Task 12994847
| Name | ParityModified-1645998134-19614-2-0_0 |
| Workunit | 10125248 |
| Created | 12 Mar 2022, 10:45:33 UTC |
| Sent | 21 Mar 2022, 4:40:00 UTC |
| Report deadline | 29 Mar 2022, 4:40:00 UTC |
| Received | 22 Mar 2022, 6:39:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 17 min 58 sec |
| CPU time | 1 hours 17 min 40 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> O : Epoch 1542 | loss: 0.0309399 | val_loss: 0.0313143 | Time: 2294.71 ms [2022-03-22 00:19:32 main:574] : INFO : Epoch 1543 | loss: 0.0309423 | val_loss: 0.031297 | Time: 2268.57 ms [2022-03-22 00:19:35 main:574] : INFO : Epoch 1544 | loss: 0.0309442 | val_loss: 0.0312959 | Time: 2289.84 ms [2022-03-22 00:19:37 main:574] : INFO : Epoch 1545 | loss: 0.0309474 | val_loss: 0.0313385 | Time: 2296.89 ms [2022-03-22 00:19:39 main:574] : INFO : Epoch 1546 | loss: 0.0309482 | val_loss: 0.0312775 | Time: 2259.25 ms [2022-03-22 00:19:42 main:574] : INFO : Epoch 1547 | loss: 0.0309446 | val_loss: 0.0313058 | Time: 2275.99 ms [2022-03-22 00:19:44 main:574] : INFO : Epoch 1548 | loss: 0.0309382 | val_loss: 0.0312937 | Time: 2271.91 ms [2022-03-22 00:19:46 main:574] : INFO : Epoch 1549 | loss: 0.0309558 | val_loss: 0.0313008 | Time: 2283.98 ms [2022-03-22 00:19:48 main:574] : INFO : Epoch 1550 | loss: 0.0309641 | val_loss: 0.0312733 | Time: 2278.81 ms [2022-03-22 00:19:51 main:574] : INFO : Epoch 1551 | loss: 0.0309526 | val_loss: 0.0312866 | Time: 2353.5 ms [2022-03-22 00:19:53 main:574] : INFO : Epoch 1552 | loss: 0.0309499 | val_loss: 0.0313217 | Time: 2257.24 ms [2022-03-22 00:19:55 main:574] : INFO : Epoch 1553 | loss: 0.030946 | val_loss: 0.0312985 | Time: 2269.09 ms [2022-03-22 00:19:58 main:574] : INFO : Epoch 1554 | loss: 0.0309468 | val_loss: 0.0312761 | Time: 2271.94 ms [2022-03-22 00:20:00 main:574] : INFO : Epoch 1555 | loss: 0.0309492 | val_loss: 0.0313236 | Time: 2251.48 ms [2022-03-22 00:20:02 main:574] : INFO : Epoch 1556 | loss: 0.030949 | val_loss: 0.031294 | Time: 2292.29 ms [2022-03-22 00:20:04 main:574] : INFO : Epoch 1557 | loss: 0.0309403 | val_loss: 0.0312913 | Time: 2249.01 ms [2022-03-22 00:20:07 main:574] : INFO : Epoch 1558 | loss: 0.0309406 | val_loss: 0.0313143 | Time: 2234.77 ms [2022-03-22 00:20:09 main:574] : INFO : Epoch 1559 | loss: 0.0309588 | val_loss: 0.0312839 | Time: 2284.1 ms [2022-03-22 00:20:11 main:574] : INFO : Epoch 1560 | loss: 0.0309517 | val_loss: 0.0312925 | Time: 2276.9 ms [2022-03-22 00:20:14 main:574] : INFO : Epoch 1561 | loss: 0.0309453 | val_loss: 0.0312974 | Time: 2301.43 ms [2022-03-22 00:20:16 main:574] : INFO : Epoch 1562 | loss: 0.0309425 | val_loss: 0.0312968 | Time: 2276.59 ms [2022-03-22 00:20:18 main:574] : INFO : Epoch 1563 | loss: 0.0309373 | val_loss: 0.0313016 | Time: 2262.65 ms [2022-03-22 00:20:20 main:574] : INFO : Epoch 1564 | loss: 0.0309554 | val_loss: 0.031317 | Time: 2235.63 ms [2022-03-22 00:20:23 main:574] : INFO : Epoch 1565 | loss: 0.0309622 | val_loss: 0.0312983 | Time: 2243.28 ms [2022-03-22 00:20:25 main:574] : INFO : Epoch 1566 | loss: 0.0309504 | val_loss: 0.0312947 | Time: 2227.61 ms [2022-03-22 00:20:27 main:574] : INFO : Epoch 1567 | loss: 0.0309494 | val_loss: 0.0312815 | Time: 2241.14 ms [2022-03-22 00:20:29 main:574] : INFO : Epoch 1568 | loss: 0.030941 | val_loss: 0.0312772 | Time: 2275.22 ms [2022-03-22 00:20:32 main:574] : INFO : Epoch 1569 | loss: 0.0309451 | val_loss: 0.0312947 | Time: 2245.41 ms [2022-03-22 00:20:34 main:574] : INFO : Epoch 1570 | loss: 0.0309416 | val_loss: 0.0313124 | Time: 2302.35 ms [2022-03-22 00:20:36 main:574] : INFO : Epoch 1571 | loss: 0.0309558 | val_loss: 0.0312745 | Time: 2300.28 ms [2022-03-22 00:20:39 main:574] : INFO : Epoch 1572 | loss: 0.0309694 | val_loss: 0.0312511 | Time: 2286.81 ms [2022-03-22 00:20:41 main:574] : INFO : Epoch 1573 | loss: 0.0309546 | val_loss: 0.0313196 | Time: 2267.26 ms [2022-03-22 00:20:43 main:574] : INFO : Epoch 1574 | loss: 0.0309446 | val_loss: 0.0312801 | Time: 2271.89 ms [2022-03-22 00:20:45 main:574] : INFO : Epoch 1575 | loss: 0.0309652 | val_loss: 0.0312411 | Time: 2324.98 ms [2022-03-22 00:20:48 main:574] : INFO : Epoch 1576 | loss: 0.0309518 | val_loss: 0.0313378 | Time: 2266.81 ms [2022-03-22 00:20:50 main:574] : INFO : Epoch 1577 | loss: 0.030953 | val_loss: 0.0312777 | Time: 2225.05 ms [2022-03-22 00:20:52 main:574] : INFO : Epoch 1578 | loss: 0.0309409 | val_loss: 0.0313048 | Time: 2247.88 ms [2022-03-22 00:20:54 main:574] : INFO : Epoch 1579 | loss: 0.0309455 | val_loss: 0.031313 | Time: 2297.16 ms [2022-03-22 00:20:57 main:574] : INFO : Epoch 1580 | loss: 0.0309526 | val_loss: 0.0312908 | Time: 2259.77 ms [2022-03-22 00:20:59 main:574] : INFO : Epoch 1581 | loss: 0.0309561 | val_loss: 0.0312913 | Time: 2279.42 ms [2022-03-22 00:21:01 main:574] : INFO : Epoch 1582 | loss: 0.0309495 | val_loss: 0.0312492 | Time: 2282.67 ms [2022-03-22 00:21:04 main:574] : INFO : Epoch 1583 | loss: 0.0309556 | val_loss: 0.0312815 | Time: 2256.89 ms [2022-03-22 00:21:06 main:574] : INFO : Epoch 1584 | loss: 0.0309441 | val_loss: 0.0312815 | Time: 2226.19 ms [2022-03-22 00:21:08 main:574] : INFO : Epoch 1585 | loss: 0.030947 | val_loss: 0.0312945 | Time: 2219.06 ms [2022-03-22 00:21:10 main:574] : INFO : Epoch 1586 | loss: 0.0309533 | val_loss: 0.0313199 | Time: 2307.19 ms [2022-03-22 00:21:13 main:574] : INFO : Epoch 1587 | loss: 0.0309432 | val_loss: 0.0313243 | Time: 2299.35 ms [2022-03-22 00:21:15 main:574] : INFO : Epoch 1588 | loss: 0.0309464 | val_loss: 0.0312901 | Time: 2276.68 ms [2022-03-22 00:21:17 main:574] : INFO : Epoch 1589 | loss: 0.0310099 | val_loss: 0.0312479 | Time: 2264.51 ms [2022-03-22 00:21:19 main:574] : INFO : Epoch 1590 | loss: 0.0309869 | val_loss: 0.0312686 | Time: 2264.09 ms [2022-03-22 00:21:22 main:574] : INFO : Epoch 1591 | loss: 0.0309556 | val_loss: 0.0312965 | Time: 2264.7 ms [2022-03-22 00:21:24 main:574] : INFO : Epoch 1592 | loss: 0.0309469 | val_loss: 0.0313143 | Time: 2251.82 ms [2022-03-22 00:21:26 main:574] : INFO : Epoch 1593 | loss: 0.0309477 | val_loss: 0.0313081 | Time: 2289.11 ms [2022-03-22 00:21:29 main:574] : INFO : Epoch 1594 | loss: 0.0309482 | val_loss: 0.0312843 | Time: 2231.29 ms [2022-03-22 00:21:31 main:574] : INFO : Epoch 1595 | loss: 0.0309478 | val_loss: 0.0312876 | Time: 2260.72 ms [2022-03-22 00:21:33 main:574] : INFO : Epoch 1596 | loss: 0.0309462 | val_loss: 0.0313387 | Time: 2286.45 ms [2022-03-22 00:21:35 main:574] : INFO : Epoch 1597 | loss: 0.030964 | val_loss: 0.0312721 | Time: 2285.91 ms [2022-03-22 00:21:38 main:574] : INFO : Epoch 1598 | loss: 0.0309638 | val_loss: 0.0312803 | Time: 2242.39 ms [2022-03-22 00:21:40 main:574] : INFO : Epoch 1599 | loss: 0.0309538 | val_loss: 0.0313088 | Time: 2237.61 ms [2022-03-22 00:21:42 main:574] : INFO : Epoch 1600 | loss: 0.0309541 | val_loss: 0.0312548 | Time: 2317.51 ms [2022-03-22 00:21:45 main:574] : INFO : Epoch 1601 | loss: 0.0309509 | val_loss: 0.0313155 | Time: 2305.96 ms [2022-03-22 00:21:47 main:574] : INFO : Epoch 1602 | loss: 0.0309573 | val_loss: 