Task 10018779
| Name | ParityModified-1639958228-15085-0_0 |
| Workunit | 7397510 |
| Created | 19 Dec 2021, 23:57:12 UTC |
| Sent | 2 Jan 2022, 0:35:07 UTC |
| Report deadline | 10 Jan 2022, 0:35:07 UTC |
| Received | 2 Jan 2022, 13:52:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10776 |
| Run time | 1 hours 16 min 59 sec |
| CPU time | 1 hours 16 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2 main:581] : INFO : Epoch 1538 | loss: 0.0310821 | val_loss: 0.0312757 | Time: 2267.21 ms [2022-01-02 13:32:54 main:581] : INFO : Epoch 1539 | loss: 0.0310567 | val_loss: 0.0312866 | Time: 2258.55 ms [2022-01-02 13:32:56 main:581] : INFO : Epoch 1540 | loss: 0.0310492 | val_loss: 0.0312871 | Time: 2288.21 ms [2022-01-02 13:32:59 main:581] : INFO : Epoch 1541 | loss: 0.0310477 | val_loss: 0.0312979 | Time: 2269.63 ms [2022-01-02 13:33:01 main:581] : INFO : Epoch 1542 | loss: 0.0310465 | val_loss: 0.0312805 | Time: 2291.15 ms [2022-01-02 13:33:03 main:581] : INFO : Epoch 1543 | loss: 0.0310438 | val_loss: 0.0312745 | Time: 2275.97 ms [2022-01-02 13:33:05 main:581] : INFO : Epoch 1544 | loss: 0.0310437 | val_loss: 0.0313024 | Time: 2276.76 ms [2022-01-02 13:33:08 main:581] : INFO : Epoch 1545 | loss: 0.0310433 | val_loss: 0.0313003 | Time: 2339.53 ms [2022-01-02 13:33:10 main:581] : INFO : Epoch 1546 | loss: 0.0310452 | val_loss: 0.0312854 | Time: 2286.37 ms [2022-01-02 13:33:12 main:581] : INFO : Epoch 1547 | loss: 0.0310437 | val_loss: 0.0312734 | Time: 2319.52 ms [2022-01-02 13:33:15 main:581] : INFO : Epoch 1548 | loss: 0.0310421 | val_loss: 0.03129 | Time: 2283.37 ms [2022-01-02 13:33:17 main:581] : INFO : Epoch 1549 | loss: 0.0310362 | val_loss: 0.031301 | Time: 2260.27 ms [2022-01-02 13:33:19 main:581] : INFO : Epoch 1550 | loss: 0.0310436 | val_loss: 0.0312853 | Time: 2240.32 ms [2022-01-02 13:33:21 main:581] : INFO : Epoch 1551 | loss: 0.0310458 | val_loss: 0.0312966 | Time: 2238.29 ms [2022-01-02 13:33:24 main:581] : INFO : Epoch 1552 | loss: 0.0310472 | val_loss: 0.0312863 | Time: 2247.4 ms [2022-01-02 13:33:26 main:581] : INFO : Epoch 1553 | loss: 0.0310405 | val_loss: 0.031314 | Time: 2231.94 ms [2022-01-02 13:33:28 main:581] : INFO : Epoch 1554 | loss: 0.0310416 | val_loss: 0.0312652 | Time: 2243.35 ms [2022-01-02 13:33:30 main:581] : INFO : Epoch 1555 | loss: 0.031052 | val_loss: 0.0312845 | Time: 2305.72 ms [2022-01-02 13:33:33 main:581] : INFO : Epoch 1556 | loss: 0.0310498 | val_loss: 0.0312834 | Time: 2246.4 ms [2022-01-02 13:33:35 main:581] : INFO : Epoch 1557 | loss: 0.0310471 | val_loss: 0.0312902 | Time: 2244.91 ms [2022-01-02 13:33:37 main:581] : INFO : Epoch 1558 | loss: 0.0310587 | val_loss: 0.0312795 | Time: 2239.75 ms [2022-01-02 13:33:39 main:581] : INFO : Epoch 1559 | loss: 0.0310501 | val_loss: 0.0312771 | Time: 2232.38 ms [2022-01-02 13:33:42 main:581] : INFO : Epoch 1560 | loss: 0.0310462 | val_loss: 0.0312862 | Time: 2233.2 ms [2022-01-02 13:33:44 main:581] : INFO : Epoch 1561 | loss: 0.0310455 | val_loss: 0.0312799 | Time: 2234.63 ms [2022-01-02 13:33:46 main:581] : INFO : Epoch 1562 | loss: 0.0310392 | val_loss: 0.0312952 | Time: 2226.91 ms [2022-01-02 13:33:48 main:581] : INFO : Epoch 1563 | loss: 0.031044 | val_loss: 0.0312807 | Time: 2232.19 ms [2022-01-02 13:33:51 main:581] : INFO : Epoch 1564 | loss: 0.0310511 | val_loss: 0.0312938 | Time: 2232.41 ms [2022-01-02 13:33:53 main:581] : INFO : Epoch 1565 | loss: 0.031056 | val_loss: 0.0312857 | Time: 2232.31 ms [2022-01-02 13:33:55 main:581] : INFO : Epoch 1566 | loss: 0.0311842 | val_loss: 0.0314137 | Time: 2244.19 ms [2022-01-02 13:33:57 main:581] : INFO : Epoch 1567 | loss: 0.0322692 | val_loss: 0.0320375 | Time: 2253.5 ms [2022-01-02 13:34:00 main:581] : INFO : Epoch 1568 | loss: 0.0315074 | val_loss: 0.0314668 | Time: 2341.51 ms [2022-01-02 13:34:02 main:581] : INFO : Epoch 1569 | loss: 0.0313577 | val_loss: 0.03126 | Time: 2307.27 ms [2022-01-02 13:34:04 main:581] : INFO : Epoch 1570 | loss: 0.0312613 | val_loss: 0.0312503 | Time: 2327.85 ms [2022-01-02 13:34:07 main:581] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312477 | Time: 2308.37 ms [2022-01-02 13:34:09 main:581] : INFO : Epoch 1572 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 2303.13 ms [2022-01-02 13:34:11 main:581] : INFO : Epoch 1573 | loss: 0.0312406 | val_loss: 0.0312371 | Time: 2313.47 ms [2022-01-02 13:34:13 main:581] : INFO : Epoch 1574 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 2311.02 ms [2022-01-02 13:34:16 main:581] : INFO : Epoch 1575 | loss: 0.0312268 | val_loss: 0.0312295 | Time: 2310.28 ms [2022-01-02 13:34:18 main:581] : INFO : Epoch 1576 | loss: 0.0312244 | val_loss: 0.0312107 | Time: 2278.27 ms [2022-01-02 13:34:20 main:581] : INFO : Epoch 1577 | loss: 0.0312009 | val_loss: 0.0312032 | Time: 2306.44 ms [2022-01-02 13:34:23 main:581] : INFO : Epoch 1578 | loss: 0.0311996 | val_loss: 0.0312003 | Time: 2273.68 ms [2022-01-02 13:34:25 main:581] : INFO : Epoch 1579 | loss: 0.0311918 | val_loss: 0.0311984 | Time: 2280.42 ms [2022-01-02 13:34:27 main:581] : INFO : Epoch 1580 | loss: 0.031189 | val_loss: 0.0311958 | Time: 2256.38 ms [2022-01-02 13:34:29 main:581] : INFO : Epoch 1581 | loss: 0.0311874 | val_loss: 0.0311917 | Time: 2271.43 ms [2022-01-02 13:34:32 main:581] : INFO : Epoch 1582 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 2287.59 ms [2022-01-02 13:34:34 main:581] : INFO : Epoch 1583 | loss: 0.0311859 | val_loss: 0.0311974 | Time: 2267.22 ms [2022-01-02 13:34:36 main:581] : INFO : Epoch 1584 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 2289.51 ms [2022-01-02 13:34:39 main:581] : INFO : Epoch 1585 | loss: 0.0311783 | val_loss: 0.031188 | Time: 2275.78 ms [2022-01-02 13:34:41 main:581] : INFO : Epoch 1586 | loss: 0.0311829 | val_loss: 0.0311891 | Time: 2285.67 ms [2022-01-02 13:34:43 main:581] : INFO : Epoch 1587 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 2277.59 ms [2022-01-02 13:34:45 main:581] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.0311849 | Time: 2278.51 ms [2022-01-02 13:34:48 main:581] : INFO : Epoch 1589 | loss: 0.0311725 | val_loss: 0.0311841 | Time: 2289.45 ms [2022-01-02 13:34:50 main:581] : INFO : Epoch 1590 | loss: 0.0311723 | val_loss: 0.0311848 | Time: 2327.89 ms [2022-01-02 13:34:52 main:581] : INFO : Epoch 1591 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 2282.51 ms [2022-01-02 13:34:55 main:581] : INFO : Epoch 1592 | loss: 0.0311705 | val_loss: 0.031187 | Time: 2301.25 ms [2022-01-02 13:34:57 main:581] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.031186 | Time: 2341.59 ms [2022-01-02 13:34:59 main:581] : INFO : Epoch 1594 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 2297.27 ms [2022-01-02 13:35:02 main:581] : INFO : Epoch 1595 | loss: 0.0311666 | val_loss: 0.0311856 | Time: 2311.18 ms [2022-01-02 13:35:04 main:581] : INFO : Epoch 1596 | loss: 0.0311691 | val_loss: 0.0311839 | Time: 2293.04 ms [2022-01-02 13:35:06 main:581] : INFO : Epoch 1597 | loss: 0.031168 | val_loss: 0.0311829 | Time: 2298.77 ms [2022-01-02 13:35:09 main:581] : INFO : Epoch 1598 | loss: 0.0311648 | val_loss: 