Task 7721589
| Name | ParityModified-1631734056-15100-0_2 |
| Workunit | 5051634 |
| Created | 30 Sep 2021, 12:37:03 UTC |
| Sent | 1 Oct 2021, 0:26:19 UTC |
| Report deadline | 9 Oct 2021, 0:26:19 UTC |
| Received | 1 Oct 2021, 1:44:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 18 min 11 sec |
| CPU time | 1 hours 17 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309699 | val_loss: 0.0313561 | Time: 2303.13 ms
[2021-10-01 03:25:31 main:574] : INFO : Epoch 1543 | loss: 0.0309701 | val_loss: 0.0314108 | Time: 2203.74 ms
[2021-10-01 03:25:34 main:574] : INFO : Epoch 1544 | loss: 0.0309752 | val_loss: 0.0313558 | Time: 2229.05 ms
[2021-10-01 03:25:36 main:574] : INFO : Epoch 1545 | loss: 0.0309669 | val_loss: 0.031372 | Time: 2317.11 ms
[2021-10-01 03:25:38 main:574] : INFO : Epoch 1546 | loss: 0.0309674 | val_loss: 0.0313596 | Time: 2298.28 ms
[2021-10-01 03:25:41 main:574] : INFO : Epoch 1547 | loss: 0.0309777 | val_loss: 0.031389 | Time: 2238.73 ms
[2021-10-01 03:25:43 main:574] : INFO : Epoch 1548 | loss: 0.0309717 | val_loss: 0.0313517 | Time: 2266.59 ms
[2021-10-01 03:25:45 main:574] : INFO : Epoch 1549 | loss: 0.0309638 | val_loss: 0.0313529 | Time: 2367.62 ms
[2021-10-01 03:25:47 main:574] : INFO : Epoch 1550 | loss: 0.0309685 | val_loss: 0.0314073 | Time: 2251.05 ms
[2021-10-01 03:25:50 main:574] : INFO : Epoch 1551 | loss: 0.0309694 | val_loss: 0.0313556 | Time: 2292.39 ms
[2021-10-01 03:25:52 main:574] : INFO : Epoch 1552 | loss: 0.0309648 | val_loss: 0.0313922 | Time: 2322.65 ms
[2021-10-01 03:25:54 main:574] : INFO : Epoch 1553 | loss: 0.0309589 | val_loss: 0.031373 | Time: 2287.1 ms
[2021-10-01 03:25:57 main:574] : INFO : Epoch 1554 | loss: 0.0309718 | val_loss: 0.0313592 | Time: 2230.57 ms
[2021-10-01 03:25:59 main:574] : INFO : Epoch 1555 | loss: 0.0309735 | val_loss: 0.03135 | Time: 2285.79 ms
[2021-10-01 03:26:01 main:574] : INFO : Epoch 1556 | loss: 0.0309717 | val_loss: 0.0314377 | Time: 2320.38 ms
[2021-10-01 03:26:04 main:574] : INFO : Epoch 1557 | loss: 0.0309803 | val_loss: 0.0313528 | Time: 2306.88 ms
[2021-10-01 03:26:06 main:574] : INFO : Epoch 1558 | loss: 0.0309655 | val_loss: 0.0313923 | Time: 2233.81 ms
[2021-10-01 03:26:08 main:574] : INFO : Epoch 1559 | loss: 0.0309747 | val_loss: 0.0313584 | Time: 2313.92 ms
[2021-10-01 03:26:10 main:574] : INFO : Epoch 1560 | loss: 0.0309742 | val_loss: 0.0313839 | Time: 2337.1 ms
[2021-10-01 03:26:13 main:574] : INFO : Epoch 1561 | loss: 0.0309801 | val_loss: 0.0313719 | Time: 2295.22 ms
[2021-10-01 03:26:15 main:574] : INFO : Epoch 1562 | loss: 0.0309765 | val_loss: 0.031395 | Time: 2317.21 ms
[2021-10-01 03:26:17 main:574] : INFO : Epoch 1563 | loss: 0.0309757 | val_loss: 0.0314052 | Time: 2311.59 ms
[2021-10-01 03:26:20 main:574] : INFO : Epoch 1564 | loss: 0.0309701 | val_loss: 0.0313676 | Time: 2255.89 ms
[2021-10-01 03:26:22 main:574] : INFO : Epoch 1565 | loss: 0.0309664 | val_loss: 0.0313814 | Time: 2198.55 ms
[2021-10-01 03:26:24 main:574] : INFO : Epoch 1566 | loss: 0.0309666 | val_loss: 0.0313775 | Time: 2264.28 ms
[2021-10-01 03:26:26 main:574] : INFO : Epoch 1567 | loss: 0.0309608 | val_loss: 0.0313942 | Time: 2344.2 ms
[2021-10-01 03:26:29 main:574] : INFO : Epoch 1568 | loss: 0.0309659 | val_loss: 0.0313652 | Time: 2272.99 ms
[2021-10-01 03:26:31 main:574] : INFO : Epoch 1569 | loss: 0.0309653 | val_loss: 0.0313629 | Time: 2253.08 ms
[2021-10-01 03:26:33 main:574] : INFO : Epoch 1570 | loss: 0.0309625 | val_loss: 0.0313661 | Time: 2285.37 ms
[2021-10-01 03:26:36 main:574] : INFO : Epoch 1571 | loss: 0.0309694 | val_loss: 0.0313769 | Time: 2308.23 ms
[2021-10-01 03:26:38 main:574] : INFO : Epoch 1572 | loss: 0.0309864 | val_loss: 0.0313214 | Time: 2278.5 ms
[2021-10-01 03:26:40 main:574] : INFO : Epoch 1573 | loss: 0.0309821 | val_loss: 0.0313335 | Time: 2321.73 ms
[2021-10-01 03:26:42 main:574] : INFO : Epoch 1574 | loss: 0.0309638 | val_loss: 0.0314134 | Time: 2261.87 ms
[2021-10-01 03:26:45 main:574] : INFO : Epoch 1575 | loss: 0.0309653 | val_loss: 0.0313804 | Time: 2218.97 ms
[2021-10-01 03:26:47 main:574] : INFO : Epoch 1576 | loss: 0.0309637 | val_loss: 0.0313845 | Time: 2257.3 ms
[2021-10-01 03:26:49 main:574] : INFO : Epoch 1577 | loss: 0.0309655 | val_loss: 0.0313714 | Time: 2281.55 ms
[2021-10-01 03:26:52 main:574] : INFO : Epoch 1578 | loss: 0.0309624 | val_loss: 0.0313526 | Time: 2311.44 ms
[2021-10-01 03:26:54 main:574] : INFO : Epoch 1579 | loss: 0.0309626 | val_loss: 0.0313898 | Time: 2290.66 ms
[2021-10-01 03:26:56 main:574] : INFO : Epoch 1580 | loss: 0.0309659 | val_loss: 0.0313278 | Time: 2245.96 ms
[2021-10-01 03:26:58 main:574] : INFO : Epoch 1581 | loss: 0.0309637 | val_loss: 0.0313614 | Time: 2276.15 ms
[2021-10-01 03:27:01 main:574] : INFO : Epoch 1582 | loss: 0.0309625 | val_loss: 0.031384 | Time: 2305 ms
[2021-10-01 03:27:03 main:574] : INFO : Epoch 1583 | loss: 0.0309687 | val_loss: 0.0314102 | Time: 2290.41 ms
[2021-10-01 03:27:05 main:574] : INFO : Epoch 1584 | loss: 0.0309775 | val_loss: 0.0313552 | Time: 2301.31 ms
[2021-10-01 03:27:08 main:574] : INFO : Epoch 1585 | loss: 0.0309742 | val_loss: 0.0313816 | Time: 2248.67 ms
[2021-10-01 03:27:10 main:574] : INFO : Epoch 1586 | loss: 0.0309712 | val_loss: 0.0313779 | Time: 2217.63 ms
[2021-10-01 03:27:12 main:574] : INFO : Epoch 1587 | loss: 0.0309638 | val_loss: 0.0313898 | Time: 2271.08 ms
[2021-10-01 03:27:14 main:574] : INFO : Epoch 1588 | loss: 0.0309614 | val_loss: 0.0314012 | Time: 2308.1 ms
[2021-10-01 03:27:17 main:574] : INFO : Epoch 1589 | loss: 0.030963 | val_loss: 0.0313771 | Time: 2308.17 ms
[2021-10-01 03:27:19 main:574] : INFO : Epoch 1590 | loss: 0.0309729 | val_loss: 0.0313577 | Time: 2302.03 ms
[2021-10-01 03:27:21 main:574] : INFO : Epoch 1591 | loss: 0.0309673 | val_loss: 0.0313785 | Time: 2313.37 ms
[2021-10-01 03:27:24 main:574] : INFO : Epoch 1592 | loss: 0.0309605 | val_loss: 0.0313821 | Time: 2264.25 ms
[2021-10-01 03:27:26 main:574] : INFO : Epoch 1593 | loss: 0.0309627 | val_loss: 0.0313493 | Time: 2276.77 ms
[2021-10-01 03:27:28 main:574] : INFO : Epoch 1594 | loss: 0.030966 | val_loss: 0.0313876 | Time: 2322.97 ms
[2021-10-01 03:27:30 main:574] : INFO : Epoch 1595 | loss: 0.0309714 | val_loss: 0.0313651 | Time: 2292.55 ms
[2021-10-01 03:27:33 main:574] : INFO : Epoch 1596 | loss: 0.0309717 | val_loss: 0.0313805 | Time: 2234.84 ms
[2021-10-01 03:27:35 main:574] : INFO : Epoch 1597 | loss: 0.0309709 | val_loss: 0.0313331 | Time: 2202.4 ms
[2021-10-01 03:27:37 main:574] : INFO : Epoch 1598 | loss: 0.0309736 | val_loss: 0.0313932 | Time: 2399.23 ms
[2021-10-01 03:27:40 main:574] : INFO : Epoch 1599 | loss: 0.0309724 | val_loss: 0.0313159 | Time: 2339.9 ms
[2021-10-01 03:27:42 main:574] : INFO : Epoch 1600 | loss: 0.0309763 | val_loss: 0.0313916 | Time: 2289.29 ms
[2021-10-01 03:27:44 main:574] : INFO : Epoch 1601 | loss: 0.0309693 | val_loss: 0.0313558 | Time: 2374.46 ms
[2021-10-01 03:27:47 main:574] : INFO : Epoch 1602 | loss: 0.0309582 | val_loss: 0.0313968 | Time: 2337.32 ms