0.0313111 | Time: 2220.76 ms [2022-03-22 00:21:49 main:574] : INFO : Epoch 1603 | loss: 0.0309585 | val_loss: 0.0312631 | Time: 2310.09 ms [2022-03-22 00:21:51 main:574] : INFO : Epoch 1604 | loss: 0.0309569 | val_loss: 0.0312852 | Time: 2255.75 ms [2022-03-22 00:21:54 main:574] : INFO : Epoch 1605 | loss: 0.0309464 | val_loss: 0.0313122 | Time: 2277.17 ms [2022-03-22 00:21:56 main:574] : INFO : Epoch 1606 | loss: 0.0309481 | val_loss: 0.031272 | Time: 2295.64 ms [2022-03-22 00:21:58 main:574] : INFO : Epoch 1607 | loss: 0.0309834 | val_loss: 0.0312361 | Time: 2305.25 ms [2022-03-22 00:22:00 main:574] : INFO : Epoch 1608 | loss: 0.0309859 | val_loss: 0.0312869 | Time: 2244.83 ms [2022-03-22 00:22:03 main:574] : INFO : Epoch 1609 | loss: 0.0309553 | val_loss: 0.031286 | Time: 2274.16 ms [2022-03-22 00:22:05 main:574] : INFO : Epoch 1610 | loss: 0.030956 | val_loss: 0.0312983 | Time: 2278.49 ms [2022-03-22 00:22:07 main:574] : INFO : Epoch 1611 | loss: 0.030955 | val_loss: 0.0312824 | Time: 2277.58 ms [2022-03-22 00:22:10 main:574] : INFO : Epoch 1612 | loss: 0.0309544 | val_loss: 0.0312927 | Time: 2296.86 ms [2022-03-22 00:22:12 main:574] : INFO : Epoch 1613 | loss: 0.0309481 | val_loss: 0.031315 | Time: 2315.28 ms [2022-03-22 00:22:14 main:574] : INFO : Epoch 1614 | loss: 0.0309434 | val_loss: 0.0312839 | Time: 2315.91 ms [2022-03-22 00:22:17 main:574] : INFO : Epoch 1615 | loss: 0.0309365 | val_loss: 0.031277 | Time: 2297.39 ms [2022-03-22 00:22:19 main:574] : INFO : Epoch 1616 | loss: 0.0309405 | val_loss: 0.0313083 | Time: 2242.63 ms [2022-03-22 00:22:21 main:574] : INFO : Epoch 1617 | loss: 0.030933 | val_loss: 0.0313176 | Time: 2289.65 ms [2022-03-22 00:22:23 main:574] : INFO : Epoch 1618 | loss: 0.0309474 | val_loss: 0.0312953 | Time: 2292.4 ms [2022-03-22 00:22:26 main:574] : INFO : Epoch 1619 | loss: 0.0309453 | val_loss: 0.0312982 | Time: 2319.89 ms [2022-03-22 00:22:28 main:574] : INFO : Epoch 1620 | loss: 0.0309506 | val_loss: 0.0312881 | Time: 2284.26 ms [2022-03-22 00:22:30 main:574] : INFO : Epoch 1621 | loss: 0.030953 | val_loss: 0.0313018 | Time: 2266.3 ms [2022-03-22 00:22:33 main:574] : INFO : Epoch 1622 | loss: 0.0309487 | val_loss: 0.0312576 | Time: 2250.07 ms [2022-03-22 00:22:35 main:574] : INFO : Epoch 1623 | loss: 0.0309523 | val_loss: 0.031307 | Time: 2300.6 ms [2022-03-22 00:22:37 main:574] : INFO : Epoch 1624 | loss: 0.030952 | val_loss: 0.0313039 | Time: 2257.89 ms [2022-03-22 00:22:39 main:574] : INFO : Epoch 1625 | loss: 0.0309493 | val_loss: 0.0312829 | Time: 2281.29 ms [2022-03-22 00:22:42 main:574] : INFO : Epoch 1626 | loss: 0.0309437 | val_loss: 0.0312844 | Time: 2262.71 ms [2022-03-22 00:22:44 main:574] : INFO : Epoch 1627 | loss: 0.0309406 | val_loss: 0.0313038 | Time: 2229.77 ms [2022-03-22 00:22:46 main:574] : INFO : Epoch 1628 | loss: 0.030943 | val_loss: 0.0312679 | Time: 2274.29 ms [2022-03-22 00:22:49 main:574] : INFO : Epoch 1629 | loss: 0.0309551 | val_loss: 0.0313081 | Time: 2320.24 ms [2022-03-22 00:22:51 main:574] : INFO : Epoch 1630 | loss: 0.0309435 | val_loss: 0.0312691 | Time: 2287.09 ms [2022-03-22 00:22:53 main:574] : INFO : Epoch 1631 | loss: 0.0309489 | val_loss: 0.0313101 | Time: 2286.54 ms [2022-03-22 00:22:55 main:574] : INFO : Epoch 1632 | loss: 0.0309562 | val_loss: 0.0312826 | Time: 2335.48 ms [2022-03-22 00:22:58 main:574] : INFO : Epoch 1633 | loss: 0.030953 | val_loss: 0.0312947 | Time: 2290.19 ms [2022-03-22 00:23:00 main:574] : INFO : Epoch 1634 | loss: 0.0309575 | val_loss: 0.0312609 | Time: 2281.64 ms [2022-03-22 00:23:02 main:574] : INFO : Epoch 1635 | loss: 0.0309555 | val_loss: 0.0312844 | Time: 2282.65 ms [2022-03-22 00:23:05 main:574] : INFO : Epoch 1636 | loss: 0.0309498 | val_loss: 0.0312853 | Time: 2299.37 ms [2022-03-22 00:23:07 main:574] : INFO : Epoch 1637 | loss: 0.0309432 | val_loss: 0.031306 | Time: 2318.68 ms [2022-03-22 00:23:09 main:574] : INFO : Epoch 1638 | loss: 0.0309429 | val_loss: 0.0313026 | Time: 2275.27 ms [2022-03-22 00:23:12 main:574] : INFO : Epoch 1639 | loss: 0.0309478 | val_loss: 0.0312822 | Time: 2282.97 ms [2022-03-22 00:23:14 main:574] : INFO : Epoch 1640 | loss: 0.0309505 | val_loss: 0.0312952 | Time: 2315.08 ms [2022-03-22 00:23:16 main:574] : INFO : Epoch 1641 | loss: 0.0309794 | val_loss: 0.0312906 | Time: 2258.33 ms [2022-03-22 00:23:18 main:574] : INFO : Epoch 1642 | loss: 0.0309793 | val_loss: 0.0312912 | Time: 2282.72 ms [2022-03-22 00:23:21 main:574] : INFO : Epoch 1643 | loss: 0.0309642 | val_loss: 0.0312862 | Time: 2326.91 ms [2022-03-22 00:23:23 main:574] : INFO : Epoch 1644 | loss: 0.0309524 | val_loss: 0.0313054 | Time: 2317.67 ms [2022-03-22 00:23:25 main:574] : INFO : Epoch 1645 | loss: 0.0309596 | val_loss: 0.0313152 | Time: 2250.96 ms [2022-03-22 00:23:28 main:574] : INFO : Epoch 1646 | loss: 0.0309598 | val_loss: 0.031306 | Time: 2274.27 ms [2022-03-22 00:23:30 main:574] : INFO : Epoch 1647 | loss: 0.0309511 | val_loss: 0.0313102 | Time: 2281.49 ms [2022-03-22 00:23:32 main:574] : INFO : Epoch 1648 | loss: 0.0309478 | val_loss: 0.0312757 | Time: 2270.15 ms [2022-03-22 00:23:34 main:574] : INFO : Epoch 1649 | loss: 0.0309492 | val_loss: 0.0313207 | Time: 2252.9 ms [2022-03-22 00:23:37 main:574] : INFO : Epoch 1650 | loss: 0.0309512 | val_loss: 0.0312922 | Time: 2276.13 ms [2022-03-22 00:23:39 main:574] : INFO : Epoch 1651 | loss: 0.0309448 | val_loss: 0.0312983 | Time: 2274.5 ms [2022-03-22 00:23:41 main:574] : INFO : Epoch 1652 | loss: 0.030946 | val_loss: 0.0312798 | Time: 2250.45 ms [2022-03-22 00:23:43 main:574] : INFO : Epoch 1653 | loss: 0.030947 | val_loss: 0.0312786 | Time: 2223.18 ms [2022-03-22 00:23:46 main:574] : INFO : Epoch 1654 | loss: 0.0309368 | val_loss: 0.0313055 | Time: 2303.52 ms [2022-03-22 00:23:48 main:574] : INFO : Epoch 1655 | loss: 0.0309443 | val_loss: 0.0313024 | Time: 2269.77 ms [2022-03-22 00:23:50 main:574] : INFO : Epoch 1656 | loss: 0.0309472 | val_loss: 0.0312925 | Time: 2262.56 ms [2022-03-22 00:23:53 main:574] : INFO : Epoch 1657 | loss: 0.0309596 | val_loss: 0.0312637 | Time: 2305.86 ms [2022-03-22 00:23:55 main:574] : INFO : Epoch 1658 | loss: 0.0309605 | val_loss: 0.0312937 | Time: 2242.87 ms [2022-03-22 00:23:57 main:574] : INFO : Epoch 1659 | loss: 0.0309495 | val_loss: 0.0312826 | Time: 2267.21 ms [2022-03-22 00:23:59 main:574] : INFO : Epoch 1660 | loss: 0.0309459 | val_loss: 0.0312677 | Time: 2286.23 ms [2022-03-22 00:24:02 main:574] : INFO : Epoch 1661 | loss: 0.0309506 | val_loss: 0.0313076 | Time: 2281.77 ms [2022-03-22 00:24:04 main:574] : INFO : Epoch 1662 | loss: 0.0309404 | val_loss: 0.0312869 | Time: 2279.07 ms [2022-03-22 00:24:06 main:574] : INFO : Epoch 1663 | loss: 0.0309468 | val_loss: 0.0312966 | Time: 2252.62 ms [2022-03-22 00:24:08 main:574] : INFO : Epoch 1664 | loss: 0.0309443 | val_loss: 0.0312803 | Time: 2235.06 ms [2022-03-22 00:24:11 main:574] : INFO : Epoch 1665 | loss: 0.0309452 | val_loss: 0.0313212 | Time: 2323.47 ms [2022-03-22 00:24:13 main:574] : INFO : Epoch 1666 | loss: 0.0309514 | val_loss: 0.0312913 | Time: 