Task 3744448
| Name | ParityModified-1609262710-4834-5_0 |
| Workunit | 1924181 |
| Created | 20 Jan 2021, 17:42:13 UTC |
| Sent | 22 Jan 2021, 11:25:12 UTC |
| Report deadline | 29 Jan 2021, 11:25:12 UTC |
| Received | 22 Jan 2021, 13:59:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 18 min 33 sec |
| CPU time | 1 hours 13 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 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: 0.0311715 | val_loss: 0.031181 | Time: 2352.75 ms
[2021-01-22 04:38:46 main:574] : INFO : Epoch 1543 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 2247.79 ms
[2021-01-22 04:38:49 main:574] : INFO : Epoch 1544 | loss: 0.0311701 | val_loss: 0.0311782 | Time: 2265.07 ms
[2021-01-22 04:38:51 main:574] : INFO : Epoch 1545 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 2169.86 ms
[2021-01-22 04:38:53 main:574] : INFO : Epoch 1546 | loss: 0.0311708 | val_loss: 0.0311791 | Time: 2207.59 ms
[2021-01-22 04:38:55 main:574] : INFO : Epoch 1547 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 2221.27 ms
[2021-01-22 04:38:58 main:574] : INFO : Epoch 1548 | loss: 0.0311706 | val_loss: 0.031181 | Time: 2258.63 ms
[2021-01-22 04:39:00 main:574] : INFO : Epoch 1549 | loss: 0.0311713 | val_loss: 0.031189 | Time: 2310.27 ms
[2021-01-22 04:39:02 main:574] : INFO : Epoch 1550 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 2252.92 ms
[2021-01-22 04:39:05 main:574] : INFO : Epoch 1551 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 2289.26 ms
[2021-01-22 04:39:07 main:574] : INFO : Epoch 1552 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 2249.83 ms
[2021-01-22 04:39:09 main:574] : INFO : Epoch 1553 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 2186.16 ms
[2021-01-22 04:39:11 main:574] : INFO : Epoch 1554 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 2286.19 ms
[2021-01-22 04:39:14 main:574] : INFO : Epoch 1555 | loss: 0.0311714 | val_loss: 0.0311796 | Time: 2259.49 ms
[2021-01-22 04:39:16 main:574] : INFO : Epoch 1556 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 2264.63 ms
[2021-01-22 04:39:18 main:574] : INFO : Epoch 1557 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 2339.71 ms
[2021-01-22 04:39:21 main:574] : INFO : Epoch 1558 | loss: 0.0311695 | val_loss: 0.0311774 | Time: 2245.54 ms
[2021-01-22 04:39:23 main:574] : INFO : Epoch 1559 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 2195.55 ms
[2021-01-22 04:39:25 main:574] : INFO : Epoch 1560 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 2243.39 ms
[2021-01-22 04:39:28 main:574] : INFO : Epoch 1561 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 2318.26 ms
[2021-01-22 04:39:30 main:574] : INFO : Epoch 1562 | loss: 0.0311703 | val_loss: 0.0311897 | Time: 2217.58 ms
[2021-01-22 04:39:32 main:574] : INFO : Epoch 1563 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 2322.42 ms
[2021-01-22 04:39:34 main:574] : INFO : Epoch 1564 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 2329.35 ms
[2021-01-22 04:39:37 main:574] : INFO : Epoch 1565 | loss: 0.0311703 | val_loss: 0.0311823 | Time: 2288.41 ms
[2021-01-22 04:39:39 main:574] : INFO : Epoch 1566 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 2280.41 ms
[2021-01-22 04:39:41 main:574] : INFO : Epoch 1567 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 2298.53 ms
[2021-01-22 04:39:44 main:574] : INFO : Epoch 1568 | loss: 0.0311672 | val_loss: 0.0311835 | Time: 2245.66 ms
[2021-01-22 04:39:46 main:574] : INFO : Epoch 1569 | loss: 0.0311677 | val_loss: 0.0311815 | Time: 2294.34 ms
[2021-01-22 04:39:48 main:574] : INFO : Epoch 1570 | loss: 0.0311672 | val_loss: 0.0311815 | Time: 2181.49 ms
[2021-01-22 04:39:51 main:574] : INFO : Epoch 1571 | loss: 0.031167 | val_loss: 0.0311807 | Time: 2288.54 ms
[2021-01-22 04:39:53 main:574] : INFO : Epoch 1572 | loss: 0.0311696 | val_loss: 0.0311828 | Time: 2267.53 ms
[2021-01-22 04:39:55 main:574] : INFO : Epoch 1573 | loss: 0.0311669 | val_loss: 0.0311857 | Time: 2212.47 ms
[2021-01-22 04:39:58 main:574] : INFO : Epoch 1574 | loss: 0.0311675 | val_loss: 0.0311832 | Time: 2308.5 ms
[2021-01-22 04:40:00 main:574] : INFO : Epoch 1575 | loss: 0.0311686 | val_loss: 0.0311828 | Time: 2190.37 ms
[2021-01-22 04:40:02 main:574] : INFO : Epoch 1576 | loss: 0.0311677 | val_loss: 0.0311833 | Time: 2261.78 ms
[2021-01-22 04:40:04 main:574] : INFO : Epoch 1577 | loss: 0.0311686 | val_loss: 0.0311868 | Time: 2330.62 ms
[2021-01-22 04:40:07 main:574] : INFO : Epoch 1578 | loss: 0.0311697 | val_loss: 0.0311822 | Time: 2219.48 ms
[2021-01-22 04:40:09 main:574] : INFO : Epoch 1579 | loss: 0.0311674 | val_loss: 0.0311859 | Time: 2238.36 ms
[2021-01-22 04:40:11 main:574] : INFO : Epoch 1580 | loss: 0.0311663 | val_loss: 0.0311838 | Time: 2266.68 ms
[2021-01-22 04:40:14 main:574] : INFO : Epoch 1581 | loss: 0.0311676 | val_loss: 0.0311834 | Time: 2211.39 ms
[2021-01-22 04:40:16 main:574] : INFO : Epoch 1582 | loss: 0.031168 | val_loss: 0.0311806 | Time: 2181.18 ms
[2021-01-22 04:40:18 main:574] : INFO : Epoch 1583 | loss: 0.0311688 | val_loss: 0.031181 | Time: 2269.27 ms
[2021-01-22 04:40:20 main:574] : INFO : Epoch 1584 | loss: 0.0311676 | val_loss: 0.0311815 | Time: 2202.21 ms
[2021-01-22 04:40:23 main:574] : INFO : Epoch 1585 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 2228.46 ms
[2021-01-22 04:40:25 main:574] : INFO : Epoch 1586 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 2227.58 ms
[2021-01-22 04:40:27 main:574] : INFO : Epoch 1587 | loss: 0.0311688 | val_loss: 0.0311841 | Time: 2296.6 ms
[2021-01-22 04:40:29 main:574] : INFO : Epoch 1588 | loss: 0.0311676 | val_loss: 0.0311804 | Time: 2245.13 ms
[2021-01-22 04:40:32 main:574] : INFO : Epoch 1589 | loss: 0.0311684 | val_loss: 0.0311914 | Time: 2212.08 ms
[2021-01-22 04:40:34 main:574] : INFO : Epoch 1590 | loss: 0.0311702 | val_loss: 0.0311851 | Time: 2296.92 ms
[2021-01-22 04:40:36 main:574] : INFO : Epoch 1591 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 2227.85 ms
[2021-01-22 04:40:39 main:574] : INFO : Epoch 1592 | loss: 0.0311676 | val_loss: 0.0311817 | Time: 2299.57 ms
[2021-01-22 04:40:41 main:574] : INFO : Epoch 1593 | loss: 0.0311674 | val_loss: 0.0311808 | Time: 2306.12 ms
[2021-01-22 04:40:43 main:574] : INFO : Epoch 1594 | loss: 0.0311664 | val_loss: 0.0311823 | Time: 2196.2 ms
[2021-01-22 04:40:46 main:574] : INFO : Epoch 1595 | loss: 0.0311668 | val_loss: 0.0311837 | Time: 2258.82 ms
[2021-01-22 04:40:48 main:574] : INFO : Epoch 1596 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 2238.99 ms
[2021-01-22 04:40:50 main:574] : INFO : Epoch 1597 | loss: 0.0311676 | val_loss: 0.0311818 | Time: 2282.97 ms
