0310844 | Time: 2266 ms [2022-03-09 09:21:47 main:574] : INFO : Epoch 1583 | loss: 0.0310372 | val_loss: 0.0310815 | Time: 2575.54 ms [2022-03-09 09:21:50 main:574] : INFO : Epoch 1584 | loss: 0.0310356 | val_loss: 0.0310809 | Time: 2410.19 ms [2022-03-09 09:21:52 main:574] : INFO : Epoch 1585 | loss: 0.0310328 | val_loss: 0.0310829 | Time: 2225.26 ms [2022-03-09 09:21:54 main:574] : INFO : Epoch 1586 | loss: 0.0310348 | val_loss: 0.0310803 | Time: 2275.31 ms [2022-03-09 09:21:56 main:574] : INFO : Epoch 1587 | loss: 0.0310349 | val_loss: 0.031089 | Time: 2230.3 ms [2022-03-09 09:21:59 main:574] : INFO : Epoch 1588 | loss: 0.0310425 | val_loss: 0.0310818 | Time: 2283.24 ms [2022-03-09 09:22:01 main:574] : INFO : Epoch 1589 | loss: 0.031036 | val_loss: 0.0310758 | Time: 2321.62 ms [2022-03-09 09:22:03 main:574] : INFO : Epoch 1590 | loss: 0.031033 | val_loss: 0.0310823 | Time: 2308.46 ms [2022-03-09 09:22:06 main:574] : INFO : Epoch 1591 | loss: 0.0310329 | val_loss: 0.0310895 | Time: 2214.47 ms [2022-03-09 09:22:08 main:574] : INFO : Epoch 1592 | loss: 0.0310347 | val_loss: 0.0310803 | Time: 2238.6 ms [2022-03-09 09:22:10 main:574] : INFO : Epoch 1593 | loss: 0.0310333 | val_loss: 0.0310796 | Time: 2313.4 ms [2022-03-09 09:22:12 main:574] : INFO : Epoch 1594 | loss: 0.0310339 | val_loss: 0.0310824 | Time: 2195.99 ms [2022-03-09 09:22:15 main:574] : INFO : Epoch 1595 | loss: 0.0310306 | val_loss: 0.0310848 | Time: 2267.05 ms [2022-03-09 09:22:17 main:574] : INFO : Epoch 1596 | loss: 0.0310309 | val_loss: 0.0310829 | Time: 2339.55 ms [2022-03-09 09:22:19 main:574] : INFO : Epoch 1597 | loss: 0.0310318 | val_loss: 0.0310829 | Time: 2241.99 ms [2022-03-09 09:22:21 main:574] : INFO : Epoch 1598 | loss: 0.0310329 | val_loss: 0.0310832 | Time: 2231.97 ms [2022-03-09 09:22:24 main:574] : INFO : Epoch 1599 | loss: 0.0310328 | val_loss: 0.0310876 | Time: 2266.97 ms [2022-03-09 09:22:26 main:574] : INFO : Epoch 1600 | loss: 0.0310306 | val_loss: 0.0310825 | Time: 2269.03 ms [2022-03-09 09:22:28 main:574] : INFO : Epoch 1601 | loss: 0.0310279 | val_loss: 0.0310849 | Time: 2287.74 ms [2022-03-09 09:22:31 main:574] : INFO : Epoch 1602 | loss: 0.0310322 | val_loss: 0.0310808 | Time: 2241.26 ms [2022-03-09 09:22:33 main:574] : INFO : Epoch 1603 | loss: 0.0310334 | val_loss: 0.0310792 | Time: 2270.48 ms [2022-03-09 09:22:35 main:574] : INFO : Epoch 1604 | loss: 0.0310293 | val_loss: 0.031087 | Time: 2308.54 ms [2022-03-09 09:22:37 main:574] : INFO : Epoch 1605 | loss: 0.0310284 | val_loss: 0.0310899 | Time: 2306.93 ms [2022-03-09 09:22:40 main:574] : INFO : Epoch 1606 | loss: 0.0310315 | val_loss: 0.0310914 | Time: 2256.49 ms [2022-03-09 09:22:42 main:574] : INFO : Epoch 1607 | loss: 0.0310314 | val_loss: 0.0310858 | Time: 2247.34 ms [2022-03-09 09:22:44 main:574] : INFO : Epoch 1608 | loss: 0.0310416 | val_loss: 0.0311 | Time: 2316.91 ms [2022-03-09 09:22:47 main:574] : INFO : Epoch 1609 | loss: 0.0310556 | val_loss: 0.0310856 | Time: 2297.58 ms [2022-03-09 09:22:49 main:574] : INFO : Epoch 1610 | loss: 0.0310537 | val_loss: 0.0311142 | Time: 2248.82 ms [2022-03-09 09:22:51 main:574] : INFO : Epoch 1611 | loss: 0.0310809 | val_loss: 0.0311045 | Time: 2295.74 ms [2022-03-09 09:22:53 main:574] : INFO : Epoch 1612 | loss: 0.0310691 | val_loss: 0.0310931 | Time: 2210.81 ms [2022-03-09 09:22:55 main:574] : INFO : Epoch 1613 | loss: 0.0310565 | val_loss: 0.0310897 | Time: 2144.15 ms [2022-03-09 09:22:58 main:574] : INFO : Epoch 1614 | loss: 0.0310483 | val_loss: 0.0310934 | Time: 2331.88 ms [2022-03-09 09:23:00 main:574] : INFO : Epoch 1615 | loss: 0.0310424 | val_loss: 0.0310942 | Time: 2345.74 ms [2022-03-09 09:23:02 main:574] : INFO : Epoch 1616 | loss: 0.0310372 | val_loss: 0.0310874 | Time: 2281.28 ms [2022-03-09 09:23:05 main:574] : INFO : Epoch 1617 | loss: 0.0310364 | val_loss: 0.0310973 | Time: 2264.15 ms [2022-03-09 09:23:07 main:574] : INFO : Epoch 1618 | loss: 0.0310337 | val_loss: 0.0310929 | Time: 2301.68 ms [2022-03-09 09:23:09 main:574] : INFO : Epoch 1619 | loss: 0.0310312 | val_loss: 0.0310962 | Time: 2184.22 ms [2022-03-09 09:23:11 main:574] : INFO : Epoch 1620 | loss: 0.0310313 | val_loss: 0.0310951 | Time: 2270.73 ms [2022-03-09 09:23:14 main:574] : INFO : Epoch 1621 | loss: 0.0310321 | val_loss: 0.0310941 | Time: 2311.1 ms [2022-03-09 09:23:16 main:574] : INFO : Epoch 1622 | loss: 0.0310344 | val_loss: 0.0311005 | Time: 2291.79 ms [2022-03-09 09:23:18 main:574] : INFO : Epoch 1623 | loss: 0.0310386 | val_loss: 0.0310904 | Time: 2337.13 ms [2022-03-09 09:23:21 main:574] : INFO : Epoch 1624 | loss: 0.0310361 | val_loss: 0.0310868 | Time: 2309.34 ms [2022-03-09 09:23:23 main:574] : INFO : Epoch 1625 | loss: 0.0310351 | val_loss: 0.0311002 | Time: 2259 ms [2022-03-09 09:23:25 main:574] : INFO : Epoch 1626 | loss: 0.0310301 | val_loss: 0.0310931 | Time: 2253.32 ms [2022-03-09 09:23:28 main:574] : INFO : Epoch 1627 | loss: 0.0310299 | val_loss: 0.0310927 | Time: 2264.4 ms [2022-03-09 09:23:30 main:574] : INFO : Epoch 1628 | loss: 0.0310281 | val_loss: 0.0310917 | Time: 2292.07 ms [2022-03-09 09:23:32 main:574] : INFO : Epoch 1629 | loss: 0.0310289 | val_loss: 0.0310891 | Time: 2290.41 ms [2022-03-09 09:23:34 main:574] : INFO : Epoch 1630 | loss: 0.0310314 | val_loss: 0.0310891 | Time: 2244.69 ms [2022-03-09 09:23:37 main:574] : INFO : Epoch 1631 | loss: 0.0310288 | val_loss: 0.0310885 | Time: 2185.76 ms [2022-03-09 09:23:39 main:574] : INFO : Epoch 1632 | loss: 0.0310294 | val_loss: 0.0310903 | Time: 2248.28 ms [2022-03-09 09:23:41 main:574] : INFO : Epoch 1633 | loss: 0.031035 | val_loss: 0.0310878 | Time: 2277.1 ms [2022-03-09 09:23:43 main:574] : INFO : Epoch 1634 | loss: 0.031037 | val_loss: 0.0310948 | Time: 2274.48 ms [2022-03-09 09:23:46 main:574] : INFO : Epoch 1635 | loss: 0.0310362 | val_loss: 0.0310958 | Time: 2334.92 ms [2022-03-09 09:23:48 main:574] : INFO : Epoch 1636 | loss: 0.0310328 | val_loss: 0.031089 | Time: 2207.03 ms [2022-03-09 09:23:50 main:574] : INFO : Epoch 1637 | loss: 0.03103 | val_loss: 0.0310889 | Time: 2296.72 ms [2022-03-09 09:23:53 main:574] : INFO : Epoch 1638 | loss: 0.0310277 | val_loss: 0.0310918 | Time: 2281.18 ms [2022-03-09 09:23:55 main:574] : INFO : Epoch 1639 | loss: 0.0310269 | val_loss: 0.0310903 | Time: 2291.1 ms [2022-03-09 09:23:57 main:574] : INFO : Epoch 1640 | loss: 0.0310277 | val_loss: 0.0310935 | Time: 2241.82 ms [2022-03-09 09:23:59 main:574] : INFO : Epoch 