[2021-10-01 03:27:49 main:574] : INFO : Epoch 1603 | loss: 0.030965 | val_loss: 0.0313826 | Time: 2259.65 ms
[2021-10-01 03:27:51 main:574] : INFO : Epoch 1604 | loss: 0.0309726 | val_loss: 0.0313386 | Time: 2268.23 ms
[2021-10-01 03:27:54 main:574] : INFO : Epoch 1605 | loss: 0.0309729 | val_loss: 0.0314009 | Time: 2322.95 ms
[2021-10-01 03:27:56 main:574] : INFO : Epoch 1606 | loss: 0.0309618 | val_loss: 0.0313877 | Time: 2265.58 ms
[2021-10-01 03:27:58 main:574] : INFO : Epoch 1607 | loss: 0.0309687 | val_loss: 0.0313792 | Time: 2216.93 ms
[2021-10-01 03:28:00 main:574] : INFO : Epoch 1608 | loss: 0.0309776 | val_loss: 0.0313524 | Time: 2235.86 ms
[2021-10-01 03:28:03 main:574] : INFO : Epoch 1609 | loss: 0.0309733 | val_loss: 0.031344 | Time: 2340.8 ms
[2021-10-01 03:28:05 main:574] : INFO : Epoch 1610 | loss: 0.0309702 | val_loss: 0.0314188 | Time: 2313.64 ms
[2021-10-01 03:28:07 main:574] : INFO : Epoch 1611 | loss: 0.0309715 | val_loss: 0.0313401 | Time: 2319.09 ms
[2021-10-01 03:28:10 main:574] : INFO : Epoch 1612 | loss: 0.0309664 | val_loss: 0.0313662 | Time: 2372.33 ms
[2021-10-01 03:28:12 main:574] : INFO : Epoch 1613 | loss: 0.0309718 | val_loss: 0.0313548 | Time: 2347.45 ms
[2021-10-01 03:28:14 main:574] : INFO : Epoch 1614 | loss: 0.0309787 | val_loss: 0.031375 | Time: 2287.06 ms
[2021-10-01 03:28:17 main:574] : INFO : Epoch 1615 | loss: 0.030974 | val_loss: 0.0314307 | Time: 2258.72 ms
[2021-10-01 03:28:19 main:574] : INFO : Epoch 1616 | loss: 0.0309741 | val_loss: 0.0313154 | Time: 2323.63 ms
[2021-10-01 03:28:21 main:574] : INFO : Epoch 1617 | loss: 0.0309749 | val_loss: 0.0313856 | Time: 2255.39 ms
[2021-10-01 03:28:23 main:574] : INFO : Epoch 1618 | loss: 0.0309728 | val_loss: 0.0313539 | Time: 2242.28 ms
[2021-10-01 03:28:26 main:574] : INFO : Epoch 1619 | loss: 0.0309664 | val_loss: 0.0313776 | Time: 2267.19 ms
[2021-10-01 03:28:28 main:574] : INFO : Epoch 1620 | loss: 0.0309618 | val_loss: 0.0313541 | Time: 2390.96 ms
[2021-10-01 03:28:30 main:574] : INFO : Epoch 1621 | loss: 0.0309726 | val_loss: 0.0314022 | Time: 2338.15 ms
[2021-10-01 03:28:33 main:574] : INFO : Epoch 1622 | loss: 0.0309673 | val_loss: 0.0313506 | Time: 2292.34 ms
[2021-10-01 03:28:35 main:574] : INFO : Epoch 1623 | loss: 0.0309954 | val_loss: 0.0313036 | Time: 2301.31 ms
[2021-10-01 03:28:37 main:574] : INFO : Epoch 1624 | loss: 0.0310342 | val_loss: 0.031378 | Time: 2348.68 ms
[2021-10-01 03:28:40 main:574] : INFO : Epoch 1625 | loss: 0.0310067 | val_loss: 0.0313594 | Time: 2248.19 ms
[2021-10-01 03:28:42 main:574] : INFO : Epoch 1626 | loss: 0.0309912 | val_loss: 0.0313579 | Time: 2264.23 ms
[2021-10-01 03:28:44 main:574] : INFO : Epoch 1627 | loss: 0.0309751 | val_loss: 0.0313385 | Time: 2338.49 ms
[2021-10-01 03:28:46 main:574] : INFO : Epoch 1628 | loss: 0.0309647 | val_loss: 0.0314125 | Time: 2255.59 ms
[2021-10-01 03:28:49 main:574] : INFO : Epoch 1629 | loss: 0.0309664 | val_loss: 0.0313376 | Time: 2252.16 ms
[2021-10-01 03:28:51 main:574] : INFO : Epoch 1630 | loss: 0.0309658 | val_loss: 0.0314071 | Time: 2228.77 ms
[2021-10-01 03:28:53 main:574] : INFO : Epoch 1631 | loss: 0.030964 | val_loss: 0.0313568 | Time: 2285.52 ms
[2021-10-01 03:28:56 main:574] : INFO : Epoch 1632 | loss: 0.0309724 | val_loss: 0.0313864 | Time: 2304.99 ms
[2021-10-01 03:28:58 main:574] : INFO : Epoch 1633 | loss: 0.0309674 | val_loss: 0.0313317 | Time: 2287.68 ms
[2021-10-01 03:29:00 main:574] : INFO : Epoch 1634 | loss: 0.0309694 | val_loss: 0.0313801 | Time: 2297.16 ms
[2021-10-01 03:29:03 main:574] : INFO : Epoch 1635 | loss: 0.0309657 | val_loss: 0.0313792 | Time: 2334.13 ms
[2021-10-01 03:29:05 main:574] : INFO : Epoch 1636 | loss: 0.0309638 | val_loss: 0.0313873 | Time: 2258.26 ms
[2021-10-01 03:29:07 main:574] : INFO : Epoch 1637 | loss: 0.0309624 | val_loss: 0.0313838 | Time: 2236.51 ms
[2021-10-01 03:29:09 main:574] : INFO : Epoch 1638 | loss: 0.0309618 | val_loss: 0.0313678 | Time: 2293.52 ms
[2021-10-01 03:29:12 main:574] : INFO : Epoch 1639 | loss: 0.0309623 | val_loss: 0.0313582 | Time: 2257.43 ms
[2021-10-01 03:29:14 main:574] : INFO : Epoch 1640 | loss: 0.0309618 | val_loss: 0.0314147 | Time: 2231.34 ms
[2021-10-01 03:29:16 main:574] : INFO : Epoch 1641 | loss: 0.03097 | val_loss: 0.0313694 | Time: 2272.4 ms
[2021-10-01 03:29:18 main:574] : INFO : Epoch 1642 | loss: 0.0309685 | val_loss: 0.0314205 | Time: 2301.31 ms
[2021-10-01 03:29:21 main:574] : INFO : Epoch 1643 | loss: 0.0310009 | val_loss: 0.0313546 | Time: 2277.57 ms
[2021-10-01 03:29:23 main:574] : INFO : Epoch 1644 | loss: 0.0309814 | val_loss: 0.0313683 | Time: 2252.49 ms
[2021-10-01 03:29:25 main:574] : INFO : Epoch 1645 | loss: 0.0309657 | val_loss: 0.0313884 | Time: 2282.13 ms
[2021-10-01 03:29:28 main:574] : INFO : Epoch 1646 | loss: 0.0309658 | val_loss: 0.0313509 | Time: 2294.81 ms
[2021-10-01 03:29:30 main:574] : INFO : Epoch 1647 | loss: 0.0309624 | val_loss: 0.0313641 | Time: 2245.81 ms
[2021-10-01 03:29:32 main:574] : INFO : Epoch 1648 | loss: 0.0309655 | val_loss: 0.031386 | Time: 2198.59 ms
[2021-10-01 03:29:34 main:574] : INFO : Epoch 1649 | loss: 0.0309608 | val_loss: 0.0313644 | Time: 2270.39 ms
[2021-10-01 03:29:36 main:574] : INFO : Epoch 1650 | loss: 0.0309646 | val_loss: 0.031351 | Time: 2221.75 ms
[2021-10-01 03:29:39 main:574] : INFO : Epoch 1651 | loss: 0.0309651 | val_loss: 0.0313505 | Time: 2221.4 ms
[2021-10-01 03:29:41 main:574] : INFO : Epoch 1652 | loss: 0.030966 | val_loss: 0.0313731 | Time: 2264.6 ms
[2021-10-01 03:29:43 main:574] : INFO : Epoch 1653 | loss: 0.0309698 | val_loss: 0.0314081 | Time: 2354.59 ms
[2021-10-01 03:29:46 main:574] : INFO : Epoch 1654 | loss: 0.0309644 | val_loss: 0.0313648 | Time: 2286.39 ms
[2021-10-01 03:29:48 main:574] : INFO : Epoch 1655 | loss: 0.0309617 | val_loss: 0.0313396 | Time: 2243.31 ms
[2021-10-01 03:29:50 main:574] : INFO : Epoch 1656 | loss: 0.0309663 | val_loss: 0.0313917 | Time: 2261.22 ms
[2021-10-01 03:29:52 main:574] : INFO : Epoch 1657 | loss: 0.0309644 | val_loss: 0.0313895 | Time: 2269.79 ms
[2021-10-01 03:29:55 main:574] : INFO : Epoch 1658 | loss: 0.0309705 | val_loss: 0.0313334 | Time: 2232.64 ms
[2021-10-01 03:29:57 main:574] : INFO : Epoch 1659 | loss: 0.0309616 | val_loss: 0.0314045 | Time: 2251.72 ms
[2021-10-01 03:29:59 main:574] : INFO : Epoch 1660 | loss: 0.0309666 | val_loss: 0.0313722 | Time: 2228.87 ms
[2021-10-01 03:30:01 main:574] : INFO : Epoch 1661 | loss: 0.0309671 | val_loss: 0.031405 | Time: 2229.53 ms
[2021-10-01 03:30:04 main:574] : INFO : Epoch 1662 | loss: 0.0309617 | val_loss: 0.0313905 | Time: 2248.17 ms
[2021-10-01 03:30:06 main:574] : INFO : Epoch 1663 | loss: 0.0309603 | val_loss: 0.0313666 | Time: 2253.34 ms
[2021-10-01 03:30:08 main:574] : INFO : Epoch 1664 | loss: 0.0309642 | val_loss: 0.0314082 | Time: 2261.66 ms
[2021-10-01 03:30:10 main:574] : INFO : Epoch 1665 | loss: 0.0309688 | val_loss: 0.031395 | Time: 2283.19 ms
[2021-10-01 03:30:13 main:574] : INFO : Epoch 1666 | loss: 0.030974 | val_loss: 0.03135 | Time: 2252.73 ms