[2021-01-22 04:40:52 main:574] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.0311806 | Time: 2317.75 ms
[2021-01-22 04:40:55 main:574] : INFO : Epoch 1599 | loss: 0.0311653 | val_loss: 0.0311824 | Time: 2213.56 ms
[2021-01-22 04:40:57 main:574] : INFO : Epoch 1600 | loss: 0.0311672 | val_loss: 0.031179 | Time: 2258.79 ms
[2021-01-22 04:40:59 main:574] : INFO : Epoch 1601 | loss: 0.0311683 | val_loss: 0.0311848 | Time: 2199.38 ms
[2021-01-22 04:41:01 main:574] : INFO : Epoch 1602 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 2187.21 ms
[2021-01-22 04:41:04 main:574] : INFO : Epoch 1603 | loss: 0.031167 | val_loss: 0.0311772 | Time: 2218.46 ms
[2021-01-22 04:41:06 main:574] : INFO : Epoch 1604 | loss: 0.031165 | val_loss: 0.0311789 | Time: 2331.9 ms
[2021-01-22 04:41:08 main:574] : INFO : Epoch 1605 | loss: 0.0311662 | val_loss: 0.0311843 | Time: 2143.87 ms
[2021-01-22 04:41:10 main:574] : INFO : Epoch 1606 | loss: 0.031169 | val_loss: 0.0311836 | Time: 2249.76 ms
[2021-01-22 04:41:13 main:574] : INFO : Epoch 1607 | loss: 0.0311726 | val_loss: 0.0311838 | Time: 2280.01 ms
[2021-01-22 04:41:15 main:574] : INFO : Epoch 1608 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 2216.84 ms
[2021-01-22 04:41:17 main:574] : INFO : Epoch 1609 | loss: 0.0311655 | val_loss: 0.0311817 | Time: 2238.65 ms
[2021-01-22 04:41:20 main:574] : INFO : Epoch 1610 | loss: 0.0311666 | val_loss: 0.0311871 | Time: 2308.81 ms
[2021-01-22 04:41:22 main:574] : INFO : Epoch 1611 | loss: 0.0311691 | val_loss: 0.031182 | Time: 2325.81 ms
[2021-01-22 04:41:24 main:574] : INFO : Epoch 1612 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 2365.58 ms
[2021-01-22 04:41:27 main:574] : INFO : Epoch 1613 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 2259.15 ms
[2021-01-22 04:41:29 main:574] : INFO : Epoch 1614 | loss: 0.0311659 | val_loss: 0.0311847 | Time: 2222.47 ms
[2021-01-22 04:41:31 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311815 | Time: 2239.08 ms
[2021-01-22 04:41:34 main:574] : INFO : Epoch 1616 | loss: 0.0311681 | val_loss: 0.0311834 | Time: 2267.85 ms
[2021-01-22 04:41:36 main:574] : INFO : Epoch 1617 | loss: 0.0311701 | val_loss: 0.0311875 | Time: 2291.05 ms
[2021-01-22 04:41:38 main:574] : INFO : Epoch 1618 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 2263.25 ms
[2021-01-22 04:41:41 main:574] : INFO : Epoch 1619 | loss: 0.0311695 | val_loss: 0.0311877 | Time: 2267.32 ms
[2021-01-22 04:41:43 main:574] : INFO : Epoch 1620 | loss: 0.0311692 | val_loss: 0.0311839 | Time: 2311.35 ms
[2021-01-22 04:41:45 main:574] : INFO : Epoch 1621 | loss: 0.0311682 | val_loss: 0.0311845 | Time: 2190.25 ms
[2021-01-22 04:41:47 main:574] : INFO : Epoch 1622 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 2260.02 ms
[2021-01-22 04:41:50 main:574] : INFO : Epoch 1623 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 2319.76 ms
[2021-01-22 04:41:52 main:574] : INFO : Epoch 1624 | loss: 0.0311661 | val_loss: 0.0311808 | Time: 2349.89 ms
[2021-01-22 04:41:55 main:574] : INFO : Epoch 1625 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 2323.72 ms
[2021-01-22 04:41:57 main:574] : INFO : Epoch 1626 | loss: 0.0311712 | val_loss: 0.0311955 | Time: 2340.17 ms
[2021-01-22 04:41:59 main:574] : INFO : Epoch 1627 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 2339.28 ms
[2021-01-22 04:42:02 main:574] : INFO : Epoch 1628 | loss: 0.0311805 | val_loss: 0.0311929 | Time: 2260.3 ms
[2021-01-22 04:42:04 main:574] : INFO : Epoch 1629 | loss: 0.0311775 | val_loss: 0.0311883 | Time: 2275.1 ms
[2021-01-22 04:42:06 main:574] : INFO : Epoch 1630 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 2265.93 ms
[2021-01-22 04:42:09 main:574] : INFO : Epoch 1631 | loss: 0.0311763 | val_loss: 0.031184 | Time: 2310.42 ms
[2021-01-22 04:42:11 main:574] : INFO : Epoch 1632 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 2209 ms
[2021-01-22 04:42:13 main:574] : INFO : Epoch 1633 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 2207.19 ms
[2021-01-22 04:42:15 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311856 | Time: 2266.55 ms
[2021-01-22 04:42:17 main:574] : INFO : Epoch 1635 | loss: 0.0311719 | val_loss: 0.0311825 | Time: 2190.07 ms
[2021-01-22 04:42:20 main:574] : INFO : Epoch 1636 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2223.49 ms
[2021-01-22 04:42:22 main:574] : INFO : Epoch 1637 | loss: 0.0311729 | val_loss: 0.031184 | Time: 2353.68 ms
[2021-01-22 04:42:25 main:574] : INFO : Epoch 1638 | loss: 0.031172 | val_loss: 0.031182 | Time: 2317.83 ms
[2021-01-22 04:42:27 main:574] : INFO : Epoch 1639 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 2221.74 ms
[2021-01-22 04:42:29 main:574] : INFO : Epoch 1640 | loss: 0.0311735 | val_loss: 0.0311883 | Time: 2286.21 ms
[2021-01-22 04:42:32 main:574] : INFO : Epoch 1641 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 2294.9 ms
[2021-01-22 04:42:34 main:574] : INFO : Epoch 1642 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2188.29 ms
[2021-01-22 04:42:36 main:574] : INFO : Epoch 1643 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 2200.67 ms
[2021-01-22 04:42:38 main:574] : INFO : Epoch 1644 | loss: 0.0311764 | val_loss: 0.031191 | Time: 2323.59 ms
[2021-01-22 04:42:41 main:574] : INFO : Epoch 1645 | loss: 0.0311749 | val_loss: 0.031184 | Time: 2268 ms
[2021-01-22 04:42:43 main:574] : INFO : Epoch 1646 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2262.04 ms
[2021-01-22 04:42:45 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 2245.84 ms
[2021-01-22 04:42:48 main:574] : INFO : Epoch 1648 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 2208.08 ms
[2021-01-22 04:42:50 main:574] : INFO : Epoch 1649 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2202.49 ms
[2021-01-22 04:42:52 main:574] : INFO : Epoch 1650 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 2217.11 ms
[2021-01-22 04:42:54 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 2269.57 ms
[2021-01-22 04:42:57 main:574] : INFO : Epoch 1652 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 2181.41 ms
[2021-01-22 04:42:59 main:574] : INFO : Epoch 1653 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 2210.07 ms
[2021-01-22 04:43:01 main:574] : INFO : Epoch 1654 | loss: 0.0311732 | val_loss: 0.0311858 | Time: 2279.98 ms
[2021-01-22 04:43:03 main:574] : INFO : Epoch 1655 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 2248.58 ms
[2021-01-22 04:43:06 main:574] : INFO : Epoch 1656 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2216.3 ms
[2021-01-22 04:43:08 main:574] : INFO : Epoch 1657 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 2270.3 ms