2273.94 ms [2022-03-22 00:24:15 main:574] : INFO : Epoch 1667 | loss: 0.0309473 | val_loss: 0.0312877 | Time: 2293.78 ms [2022-03-22 00:24:18 main:574] : INFO : Epoch 1668 | loss: 0.0309535 | val_loss: 0.0312891 | Time: 2306.36 ms [2022-03-22 00:24:20 main:574] : INFO : Epoch 1669 | loss: 0.0309421 | val_loss: 0.0313035 | Time: 2244.92 ms [2022-03-22 00:24:22 main:574] : INFO : Epoch 1670 | loss: 0.0309465 | val_loss: 0.0312768 | Time: 2290.26 ms [2022-03-22 00:24:25 main:574] : INFO : Epoch 1671 | loss: 0.0309594 | val_loss: 0.0312624 | Time: 2279.74 ms [2022-03-22 00:24:27 main:574] : INFO : Epoch 1672 | loss: 0.0309467 | val_loss: 0.031299 | Time: 2245.9 ms [2022-03-22 00:24:29 main:574] : INFO : Epoch 1673 | loss: 0.0309488 | val_loss: 0.031297 | Time: 2227.79 ms [2022-03-22 00:24:31 main:574] : INFO : Epoch 1674 | loss: 0.030946 | val_loss: 0.0312798 | Time: 2294.55 ms [2022-03-22 00:24:34 main:574] : INFO : Epoch 1675 | loss: 0.0309508 | val_loss: 0.0312849 | Time: 2251.28 ms [2022-03-22 00:24:36 main:574] : INFO : Epoch 1676 | loss: 0.0309513 | val_loss: 0.031261 | Time: 2308.36 ms [2022-03-22 00:24:38 main:574] : INFO : Epoch 1677 | loss: 0.0309564 | val_loss: 0.0312923 | Time: 2248.89 ms [2022-03-22 00:24:40 main:574] : INFO : Epoch 1678 | loss: 0.0309507 | val_loss: 0.0312962 | Time: 2307.62 ms [2022-03-22 00:24:43 main:574] : INFO : Epoch 1679 | loss: 0.03094 | val_loss: 0.0313012 | Time: 2282.8 ms [2022-03-22 00:24:45 main:574] : INFO : Epoch 1680 | loss: 0.0309408 | val_loss: 0.0313057 | Time: 2220.04 ms [2022-03-22 00:24:47 main:574] : INFO : Epoch 1681 | loss: 0.0309418 | val_loss: 0.0312844 | Time: 2311.07 ms [2022-03-22 00:24:50 main:574] : INFO : Epoch 1682 | loss: 0.0309401 | val_loss: 0.0313305 | Time: 2278.52 ms [2022-03-22 00:24:52 main:574] : INFO : Epoch 1683 | loss: 0.0309435 | val_loss: 0.0312783 | Time: 2252.71 ms [2022-03-22 00:24:54 main:574] : INFO : Epoch 1684 | loss: 0.030943 | val_loss: 0.0313452 | Time: 2308.2 ms [2022-03-22 00:24:56 main:574] : INFO : Epoch 1685 | loss: 0.0309468 | val_loss: 0.0312506 | Time: 2280.63 ms [2022-03-22 00:24:59 main:574] : INFO : Epoch 1686 | loss: 0.030968 | val_loss: 0.0312618 | Time: 2267.25 ms [2022-03-22 00:25:01 main:574] : INFO : Epoch 1687 | loss: 0.0309577 | val_loss: 0.0313195 | Time: 2250.6 ms [2022-03-22 00:25:03 main:574] : INFO : Epoch 1688 | loss: 0.0309474 | val_loss: 0.0312942 | Time: 2268.66 ms [2022-03-22 00:25:05 main:574] : INFO : Epoch 1689 | loss: 0.0309452 | val_loss: 0.0312803 | Time: 2254.48 ms [2022-03-22 00:25:08 main:574] : INFO : Epoch 1690 | loss: 0.0309453 | val_loss: 0.0312925 | Time: 2309.24 ms [2022-03-22 00:25:10 main:574] : INFO : Epoch 1691 | loss: 0.0309455 | val_loss: 0.0312963 | Time: 2298.32 ms [2022-03-22 00:25:12 main:574] : INFO : Epoch 1692 | loss: 0.0309489 | val_loss: 0.0313178 | Time: 2242.16 ms [2022-03-22 00:25:15 main:574] : INFO : Epoch 1693 | loss: 0.0309457 | val_loss: 0.0312958 | Time: 2290.24 ms [2022-03-22 00:25:17 main:574] : INFO : Epoch 1694 | loss: 0.0309368 | val_loss: 0.0312916 | Time: 2260.78 ms [2022-03-22 00:25:19 main:574] : INFO : Epoch 1695 | loss: 0.0309393 | val_loss: 0.0313255 | Time: 2236.01 ms [2022-03-22 00:25:21 main:574] : INFO : Epoch 1696 | loss: 0.0309507 | val_loss: 0.0313082 | Time: 2249.29 ms [2022-03-22 00:25:24 main:574] : INFO : Epoch 1697 | loss: 0.0309513 | val_loss: 0.0313057 | Time: 2276.11 ms [2022-03-22 00:25:26 main:574] : INFO : Epoch 1698 | loss: 0.0309676 | val_loss: 0.031243 | Time: 2286.69 ms [2022-03-22 00:25:28 main:574] : INFO : Epoch 1699 | loss: 0.0310407 | val_loss: 0.0312407 | Time: 2239.98 ms [2022-03-22 00:25:31 main:574] : INFO : Epoch 1700 | loss: 0.0310026 | val_loss: 0.0312514 | Time: 2341.29 ms [2022-03-22 00:25:33 main:574] : INFO : Epoch 1701 | loss: 0.0309707 | val_loss: 0.0312858 | Time: 2268.37 ms [2022-03-22 00:25:35 main:574] : INFO : Epoch 1702 | loss: 0.0309523 | val_loss: 0.0312776 | Time: 2234.16 ms [2022-03-22 00:25:37 main:574] : INFO : Epoch 1703 | loss: 0.0309421 | val_loss: 0.031292 | Time: 2289.02 ms [2022-03-22 00:25:40 main:574] : INFO : Epoch 1704 | loss: 0.0309526 | val_loss: 0.0313256 | Time: 2248.6 ms [2022-03-22 00:25:42 main:574] : INFO : Epoch 1705 | loss: 0.0309435 | val_loss: 0.0313029 | Time: 2286.94 ms [2022-03-22 00:25:44 main:574] : INFO : Epoch 1706 | loss: 0.0309585 | val_loss: 0.0312693 | Time: 2239.35 ms [2022-03-22 00:25:46 main:574] : INFO : Epoch 1707 | loss: 0.0309514 | val_loss: 0.0312941 | Time: 2220.74 ms [2022-03-22 00:25:49 main:574] : INFO : Epoch 1708 | loss: 0.0309412 | val_loss: 0.0312617 | Time: 2255.99 ms [2022-03-22 00:25:51 main:574] : INFO : Epoch 1709 | loss: 0.0309426 | val_loss: 0.0312717 | Time: 2332.74 ms [2022-03-22 00:25:53 main:574] : INFO : Epoch 1710 | loss: 0.030947 | val_loss: 0.0312835 | Time: 2287.58 ms [2022-03-22 00:25:56 main:574] : INFO : Epoch 1711 | loss: 0.0309503 | val_loss: 0.0312872 | Time: 2258.57 ms [2022-03-22 00:25:58 main:574] : INFO : Epoch 1712 | loss: 0.030945 | val_loss: 0.0313131 | Time: 2241.18 ms [2022-03-22 00:26:00 main:574] : INFO : Epoch 1713 | loss: 0.0309393 | val_loss: 0.031288 | Time: 2250.72 ms [2022-03-22 00:26:02 main:574] : INFO : Epoch 1714 | loss: 0.0309505 | val_loss: 0.0313078 | Time: 2303.52 ms [2022-03-22 00:26:05 main:574] : INFO : Epoch 1715 | loss: 0.0309508 | val_loss: 0.0312954 | Time: 2288.26 ms [2022-03-22 00:26:07 main:574] : INFO : Epoch 1716 | loss: 0.0309528 | val_loss: 0.0313148 | Time: 2268.45 ms [2022-03-22 00:26:09 main:574] : INFO : Epoch 1717 | loss: 0.0309479 | val_loss: 0.0312756 | Time: 2268.81 ms [2022-03-22 00:26:12 main:574] : INFO : Epoch 1718 | loss: 0.0309459 | val_loss: 0.0313205 | Time: 2295.81 ms [2022-03-22 00:26:14 main:574] : INFO : Epoch 1719 | loss: 0.0309379 | val_loss: 0.0312782 | Time: 2281.55 ms [2022-03-22 00:26:16 main:574] : INFO : Epoch 1720 | loss: 0.0309483 | val_loss: 0.0312876 | Time: 2245.9 ms [2022-03-22 00:26:18 main:574] : INFO : Epoch 1721 | loss: 0.0309518 | val_loss: 0.0312885 | Time: 2259.5 ms [2022-03-22 00:26:21 main:574] : INFO : Epoch 1722 | loss: 0.0309575 | val_loss: 0.0313218 | Time: 2288.57 ms [2022-03-22 00:26:23 main:574] : INFO : Epoch 1723 | loss: 0.0309468 | val_loss: 0.0312752 | Time: 2264.86 ms [2022-03-22 00:26:25 main:574] : INFO : Epoch 1724 | loss: 0.0309505 | val_loss: 0.031312 | Time: 2245.13 ms [2022-03-22 00:26:27 main:574] : INFO : Epoch 1725 | loss: 0.0309533 | val_loss: 0.0312995 | Time: 2275.01 ms [2022-03-22 00:26:30 main:574] : INFO : Epoch 1726 | loss: 0.0309515 | val_loss: 0.0312873 | Time: 2291.2 ms [2022-03-22 00:26:32 main:574] : INFO : Epoch 1727 | loss: 0.0309526 | val_loss: 0.0313263 | Time: 2235.79 ms [2022-03-22 00:26:34 main:574] : INFO : Epoch 1728 | loss: 0.0309519 | val_loss: 0.0312729 | Time: 2267.78 ms [2022-03-22 00:26:36 main:574] : INFO : Epoch 1729 | loss: 0.0309487 | val_loss: 0.0312991 | Time: 2240.26 ms [2022-03-22 00:26:39 main:574] : INFO : Epoch 1730 | loss: 0.0309466 | val_loss: 0.0312974 | Time: 2299.43 ms [2022-03-22 00:26:41 main:574] : INFO : Epoch 1731 | loss: 0.0309399 | val_loss: 0.0313057 | Time: 2295.47 ms [2022-03-22 00:26:43 main:574] : INFO : Epoch 1732 | loss: 0.0309427 | val_loss: 0.0312894 | Time: 2277.53 ms [2022-03-22 00:26:46 main:574] : INFO : Epoch 1733 | loss: 0.0309479 | val_loss: 0.0312971 | Time: 2319.06 ms [2022-03-22 00:26:48 main:574] : INFO : Epoch 1734 | loss: 0.0309516 | val_loss: 0.0312583 | Time: 2271.52 ms [2022-03-22 00:26:50 main:574] : INFO : Epoch 1735 | loss: 0.0309507 | val_loss: 0.0313014 | Time: 2279.65 ms [2022-03-22 00:26:53 main:574] : INFO : Epoch 1736 | loss: 0.0309502 | val_loss: 0.0312832 | Time: 2271.37 ms [2022-03-22 00:26:55 main:574] : INFO : Epoch 1737 | loss: 0.0309397 | val_loss: 0.0313076 | Time: 2298.62 ms [2022-03-22 00:26:57 main:574] : INFO : Epoch 1738 | loss: 0.0309465 | val_loss: 0.0312994 | Time: 2277.11 ms [2022-03-22 00:26:59 main:574] : INFO : Epoch 1739 | loss: 0.0309513 | val_loss: 0.0312946 | Time: 2261.95 ms [2022-03-22 00:27:02 main:574] : INFO : Epoch 1740 | loss: 0.0309499 | val_loss: 0.0312976 | Time: 2216.51 ms [2022-03-22 00:27:04 main:574] : INFO : Epoch 1741 | loss: 0.0309534 | val_loss: 0.0312779 | Time: 2282 ms [2022-03-22 00:27:06 main:574] : INFO : Epoch 1742 | loss: 0.0309566 | val_loss: 0.031298 | Time: 2295.54 ms [2022-03-22 00:27:09 main:574] : INFO : Epoch 1743 | loss: 0.0309455 | val_loss: 0.0312931 | Time: 2290.87 ms [2022-03-22 00:27:11 main:574] : INFO : Epoch 1744 | loss: 0.0309572 | val_loss: 0.0312872 | Time: 2252.68 ms [2022-03-22 00:27:13 main:574] : INFO : Epoch 1745 | loss: 0.0309481 | val_loss: 0.0312788 | Time: 2278.56 ms [2022-03-22 00:27:15 main:574] : INFO : Epoch 1746 | loss: 0.0309476 | val_loss: 0.0312872 | Time: 2236.68 ms [2022-03-22 00:27:18 main:574] : INFO : Epoch 1747 | loss: 0.0309366 | val_loss: 0.0312911 | Time: 2287.96 ms [2022-03-22 00:27:20 main:574] : INFO : Epoch 1748 | loss: 0.0309343 | val_loss: 0.0313114 | Time: 2296.54 ms [2022-03-22 00:27:22 main:574] : INFO : Epoch 1749 | loss: 0.0309367 | val_loss: 0.0312836 | Time: 2273.7 ms [2022-03-22 00:27:24 main:574] : INFO : Epoch 1750 | loss: 0.0309413 | val_loss: 0.031296 | Time: 2269.67 ms [2022-03-22 00:27:27 main:574] : INFO : Epoch 1751 | loss: 0.0309473 | val_loss: 0.0312674 | Time: 2210.99 ms [2022-03-22 00:27:29 main:574] : INFO : Epoch 1752 | loss: 0.0309735 | val_loss: 0.031299 | Time: 2266.28 ms [2022-03-22 00:27:31 main:574] : INFO : Epoch 1753 | loss: 0.0309521 | val_loss: 0.0312969 | Time: 2292.04 ms [2022-03-22 00:27:33 main:574] : INFO : Epoch 1754 | loss: 0.0309562 | val_loss: 0.0312785 | Time: 2259.4 ms [2022-03-22 00:27:36 main:574] : INFO : Epoch 1755 | loss: 0.0309541 | val_loss: 0.0313143 | Time: 2273.83 ms [2022-03-22 00:27:38 main:574] : INFO : Epoch 1756 | loss: 0.0309461 | val_loss: 0.0313006 | Time: 2250.36 ms [2022-03-22 00:27:40 main:574] : INFO : Epoch 1757 | loss: 0.0309629 | val_loss: 0.0312111 | Time: 2245.48 ms [2022-03-22 00:27:43 main:574] : INFO : Epoch 1758 | loss: 0.0310293 | val_loss: 0.0312789 | Time: 2261.77 ms [2022-03-22 00:27:45 main:574] : INFO : Epoch 1759 | loss: 0.0309841 | val_loss: 0.0312508 | Time: 2304.94 ms [2022-03-22 00:27:47 main:574] : INFO : Epoch 1760 | loss: 0.03096 | val_loss: 0.0312744 | Time: 2289.4 ms [2022-03-22 00:27:49 main:574] : INFO : Epoch 1761 | loss: 0.0309444 | val_loss: 0.0312726 | Time: 2290.12 ms [2022-03-22 00:27:52 main:574] : INFO : Epoch 1762 | loss: 0.0309574 | val_loss: 0.0312685 | Time: 2284.09 ms [2022-03-22 00:27:54 main:574] : INFO : Epoch 1763 | loss: 0.0309525 | val_loss: 0.03128 | Time: 2297.3 ms [2022-03-22 00:27:56 main:574] : INFO : Epoch 1764 | loss: 0.0309589 | val_loss: 0.0313036 | Time: 2266.41 ms [2022-03-22 00:27:59 main:574] : INFO : Epoch 1765 | loss: 0.0309495 | val_loss: 0.0312884 | Time: 2263.32 ms [2022-03-22 00:28:01 main:574] : INFO : Epoch 1766 | loss: 0.0309476 | val_loss: 0.031285 | Time: 2301.67 ms [2022-03-22 00:28:03 main:574] : INFO : Epoch 1767 | loss: 0.0309413 | val_loss: 0.0312871 | Time: 2292.79 ms [2022-03-22 00:28:05 main:574] : INFO : Epoch 1768 | loss: 0.0309387 | val_loss: 0.0313061 | Time: 2309.63 ms [2022-03-22 00:28:08 main:574] : INFO : Epoch 1769 | loss: 0.0309358 | val_loss: 0.0313123 | Time: 2297.98 ms [2022-03-22 00:28:10 main:574] : INFO : Epoch 1770 | loss: 0.0309335 | val_loss: 0.0312789 | Time: 2343.41 ms [2022-03-22 00:28:12 main:574] : INFO : Epoch 1771 | loss: 0.03094 | val_loss: 0.0313112 | Time: 2260 ms [2022-03-22 00:28:15 main:574] : INFO : Epoch 1772 | loss: 0.0309491 | val_loss: 0.0312627 | Time: 2257.68 ms [2022-03-22 00:28:17 main:574] : INFO : Epoch 1773 | loss: 0.0309899 | val_loss: 0.0312611 | Time: 2252.77 ms [2022-03-22 00:28:19 main:574] : INFO : Epoch 1774 | loss: 0.0309694 | val_loss: 0.031297 | Time: 2290.57 ms [2022-03-22 00:28:22 main:574] : INFO : Epoch 1775 | loss: 0.0309617 | val_loss: 0.0312676 | Time: 2269.69 ms [2022-03-22 00:28:24 main:574] : INFO : Epoch 1776 | loss: 0.0309477 | val_loss: 0.0313024 | Time: 2325.58 ms [2022-03-22 00:28:26 main:574] : INFO : Epoch 1777 | loss: 0.0309483 | val_loss: 0.0312979 | Time: 2282.92 ms [2022-03-22 00:28:28 main:574] : INFO : Epoch 1778 | loss: 0.030942 | val_loss: 0.0313084 | Time: 2325.06 ms [2022-03-22 00:28:31 main:574] : INFO : Epoch 1779 | loss: 0.0309475 | val_loss: 0.0313211 | Time: 2269.84 ms [2022-03-22 00:28:33 main:574] : INFO : Epoch 1780 | loss: 0.0309489 | val_loss: 0.0312622 | Time: 2293.17 ms [2022-03-22 00:28:35 main:574] : INFO : Epoch 1781 | loss: 0.0309446 | val_loss: 0.0312834 | Time: 2261.75 ms [2022-03-22 00:28:38 main:574] : INFO : Epoch 1782 | loss: 0.0309565 | val_loss: 0.0312784 | Time: 2282.95 ms [2022-03-22 00:28:40 main:574] : INFO : Epoch 1783 | loss: 0.0309562 | val_loss: 0.0312915 | Time: 2268.59 ms [2022-03-22 00:28:42 main:574] : INFO : Epoch 1784 | loss: 0.030965 | val_loss: 0.031275 | Time: 2294.56 ms [2022-03-22 00:28:44 main:574] : INFO : Epoch 1785 | loss: 0.0309588 | val_loss: 0.0312897 | Time: 2254.37 ms [2022-03-22 00:28:47 main:574] : INFO : Epoch 1786 | loss: 0.0309534 | val_loss: 0.0312924 | Time: 2274.19 ms [2022-03-22 00:28:49 main:574] : INFO : Epoch 1787 | loss: 0.0309398 | val_loss: 0.0312976 | Time: 2277.89 ms [2022-03-22 00:28:51 main:574] : INFO : Epoch 1788 | loss: 0.0309408 | val_loss: 0.0313082 | Time: 2234.16 ms [2022-03-22 00:28:54 main:574] : INFO : Epoch 1789 | loss: 0.0309474 | val_loss: 0.0312709 | Time: 2276.53 ms [2022-03-22 00:28:56 main:574] : INFO : Epoch 1790 | loss: 0.0309486 | val_loss: 0.0312832 | Time: 2247.77 ms [2022-03-22 00:28:58 main:574] : INFO : Epoch 1791 | loss: 0.030939 | val_loss: 0.0312784 | Time: 2316.28 ms [2022-03-22 00:29:00 main:574] : INFO : Epoch 1792 | loss: 0.0309983 | val_loss: 0.0312794 | Time: 2321.45 ms [2022-03-22 00:29:03 main:574] : INFO : Epoch 1793 | loss: 0.0309927 | val_loss: 0.0312538 | Time: 2271.36 ms [2022-03-22 00:29:05 main:574] : INFO : Epoch 1794 | loss: 0.0309665 | val_loss: 0.0312766 | Time: 2238.14 ms [2022-03-22 00:29:07 