1641 | loss: 0.0310278 | val_loss: 0.0310954 | Time: 2248.59 ms [2022-03-09 09:24:02 main:574] : INFO : Epoch 1642 | loss: 0.0310261 | val_loss: 0.0310925 | Time: 2311.33 ms [2022-03-09 09:24:04 main:574] : INFO : Epoch 1643 | loss: 0.031028 | val_loss: 0.0311009 | Time: 2319.25 ms [2022-03-09 09:24:06 main:574] : INFO : Epoch 1644 | loss: 0.0310263 | val_loss: 0.0310924 | Time: 2276.82 ms [2022-03-09 09:24:09 main:574] : INFO : Epoch 1645 | loss: 0.0310259 | val_loss: 0.0310942 | Time: 2305.16 ms [2022-03-09 09:24:11 main:574] : INFO : Epoch 1646 | loss: 0.0310267 | val_loss: 0.031095 | Time: 2329.91 ms [2022-03-09 09:24:13 main:574] : INFO : Epoch 1647 | loss: 0.0310267 | val_loss: 0.0311162 | Time: 2276.13 ms [2022-03-09 09:24:15 main:574] : INFO : Epoch 1648 | loss: 0.0310386 | val_loss: 0.0311023 | Time: 2231.36 ms [2022-03-09 09:24:18 main:574] : INFO : Epoch 1649 | loss: 0.0310427 | val_loss: 0.0310934 | Time: 2189.37 ms [2022-03-09 09:24:20 main:574] : INFO : Epoch 1650 | loss: 0.0310452 | val_loss: 0.0310962 | Time: 2263.1 ms [2022-03-09 09:24:22 main:574] : INFO : Epoch 1651 | loss: 0.0310542 | val_loss: 0.0310955 | Time: 2314.23 ms [2022-03-09 09:24:24 main:574] : INFO : Epoch 1652 | loss: 0.0310466 | val_loss: 0.0310959 | Time: 2290.56 ms [2022-03-09 09:24:27 main:574] : INFO : Epoch 1653 | loss: 0.0310409 | val_loss: 0.0310863 | Time: 2271.97 ms [2022-03-09 09:24:29 main:574] : INFO : Epoch 1654 | loss: 0.0310375 | val_loss: 0.0310846 | Time: 2308.95 ms [2022-03-09 09:24:31 main:574] : INFO : Epoch 1655 | loss: 0.0310326 | val_loss: 0.0310798 | Time: 2312.47 ms [2022-03-09 09:24:34 main:574] : INFO : Epoch 1656 | loss: 0.0310297 | val_loss: 0.031082 | Time: 2238.26 ms [2022-03-09 09:24:36 main:574] : INFO : Epoch 1657 | loss: 0.0310307 | val_loss: 0.0310854 | Time: 2243.97 ms [2022-03-09 09:24:38 main:574] : INFO : Epoch 1658 | loss: 0.0310348 | val_loss: 0.0311022 | Time: 2262.49 ms [2022-03-09 09:24:40 main:574] : INFO : Epoch 1659 | loss: 0.031037 | val_loss: 0.0310857 | Time: 2262.3 ms [2022-03-09 09:24:43 main:574] : INFO : Epoch 1660 | loss: 0.0310379 | val_loss: 0.0310878 | Time: 2337.09 ms [2022-03-09 09:24:45 main:574] : INFO : Epoch 1661 | loss: 0.0310352 | val_loss: 0.0310958 | Time: 2316 ms [2022-03-09 09:24:47 main:574] : INFO : Epoch 1662 | loss: 0.0310341 | val_loss: 0.0310902 | Time: 2213.12 ms [2022-03-09 09:24:49 main:574] : INFO : Epoch 1663 | loss: 0.031032 | val_loss: 0.031087 | Time: 2186.31 ms [2022-03-09 09:24:52 main:574] : INFO : Epoch 1664 | loss: 0.031033 | val_loss: 0.0310872 | Time: 2316.51 ms [2022-03-09 09:24:54 main:574] : INFO : Epoch 1665 | loss: 0.0310306 | val_loss: 0.0310876 | Time: 2329.85 ms [2022-03-09 09:24:56 main:574] : INFO : Epoch 1666 | loss: 0.0310294 | val_loss: 0.0310898 | Time: 2290.89 ms [2022-03-09 09:24:59 main:574] : INFO : Epoch 1667 | loss: 0.0310324 | val_loss: 0.0310832 | Time: 2180.73 ms [2022-03-09 09:25:01 main:574] : INFO : Epoch 1668 | loss: 0.0310295 | val_loss: 0.0310877 | Time: 2325.92 ms [2022-03-09 09:25:03 main:574] : INFO : Epoch 1669 | loss: 0.0310295 | val_loss: 0.0310859 | Time: 2285.87 ms [2022-03-09 09:25:06 main:574] : INFO : Epoch 1670 | loss: 0.0310268 | val_loss: 0.0310857 | Time: 2309.51 ms [2022-03-09 09:25:08 main:574] : INFO : Epoch 1671 | loss: 0.0310253 | val_loss: 0.0310902 | Time: 2272.35 ms [2022-03-09 09:25:10 main:574] : INFO : Epoch 1672 | loss: 0.0310307 | val_loss: 0.0310907 | Time: 2300.24 ms [2022-03-09 09:25:12 main:574] : INFO : Epoch 1673 | loss: 0.0310285 | val_loss: 0.031084 | Time: 2289.52 ms [2022-03-09 09:25:15 main:574] : INFO : Epoch 1674 | loss: 0.0310279 | val_loss: 0.0310887 | Time: 2261.09 ms [2022-03-09 09:25:17 main:574] : INFO : Epoch 1675 | loss: 0.0310299 | val_loss: 0.0310811 | Time: 2300.69 ms [2022-03-09 09:25:19 main:574] : INFO : Epoch 1676 | loss: 0.0310311 | val_loss: 0.031093 | Time: 2263.71 ms [2022-03-09 09:25:21 main:574] : INFO : Epoch 1677 | loss: 0.0310343 | val_loss: 0.0310976 | Time: 2233.99 ms [2022-03-09 09:25:24 main:574] : INFO : Epoch 1678 | loss: 0.0310392 | val_loss: 0.031093 | Time: 2255.89 ms [2022-03-09 09:25:26 main:574] : INFO : Epoch 1679 | loss: 0.0310319 | val_loss: 0.0310804 | Time: 2260.2 ms [2022-03-09 09:25:28 main:574] : INFO : Epoch 1680 | loss: 0.0310654 | val_loss: 0.0310939 | Time: 2340.01 ms [2022-03-09 09:25:31 main:574] : INFO : Epoch 1681 | loss: 0.0310614 | val_loss: 0.0310951 | Time: 2260.95 ms [2022-03-09 09:25:33 main:574] : INFO : Epoch 1682 | loss: 0.0310489 | val_loss: 0.0310893 | Time: 2374.18 ms [2022-03-09 09:25:35 main:574] : INFO : Epoch 1683 | loss: 0.0310447 | val_loss: 0.0310919 | Time: 2324.01 ms [2022-03-09 09:25:38 main:574] : INFO : Epoch 1684 | loss: 0.0310448 | val_loss: 0.0310885 | Time: 2311.15 ms [2022-03-09 09:25:40 main:574] : INFO : Epoch 1685 | loss: 0.031037 | val_loss: 0.0310938 | Time: 2292.73 ms [2022-03-09 09:25:42 main:574] : INFO : Epoch 1686 | loss: 0.0310335 | val_loss: 0.0310912 | Time: 2324.88 ms [2022-03-09 09:25:45 main:574] : INFO : Epoch 1687 | loss: 0.0310383 | val_loss: 0.0310895 | Time: 2357.12 ms [2022-03-09 09:25:47 main:574] : INFO : Epoch 1688 | loss: 0.0310364 | val_loss: 0.0310862 | Time: 2310.59 ms [2022-03-09 09:25:50 main:574] : INFO : Epoch 1689 | loss: 0.0310313 | val_loss: 0.0310923 | Time: 3054.78 ms [2022-03-09 09:25:53 main:574] : INFO : Epoch 1690 | loss: 0.0310283 | val_loss: 0.0310827 | Time: 2593.13 ms [2022-03-09 09:25:55 main:574] : INFO : Epoch 1691 | loss: 0.0310265 | val_loss: 0.0310899 | Time: 2531.3 ms [2022-03-09 09:25:58 main:574] : INFO : Epoch 1692 | loss: 0.0310241 | val_loss: 0.0310898 | Time: 2458.65 ms [2022-03-09 09:26:00 main:574] : INFO : Epoch 1693 | loss: 0.0310238 | val_loss: 0.0310892 | Time: 2497.37 ms [2022-03-09 09:26:03 main:574] : INFO : Epoch 1694 | loss: 0.0310248 | val_loss: 0.0310902 | Time: 2487.21 ms [2022-03-09 09:26:05 main:574] : INFO : Epoch 1695 | loss: 0.0310212 | val_loss: 0.0310944 | Time: 2452.67 ms [2022-03-09 09:26:07 main:574] : INFO : Epoch 1696 | loss: 0.0310217 | val_loss: 0.0310874 | Time: 2335.73 ms [2022-03-09 09:26:10 main:574] : INFO : Epoch 1697 | loss: 0.031025 | val_loss: 0.0310837 | Time: 2540.04 ms [2022-03-09 09:26:13 main:574] : INFO : Epoch 1698 | loss: 0.031031 | val_loss: 0.0310822 | Time: 2560.62 ms [2022-03-09 09:26:15 main:574] : INFO : Epoch 1699 | loss: 0.0310295 | val_loss: 0.0310807 | Time: 2396.73 