[2021-01-22 04:43:10 main:574] : INFO : Epoch 1658 | loss: 0.0311742 | val_loss: 0.0311838 | Time: 2249.28 ms
[2021-01-22 04:43:12 main:574] : INFO : Epoch 1659 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2229.58 ms
[2021-01-22 04:43:15 main:574] : INFO : Epoch 1660 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 2282.8 ms
[2021-01-22 04:43:17 main:574] : INFO : Epoch 1661 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 2224.06 ms
[2021-01-22 04:43:19 main:574] : INFO : Epoch 1662 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 2239.34 ms
[2021-01-22 04:43:22 main:574] : INFO : Epoch 1663 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 2245.22 ms
[2021-01-22 04:43:24 main:574] : INFO : Epoch 1664 | loss: 0.0311693 | val_loss: 0.0311843 | Time: 2220.78 ms
[2021-01-22 04:43:26 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311861 | Time: 2258.38 ms
[2021-01-22 04:43:28 main:574] : INFO : Epoch 1666 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 2204.88 ms
[2021-01-22 04:43:31 main:574] : INFO : Epoch 1667 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 2295.39 ms
[2021-01-22 04:43:33 main:574] : INFO : Epoch 1668 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 2196.65 ms
[2021-01-22 04:43:35 main:574] : INFO : Epoch 1669 | loss: 0.0311733 | val_loss: 0.031184 | Time: 2257.83 ms
[2021-01-22 04:43:38 main:574] : INFO : Epoch 1670 | loss: 0.031169 | val_loss: 0.0311808 | Time: 2258.71 ms
[2021-01-22 04:43:40 main:574] : INFO : Epoch 1671 | loss: 0.0311692 | val_loss: 0.031181 | Time: 2330.33 ms
[2021-01-22 04:43:42 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.0311803 | Time: 2334 ms
[2021-01-22 04:43:45 main:574] : INFO : Epoch 1673 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 2177.37 ms
[2021-01-22 04:43:47 main:574] : INFO : Epoch 1674 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 2237.18 ms
[2021-01-22 04:43:49 main:574] : INFO : Epoch 1675 | loss: 0.0311668 | val_loss: 0.0311795 | Time: 2270.86 ms
[2021-01-22 04:43:51 main:574] : INFO : Epoch 1676 | loss: 0.0311666 | val_loss: 0.0311818 | Time: 2287.13 ms
[2021-01-22 04:43:54 main:574] : INFO : Epoch 1677 | loss: 0.0311671 | val_loss: 0.0311814 | Time: 2151.57 ms
[2021-01-22 04:43:56 main:574] : INFO : Epoch 1678 | loss: 0.0311693 | val_loss: 0.0311831 | Time: 2254.78 ms
[2021-01-22 04:43:58 main:574] : INFO : Epoch 1679 | loss: 0.0311676 | val_loss: 0.03118 | Time: 2270.91 ms
[2021-01-22 04:44:00 main:574] : INFO : Epoch 1680 | loss: 0.0311654 | val_loss: 0.0311808 | Time: 2189.43 ms
[2021-01-22 04:44:03 main:574] : INFO : Epoch 1681 | loss: 0.031166 | val_loss: 0.0311823 | Time: 2223.08 ms
[2021-01-22 04:44:05 main:574] : INFO : Epoch 1682 | loss: 0.031166 | val_loss: 0.0311794 | Time: 2231.07 ms
[2021-01-22 04:44:07 main:574] : INFO : Epoch 1683 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 2305.99 ms
[2021-01-22 04:44:10 main:574] : INFO : Epoch 1684 | loss: 0.0311705 | val_loss: 0.0311785 | Time: 2332.99 ms
[2021-01-22 04:44:12 main:574] : INFO : Epoch 1685 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 2249.99 ms
[2021-01-22 04:44:14 main:574] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311838 | Time: 2278.31 ms
[2021-01-22 04:44:17 main:574] : INFO : Epoch 1687 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 2257.61 ms
[2021-01-22 04:44:19 main:574] : INFO : Epoch 1688 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 2240.65 ms
[2021-01-22 04:44:21 main:574] : INFO : Epoch 1689 | loss: 0.0311694 | val_loss: 0.0311841 | Time: 2318 ms
[2021-01-22 04:44:23 main:574] : INFO : Epoch 1690 | loss: 0.0311734 | val_loss: 0.0311878 | Time: 2217.47 ms
[2021-01-22 04:44:26 main:574] : INFO : Epoch 1691 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 2238.22 ms
[2021-01-22 04:44:28 main:574] : INFO : Epoch 1692 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 2187.26 ms
[2021-01-22 04:44:30 main:574] : INFO : Epoch 1693 | loss: 0.0311719 | val_loss: 0.0311869 | Time: 2269.52 ms
[2021-01-22 04:44:33 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 2249.34 ms
[2021-01-22 04:44:35 main:574] : INFO : Epoch 1695 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 2263.14 ms
[2021-01-22 04:44:37 main:574] : INFO : Epoch 1696 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 2301.46 ms
[2021-01-22 04:44:39 main:574] : INFO : Epoch 1697 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2193.41 ms
[2021-01-22 04:44:42 main:574] : INFO : Epoch 1698 | loss: 0.0311684 | val_loss: 0.0311871 | Time: 2267.18 ms
[2021-01-22 04:44:44 main:574] : INFO : Epoch 1699 | loss: 0.0311718 | val_loss: 0.0311867 | Time: 2255.92 ms
[2021-01-22 04:44:46 main:574] : INFO : Epoch 1700 | loss: 0.0311701 | val_loss: 0.0311803 | Time: 2226.92 ms
[2021-01-22 04:44:48 main:574] : INFO : Epoch 1701 | loss: 0.0311682 | val_loss: 0.031178 | Time: 2169.57 ms
[2021-01-22 04:44:51 main:574] : INFO : Epoch 1702 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 2331.1 ms
[2021-01-22 04:44:53 main:574] : INFO : Epoch 1703 | loss: 0.031168 | val_loss: 0.0311774 | Time: 2241.22 ms
[2021-01-22 04:44:55 main:574] : INFO : Epoch 1704 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 2243.6 ms
[2021-01-22 04:44:58 main:574] : INFO : Epoch 1705 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 2193.66 ms
[2021-01-22 04:45:00 main:574] : INFO : Epoch 1706 | loss: 0.0311683 | val_loss: 0.031177 | Time: 2282.99 ms
[2021-01-22 04:45:02 main:574] : INFO : Epoch 1707 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 2245.58 ms
[2021-01-22 04:45:05 main:574] : INFO : Epoch 1708 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 2308.28 ms
[2021-01-22 04:45:07 main:574] : INFO : Epoch 1709 | loss: 0.03117 | val_loss: 0.0311778 | Time: 2231.22 ms
[2021-01-22 04:45:09 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 2265.46 ms
[2021-01-22 04:45:11 main:574] : INFO : Epoch 1711 | loss: 0.0311652 | val_loss: 0.031176 | Time: 2218.98 ms
[2021-01-22 04:45:14 main:574] : INFO : Epoch 1712 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 2315.41 ms
[2021-01-22 04:45:16 main:574] : INFO : Epoch 1713 | loss: 0.0311719 | val_loss: 0.031181 | Time: 2310.12 ms
[2021-01-22 04:45:18 main:574] : INFO : Epoch 1714 | loss: 0.03117 | val_loss: 0.0311777 | Time: 2356.74 ms
[2021-01-22 04:45:21 main:574] : INFO : Epoch 1715 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 2223.23 ms
[2021-01-22 04:45:23 main:574] : INFO : Epoch 1716 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 2279.93 ms