[2021-10-01 03:30:15 main:574] : INFO : Epoch 1667 | loss: 0.0309753 | val_loss: 0.0313777 | Time: 2235.63 ms
[2021-10-01 03:30:17 main:574] : INFO : Epoch 1668 | loss: 0.0309704 | val_loss: 0.031386 | Time: 2232.93 ms
[2021-10-01 03:30:19 main:574] : INFO : Epoch 1669 | loss: 0.0309666 | val_loss: 0.0313622 | Time: 2245.06 ms
[2021-10-01 03:30:22 main:574] : INFO : Epoch 1670 | loss: 0.0309696 | val_loss: 0.0313567 | Time: 2214.19 ms
[2021-10-01 03:30:24 main:574] : INFO : Epoch 1671 | loss: 0.0309677 | val_loss: 0.0313509 | Time: 2218.02 ms
[2021-10-01 03:30:26 main:574] : INFO : Epoch 1672 | loss: 0.0309659 | val_loss: 0.0314065 | Time: 2214.46 ms
[2021-10-01 03:30:28 main:574] : INFO : Epoch 1673 | loss: 0.0309658 | val_loss: 0.0313273 | Time: 2276.93 ms
[2021-10-01 03:30:31 main:574] : INFO : Epoch 1674 | loss: 0.0309729 | val_loss: 0.0313922 | Time: 2255.04 ms
[2021-10-01 03:30:33 main:574] : INFO : Epoch 1675 | loss: 0.0309641 | val_loss: 0.0313964 | Time: 2234.91 ms
[2021-10-01 03:30:35 main:574] : INFO : Epoch 1676 | loss: 0.0309726 | val_loss: 0.0313775 | Time: 2309.88 ms
[2021-10-01 03:30:37 main:574] : INFO : Epoch 1677 | loss: 0.0309661 | val_loss: 0.03138 | Time: 2284.15 ms
[2021-10-01 03:30:40 main:574] : INFO : Epoch 1678 | loss: 0.0309687 | val_loss: 0.031391 | Time: 2223.53 ms
[2021-10-01 03:30:42 main:574] : INFO : Epoch 1679 | loss: 0.0309676 | val_loss: 0.031358 | Time: 2246.44 ms
[2021-10-01 03:30:44 main:574] : INFO : Epoch 1680 | loss: 0.0309621 | val_loss: 0.0313656 | Time: 2259.49 ms
[2021-10-01 03:30:46 main:574] : INFO : Epoch 1681 | loss: 0.0309659 | val_loss: 0.0313962 | Time: 2222.25 ms
[2021-10-01 03:30:49 main:574] : INFO : Epoch 1682 | loss: 0.0309695 | val_loss: 0.031388 | Time: 2203.97 ms
[2021-10-01 03:30:51 main:574] : INFO : Epoch 1683 | loss: 0.0309706 | val_loss: 0.0313425 | Time: 2243.76 ms
[2021-10-01 03:30:53 main:574] : INFO : Epoch 1684 | loss: 0.0309671 | val_loss: 0.0314294 | Time: 2264.51 ms
[2021-10-01 03:30:55 main:574] : INFO : Epoch 1685 | loss: 0.0309672 | val_loss: 0.0313624 | Time: 2239.89 ms
[2021-10-01 03:30:58 main:574] : INFO : Epoch 1686 | loss: 0.0309748 | val_loss: 0.0313767 | Time: 2250.47 ms
[2021-10-01 03:31:00 main:574] : INFO : Epoch 1687 | loss: 0.030975 | val_loss: 0.031335 | Time: 2288.16 ms
[2021-10-01 03:31:02 main:574] : INFO : Epoch 1688 | loss: 0.0309655 | val_loss: 0.0313829 | Time: 2240.07 ms
[2021-10-01 03:31:04 main:574] : INFO : Epoch 1689 | loss: 0.0309615 | val_loss: 0.0313945 | Time: 2179.68 ms
[2021-10-01 03:31:07 main:574] : INFO : Epoch 1690 | loss: 0.0309674 | val_loss: 0.0313887 | Time: 2231.19 ms
[2021-10-01 03:31:09 main:574] : INFO : Epoch 1691 | loss: 0.0309642 | val_loss: 0.0313666 | Time: 2249.65 ms
[2021-10-01 03:31:11 main:574] : INFO : Epoch 1692 | loss: 0.03097 | val_loss: 0.0314115 | Time: 2198.2 ms
[2021-10-01 03:31:13 main:574] : INFO : Epoch 1693 | loss: 0.0309649 | val_loss: 0.0313825 | Time: 2221.5 ms
[2021-10-01 03:31:16 main:574] : INFO : Epoch 1694 | loss: 0.0309659 | val_loss: 0.0314067 | Time: 2270.11 ms
[2021-10-01 03:31:18 main:574] : INFO : Epoch 1695 | loss: 0.0309683 | val_loss: 0.0313499 | Time: 2301.7 ms
[2021-10-01 03:31:20 main:574] : INFO : Epoch 1696 | loss: 0.0309693 | val_loss: 0.031396 | Time: 2242.13 ms
[2021-10-01 03:31:22 main:574] : INFO : Epoch 1697 | loss: 0.0309639 | val_loss: 0.0313768 | Time: 2267.23 ms
[2021-10-01 03:31:25 main:574] : INFO : Epoch 1698 | loss: 0.0309643 | val_loss: 0.0313415 | Time: 2338.59 ms
[2021-10-01 03:31:27 main:574] : INFO : Epoch 1699 | loss: 0.0309684 | val_loss: 0.0314058 | Time: 2250.45 ms
[2021-10-01 03:31:29 main:574] : INFO : Epoch 1700 | loss: 0.0309592 | val_loss: 0.0313781 | Time: 2196.84 ms
[2021-10-01 03:31:32 main:574] : INFO : Epoch 1701 | loss: 0.0309648 | val_loss: 0.0313746 | Time: 2276.95 ms
[2021-10-01 03:31:34 main:574] : INFO : Epoch 1702 | loss: 0.0309747 | val_loss: 0.0313804 | Time: 2222.91 ms
[2021-10-01 03:31:36 main:574] : INFO : Epoch 1703 | loss: 0.0310113 | val_loss: 0.0313357 | Time: 2182.47 ms
[2021-10-01 03:31:38 main:574] : INFO : Epoch 1704 | loss: 0.0310085 | val_loss: 0.0313618 | Time: 2248.19 ms
[2021-10-01 03:31:40 main:574] : INFO : Epoch 1705 | loss: 0.0309771 | val_loss: 0.0313236 | Time: 2293.89 ms
[2021-10-01 03:31:43 main:574] : INFO : Epoch 1706 | loss: 0.0309752 | val_loss: 0.0314019 | Time: 2240.44 ms
[2021-10-01 03:31:45 main:574] : INFO : Epoch 1707 | loss: 0.0309628 | val_loss: 0.0313222 | Time: 2230.44 ms
[2021-10-01 03:31:47 main:574] : INFO : Epoch 1708 | loss: 0.0309718 | val_loss: 0.031353 | Time: 2303.9 ms
[2021-10-01 03:31:50 main:574] : INFO : Epoch 1709 | loss: 0.0309786 | val_loss: 0.0313761 | Time: 2276.35 ms
[2021-10-01 03:31:52 main:574] : INFO : Epoch 1710 | loss: 0.03097 | val_loss: 0.0313919 | Time: 2217.59 ms
[2021-10-01 03:31:54 main:574] : INFO : Epoch 1711 | loss: 0.0309697 | val_loss: 0.0313808 | Time: 2283.24 ms
[2021-10-01 03:31:56 main:574] : INFO : Epoch 1712 | loss: 0.0309642 | val_loss: 0.0314011 | Time: 2272.75 ms
[2021-10-01 03:31:59 main:574] : INFO : Epoch 1713 | loss: 0.0309669 | val_loss: 0.0313615 | Time: 2220.13 ms
[2021-10-01 03:32:01 main:574] : INFO : Epoch 1714 | loss: 0.0309568 | val_loss: 0.0313835 | Time: 2170.57 ms
[2021-10-01 03:32:03 main:574] : INFO : Epoch 1715 | loss: 0.0309602 | val_loss: 0.031369 | Time: 2271.09 ms
[2021-10-01 03:32:05 main:574] : INFO : Epoch 1716 | loss: 0.0309649 | val_loss: 0.0313793 | Time: 2278.72 ms
[2021-10-01 03:32:08 main:574] : INFO : Epoch 1717 | loss: 0.0309727 | val_loss: 0.0313202 | Time: 2240.74 ms
[2021-10-01 03:32:10 main:574] : INFO : Epoch 1718 | loss: 0.030971 | val_loss: 0.0313716 | Time: 2255.4 ms
[2021-10-01 03:32:12 main:574] : INFO : Epoch 1719 | loss: 0.0309657 | val_loss: 0.0313855 | Time: 2291.69 ms
[2021-10-01 03:32:14 main:574] : INFO : Epoch 1720 | loss: 0.0309727 | val_loss: 0.0313806 | Time: 2264.71 ms
[2021-10-01 03:32:17 main:574] : INFO : Epoch 1721 | loss: 0.0309689 | val_loss: 0.0313965 | Time: 2231.7 ms
[2021-10-01 03:32:19 main:574] : INFO : Epoch 1722 | loss: 0.0309762 | val_loss: 0.0313494 | Time: 2247.14 ms
[2021-10-01 03:32:21 main:574] : INFO : Epoch 1723 | loss: 0.0309706 | val_loss: 0.0313977 | Time: 2252 ms
[2021-10-01 03:32:23 main:574] : INFO : Epoch 1724 | loss: 0.0309759 | val_loss: 0.0313674 | Time: 2206.76 ms
[2021-10-01 03:32:26 main:574] : INFO : Epoch 1725 | loss: 0.0309746 | val_loss: 0.0313522 | Time: 2193.25 ms
[2021-10-01 03:32:28 main:574] : INFO : Epoch 1726 | loss: 0.0309765 | val_loss: 0.0313783 | Time: 2285.97 ms
[2021-10-01 03:32:30 main:574] : INFO : Epoch 1727 | loss: 0.030966 | val_loss: 0.0314193 | Time: 2283.25 ms
[2021-10-01 03:32:32 main:574] : INFO : Epoch 1728 | loss: 0.030971 | val_loss: 0.0313478 | Time: 2227.76 ms
[2021-10-01 03:32:35 main:574] : INFO : Epoch 1729 | loss: 0.0309611 | val_loss: 0.0313568 | Time: 2244.83 ms
[2021-10-01 03:32:37 main:574] : INFO : Epoch 1730 | loss: 0.0309632 | val_loss: 0.0314174 | Time: 2179.45 ms