ms [2022-03-09 09:26:17 main:574] : INFO : Epoch 1700 | loss: 0.0310252 | val_loss: 0.0310797 | Time: 2442.3 ms [2022-03-09 09:26:20 main:574] : INFO : Epoch 1701 | loss: 0.0310256 | val_loss: 0.0310835 | Time: 2409.56 ms [2022-03-09 09:26:22 main:574] : INFO : Epoch 1702 | loss: 0.0310201 | val_loss: 0.0310795 | Time: 2580.12 ms [2022-03-09 09:26:25 main:574] : INFO : Epoch 1703 | loss: 0.0310199 | val_loss: 0.0310823 | Time: 2533.51 ms [2022-03-09 09:26:27 main:574] : INFO : Epoch 1704 | loss: 0.031019 | val_loss: 0.0310935 | Time: 2493.74 ms [2022-03-09 09:26:30 main:574] : INFO : Epoch 1705 | loss: 0.0310229 | val_loss: 0.0310856 | Time: 2510.19 ms [2022-03-09 09:26:33 main:574] : INFO : Epoch 1706 | loss: 0.0310209 | val_loss: 0.0310824 | Time: 2578.74 ms [2022-03-09 09:26:35 main:574] : INFO : Epoch 1707 | loss: 0.0310195 | val_loss: 0.0310834 | Time: 2500.1 ms [2022-03-09 09:26:38 main:574] : INFO : Epoch 1708 | loss: 0.0310229 | val_loss: 0.0310847 | Time: 2534 ms [2022-03-09 09:26:40 main:574] : INFO : Epoch 1709 | loss: 0.0310206 | val_loss: 0.0310842 | Time: 2450.36 ms [2022-03-09 09:26:43 main:574] : INFO : Epoch 1710 | loss: 0.0310244 | val_loss: 0.0310854 | Time: 2518.58 ms [2022-03-09 09:26:45 main:574] : INFO : Epoch 1711 | loss: 0.0310225 | val_loss: 0.0310814 | Time: 2527.06 ms [2022-03-09 09:26:48 main:574] : INFO : Epoch 1712 | loss: 0.0310321 | val_loss: 0.0310734 | Time: 2585.56 ms [2022-03-09 09:26:50 main:574] : INFO : Epoch 1713 | loss: 0.0310264 | val_loss: 0.0310769 | Time: 2380.42 ms [2022-03-09 09:26:52 main:574] : INFO : Epoch 1714 | loss: 0.0310232 | val_loss: 0.0310898 | Time: 2315.62 ms [2022-03-09 09:26:55 main:574] : INFO : Epoch 1715 | loss: 0.0310222 | val_loss: 0.0310826 | Time: 2280.66 ms [2022-03-09 09:26:57 main:574] : INFO : Epoch 1716 | loss: 0.0310212 | val_loss: 0.0310845 | Time: 2262.01 ms [2022-03-09 09:26:59 main:574] : INFO : Epoch 1717 | loss: 0.0310215 | val_loss: 0.031089 | Time: 2270.88 ms [2022-03-09 09:27:01 main:574] : INFO : Epoch 1718 | loss: 0.0310208 | val_loss: 0.0310858 | Time: 2272.59 ms [2022-03-09 09:27:04 main:574] : INFO : Epoch 1719 | loss: 0.0310234 | val_loss: 0.0310817 | Time: 2258.63 ms [2022-03-09 09:27:06 main:574] : INFO : Epoch 1720 | loss: 0.0310261 | val_loss: 0.0310863 | Time: 2316.77 ms [2022-03-09 09:27:08 main:574] : INFO : Epoch 1721 | loss: 0.0310357 | val_loss: 0.0310973 | Time: 2316.25 ms [2022-03-09 09:27:11 main:574] : INFO : Epoch 1722 | loss: 0.0310371 | val_loss: 0.031093 | Time: 2274.44 ms [2022-03-09 09:27:13 main:574] : INFO : Epoch 1723 | loss: 0.031034 | val_loss: 0.0310811 | Time: 2328.33 ms [2022-03-09 09:27:15 main:574] : INFO : Epoch 1724 | loss: 0.0310275 | val_loss: 0.0310899 | Time: 2310.84 ms [2022-03-09 09:27:18 main:574] : INFO : Epoch 1725 | loss: 0.0310208 | val_loss: 0.0310905 | Time: 2247.17 ms [2022-03-09 09:27:20 main:574] : INFO : Epoch 1726 | loss: 0.0310204 | val_loss: 0.0310787 | Time: 2292.41 ms [2022-03-09 09:27:22 main:574] : INFO : Epoch 1727 | loss: 0.0310176 | val_loss: 0.031086 | Time: 2309.41 ms [2022-03-09 09:27:24 main:574] : INFO : Epoch 1728 | loss: 0.0310191 | val_loss: 0.0310779 | Time: 2334.8 ms [2022-03-09 09:27:27 main:574] : INFO : Epoch 1729 | loss: 0.0310187 | val_loss: 0.0310849 | Time: 2251.87 ms [2022-03-09 09:27:29 main:574] : INFO : Epoch 1730 | loss: 0.0310159 | val_loss: 0.0310916 | Time: 2293.22 ms [2022-03-09 09:27:31 main:574] : INFO : Epoch 1731 | loss: 0.0310154 | val_loss: 0.0310873 | Time: 2272.13 ms [2022-03-09 09:27:34 main:574] : INFO : Epoch 1732 | loss: 0.0310156 | val_loss: 0.0310873 | Time: 2299.13 ms [2022-03-09 09:27:36 main:574] : INFO : Epoch 1733 | loss: 0.031014 | val_loss: 0.0310878 | Time: 2248.64 ms [2022-03-09 09:27:38 main:574] : INFO : Epoch 1734 | loss: 0.0310152 | val_loss: 0.0310897 | Time: 2268.82 ms [2022-03-09 09:27:40 main:574] : INFO : Epoch 1735 | loss: 0.0310218 | val_loss: 0.0310916 | Time: 2285.55 ms [2022-03-09 09:27:43 main:574] : INFO : Epoch 1736 | loss: 0.0310249 | val_loss: 0.0310778 | Time: 2229.37 ms [2022-03-09 09:27:45 main:574] : INFO : Epoch 1737 | loss: 0.0310205 | val_loss: 0.0310861 | Time: 2214.03 ms [2022-03-09 09:27:47 main:574] : INFO : Epoch 1738 | loss: 0.0310198 | val_loss: 0.0310859 | Time: 2258.58 ms [2022-03-09 09:27:49 main:574] : INFO : Epoch 1739 | loss: 0.0310161 | val_loss: 0.0310814 | Time: 2240.68 ms [2022-03-09 09:27:52 main:574] : INFO : Epoch 1740 | loss: 0.0310154 | val_loss: 0.0310888 | Time: 2226.12 ms [2022-03-09 09:27:54 main:574] : INFO : Epoch 1741 | loss: 0.0310154 | val_loss: 0.0310862 | Time: 2295.46 ms [2022-03-09 09:27:56 main:574] : INFO : Epoch 1742 | loss: 0.0310159 | val_loss: 0.0310993 | Time: 2277.36 ms [2022-03-09 09:27:58 main:574] : INFO : Epoch 1743 | loss: 0.0310244 | val_loss: 0.0310831 | Time: 2240.66 ms [2022-03-09 09:28:01 main:574] : INFO : Epoch 1744 | loss: 0.0310224 | val_loss: 0.0310922 | Time: 2293.08 ms [2022-03-09 09:28:03 main:574] : INFO : Epoch 1745 | loss: 0.0310238 | val_loss: 0.0310884 | Time: 2253.04 ms [2022-03-09 09:28:05 main:574] : INFO : Epoch 1746 | loss: 0.0310206 | val_loss: 0.0310883 | Time: 2256.57 ms [2022-03-09 09:28:08 main:574] : INFO : Epoch 1747 | loss: 0.0310199 | val_loss: 0.0310934 | Time: 2235.59 ms [2022-03-09 09:28:10 main:574] : INFO : Epoch 1748 | loss: 0.0310269 | val_loss: 0.031086 | Time: 2348.93 ms [2022-03-09 09:28:12 main:574] : INFO : Epoch 1749 | loss: 0.0310278 | val_loss: 0.031087 | Time: 2251.43 ms [2022-03-09 09:28:14 main:574] : INFO : Epoch 1750 | loss: 0.0310235 | val_loss: 0.0310817 | Time: 2198.93 ms [2022-03-09 09:28:17 main:574] : INFO : Epoch 1751 | loss: 0.0310234 | val_loss: 0.0310833 | Time: 2267.17 ms [2022-03-09 09:28:19 main:574] : INFO : Epoch 1752 | loss: 0.0310198 | val_loss: 0.0310795 | Time: 2287.79 ms [2022-03-09 09:28:21 main:574] : INFO : Epoch 1753 | loss: 0.0310178 | val_loss: 0.0310874 | Time: 2253.75 ms [2022-03-09 09:28:23 main:574] : INFO : Epoch 1754 | loss: 0.03102 | val_loss: 0.0311053 | Time: 2196.16 ms [2022-03-09 09:28:26 main:574] : INFO : Epoch 1755 | loss: 0.0310424 | val_loss: 0.0310865 | Time: 2253.96 ms [2022-03-09 09:28:28 main:574] : INFO : Epoch 1756 | loss: 0.0310352 | val_loss: 0.0310956 | Time: 2297.34 ms [2022-03-09 09:28:30 main:574] : INFO : Epoch 1757 | loss: 0.0310259 | val_loss: 0.0310857 | Time: 2188.14 ms [2022-03-09 09:28:32 main:574] : INFO : Epoch 1758 | loss: 