[2021-01-22 04:45:25 main:574] : INFO : Epoch 1717 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 2178.08 ms
[2021-01-22 04:45:27 main:574] : INFO : Epoch 1718 | loss: 0.03117 | val_loss: 0.0311775 | Time: 2184.14 ms
[2021-01-22 04:45:30 main:574] : INFO : Epoch 1719 | loss: 0.03117 | val_loss: 0.0311783 | Time: 2209.06 ms
[2021-01-22 04:45:32 main:574] : INFO : Epoch 1720 | loss: 0.0311677 | val_loss: 0.0311747 | Time: 2231.76 ms
[2021-01-22 04:45:34 main:574] : INFO : Epoch 1721 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 2255.19 ms
[2021-01-22 04:45:37 main:574] : INFO : Epoch 1722 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 2268.55 ms
[2021-01-22 04:45:39 main:574] : INFO : Epoch 1723 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 2262.29 ms
[2021-01-22 04:45:41 main:574] : INFO : Epoch 1724 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 2270.84 ms
[2021-01-22 04:45:44 main:574] : INFO : Epoch 1725 | loss: 0.0311746 | val_loss: 0.031188 | Time: 2287.94 ms
[2021-01-22 04:45:46 main:574] : INFO : Epoch 1726 | loss: 0.031174 | val_loss: 0.031179 | Time: 2277.56 ms
[2021-01-22 04:45:48 main:574] : INFO : Epoch 1727 | loss: 0.03117 | val_loss: 0.0311758 | Time: 2239.08 ms
[2021-01-22 04:45:50 main:574] : INFO : Epoch 1728 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 2250.7 ms
[2021-01-22 04:45:53 main:574] : INFO : Epoch 1729 | loss: 0.0311753 | val_loss: 0.0311929 | Time: 2266 ms
[2021-01-22 04:45:55 main:574] : INFO : Epoch 1730 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 2428.96 ms
[2021-01-22 04:45:58 main:574] : INFO : Epoch 1731 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 2250.19 ms
[2021-01-22 04:46:00 main:574] : INFO : Epoch 1732 | loss: 0.0311679 | val_loss: 0.031177 | Time: 2302.74 ms
[2021-01-22 04:46:02 main:574] : INFO : Epoch 1733 | loss: 0.0311686 | val_loss: 0.0311827 | Time: 2171.28 ms
[2021-01-22 04:46:05 main:574] : INFO : Epoch 1734 | loss: 0.0311708 | val_loss: 0.031183 | Time: 2212.47 ms
[2021-01-22 04:46:07 main:574] : INFO : Epoch 1735 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 2194.27 ms
[2021-01-22 04:46:09 main:574] : INFO : Epoch 1736 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 2245.24 ms
[2021-01-22 04:46:11 main:574] : INFO : Epoch 1737 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 2245.22 ms
[2021-01-22 04:46:14 main:574] : INFO : Epoch 1738 | loss: 0.0311705 | val_loss: 0.0311785 | Time: 2322.1 ms
[2021-01-22 04:46:16 main:574] : INFO : Epoch 1739 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 2278.57 ms
[2021-01-22 04:46:18 main:574] : INFO : Epoch 1740 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 2254.02 ms
[2021-01-22 04:46:21 main:574] : INFO : Epoch 1741 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 2270.44 ms
[2021-01-22 04:46:23 main:574] : INFO : Epoch 1742 | loss: 0.0311701 | val_loss: 0.0311802 | Time: 2269.75 ms
[2021-01-22 04:46:25 main:574] : INFO : Epoch 1743 | loss: 0.0311689 | val_loss: 0.031181 | Time: 2256.8 ms
[2021-01-22 04:46:27 main:574] : INFO : Epoch 1744 | loss: 0.0311705 | val_loss: 0.0311875 | Time: 2231.26 ms
[2021-01-22 04:46:30 main:574] : INFO : Epoch 1745 | loss: 0.0311727 | val_loss: 0.031187 | Time: 2257.76 ms
[2021-01-22 04:46:32 main:574] : INFO : Epoch 1746 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 2200.38 ms
[2021-01-22 04:46:34 main:574] : INFO : Epoch 1747 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 2191.54 ms
[2021-01-22 04:46:37 main:574] : INFO : Epoch 1748 | loss: 0.031169 | val_loss: 0.0311824 | Time: 2300.39 ms
[2021-01-22 04:46:39 main:574] : INFO : Epoch 1749 | loss: 0.031168 | val_loss: 0.0311825 | Time: 2227.86 ms
[2021-01-22 04:46:41 main:574] : INFO : Epoch 1750 | loss: 0.031167 | val_loss: 0.0311781 | Time: 2227.83 ms
[2021-01-22 04:46:44 main:574] : INFO : Epoch 1751 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 2316.34 ms
[2021-01-22 04:46:46 main:574] : INFO : Epoch 1752 | loss: 0.0311681 | val_loss: 0.0311815 | Time: 2228.01 ms
[2021-01-22 04:46:48 main:574] : INFO : Epoch 1753 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 2263.94 ms
[2021-01-22 04:46:50 main:574] : INFO : Epoch 1754 | loss: 0.0311708 | val_loss: 0.0311875 | Time: 2241.03 ms
[2021-01-22 04:46:53 main:574] : INFO : Epoch 1755 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 2351.76 ms
[2021-01-22 04:46:55 main:574] : INFO : Epoch 1756 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 2201.07 ms
[2021-01-22 04:46:57 main:574] : INFO : Epoch 1757 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 2314.45 ms
[2021-01-22 04:47:00 main:574] : INFO : Epoch 1758 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 2379.91 ms
[2021-01-22 04:47:02 main:574] : INFO : Epoch 1759 | loss: 0.0311712 | val_loss: 0.0311801 | Time: 2286 ms
[2021-01-22 04:47:04 main:574] : INFO : Epoch 1760 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 2259.31 ms
[2021-01-22 04:47:07 main:574] : INFO : Epoch 1761 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 2243.16 ms
[2021-01-22 04:47:09 main:574] : INFO : Epoch 1762 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 2247.84 ms
[2021-01-22 04:47:11 main:574] : INFO : Epoch 1763 | loss: 0.0311705 | val_loss: 0.031178 | Time: 2252.78 ms
[2021-01-22 04:47:14 main:574] : INFO : Epoch 1764 | loss: 0.0311707 | val_loss: 0.031183 | Time: 2258.51 ms
[2021-01-22 04:47:16 main:574] : INFO : Epoch 1765 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 2326.18 ms
[2021-01-22 04:47:18 main:574] : INFO : Epoch 1766 | loss: 0.0311702 | val_loss: 0.031184 | Time: 2229.49 ms
[2021-01-22 04:47:20 main:574] : INFO : Epoch 1767 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 2197.07 ms
[2021-01-22 04:47:23 main:574] : INFO : Epoch 1768 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 2320.3 ms
[2021-01-22 04:47:25 main:574] : INFO : Epoch 1769 | loss: 0.0311732 | val_loss: 0.0311851 | Time: 2261.67 ms
[2021-01-22 04:47:27 main:574] : INFO : Epoch 1770 | loss: 0.031175 | val_loss: 0.0311802 | Time: 2255.1 ms
[2021-01-22 04:47:30 main:574] : INFO : Epoch 1771 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 2218.13 ms
[2021-01-22 04:47:32 main:574] : INFO : Epoch 1772 | loss: 0.0311715 | val_loss: 0.03119 | Time: 2212.74 ms
[2021-01-22 04:47:34 main:574] : INFO : Epoch 1773 | loss: 0.031175 | val_loss: 0.0311797 | Time: 2234.07 ms
[2021-01-22 04:47:36 main:574] : INFO : Epoch 1774 | loss: 0.0311714 | val_loss: 0.0311873 | Time: 2286.45 ms
[2021-01-22 04:47:39 main:574] : INFO : Epoch 1775 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 2256.56 ms