[2021-10-01 03:32:39 main:574] : INFO : Epoch 1731 | loss: 0.030965 | val_loss: 0.031415 | Time: 2163.55 ms
[2021-10-01 03:32:41 main:574] : INFO : Epoch 1732 | loss: 0.0309566 | val_loss: 0.0313862 | Time: 2242.63 ms
[2021-10-01 03:32:43 main:574] : INFO : Epoch 1733 | loss: 0.0309663 | val_loss: 0.0313662 | Time: 2233.98 ms
[2021-10-01 03:32:46 main:574] : INFO : Epoch 1734 | loss: 0.0309678 | val_loss: 0.0313731 | Time: 2257.34 ms
[2021-10-01 03:32:48 main:574] : INFO : Epoch 1735 | loss: 0.0309601 | val_loss: 0.0313793 | Time: 2221.23 ms
[2021-10-01 03:32:50 main:574] : INFO : Epoch 1736 | loss: 0.0309646 | val_loss: 0.0313316 | Time: 2279.84 ms
[2021-10-01 03:32:52 main:574] : INFO : Epoch 1737 | loss: 0.0309802 | val_loss: 0.0313632 | Time: 2254.18 ms
[2021-10-01 03:32:55 main:574] : INFO : Epoch 1738 | loss: 0.0309751 | val_loss: 0.0313441 | Time: 2245.62 ms
[2021-10-01 03:32:57 main:574] : INFO : Epoch 1739 | loss: 0.0309649 | val_loss: 0.0313937 | Time: 2231.54 ms
[2021-10-01 03:32:59 main:574] : INFO : Epoch 1740 | loss: 0.030957 | val_loss: 0.0314018 | Time: 2244.09 ms
[2021-10-01 03:33:01 main:574] : INFO : Epoch 1741 | loss: 0.0309618 | val_loss: 0.0313719 | Time: 2223.89 ms
[2021-10-01 03:33:04 main:574] : INFO : Epoch 1742 | loss: 0.030971 | val_loss: 0.0313765 | Time: 2177.18 ms
[2021-10-01 03:33:06 main:574] : INFO : Epoch 1743 | loss: 0.0309629 | val_loss: 0.0313766 | Time: 2227.67 ms
[2021-10-01 03:33:08 main:574] : INFO : Epoch 1744 | loss: 0.030958 | val_loss: 0.0313726 | Time: 2210.83 ms
[2021-10-01 03:33:10 main:574] : INFO : Epoch 1745 | loss: 0.030955 | val_loss: 0.0314091 | Time: 2207.31 ms
[2021-10-01 03:33:12 main:574] : INFO : Epoch 1746 | loss: 0.0309596 | val_loss: 0.031366 | Time: 2207.26 ms
[2021-10-01 03:33:15 main:574] : INFO : Epoch 1747 | loss: 0.0309741 | val_loss: 0.0313345 | Time: 2256.17 ms
[2021-10-01 03:33:17 main:574] : INFO : Epoch 1748 | loss: 0.0309942 | val_loss: 0.0313189 | Time: 2209.17 ms
[2021-10-01 03:33:19 main:574] : INFO : Epoch 1749 | loss: 0.0309964 | val_loss: 0.0313673 | Time: 2235.92 ms
[2021-10-01 03:33:21 main:574] : INFO : Epoch 1750 | loss: 0.0309701 | val_loss: 0.0313457 | Time: 2269.16 ms
[2021-10-01 03:33:24 main:574] : INFO : Epoch 1751 | loss: 0.0309629 | val_loss: 0.0313658 | Time: 2203.7 ms
[2021-10-01 03:33:26 main:574] : INFO : Epoch 1752 | loss: 0.0309664 | val_loss: 0.0313794 | Time: 2190.39 ms
[2021-10-01 03:33:28 main:574] : INFO : Epoch 1753 | loss: 0.0309573 | val_loss: 0.0313836 | Time: 2222 ms
[2021-10-01 03:33:30 main:574] : INFO : Epoch 1754 | loss: 0.030963 | val_loss: 0.0313861 | Time: 2225.53 ms
[2021-10-01 03:33:33 main:574] : INFO : Epoch 1755 | loss: 0.0309716 | val_loss: 0.0313292 | Time: 2206.31 ms
[2021-10-01 03:33:35 main:574] : INFO : Epoch 1756 | loss: 0.0309827 | val_loss: 0.0313894 | Time: 2176.81 ms
[2021-10-01 03:33:37 main:574] : INFO : Epoch 1757 | loss: 0.0309712 | val_loss: 0.0313418 | Time: 2222.72 ms
[2021-10-01 03:33:39 main:574] : INFO : Epoch 1758 | loss: 0.030977 | val_loss: 0.031408 | Time: 2211.69 ms
[2021-10-01 03:33:41 main:574] : INFO : Epoch 1759 | loss: 0.0309628 | val_loss: 0.0313693 | Time: 2237.98 ms
[2021-10-01 03:33:44 main:574] : INFO : Epoch 1760 | loss: 0.0309627 | val_loss: 0.031369 | Time: 2193.24 ms
[2021-10-01 03:33:46 main:574] : INFO : Epoch 1761 | loss: 0.0309623 | val_loss: 0.0313763 | Time: 2186.98 ms
[2021-10-01 03:33:48 main:574] : INFO : Epoch 1762 | loss: 0.0309693 | val_loss: 0.0313543 | Time: 2204.11 ms
[2021-10-01 03:33:50 main:574] : INFO : Epoch 1763 | loss: 0.0309674 | val_loss: 0.0313879 | Time: 2179.39 ms
[2021-10-01 03:33:52 main:574] : INFO : Epoch 1764 | loss: 0.0309685 | val_loss: 0.0313953 | Time: 2243.73 ms
[2021-10-01 03:33:55 main:574] : INFO : Epoch 1765 | loss: 0.0309703 | val_loss: 0.0313887 | Time: 2198.46 ms
[2021-10-01 03:33:57 main:574] : INFO : Epoch 1766 | loss: 0.0309749 | val_loss: 0.0313786 | Time: 2182.23 ms
[2021-10-01 03:33:59 main:574] : INFO : Epoch 1767 | loss: 0.0309712 | val_loss: 0.0313962 | Time: 2213.52 ms
[2021-10-01 03:34:01 main:574] : INFO : Epoch 1768 | loss: 0.0309655 | val_loss: 0.0313574 | Time: 2217.61 ms
[2021-10-01 03:34:03 main:574] : INFO : Epoch 1769 | loss: 0.0309642 | val_loss: 0.0313772 | Time: 2207.06 ms
[2021-10-01 03:34:06 main:574] : INFO : Epoch 1770 | loss: 0.0309597 | val_loss: 0.0313919 | Time: 2212.83 ms
[2021-10-01 03:34:08 main:574] : INFO : Epoch 1771 | loss: 0.0309635 | val_loss: 0.0313427 | Time: 2217.05 ms
[2021-10-01 03:34:10 main:574] : INFO : Epoch 1772 | loss: 0.0309638 | val_loss: 0.0313659 | Time: 2206.58 ms
[2021-10-01 03:34:12 main:574] : INFO : Epoch 1773 | loss: 0.030966 | val_loss: 0.0313385 | Time: 2209.25 ms
[2021-10-01 03:34:15 main:574] : INFO : Epoch 1774 | loss: 0.0309746 | val_loss: 0.031365 | Time: 2271.22 ms
[2021-10-01 03:34:17 main:574] : INFO : Epoch 1775 | loss: 0.0309733 | val_loss: 0.0313897 | Time: 2217.16 ms
[2021-10-01 03:34:19 main:574] : INFO : Epoch 1776 | loss: 0.0309719 | val_loss: 0.0313643 | Time: 2208.44 ms
[2021-10-01 03:34:21 main:574] : INFO : Epoch 1777 | loss: 0.0309654 | val_loss: 0.0314035 | Time: 2221.17 ms
[2021-10-01 03:34:23 main:574] : INFO : Epoch 1778 | loss: 0.0309628 | val_loss: 0.031367 | Time: 2225.28 ms
[2021-10-01 03:34:26 main:574] : INFO : Epoch 1779 | loss: 0.0309741 | val_loss: 0.031385 | Time: 2196.82 ms
[2021-10-01 03:34:28 main:574] : INFO : Epoch 1780 | loss: 0.0309667 | val_loss: 0.0314102 | Time: 2203.58 ms
[2021-10-01 03:34:30 main:574] : INFO : Epoch 1781 | loss: 0.030964 | val_loss: 0.0313336 | Time: 2228.8 ms
[2021-10-01 03:34:32 main:574] : INFO : Epoch 1782 | loss: 0.030979 | val_loss: 0.0313887 | Time: 2211.62 ms
[2021-10-01 03:34:35 main:574] : INFO : Epoch 1783 | loss: 0.0309775 | val_loss: 0.0313393 | Time: 2225.04 ms
[2021-10-01 03:34:37 main:574] : INFO : Epoch 1784 | loss: 0.0309675 | val_loss: 0.0313727 | Time: 2242.63 ms
[2021-10-01 03:34:39 main:574] : INFO : Epoch 1785 | loss: 0.0309699 | val_loss: 0.0313806 | Time: 2243.79 ms
[2021-10-01 03:34:41 main:574] : INFO : Epoch 1786 | loss: 0.0309607 | val_loss: 0.0313775 | Time: 2288.28 ms
[2021-10-01 03:34:44 main:574] : INFO : Epoch 1787 | loss: 0.0309598 | val_loss: 0.0313657 | Time: 2299.72 ms
[2021-10-01 03:34:46 main:574] : INFO : Epoch 1788 | loss: 0.0309636 | val_loss: 0.0313943 | Time: 2278.22 ms
[2021-10-01 03:34:48 main:574] : INFO : Epoch 1789 | loss: 0.0309638 | val_loss: 0.0314045 | Time: 2230.74 ms
[2021-10-01 03:34:50 main:574] : INFO : Epoch 1790 | loss: 0.0309605 | val_loss: 0.0313657 | Time: 2264.11 ms
[2021-10-01 03:34:53 main:574] : INFO : Epoch 1791 | loss: 0.0309741 | val_loss: 0.0313699 | Time: 2255.11 ms
[2021-10-01 03:34:55 main:574] : INFO : Epoch 1792 | loss: 0.0309592 | val_loss: 0.0313784 | Time: 2227.27 ms
[2021-10-01 03:34:57 main:574] : INFO : Epoch 1793 | loss: 0.0309667 | val_loss: 0.0313597 | Time: 2212.32 ms
[2021-10-01 03:34:59 main:574] : INFO : Epoch 1794 | loss: 0.030962 | val_loss: 0.0313747 | Time: 2273.35 ms