0.0310251 | val_loss: 0.0310887 | Time: 2229.6 ms [2022-03-09 09:28:35 main:574] : INFO : Epoch 1759 | loss: 0.0310264 | val_loss: 0.0310837 | Time: 2262.6 ms [2022-03-09 09:28:37 main:574] : INFO : Epoch 1760 | loss: 0.0310254 | val_loss: 0.031085 | Time: 2212.56 ms [2022-03-09 09:28:39 main:574] : INFO : Epoch 1761 | loss: 0.0310409 | val_loss: 0.0310783 | Time: 2302.26 ms [2022-03-09 09:28:41 main:574] : INFO : Epoch 1762 | loss: 0.0310413 | val_loss: 0.0310763 | Time: 2297.75 ms [2022-03-09 09:28:44 main:574] : INFO : Epoch 1763 | loss: 0.0310366 | val_loss: 0.0310803 | Time: 2267.42 ms [2022-03-09 09:28:46 main:574] : INFO : Epoch 1764 | loss: 0.0310311 | val_loss: 0.0310775 | Time: 2318.55 ms [2022-03-09 09:28:48 main:574] : INFO : Epoch 1765 | loss: 0.0310246 | val_loss: 0.0310858 | Time: 2312 ms [2022-03-09 09:28:51 main:574] : INFO : Epoch 1766 | loss: 0.0310215 | val_loss: 0.0310812 | Time: 2266.32 ms [2022-03-09 09:28:53 main:574] : INFO : Epoch 1767 | loss: 0.0310199 | val_loss: 0.031093 | Time: 2241.77 ms [2022-03-09 09:28:55 main:574] : INFO : Epoch 1768 | loss: 0.0310248 | val_loss: 0.031085 | Time: 2319.67 ms [2022-03-09 09:28:57 main:574] : INFO : Epoch 1769 | loss: 0.0310236 | val_loss: 0.0310871 | Time: 2283.42 ms [2022-03-09 09:29:00 main:574] : INFO : Epoch 1770 | loss: 0.0310217 | val_loss: 0.0310909 | Time: 2238.1 ms [2022-03-09 09:29:02 main:574] : INFO : Epoch 1771 | loss: 0.0310174 | val_loss: 0.0310928 | Time: 2264.39 ms [2022-03-09 09:29:04 main:574] : INFO : Epoch 1772 | loss: 0.031017 | val_loss: 0.0310897 | Time: 2270.81 ms [2022-03-09 09:29:07 main:574] : INFO : Epoch 1773 | loss: 0.0310229 | val_loss: 0.0310819 | Time: 2246.23 ms [2022-03-09 09:29:09 main:574] : INFO : Epoch 1774 | loss: 0.0310214 | val_loss: 0.0310875 | Time: 2351.41 ms [2022-03-09 09:29:11 main:574] : INFO : Epoch 1775 | loss: 0.0310164 | val_loss: 0.0310897 | Time: 2279.25 ms [2022-03-09 09:29:13 main:574] : INFO : Epoch 1776 | loss: 0.0310193 | val_loss: 0.0310981 | Time: 2327.36 ms [2022-03-09 09:29:16 main:574] : INFO : Epoch 1777 | loss: 0.0310184 | val_loss: 0.0310917 | Time: 2275.79 ms [2022-03-09 09:29:18 main:574] : INFO : Epoch 1778 | loss: 0.0310155 | val_loss: 0.0310915 | Time: 2323.33 ms [2022-03-09 09:29:20 main:574] : INFO : Epoch 1779 | loss: 0.031012 | val_loss: 0.0310869 | Time: 2236.57 ms [2022-03-09 09:29:23 main:574] : INFO : Epoch 1780 | loss: 0.0310131 | val_loss: 0.0310972 | Time: 2247.46 ms [2022-03-09 09:29:25 main:574] : INFO : Epoch 1781 | loss: 0.0310244 | val_loss: 0.0310959 | Time: 2278.31 ms [2022-03-09 09:29:27 main:574] : INFO : Epoch 1782 | loss: 0.0310188 | val_loss: 0.0310897 | Time: 2286.52 ms [2022-03-09 09:29:29 main:574] : INFO : Epoch 1783 | loss: 0.031023 | val_loss: 0.0310813 | Time: 2298.49 ms [2022-03-09 09:29:32 main:574] : INFO : Epoch 1784 | loss: 0.0310235 | val_loss: 0.0310908 | Time: 2265.88 ms [2022-03-09 09:29:34 main:574] : INFO : Epoch 1785 | loss: 0.0310189 | val_loss: 0.0310813 | Time: 2241.62 ms [2022-03-09 09:29:36 main:574] : INFO : Epoch 1786 | loss: 0.0310185 | val_loss: 0.0310791 | Time: 2277.7 ms [2022-03-09 09:29:39 main:574] : INFO : Epoch 1787 | loss: 0.031025 | val_loss: 0.031089 | Time: 2316.8 ms [2022-03-09 09:29:41 main:574] : INFO : Epoch 1788 | loss: 0.0310247 | val_loss: 0.0310878 | Time: 2233.16 ms [2022-03-09 09:29:43 main:574] : INFO : Epoch 1789 | loss: 0.0310276 | val_loss: 0.0310892 | Time: 2268.27 ms [2022-03-09 09:29:45 main:574] : INFO : Epoch 1790 | loss: 0.0310243 | val_loss: 0.0310828 | Time: 2251.98 ms [2022-03-09 09:29:48 main:574] : INFO : Epoch 1791 | loss: 0.0310214 | val_loss: 0.031089 | Time: 2248.4 ms [2022-03-09 09:29:50 main:574] : INFO : Epoch 1792 | loss: 0.0310208 | val_loss: 0.0310966 | Time: 2289.54 ms [2022-03-09 09:29:52 main:574] : INFO : Epoch 1793 | loss: 0.0310338 | val_loss: 0.0310866 | Time: 2250.02 ms [2022-03-09 09:29:54 main:574] : INFO : Epoch 1794 | loss: 0.0310406 | val_loss: 0.0310951 | Time: 2283.31 ms [2022-03-09 09:29:57 main:574] : INFO : Epoch 1795 | loss: 0.0310358 | val_loss: 0.0310861 | Time: 2339.85 ms [2022-03-09 09:29:59 main:574] : INFO : Epoch 1796 | loss: 0.0310298 | val_loss: 0.0310857 | Time: 2304.69 ms [2022-03-09 09:30:01 main:574] : INFO : Epoch 1797 | loss: 0.031026 | val_loss: 0.031097 | Time: 2316.46 ms [2022-03-09 09:30:04 main:574] : INFO : Epoch 1798 | loss: 0.0310261 | val_loss: 0.0310791 | Time: 2309.21 ms [2022-03-09 09:30:06 main:574] : INFO : Epoch 1799 | loss: 0.0310256 | val_loss: 0.0310919 | Time: 2284.03 ms [2022-03-09 09:30:08 main:574] : INFO : Epoch 1800 | loss: 0.0310309 | val_loss: 0.0310848 | Time: 2245.17 ms [2022-03-09 09:30:11 main:574] : INFO : Epoch 1801 | loss: 0.0310303 | val_loss: 0.0311014 | Time: 2285.21 ms [2022-03-09 09:30:13 main:574] : INFO : Epoch 1802 | loss: 0.0310303 | val_loss: 0.0310881 | Time: 2244.88 ms [2022-03-09 09:30:15 main:574] : INFO : Epoch 1803 | loss: 0.0310254 | val_loss: 0.0310901 | Time: 2281.36 ms [2022-03-09 09:30:17 main:574] : INFO : Epoch 1804 | loss: 0.0310254 | val_loss: 0.0310873 | Time: 2248.38 ms [2022-03-09 09:30:20 main:574] : INFO : Epoch 1805 | loss: 0.0310258 | val_loss: 0.0310848 | Time: 2315.76 ms [2022-03-09 09:30:22 main:574] : INFO : Epoch 1806 | loss: 0.0310276 | val_loss: 0.0310918 | Time: 2304.97 ms [2022-03-09 09:30:24 main:574] : INFO : Epoch 1807 | loss: 0.0310277 | val_loss: 0.0310953 | Time: 2253.4 ms [2022-03-09 09:30:27 main:574] : INFO : Epoch 1808 | loss: 0.0310268 | val_loss: 0.0310854 | Time: 2294.62 ms [2022-03-09 09:30:29 main:574] : INFO : Epoch 1809 | loss: 0.0310253 | val_loss: 0.0310945 | Time: 2280.24 ms [2022-03-09 09:30:31 main:574] : INFO : Epoch 1810 | loss: 0.0310247 | val_loss: 0.0310922 | Time: 2398.04 ms [2022-03-09 09:30:34 main:574] : INFO : Epoch 1811 | loss: 0.0310221 | val_loss: 0.0310948 | Time: 2299.53 ms [2022-03-09 09:30:36 main:574] : INFO : Epoch 1812 | loss: 0.0310197 | val_loss: 0.0310952 | Time: 2373.61 ms [2022-03-09 09:30:38 main:574] : INFO : Epoch 1813 | loss: 0.0310221 | val_loss: 0.0310984 | Time: 2278.62 ms [2022-03-09 09:30:41 main:574] : INFO : Epoch 1814 | loss: 0.0310366 | val_loss: 0.0310836 | Time: 2368.35 ms [2022-03-09 09:30:43 main:574] : INFO : Epoch 1815 | loss: 0.0310346 | val_loss: 0.0310933 | Time: 2215.5 ms [2022-03-09 09:30:45 main:574] : INFO : Epoch 1816 | loss: 0.0310239 | val_loss: 0.0310877 | Time: 2214.34 ms [2022-03-09 