0.0311841 | Time: 2392.9 ms [2022-01-02 13:35:11 main:581] : INFO : Epoch 1599 | loss: 0.0311637 | val_loss: 0.0311825 | Time: 2308.9 ms [2022-01-02 13:35:13 main:581] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 2247.01 ms [2022-01-02 13:35:15 main:581] : INFO : Epoch 1601 | loss: 0.0311649 | val_loss: 0.0311833 | Time: 2240.37 ms [2022-01-02 13:35:18 main:581] : INFO : Epoch 1602 | loss: 0.0311648 | val_loss: 0.0311964 | Time: 2257.91 ms [2022-01-02 13:35:20 main:581] : INFO : Epoch 1603 | loss: 0.0311676 | val_loss: 0.0311866 | Time: 2237.42 ms [2022-01-02 13:35:22 main:581] : INFO : Epoch 1604 | loss: 0.0311654 | val_loss: 0.0311883 | Time: 2241.24 ms [2022-01-02 13:35:24 main:581] : INFO : Epoch 1605 | loss: 0.0311649 | val_loss: 0.0311862 | Time: 2239.24 ms [2022-01-02 13:35:27 main:581] : INFO : Epoch 1606 | loss: 0.0311618 | val_loss: 0.0311848 | Time: 2246.56 ms [2022-01-02 13:35:29 main:581] : INFO : Epoch 1607 | loss: 0.0311594 | val_loss: 0.0311839 | Time: 2269.95 ms [2022-01-02 13:35:31 main:581] : INFO : Epoch 1608 | loss: 0.0311606 | val_loss: 0.0311827 | Time: 2341.99 ms [2022-01-02 13:35:34 main:581] : INFO : Epoch 1609 | loss: 0.0311593 | val_loss: 0.0311824 | Time: 2386.58 ms [2022-01-02 13:35:36 main:581] : INFO : Epoch 1610 | loss: 0.0311581 | val_loss: 0.031184 | Time: 2327.76 ms [2022-01-02 13:35:38 main:581] : INFO : Epoch 1611 | loss: 0.0311597 | val_loss: 0.0311837 | Time: 2305.72 ms [2022-01-02 13:35:41 main:581] : INFO : Epoch 1612 | loss: 0.0311567 | val_loss: 0.0311853 | Time: 2319.86 ms [2022-01-02 13:35:43 main:581] : INFO : Epoch 1613 | loss: 0.0311588 | val_loss: 0.0311838 | Time: 2275.54 ms [2022-01-02 13:35:45 main:581] : INFO : Epoch 1614 | loss: 0.031156 | val_loss: 0.0311852 | Time: 2261.94 ms [2022-01-02 13:35:47 main:581] : INFO : Epoch 1615 | loss: 0.0311582 | val_loss: 0.0311868 | Time: 2261.73 ms [2022-01-02 13:35:50 main:581] : INFO : Epoch 1616 | loss: 0.0311559 | val_loss: 0.0311844 | Time: 2275.73 ms [2022-01-02 13:35:52 main:581] : INFO : Epoch 1617 | loss: 0.0311554 | val_loss: 0.0311849 | Time: 2283.21 ms [2022-01-02 13:35:54 main:581] : INFO : Epoch 1618 | loss: 0.0311541 | val_loss: 0.0311839 | Time: 2318.57 ms [2022-01-02 13:35:57 main:581] : INFO : Epoch 1619 | loss: 0.0311537 | val_loss: 0.0311859 | Time: 2375.17 ms [2022-01-02 13:35:59 main:581] : INFO : Epoch 1620 | loss: 0.031153 | val_loss: 0.0311846 | Time: 2358.19 ms [2022-01-02 13:36:01 main:581] : INFO : Epoch 1621 | loss: 0.0311522 | val_loss: 0.0311872 | Time: 2347.81 ms [2022-01-02 13:36:04 main:581] : INFO : Epoch 1622 | loss: 0.0311539 | val_loss: 0.0311893 | Time: 2400.15 ms [2022-01-02 13:36:06 main:581] : INFO : Epoch 1623 | loss: 0.0311565 | val_loss: 0.0311844 | Time: 2365.72 ms [2022-01-02 13:36:08 main:581] : INFO : Epoch 1624 | loss: 0.0311578 | val_loss: 0.0311886 | Time: 2360.78 ms [2022-01-02 13:36:11 main:581] : INFO : Epoch 1625 | loss: 0.0311582 | val_loss: 0.0311851 | Time: 2321.79 ms [2022-01-02 13:36:13 main:581] : INFO : Epoch 1626 | loss: 0.0311568 | val_loss: 0.0311881 | Time: 2424.26 ms [2022-01-02 13:36:16 main:581] : INFO : Epoch 1627 | loss: 0.0311553 | val_loss: 0.0311853 | Time: 2388.06 ms [2022-01-02 13:36:18 main:581] : INFO : Epoch 1628 | loss: 0.031151 | val_loss: 0.0311829 | Time: 2336.1 ms [2022-01-02 13:36:20 main:581] : INFO : Epoch 1629 | loss: 0.0311513 | val_loss: 0.0311849 | Time: 2355.23 ms [2022-01-02 13:36:23 main:581] : INFO : Epoch 1630 | loss: 0.0311512 | val_loss: 0.0311885 | Time: 2344.77 ms [2022-01-02 13:36:25 main:581] : INFO : Epoch 1631 | loss: 0.0311522 | val_loss: 0.0311872 | Time: 2344.63 ms [2022-01-02 13:36:27 main:581] : INFO : Epoch 1632 | loss: 0.0311529 | val_loss: 0.0311871 | Time: 2345.95 ms [2022-01-02 13:36:30 main:581] : INFO : Epoch 1633 | loss: 0.0311488 | val_loss: 0.0311852 | Time: 2301.77 ms [2022-01-02 13:36:32 main:581] : INFO : Epoch 1634 | loss: 0.0311484 | val_loss: 0.0311847 | Time: 2384.47 ms [2022-01-02 13:36:34 main:581] : INFO : Epoch 1635 | loss: 0.0311495 | val_loss: 0.0311863 | Time: 2341.02 ms [2022-01-02 13:36:37 main:581] : INFO : Epoch 1636 | loss: 0.0311527 | val_loss: 0.0311867 | Time: 2359.49 ms [2022-01-02 13:36:39 main:581] : INFO : Epoch 1637 | loss: 0.0311505 | val_loss: 0.0311896 | Time: 2304.83 ms [2022-01-02 13:36:41 main:581] : INFO : Epoch 1638 | loss: 0.0311504 | val_loss: 0.0311884 | Time: 2362.62 ms [2022-01-02 13:36:44 main:581] : INFO : Epoch 1639 | loss: 0.0311493 | val_loss: 0.031191 | Time: 2314.71 ms [2022-01-02 13:36:46 main:581] : INFO : Epoch 1640 | loss: 0.0311491 | val_loss: 0.0311874 | Time: 2324.64 ms [2022-01-02 13:36:48 main:581] : INFO : Epoch 1641 | loss: 0.0311504 | val_loss: 0.0311924 | Time: 2313.28 ms [2022-01-02 13:36:51 main:581] : INFO : Epoch 1642 | loss: 0.0311503 | val_loss: 0.031188 | Time: 2325.85 ms [2022-01-02 13:36:53 main:581] : INFO : Epoch 1643 | loss: 0.0311478 | val_loss: 0.0311954 | Time: 2322.66 ms [2022-01-02 13:36:55 main:581] : INFO : Epoch 1644 | loss: 0.0311465 | val_loss: 0.0311915 | Time: 2304.12 ms [2022-01-02 13:36:58 main:581] : INFO : Epoch 1645 | loss: 0.0311472 | val_loss: 0.0311851 | Time: 2311.08 ms [2022-01-02 13:37:00 main:581] : INFO : Epoch 1646 | loss: 0.0311518 | val_loss: 0.0311871 | Time: 2321.79 ms [2022-01-02 13:37:02 main:581] : INFO : Epoch 1647 | loss: 0.031162 | val_loss: 0.0311855 | Time: 2335.59 ms [2022-01-02 13:37:05 main:581] : INFO : Epoch 1648 | loss: 0.031157 | val_loss: 0.0311848 | Time: 2341.72 ms [2022-01-02 13:37:07 main:581] : INFO : Epoch 1649 | loss: 0.031154 | val_loss: 0.0311878 | Time: 2315.26 ms [2022-01-02 13:37:09 main:581] : INFO : Epoch 1650 | loss: 0.0311517 | val_loss: 0.0311882 | Time: 2310.13 ms [2022-01-02 13:37:12 main:581] : INFO : Epoch 1651 | loss: 0.0311658 | val_loss: 0.0311847 | Time: 2339.4 ms [2022-01-02 13:37:14 main:581] : INFO : Epoch 1652 | loss: 0.0311619 | val_loss: 0.0311868 | Time: 2303.64 ms [2022-01-02 13:37:16 main:581] : INFO : Epoch 1653 | loss: 0.0311613 | val_loss: 0.0311816 | Time: 2353.74 ms [2022-01-02 13:37:19 main:581] : INFO : Epoch 1654 | loss: 0.0311558 | val_loss: 0.0311816 | Time: 2333.28 ms [2022-01-02 13:37:21 main:581] : INFO : Epoch 1655 | loss: 0.0311506 | val_loss: 0.0311844 | Time: 2324.47 ms [2022-01-02 13:37:23 main:581] : INFO : Epoch 1656 | loss: 0.0311515 | val_loss: 0.031189 | Time: 2344.98 ms [2022-01-02 13:37:26 main:581] : INFO : Epoch 1657 | loss: 0.0311506 | val_loss: 0.0311819 | Time: 2354.53 ms [2022-01-02 13:37:28 main:581] : INFO : Epoch 1658 | loss: 0.0311478 | val_loss: 0.0311847 | Time: 2322.88 ms [2022-01-02 13:37:30 main:581] : INFO : Epoch 1659 | loss: 0.0311483 | val_loss: 0.0311858 | Time: 2357.84 ms [2022-01-02 13:37:33 main:581] : INFO : Epoch 1660 | loss: 0.0311458 | val_loss: 0.0311856 | Time: 2370.34 ms [2022-01-02 13:37:35 main:581] : INFO : Epoch 1661 | loss: 0.031146 | val_loss: 0.0311883 | Time: 2295.96 ms [2022-01-02 13:37:37 main:581] : INFO : Epoch 1662 | loss: 0.0311427 | val_loss: 0.0311902 | Time: 2309.8 ms [2022-01-02 13:37:40 main:581] : INFO : Epoch 1663 | loss: 0.0311435 | val_loss: 0.0311838 | Time: 2337.66 ms [2022-01-02 13:37:42 main:581] : INFO : Epoch 1664 | loss: 0.0311416 | val_loss: 0.0311898 | Time: 2324.72 ms [2022-01-02 13:37:44 main:581] : INFO : Epoch 1665 | loss: 0.0311505 | val_loss: 0.0311854 | Time: 2315.35 ms [2022-01-02 13:37:47 main:581] : INFO : Epoch 1666 | loss: 0.0311517 | val_loss: 0.0311867 | Time: 2317.8 ms [2022-01-02 13:37:49 main:581] : INFO : Epoch 1667 | loss: 0.0311482 | val_loss: 0.0311889 | Time: 2307.23 ms [2022-01-02 13:37:51 main:581] : INFO : Epoch 1668 | loss: 0.0311432 | val_loss: 0.0311863 | Time: 2311.31 ms [2022-01-02 13:37:53 main:581] : INFO : Epoch 1669 | loss: 0.0311416 | val_loss: 0.0311849 | Time: 2318.26 ms [2022-01-02 13:37:56 main:581] : INFO : Epoch 1670 | loss: 0.031141 | val_loss: 0.0311886 | Time: 2332.3 ms [2022-01-02 13:37:58 main:581] : INFO : Epoch 1671 | loss: 0.0311406 | val_loss: 0.0311869 | Time: 2340.38 ms [2022-01-02 13:38:00 main:581] : INFO : Epoch 1672 | loss: 0.0311398 | val_loss: 0.0311888 | Time: 2358.19 ms [2022-01-02 13:38:03 main:581] : INFO : Epoch 1673 | loss: 0.0311415 | val_loss: 0.0311913 | Time: 2346.91 ms [2022-01-02 13:38:05 main:581] : INFO : Epoch 1674 | loss: 0.0311448 | val_loss: 0.0311968 | Time: 2333.95 ms [2022-01-02 13:38:08 main:581] : INFO : Epoch 1675 | loss: 0.0311432 | val_loss: 0.0311872 | Time: 2340.18 ms [2022-01-02 13:38:10 main:581] : INFO : Epoch 1676 | loss: 0.0311404 | val_loss: 0.0311882 | Time: 2338.21 ms [2022-01-02 13:38:12 main:581] : INFO : Epoch 1677 | loss: 0.0311408 | val_loss: 0.0311896 | Time: 2328 ms [2022-01-02 13:38:15 main:581] : INFO : Epoch 1678 | loss: 0.0311413 | val_loss: 0.0311855 | Time: 2316.86 ms [2022-01-02 13:38:17 main:581] : INFO : Epoch 1679 | loss: 0.03114 | val_loss: 0.0311948 | Time: 2312.36 ms [2022-01-02 13:38:19 main:581] : INFO : Epoch 1680 | loss: 0.0311436 | val_loss: 0.0311878 | Time: 2320.37 ms [2022-01-02 13:38:21 main:581] : INFO : Epoch 1681 | loss: 0.0311396 | val_loss: 0.0311905 | Time: 2320.56 ms [2022-01-02 13:38:24 main:581] : INFO : Epoch 1682 | loss: 0.0311387 | val_loss: 0.0311955 | Time: 2308.77 ms [2022-01-02 13:38:26 main:581] : INFO : Epoch 1683 | loss: 0.0311383 | val_loss: 0.0311876 | Time: 2305.63 ms [2022-01-02 13:38:28 main:581] : INFO : Epoch 1684 | loss: 0.0311351 | val_loss: 0.031189 | Time: 2326.04 ms [2022-01-02 13:38:31 main:581] : INFO : Epoch 1685 | loss: 0.0311411 | val_loss: 0.0311906 | Time: 2333.95 ms [2022-01-02 13:38:33 main:581] : INFO : Epoch 1686 | loss: 0.0311388 | val_loss: 0.0312054 | Time: 2320.89 ms [2022-01-02 13:38:35 main:581] : INFO : Epoch 1687 | loss: 0.0311382 | val_loss: 0.0311935 | Time: 2248.09 ms [2022-01-02 13:38:38 main:581] : INFO : Epoch 1688 | loss: 0.031141 | val_loss: 0.0311923 | Time: 2269.97 ms [2022-01-02 13:38:40 main:581] : INFO : Epoch 1689 | loss: 0.0311424 | val_loss: 0.0311966 | Time: 2249.87 ms [2022-01-02 13:38:42 main:581] : INFO : Epoch 1690 | loss: 0.0311398 | val_loss: 0.0311857 | Time: 2233.81 ms [2022-01-02 13:38:44 main:581] : INFO : Epoch 1691 | loss: 0.0311484 | val_loss: 0.0312 | Time: 2234.86 ms [2022-01-02 13:38:47 main:581] : INFO : Epoch 1692 | loss: 0.0311491 | val_loss: 0.0311941 | Time: 2239.72 ms [2022-01-02 13:38:49 main:581] : INFO : Epoch 1693 | loss: 0.0311422 | val_loss: 0.0311907 | Time: 2232.73 ms [2022-01-02 13:38:51 main:581] : INFO : Epoch 1694 | loss: 0.0311395 | val_loss: 0.0311866 | Time: 2232.6 ms [2022-01-02 13:38:53 main:581] : INFO : Epoch 1695 | loss: 0.0311387 | val_loss: 0.0311874 | Time: 2234.78 ms [2022-01-02 13:38:55 main:581] : INFO : Epoch 1696 | loss: 0.0311388 | val_loss: 0.0311927 | Time: 2233.45 ms [2022-01-02 13:38:58 main:581] : INFO : Epoch 1697 | loss: 0.031138 | val_loss: 0.0311887 | Time: 2247.96 ms [2022-01-02 13:39:00 main:581] : INFO : Epoch 1698 | loss: 0.0311384 | val_loss: 0.0311971 | Time: 2243.14 ms [2022-01-02 13:39:02 main:581] : INFO : Epoch 1699 | loss: 0.0311378 | val_loss: 0.031186 | Time: 2242.81 ms [2022-01-02 13:39:04 main:581] : INFO : Epoch 1700 | loss: 0.0311391 | val_loss: 0.0311905 | Time: 2262.6 ms [2022-01-02 13:39:07 main:581] : INFO : Epoch 1701 | loss: 0.0311391 | val_loss: 0.0311911 | Time: 2244.47 ms [2022-01-02 13:39:09 main:581] : INFO : Epoch 1702 | loss: 0.031141 | val_loss: 0.0311925 | Time: 2247.77 ms [2022-01-02 13:39:11 main:581] : INFO : Epoch 1703 | loss: 0.0311412 | val_loss: 0.03119 | Time: 2243.03 ms [2022-01-02 13:39:13 main:581] : INFO : Epoch 1704 | loss: 0.0311382 | val_loss: 0.0311919 | Time: 2235.12 ms [2022-01-02 13:39:16 main:581] : INFO : Epoch 1705 | loss: 0.0311374 | val_loss: 0.031185 | Time: 2242.54 ms [2022-01-02 13:39:18 main:581] : INFO : Epoch 1706 | loss: 0.0311368 | val_loss: 0.0312043 | Time: 2246.28 ms [2022-01-02 13:39:20 main:581] : INFO : Epoch 1707 | loss: 0.0311373 | val_loss: 0.0311876 | Time: 2242.48 ms [2022-01-02 13:39:22 main:581] : INFO : Epoch 1708 | loss: 0.0311332 | val_loss: 0.0311927 | Time: 2266 ms [2022-01-02 13:39:25 main:581] : INFO : Epoch 1709 | loss: 0.0311365 | val_loss: 0.0311939 | Time: 2244.55 ms [2022-01-02 13:39:27 main:581] : INFO : Epoch 1710 | loss: 0.0311527 | val_loss: 0.0311854 | Time: 2246.53 ms [2022-01-02 13:39:29 main:581] : INFO : Epoch 1711 | loss: 0.0311732 | val_loss: 0.0311845 | Time: 2283.33 ms [2022-01-02 13:39:31 main:581] : INFO : Epoch 1712 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 2245.11 ms [2022-01-02 13:39:34 main:581] : INFO : Epoch 1713 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 2257.89 ms [2022-01-02 13:39:36 main:581] : INFO : Epoch 1714 | loss: 0.0311614 | val_loss: 0.0311805 | Time: 2323.84 ms [2022-01-02 13:39:38 main:581] : INFO : Epoch 1715 | loss: 0.0311587 | val_loss: 0.0311778 | Time: 2318.28 ms [2022-01-02 13:39:41 main:581] : INFO : Epoch 1716 | loss: 0.0311555 | val_loss: 0.0311777 | Time: 2365.55 ms [2022-01-02 13:39:43 main:581] : INFO : Epoch 1717 | loss: 0.0311524 | val_loss: 0.0311794 | Time: 2337.33 ms [2022-01-02 13:39:45 main:581] : INFO : Epoch 1718 | loss: 0.0311521 | val_loss: 0.0311814 | Time: 2294.51 ms [2022-01-02 13:39:48 main:581] : INFO : Epoch 1719 | loss: 0.0311487 | val_loss: 0.0311789 | Time: 2369.22 ms [2022-01-02 13:39:50 main:581] : INFO : Epoch 1720 | loss: 0.031148 | val_loss: 0.0311818 | Time: 2315.69 ms [2022-01-02 13:39:52 main:581] : INFO : Epoch 1721 | loss: 0.0311453 | val_loss: 0.0311826 | Time: 2330.04 ms [2022-01-02 13:39:55 main:581] : INFO : Epoch 1722 | loss: 0.0311441 | val_loss: 0.0311836 | Time: 2296.99 ms [2022-01-02 13:39:57 main:581] : INFO : Epoch 1723 | loss: 0.0311434 | val_loss: 0.0311834 | Time: 2323.08 ms [2022-01-02 13:39:59 main:581] : INFO : Epoch 1724 | loss: 0.0311431 | val_loss: 0.0311871 | Time: 2289.74 ms [2022-01-02 13:40:02 main:581] : INFO : Epoch 1725 | loss: 0.0311422 | val_loss: 0.0311869 | Time: 2340.36 ms [2022-01-02 13:40:04 main:581] : INFO : Epoch 1726 | loss: 0.0311403 | val_loss: 0.0311847 | Time: 2323.57 ms [2022-01-02 13:40:06 main:581] : INFO : Epoch 1727 | loss: 0.0311395 | val_loss: 0.0311854 | Time: 2321.85 ms [2022-01-02 