[2021-10-01 03:35:02 main:574] : INFO : Epoch 1795 | loss: 0.0309603 | val_loss: 0.0313438 | Time: 2257.9 ms
[2021-10-01 03:35:04 main:574] : INFO : Epoch 1796 | loss: 0.0309672 | val_loss: 0.0313826 | Time: 2237.15 ms
[2021-10-01 03:35:06 main:574] : INFO : Epoch 1797 | loss: 0.0309673 | val_loss: 0.0313738 | Time: 2263.24 ms
[2021-10-01 03:35:08 main:574] : INFO : Epoch 1798 | loss: 0.0309612 | val_loss: 0.0313981 | Time: 2228.55 ms
[2021-10-01 03:35:11 main:574] : INFO : Epoch 1799 | loss: 0.0309572 | val_loss: 0.0313835 | Time: 2250.01 ms
[2021-10-01 03:35:13 main:574] : INFO : Epoch 1800 | loss: 0.0309655 | val_loss: 0.0313819 | Time: 2198.46 ms
[2021-10-01 03:35:15 main:574] : INFO : Epoch 1801 | loss: 0.0309629 | val_loss: 0.031365 | Time: 2268.56 ms
[2021-10-01 03:35:17 main:574] : INFO : Epoch 1802 | loss: 0.0309588 | val_loss: 0.0313632 | Time: 2265.25 ms
[2021-10-01 03:35:20 main:574] : INFO : Epoch 1803 | loss: 0.0309575 | val_loss: 0.0313768 | Time: 2249.78 ms
[2021-10-01 03:35:22 main:574] : INFO : Epoch 1804 | loss: 0.0309697 | val_loss: 0.0313816 | Time: 2206.75 ms
[2021-10-01 03:35:24 main:574] : INFO : Epoch 1805 | loss: 0.0309633 | val_loss: 0.0313844 | Time: 2235.94 ms
[2021-10-01 03:35:26 main:574] : INFO : Epoch 1806 | loss: 0.0309726 | val_loss: 0.0313359 | Time: 2225.23 ms
[2021-10-01 03:35:29 main:574] : INFO : Epoch 1807 | loss: 0.0309664 | val_loss: 0.0314137 | Time: 2209.41 ms
[2021-10-01 03:35:31 main:574] : INFO : Epoch 1808 | loss: 0.0309688 | val_loss: 0.0313684 | Time: 2227.89 ms
[2021-10-01 03:35:33 main:574] : INFO : Epoch 1809 | loss: 0.030966 | val_loss: 0.0313712 | Time: 2237.81 ms
[2021-10-01 03:35:35 main:574] : INFO : Epoch 1810 | loss: 0.0309728 | val_loss: 0.0313767 | Time: 2201.36 ms
[2021-10-01 03:35:37 main:574] : INFO : Epoch 1811 | loss: 0.0309704 | val_loss: 0.0313934 | Time: 2205.01 ms
[2021-10-01 03:35:40 main:574] : INFO : Epoch 1812 | loss: 0.0309677 | val_loss: 0.031333 | Time: 2214.79 ms
[2021-10-01 03:35:42 main:574] : INFO : Epoch 1813 | loss: 0.030965 | val_loss: 0.0314094 | Time: 2176.9 ms
[2021-10-01 03:35:44 main:574] : INFO : Epoch 1814 | loss: 0.0309666 | val_loss: 0.0313475 | Time: 2194.6 ms
[2021-10-01 03:35:46 main:574] : INFO : Epoch 1815 | loss: 0.0309706 | val_loss: 0.0313971 | Time: 2186.13 ms
[2021-10-01 03:35:49 main:574] : INFO : Epoch 1816 | loss: 0.0309681 | val_loss: 0.0313931 | Time: 2225.72 ms
[2021-10-01 03:35:51 main:574] : INFO : Epoch 1817 | loss: 0.0309665 | val_loss: 0.0313967 | Time: 2246.81 ms
[2021-10-01 03:35:53 main:574] : INFO : Epoch 1818 | loss: 0.0309746 | val_loss: 0.0313726 | Time: 2187.91 ms
[2021-10-01 03:35:55 main:574] : INFO : Epoch 1819 | loss: 0.0309724 | val_loss: 0.031346 | Time: 2197.48 ms
[2021-10-01 03:35:57 main:574] : INFO : Epoch 1820 | loss: 0.0309714 | val_loss: 0.0313905 | Time: 2233.77 ms
[2021-10-01 03:36:00 main:574] : INFO : Epoch 1821 | loss: 0.0309696 | val_loss: 0.0313662 | Time: 2172.14 ms
[2021-10-01 03:36:02 main:574] : INFO : Epoch 1822 | loss: 0.0309663 | val_loss: 0.0313623 | Time: 2216.16 ms
[2021-10-01 03:36:04 main:574] : INFO : Epoch 1823 | loss: 0.0309715 | val_loss: 0.0313716 | Time: 2215.05 ms
[2021-10-01 03:36:06 main:574] : INFO : Epoch 1824 | loss: 0.0309778 | val_loss: 0.0313283 | Time: 2189.99 ms
[2021-10-01 03:36:08 main:574] : INFO : Epoch 1825 | loss: 0.0309794 | val_loss: 0.0314122 | Time: 2175.9 ms
[2021-10-01 03:36:11 main:574] : INFO : Epoch 1826 | loss: 0.0309652 | val_loss: 0.0313537 | Time: 2230.07 ms
[2021-10-01 03:36:13 main:574] : INFO : Epoch 1827 | loss: 0.0309659 | val_loss: 0.0313915 | Time: 2233.68 ms
[2021-10-01 03:36:15 main:574] : INFO : Epoch 1828 | loss: 0.0309729 | val_loss: 0.031345 | Time: 2232.13 ms
[2021-10-01 03:36:17 main:574] : INFO : Epoch 1829 | loss: 0.0309798 | val_loss: 0.0313973 | Time: 2239.59 ms
[2021-10-01 03:36:20 main:574] : INFO : Epoch 1830 | loss: 0.0309708 | val_loss: 0.0313674 | Time: 2272.93 ms
[2021-10-01 03:36:22 main:574] : INFO : Epoch 1831 | loss: 0.0309729 | val_loss: 0.0313614 | Time: 2251.94 ms
[2021-10-01 03:36:24 main:574] : INFO : Epoch 1832 | loss: 0.0309734 | val_loss: 0.0313613 | Time: 2196.92 ms
[2021-10-01 03:36:26 main:574] : INFO : Epoch 1833 | loss: 0.0309712 | val_loss: 0.0313698 | Time: 2256.68 ms
[2021-10-01 03:36:29 main:574] : INFO : Epoch 1834 | loss: 0.0309648 | val_loss: 0.031362 | Time: 2207.01 ms
[2021-10-01 03:36:31 main:574] : INFO : Epoch 1835 | loss: 0.0309609 | val_loss: 0.0314294 | Time: 2212.88 ms
[2021-10-01 03:36:33 main:574] : INFO : Epoch 1836 | loss: 0.031082 | val_loss: 0.0312611 | Time: 2228.76 ms
[2021-10-01 03:36:35 main:574] : INFO : Epoch 1837 | loss: 0.031103 | val_loss: 0.0312896 | Time: 2281.58 ms
[2021-10-01 03:36:38 main:574] : INFO : Epoch 1838 | loss: 0.0310572 | val_loss: 0.0313465 | Time: 2246.66 ms
[2021-10-01 03:36:40 main:574] : INFO : Epoch 1839 | loss: 0.0310261 | val_loss: 0.0313482 | Time: 2196.35 ms
[2021-10-01 03:36:42 main:574] : INFO : Epoch 1840 | loss: 0.0310024 | val_loss: 0.0313657 | Time: 2298.76 ms
[2021-10-01 03:36:44 main:574] : INFO : Epoch 1841 | loss: 0.0309932 | val_loss: 0.0313177 | Time: 2246.59 ms
[2021-10-01 03:36:47 main:574] : INFO : Epoch 1842 | loss: 0.0309856 | val_loss: 0.0313808 | Time: 2205.39 ms
[2021-10-01 03:36:49 main:574] : INFO : Epoch 1843 | loss: 0.0309831 | val_loss: 0.0313603 | Time: 2218.31 ms
[2021-10-01 03:36:51 main:574] : INFO : Epoch 1844 | loss: 0.0309757 | val_loss: 0.0313733 | Time: 2276.57 ms
[2021-10-01 03:36:53 main:574] : INFO : Epoch 1845 | loss: 0.0309751 | val_loss: 0.0313203 | Time: 2215.23 ms
[2021-10-01 03:36:55 main:574] : INFO : Epoch 1846 | loss: 0.0309828 | val_loss: 0.031403 | Time: 2186.04 ms
[2021-10-01 03:36:58 main:574] : INFO : Epoch 1847 | loss: 0.0309745 | val_loss: 0.0313533 | Time: 2274.68 ms
[2021-10-01 03:37:00 main:574] : INFO : Epoch 1848 | loss: 0.03097 | val_loss: 0.0313454 | Time: 2259.49 ms
[2021-10-01 03:37:02 main:574] : INFO : Epoch 1849 | loss: 0.0309657 | val_loss: 0.0313845 | Time: 2199.88 ms
[2021-10-01 03:37:04 main:574] : INFO : Epoch 1850 | loss: 0.0309676 | val_loss: 0.0314296 | Time: 2220.37 ms
[2021-10-01 03:37:07 main:574] : INFO : Epoch 1851 | loss: 0.0309719 | val_loss: 0.0313824 | Time: 2290.71 ms
[2021-10-01 03:37:09 main:574] : INFO : Epoch 1852 | loss: 0.0309715 | val_loss: 0.0313576 | Time: 2252.34 ms
[2021-10-01 03:37:11 main:574] : INFO : Epoch 1853 | loss: 0.0309692 | val_loss: 0.0313941 | Time: 2212.12 ms
[2021-10-01 03:37:13 main:574] : INFO : Epoch 1854 | loss: 0.0309656 | val_loss: 0.0313668 | Time: 2303.4 ms
[2021-10-01 03:37:16 main:574] : INFO : Epoch 1855 | loss: 0.0309594 | val_loss: 0.0313976 | Time: 2280.14 ms
[2021-10-01 03:37:18 main:574] : INFO : Epoch 1856 | loss: 0.0309549 | val_loss: 0.0313973 | Time: 2441.24 ms
[2021-10-01 03:37:21 main:574] : INFO : Epoch 1857 | loss: 0.0309707 | val_loss: 0.0313786 | Time: 2393.35 ms
[2021-10-01 03:37:23 main:574] : INFO : Epoch 1858 | loss: 0.030961 | val_loss: 0.0313588 | Time: 2357.85 ms