09:30:48 main:574] : INFO : Epoch 1817 | loss: 0.0310242 | val_loss: 0.0310942 | Time: 2592.35 ms [2022-03-09 09:30:51 main:574] : INFO : Epoch 1818 | loss: 0.0310208 | val_loss: 0.0310944 | Time: 3025.03 ms [2022-03-09 09:30:53 main:574] : INFO : Epoch 1819 | loss: 0.031019 | val_loss: 0.0310897 | Time: 2510.03 ms [2022-03-09 09:30:56 main:574] : INFO : Epoch 1820 | loss: 0.0310172 | val_loss: 0.0311028 | Time: 2491.16 ms [2022-03-09 09:30:58 main:574] : INFO : Epoch 1821 | loss: 0.0310154 | val_loss: 0.0310994 | Time: 2495.74 ms [2022-03-09 09:31:01 main:574] : INFO : Epoch 1822 | loss: 0.0310225 | val_loss: 0.031093 | Time: 2544.14 ms [2022-03-09 09:31:03 main:574] : INFO : Epoch 1823 | loss: 0.0310235 | val_loss: 0.0310899 | Time: 2526.48 ms [2022-03-09 09:31:06 main:574] : INFO : Epoch 1824 | loss: 0.0310216 | val_loss: 0.0310993 | Time: 2484.13 ms [2022-03-09 09:31:08 main:574] : INFO : Epoch 1825 | loss: 0.0310195 | val_loss: 0.031094 | Time: 2477.48 ms [2022-03-09 09:31:11 main:574] : INFO : Epoch 1826 | loss: 0.0310196 | val_loss: 0.0310958 | Time: 2497.84 ms [2022-03-09 09:31:13 main:574] : INFO : Epoch 1827 | loss: 0.0310166 | val_loss: 0.0310944 | Time: 2424.83 ms [2022-03-09 09:31:16 main:574] : INFO : Epoch 1828 | loss: 0.0310182 | val_loss: 0.0310907 | Time: 2457.28 ms [2022-03-09 09:31:18 main:574] : INFO : Epoch 1829 | loss: 0.0310153 | val_loss: 0.0310851 | Time: 2504 ms [2022-03-09 09:31:21 main:574] : INFO : Epoch 1830 | loss: 0.0310273 | val_loss: 0.0310955 | Time: 2549.29 ms [2022-03-09 09:31:23 main:574] : INFO : Epoch 1831 | loss: 0.0310289 | val_loss: 0.031085 | Time: 2477.99 ms [2022-03-09 09:31:26 main:574] : INFO : Epoch 1832 | loss: 0.0310223 | val_loss: 0.0310858 | Time: 2436.72 ms [2022-03-09 09:31:28 main:574] : INFO : Epoch 1833 | loss: 0.0310173 | val_loss: 0.0310824 | Time: 2506.15 ms [2022-03-09 09:31:31 main:574] : INFO : Epoch 1834 | loss: 0.0310153 | val_loss: 0.031095 | Time: 2476.99 ms [2022-03-09 09:31:33 main:574] : INFO : Epoch 1835 | loss: 0.0310199 | val_loss: 0.0310976 | Time: 2515.97 ms [2022-03-09 09:31:35 main:574] : INFO : Epoch 1836 | loss: 0.0310181 | val_loss: 0.0310913 | Time: 2371.83 ms [2022-03-09 09:31:38 main:574] : INFO : Epoch 1837 | loss: 0.0310228 | val_loss: 0.0310874 | Time: 2511.21 ms [2022-03-09 09:31:40 main:574] : INFO : Epoch 1838 | loss: 0.0310166 | val_loss: 0.0310932 | Time: 2522.92 ms [2022-03-09 09:31:43 main:574] : INFO : Epoch 1839 | loss: 0.0310153 | val_loss: 0.0310904 | Time: 2518.57 ms [2022-03-09 09:31:46 main:574] : INFO : Epoch 1840 | loss: 0.0310137 | val_loss: 0.0310909 | Time: 2515.09 ms [2022-03-09 09:31:48 main:574] : INFO : Epoch 1841 | loss: 0.0310133 | val_loss: 0.0310922 | Time: 2448.28 ms [2022-03-09 09:31:50 main:574] : INFO : Epoch 1842 | loss: 0.0310161 | val_loss: 0.031089 | Time: 2382.97 ms [2022-03-09 09:31:53 main:574] : INFO : Epoch 1843 | loss: 0.0310222 | val_loss: 0.0310771 | Time: 2280.13 ms [2022-03-09 09:31:55 main:574] : INFO : Epoch 1844 | loss: 0.0310187 | val_loss: 0.0310832 | Time: 2336.17 ms [2022-03-09 09:31:57 main:574] : INFO : Epoch 1845 | loss: 0.0310147 | val_loss: 0.0311005 | Time: 2253.12 ms [2022-03-09 09:32:00 main:574] : INFO : Epoch 1846 | loss: 0.0310154 | val_loss: 0.0310945 | Time: 2231.34 ms [2022-03-09 09:32:02 main:574] : INFO : Epoch 1847 | loss: 0.031013 | val_loss: 0.0310997 | Time: 2243.48 ms [2022-03-09 09:32:04 main:574] : INFO : Epoch 1848 | loss: 0.0310146 | val_loss: 0.0310928 | Time: 2285.23 ms [2022-03-09 09:32:06 main:574] : INFO : Epoch 1849 | loss: 0.0310102 | val_loss: 0.0310997 | Time: 2337.06 ms [2022-03-09 09:32:09 main:574] : INFO : Epoch 1850 | loss: 0.0310106 | val_loss: 0.0311008 | Time: 2268.93 ms [2022-03-09 09:32:11 main:574] : INFO : Epoch 1851 | loss: 0.0310082 | val_loss: 0.0310928 | Time: 2258.71 ms [2022-03-09 09:32:13 main:574] : INFO : Epoch 1852 | loss: 0.0310101 | val_loss: 0.0310897 | Time: 2290.94 ms [2022-03-09 09:32:16 main:574] : INFO : Epoch 1853 | loss: 0.0310117 | val_loss: 0.0311011 | Time: 2293.16 ms [2022-03-09 09:32:18 main:574] : INFO : Epoch 1854 | loss: 0.0310111 | val_loss: 0.0311012 | Time: 2250.19 ms [2022-03-09 09:32:20 main:574] : INFO : Epoch 1855 | loss: 0.0310169 | val_loss: 0.0310878 | Time: 2384.27 ms [2022-03-09 09:32:22 main:574] : INFO : Epoch 1856 | loss: 0.0310133 | val_loss: 0.0310998 | Time: 2260.79 ms [2022-03-09 09:32:25 main:574] : INFO : Epoch 1857 | loss: 0.0310198 | val_loss: 0.0310988 | Time: 2299.63 ms [2022-03-09 09:32:27 main:574] : INFO : Epoch 1858 | loss: 0.031067 | val_loss: 0.0341647 | Time: 2300.05 ms [2022-03-09 09:32:29 main:574] : INFO : Epoch 1859 | loss: 0.0373167 | val_loss: 0.0330714 | Time: 2242.96 ms [2022-03-09 09:32:32 main:574] : INFO : Epoch 1860 | loss: 0.0319634 | val_loss: 0.0315311 | Time: 2251.3 ms [2022-03-09 09:32:34 main:574] : INFO : Epoch 1861 | loss: 0.0312944 | val_loss: 0.0311847 | Time: 2317.17 ms [2022-03-09 09:32:36 main:574] : INFO : Epoch 1862 | loss: 0.0311405 | val_loss: 0.031145 | Time: 2235.92 ms [2022-03-09 09:32:38 main:574] : INFO : Epoch 1863 | loss: 0.0311074 | val_loss: 0.031132 | Time: 2297.54 ms [2022-03-09 09:32:41 main:574] : INFO : Epoch 1864 | loss: 0.0310908 | val_loss: 0.0311186 | Time: 2339.36 ms [2022-03-09 09:32:43 main:574] : INFO : Epoch 1865 | loss: 0.0310771 | val_loss: 0.0311099 | Time: 2267.9 ms [2022-03-09 09:32:45 main:574] : INFO : Epoch 1866 | loss: 0.031069 | val_loss: 0.0311069 | Time: 2332.29 ms [2022-03-09 09:32:48 main:574] : INFO : Epoch 1867 | loss: 0.0310637 | val_loss: 0.031108 | Time: 2209.48 ms [2022-03-09 09:32:50 main:574] : INFO : Epoch 1868 | loss: 0.0310607 | val_loss: 0.0311006 | Time: 2388.18 ms [2022-03-09 09:32:52 main:574] : INFO : Epoch 1869 | loss: 0.0310594 | val_loss: 0.0311024 | Time: 2273.25 ms [2022-03-09 09:32:55 main:574] : INFO : Epoch 1870 | loss: 0.0310576 | val_loss: 0.0311052 | Time: 2299.53 ms [2022-03-09 09:32:57 main:574] : INFO : Epoch 1871 | loss: 0.0310567 | val_loss: 0.0311104 | Time: 2191.71 ms [2022-03-09 09:32:59 main:574] : INFO : Epoch 1872 | loss: 0.0310569 | val_loss: 0.0310992 | Time: 2246.73 ms [2022-03-09 09:33:01 main:574] : INFO : Epoch 1873 | loss: 0.0310548 | val_loss: 0.0311088 | Time: 2235.12 ms [2022-03-09 09:33:03 main:574] : INFO : Epoch 1874 | loss: 0.0310538 | val_loss: 0.0311034 | Time: 2252.67 ms [2022-03-09 09:33:06 main:574] : INFO : Epoch 1875 | loss: 0.0310536 | val_loss: 