main:574] : INFO : Epoch 1795 | loss: 0.03096 | val_loss: 0.0312825 | Time: 2302.31 ms [2022-03-22 00:29:09 main:574] : INFO : Epoch 1796 | loss: 0.0309508 | val_loss: 0.0312857 | Time: 2212.8 ms [2022-03-22 00:29:12 main:574] : INFO : Epoch 1797 | loss: 0.0309391 | val_loss: 0.0313055 | Time: 2295.68 ms [2022-03-22 00:29:14 main:574] : INFO : Epoch 1798 | loss: 0.0309408 | val_loss: 0.031279 | Time: 2290.03 ms [2022-03-22 00:29:16 main:574] : INFO : Epoch 1799 | loss: 0.0309561 | val_loss: 0.0312473 | Time: 2257.75 ms [2022-03-22 00:29:19 main:574] : INFO : Epoch 1800 | loss: 0.0309704 | val_loss: 0.0312651 | Time: 2238.88 ms [2022-03-22 00:29:21 main:574] : INFO : Epoch 1801 | loss: 0.0309485 | val_loss: 0.0312934 | Time: 2228.8 ms [2022-03-22 00:29:23 main:574] : INFO : Epoch 1802 | loss: 0.0309408 | val_loss: 0.0313227 | Time: 2294.96 ms [2022-03-22 00:29:25 main:574] : INFO : Epoch 1803 | loss: 0.0309446 | val_loss: 0.0312886 | Time: 2270.18 ms [2022-03-22 00:29:28 main:574] : INFO : Epoch 1804 | loss: 0.0309373 | val_loss: 0.0312839 | Time: 2275.49 ms [2022-03-22 00:29:30 main:574] : INFO : Epoch 1805 | loss: 0.0309552 | val_loss: 0.0313135 | Time: 2279.26 ms [2022-03-22 00:29:32 main:574] : INFO : Epoch 1806 | loss: 0.0309474 | val_loss: 0.0312779 | Time: 2291.89 ms [2022-03-22 00:29:35 main:574] : INFO : Epoch 1807 | loss: 0.0309405 | val_loss: 0.0313247 | Time: 2263.07 ms [2022-03-22 00:29:37 main:574] : INFO : Epoch 1808 | loss: 0.0309462 | val_loss: 0.0312761 | Time: 2214.66 ms [2022-03-22 00:29:39 main:574] : INFO : Epoch 1809 | loss: 0.0309565 | val_loss: 0.0312997 | Time: 2285.22 ms [2022-03-22 00:29:41 main:574] : INFO : Epoch 1810 | loss: 0.0309577 | val_loss: 0.0312702 | Time: 2255.03 ms [2022-03-22 00:29:44 main:574] : INFO : Epoch 1811 | loss: 0.0309432 | val_loss: 0.0312977 | Time: 2295.99 ms [2022-03-22 00:29:46 main:574] : INFO : Epoch 1812 | loss: 0.0309414 | val_loss: 0.0313276 | Time: 2242.5 ms [2022-03-22 00:29:48 main:574] : INFO : Epoch 1813 | loss: 0.0309573 | val_loss: 0.0312868 | Time: 2256.27 ms [2022-03-22 00:29:50 main:574] : INFO : Epoch 1814 | loss: 0.0309553 | val_loss: 0.031275 | Time: 2255.38 ms [2022-03-22 00:29:53 main:574] : INFO : Epoch 1815 | loss: 0.0309389 | val_loss: 0.0313115 | Time: 2252.06 ms [2022-03-22 00:29:55 main:574] : INFO : Epoch 1816 | loss: 0.0309493 | val_loss: 0.0312906 | Time: 2284.35 ms [2022-03-22 00:29:57 main:574] : INFO : Epoch 1817 | loss: 0.0309466 | val_loss: 0.0312608 | Time: 2296.37 ms [2022-03-22 00:29:59 main:574] : INFO : Epoch 1818 | loss: 0.030959 | val_loss: 0.0312935 | Time: 2247.32 ms [2022-03-22 00:30:02 main:574] : INFO : Epoch 1819 | loss: 0.030946 | val_loss: 0.0313013 | Time: 2316.47 ms [2022-03-22 00:30:04 main:574] : INFO : Epoch 1820 | loss: 0.0309657 | val_loss: 0.0312765 | Time: 2240.36 ms [2022-03-22 00:30:06 main:574] : INFO : Epoch 1821 | loss: 0.0309531 | val_loss: 0.0312852 | Time: 2289.33 ms [2022-03-22 00:30:09 main:574] : INFO : Epoch 1822 | loss: 0.030943 | val_loss: 0.0313307 | Time: 2310.46 ms [2022-03-22 00:30:11 main:574] : INFO : Epoch 1823 | loss: 0.0309502 | val_loss: 0.0312846 | Time: 2296.38 ms [2022-03-22 00:30:13 main:574] : INFO : Epoch 1824 | loss: 0.0309483 | val_loss: 0.0313066 | Time: 2291.7 ms [2022-03-22 00:30:16 main:574] : INFO : Epoch 1825 | loss: 0.0309594 | val_loss: 0.0312855 | Time: 2325.02 ms [2022-03-22 00:30:18 main:574] : INFO : Epoch 1826 | loss: 0.0309526 | val_loss: 0.0313085 | Time: 2207.64 ms [2022-03-22 00:30:20 main:574] : INFO : Epoch 1827 | loss: 0.0309514 | val_loss: 0.0312565 | Time: 2223.45 ms [2022-03-22 00:30:22 main:574] : INFO : Epoch 1828 | loss: 0.0309571 | val_loss: 0.0313098 | Time: 2245.46 ms [2022-03-22 00:30:24 main:574] : INFO : Epoch 1829 | loss: 0.030949 | val_loss: 0.0312696 | Time: 2235.15 ms [2022-03-22 00:30:27 main:574] : INFO : Epoch 1830 | loss: 0.0309389 | val_loss: 0.0313209 | Time: 2266.05 ms [2022-03-22 00:30:29 main:574] : INFO : Epoch 1831 | loss: 0.0309351 | val_loss: 0.0312888 | Time: 2293.8 ms [2022-03-22 00:30:31 main:574] : INFO : Epoch 1832 | loss: 0.0309485 | val_loss: 0.0313137 | Time: 2288.3 ms [2022-03-22 00:30:34 main:574] : INFO : Epoch 1833 | loss: 0.0309468 | val_loss: 0.0313053 | Time: 2278.13 ms [2022-03-22 00:30:36 main:574] : INFO : Epoch 1834 | loss: 0.0309372 | val_loss: 0.0312989 | Time: 2227.75 ms [2022-03-22 00:30:38 main:574] : INFO : Epoch 1835 | loss: 0.0309383 | val_loss: 0.0312823 | Time: 2295.42 ms [2022-03-22 00:30:40 main:574] : INFO : Epoch 1836 | loss: 0.0309343 | val_loss: 0.031304 | Time: 2241.28 ms [2022-03-22 00:30:43 main:574] : INFO : Epoch 1837 | loss: 0.0309329 | val_loss: 0.0313037 | Time: 2304.61 ms [2022-03-22 00:30:45 main:574] : INFO : Epoch 1838 | loss: 0.0309407 | val_loss: 0.0312732 | Time: 2266.93 ms [2022-03-22 00:30:47 main:574] : INFO : Epoch 1839 | loss: 0.0309518 | val_loss: 0.0312894 | Time: 2273.83 ms [2022-03-22 00:30:50 main:574] : INFO : Epoch 1840 | loss: 0.0309494 | val_loss: 0.0313072 | Time: 2291.13 ms [2022-03-22 00:30:52 main:574] : INFO : Epoch 1841 | loss: 0.0309793 | val_loss: 0.0312474 | Time: 2244.15 ms [2022-03-22 00:30:54 main:574] : INFO : Epoch 1842 | loss: 0.0309745 | val_loss: 0.0312822 | Time: 2284.61 ms [2022-03-22 00:30:56 main:574] : INFO : Epoch 1843 | loss: 0.0309677 | val_loss: 0.03131 | Time: 2345.88 ms [2022-03-22 00:30:59 main:574] : INFO : Epoch 1844 | loss: 0.0309528 | val_loss: 0.0312885 | Time: 2281.71 ms [2022-03-22 00:31:01 main:574] : INFO : Epoch 1845 | loss: 0.0309408 | val_loss: 0.0312909 | Time: 2266.88 ms [2022-03-22 00:31:03 main:574] : INFO : Epoch 1846 | loss: 0.030951 | val_loss: 0.031274 | Time: 2337.02 ms [2022-03-22 00:31:06 main:574] : INFO : Epoch 1847 | loss: 0.0309435 | val_loss: 0.0313019 | Time: 2283.52 ms [2022-03-22 00:31:08 main:574] : INFO : Epoch 1848 | loss: 0.0309417 | val_loss: 0.0313069 | Time: 2268.9 ms [2022-03-22 00:31:10 main:574] : INFO : Epoch 1849 | loss: 0.0309616 | val_loss: 0.0312738 | Time: 2287.7 ms [2022-03-22 00:31:13 main:574] : INFO : Epoch 1850 | loss: 0.0309564 | val_loss: 0.031276 | Time: 2292.23 ms [2022-03-22 00:31:15 main:574] : INFO : Epoch 1851 | loss: 0.0309537 | val_loss: 0.0313053 | Time: 2255.19 ms [2022-03-22 00:31:17 main:574] : INFO : Epoch 1852 | loss: 0.0309468 | val_loss: 0.0312889 | Time: 2314.83 ms [2022-03-22 00:31:19 main:574] : INFO : Epoch 1853 | loss: 0.030946 | val_loss: 0.0312975 | Time: 2238.2 ms [2022-03-22 00:31:22 main:574] : INFO : Epoch 1854 | loss: 0.0309514 | val_loss: 0.031276 | Time: 2299.88 ms [2022-03-22 00:31:24 main:574] : INFO : Epoch 1855 | loss: 0.0309466 | val_loss: 0.0312817 | Time: 2270.95 ms [2022-03-22 00:31:26 main:574] : INFO : Epoch 1856 | loss: 0.0309492 | val_loss: 0.0312763 | Time: 2290.78 ms [2022-03-22 00:31:29 main:574] : INFO : Epoch 1857 | loss: 0.0309466 | val_loss: 0.0312917 | Time: 2343.34 ms [2022-03-22 00:31:31 main:574] : INFO : Epoch 1858 | loss: 0.0309514 | val_loss: 0.0312995 | Time: 2296.26 ms [2022-03-22 00:31:33 main:574] : INFO : Epoch 1859 | loss: 0.0309402 | val_loss: 0.0312869 | Time: 2274.08 ms [2022-03-22 00:31:35 main:574] : INFO : Epoch 1860 | loss: 0.030947 | val_loss: 0.0313032 | Time: 2246.52 ms [2022-03-22 00:31:38 main:574] : INFO : Epoch 1861 | loss: 0.0309483 | val_loss: 0.0313334 | Time: 2226.61 ms [2022-03-22 00:31:40 main:574] : INFO : Epoch 1862 | loss: 0.0309538 | val_loss: 0.0312713 | Time: 2250.21 ms [2022-03-22 00:31:42 main:574] : INFO : Epoch 1863 | loss: 0.0309476 | val_loss: 0.0313002 | Time: 2239.79 ms [2022-03-22 00:31:44 main:574] : INFO : Epoch 1864 | loss: 0.0309371 | val_loss: 0.0312921 | Time: 2260.71 ms [2022-03-22 00:31:47 main:574] : INFO : Epoch 1865 | loss: 0.0309462 | val_loss: 0.0312772 | Time: 2249.31 ms [2022-03-22 00:31:49 main:574] : INFO : Epoch 1866 | loss: 0.0309504 | val_loss: 0.0312688 | Time: 2248.81 ms [2022-03-22 00:31:51 main:574] : INFO : Epoch 1867 | loss: 0.0309515 | val_loss: 0.0312705 | Time: 2249.95 ms [2022-03-22 00:31:53 main:574] : INFO : Epoch 1868 | loss: 0.0309814 | val_loss: 0.0312497 | Time: 2226.73 ms [2022-03-22 00:31:56 main:574] : INFO : Epoch 1869 | loss: 0.0309568 | val_loss: 0.0312806 | Time: 2331.12 ms [2022-03-22 00:31:58 main:574] : INFO : Epoch 1870 | loss: 0.0309432 | val_loss: 0.0313066 | Time: 2289.78 ms [2022-03-22 00:32:00 main:574] : INFO : Epoch 1871 | loss: 0.0309465 | val_loss: 0.0312822 | Time: 2276.05 ms [2022-03-22 00:32:03 main:574] : INFO : Epoch 1872 | loss: 0.0309568 | val_loss: 0.0313181 | Time: 2257.62 ms [2022-03-22 00:32:05 main:574] : INFO : Epoch 1873 | loss: 0.0309468 | val_loss: 0.0312833 | Time: 2247.52 ms [2022-03-22 00:32:07 main:574] : INFO : Epoch 1874 | loss: 0.030943 | val_loss: 0.0313037 | Time: 2251.45 ms [2022-03-22 00:32:09 main:574] : INFO : Epoch 1875 | loss: 0.0309636 | val_loss: 0.0312925 | Time: 2256.74 ms [2022-03-22 00:32:12 main:574] : INFO : Epoch 1876 | loss: 0.03097 | val_loss: 0.0312904 | Time: 2290.69 ms [2022-03-22 00:32:14 main:574] : INFO : Epoch 1877 | loss: 0.0309801 | val_loss: 0.0312812 | Time: 2226.28 ms [2022-03-22 00:32:16 main:574] : INFO : Epoch 1878 | loss: 0.030962 | val_loss: 0.0312918 | Time: 2258.97 ms [2022-03-22 00:32:18 main:574] : INFO : Epoch 1879 | loss: 0.0309488 | val_loss: 0.0312748 | Time: 2306.83 ms [2022-03-22 00:32:21 main:574] : INFO : Epoch 1880 | loss: 0.0309489 | val_loss: 0.0312804 | Time: 2258.57 ms [2022-03-22 00:32:23 main:574] : INFO : Epoch 1881 | loss: 0.0309384 | val_loss: 0.0313145 | Time: 2275.62 ms [2022-03-22 00:32:25 main:574] : INFO : Epoch 1882 | loss: 0.0309483 | val_loss: 0.0312931 | Time: 2298.23 ms [2022-03-22 00:32:28 main:574] : INFO : Epoch 1883 | loss: 0.0309613 | val_loss: 0.0313052 | Time: 2295.44 ms [2022-03-22 00:32:30 main:574] : INFO : Epoch 1884 | loss: 0.0309509 | val_loss: 0.031296 | Time: 2232.88 ms [2022-03-22 00:32:32 main:574] : INFO : Epoch 1885 | loss: 0.0309586 | val_loss: 0.031273 | Time: 2263.23 ms [2022-03-22 00:32:34 main:574] : INFO : Epoch 1886 | loss: 0.0309518 | val_loss: 0.031282 | Time: 2237.56 ms [2022-03-22 00:32:37 main:574] : INFO : Epoch 1887 | loss: 0.0309456 | val_loss: 0.0313116 | Time: 2234.27 ms [2022-03-22 00:32:39 main:574] : INFO : Epoch 1888 | loss: 0.0309401 | val_loss: 0.0312857 | Time: 2314.2 ms [2022-03-22 00:32:41 main:574] : INFO : Epoch 1889 | loss: 0.0309442 | val_loss: 0.0313184 | Time: 2242.37 ms [2022-03-22 00:32:43 main:574] : INFO : Epoch 1890 | loss: 0.0309466 | val_loss: 0.0312929 | Time: 2240.56 ms [2022-03-22 00:32:46 main:574] : INFO : Epoch 1891 | loss: 0.0309397 | val_loss: 0.0312895 | Time: 2275.13 ms [2022-03-22 00:32:48 main:574] : INFO : Epoch 1892 | loss: 0.0309456 | val_loss: 0.0312744 | Time: 2226.24 ms [2022-03-22 00:32:50 main:574] : INFO : Epoch 1893 | loss: 0.0309434 | val_loss: 0.0313007 | Time: 2267.57 ms [2022-03-22 00:32:52 main:574] : INFO : Epoch 1894 | loss: 0.0309553 | val_loss: 0.0313006 | Time: 2238.97 ms [2022-03-22 00:32:55 main:574] : INFO : Epoch 1895 | loss: 0.0309528 | val_loss: 0.0312889 | Time: 2217.47 ms [2022-03-22 00:32:57 main:574] : INFO : Epoch 1896 | loss: 0.030949 | val_loss: 0.0312829 | Time: 2215.51 ms [2022-03-22 00:32:59 main:574] : INFO : Epoch 1897 | loss: 0.0309483 | val_loss: 0.0312985 | Time: 2206.45 ms [2022-03-22 00:33:01 main:574] : INFO : Epoch 1898 | loss: 0.0309435 | val_loss: 0.0312717 | Time: 2267.49 ms [2022-03-22 00:33:04 main:574] : INFO : Epoch 1899 | loss: 0.0309371 | val_loss: 0.0312985 | Time: 2276.24 ms [2022-03-22 00:33:06 main:574] : INFO : Epoch 1900 | loss: 0.0309397 | val_loss: 0.0312799 | Time: 2269.7 ms [2022-03-22 00:33:08 main:574] : INFO : Epoch 1901 | loss: 0.0310453 | val_loss: 0.0312677 | Time: 2291.04 ms [2022-03-22 00:33:10 main:574] : INFO : Epoch 1902 | loss: 0.0310025 | val_loss: 0.031258 | Time: 2257.48 ms [2022-03-22 00:33:13 main:574] : INFO : Epoch 1903 | loss: 0.0309574 | val_loss: 0.0313025 | Time: 2294.84 ms [2022-03-22 00:33:15 main:574] : INFO : Epoch 1904 | loss: 0.0309454 | val_loss: 0.0312806 | Time: 2238.2 ms [2022-03-22 00:33:17 main:574] : INFO : Epoch 1905 | loss: 0.0309531 | val_loss: 0.0313039 | Time: 2273.67 ms [2022-03-22 00:33:20 main:574] : INFO : Epoch 1906 | loss: 0.0309573 | val_loss: 0.0313074 | Time: 2243.08 ms [2022-03-22 00:33:22 main:574] : INFO : Epoch 1907 | loss: 0.0309493 | val_loss: 0.031274 | Time: 2292.19 ms [2022-03-22 00:33:24 main:574] : INFO : Epoch 1908 | loss: 0.0309429 | val_loss: 0.0313005 | Time: 2260.22 ms [2022-03-22 00:33:26 main:574] : INFO : Epoch 1909 | loss: 0.0309433 | val_loss: 0.0313018 | Time: 2241.37 ms [2022-03-22 00:33:29 main:574] : INFO : Epoch 1910 | loss: 0.0309521 | val_loss: 0.0312849 | Time: 2290.41 ms [2022-03-22 00:33:31 main:574] : INFO : Epoch 1911 | loss: 0.0309548 | val_loss: 0.0313099 | Time: 2266.56 ms [2022-03-22 00:33:33 main:574] : INFO : Epoch 1912 | loss: 0.0309527 | val_loss: 0.0312797 | Time: 2296.77 ms [2022-03-22 00:33:35 main:574] : INFO : Epoch 1913 | loss: 0.0309539 | val_loss: 0.0312966 | Time: 2264.22 ms [2022-03-22 00:33:38 main:574] : INFO : Epoch 1914 | loss: 0.0309537 | val_loss: 0.0312752 | Time: 2294.25 ms [2022-03-22 00:33:40 main:574] : INFO : Epoch 1915 | loss: 0.0309463 | val_loss: 0.0313099 | Time: 2281.49 ms [2022-03-22 00:33:42 main:574] : INFO : Epoch 1916 | loss: 0.0309565 | val_loss: 0.0312973 | Time: 2257.53 ms [2022-03-22 00:33:45 main:574] : INFO : Epoch 1917 | loss: 0.0309486 | val_loss: 0.031277 | Time: 2246.74 ms [2022-03-22 00:33:47 main:574] : INFO : Epoch 1918 | loss: 0.0309435 | val_loss: 0.0312816 | Time: 2279.57 ms [2022-03-22 00:33:49 main:574] : INFO : Epoch 1919 | loss: 0.030955 | val_loss: 0.0312833 | Time: 2275.83 ms [2022-03-22 00:33:51 main:574] : INFO : Epoch 1920 | loss: 0.0309563 | val_loss: 0.0312926 | Time: 2280.04 ms [2022-03-22 00:33:54 main:574] : INFO : Epoch 1921 | loss: 0.0309526 | val_loss: 0.0312833 | Time: 2322.12 ms [2022-03-22 00:33:56 main:574] : INFO : Epoch 1922 | loss: 0.0309493 | val_loss: 0.0312843 | Time: 2279.72 ms [2022-03-22 00:33:58 main:574] : INFO : Epoch 1923 | loss: 0.0309462 | val_loss: 0.0312799 | Time: 2269.22 ms [2022-03-22 00:34:01 main:574] : INFO : Epoch 1924 | loss: 0.0309507 | val_loss: 0.0312816 | Time: 2229.47 ms [2022-03-22 00:34:03 main:574] : INFO : Epoch 1925 | loss: 0.0309556 | val_loss: 0.0312631 | Time: 2303.85 ms [2022-03-22 00:34:05 main:574] : INFO : Epoch 1926 | loss: 0.0309457 | val_loss: 0.0313276 | Time: 2265.08 ms [2022-03-22 00:34:07 main:574] : INFO : Epoch 1927 | loss: 0.0309456 | val_loss: 0.0312958 | Time: 2251.81 ms [2022-03-22 00:34:10 main:574] : INFO : Epoch 1928 | loss: 0.0309535 | val_loss: 0.0312721 | Time: 2267.67 ms [2022-03-22 00:34:12 main:574] : INFO : Epoch 1929 | loss: 0.030952 | val_loss: 0.0312989 | Time: 2285.63 ms [2022-03-22 00:34:14 main:574] : INFO : Epoch 1930 | loss: 0.0309537 | val_loss: 0.0312767 | Time: 2290.29 ms [2022-03-22 00:34:17 main:574] : INFO : Epoch 1931 | loss: 0.0309521 | val_loss: 0.031268 | Time: 2277.08 ms [2022-03-22 00:34:19 main:574] : INFO : Epoch 1932 | loss: 0.030948 | val_loss: 0.0312707 | Time: 2297.51 ms [2022-03-22 00:34:21 main:574] : INFO : Epoch 1933 | loss: 0.0309525 | val_loss: 0.031302 | Time: 2243.89 ms [2022-03-22 00:34:23 main:574] : INFO : Epoch 1934 | loss: 0.0309504 | val_loss: 0.0312964 | Time: 2285.21 ms [2022-03-22 00:34:26 main:574] : INFO : Epoch 1935 | loss: 0.0309483 | val_loss: 0.0312842 | Time: 2272.94 ms [2022-03-22 00:34:28 main:574] : INFO : Epoch 1936 | loss: 0.0309437 | val_loss: 0.0313134 | Time: 2253.04 ms [2022-03-22 00:34:30 main:574] : INFO : Epoch 1937 | loss: 0.0309459 | val_loss: 0.0312888 | Time: 2270.5 ms [2022-03-22 00:34:32 main:574] : INFO : Epoch 1938 | loss: 0.0309516 | val_loss: 0.0312806 | Time: 2268.93 ms [2022-03-22 00:34:35 main:574] : INFO : Epoch 1939 | loss: 0.0309481 | val_loss: 0.0312929 | Time: 2244.4 ms [2022-03-22 00:34:37 main:574] : INFO : Epoch 1940 | loss: 0.0309394 | val_loss: 0.0313118 | Time: 2291.79 ms [2022-03-22 00:34:39 main:574] : INFO : Epoch 1941 | loss: 0.0309381 | val_loss: 0.0312722 | Time: 2275.81 ms [2022-03-22 00:34:42 main:574] : INFO : Epoch 1942 | loss: 0.0309383 | val_loss: 0.0313126 | Time: 2278.85 ms [2022-03-22 00:34:44 main:574] : INFO : Epoch 1943 | loss: 0.0309368 | val_loss: 0.0312888 | Time: 2246.25 ms [2022-03-22 00:34:46 main:574] : INFO : Epoch 1944 | loss: 0.0309501 | val_loss: 0.0312913 | Time: 2244.71 ms [2022-03-22 00:34:48 main:574] : INFO : Epoch 1945 | loss: 0.0309528 | val_loss: 0.0313001 | Time: 2277.53 ms [2022-03-22 00:34:51 main:574] : INFO : Epoch 1946 | loss: 0.030964 | val_loss: 0.03128 | Time: 2282.08 ms [2022-03-22 00:34:53 main:574] : INFO : Epoch 1947 | loss: 0.0309545 | val_loss: 0.0312718 | Time: 2273.65 ms [2022-03-22 00:34:55 main:574] : INFO : Epoch 1948 | loss: 0.0309538 | val_loss: 0.0312773 | Time: 2260.36 ms [2022-03-22 00:34:57 main:574] : INFO : Epoch 1949 | loss: 0.0309623 | val_loss: 0.0313022 | Time: 2242.14 ms [2022-03-22 00:35:00 main:574] : INFO : Epoch 1950 | loss: 0.0309523 | val_loss: 0.0312957 | Time: 2250.68 ms [2022-03-22 00:35:02 main:574] : INFO : Epoch 1951 | loss: 0.0309413 | val_loss: 0.0312977 | Time: 2276.41 ms [2022-03-22 00:35:04 main:574] : INFO : Epoch 1952 | loss: 0.0309512 | val_loss: 0.0312704 | Time: 2272.44 ms [2022-03-22 00:35:07 main:574] : INFO : Epoch 1953 | loss: 0.0309566 | val_loss: 0.0312837 | Time: 2281.22 ms [2022-03-22 00:35:09 main:574] : INFO : Epoch 1954 | loss: 0.0309511 | val_loss: 0.0313111 | Time: 2314.79 ms [2022-03-22 00:35:11 main:574] : INFO : Epoch 1955 | loss: 0.0309398 | val_loss: 0.0313118 | Time: 2302.11 ms [2022-03-22 00:35:13 main:574] : INFO : Epoch 1956 | loss: 0.0309419 | val_loss: 0.0312849 | Time: 2262.02 ms [2022-03-22 00:35:16 main:574] : INFO : Epoch 1957 | loss: 0.0309469 | val_loss: 0.0312732 | Time: 2306.56 ms [2022-03-22 00:35:18 main:574] : INFO : Epoch 1958 | loss: 0.0309524 | val_loss: 0.0312968 | Time: 2275.09 ms [2022-03-22 00:35:20 main:574] : INFO : Epoch 1959 | loss: 0.0309704 | val_loss: 0.031243 | Time: 2227.3 ms [2022-03-22 00:35:23 main:574] : INFO : Epoch 1960 | loss: 0.0310545 | val_loss: 0.0312454 | Time: 2252.02 ms [2022-03-22 00:35:25 main:574] : INFO : Epoch 1961 | loss: 0.0310083 | val_loss: 0.0312739 | Time: 2295.66 ms [2022-03-22 00:35:27 main:574] : INFO : Epoch 1962 | loss: 0.0309752 | val_loss: 0.0312709 | Time: 2271.59 ms [2022-03-22 00:35:29 main:574] : INFO : Epoch 1963 | loss: 0.0309658 | val_loss: 0.0312703 | Time: 2281.15 ms [2022-03-22 00:35:32 main:574] : INFO : Epoch 1964 | loss: 0.0309589 | val_loss: 0.0313156 | Time: 2277.94 ms [2022-03-22 00:35:34 main:574] : INFO : Epoch 1965 | loss: 0.0309664 | val_loss: 0.0313022 | Time: 2248.47 ms [2022-03-22 00:35:36 main:574] : INFO : Epoch 1966 | loss: 0.0309566 | val_loss: 0.0312814 | Time: 2293.65 ms [2022-03-22 00:35:38 main:574] : INFO : Epoch 1967 | loss: 0.0309618 | val_loss: 0.0313069 | Time: 2222.34 ms [2022-03-22 00:35:41 main:574] : INFO : Epoch 1968 | loss: 0.0309533 | val_loss: 0.0312759 | Time: 2303.44 ms [2022-03-22 00:35:43 main:574] : INFO : Epoch 1969 | loss: 0.0309537 | val_loss: 0.0313162 | Time: 2261.08 ms [2022-03-22 00:35:45 main:574] : INFO : Epoch 1970 | loss: 0.0309508 | val_loss: 0.031307 | Time: 2311.27 ms [2022-03-22 00:35:48 main:574] : INFO : Epoch 1971 | loss: 0.0309473 | val_loss: 0.0313007 | Time: 2269.5 ms [2022-03-22 00:35:50 main:574] : INFO : Epoch 1972 | loss: 0.0309424 | val_loss: 0.0313202 | Time: 2280.6 ms [2022-03-22 00:35:52 main:574] : INFO : Epoch 1973 | loss: 0.0309459 | val_loss: 0.0313082 | Time: 2236.32 ms [2022-03-22 00:35:54 main:574] : INFO : Epoch 1974 | loss: 0.0309371 | val_loss: 0.0312618 | Time: 2254.46 ms [2022-03-22 00:35:57 main:574] : INFO : Epoch 1975 | loss: 0.0309507 | val_loss: 0.0313082 | Time: 2271.74 ms [2022-03-22 00:35:59 main:574] : INFO : Epoch 1976 | loss: 0.0309431 | val_loss: 0.0312801 | Time: 2275.56 ms [2022-03-22 00:36:01 main:574] : INFO : Epoch 1977 | loss: 0.0309352 | val_loss: 0.0313173 | Time: 2290.38 ms [2022-03-22 00:36:04 main:574] : INFO : Epoch 1978 | loss: 0.0309391 | val_loss: 0.0312907 | Time: 2253.49 ms [2022-03-22 00:36:06 main:574] : INFO : Epoch 1979 | loss: 0.0309503 | val_loss: 0.0312856 | Time: 2294.91 ms [2022-03-22 00:36:08 main:574] : INFO : Epoch 1980 | loss: 0.0309462 | val_loss: 0.0312967 | Time: 2271.24 ms [2022-03-22 00:36:10 main:574] : INFO : Epoch 1981 | loss: 0.0309416 | val_loss: 0.031341 | Time: 2245.83 ms [2022-03-22 00:36:13 main:574] : INFO : Epoch 1982 | loss: 0.0309531 | val_loss: 0.0312953 | Time: 2306.53 ms [2022-03-22 00:36:15 main:574] : INFO : Epoch 1983 | loss: 0.0309518 | val_loss: 0.0312937 | Time: 2248.16 ms [2022-03-22 00:36:17 main:574] : INFO : Epoch 1984 | loss: 0.0309395 | val_loss: 0.0312972 | Time: 2278.63 ms [2022-03-22 00:36:20 main:574] : INFO : Epoch 1985 | loss: 0.0309486 | val_loss: 0.0312837 | Time: 2300.26 ms [2022-03-22 00:36:22 main:574] : INFO : Epoch 1986 | loss: 0.0309526 | val_loss: 0.0312785 | Time: 2270.96 ms [2022-03-22 00:36:24 main:574] : INFO : Epoch 1987 | loss: 