[2021-10-01 03:37:25 main:574] : INFO : Epoch 1859 | loss: 0.0309696 | val_loss: 0.0314068 | Time: 2254.11 ms
[2021-10-01 03:37:27 main:574] : INFO : Epoch 1860 | loss: 0.0309604 | val_loss: 0.0313749 | Time: 2201.22 ms
[2021-10-01 03:37:30 main:574] : INFO : Epoch 1861 | loss: 0.030974 | val_loss: 0.0313445 | Time: 2252.72 ms
[2021-10-01 03:37:32 main:574] : INFO : Epoch 1862 | loss: 0.0309767 | val_loss: 0.0313495 | Time: 2317.62 ms
[2021-10-01 03:37:34 main:574] : INFO : Epoch 1863 | loss: 0.030969 | val_loss: 0.0313949 | Time: 2211.82 ms
[2021-10-01 03:37:36 main:574] : INFO : Epoch 1864 | loss: 0.0309642 | val_loss: 0.0313312 | Time: 2202.79 ms
[2021-10-01 03:37:39 main:574] : INFO : Epoch 1865 | loss: 0.0309751 | val_loss: 0.0314279 | Time: 2261.69 ms
[2021-10-01 03:37:41 main:574] : INFO : Epoch 1866 | loss: 0.030973 | val_loss: 0.0313542 | Time: 2214.36 ms
[2021-10-01 03:37:43 main:574] : INFO : Epoch 1867 | loss: 0.0309672 | val_loss: 0.0314281 | Time: 2208.87 ms
[2021-10-01 03:37:45 main:574] : INFO : Epoch 1868 | loss: 0.0309764 | val_loss: 0.031346 | Time: 2225.13 ms
[2021-10-01 03:37:48 main:574] : INFO : Epoch 1869 | loss: 0.0309739 | val_loss: 0.0313828 | Time: 2238.14 ms
[2021-10-01 03:37:50 main:574] : INFO : Epoch 1870 | loss: 0.0309789 | val_loss: 0.0313228 | Time: 2228.17 ms
[2021-10-01 03:37:52 main:574] : INFO : Epoch 1871 | loss: 0.0309849 | val_loss: 0.0313783 | Time: 2241.82 ms
[2021-10-01 03:37:54 main:574] : INFO : Epoch 1872 | loss: 0.0309802 | val_loss: 0.0313526 | Time: 2280.12 ms
[2021-10-01 03:37:57 main:574] : INFO : Epoch 1873 | loss: 0.0309665 | val_loss: 0.0313902 | Time: 2257.43 ms
[2021-10-01 03:37:59 main:574] : INFO : Epoch 1874 | loss: 0.0309662 | val_loss: 0.031417 | Time: 2214.97 ms
[2021-10-01 03:38:01 main:574] : INFO : Epoch 1875 | loss: 0.030965 | val_loss: 0.0313533 | Time: 2230.38 ms
[2021-10-01 03:38:03 main:574] : INFO : Epoch 1876 | loss: 0.0309698 | val_loss: 0.0313641 | Time: 2220.86 ms
[2021-10-01 03:38:06 main:574] : INFO : Epoch 1877 | loss: 0.0309691 | val_loss: 0.0313542 | Time: 2198.72 ms
[2021-10-01 03:38:08 main:574] : INFO : Epoch 1878 | loss: 0.0309676 | val_loss: 0.0313629 | Time: 2277.59 ms
[2021-10-01 03:38:10 main:574] : INFO : Epoch 1879 | loss: 0.0309702 | val_loss: 0.0313963 | Time: 2231.49 ms
[2021-10-01 03:38:12 main:574] : INFO : Epoch 1880 | loss: 0.030976 | val_loss: 0.0313338 | Time: 2233.44 ms
[2021-10-01 03:38:15 main:574] : INFO : Epoch 1881 | loss: 0.0309698 | val_loss: 0.031376 | Time: 2244.07 ms
[2021-10-01 03:38:17 main:574] : INFO : Epoch 1882 | loss: 0.0309672 | val_loss: 0.0313954 | Time: 2251.85 ms
[2021-10-01 03:38:19 main:574] : INFO : Epoch 1883 | loss: 0.030963 | val_loss: 0.0313515 | Time: 2205.29 ms
[2021-10-01 03:38:21 main:574] : INFO : Epoch 1884 | loss: 0.03096 | val_loss: 0.0314034 | Time: 2224.69 ms
[2021-10-01 03:38:23 main:574] : INFO : Epoch 1885 | loss: 0.0309587 | val_loss: 0.0313552 | Time: 2269.97 ms
[2021-10-01 03:38:26 main:574] : INFO : Epoch 1886 | loss: 0.0309678 | val_loss: 0.0313971 | Time: 2204.25 ms
[2021-10-01 03:38:28 main:574] : INFO : Epoch 1887 | loss: 0.0309712 | val_loss: 0.0313618 | Time: 2208.53 ms
[2021-10-01 03:38:30 main:574] : INFO : Epoch 1888 | loss: 0.0309754 | val_loss: 0.031361 | Time: 2211.76 ms
[2021-10-01 03:38:32 main:574] : INFO : Epoch 1889 | loss: 0.0309796 | val_loss: 0.0313452 | Time: 2223.61 ms
[2021-10-01 03:38:35 main:574] : INFO : Epoch 1890 | loss: 0.0309699 | val_loss: 0.031382 | Time: 2212.83 ms
[2021-10-01 03:38:37 main:574] : INFO : Epoch 1891 | loss: 0.0309631 | val_loss: 0.0313996 | Time: 2249.7 ms
[2021-10-01 03:38:39 main:574] : INFO : Epoch 1892 | loss: 0.0309654 | val_loss: 0.0313796 | Time: 2315.56 ms
[2021-10-01 03:38:41 main:574] : INFO : Epoch 1893 | loss: 0.0309584 | val_loss: 0.0314259 | Time: 2250.54 ms
[2021-10-01 03:38:44 main:574] : INFO : Epoch 1894 | loss: 0.030966 | val_loss: 0.0313351 | Time: 2263.3 ms
[2021-10-01 03:38:46 main:574] : INFO : Epoch 1895 | loss: 0.0309642 | val_loss: 0.0313956 | Time: 2274.52 ms
[2021-10-01 03:38:48 main:574] : INFO : Epoch 1896 | loss: 0.0309698 | val_loss: 0.0313922 | Time: 2275.73 ms
[2021-10-01 03:38:50 main:574] : INFO : Epoch 1897 | loss: 0.0309843 | val_loss: 0.031357 | Time: 2197.24 ms
[2021-10-01 03:38:53 main:574] : INFO : Epoch 1898 | loss: 0.03098 | val_loss: 0.0313716 | Time: 2229.68 ms
[2021-10-01 03:38:55 main:574] : INFO : Epoch 1899 | loss: 0.0309765 | val_loss: 0.0313624 | Time: 2231.95 ms
[2021-10-01 03:38:57 main:574] : INFO : Epoch 1900 | loss: 0.0309691 | val_loss: 0.0313571 | Time: 2207.35 ms
[2021-10-01 03:38:59 main:574] : INFO : Epoch 1901 | loss: 0.0309662 | val_loss: 0.031376 | Time: 2201.3 ms
[2021-10-01 03:39:02 main:574] : INFO : Epoch 1902 | loss: 0.0309702 | val_loss: 0.0313478 | Time: 2226.63 ms
[2021-10-01 03:39:04 main:574] : INFO : Epoch 1903 | loss: 0.0309597 | val_loss: 0.0313505 | Time: 2361.99 ms
[2021-10-01 03:39:06 main:574] : INFO : Epoch 1904 | loss: 0.0309674 | val_loss: 0.0313962 | Time: 2253.41 ms
[2021-10-01 03:39:08 main:574] : INFO : Epoch 1905 | loss: 0.0309738 | val_loss: 0.0313841 | Time: 2263.53 ms
[2021-10-01 03:39:11 main:574] : INFO : Epoch 1906 | loss: 0.0309649 | val_loss: 0.0313283 | Time: 2253.13 ms
[2021-10-01 03:39:13 main:574] : INFO : Epoch 1907 | loss: 0.0309645 | val_loss: 0.0313997 | Time: 2207.42 ms
[2021-10-01 03:39:15 main:574] : INFO : Epoch 1908 | loss: 0.0309635 | val_loss: 0.0314226 | Time: 2171.16 ms
[2021-10-01 03:39:17 main:574] : INFO : Epoch 1909 | loss: 0.030967 | val_loss: 0.0313035 | Time: 2234.74 ms
[2021-10-01 03:39:20 main:574] : INFO : Epoch 1910 | loss: 0.0309879 | val_loss: 0.0314218 | Time: 2212.68 ms
[2021-10-01 03:39:22 main:574] : INFO : Epoch 1911 | loss: 0.0309876 | val_loss: 0.0313799 | Time: 2236.52 ms
[2021-10-01 03:39:24 main:574] : INFO : Epoch 1912 | loss: 0.0309684 | val_loss: 0.0313326 | Time: 2249.45 ms
[2021-10-01 03:39:26 main:574] : INFO : Epoch 1913 | loss: 0.0309678 | val_loss: 0.0313751 | Time: 2264.99 ms
[2021-10-01 03:39:29 main:574] : INFO : Epoch 1914 | loss: 0.0309682 | val_loss: 0.0313498 | Time: 2305.72 ms
[2021-10-01 03:39:31 main:574] : INFO : Epoch 1915 | loss: 0.0309685 | val_loss: 0.0313931 | Time: 2211.06 ms
[2021-10-01 03:39:33 main:574] : INFO : Epoch 1916 | loss: 0.0309683 | val_loss: 0.0313606 | Time: 2286.05 ms
[2021-10-01 03:39:35 main:574] : INFO : Epoch 1917 | loss: 0.0309773 | val_loss: 0.0313792 | Time: 2259.43 ms
[2021-10-01 03:39:38 main:574] : INFO : Epoch 1918 | loss: 0.0309711 | val_loss: 0.0313771 | Time: 2193.06 ms
[2021-10-01 03:39:40 main:574] : INFO : Epoch 1919 | loss: 0.0309758 | val_loss: 0.0314221 | Time: 2213.56 ms
[2021-10-01 03:39:42 main:574] : INFO : Epoch 1920 | loss: 0.0309685 | val_loss: 0.0313385 | Time: 2258.18 ms
[2021-10-01 03:39:44 main:574] : INFO : Epoch 1921 | loss: 0.0309664 | val_loss: 0.0313882 | Time: 2208.94 ms
[2021-10-01 03:39:47 main:574] : INFO : Epoch 1922 | loss: 0.0309668 | val_loss: 0.0313934 | Time: 2260.64 ms