0.0311006 | Time: 2232.15 ms [2022-03-09 09:33:08 main:574] : INFO : Epoch 1876 | loss: 0.0310511 | val_loss: 0.0311023 | Time: 2220.16 ms [2022-03-09 09:33:10 main:574] : INFO : Epoch 1877 | loss: 0.0310517 | val_loss: 0.0311051 | Time: 2310.67 ms [2022-03-09 09:33:13 main:574] : INFO : Epoch 1878 | loss: 0.0310508 | val_loss: 0.0311011 | Time: 2262.56 ms [2022-03-09 09:33:15 main:574] : INFO : Epoch 1879 | loss: 0.0310503 | val_loss: 0.0311039 | Time: 2309.33 ms [2022-03-09 09:33:17 main:574] : INFO : Epoch 1880 | loss: 0.031048 | val_loss: 0.0311083 | Time: 2277.09 ms [2022-03-09 09:33:19 main:574] : INFO : Epoch 1881 | loss: 0.0310466 | val_loss: 0.0311079 | Time: 2340.4 ms [2022-03-09 09:33:22 main:574] : INFO : Epoch 1882 | loss: 0.0310475 | val_loss: 0.0311063 | Time: 2226.18 ms [2022-03-09 09:33:24 main:574] : INFO : Epoch 1883 | loss: 0.0310481 | val_loss: 0.0311076 | Time: 2332.89 ms [2022-03-09 09:33:26 main:574] : INFO : Epoch 1884 | loss: 0.0310454 | val_loss: 0.0311096 | Time: 2249.81 ms [2022-03-09 09:33:29 main:574] : INFO : Epoch 1885 | loss: 0.0310429 | val_loss: 0.0311076 | Time: 2277.67 ms [2022-03-09 09:33:31 main:574] : INFO : Epoch 1886 | loss: 0.0310421 | val_loss: 0.0311101 | Time: 2244.57 ms [2022-03-09 09:33:33 main:574] : INFO : Epoch 1887 | loss: 0.0310402 | val_loss: 0.0311028 | Time: 2243.25 ms [2022-03-09 09:33:35 main:574] : INFO : Epoch 1888 | loss: 0.0310381 | val_loss: 0.0310999 | Time: 2308.22 ms [2022-03-09 09:33:38 main:574] : INFO : Epoch 1889 | loss: 0.0310335 | val_loss: 0.0311018 | Time: 2323.92 ms [2022-03-09 09:33:40 main:574] : INFO : Epoch 1890 | loss: 0.0310306 | val_loss: 0.0310963 | Time: 2265.62 ms [2022-03-09 09:33:42 main:574] : INFO : Epoch 1891 | loss: 0.031029 | val_loss: 0.031091 | Time: 2282.67 ms [2022-03-09 09:33:45 main:574] : INFO : Epoch 1892 | loss: 0.0310277 | val_loss: 0.03109 | Time: 2271.36 ms [2022-03-09 09:33:47 main:574] : INFO : Epoch 1893 | loss: 0.031029 | val_loss: 0.0311013 | Time: 2223.8 ms [2022-03-09 09:33:49 main:574] : INFO : Epoch 1894 | loss: 0.0310245 | val_loss: 0.0311015 | Time: 2351.31 ms [2022-03-09 09:33:51 main:574] : INFO : Epoch 1895 | loss: 0.0310343 | val_loss: 0.0311038 | Time: 2264.59 ms [2022-03-09 09:33:54 main:574] : INFO : Epoch 1896 | loss: 0.0310509 | val_loss: 0.0310858 | Time: 2196.91 ms [2022-03-09 09:33:56 main:574] : INFO : Epoch 1897 | loss: 0.0310387 | val_loss: 0.031096 | Time: 2304.85 ms [2022-03-09 09:33:58 main:574] : INFO : Epoch 1898 | loss: 0.0310338 | val_loss: 0.0310914 | Time: 2259.49 ms [2022-03-09 09:34:00 main:574] : INFO : Epoch 1899 | loss: 0.0310328 | val_loss: 0.0310928 | Time: 2269.26 ms [2022-03-09 09:34:03 main:574] : INFO : Epoch 1900 | loss: 0.0310332 | val_loss: 0.0310939 | Time: 2328.56 ms [2022-03-09 09:34:05 main:574] : INFO : Epoch 1901 | loss: 0.031031 | val_loss: 0.0310962 | Time: 2269.87 ms [2022-03-09 09:34:07 main:574] : INFO : Epoch 1902 | loss: 0.0310274 | val_loss: 0.0310956 | Time: 2267.28 ms [2022-03-09 09:34:10 main:574] : INFO : Epoch 1903 | loss: 0.0310258 | val_loss: 0.0310924 | Time: 2296.67 ms [2022-03-09 09:34:12 main:574] : INFO : Epoch 1904 | loss: 0.031024 | val_loss: 0.0310902 | Time: 2295.02 ms [2022-03-09 09:34:14 main:574] : INFO : Epoch 1905 | loss: 0.0310234 | val_loss: 0.0310951 | Time: 2316.07 ms [2022-03-09 09:34:17 main:574] : INFO : Epoch 1906 | loss: 0.0310242 | val_loss: 0.0310985 | Time: 2267.41 ms [2022-03-09 09:34:19 main:574] : INFO : Epoch 1907 | loss: 0.0310239 | val_loss: 0.0310912 | Time: 2240.12 ms [2022-03-09 09:34:21 main:574] : INFO : Epoch 1908 | loss: 0.0310247 | val_loss: 0.0310928 | Time: 2335.31 ms [2022-03-09 09:34:23 main:574] : INFO : Epoch 1909 | loss: 0.0310224 | val_loss: 0.0310939 | Time: 2284.03 ms [2022-03-09 09:34:26 main:574] : INFO : Epoch 1910 | loss: 0.0310217 | val_loss: 0.0310916 | Time: 2247.42 ms [2022-03-09 09:34:28 main:574] : INFO : Epoch 1911 | loss: 0.0310227 | val_loss: 0.0310851 | Time: 2242.06 ms [2022-03-09 09:34:30 main:574] : INFO : Epoch 1912 | loss: 0.0310234 | val_loss: 0.031092 | Time: 2331.9 ms [2022-03-09 09:34:32 main:574] : INFO : Epoch 1913 | loss: 0.0310182 | val_loss: 0.0311 | Time: 2189.87 ms [2022-03-09 09:34:35 main:574] : INFO : Epoch 1914 | loss: 0.0310198 | val_loss: 0.0311003 | Time: 2253.46 ms [2022-03-09 09:34:37 main:574] : INFO : Epoch 1915 | loss: 0.0310183 | val_loss: 0.0311037 | Time: 2246.35 ms [2022-03-09 09:34:39 main:574] : INFO : Epoch 1916 | loss: 0.0310178 | val_loss: 0.0310961 | Time: 2220.95 ms [2022-03-09 09:34:41 main:574] : INFO : Epoch 1917 | loss: 0.031017 | val_loss: 0.0310949 | Time: 2229.43 ms [2022-03-09 09:34:44 main:574] : INFO : Epoch 1918 | loss: 0.0310174 | val_loss: 0.0310844 | Time: 2352.64 ms [2022-03-09 09:34:46 main:574] : INFO : Epoch 1919 | loss: 0.0310154 | val_loss: 0.0311015 | Time: 2263.45 ms [2022-03-09 09:34:48 main:574] : INFO : Epoch 1920 | loss: 0.0310134 | val_loss: 0.0310962 | Time: 2263.64 ms [2022-03-09 09:34:51 main:574] : INFO : Epoch 1921 | loss: 0.0310187 | val_loss: 0.0310974 | Time: 2269.8 ms [2022-03-09 09:34:53 main:574] : INFO : Epoch 1922 | loss: 0.0310178 | val_loss: 0.0311 | Time: 2302.4 ms [2022-03-09 09:34:55 main:574] : INFO : Epoch 1923 | loss: 0.0310203 | val_loss: 0.0310988 | Time: 2240.19 ms [2022-03-09 09:34:57 main:574] : INFO : Epoch 1924 | loss: 0.0310344 | val_loss: 0.0311756 | Time: 2256.43 ms [2022-03-09 09:35:00 main:574] : INFO : Epoch 1925 | loss: 0.0311417 | val_loss: 0.0311386 | Time: 2296.41 ms [2022-03-09 09:35:02 main:574] : INFO : Epoch 1926 | loss: 0.0311155 | val_loss: 0.0311149 | Time: 2249.94 ms [2022-03-09 09:35:04 main:574] : INFO : Epoch 1927 | loss: 0.0310989 | val_loss: 0.031115 | Time: 2272.33 ms [2022-03-09 09:35:07 main:574] : INFO : Epoch 1928 | loss: 0.0310924 | val_loss: 0.0311105 | Time: 2279.11 ms [2022-03-09 09:35:09 main:574] : INFO : Epoch 1929 | loss: 0.0310907 | val_loss: 0.0311093 | Time: 2210.79 ms [2022-03-09 09:35:11 main:574] : INFO : Epoch 1930 | loss: 0.0310824 | val_loss: 0.0310972 | Time: 2258.15 ms [2022-03-09 09:35:13 main:574] : INFO : Epoch 1931 | loss: 0.0310721 | val_loss: 0.0310937 | Time: 2261.88 ms [2022-03-09 09:35:16 main:574] : INFO : Epoch 1932 | loss: 0.0310635 | val_loss: 0.0310866 | Time: 2273.12 ms [2022-03-09 09:35:18 main:574] : INFO : Epoch 1933 | loss: 0.031057 | val_loss: 0.0310863 | Time: 2332.29 ms [2022-03-09 09:35:20 main:574] : INFO : Epoch 1934 | loss: 0.031057 | val_loss: 0.0310866 | Time: 2294.31 ms [2022-03-09 09:35:22 main:574] : INFO : Epoch 1935 | loss: 0.0310515 | val_loss: 0.0310837 | Time: 2245.12 ms [2022-03-09 09:35:25 main:574] : INFO : Epoch 1936 | loss: 0.0310506 | val_loss: 0.03108 | Time: 2324.15 ms [2022-03-09 09:35:27 main:574] : INFO : Epoch 1937 | loss: 0.0310458 | val_loss: 0.0310778 | Time: 2244.2 ms [2022-03-09 09:35:29 main:574] : INFO : Epoch 1938 | loss: 0.0310427 | val_loss: 0.031084 | Time: 2237.84 ms [2022-03-09 09:35:32 main:574] : INFO : Epoch 1939 | loss: 0.0310405 | val_loss: 0.031079 | Time: 2374.07 ms [2022-03-09 09:35:34 main:574] : INFO : Epoch 1940 | loss: 0.0310393 | val_loss: 0.0310824 | Time: 2324.29 ms [2022-03-09 09:35:36 main:574] : INFO : Epoch 1941 | loss: 0.0310363 | val_loss: 0.0310838 | Time: 2324.81 ms [2022-03-09 09:35:39 main:574] : INFO : Epoch 1942 | loss: 0.0310357 | val_loss: 0.0310845 | Time: 2279.9 ms [2022-03-09 09:35:41 main:574] : INFO : Epoch 1943 | loss: 0.0310346 | val_loss: 0.0310808 | Time: 2368.03 ms [2022-03-09 09:35:43 main:574] : INFO : Epoch 1944 | loss: 0.0310334 | val_loss: 0.0310858 | Time: 2182.13 ms [2022-03-09 09:35:45 main:574] : INFO : Epoch 1945 | loss: 0.0310352 | val_loss: 0.0310855 | Time: 2312.56 ms [2022-03-09 09:35:48 main:574] : INFO : Epoch 1946 | loss: 0.0310362 | val_loss: 0.0310844 | Time: 2465.19 ms [2022-03-09 09:35:51 main:574] : INFO : Epoch 1947 | loss: 0.0310336 | val_loss: 0.0310874 | Time: 2716.67 ms [2022-03-09 09:35:53 main:574] : INFO : Epoch 1948 | loss: 0.0310335 | val_loss: 0.0310844 | Time: 2388.23 ms [2022-03-09 09:35:55 main:574] : INFO : Epoch 1949 | loss: 0.0310406 | val_loss: 0.0310887 | Time: 2381.21 ms [2022-03-09 09:35:58 main:574] : INFO : Epoch 1950 | loss: 0.0310424 | val_loss: 0.0310847 | Time: 2319.47 ms [2022-03-09 09:36:00 main:574] : INFO : Epoch 1951 | loss: 0.0310341 | val_loss: 0.0310846 | Time: 2323.07 ms [2022-03-09 09:36:02 main:574] : INFO : Epoch 1952 | loss: 0.0310391 | val_loss: 0.0310847 | Time: 2327.66 ms [2022-03-09 09:36:05 main:574] : INFO : Epoch 1953 | loss: 0.0310345 | val_loss: 0.0310858 | Time: 2348.23 ms [2022-03-09 09:36:07 main:574] : INFO : Epoch 1954 | loss: 0.0310342 | val_loss: 0.031091 | Time: 2421.62 ms [2022-03-09 09:36:09 main:574] : INFO : Epoch 1955 | loss: 0.0310305 | val_loss: 0.0310849 | Time: 2280.24 ms [2022-03-09 09:36:12 main:574] : INFO : Epoch 1956 | loss: 0.03103 | val_loss: 0.0310835 | Time: 2328.83 ms [2022-03-09 09:36:14 main:574] : INFO : Epoch 1957 | loss: 0.0310323 | val_loss: 0.0310803 | Time: 2276.6 ms [2022-03-09 09:36:17 main:574] : INFO : Epoch 1958 | loss: 0.0310256 | val_loss: 0.0310922 | Time: 2413.67 ms [2022-03-09 09:36:19 main:574] : INFO : Epoch 1959 | loss: 0.031028 | val_loss: 0.0310863 | Time: 2337.73 ms [2022-03-09 09:36:21 main:574] : INFO : Epoch 1960 | loss: 0.031031 | val_loss: 0.0310888 | Time: 2421.83 ms [2022-03-09 09:36:24 main:574] : INFO : Epoch 1961 | loss: 0.0310283 | val_loss: 0.0310822 | Time: 2265.68 ms [2022-03-09 09:36:26 main:574] : INFO : Epoch 1962 | loss: 0.0310263 | val_loss: 0.0310842 | Time: 2360.26 ms [2022-03-09 09:36:28 main:574] : INFO : Epoch 1963 | loss: 0.0310275 | val_loss: 0.0310867 | Time: 2366.78 ms [2022-03-09 09:36:31 main:574] : INFO : Epoch 1964 | loss: 0.031024 | val_loss: 0.0310886 | Time: 2375.29 ms [2022-03-09 09:36:33 main:574] : INFO : Epoch 1965 | loss: 0.0310351 | val_loss: 0.031083 | Time: 2305.63 ms [2022-03-09 09:36:35 main:574] : INFO : Epoch 1966 | loss: 0.0310416 | val_loss: 0.0310858 | Time: 2334.21 ms [2022-03-09 09:36:38 main:574] : INFO : Epoch 1967 | loss: 0.0310341 | val_loss: 0.0310867 | Time: 2337.41 ms [2022-03-09 09:36:40 main:574] : INFO : Epoch 1968 | loss: 0.0310311 | val_loss: 0.0310843 | Time: 2251.42 ms [2022-03-09 09:36:42 main:574] : INFO : Epoch 1969 | loss: 0.0310311 | val_loss: 0.0310838 | Time: 2403.1 ms [2022-03-09 09:36:45 main:574] : INFO : Epoch 1970 | loss: 0.0310346 | val_loss: 0.0310911 | Time: 2312.48 ms [2022-03-09 09:36:47 main:574] : INFO : Epoch 1971 | loss: 0.0310328 | val_loss: 0.0310908 | Time: 2681.11 ms [2022-03-09 09:36:50 main:574] : INFO : Epoch 1972 | loss: 0.0310344 | val_loss: 0.0310807 | Time: 2351.97 ms [2022-03-09 09:36:52 main:574] : INFO : Epoch 1973 | loss: 0.0310323 | val_loss: 0.031085 | Time: 2346.42 ms [2022-03-09 09:36:54 main:574] : INFO : Epoch 1974 | loss: 0.0310282 | val_loss: 0.0310817 | Time: 2294.99 ms [2022-03-09 09:36:57 main:574] : INFO : Epoch 1975 | loss: 0.0310258 | val_loss: 0.0310794 | Time: 2226.12 ms [2022-03-09 09:36:59 main:574] : INFO : Epoch 1976 | loss: 0.0310281 | val_loss: 0.0310911 | Time: 2292.08 ms [2022-03-09 09:37:01 main:574] : INFO : Epoch 1977 | loss: 0.0310269 | val_loss: 0.0310835 | Time: 2250.34 ms [2022-03-09 09:37:03 main:574] : INFO : Epoch 1978 | loss: 0.0310238 | val_loss: 0.0310917 | Time: 2294.99 ms [2022-03-09 09:37:06 main:574] : INFO : Epoch 1979 | loss: 0.0310272 | val_loss: 0.0310862 | Time: 2223.98 ms [2022-03-09 09:37:08 main:574] : INFO : Epoch 1980 | loss: 0.0310327 | val_loss: 0.0310806 | Time: 2199.81 ms [2022-03-09 09:37:10 main:574] : INFO : Epoch 1981 | loss: 0.0310261 | val_loss: 0.031078 | Time: 2300.04 ms [2022-03-09 09:37:12 main:574] : INFO : Epoch 1982 | loss: 0.0310227 | val_loss: 0.03109 | Time: 2229.02 ms [2022-03-09 09:37:15 main:574] : INFO : Epoch 1983 | loss: 0.0310594 | val_loss: 0.0311277 | Time: 2275.76 ms [2022-03-09 09:37:17 main:574] : INFO : Epoch 1984 | loss: 0.0311065 | val_loss: 0.0311022 | Time: 2265.88 ms [2022-03-09 09:37:19 main:574] : INFO : Epoch 1985 | loss: 0.0310866 | val_loss: 0.031094 | Time: 2300.16 ms [2022-03-09 09:37:22 main:574] : INFO : Epoch 1986 | loss: 0.0310716 | val_loss: 0.0310982 | Time: 2288.92 ms [2022-03-09 09:37:24 main:574] : INFO : Epoch 1987 | loss: 0.0310665 | val_loss: 0.0310989 | Time: 2272.78 ms [2022-03-09 09:37:26 main:574] : INFO : Epoch 1988 | loss: 0.0310565 | val_loss: 0.0310896 | Time: 2173.87 ms [2022-03-09 09:37:28 main:574] : INFO : Epoch 1989 | loss: 0.0310447 | val_loss: 0.031083 | Time: 2238.95 ms [2022-03-09 09:37:31 main:574] : INFO : Epoch 1990 | loss: 0.0310406 | val_loss: 0.0310765 | Time: 2255.89 ms [2022-03-09 09:37:33 main:574] : INFO : Epoch 1991 | loss: 0.0310388 | val_loss: 0.0310776 | Time: 2266.76 ms [2022-03-09 09:37:35 main:574] : INFO : Epoch 1992 | loss: 0.0310371 | val_loss: 0.0310734 | Time: 