13:40:09 main:581] : INFO : Epoch 1728 | loss: 0.0311396 | val_loss: 0.0311829 | Time: 2297.89 ms [2022-01-02 13:40:11 main:581] : INFO : Epoch 1729 | loss: 0.0311412 | val_loss: 0.0311832 | Time: 2282.3 ms [2022-01-02 13:40:13 main:581] : INFO : Epoch 1730 | loss: 0.0311394 | val_loss: 0.0311864 | Time: 2344.63 ms [2022-01-02 13:40:15 main:581] : INFO : Epoch 1731 | loss: 0.0311416 | val_loss: 0.031187 | Time: 2296.18 ms [2022-01-02 13:40:18 main:581] : INFO : Epoch 1732 | loss: 0.031157 | val_loss: 0.0311841 | Time: 2375.07 ms [2022-01-02 13:40:20 main:581] : INFO : Epoch 1733 | loss: 0.0311495 | val_loss: 0.0311826 | Time: 2233.78 ms [2022-01-02 13:40:22 main:581] : INFO : Epoch 1734 | loss: 0.0311441 | val_loss: 0.0311823 | Time: 2255.69 ms [2022-01-02 13:40:25 main:581] : INFO : Epoch 1735 | loss: 0.0311414 | val_loss: 0.0311853 | Time: 2285.79 ms [2022-01-02 13:40:27 main:581] : INFO : Epoch 1736 | loss: 0.031145 | val_loss: 0.0311902 | Time: 2277.8 ms [2022-01-02 13:40:29 main:581] : INFO : Epoch 1737 | loss: 0.0311371 | val_loss: 0.0311818 | Time: 2256.77 ms [2022-01-02 13:40:31 main:581] : INFO : Epoch 1738 | loss: 0.0311392 | val_loss: 0.0311866 | Time: 2245.34 ms [2022-01-02 13:40:34 main:581] : INFO : Epoch 1739 | loss: 0.0311346 | val_loss: 0.0311824 | Time: 2253.79 ms [2022-01-02 13:40:36 main:581] : INFO : Epoch 1740 | loss: 0.0311347 | val_loss: 0.0311935 | Time: 2252.85 ms [2022-01-02 13:40:38 main:581] : INFO : Epoch 1741 | loss: 0.0311346 | val_loss: 0.0311904 | Time: 2234.9 ms [2022-01-02 13:40:40 main:581] : INFO : Epoch 1742 | loss: 0.0311342 | val_loss: 0.0311852 | Time: 2246.36 ms [2022-01-02 13:40:43 main:581] : INFO : Epoch 1743 | loss: 0.0311339 | val_loss: 0.031197 | Time: 2243.47 ms [2022-01-02 13:40:45 main:581] : INFO : Epoch 1744 | loss: 0.0311361 | val_loss: 0.0311905 | Time: 2237.94 ms [2022-01-02 13:40:47 main:581] : INFO : Epoch 1745 | loss: 0.0311341 | val_loss: 0.0311928 | Time: 2246.7 ms [2022-01-02 13:40:49 main:581] : INFO : Epoch 1746 | loss: 0.0311325 | val_loss: 0.0311862 | Time: 2315.47 ms [2022-01-02 13:40:52 main:581] : INFO : Epoch 1747 | loss: 0.0311372 | val_loss: 0.0311871 | Time: 2369.04 ms [2022-01-02 13:40:54 main:581] : INFO : Epoch 1748 | loss: 0.0311308 | val_loss: 0.031196 | Time: 2361.04 ms [2022-01-02 13:40:57 main:581] : INFO : Epoch 1749 | loss: 0.0311285 | val_loss: 0.0311867 | Time: 2342.73 ms [2022-01-02 13:40:59 main:581] : INFO : Epoch 1750 | loss: 0.0311293 | val_loss: 0.0311916 | Time: 2345.56 ms [2022-01-02 13:41:01 main:581] : INFO : Epoch 1751 | loss: 0.0311266 | val_loss: 0.0311929 | Time: 2313.04 ms [2022-01-02 13:41:04 main:581] : INFO : Epoch 1752 | loss: 0.0311278 | val_loss: 0.0311974 | Time: 2327.62 ms [2022-01-02 13:41:06 main:581] : INFO : Epoch 1753 | loss: 0.0311303 | val_loss: 0.0311981 | Time: 2373.06 ms [2022-01-02 13:41:08 main:581] : INFO : Epoch 1754 | loss: 0.031139 | val_loss: 0.0311859 | Time: 2330.07 ms [2022-01-02 13:41:11 main:581] : INFO : Epoch 1755 | loss: 0.0311328 | val_loss: 0.0311966 | Time: 2353.55 ms [2022-01-02 13:41:13 main:581] : INFO : Epoch 1756 | loss: 0.031129 | val_loss: 0.0311939 | Time: 2332.97 ms [2022-01-02 13:41:15 main:581] : INFO : Epoch 1757 | loss: 0.031129 | val_loss: 0.0311995 | Time: 2292.03 ms [2022-01-02 13:41:18 main:581] : INFO : Epoch 1758 | loss: 0.0311286 | val_loss: 0.0311873 | Time: 2319.08 ms [2022-01-02 13:41:20 main:581] : INFO : Epoch 1759 | loss: 0.0311274 | val_loss: 0.0312011 | Time: 2292.96 ms [2022-01-02 13:41:22 main:581] : INFO : Epoch 1760 | loss: 0.0311275 | val_loss: 0.0311892 | Time: 2284.41 ms [2022-01-02 13:41:24 main:581] : INFO : Epoch 1761 | loss: 0.0311289 | val_loss: 0.0311992 | Time: 2312.83 ms [2022-01-02 13:41:27 main:581] : INFO : Epoch 1762 | loss: 0.031127 | val_loss: 0.0311982 | Time: 2378.25 ms [2022-01-02 13:41:29 main:581] : INFO : Epoch 1763 | loss: 0.0311268 | val_loss: 0.031199 | Time: 2390.51 ms [2022-01-02 13:41:32 main:581] : INFO : Epoch 1764 | loss: 0.0311262 | val_loss: 0.0312016 | Time: 2353.84 ms [2022-01-02 13:41:34 main:581] : INFO : Epoch 1765 | loss: 0.0311295 | val_loss: 0.0311929 | Time: 2392.52 ms [2022-01-02 13:41:36 main:581] : INFO : Epoch 1766 | loss: 0.0311312 | val_loss: 0.0312085 | Time: 2343.86 ms [2022-01-02 13:41:39 main:581] : INFO : Epoch 1767 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 2343.66 ms [2022-01-02 13:41:41 main:581] : INFO : Epoch 1768 | loss: 0.0311773 | val_loss: 0.0311889 | Time: 2312.91 ms [2022-01-02 13:41:43 main:581] : INFO : Epoch 1769 | loss: 0.0311687 | val_loss: 0.0311827 | Time: 2370.01 ms [2022-01-02 13:41:46 main:581] : INFO : Epoch 1770 | loss: 0.0311641 | val_loss: 0.0311799 | Time: 2442.45 ms [2022-01-02 13:41:48 main:581] : INFO : Epoch 1771 | loss: 0.0311618 | val_loss: 0.0311836 | Time: 2322.67 ms [2022-01-02 13:41:50 main:581] : INFO : Epoch 1772 | loss: 0.0311582 | val_loss: 0.0311825 | Time: 2368.14 ms [2022-01-02 13:41:53 main:581] : INFO : Epoch 1773 | loss: 0.0311589 | val_loss: 0.031185 | Time: 2353.12 ms [2022-01-02 13:41:55 main:581] : INFO : Epoch 1774 | loss: 0.0311619 | val_loss: 0.0311774 | Time: 2318.38 ms [2022-01-02 13:41:58 main:581] : INFO : Epoch 1775 | loss: 0.0311591 | val_loss: 0.0311848 | Time: 2382.91 ms [2022-01-02 13:42:00 main:581] : INFO : Epoch 1776 | loss: 0.0311582 | val_loss: 0.0311944 | Time: 2367.96 ms [2022-01-02 13:42:02 main:581] : INFO : Epoch 1777 | loss: 0.0311509 | val_loss: 0.0311783 | Time: 2358.68 ms [2022-01-02 13:42:05 main:581] : INFO : Epoch 1778 | loss: 0.0311471 | val_loss: 0.0311829 | Time: 2369.34 ms [2022-01-02 13:42:07 main:581] : INFO : Epoch 1779 | loss: 0.0311449 | val_loss: 0.0311814 | Time: 2380.34 ms [2022-01-02 13:42:09 main:581] : INFO : Epoch 1780 | loss: 0.0311436 | val_loss: 0.0311835 | Time: 2380.28 ms [2022-01-02 13:42:12 main:581] : INFO : Epoch 1781 | loss: 0.0311422 | val_loss: 0.0311818 | Time: 2333.51 ms [2022-01-02 13:42:14 main:581] : INFO : Epoch 1782 | loss: 0.0311413 | val_loss: 0.0311809 | Time: 2354.83 ms [2022-01-02 13:42:16 main:581] : INFO : Epoch 1783 | loss: 0.0311422 | val_loss: 0.0311876 | Time: 2335.1 ms [2022-01-02 13:42:19 main:581] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311818 | Time: 2300.75 ms [2022-01-02 13:42:21 main:581] : INFO : Epoch 1785 | loss: 0.0311411 | val_loss: 0.0311796 | Time: 2327.32 ms [2022-01-02 13:42:23 main:581] : INFO : Epoch 1786 | loss: 0.0311436 | val_loss: 0.0311798 | Time: 2360.18 ms [2022-01-02 13:42:26 main:581] : INFO : Epoch 1787 | loss: 0.0311397 | val_loss: 0.0311844 | Time: 2294.81 ms [2022-01-02 13:42:28 main:581] : INFO : Epoch 1788 | loss: 0.0311399 | val_loss: 0.0311797 | Time: 2338.7 ms [2022-01-02 13:42:30 main:581] : INFO : Epoch 1789 | loss: 0.0311427 | val_loss: 0.0311831 | Time: 2419.85 ms [2022-01-02 13:42:33 main:581] : INFO : Epoch 1790 | loss: 0.0311382 | val_loss: 0.0311803 | Time: 2376.17 ms [2022-01-02 13:42:35 main:581] : INFO : Epoch 1791 | loss: 0.0311422 | val_loss: 0.0311814 | Time: 2429.05 ms [2022-01-02 13:42:38 main:581] : INFO : Epoch 1792 | loss: 0.0311412 | val_loss: 