[2021-01-22 04:47:41 main:574] : INFO : Epoch 1776 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 2247.92 ms
[2021-01-22 04:47:43 main:574] : INFO : Epoch 1777 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 2268.53 ms
[2021-01-22 04:47:46 main:574] : INFO : Epoch 1778 | loss: 0.0311745 | val_loss: 0.031182 | Time: 2357.32 ms
[2021-01-22 04:47:48 main:574] : INFO : Epoch 1779 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2191.68 ms
[2021-01-22 04:47:50 main:574] : INFO : Epoch 1780 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 2288.07 ms
[2021-01-22 04:47:53 main:574] : INFO : Epoch 1781 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 2273.51 ms
[2021-01-22 04:47:55 main:574] : INFO : Epoch 1782 | loss: 0.0311682 | val_loss: 0.0311876 | Time: 2254.61 ms
[2021-01-22 04:47:57 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311794 | Time: 2222.22 ms
[2021-01-22 04:47:59 main:574] : INFO : Epoch 1784 | loss: 0.0311699 | val_loss: 0.0311815 | Time: 2182.1 ms
[2021-01-22 04:48:02 main:574] : INFO : Epoch 1785 | loss: 0.031179 | val_loss: 0.0311892 | Time: 2271.5 ms
[2021-01-22 04:48:04 main:574] : INFO : Epoch 1786 | loss: 0.0311786 | val_loss: 0.0311859 | Time: 2262.48 ms
[2021-01-22 04:48:06 main:574] : INFO : Epoch 1787 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 2457.77 ms
[2021-01-22 04:48:09 main:574] : INFO : Epoch 1788 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2274.71 ms
[2021-01-22 04:48:11 main:574] : INFO : Epoch 1789 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2183.39 ms
[2021-01-22 04:48:13 main:574] : INFO : Epoch 1790 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 2273.53 ms
[2021-01-22 04:48:15 main:574] : INFO : Epoch 1791 | loss: 0.0311719 | val_loss: 0.0311836 | Time: 2280.27 ms
[2021-01-22 04:48:18 main:574] : INFO : Epoch 1792 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 2241.58 ms
[2021-01-22 04:48:20 main:574] : INFO : Epoch 1793 | loss: 0.0311708 | val_loss: 0.031179 | Time: 2232.38 ms
[2021-01-22 04:48:22 main:574] : INFO : Epoch 1794 | loss: 0.0311707 | val_loss: 0.0311818 | Time: 2254.33 ms
[2021-01-22 04:48:25 main:574] : INFO : Epoch 1795 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 2276.49 ms
[2021-01-22 04:48:27 main:574] : INFO : Epoch 1796 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 2262.41 ms
[2021-01-22 04:48:29 main:574] : INFO : Epoch 1797 | loss: 0.0311737 | val_loss: 0.0311833 | Time: 2243.67 ms
[2021-01-22 04:48:31 main:574] : INFO : Epoch 1798 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 2229.34 ms
[2021-01-22 04:48:34 main:574] : INFO : Epoch 1799 | loss: 0.0311728 | val_loss: 0.031184 | Time: 2353.28 ms
[2021-01-22 04:48:36 main:574] : INFO : Epoch 1800 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 2291.11 ms
[2021-01-22 04:48:38 main:574] : INFO : Epoch 1801 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 2279.51 ms
[2021-01-22 04:48:41 main:574] : INFO : Epoch 1802 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 2219.08 ms
[2021-01-22 04:48:43 main:574] : INFO : Epoch 1803 | loss: 0.0311718 | val_loss: 0.0311838 | Time: 2237.79 ms
[2021-01-22 04:48:45 main:574] : INFO : Epoch 1804 | loss: 0.031173 | val_loss: 0.0311871 | Time: 2301.73 ms
[2021-01-22 04:48:48 main:574] : INFO : Epoch 1805 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2369.41 ms
[2021-01-22 04:48:50 main:574] : INFO : Epoch 1806 | loss: 0.0311717 | val_loss: 0.0311817 | Time: 2338.26 ms
[2021-01-22 04:48:52 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 2204.07 ms
[2021-01-22 04:48:55 main:574] : INFO : Epoch 1808 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 2214.14 ms
[2021-01-22 04:48:57 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311882 | Time: 2228.36 ms
[2021-01-22 04:48:59 main:574] : INFO : Epoch 1810 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 2303.65 ms
[2021-01-22 04:49:02 main:574] : INFO : Epoch 1811 | loss: 0.0311756 | val_loss: 0.0311858 | Time: 2416.92 ms
[2021-01-22 04:49:04 main:574] : INFO : Epoch 1812 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 2320.48 ms
[2021-01-22 04:49:06 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 2250.97 ms
[2021-01-22 04:49:09 main:574] : INFO : Epoch 1814 | loss: 0.0311745 | val_loss: 0.0311862 | Time: 2317.15 ms
[2021-01-22 04:49:11 main:574] : INFO : Epoch 1815 | loss: 0.0311749 | val_loss: 0.0311816 | Time: 2304.57 ms
[2021-01-22 04:49:13 main:574] : INFO : Epoch 1816 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 2292.13 ms
[2021-01-22 04:49:16 main:574] : INFO : Epoch 1817 | loss: 0.0311764 | val_loss: 0.0311871 | Time: 2359.6 ms
[2021-01-22 04:49:18 main:574] : INFO : Epoch 1818 | loss: 0.0311765 | val_loss: 0.031184 | Time: 2285.37 ms
[2021-01-22 04:49:20 main:574] : INFO : Epoch 1819 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 2311.91 ms
[2021-01-22 04:49:23 main:574] : INFO : Epoch 1820 | loss: 0.0311869 | val_loss: 0.0311937 | Time: 2302.85 ms
[2021-01-22 04:49:25 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 2301.02 ms
[2021-01-22 04:49:27 main:574] : INFO : Epoch 1822 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 2262.2 ms
[2021-01-22 04:49:30 main:574] : INFO : Epoch 1823 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2169.12 ms
[2021-01-22 04:49:32 main:574] : INFO : Epoch 1824 | loss: 0.0311784 | val_loss: 0.03118 | Time: 2301.03 ms
[2021-01-22 04:49:34 main:574] : INFO : Epoch 1825 | loss: 0.0311833 | val_loss: 0.0311942 | Time: 2287.8 ms
[2021-01-22 04:49:36 main:574] : INFO : Epoch 1826 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 2250.43 ms
[2021-01-22 04:49:39 main:574] : INFO : Epoch 1827 | loss: 0.0311757 | val_loss: 0.03118 | Time: 2388.95 ms
[2021-01-22 04:49:41 main:574] : INFO : Epoch 1828 | loss: 0.0311805 | val_loss: 0.0311884 | Time: 2280.71 ms
[2021-01-22 04:49:44 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311838 | Time: 2323.4 ms
[2021-01-22 04:49:46 main:574] : INFO : Epoch 1830 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 2230.58 ms
[2021-01-22 04:49:48 main:574] : INFO : Epoch 1831 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 2135.15 ms
[2021-01-22 04:49:50 main:574] : INFO : Epoch 1832 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 2297.2 ms
[2021-01-22 04:49:53 main:574] : INFO : Epoch 1833 | loss: 0.0311761 | val_loss: 0.031179 | Time: 2282.99 ms
[2021-01-22 04:49:55 main:574] : INFO : Epoch 1834 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 2338.17 ms
[2021-01-22 04:49:57 main:574] : INFO : Epoch 1835 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 2221.62 ms