[2021-10-01 03:39:49 main:574] : INFO : Epoch 1923 | loss: 0.0309616 | val_loss: 0.0313728 | Time: 2231.79 ms
[2021-10-01 03:39:51 main:574] : INFO : Epoch 1924 | loss: 0.0309574 | val_loss: 0.0313601 | Time: 2280.67 ms
[2021-10-01 03:39:53 main:574] : INFO : Epoch 1925 | loss: 0.0309729 | val_loss: 0.0313746 | Time: 2264.11 ms
[2021-10-01 03:39:56 main:574] : INFO : Epoch 1926 | loss: 0.0309625 | val_loss: 0.0314075 | Time: 2264.7 ms
[2021-10-01 03:39:58 main:574] : INFO : Epoch 1927 | loss: 0.0309589 | val_loss: 0.0313694 | Time: 2234.61 ms
[2021-10-01 03:40:00 main:574] : INFO : Epoch 1928 | loss: 0.0309709 | val_loss: 0.0314117 | Time: 2184.28 ms
[2021-10-01 03:40:02 main:574] : INFO : Epoch 1929 | loss: 0.0309731 | val_loss: 0.0313429 | Time: 2199.42 ms
[2021-10-01 03:40:04 main:574] : INFO : Epoch 1930 | loss: 0.0309725 | val_loss: 0.0313728 | Time: 2215.56 ms
[2021-10-01 03:40:07 main:574] : INFO : Epoch 1931 | loss: 0.0309663 | val_loss: 0.0313953 | Time: 2182.86 ms
[2021-10-01 03:40:09 main:574] : INFO : Epoch 1932 | loss: 0.0309625 | val_loss: 0.0313666 | Time: 2200.54 ms
[2021-10-01 03:40:11 main:574] : INFO : Epoch 1933 | loss: 0.030964 | val_loss: 0.0313921 | Time: 2234.29 ms
[2021-10-01 03:40:13 main:574] : INFO : Epoch 1934 | loss: 0.0309636 | val_loss: 0.0313312 | Time: 2233.21 ms
[2021-10-01 03:40:16 main:574] : INFO : Epoch 1935 | loss: 0.030966 | val_loss: 0.0313791 | Time: 2217 ms
[2021-10-01 03:40:18 main:574] : INFO : Epoch 1936 | loss: 0.0309654 | val_loss: 0.0313829 | Time: 2251 ms
[2021-10-01 03:40:20 main:574] : INFO : Epoch 1937 | loss: 0.0309688 | val_loss: 0.0314156 | Time: 2285.95 ms
[2021-10-01 03:40:22 main:574] : INFO : Epoch 1938 | loss: 0.030965 | val_loss: 0.0313844 | Time: 2227.77 ms
[2021-10-01 03:40:25 main:574] : INFO : Epoch 1939 | loss: 0.0309723 | val_loss: 0.0313865 | Time: 2197.45 ms
[2021-10-01 03:40:27 main:574] : INFO : Epoch 1940 | loss: 0.0309649 | val_loss: 0.0313839 | Time: 2188.88 ms
[2021-10-01 03:40:29 main:574] : INFO : Epoch 1941 | loss: 0.0309762 | val_loss: 0.0313667 | Time: 2219.7 ms
[2021-10-01 03:40:31 main:574] : INFO : Epoch 1942 | loss: 0.0309773 | val_loss: 0.0313242 | Time: 2226.44 ms
[2021-10-01 03:40:33 main:574] : INFO : Epoch 1943 | loss: 0.0309591 | val_loss: 0.0314405 | Time: 2253 ms
[2021-10-01 03:40:36 main:574] : INFO : Epoch 1944 | loss: 0.0309552 | val_loss: 0.0313693 | Time: 2261.85 ms
[2021-10-01 03:40:38 main:574] : INFO : Epoch 1945 | loss: 0.0309746 | val_loss: 0.0313636 | Time: 2243.15 ms
[2021-10-01 03:40:40 main:574] : INFO : Epoch 1946 | loss: 0.0309624 | val_loss: 0.0313902 | Time: 2272.43 ms
[2021-10-01 03:40:43 main:574] : INFO : Epoch 1947 | loss: 0.0309592 | val_loss: 0.0314119 | Time: 2289.16 ms
[2021-10-01 03:40:45 main:574] : INFO : Epoch 1948 | loss: 0.0309649 | val_loss: 0.0313768 | Time: 2229.6 ms
[2021-10-01 03:40:47 main:574] : INFO : Epoch 1949 | loss: 0.0309641 | val_loss: 0.0313765 | Time: 2280.75 ms
[2021-10-01 03:40:49 main:574] : INFO : Epoch 1950 | loss: 0.0309613 | val_loss: 0.0313737 | Time: 2269.87 ms
[2021-10-01 03:40:52 main:574] : INFO : Epoch 1951 | loss: 0.0309703 | val_loss: 0.0313647 | Time: 2263.16 ms
[2021-10-01 03:40:54 main:574] : INFO : Epoch 1952 | loss: 0.030967 | val_loss: 0.0313753 | Time: 2309.42 ms
[2021-10-01 03:40:56 main:574] : INFO : Epoch 1953 | loss: 0.0309692 | val_loss: 0.0313962 | Time: 2356.26 ms
[2021-10-01 03:40:59 main:574] : INFO : Epoch 1954 | loss: 0.0309592 | val_loss: 0.0313614 | Time: 2327.78 ms
[2021-10-01 03:41:01 main:574] : INFO : Epoch 1955 | loss: 0.0309681 | val_loss: 0.0314118 | Time: 2352.62 ms
[2021-10-01 03:41:03 main:574] : INFO : Epoch 1956 | loss: 0.0309724 | val_loss: 0.0313736 | Time: 2340.95 ms
[2021-10-01 03:41:06 main:574] : INFO : Epoch 1957 | loss: 0.0309646 | val_loss: 0.0313879 | Time: 2445.24 ms
[2021-10-01 03:41:08 main:574] : INFO : Epoch 1958 | loss: 0.0309622 | val_loss: 0.0313624 | Time: 2405.6 ms
[2021-10-01 03:41:10 main:574] : INFO : Epoch 1959 | loss: 0.0309578 | val_loss: 0.0313671 | Time: 2307.05 ms
[2021-10-01 03:41:13 main:574] : INFO : Epoch 1960 | loss: 0.0309636 | val_loss: 0.0313988 | Time: 2349.44 ms
[2021-10-01 03:41:15 main:574] : INFO : Epoch 1961 | loss: 0.0309674 | val_loss: 0.031352 | Time: 2257.22 ms
[2021-10-01 03:41:17 main:574] : INFO : Epoch 1962 | loss: 0.0309709 | val_loss: 0.0313744 | Time: 2266.22 ms
[2021-10-01 03:41:20 main:574] : INFO : Epoch 1963 | loss: 0.0309694 | val_loss: 0.0313601 | Time: 2307.06 ms
[2021-10-01 03:41:22 main:574] : INFO : Epoch 1964 | loss: 0.0309583 | val_loss: 0.0314291 | Time: 2364.97 ms
[2021-10-01 03:41:24 main:574] : INFO : Epoch 1965 | loss: 0.0309547 | val_loss: 0.0314045 | Time: 2341.52 ms
[2021-10-01 03:41:27 main:574] : INFO : Epoch 1966 | loss: 0.0309678 | val_loss: 0.0313415 | Time: 2405.98 ms
[2021-10-01 03:41:29 main:574] : INFO : Epoch 1967 | loss: 0.0309701 | val_loss: 0.0313828 | Time: 2331.15 ms
[2021-10-01 03:41:32 main:574] : INFO : Epoch 1968 | loss: 0.030967 | val_loss: 0.0313929 | Time: 2438.66 ms
[2021-10-01 03:41:34 main:574] : INFO : Epoch 1969 | loss: 0.0309631 | val_loss: 0.0313794 | Time: 2370.6 ms
[2021-10-01 03:41:36 main:574] : INFO : Epoch 1970 | loss: 0.0309622 | val_loss: 0.0313933 | Time: 2326.37 ms
[2021-10-01 03:41:39 main:574] : INFO : Epoch 1971 | loss: 0.0309673 | val_loss: 0.0313521 | Time: 2357.6 ms
[2021-10-01 03:41:41 main:574] : INFO : Epoch 1972 | loss: 0.030966 | val_loss: 0.0313881 | Time: 2289.2 ms
[2021-10-01 03:41:43 main:574] : INFO : Epoch 1973 | loss: 0.0309662 | val_loss: 0.0313958 | Time: 2232.78 ms
[2021-10-01 03:41:45 main:574] : INFO : Epoch 1974 | loss: 0.0309608 | val_loss: 0.0313953 | Time: 2309.83 ms
[2021-10-01 03:41:48 main:574] : INFO : Epoch 1975 | loss: 0.0309713 | val_loss: 0.0313587 | Time: 2386.75 ms
[2021-10-01 03:41:50 main:574] : INFO : Epoch 1976 | loss: 0.0309757 | val_loss: 0.0313888 | Time: 2389.65 ms
[2021-10-01 03:41:53 main:574] : INFO : Epoch 1977 | loss: 0.0309728 | val_loss: 0.0313358 | Time: 2360.33 ms
[2021-10-01 03:41:55 main:574] : INFO : Epoch 1978 | loss: 0.0309822 | val_loss: 0.0314 | Time: 2364.6 ms
[2021-10-01 03:41:57 main:574] : INFO : Epoch 1979 | loss: 0.0309686 | val_loss: 0.0313733 | Time: 2441.79 ms
[2021-10-01 03:42:00 main:574] : INFO : Epoch 1980 | loss: 0.0309655 | val_loss: 0.0313974 | Time: 2340.36 ms
[2021-10-01 03:42:02 main:574] : INFO : Epoch 1981 | loss: 0.0309706 | val_loss: 0.0313317 | Time: 2303.41 ms
[2021-10-01 03:42:04 main:574] : INFO : Epoch 1982 | loss: 0.0309773 | val_loss: 0.0313938 | Time: 2345.32 ms
[2021-10-01 03:42:07 main:574] : INFO : Epoch 1983 | loss: 0.0309694 | val_loss: 0.0313673 | Time: 2321.77 ms
[2021-10-01 03:42:09 main:574] : INFO : Epoch 1984 | loss: 0.0309772 | val_loss: 0.0313417 | Time: 2243.21 ms
[2021-10-01 03:42:11 main:574] : INFO : Epoch 1985 | loss: 0.0309798 | val_loss: 0.0313807 | Time: 2321.77 ms
[2021-10-01 03:42:14 main:574] : INFO : Epoch 1986 | loss: 0.0309641 | val_loss: 0.0313494 | Time: 2342.15 ms
[2021-10-01 03:42:16 main:574] : INFO : Epoch 1987 | loss: 0.0309612 | val_loss: 0.0314043 | Time: 2341.74 ms