0.0311838 | Time: 2332.76 ms [2022-01-02 13:42:40 main:581] : INFO : Epoch 1793 | loss: 0.0311404 | val_loss: 0.0311848 | Time: 2403.96 ms [2022-01-02 13:42:42 main:581] : INFO : Epoch 1794 | loss: 0.0311359 | val_loss: 0.0311814 | Time: 2342.57 ms [2022-01-02 13:42:45 main:581] : INFO : Epoch 1795 | loss: 0.0311368 | val_loss: 0.0311858 | Time: 2388.9 ms [2022-01-02 13:42:47 main:581] : INFO : Epoch 1796 | loss: 0.0311418 | val_loss: 0.0311883 | Time: 2398.99 ms [2022-01-02 13:42:49 main:581] : INFO : Epoch 1797 | loss: 0.0311458 | val_loss: 0.0311855 | Time: 2307.05 ms [2022-01-02 13:42:52 main:581] : INFO : Epoch 1798 | loss: 0.0311369 | val_loss: 0.0311817 | Time: 2309.3 ms [2022-01-02 13:42:54 main:581] : INFO : Epoch 1799 | loss: 0.0311344 | val_loss: 0.0311822 | Time: 2353.76 ms [2022-01-02 13:42:56 main:581] : INFO : Epoch 1800 | loss: 0.0311345 | val_loss: 0.0311847 | Time: 2362.16 ms [2022-01-02 13:42:59 main:581] : INFO : Epoch 1801 | loss: 0.0311384 | val_loss: 0.0311859 | Time: 2332.27 ms [2022-01-02 13:43:01 main:581] : INFO : Epoch 1802 | loss: 0.0311399 | val_loss: 0.0311913 | Time: 2364.22 ms [2022-01-02 13:43:03 main:581] : INFO : Epoch 1803 | loss: 0.031136 | val_loss: 0.031185 | Time: 2317.33 ms [2022-01-02 13:43:06 main:581] : INFO : Epoch 1804 | loss: 0.0311341 | val_loss: 0.0311911 | Time: 2331.12 ms [2022-01-02 13:43:08 main:581] : INFO : Epoch 1805 | loss: 0.0311292 | val_loss: 0.0311853 | Time: 2337.02 ms [2022-01-02 13:43:10 main:581] : INFO : Epoch 1806 | loss: 0.0311295 | val_loss: 0.0311851 | Time: 2311.98 ms [2022-01-02 13:43:13 main:581] : INFO : Epoch 1807 | loss: 0.0311311 | val_loss: 0.031187 | Time: 2325.88 ms [2022-01-02 13:43:15 main:581] : INFO : Epoch 1808 | loss: 0.0311339 | val_loss: 0.031186 | Time: 2317.72 ms [2022-01-02 13:43:17 main:581] : INFO : Epoch 1809 | loss: 0.0311325 | val_loss: 0.0311932 | Time: 2303.25 ms [2022-01-02 13:43:20 main:581] : INFO : Epoch 1810 | loss: 0.0311302 | val_loss: 0.0311904 | Time: 2307.57 ms [2022-01-02 13:43:22 main:581] : INFO : Epoch 1811 | loss: 0.0311311 | val_loss: 0.0311872 | Time: 2277.46 ms [2022-01-02 13:43:24 main:581] : INFO : Epoch 1812 | loss: 0.0311337 | val_loss: 0.0311835 | Time: 2282.64 ms [2022-01-02 13:43:27 main:581] : INFO : Epoch 1813 | loss: 0.0311311 | val_loss: 0.0311899 | Time: 2293.37 ms [2022-01-02 13:43:29 main:581] : INFO : Epoch 1814 | loss: 0.0311312 | val_loss: 0.0311918 | Time: 2272.51 ms [2022-01-02 13:43:31 main:581] : INFO : Epoch 1815 | loss: 0.0311319 | val_loss: 0.0311874 | Time: 2309 ms [2022-01-02 13:43:33 main:581] : INFO : Epoch 1816 | loss: 0.031128 | val_loss: 0.031187 | Time: 2281.67 ms [2022-01-02 13:43:36 main:581] : INFO : Epoch 1817 | loss: 0.031128 | val_loss: 0.0311902 | Time: 2342.41 ms [2022-01-02 13:43:38 main:581] : INFO : Epoch 1818 | loss: 0.0311309 | val_loss: 0.0311926 | Time: 2306.54 ms [2022-01-02 13:43:40 main:581] : INFO : Epoch 1819 | loss: 0.0311316 | val_loss: 0.0311866 | Time: 2302.2 ms [2022-01-02 13:43:43 main:581] : INFO : Epoch 1820 | loss: 0.0311278 | val_loss: 0.0311958 | Time: 2309.01 ms [2022-01-02 13:43:45 main:581] : INFO : Epoch 1821 | loss: 0.0311261 | val_loss: 0.031193 | Time: 2301.88 ms [2022-01-02 13:43:47 main:581] : INFO : Epoch 1822 | loss: 0.0311263 | val_loss: 0.0311922 | Time: 2302.16 ms [2022-01-02 13:43:50 main:581] : INFO : Epoch 1823 | loss: 0.0311268 | val_loss: 0.0311942 | Time: 2331.75 ms [2022-01-02 13:43:52 main:581] : INFO : Epoch 1824 | loss: 0.031127 | val_loss: 0.031191 | Time: 2310.84 ms [2022-01-02 13:43:54 main:581] : INFO : Epoch 1825 | loss: 0.0311287 | val_loss: 0.0311946 | Time: 2317.81 ms [2022-01-02 13:43:57 main:581] : INFO : Epoch 1826 | loss: 0.0311325 | val_loss: 0.0311899 | Time: 2294.22 ms [2022-01-02 13:43:59 main:581] : INFO : Epoch 1827 | loss: 0.0311327 | val_loss: 0.0311938 | Time: 2329.94 ms [2022-01-02 13:44:01 main:581] : INFO : Epoch 1828 | loss: 0.0311308 | val_loss: 0.0311891 | Time: 2291.98 ms [2022-01-02 13:44:03 main:581] : INFO : Epoch 1829 | loss: 0.03113 | val_loss: 0.0311925 | Time: 2321.1 ms [2022-01-02 13:44:06 main:581] : INFO : Epoch 1830 | loss: 0.03113 | val_loss: 0.0311929 | Time: 2302.9 ms [2022-01-02 13:44:08 main:581] : INFO : Epoch 1831 | loss: 0.0311281 | val_loss: 0.0311896 | Time: 2334.45 ms [2022-01-02 13:44:10 main:581] : INFO : Epoch 1832 | loss: 0.0311312 | val_loss: 0.0311904 | Time: 2343.3 ms [2022-01-02 13:44:13 main:581] : INFO : Epoch 1833 | loss: 0.031132 | val_loss: 0.0311844 | Time: 2326.99 ms [2022-01-02 13:44:15 main:581] : INFO : Epoch 1834 | loss: 0.03113 | val_loss: 0.0311944 | Time: 2305.17 ms [2022-01-02 13:44:17 main:581] : INFO : Epoch 1835 | loss: 0.0311326 | val_loss: 0.0311848 | Time: 2292.54 ms [2022-01-02 13:44:20 main:581] : INFO : Epoch 1836 | loss: 0.0311376 | val_loss: 0.0311913 | Time: 2305.91 ms [2022-01-02 13:44:22 main:581] : INFO : Epoch 1837 | loss: 0.0311349 | val_loss: 0.0311883 | Time: 2280.26 ms [2022-01-02 13:44:24 main:581] : INFO : Epoch 1838 | loss: 0.0311271 | val_loss: 0.0311894 | Time: 2298.91 ms [2022-01-02 13:44:27 main:581] : INFO : Epoch 1839 | loss: 0.0311275 | val_loss: 0.0311891 | Time: 2311.53 ms [2022-01-02 13:44:29 main:581] : INFO : Epoch 1840 | loss: 0.0311266 | val_loss: 0.0311955 | Time: 2288.4 ms [2022-01-02 13:44:31 main:581] : INFO : Epoch 1841 | loss: 0.0311267 | val_loss: 0.0311878 | Time: 2296.87 ms [2022-01-02 13:44:34 main:581] : INFO : Epoch 1842 | loss: 0.0311274 | val_loss: 0.0311904 | Time: 2335.59 ms [2022-01-02 13:44:36 main:581] : INFO : Epoch 1843 | loss: 0.0311267 | val_loss: 0.0311866 | Time: 2322.96 ms [2022-01-02 13:44:38 main:581] : INFO : Epoch 1844 | loss: 0.0311274 | val_loss: 0.0311861 | Time: 2330.82 ms [2022-01-02 13:44:40 main:581] : INFO : Epoch 1845 | loss: 0.0311404 | val_loss: 0.0311857 | Time: 2311.06 ms [2022-01-02 13:44:43 main:581] : INFO : Epoch 1846 | loss: 0.0311357 | val_loss: 0.0311844 | Time: 2299.07 ms [2022-01-02 13:44:45 main:581] : INFO : Epoch 1847 | loss: 0.0311322 | val_loss: 0.0311917 | Time: 2329.61 ms [2022-01-02 13:44:47 main:581] : INFO : Epoch 1848 | loss: 0.0311298 | val_loss: 0.0311823 | Time: 2343.44 ms [2022-01-02 13:44:50 main:581] : INFO : Epoch 1849 | loss: 0.0311318 | val_loss: 0.0312081 | Time: 2310.47 ms [2022-01-02 13:44:52 main:581] : INFO : Epoch 1850 | loss: 0.0311286 | val_loss: 0.0311874 | Time: 2230.75 ms [2022-01-02 13:44:54 main:581] : INFO : Epoch 1851 | loss: 0.0311297 | val_loss: 0.0312015 | Time: 2246.59 ms [2022-01-02 13:44:56 main:581] : INFO : Epoch 1852 | loss: 0.0311269 | val_loss: 0.0311913 | Time: 2238.65 ms [2022-01-02 13:44:59 main:581] : INFO : Epoch 1853 | loss: 0.0311221 | val_loss: 0.0311944 | Time: 2230.34 ms [2022-01-02 13:45:01 main:581] : INFO : Epoch 1854 | loss: 0.0311222 | val_loss: 0.0311916 | Time: 2292.6 ms [2022-01-02 13:45:03 main:581] : INFO : Epoch 1855 | loss: 0.0311221 | val_loss: 0.0311972 | Time: 2311.56 ms [2022-01-02 13:45:06 main:581] : INFO : Epoch 1856 | loss: 0.0311219 | val_loss: 0.0311978 | Time: 2326.27 ms [2022-01-02 13:45:08 main:581] : INFO : Epoch 