[2021-01-22 04:50:00 main:574] : INFO : Epoch 1836 | loss: 0.031178 | val_loss: 0.0311792 | Time: 2246.78 ms
[2021-01-22 04:50:02 main:574] : INFO : Epoch 1837 | loss: 0.031177 | val_loss: 0.0311793 | Time: 2235 ms
[2021-01-22 04:50:04 main:574] : INFO : Epoch 1838 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 2310.68 ms
[2021-01-22 04:50:06 main:574] : INFO : Epoch 1839 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 2201.98 ms
[2021-01-22 04:50:09 main:574] : INFO : Epoch 1840 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 2270.21 ms
[2021-01-22 04:50:11 main:574] : INFO : Epoch 1841 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 2361.55 ms
[2021-01-22 04:50:14 main:574] : INFO : Epoch 1842 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 2282.89 ms
[2021-01-22 04:50:16 main:574] : INFO : Epoch 1843 | loss: 0.0311761 | val_loss: 0.0311753 | Time: 2258.95 ms
[2021-01-22 04:50:18 main:574] : INFO : Epoch 1844 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 2339.25 ms
[2021-01-22 04:50:21 main:574] : INFO : Epoch 1845 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 2302.67 ms
[2021-01-22 04:50:23 main:574] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.031176 | Time: 2168.77 ms
[2021-01-22 04:50:25 main:574] : INFO : Epoch 1847 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2223.65 ms
[2021-01-22 04:50:27 main:574] : INFO : Epoch 1848 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 2350.65 ms
[2021-01-22 04:50:30 main:574] : INFO : Epoch 1849 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 2211.27 ms
[2021-01-22 04:50:32 main:574] : INFO : Epoch 1850 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2211.03 ms
[2021-01-22 04:50:34 main:574] : INFO : Epoch 1851 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 2185.64 ms
[2021-01-22 04:50:36 main:574] : INFO : Epoch 1852 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 2208.95 ms
[2021-01-22 04:50:39 main:574] : INFO : Epoch 1853 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2261.71 ms
[2021-01-22 04:50:41 main:574] : INFO : Epoch 1854 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 2225.28 ms
[2021-01-22 04:50:43 main:574] : INFO : Epoch 1855 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2302.97 ms
[2021-01-22 04:50:46 main:574] : INFO : Epoch 1856 | loss: 0.031174 | val_loss: 0.0311831 | Time: 2284.06 ms
[2021-01-22 04:50:48 main:574] : INFO : Epoch 1857 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 2253.34 ms
[2021-01-22 04:50:50 main:574] : INFO : Epoch 1858 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 2247.6 ms
[2021-01-22 04:50:52 main:574] : INFO : Epoch 1859 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 2192 ms
[2021-01-22 04:50:55 main:574] : INFO : Epoch 1860 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 2237.37 ms
[2021-01-22 04:50:57 main:574] : INFO : Epoch 1861 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 2229.16 ms
[2021-01-22 04:50:59 main:574] : INFO : Epoch 1862 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 2229.27 ms
[2021-01-22 04:51:02 main:574] : INFO : Epoch 1863 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 2235.45 ms
[2021-01-22 04:51:04 main:574] : INFO : Epoch 1864 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 2311.6 ms
[2021-01-22 04:51:06 main:574] : INFO : Epoch 1865 | loss: 0.0311859 | val_loss: 0.0311857 | Time: 2255.76 ms
[2021-01-22 04:51:08 main:574] : INFO : Epoch 1866 | loss: 0.0311815 | val_loss: 0.0311867 | Time: 2223.02 ms
[2021-01-22 04:51:11 main:574] : INFO : Epoch 1867 | loss: 0.0311817 | val_loss: 0.0311897 | Time: 2226.45 ms
[2021-01-22 04:51:13 main:574] : INFO : Epoch 1868 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 2341.12 ms
[2021-01-22 04:51:15 main:574] : INFO : Epoch 1869 | loss: 0.03118 | val_loss: 0.0311849 | Time: 2275.34 ms
[2021-01-22 04:51:18 main:574] : INFO : Epoch 1870 | loss: 0.031185 | val_loss: 0.0311903 | Time: 2271.77 ms
[2021-01-22 04:51:20 main:574] : INFO : Epoch 1871 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 2244.73 ms
[2021-01-22 04:51:22 main:574] : INFO : Epoch 1872 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 2282.45 ms
[2021-01-22 04:51:24 main:574] : INFO : Epoch 1873 | loss: 0.0311814 | val_loss: 0.031182 | Time: 2208 ms
[2021-01-22 04:51:27 main:574] : INFO : Epoch 1874 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2228.98 ms
[2021-01-22 04:51:29 main:574] : INFO : Epoch 1875 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 2278.92 ms
[2021-01-22 04:51:31 main:574] : INFO : Epoch 1876 | loss: 0.0311839 | val_loss: 0.0311811 | Time: 2253.79 ms
[2021-01-22 04:51:34 main:574] : INFO : Epoch 1877 | loss: 0.0311804 | val_loss: 0.0311808 | Time: 2276.72 ms
[2021-01-22 04:51:36 main:574] : INFO : Epoch 1878 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 2219.24 ms
[2021-01-22 04:51:38 main:574] : INFO : Epoch 1879 | loss: 0.0311785 | val_loss: 0.031181 | Time: 2296.07 ms
[2021-01-22 04:51:41 main:574] : INFO : Epoch 1880 | loss: 0.0311777 | val_loss: 0.0311896 | Time: 2301.07 ms
[2021-01-22 04:51:43 main:574] : INFO : Epoch 1881 | loss: 0.031178 | val_loss: 0.031182 | Time: 2203.44 ms
[2021-01-22 04:51:45 main:574] : INFO : Epoch 1882 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 2239.82 ms
[2021-01-22 04:51:48 main:574] : INFO : Epoch 1883 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 2384.49 ms
[2021-01-22 04:51:50 main:574] : INFO : Epoch 1884 | loss: 0.0311767 | val_loss: 0.0311861 | Time: 2301.87 ms
[2021-01-22 04:51:52 main:574] : INFO : Epoch 1885 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 2301.09 ms
[2021-01-22 04:51:55 main:574] : INFO : Epoch 1886 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 2247.78 ms
[2021-01-22 04:51:57 main:574] : INFO : Epoch 1887 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 2291.35 ms
[2021-01-22 04:51:59 main:574] : INFO : Epoch 1888 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 2261.26 ms
[2021-01-22 04:52:02 main:574] : INFO : Epoch 1889 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 2307.83 ms
[2021-01-22 04:52:04 main:574] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 2207.79 ms
[2021-01-22 04:52:06 main:574] : INFO : Epoch 1891 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 2294.53 ms
[2021-01-22 04:52:09 main:574] : INFO : Epoch 1892 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 2232.05 ms
[2021-01-22 04:52:11 main:574] : INFO : Epoch 1893 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2160.19 ms
[2021-01-22 04:52:13 main:574] : INFO : Epoch 1894 | loss: 0.0311779 | val_loss: 0.0311824 | Time: 2265.47 ms