0.0309584 | val_loss: 0.0312777 | Time: 2274.75 ms [2022-03-22 00:36:26 main:574] : INFO : Epoch 1988 | loss: 0.0309465 | val_loss: 0.0313024 | Time: 2261.52 ms [2022-03-22 00:36:29 main:574] : INFO : Epoch 1989 | loss: 0.030951 | val_loss: 0.0313042 | Time: 2304.57 ms [2022-03-22 00:36:31 main:574] : INFO : Epoch 1990 | loss: 0.0309499 | val_loss: 0.0312924 | Time: 2274.16 ms [2022-03-22 00:36:33 main:574] : INFO : Epoch 1991 | loss: 0.0309434 | val_loss: 0.0312743 | Time: 2255.36 ms [2022-03-22 00:36:36 main:574] : INFO : Epoch 1992 | loss: 0.0309372 | val_loss: 0.0313043 | Time: 2344.66 ms [2022-03-22 00:36:38 main:574] : INFO : Epoch 1993 | loss: 0.0309466 | val_loss: 0.0313056 | Time: 2281.23 ms [2022-03-22 00:36:40 main:574] : INFO : Epoch 1994 | loss: 0.0309579 | val_loss: 0.031281 | Time: 2248.98 ms [2022-03-22 00:36:42 main:574] : INFO : Epoch 1995 | loss: 0.0309494 | val_loss: 0.0313009 | Time: 2272.46 ms [2022-03-22 00:36:45 main:574] : INFO : Epoch 1996 | loss: 0.0309406 | val_loss: 0.0312935 | Time: 2250.19 ms [2022-03-22 00:36:47 main:574] : INFO : Epoch 1997 | loss: 0.0309384 | val_loss: 0.0313066 | Time: 2262.87 ms [2022-03-22 00:36:49 main:574] : INFO : Epoch 1998 | loss: 0.0310291 | val_loss: 0.0312308 | Time: 2291.37 ms [2022-03-22 00:36:51 main:574] : INFO : Epoch 1999 | loss: 0.0310483 | val_loss: 0.0312517 | Time: 2278.98 ms [2022-03-22 00:36:54 main:574] : INFO : Epoch 2000 | loss: 0.031002 | val_loss: 0.0312434 | Time: 2274.9 ms [2022-03-22 00:36:56 main:574] : INFO : Epoch 2001 | loss: 0.0309712 | val_loss: 0.0312657 | Time: 2251.63 ms [2022-03-22 00:36:58 main:574] : INFO : Epoch 2002 | loss: 0.0309641 | val_loss: 0.0312842 | Time: 2246.95 ms [2022-03-22 00:37:01 main:574] : INFO : Epoch 2003 | loss: 0.0309521 | val_loss: 0.0312627 | Time: 2298.12 ms [2022-03-22 00:37:03 main:574] : INFO : Epoch 2004 | loss: 0.0309575 | val_loss: 0.0312791 | Time: 2268.81 ms [2022-03-22 00:37:05 main:574] : INFO : Epoch 2005 | loss: 0.0309582 | val_loss: 0.031315 | Time: 2254.97 ms [2022-03-22 00:37:07 main:574] : INFO : Epoch 2006 | loss: 0.0309536 | val_loss: 0.0312744 | Time: 2296.85 ms [2022-03-22 00:37:10 main:574] : INFO : Epoch 2007 | loss: 0.0309495 | val_loss: 0.0313001 | Time: 2301.53 ms [2022-03-22 00:37:12 main:574] : INFO : Epoch 2008 | loss: 0.0309496 | val_loss: 0.0313102 | Time: 2192.54 ms [2022-03-22 00:37:14 main:574] : INFO : Epoch 2009 | loss: 0.0309473 | val_loss: 0.0312761 | Time: 2256.31 ms [2022-03-22 00:37:16 main:574] : INFO : Epoch 2010 | loss: 0.0309496 | val_loss: 0.0312988 | Time: 2296.73 ms [2022-03-22 00:37:19 main:574] : INFO : Epoch 2011 | loss: 0.0309483 | val_loss: 0.0313014 | Time: 2295.32 ms [2022-03-22 00:37:21 main:574] : INFO : Epoch 2012 | loss: 0.0309498 | val_loss: 0.0313162 | Time: 2322.95 ms [2022-03-22 00:37:23 main:574] : INFO : Epoch 2013 | loss: 0.0309461 | val_loss: 0.0313061 | Time: 2315.45 ms [2022-03-22 00:37:26 main:574] : INFO : Epoch 2014 | loss: 0.0309495 | val_loss: 0.0312988 | Time: 2297.36 ms [2022-03-22 00:37:28 main:574] : INFO : Epoch 2015 | loss: 0.0309393 | val_loss: 0.0312933 | Time: 2258.04 ms [2022-03-22 00:37:30 main:574] : INFO : Epoch 2016 | loss: 0.030947 | val_loss: 0.0312772 | Time: 2273.18 ms [2022-03-22 00:37:33 main:574] : INFO : Epoch 2017 | loss: 0.0309517 | val_loss: 0.0312875 | Time: 2289.87 ms [2022-03-22 00:37:35 main:574] : INFO : Epoch 2018 | loss: 0.0309601 | val_loss: 0.031288 | Time: 2258.63 ms [2022-03-22 00:37:37 main:574] : INFO : Epoch 2019 | loss: 0.0309545 | val_loss: 0.0312705 | Time: 2251.62 ms [2022-03-22 00:37:39 main:574] : INFO : Epoch 2020 | loss: 0.0309494 | val_loss: 0.0313013 | Time: 2269.94 ms [2022-03-22 00:37:42 main:574] : INFO : Epoch 2021 | loss: 0.0309474 | val_loss: 0.0312899 | Time: 2262.35 ms [2022-03-22 00:37:44 main:574] : INFO : Epoch 2022 | loss: 0.030954 | val_loss: 0.0312805 | Time: 2246.41 ms [2022-03-22 00:37:46 main:574] : INFO : Epoch 2023 | loss: 0.0309583 | val_loss: 0.0312835 | Time: 2251.88 ms [2022-03-22 00:37:48 main:574] : INFO : Epoch 2024 | loss: 0.0309644 | val_loss: 0.0313212 | Time: 2302.94 ms [2022-03-22 00:37:51 main:574] : INFO : Epoch 2025 | loss: 0.0309515 | val_loss: 0.0312763 | Time: 2257.22 ms [2022-03-22 00:37:53 main:574] : INFO : Epoch 2026 | loss: 0.0309461 | val_loss: 0.0312861 | Time: 2250.64 ms [2022-03-22 00:37:55 main:574] : INFO : Epoch 2027 | loss: 0.0309473 | val_loss: 0.0312823 | Time: 2240.81 ms [2022-03-22 00:37:57 main:574] : INFO : Epoch 2028 | loss: 0.0309486 | val_loss: 0.0312784 | Time: 2261.7 ms [2022-03-22 00:38:00 main:574] : INFO : Epoch 2029 | loss: 0.0309533 | val_loss: 0.0313047 | Time: 2266.63 ms [2022-03-22 00:38:02 main:574] : INFO : Epoch 2030 | loss: 0.030939 | val_loss: 0.0313103 | Time: 2322.45 ms [2022-03-22 00:38:04 main:574] : INFO : Epoch 2031 | loss: 0.0309487 | val_loss: 0.0312926 | Time: 2252.99 ms [2022-03-22 00:38:07 main:574] : INFO : Epoch 2032 | loss: 0.0309576 | val_loss: 0.0312848 | Time: 2258.78 ms [2022-03-22 00:38:09 main:574] : INFO : Epoch 2033 | loss: 0.030953 | val_loss: 0.031268 | Time: 2203.51 ms [2022-03-22 00:38:11 main:574] : INFO : Epoch 2034 | loss: 0.0309396 | val_loss: 0.0313132 | Time: 2281.02 ms [2022-03-22 00:38:13 main:574] : INFO : Epoch 2035 | loss: 0.0309412 | val_loss: 0.0312835 | Time: 2223.62 ms [2022-03-22 00:38:16 main:574] : INFO : Epoch 2036 | loss: 0.0309441 | val_loss: 0.0313064 | Time: 2267.81 ms [2022-03-22 00:38:18 main:574] : INFO : Epoch 2037 | loss: 0.0309362 | val_loss: 0.0313098 | Time: 2273.04 ms [2022-03-22 00:38:20 main:574] : INFO : Epoch 2038 | loss: 0.0309474 | val_loss: 0.0312777 | Time: 2286.34 ms [2022-03-22 00:38:22 main:574] : INFO : Epoch 2039 | loss: 0.0309483 | val_loss: 0.0312756 | Time: 2220.36 ms [2022-03-22 00:38:25 main:574] : INFO : Epoch 2040 | loss: 0.0309451 | val_loss: 0.0312607 | Time: 2215.35 ms [2022-03-22 00:38:27 main:574] : INFO : Epoch 2041 | loss: 0.0309585 | val_loss: 0.0313111 | Time: 2209.81 ms [2022-03-22 00:38:29 main:574] : INFO : Epoch 2042 | loss: 0.0309502 | val_loss: 0.0312956 | Time: 2292.71 ms [2022-03-22 00:38:31 main:574] : INFO : Epoch 2043 | loss: 0.0309496 | val_loss: 0.0312845 | Time: 2303.82 ms [2022-03-22 00:38:34 main:574] : INFO : Epoch 2044 | loss: 0.0309483 | val_loss: 0.031287 | Time: 2280.78 ms [2022-03-22 00:38:36 main:574] : INFO : Epoch 2045 | loss: 0.0309511 | val_loss: 0.0312765 | Time: 2249.08 ms [2022-03-22 00:38:38 main:574] : INFO : Epoch 2046 | loss: 0.0310783 | val_loss: 0.0312175 | Time: 2273.72 ms [2022-03-22 00:38:41 main:574] : INFO : Epoch 2047 | loss: 0.0310984 | val_loss: 0.0312038 | Time: 2290.86 ms [2022-03-22 00:38:43 main:574] : INFO : Epoch 2048 | loss: 0.0310532 | val_loss: 0.0312327 | Time: 2267.01 ms [2022-03-22 00:38:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312327 [2022-03-22 00:38:43 main:603] : INFO : Saving end state to config to file [2022-03-22 00:38:43 main:608] : INFO : Success, exiting.. 00:38:43 (19224): 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)