1857 | loss: 0.0311208 | val_loss: 0.0311922 | Time: 2325.56 ms [2022-01-02 13:45:10 main:581] : INFO : Epoch 1858 | loss: 0.0311222 | val_loss: 0.0311935 | Time: 2305.02 ms [2022-01-02 13:45:13 main:581] : INFO : Epoch 1859 | loss: 0.0311243 | val_loss: 0.0311981 | Time: 2309.52 ms [2022-01-02 13:45:15 main:581] : INFO : Epoch 1860 | loss: 0.0311223 | val_loss: 0.0311925 | Time: 2342.03 ms [2022-01-02 13:45:17 main:581] : INFO : Epoch 1861 | loss: 0.0311225 | val_loss: 0.0311953 | Time: 2356.05 ms [2022-01-02 13:45:20 main:581] : INFO : Epoch 1862 | loss: 0.0311202 | val_loss: 0.0311908 | Time: 2333.3 ms [2022-01-02 13:45:22 main:581] : INFO : Epoch 1863 | loss: 0.0311201 | val_loss: 0.031191 | Time: 2318.68 ms [2022-01-02 13:45:24 main:581] : INFO : Epoch 1864 | loss: 0.031122 | val_loss: 0.0311936 | Time: 2359.23 ms [2022-01-02 13:45:27 main:581] : INFO : Epoch 1865 | loss: 0.0311247 | val_loss: 0.0311994 | Time: 2345.17 ms [2022-01-02 13:45:29 main:581] : INFO : Epoch 1866 | loss: 0.0311228 | val_loss: 0.031194 | Time: 2210.65 ms [2022-01-02 13:45:31 main:581] : INFO : Epoch 1867 | loss: 0.0311222 | val_loss: 0.0311932 | Time: 2198.25 ms [2022-01-02 13:45:33 main:581] : INFO : Epoch 1868 | loss: 0.03112 | val_loss: 0.031203 | Time: 2192.87 ms [2022-01-02 13:45:36 main:581] : INFO : Epoch 1869 | loss: 0.0311196 | val_loss: 0.0311902 | Time: 2270.43 ms [2022-01-02 13:45:38 main:581] : INFO : Epoch 1870 | loss: 0.0311197 | val_loss: 0.0311951 | Time: 2291.75 ms [2022-01-02 13:45:40 main:581] : INFO : Epoch 1871 | loss: 0.0311228 | val_loss: 0.0312058 | Time: 2308.68 ms [2022-01-02 13:45:42 main:581] : INFO : Epoch 1872 | loss: 0.0311242 | val_loss: 0.0311935 | Time: 2301.6 ms [2022-01-02 13:45:45 main:581] : INFO : Epoch 1873 | loss: 0.0311267 | val_loss: 0.0312079 | Time: 2292.05 ms [2022-01-02 13:45:47 main:581] : INFO : Epoch 1874 | loss: 0.0311247 | val_loss: 0.0311976 | Time: 2299.95 ms [2022-01-02 13:45:49 main:581] : INFO : Epoch 1875 | loss: 0.0311238 | val_loss: 0.0311956 | Time: 2282.03 ms [2022-01-02 13:45:52 main:581] : INFO : Epoch 1876 | loss: 0.0311234 | val_loss: 0.0311949 | Time: 2334.08 ms [2022-01-02 13:45:54 main:581] : INFO : Epoch 1877 | loss: 0.0311218 | val_loss: 0.0311926 | Time: 2320.51 ms [2022-01-02 13:45:56 main:581] : INFO : Epoch 1878 | loss: 0.0311213 | val_loss: 0.0311875 | Time: 2319.7 ms [2022-01-02 13:45:59 main:581] : INFO : Epoch 1879 | loss: 0.0311204 | val_loss: 0.0311954 | Time: 2311.93 ms [2022-01-02 13:46:01 main:581] : INFO : Epoch 1880 | loss: 0.0311175 | val_loss: 0.0311994 | Time: 2289.74 ms [2022-01-02 13:46:03 main:581] : INFO : Epoch 1881 | loss: 0.0311237 | val_loss: 0.031192 | Time: 2294.9 ms [2022-01-02 13:46:05 main:581] : INFO : Epoch 1882 | loss: 0.0311248 | val_loss: 0.0311943 | Time: 2303.87 ms [2022-01-02 13:46:08 main:581] : INFO : Epoch 1883 | loss: 0.031128 | val_loss: 0.0312033 | Time: 2346.1 ms [2022-01-02 13:46:10 main:581] : INFO : Epoch 1884 | loss: 0.0311247 | val_loss: 0.0311922 | Time: 2302.08 ms [2022-01-02 13:46:12 main:581] : INFO : Epoch 1885 | loss: 0.0311257 | val_loss: 0.0311989 | Time: 2324.18 ms [2022-01-02 13:46:15 main:581] : INFO : Epoch 1886 | loss: 0.031123 | val_loss: 0.0311991 | Time: 2355.21 ms [2022-01-02 13:46:17 main:581] : INFO : Epoch 1887 | loss: 0.031122 | val_loss: 0.0311948 | Time: 2317.39 ms [2022-01-02 13:46:19 main:581] : INFO : Epoch 1888 | loss: 0.0311245 | val_loss: 0.0311931 | Time: 2294.14 ms [2022-01-02 13:46:22 main:581] : INFO : Epoch 1889 | loss: 0.031124 | val_loss: 0.0312089 | Time: 2317.78 ms [2022-01-02 13:46:24 main:581] : INFO : Epoch 1890 | loss: 0.0311213 | val_loss: 0.0311956 | Time: 2272.81 ms [2022-01-02 13:46:26 main:581] : INFO : Epoch 1891 | loss: 0.0311197 | val_loss: 0.0311953 | Time: 2315.86 ms [2022-01-02 13:46:29 main:581] : INFO : Epoch 1892 | loss: 0.0311168 | val_loss: 0.0312055 | Time: 2273.22 ms [2022-01-02 13:46:31 main:581] : INFO : Epoch 1893 | loss: 0.0311172 | val_loss: 0.0312031 | Time: 2268.8 ms [2022-01-02 13:46:33 main:581] : INFO : Epoch 1894 | loss: 0.0311186 | val_loss: 0.0311945 | Time: 2300.71 ms [2022-01-02 13:46:35 main:581] : INFO : Epoch 1895 | loss: 0.0311285 | val_loss: 0.0311981 | Time: 2291.96 ms [2022-01-02 13:46:38 main:581] : INFO : Epoch 1896 | loss: 0.0311214 | val_loss: 0.0311946 | Time: 2283.94 ms [2022-01-02 13:46:40 main:581] : INFO : Epoch 1897 | loss: 0.0311247 | val_loss: 0.0311951 | Time: 2266.59 ms [2022-01-02 13:46:42 main:581] : INFO : Epoch 1898 | loss: 0.0311228 | val_loss: 0.0312004 | Time: 2298.26 ms [2022-01-02 13:46:45 main:581] : INFO : Epoch 1899 | loss: 0.0311184 | val_loss: 0.0311997 | Time: 2292.57 ms [2022-01-02 13:46:47 main:581] : INFO : Epoch 1900 | loss: 0.0311121 | val_loss: 0.0312038 | Time: 2334.48 ms [2022-01-02 13:46:49 main:581] : INFO : Epoch 1901 | loss: 0.0311268 | val_loss: 0.0311979 | Time: 2318.28 ms [2022-01-02 13:46:52 main:581] : INFO : Epoch 1902 | loss: 0.0311356 | val_loss: 0.0311888 | Time: 2329.21 ms [2022-01-02 13:46:54 main:581] : INFO : Epoch 1903 | loss: 0.0311323 | val_loss: 0.0311931 | Time: 2300.66 ms [2022-01-02 13:46:56 main:581] : INFO : Epoch 1904 | loss: 0.0311261 | val_loss: 0.0311969 | Time: 2321.23 ms [2022-01-02 13:46:59 main:581] : INFO : Epoch 1905 | loss: 0.0311297 | val_loss: 0.0311961 | Time: 2349.7 ms [2022-01-02 13:47:01 main:581] : INFO : Epoch 1906 | loss: 0.0311271 | val_loss: 0.0311911 | Time: 2298.53 ms [2022-01-02 13:47:03 main:581] : INFO : Epoch 1907 | loss: 0.0311236 | val_loss: 0.0312007 | Time: 2299.07 ms [2022-01-02 13:47:05 main:581] : INFO : Epoch 1908 | loss: 0.0311167 | val_loss: 0.0312007 | Time: 2316.94 ms [2022-01-02 13:47:08 main:581] : INFO : Epoch 1909 | loss: 0.0311152 | val_loss: 0.0311899 | Time: 2303.5 ms [2022-01-02 13:47:10 main:581] : INFO : Epoch 1910 | loss: 0.0311121 | val_loss: 0.0312058 | Time: 2315.81 ms [2022-01-02 13:47:12 main:581] : INFO : Epoch 1911 | loss: 0.0311196 | val_loss: 0.031203 | Time: 2316.94 ms [2022-01-02 13:47:15 main:581] : INFO : Epoch 1912 | loss: 0.0311235 | val_loss: 0.0311955 | Time: 2323.66 ms [2022-01-02 13:47:17 main:581] : INFO : Epoch 1913 | loss: 0.0311162 | val_loss: 0.0311964 | Time: 2339.46 ms [2022-01-02 13:47:19 main:581] : INFO : Epoch 1914 | loss: 0.0311141 | val_loss: 0.03119 | Time: 2324.29 ms [2022-01-02 13:47:22 main:581] : INFO : Epoch 1915 | loss: 0.0311209 | val_loss: 0.031195 | Time: 2307.69 ms [2022-01-02 13:47:24 main:581] : INFO : Epoch 1916 | loss: 0.0311182 | val_loss: 0.0311966 | Time: 2297.41 ms [2022-01-02 13:47:26 main:581] : INFO : Epoch 1917 | loss: 0.0311267 | val_loss: 0.0311863 | Time: 2299.6 ms [2022-01-02 13:47:29 main:581] : INFO : Epoch 1918 | loss: 0.0311251 | val_loss: 0.0311952 | Time: 2314.56 ms [2022-01-02 13:47:31 main:581] : INFO : Epoch 1919 | loss: 0.0311198 | val_loss: 0.0311984 | Time: 2353.77 ms [2022-01-02 13:47:33 main:581] : INFO : Epoch 1920 | loss: 0.0311159 | val_loss: 0.0312 | Time: 2362.04 ms [2022-01-02 13:47:36 main:581] : INFO : Epoch 1921 | loss: 0.0311196 | val_loss: 0.0311958 | Time: 2351.36 ms [2022-01-02 13:47:38 