[2021-01-22 04:52:15 main:574] : INFO : Epoch 1895 | loss: 0.0311821 | val_loss: 0.0311879 | Time: 2216.03 ms
[2021-01-22 04:52:18 main:574] : INFO : Epoch 1896 | loss: 0.0311839 | val_loss: 0.0311824 | Time: 2260.06 ms
[2021-01-22 04:52:20 main:574] : INFO : Epoch 1897 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 2169.54 ms
[2021-01-22 04:52:22 main:574] : INFO : Epoch 1898 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 2248.03 ms
[2021-01-22 04:52:24 main:574] : INFO : Epoch 1899 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 2244.94 ms
[2021-01-22 04:52:27 main:574] : INFO : Epoch 1900 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2234.04 ms
[2021-01-22 04:52:29 main:574] : INFO : Epoch 1901 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 2238.51 ms
[2021-01-22 04:52:31 main:574] : INFO : Epoch 1902 | loss: 0.031176 | val_loss: 0.031182 | Time: 2272.13 ms
[2021-01-22 04:52:34 main:574] : INFO : Epoch 1903 | loss: 0.031176 | val_loss: 0.0311865 | Time: 2280.77 ms
[2021-01-22 04:52:36 main:574] : INFO : Epoch 1904 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2237.47 ms
[2021-01-22 04:52:38 main:574] : INFO : Epoch 1905 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 2228.08 ms
[2021-01-22 04:52:41 main:574] : INFO : Epoch 1906 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 2314.07 ms
[2021-01-22 04:52:43 main:574] : INFO : Epoch 1907 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 2266.36 ms
[2021-01-22 04:52:45 main:574] : INFO : Epoch 1908 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 2249.71 ms
[2021-01-22 04:52:47 main:574] : INFO : Epoch 1909 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 2219.89 ms
[2021-01-22 04:52:50 main:574] : INFO : Epoch 1910 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 2191.82 ms
[2021-01-22 04:52:52 main:574] : INFO : Epoch 1911 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 2320.64 ms
[2021-01-22 04:52:54 main:574] : INFO : Epoch 1912 | loss: 0.0311835 | val_loss: 0.0311832 | Time: 2270.22 ms
[2021-01-22 04:52:57 main:574] : INFO : Epoch 1913 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 2227.47 ms
[2021-01-22 04:52:59 main:574] : INFO : Epoch 1914 | loss: 0.0311785 | val_loss: 0.0311827 | Time: 2217.8 ms
[2021-01-22 04:53:01 main:574] : INFO : Epoch 1915 | loss: 0.031178 | val_loss: 0.0311846 | Time: 2221.68 ms
[2021-01-22 04:53:04 main:574] : INFO : Epoch 1916 | loss: 0.0311796 | val_loss: 0.0311899 | Time: 2295.47 ms
[2021-01-22 04:53:06 main:574] : INFO : Epoch 1917 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 2231.72 ms
[2021-01-22 04:53:08 main:574] : INFO : Epoch 1918 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 2328.44 ms
[2021-01-22 04:53:10 main:574] : INFO : Epoch 1919 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 2251.63 ms
[2021-01-22 04:53:13 main:574] : INFO : Epoch 1920 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 2342.23 ms
[2021-01-22 04:53:15 main:574] : INFO : Epoch 1921 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 2199.28 ms
[2021-01-22 04:53:18 main:574] : INFO : Epoch 1922 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2295.59 ms
[2021-01-22 04:53:20 main:574] : INFO : Epoch 1923 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 2322.52 ms
[2021-01-22 04:53:22 main:574] : INFO : Epoch 1924 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 2342.28 ms
[2021-01-22 04:53:25 main:574] : INFO : Epoch 1925 | loss: 0.031177 | val_loss: 0.0311802 | Time: 2219.53 ms
[2021-01-22 04:53:27 main:574] : INFO : Epoch 1926 | loss: 0.0311779 | val_loss: 0.0311885 | Time: 2258.35 ms
[2021-01-22 04:53:29 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2315.73 ms
[2021-01-22 04:53:31 main:574] : INFO : Epoch 1928 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 2245.8 ms
[2021-01-22 04:53:34 main:574] : INFO : Epoch 1929 | loss: 0.0311754 | val_loss: 0.031179 | Time: 2282.97 ms
[2021-01-22 04:53:36 main:574] : INFO : Epoch 1930 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 2338.09 ms
[2021-01-22 04:53:38 main:574] : INFO : Epoch 1931 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 2303.28 ms
[2021-01-22 04:53:41 main:574] : INFO : Epoch 1932 | loss: 0.0311747 | val_loss: 0.0311824 | Time: 2320.76 ms
[2021-01-22 04:53:43 main:574] : INFO : Epoch 1933 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 2279.31 ms
[2021-01-22 04:53:46 main:574] : INFO : Epoch 1934 | loss: 0.031175 | val_loss: 0.0311831 | Time: 2314.74 ms
[2021-01-22 04:53:48 main:574] : INFO : Epoch 1935 | loss: 0.0311758 | val_loss: 0.0311829 | Time: 2218.83 ms
[2021-01-22 04:53:50 main:574] : INFO : Epoch 1936 | loss: 0.0311804 | val_loss: 0.0311861 | Time: 2341.43 ms
[2021-01-22 04:53:52 main:574] : INFO : Epoch 1937 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 2239.7 ms
[2021-01-22 04:53:55 main:574] : INFO : Epoch 1938 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 2253.64 ms
[2021-01-22 04:53:57 main:574] : INFO : Epoch 1939 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 2185.79 ms
[2021-01-22 04:53:59 main:574] : INFO : Epoch 1940 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2297.98 ms
[2021-01-22 04:54:02 main:574] : INFO : Epoch 1941 | loss: 0.031176 | val_loss: 0.0311807 | Time: 2272.32 ms
[2021-01-22 04:54:04 main:574] : INFO : Epoch 1942 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 2336.99 ms
[2021-01-22 04:54:06 main:574] : INFO : Epoch 1943 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 2219.73 ms
[2021-01-22 04:54:09 main:574] : INFO : Epoch 1944 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 2323.52 ms
[2021-01-22 04:54:11 main:574] : INFO : Epoch 1945 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2368.31 ms
[2021-01-22 04:54:13 main:574] : INFO : Epoch 1946 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 2233.71 ms
[2021-01-22 04:54:15 main:574] : INFO : Epoch 1947 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 2209.03 ms
[2021-01-22 04:54:18 main:574] : INFO : Epoch 1948 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 2324.87 ms
[2021-01-22 04:54:20 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 2266.89 ms
[2021-01-22 04:54:22 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.0311788 | Time: 2284.09 ms
[2021-01-22 04:54:25 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 2244.05 ms
[2021-01-22 04:54:27 main:574] : INFO : Epoch 1952 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 2177.52 ms
[2021-01-22 04:54:29 main:574] : INFO : Epoch 1953 | loss: 0.031175 | val_loss: 0.0311786 | Time: 2245.85 ms