2263.99 ms [2022-03-09 09:37:37 main:574] : INFO : Epoch 1993 | loss: 0.0310379 | val_loss: 0.0310889 | Time: 2310.18 ms [2022-03-09 09:37:40 main:574] : INFO : Epoch 1994 | loss: 0.031034 | val_loss: 0.0310791 | Time: 2239.06 ms [2022-03-09 09:37:42 main:574] : INFO : Epoch 1995 | loss: 0.0310339 | val_loss: 0.031077 | Time: 2230.46 ms [2022-03-09 09:37:44 main:574] : INFO : Epoch 1996 | loss: 0.0310324 | val_loss: 0.0310841 | Time: 2300.06 ms [2022-03-09 09:37:46 main:574] : INFO : Epoch 1997 | loss: 0.0310308 | val_loss: 0.0310748 | Time: 2292.59 ms [2022-03-09 09:37:49 main:574] : INFO : Epoch 1998 | loss: 0.0310303 | val_loss: 0.0310807 | Time: 2349.36 ms [2022-03-09 09:37:51 main:574] : INFO : Epoch 1999 | loss: 0.0310276 | val_loss: 0.0310873 | Time: 2275.11 ms [2022-03-09 09:37:53 main:574] : INFO : Epoch 2000 | loss: 0.031034 | val_loss: 0.0310754 | Time: 2223.74 ms [2022-03-09 09:37:56 main:574] : INFO : Epoch 2001 | loss: 0.0310273 | val_loss: 0.031085 | Time: 2338.24 ms [2022-03-09 09:37:58 main:574] : INFO : Epoch 2002 | loss: 0.0310275 | val_loss: 0.0310858 | Time: 2308.43 ms [2022-03-09 09:38:00 main:574] : INFO : Epoch 2003 | loss: 0.031033 | val_loss: 0.0310767 | Time: 2272.83 ms [2022-03-09 09:38:02 main:574] : INFO : Epoch 2004 | loss: 0.0310283 | val_loss: 0.031083 | Time: 2195.55 ms [2022-03-09 09:38:05 main:574] : INFO : Epoch 2005 | loss: 0.0310282 | val_loss: 0.03108 | Time: 2326.8 ms [2022-03-09 09:38:07 main:574] : INFO : Epoch 2006 | loss: 0.0310222 | val_loss: 0.0310917 | Time: 2255.13 ms [2022-03-09 09:38:09 main:574] : INFO : Epoch 2007 | loss: 0.0310239 | val_loss: 0.0310844 | Time: 2264.25 ms [2022-03-09 09:38:12 main:574] : INFO : Epoch 2008 | loss: 0.0310202 | val_loss: 0.0310838 | Time: 2256.1 ms [2022-03-09 09:38:14 main:574] : INFO : Epoch 2009 | loss: 0.0310177 | val_loss: 0.031084 | Time: 2245.72 ms [2022-03-09 09:38:16 main:574] : INFO : Epoch 2010 | loss: 0.0310172 | val_loss: 0.0310878 | Time: 2289.89 ms [2022-03-09 09:38:18 main:574] : INFO : Epoch 2011 | loss: 0.0310159 | val_loss: 0.0310876 | Time: 2259.39 ms [2022-03-09 09:38:21 main:574] : INFO : Epoch 2012 | loss: 0.0310302 | val_loss: 0.0310832 | Time: 2299.56 ms [2022-03-09 09:38:23 main:574] : INFO : Epoch 2013 | loss: 0.0310321 | val_loss: 0.0310853 | Time: 2257.92 ms [2022-03-09 09:38:25 main:574] : INFO : Epoch 2014 | loss: 0.0310294 | val_loss: 0.031081 | Time: 2209.56 ms [2022-03-09 09:38:27 main:574] : INFO : Epoch 2015 | loss: 0.0310312 | val_loss: 0.0310868 | Time: 2273.5 ms [2022-03-09 09:38:30 main:574] : INFO : Epoch 2016 | loss: 0.0310302 | val_loss: 0.031083 | Time: 2318.4 ms [2022-03-09 09:38:32 main:574] : INFO : Epoch 2017 | loss: 0.0310272 | val_loss: 0.0310909 | Time: 2351.59 ms [2022-03-09 09:38:34 main:574] : INFO : Epoch 2018 | loss: 0.0310271 | val_loss: 0.031087 | Time: 2239.25 ms [2022-03-09 09:38:37 main:574] : INFO : Epoch 2019 | loss: 0.031023 | val_loss: 0.0310879 | Time: 2276.25 ms [2022-03-09 09:38:39 main:574] : INFO : Epoch 2020 | loss: 0.0310225 | val_loss: 0.0310847 | Time: 2264.44 ms [2022-03-09 09:38:41 main:574] : INFO : Epoch 2021 | loss: 0.0310226 | val_loss: 0.0310863 | Time: 2312.48 ms [2022-03-09 09:38:43 main:574] : INFO : Epoch 2022 | loss: 0.0310188 | val_loss: 0.0310926 | Time: 2214.62 ms [2022-03-09 09:38:46 main:574] : INFO : Epoch 2023 | loss: 0.0310176 | val_loss: 0.0310837 | Time: 2291.37 ms [2022-03-09 09:38:48 main:574] : INFO : Epoch 2024 | loss: 0.0310154 | val_loss: 0.0310814 | Time: 2249.24 ms [2022-03-09 09:38:50 main:574] : INFO : Epoch 2025 | loss: 0.0310169 | val_loss: 0.0310924 | Time: 2406.89 ms [2022-03-09 09:38:53 main:574] : INFO : Epoch 2026 | loss: 0.0310146 | val_loss: 0.0310927 | Time: 2297.33 ms [2022-03-09 09:38:55 main:574] : INFO : Epoch 2027 | loss: 0.0310155 | val_loss: 0.0310901 | Time: 2227.89 ms [2022-03-09 09:38:57 main:574] : INFO : Epoch 2028 | loss: 0.0310172 | val_loss: 0.0310852 | Time: 2328.11 ms [2022-03-09 09:39:00 main:574] : INFO : Epoch 2029 | loss: 0.0310164 | val_loss: 0.031088 | Time: 2291.32 ms [2022-03-09 09:39:02 main:574] : INFO : Epoch 2030 | loss: 0.0310197 | val_loss: 0.0310905 | Time: 2236.86 ms [2022-03-09 09:39:04 main:574] : INFO : Epoch 2031 | loss: 0.0310164 | val_loss: 0.0310879 | Time: 2284.89 ms [2022-03-09 09:39:06 main:574] : INFO : Epoch 2032 | loss: 0.0310117 | val_loss: 0.031086 | Time: 2286.08 ms [2022-03-09 09:39:09 main:574] : INFO : Epoch 2033 | loss: 0.0310139 | val_loss: 0.031086 | Time: 2422.39 ms [2022-03-09 09:39:11 main:574] : INFO : Epoch 2034 | loss: 0.0310192 | val_loss: 0.0310869 | Time: 2222.95 ms [2022-03-09 09:39:13 main:574] : INFO : Epoch 2035 | loss: 0.0310163 | val_loss: 0.031091 | Time: 2388.58 ms [2022-03-09 09:39:16 main:574] : INFO : Epoch 2036 | loss: 0.0310192 | val_loss: 0.0310956 | Time: 2259.68 ms [2022-03-09 09:39:18 main:574] : INFO : Epoch 2037 | loss: 0.0310183 | val_loss: 0.0310892 | Time: 2251.11 ms [2022-03-09 09:39:20 main:574] : INFO : Epoch 2038 | loss: 0.0310184 | val_loss: 0.0310999 | Time: 2310 ms [2022-03-09 09:39:23 main:574] : INFO : Epoch 2039 | loss: 0.0310215 | val_loss: 0.0310819 | Time: 2275.61 ms [2022-03-09 09:39:25 main:574] : INFO : Epoch 2040 | loss: 0.0310245 | val_loss: 0.0310792 | Time: 2239.65 ms [2022-03-09 09:39:27 main:574] : INFO : Epoch 2041 | loss: 0.031019 | val_loss: 0.0310848 | Time: 2270.8 ms [2022-03-09 09:39:29 main:574] : INFO : Epoch 2042 | loss: 0.0310214 | val_loss: 0.0310934 | Time: 2249.3 ms [2022-03-09 09:39:32 main:574] : INFO : Epoch 2043 | loss: 0.0310467 | val_loss: 0.031083 | Time: 2240.23 ms [2022-03-09 09:39:34 main:574] : INFO : Epoch 2044 | loss: 0.0310364 | val_loss: 0.0310783 | Time: 2254.94 ms [2022-03-09 09:39:36 main:574] : INFO : Epoch 2045 | loss: 0.0310317 | val_loss: 0.0310833 | Time: 2263.5 ms [2022-03-09 09:39:38 main:574] : INFO : Epoch 2046 | loss: 0.0310291 | val_loss: 0.0310854 | Time: 2305.86 ms [2022-03-09 09:39:41 main:574] : INFO : Epoch 2047 | loss: 0.0310279 | val_loss: 0.0310767 | Time: 2397.91 ms [2022-03-09 09:39:43 main:574] : INFO : Epoch 2048 | loss: 0.0310233 | val_loss: 0.0310878 | Time: 2254.57 ms [2022-03-09 09:39:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310878 [2022-03-09 09:39:43 main:603] : INFO : Saving end state to config to file [2022-03-09 09:39:43 main:608] : INFO : Success, exiting.. 09:39:43 (25132): 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)