main:581] : INFO : Epoch 1922 | loss: 0.0311263 | val_loss: 0.0312091 | Time: 2319.17 ms [2022-01-02 13:47:40 main:581] : INFO : Epoch 1923 | loss: 0.031118 | val_loss: 0.0312153 | Time: 2336.28 ms [2022-01-02 13:47:43 main:581] : INFO : Epoch 1924 | loss: 0.0311128 | val_loss: 0.0312014 | Time: 2373.52 ms [2022-01-02 13:47:45 main:581] : INFO : Epoch 1925 | loss: 0.031118 | val_loss: 0.0312021 | Time: 2324.26 ms [2022-01-02 13:47:47 main:581] : INFO : Epoch 1926 | loss: 0.0311225 | val_loss: 0.0311992 | Time: 2316.58 ms [2022-01-02 13:47:50 main:581] : INFO : Epoch 1927 | loss: 0.0311197 | val_loss: 0.0312039 | Time: 2344.73 ms [2022-01-02 13:47:52 main:581] : INFO : Epoch 1928 | loss: 0.0311215 | val_loss: 0.0312069 | Time: 2321.54 ms [2022-01-02 13:47:54 main:581] : INFO : Epoch 1929 | loss: 0.031118 | val_loss: 0.0311944 | Time: 2305.1 ms [2022-01-02 13:47:57 main:581] : INFO : Epoch 1930 | loss: 0.031115 | val_loss: 0.031204 | Time: 2365.41 ms [2022-01-02 13:47:59 main:581] : INFO : Epoch 1931 | loss: 0.0311127 | val_loss: 0.0311981 | Time: 2319.93 ms [2022-01-02 13:48:01 main:581] : INFO : Epoch 1932 | loss: 0.0311166 | val_loss: 0.0312101 | Time: 2316.74 ms [2022-01-02 13:48:04 main:581] : INFO : Epoch 1933 | loss: 0.031115 | val_loss: 0.031205 | Time: 2345.88 ms [2022-01-02 13:48:06 main:581] : INFO : Epoch 1934 | loss: 0.0311141 | val_loss: 0.0312006 | Time: 2289.95 ms [2022-01-02 13:48:08 main:581] : INFO : Epoch 1935 | loss: 0.0311141 | val_loss: 0.0311995 | Time: 2285.2 ms [2022-01-02 13:48:11 main:581] : INFO : Epoch 1936 | loss: 0.0311135 | val_loss: 0.0311998 | Time: 2310.09 ms [2022-01-02 13:48:13 main:581] : INFO : Epoch 1937 | loss: 0.0311154 | val_loss: 0.0311949 | Time: 2291.2 ms [2022-01-02 13:48:15 main:581] : INFO : Epoch 1938 | loss: 0.0311154 | val_loss: 0.0312054 | Time: 2318.63 ms [2022-01-02 13:48:18 main:581] : INFO : Epoch 1939 | loss: 0.0311107 | val_loss: 0.0311998 | Time: 2362.93 ms [2022-01-02 13:48:20 main:581] : INFO : Epoch 1940 | loss: 0.0311117 | val_loss: 0.031197 | Time: 2312.75 ms [2022-01-02 13:48:22 main:581] : INFO : Epoch 1941 | loss: 0.0311136 | val_loss: 0.0312051 | Time: 2288.21 ms [2022-01-02 13:48:24 main:581] : INFO : Epoch 1942 | loss: 0.0311131 | val_loss: 0.0311933 | Time: 2284.64 ms [2022-01-02 13:48:27 main:581] : INFO : Epoch 1943 | loss: 0.0311186 | val_loss: 0.031207 | Time: 2319.19 ms [2022-01-02 13:48:29 main:581] : INFO : Epoch 1944 | loss: 0.0311173 | val_loss: 0.0311967 | Time: 2260.02 ms [2022-01-02 13:48:31 main:581] : INFO : Epoch 1945 | loss: 0.0311145 | val_loss: 0.0312045 | Time: 2215.29 ms [2022-01-02 13:48:33 main:581] : INFO : Epoch 1946 | loss: 0.0311185 | val_loss: 0.0312156 | Time: 2232.63 ms [2022-01-02 13:48:36 main:581] : INFO : Epoch 1947 | loss: 0.0311179 | val_loss: 0.0311926 | Time: 2231.98 ms [2022-01-02 13:48:38 main:581] : INFO : Epoch 1948 | loss: 0.0311209 | val_loss: 0.0311927 | Time: 2232.25 ms [2022-01-02 13:48:40 main:581] : INFO : Epoch 1949 | loss: 0.0311157 | val_loss: 0.0312039 | Time: 2196.61 ms [2022-01-02 13:48:42 main:581] : INFO : Epoch 1950 | loss: 0.0311126 | val_loss: 0.0311971 | Time: 2225.86 ms [2022-01-02 13:48:45 main:581] : INFO : Epoch 1951 | loss: 0.0311099 | val_loss: 0.0311958 | Time: 2232.46 ms [2022-01-02 13:48:47 main:581] : INFO : Epoch 1952 | loss: 0.0311124 | val_loss: 0.0312042 | Time: 2210.72 ms [2022-01-02 13:48:49 main:581] : INFO : Epoch 1953 | loss: 0.0311082 | val_loss: 0.0312115 | Time: 2230.15 ms [2022-01-02 13:48:51 main:581] : INFO : Epoch 1954 | loss: 0.031113 | val_loss: 0.0312054 | Time: 2199.66 ms [2022-01-02 13:48:53 main:581] : INFO : Epoch 1955 | loss: 0.0311189 | val_loss: 0.0312047 | Time: 2198.35 ms [2022-01-02 13:48:56 main:581] : INFO : Epoch 1956 | loss: 0.0311123 | val_loss: 0.0311899 | Time: 2199.07 ms [2022-01-02 13:48:58 main:581] : INFO : Epoch 1957 | loss: 0.031115 | val_loss: 0.0312089 | Time: 2207.59 ms [2022-01-02 13:49:00 main:581] : INFO : Epoch 1958 | loss: 0.0311118 | val_loss: 0.0312015 | Time: 2235.3 ms [2022-01-02 13:49:02 main:581] : INFO : Epoch 1959 | loss: 0.0311075 | val_loss: 0.0312038 | Time: 2235.52 ms [2022-01-02 13:49:05 main:581] : INFO : Epoch 1960 | loss: 0.031108 | val_loss: 0.0312072 | Time: 2235.94 ms [2022-01-02 13:49:07 main:581] : INFO : Epoch 1961 | loss: 0.0311133 | val_loss: 0.0311924 | Time: 2215.23 ms [2022-01-02 13:49:09 main:581] : INFO : Epoch 1962 | loss: 0.0311208 | val_loss: 0.0312045 | Time: 2227.19 ms [2022-01-02 13:49:11 main:581] : INFO : Epoch 1963 | loss: 0.0311119 | val_loss: 0.0312034 | Time: 2230.76 ms [2022-01-02 13:49:13 main:581] : INFO : Epoch 1964 | loss: 0.031109 | val_loss: 0.0311992 | Time: 2256.82 ms [2022-01-02 13:49:16 main:581] : INFO : Epoch 1965 | loss: 0.031113 | val_loss: 0.0312094 | Time: 2237.07 ms [2022-01-02 13:49:18 main:581] : INFO : Epoch 1966 | loss: 0.0311115 | val_loss: 0.0312063 | Time: 2234.01 ms [2022-01-02 13:49:20 main:581] : INFO : Epoch 1967 | loss: 0.0311066 | val_loss: 0.0312012 | Time: 2231.54 ms [2022-01-02 13:49:22 main:581] : INFO : Epoch 1968 | loss: 0.0311034 | val_loss: 0.0312042 | Time: 2208.04 ms [2022-01-02 13:49:25 main:581] : INFO : Epoch 1969 | loss: 0.0311062 | val_loss: 0.0311971 | Time: 2240.39 ms [2022-01-02 13:49:27 main:581] : INFO : Epoch 1970 | loss: 0.0311105 | val_loss: 0.0312062 | Time: 2237 ms [2022-01-02 13:49:29 main:581] : INFO : Epoch 1971 | loss: 0.0311099 | val_loss: 0.0311998 | Time: 2228.56 ms [2022-01-02 13:49:31 main:581] : INFO : Epoch 1972 | loss: 0.0311191 | val_loss: 0.0311983 | Time: 2228.12 ms [2022-01-02 13:49:34 main:581] : INFO : Epoch 1973 | loss: 0.0311124 | val_loss: 0.0311945 | Time: 2229.65 ms [2022-01-02 13:49:36 main:581] : INFO : Epoch 1974 | loss: 0.0311111 | val_loss: 0.0311968 | Time: 2230.65 ms [2022-01-02 13:49:38 main:581] : INFO : Epoch 1975 | loss: 0.0311073 | val_loss: 0.0312119 | Time: 2228.94 ms [2022-01-02 13:49:40 main:581] : INFO : Epoch 1976 | loss: 0.0311059 | val_loss: 0.0312039 | Time: 2232.25 ms [2022-01-02 13:49:42 main:581] : INFO : Epoch 1977 | loss: 0.0311075 | val_loss: 0.0311987 | Time: 2232.05 ms [2022-01-02 13:49:45 main:581] : INFO : Epoch 1978 | loss: 0.0311078 | val_loss: 0.0311968 | Time: 2230.16 ms [2022-01-02 13:49:47 main:581] : INFO : Epoch 1979 | loss: 0.0311076 | val_loss: 0.0311937 | Time: 2217.09 ms [2022-01-02 13:49:49 main:581] : INFO : Epoch 1980 | loss: 0.0311108 | val_loss: 0.0312154 | Time: 2210.51 ms [2022-01-02 13:49:51 main:581] : INFO : Epoch 1981 | loss: 0.0311062 | val_loss: 0.0312276 | Time: 2235.61 ms [2022-01-02 13:49:54 main:581] : INFO : Epoch 1982 | loss: 0.0311137 | val_loss: 0.0312012 | Time: 2229.82 ms [2022-01-02 13:49:56 main:581] : INFO : Epoch 1983 | loss: 0.0311061 | val_loss: 0.0312178 | Time: 2232.19 ms [2022-01-02 13:49:58 main:581] : INFO : Epoch 1984 | loss: 0.0311089 | val_loss: 0.0312 | Time: 2230.37 ms [2022-01-02 13:50:00 main:581] : INFO : Epoch 1985 | loss: 0.0311057 | val_loss: 0.0312145 | Time: 2231.14 ms [2022-01-02 13:50:03 main:581] : INFO : Epoch 1986 | loss: 0.031104 | val_loss: 0.0312056 | Time: 