[2021-10-01 03:42:18 main:574] : INFO : Epoch 1988 | loss: 0.0309562 | val_loss: 0.0313819 | Time: 2365.89 ms
[2021-10-01 03:42:21 main:574] : INFO : Epoch 1989 | loss: 0.0309659 | val_loss: 0.0313603 | Time: 2372.12 ms
[2021-10-01 03:42:23 main:574] : INFO : Epoch 1990 | loss: 0.0309705 | val_loss: 0.0313815 | Time: 2425.48 ms
[2021-10-01 03:42:26 main:574] : INFO : Epoch 1991 | loss: 0.0309708 | val_loss: 0.0313794 | Time: 2331.12 ms
[2021-10-01 03:42:28 main:574] : INFO : Epoch 1992 | loss: 0.0309651 | val_loss: 0.0313467 | Time: 2352.72 ms
[2021-10-01 03:42:30 main:574] : INFO : Epoch 1993 | loss: 0.0309646 | val_loss: 0.0314023 | Time: 2320.18 ms
[2021-10-01 03:42:33 main:574] : INFO : Epoch 1994 | loss: 0.0309625 | val_loss: 0.0313519 | Time: 2279.3 ms
[2021-10-01 03:42:35 main:574] : INFO : Epoch 1995 | loss: 0.0309655 | val_loss: 0.0313504 | Time: 2277.35 ms
[2021-10-01 03:42:37 main:574] : INFO : Epoch 1996 | loss: 0.0309765 | val_loss: 0.0313587 | Time: 2354.62 ms
[2021-10-01 03:42:40 main:574] : INFO : Epoch 1997 | loss: 0.0309673 | val_loss: 0.0314125 | Time: 2374.54 ms
[2021-10-01 03:42:42 main:574] : INFO : Epoch 1998 | loss: 0.0309648 | val_loss: 0.0313873 | Time: 2316.93 ms
[2021-10-01 03:42:44 main:574] : INFO : Epoch 1999 | loss: 0.0309692 | val_loss: 0.0313736 | Time: 2379.37 ms
[2021-10-01 03:42:47 main:574] : INFO : Epoch 2000 | loss: 0.0309696 | val_loss: 0.0314266 | Time: 2383.19 ms
[2021-10-01 03:42:49 main:574] : INFO : Epoch 2001 | loss: 0.0309647 | val_loss: 0.0313847 | Time: 2384.99 ms
[2021-10-01 03:42:51 main:574] : INFO : Epoch 2002 | loss: 0.0309647 | val_loss: 0.0314445 | Time: 2318.63 ms
[2021-10-01 03:42:54 main:574] : INFO : Epoch 2003 | loss: 0.030961 | val_loss: 0.0313893 | Time: 2266.85 ms
[2021-10-01 03:42:56 main:574] : INFO : Epoch 2004 | loss: 0.0309708 | val_loss: 0.0313791 | Time: 2322.72 ms
[2021-10-01 03:42:58 main:574] : INFO : Epoch 2005 | loss: 0.0309645 | val_loss: 0.0313453 | Time: 2256.18 ms
[2021-10-01 03:43:01 main:574] : INFO : Epoch 2006 | loss: 0.030965 | val_loss: 0.0314008 | Time: 2298.73 ms
[2021-10-01 03:43:03 main:574] : INFO : Epoch 2007 | loss: 0.0309701 | val_loss: 0.0313614 | Time: 2301.32 ms
[2021-10-01 03:43:05 main:574] : INFO : Epoch 2008 | loss: 0.0309737 | val_loss: 0.0313601 | Time: 2374.21 ms
[2021-10-01 03:43:08 main:574] : INFO : Epoch 2009 | loss: 0.030973 | val_loss: 0.0314093 | Time: 2329.38 ms
[2021-10-01 03:43:10 main:574] : INFO : Epoch 2010 | loss: 0.0309577 | val_loss: 0.0313884 | Time: 2367.1 ms
[2021-10-01 03:43:12 main:574] : INFO : Epoch 2011 | loss: 0.0309578 | val_loss: 0.0313806 | Time: 2360.67 ms
[2021-10-01 03:43:15 main:574] : INFO : Epoch 2012 | loss: 0.0309585 | val_loss: 0.0313276 | Time: 2332.33 ms
[2021-10-01 03:43:17 main:574] : INFO : Epoch 2013 | loss: 0.0309747 | val_loss: 0.0314177 | Time: 2328.58 ms
[2021-10-01 03:43:19 main:574] : INFO : Epoch 2014 | loss: 0.0309673 | val_loss: 0.0313829 | Time: 2265.31 ms
[2021-10-01 03:43:22 main:574] : INFO : Epoch 2015 | loss: 0.0309727 | val_loss: 0.0313569 | Time: 2311.95 ms
[2021-10-01 03:43:24 main:574] : INFO : Epoch 2016 | loss: 0.0309699 | val_loss: 0.0313654 | Time: 2311.1 ms
[2021-10-01 03:43:26 main:574] : INFO : Epoch 2017 | loss: 0.0309689 | val_loss: 0.0313796 | Time: 2283.35 ms
[2021-10-01 03:43:28 main:574] : INFO : Epoch 2018 | loss: 0.0309686 | val_loss: 0.0313347 | Time: 2310.28 ms
[2021-10-01 03:43:31 main:574] : INFO : Epoch 2019 | loss: 0.0309712 | val_loss: 0.0313537 | Time: 2419 ms
[2021-10-01 03:43:33 main:574] : INFO : Epoch 2020 | loss: 0.0309701 | val_loss: 0.0313286 | Time: 2342.39 ms
[2021-10-01 03:43:36 main:574] : INFO : Epoch 2021 | loss: 0.0309651 | val_loss: 0.0314275 | Time: 2349.53 ms
[2021-10-01 03:43:38 main:574] : INFO : Epoch 2022 | loss: 0.0309627 | val_loss: 0.0313958 | Time: 2332.57 ms
[2021-10-01 03:43:40 main:574] : INFO : Epoch 2023 | loss: 0.030969 | val_loss: 0.0313834 | Time: 2345.49 ms
[2021-10-01 03:43:43 main:574] : INFO : Epoch 2024 | loss: 0.0309646 | val_loss: 0.0313548 | Time: 2303.84 ms
[2021-10-01 03:43:45 main:574] : INFO : Epoch 2025 | loss: 0.0309721 | val_loss: 0.0313782 | Time: 2312.47 ms
[2021-10-01 03:43:47 main:574] : INFO : Epoch 2026 | loss: 0.0309694 | val_loss: 0.0314125 | Time: 2301.9 ms
[2021-10-01 03:43:50 main:574] : INFO : Epoch 2027 | loss: 0.0309662 | val_loss: 0.0313748 | Time: 2308.84 ms
[2021-10-01 03:43:52 main:574] : INFO : Epoch 2028 | loss: 0.0309727 | val_loss: 0.0313473 | Time: 2299.46 ms
[2021-10-01 03:43:54 main:574] : INFO : Epoch 2029 | loss: 0.0309734 | val_loss: 0.0313458 | Time: 2285.92 ms
[2021-10-01 03:43:57 main:574] : INFO : Epoch 2030 | loss: 0.0309743 | val_loss: 0.0313798 | Time: 2363.12 ms
[2021-10-01 03:43:59 main:574] : INFO : Epoch 2031 | loss: 0.0309625 | val_loss: 0.0313913 | Time: 2369.67 ms
[2021-10-01 03:44:01 main:574] : INFO : Epoch 2032 | loss: 0.0309666 | val_loss: 0.0313587 | Time: 2364.09 ms
[2021-10-01 03:44:04 main:574] : INFO : Epoch 2033 | loss: 0.0309673 | val_loss: 0.0314103 | Time: 2279.33 ms
[2021-10-01 03:44:06 main:574] : INFO : Epoch 2034 | loss: 0.0309697 | val_loss: 0.0313535 | Time: 2330.99 ms
[2021-10-01 03:44:08 main:574] : INFO : Epoch 2035 | loss: 0.0309684 | val_loss: 0.031397 | Time: 2327.01 ms
[2021-10-01 03:44:11 main:574] : INFO : Epoch 2036 | loss: 0.0309665 | val_loss: 0.0313826 | Time: 2312.47 ms
[2021-10-01 03:44:13 main:574] : INFO : Epoch 2037 | loss: 0.0309605 | val_loss: 0.0313893 | Time: 2267.17 ms
[2021-10-01 03:44:15 main:574] : INFO : Epoch 2038 | loss: 0.0309565 | val_loss: 0.0313773 | Time: 2316.78 ms
[2021-10-01 03:44:17 main:574] : INFO : Epoch 2039 | loss: 0.0309632 | val_loss: 0.0313542 | Time: 2252.68 ms
[2021-10-01 03:44:20 main:574] : INFO : Epoch 2040 | loss: 0.0309628 | val_loss: 0.0313809 | Time: 2220.02 ms
[2021-10-01 03:44:22 main:574] : INFO : Epoch 2041 | loss: 0.0309658 | val_loss: 0.0313872 | Time: 2378.26 ms
[2021-10-01 03:44:24 main:574] : INFO : Epoch 2042 | loss: 0.0309624 | val_loss: 0.0313559 | Time: 2347.19 ms
[2021-10-01 03:44:27 main:574] : INFO : Epoch 2043 | loss: 0.0309668 | val_loss: 0.0313436 | Time: 2364.99 ms
[2021-10-01 03:44:29 main:574] : INFO : Epoch 2044 | loss: 0.0309712 | val_loss: 0.0313833 | Time: 2338.37 ms
[2021-10-01 03:44:31 main:574] : INFO : Epoch 2045 | loss: 0.0309845 | val_loss: 0.0313869 | Time: 2346.07 ms
[2021-10-01 03:44:34 main:574] : INFO : Epoch 2046 | loss: 0.030976 | val_loss: 0.0313079 | Time: 2362.63 ms
[2021-10-01 03:44:36 main:574] : INFO : Epoch 2047 | loss: 0.0309718 | val_loss: 0.0313862 | Time: 2261.89 ms
[2021-10-01 03:44:38 main:574] : INFO : Epoch 2048 | loss: 0.0309628 | val_loss: 0.0313826 | Time: 2326.65 ms
[2021-10-01 03:44:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313826
[2021-10-01 03:44:38 main:603] : INFO : Saving end state to config to file
[2021-10-01 03:44:38 main:608] : INFO : Success, exiting..
03:44:38 (8): 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)