2232.76 ms [2022-01-02 13:50:05 main:581] : INFO : Epoch 1987 | loss: 0.0311061 | val_loss: 0.031219 | Time: 2230.22 ms [2022-01-02 13:50:07 main:581] : INFO : Epoch 1988 | loss: 0.0311059 | val_loss: 0.0312044 | Time: 2228.13 ms [2022-01-02 13:50:09 main:581] : INFO : Epoch 1989 | loss: 0.0311003 | val_loss: 0.0312021 | Time: 2232.53 ms [2022-01-02 13:50:11 main:581] : INFO : Epoch 1990 | loss: 0.0310996 | val_loss: 0.0312043 | Time: 2231.82 ms [2022-01-02 13:50:14 main:581] : INFO : Epoch 1991 | loss: 0.0311059 | val_loss: 0.0312091 | Time: 2255.25 ms [2022-01-02 13:50:16 main:581] : INFO : Epoch 1992 | loss: 0.0311123 | val_loss: 0.0311983 | Time: 2230.2 ms [2022-01-02 13:50:18 main:581] : INFO : Epoch 1993 | loss: 0.031116 | val_loss: 0.0312042 | Time: 2251.98 ms [2022-01-02 13:50:20 main:581] : INFO : Epoch 1994 | loss: 0.0311115 | val_loss: 0.0312161 | Time: 2230.92 ms [2022-01-02 13:50:23 main:581] : INFO : Epoch 1995 | loss: 0.0311071 | val_loss: 0.0312206 | Time: 2226.19 ms [2022-01-02 13:50:25 main:581] : INFO : Epoch 1996 | loss: 0.0311086 | val_loss: 0.0312004 | Time: 2234.24 ms [2022-01-02 13:50:27 main:581] : INFO : Epoch 1997 | loss: 0.0311092 | val_loss: 0.031205 | Time: 2233.11 ms [2022-01-02 13:50:29 main:581] : INFO : Epoch 1998 | loss: 0.0311112 | val_loss: 0.0312075 | Time: 2235.53 ms [2022-01-02 13:50:32 main:581] : INFO : Epoch 1999 | loss: 0.0311126 | val_loss: 0.0312111 | Time: 2232.92 ms [2022-01-02 13:50:34 main:581] : INFO : Epoch 2000 | loss: 0.0311131 | val_loss: 0.0312077 | Time: 2228.59 ms [2022-01-02 13:50:36 main:581] : INFO : Epoch 2001 | loss: 0.0311102 | val_loss: 0.0312039 | Time: 2234.21 ms [2022-01-02 13:50:38 main:581] : INFO : Epoch 2002 | loss: 0.0311062 | val_loss: 0.0311989 | Time: 2237.79 ms [2022-01-02 13:50:41 main:581] : INFO : Epoch 2003 | loss: 0.0311113 | val_loss: 0.0312077 | Time: 2232.3 ms [2022-01-02 13:50:43 main:581] : INFO : Epoch 2004 | loss: 0.0311065 | val_loss: 0.0312055 | Time: 2235.42 ms [2022-01-02 13:50:45 main:581] : INFO : Epoch 2005 | loss: 0.0311084 | val_loss: 0.0312029 | Time: 2229.08 ms [2022-01-02 13:50:47 main:581] : INFO : Epoch 2006 | loss: 0.0311055 | val_loss: 0.0311994 | Time: 2226.41 ms [2022-01-02 13:50:49 main:581] : INFO : Epoch 2007 | loss: 0.0311061 | val_loss: 0.0312166 | Time: 2199.5 ms [2022-01-02 13:50:52 main:581] : INFO : Epoch 2008 | loss: 0.0311045 | val_loss: 0.0312095 | Time: 2221.7 ms [2022-01-02 13:50:54 main:581] : INFO : Epoch 2009 | loss: 0.0311012 | val_loss: 0.0312159 | Time: 2233.95 ms [2022-01-02 13:50:56 main:581] : INFO : Epoch 2010 | loss: 0.0311037 | val_loss: 0.0312057 | Time: 2232.45 ms [2022-01-02 13:50:58 main:581] : INFO : Epoch 2011 | loss: 0.0311012 | val_loss: 0.0312107 | Time: 2231.18 ms [2022-01-02 13:51:01 main:581] : INFO : Epoch 2012 | loss: 0.0310986 | val_loss: 0.0312221 | Time: 2238.14 ms [2022-01-02 13:51:03 main:581] : INFO : Epoch 2013 | loss: 0.0310984 | val_loss: 0.0312085 | Time: 2230.73 ms [2022-01-02 13:51:05 main:581] : INFO : Epoch 2014 | loss: 0.0311063 | val_loss: 0.0312048 | Time: 2222.19 ms [2022-01-02 13:51:07 main:581] : INFO : Epoch 2015 | loss: 0.0311049 | val_loss: 0.0312096 | Time: 2223.8 ms [2022-01-02 13:51:09 main:581] : INFO : Epoch 2016 | loss: 0.0311092 | val_loss: 0.03121 | Time: 2225.25 ms [2022-01-02 13:51:12 main:581] : INFO : Epoch 2017 | loss: 0.0311101 | val_loss: 0.0312105 | Time: 2222.89 ms [2022-01-02 13:51:14 main:581] : INFO : Epoch 2018 | loss: 0.0311123 | val_loss: 0.0312186 | Time: 2224.44 ms [2022-01-02 13:51:16 main:581] : INFO : Epoch 2019 | loss: 0.0311046 | val_loss: 0.0312192 | Time: 2223.34 ms [2022-01-02 13:51:18 main:581] : INFO : Epoch 2020 | loss: 0.0311114 | val_loss: 0.0312064 | Time: 2227 ms [2022-01-02 13:51:21 main:581] : INFO : Epoch 2021 | loss: 0.0311065 | val_loss: 0.0312073 | Time: 2220.64 ms [2022-01-02 13:51:23 main:581] : INFO : Epoch 2022 | loss: 0.0311108 | val_loss: 0.0311979 | Time: 2231.96 ms [2022-01-02 13:51:25 main:581] : INFO : Epoch 2023 | loss: 0.0311078 | val_loss: 0.0312105 | Time: 2230.41 ms [2022-01-02 13:51:27 main:581] : INFO : Epoch 2024 | loss: 0.0311094 | val_loss: 0.0312111 | Time: 2225.64 ms [2022-01-02 13:51:30 main:581] : INFO : Epoch 2025 | loss: 0.0311125 | val_loss: 0.0312172 | Time: 2228.81 ms [2022-01-02 13:51:32 main:581] : INFO : Epoch 2026 | loss: 0.0311108 | val_loss: 0.031202 | Time: 2220.27 ms [2022-01-02 13:51:34 main:581] : INFO : Epoch 2027 | loss: 0.0311152 | val_loss: 0.0311998 | Time: 2231.53 ms [2022-01-02 13:51:36 main:581] : INFO : Epoch 2028 | loss: 0.0311099 | val_loss: 0.0312034 | Time: 2229.79 ms [2022-01-02 13:51:38 main:581] : INFO : Epoch 2029 | loss: 0.0311092 | val_loss: 0.0311981 | Time: 2225.09 ms [2022-01-02 13:51:41 main:581] : INFO : Epoch 2030 | loss: 0.0311234 | val_loss: 0.0311986 | Time: 2226.56 ms [2022-01-02 13:51:43 main:581] : INFO : Epoch 2031 | loss: 0.0311192 | val_loss: 0.0312038 | Time: 2229.82 ms [2022-01-02 13:51:45 main:581] : INFO : Epoch 2032 | loss: 0.031113 | val_loss: 0.0311984 | Time: 2230.28 ms [2022-01-02 13:51:47 main:581] : INFO : Epoch 2033 | loss: 0.0311087 | val_loss: 0.0311987 | Time: 2229.45 ms [2022-01-02 13:51:50 main:581] : INFO : Epoch 2034 | loss: 0.0311053 | val_loss: 0.0312048 | Time: 2232.33 ms [2022-01-02 13:51:52 main:581] : INFO : Epoch 2035 | loss: 0.0311044 | val_loss: 0.0312042 | Time: 2232.17 ms [2022-01-02 13:51:54 main:581] : INFO : Epoch 2036 | loss: 0.031104 | val_loss: 0.0312085 | Time: 2228.52 ms [2022-01-02 13:51:56 main:581] : INFO : Epoch 2037 | loss: 0.0311118 | val_loss: 0.0312125 | Time: 2229.77 ms [2022-01-02 13:51:59 main:581] : INFO : Epoch 2038 | loss: 0.0311039 | val_loss: 0.0312012 | Time: 2231.48 ms [2022-01-02 13:52:01 main:581] : INFO : Epoch 2039 | loss: 0.0311066 | val_loss: 0.0311942 | Time: 2232.59 ms [2022-01-02 13:52:03 main:581] : INFO : Epoch 2040 | loss: 0.0311076 | val_loss: 0.0312066 | Time: 2222.3 ms [2022-01-02 13:52:05 main:581] : INFO : Epoch 2041 | loss: 0.0311053 | val_loss: 0.0311991 | Time: 2223.91 ms [2022-01-02 13:52:07 main:581] : INFO : Epoch 2042 | loss: 0.0311037 | val_loss: 0.0312244 | Time: 2228.74 ms [2022-01-02 13:52:10 main:581] : INFO : Epoch 2043 | loss: 0.0311034 | val_loss: 0.0312089 | Time: 2235.4 ms [2022-01-02 13:52:12 main:581] : INFO : Epoch 2044 | loss: 0.0311048 | val_loss: 0.0312078 | Time: 2228.89 ms [2022-01-02 13:52:14 main:581] : INFO : Epoch 2045 | loss: 0.0311081 | val_loss: 0.0311995 | Time: 2232.05 ms [2022-01-02 13:52:16 main:581] : INFO : Epoch 2046 | loss: 0.0311061 | val_loss: 0.0312006 | Time: 2234.78 ms [2022-01-02 13:52:19 main:581] : INFO : Epoch 2047 | loss: 0.0311149 | val_loss: 0.0312077 | Time: 2224.05 ms [2022-01-02 13:52:21 main:581] : INFO : Epoch 2048 | loss: 0.031113 | val_loss: 0.0311971 | Time: 2227.2 ms [2022-01-02 13:52:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311971 [2022-01-02 13:52:21 main:610] : INFO : Saving end state to config to file [2022-01-02 13:52:21 main:615] : INFO : Success, exiting.. 13:52:21 (2121): 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)