[2021-01-22 04:54:32 main:574] : INFO : Epoch 1954 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 2217.05 ms
[2021-01-22 04:54:34 main:574] : INFO : Epoch 1955 | loss: 0.0311784 | val_loss: 0.0311818 | Time: 2200.26 ms
[2021-01-22 04:54:36 main:574] : INFO : Epoch 1956 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 2297.32 ms
[2021-01-22 04:54:38 main:574] : INFO : Epoch 1957 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 2239.08 ms
[2021-01-22 04:54:41 main:574] : INFO : Epoch 1958 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 2297.24 ms
[2021-01-22 04:54:43 main:574] : INFO : Epoch 1959 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 2249.5 ms
[2021-01-22 04:54:45 main:574] : INFO : Epoch 1960 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 2331.55 ms
[2021-01-22 04:54:48 main:574] : INFO : Epoch 1961 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 2178.25 ms
[2021-01-22 04:54:50 main:574] : INFO : Epoch 1962 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2224.39 ms
[2021-01-22 04:54:52 main:574] : INFO : Epoch 1963 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 2204.31 ms
[2021-01-22 04:54:54 main:574] : INFO : Epoch 1964 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 2294.94 ms
[2021-01-22 04:54:57 main:574] : INFO : Epoch 1965 | loss: 0.0311829 | val_loss: 0.031184 | Time: 2285.08 ms
[2021-01-22 04:54:59 main:574] : INFO : Epoch 1966 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 2270.79 ms
[2021-01-22 04:55:01 main:574] : INFO : Epoch 1967 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 2279.22 ms
[2021-01-22 04:55:04 main:574] : INFO : Epoch 1968 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 2259.74 ms
[2021-01-22 04:55:06 main:574] : INFO : Epoch 1969 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 2324.95 ms
[2021-01-22 04:55:08 main:574] : INFO : Epoch 1970 | loss: 0.0311809 | val_loss: 0.0311755 | Time: 2338.2 ms
[2021-01-22 04:55:11 main:574] : INFO : Epoch 1971 | loss: 0.0311808 | val_loss: 0.0311779 | Time: 2282.18 ms
[2021-01-22 04:55:13 main:574] : INFO : Epoch 1972 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2355.71 ms
[2021-01-22 04:55:15 main:574] : INFO : Epoch 1973 | loss: 0.031179 | val_loss: 0.0311746 | Time: 2188.43 ms
[2021-01-22 04:55:18 main:574] : INFO : Epoch 1974 | loss: 0.0311768 | val_loss: 0.0311726 | Time: 2264.25 ms
[2021-01-22 04:55:20 main:574] : INFO : Epoch 1975 | loss: 0.0311766 | val_loss: 0.0311718 | Time: 2179.07 ms
[2021-01-22 04:55:22 main:574] : INFO : Epoch 1976 | loss: 0.0311757 | val_loss: 0.0311711 | Time: 2289.28 ms
[2021-01-22 04:55:24 main:574] : INFO : Epoch 1977 | loss: 0.0311746 | val_loss: 0.0311718 | Time: 2263.22 ms
[2021-01-22 04:55:27 main:574] : INFO : Epoch 1978 | loss: 0.0311754 | val_loss: 0.0311736 | Time: 2236.11 ms
[2021-01-22 04:55:29 main:574] : INFO : Epoch 1979 | loss: 0.0311749 | val_loss: 0.0311732 | Time: 2227.3 ms
[2021-01-22 04:55:31 main:574] : INFO : Epoch 1980 | loss: 0.0311752 | val_loss: 0.0311737 | Time: 2232.85 ms
[2021-01-22 04:55:34 main:574] : INFO : Epoch 1981 | loss: 0.0311762 | val_loss: 0.0311733 | Time: 2200.61 ms
[2021-01-22 04:55:36 main:574] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0311811 | Time: 2268.71 ms
[2021-01-22 04:55:38 main:574] : INFO : Epoch 1983 | loss: 0.0311768 | val_loss: 0.0311758 | Time: 2246.39 ms
[2021-01-22 04:55:40 main:574] : INFO : Epoch 1984 | loss: 0.0311748 | val_loss: 0.031182 | Time: 2302.83 ms
[2021-01-22 04:55:43 main:574] : INFO : Epoch 1985 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 2186.77 ms
[2021-01-22 04:55:45 main:574] : INFO : Epoch 1986 | loss: 0.0311739 | val_loss: 0.0311726 | Time: 2289.09 ms
[2021-01-22 04:55:47 main:574] : INFO : Epoch 1987 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 2274.87 ms
[2021-01-22 04:55:50 main:574] : INFO : Epoch 1988 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 2194.86 ms
[2021-01-22 04:55:52 main:574] : INFO : Epoch 1989 | loss: 0.0311747 | val_loss: 0.0311739 | Time: 2305.33 ms
[2021-01-22 04:55:54 main:574] : INFO : Epoch 1990 | loss: 0.0311733 | val_loss: 0.0311724 | Time: 2214.37 ms
[2021-01-22 04:55:57 main:574] : INFO : Epoch 1991 | loss: 0.0311736 | val_loss: 0.0311729 | Time: 2269.9 ms
[2021-01-22 04:55:59 main:574] : INFO : Epoch 1992 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 2342.2 ms
[2021-01-22 04:56:01 main:574] : INFO : Epoch 1993 | loss: 0.0311735 | val_loss: 0.0311707 | Time: 2214.47 ms
[2021-01-22 04:56:03 main:574] : INFO : Epoch 1994 | loss: 0.0311744 | val_loss: 0.0311713 | Time: 2247.8 ms
[2021-01-22 04:56:06 main:574] : INFO : Epoch 1995 | loss: 0.0311766 | val_loss: 0.0311739 | Time: 2228.01 ms
[2021-01-22 04:56:08 main:574] : INFO : Epoch 1996 | loss: 0.0311741 | val_loss: 0.0311715 | Time: 2335.72 ms
[2021-01-22 04:56:10 main:574] : INFO : Epoch 1997 | loss: 0.0311744 | val_loss: 0.0311714 | Time: 2311.08 ms
[2021-01-22 04:56:13 main:574] : INFO : Epoch 1998 | loss: 0.0311761 | val_loss: 0.0311727 | Time: 2236.02 ms
[2021-01-22 04:56:15 main:574] : INFO : Epoch 1999 | loss: 0.0311762 | val_loss: 0.0311719 | Time: 2267.04 ms
[2021-01-22 04:56:17 main:574] : INFO : Epoch 2000 | loss: 0.0311771 | val_loss: 0.0311745 | Time: 2315.79 ms
[2021-01-22 04:56:20 main:574] : INFO : Epoch 2001 | loss: 0.0311789 | val_loss: 0.031175 | Time: 2226.13 ms
[2021-01-22 04:56:22 main:574] : INFO : Epoch 2002 | loss: 0.0311757 | val_loss: 0.0311717 | Time: 2294.51 ms
[2021-01-22 04:56:24 main:574] : INFO : Epoch 2003 | loss: 0.031175 | val_loss: 0.031172 | Time: 2306.11 ms
[2021-01-22 04:56:26 main:574] : INFO : Epoch 2004 | loss: 0.0311764 | val_loss: 0.0311732 | Time: 2208.68 ms
[2021-01-22 04:56:29 main:574] : INFO : Epoch 2005 | loss: 0.0311767 | val_loss: 0.031173 | Time: 2160.52 ms
[2021-01-22 04:56:31 main:574] : INFO : Epoch 2006 | loss: 0.0311799 | val_loss: 0.0311758 | Time: 2217.16 ms
[2021-01-22 04:56:33 main:574] : INFO : Epoch 2007 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 2240.42 ms
[2021-01-22 04:56:35 main:574] : INFO : Epoch 2008 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 2242.87 ms
[2021-01-22 04:56:38 main:574] : INFO : Epoch 2009 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2219.06 ms
[2021-01-22 04:56:40 main:574] : INFO : Epoch 2010 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 2215.22 ms
[2021-01-22 04:56:42 main:574] : INFO : Epoch 2011 | loss: 0.0311839 | val_loss: 0.0311784 | Time: 2313.28 ms
[2021-01-22 04:56:45 main:574] : INFO : Epoch 2012 | loss: 0.0311829 | val_loss: 0.0311795 | Time: 2192.68 ms
[2021-01-22 04:56:47 main:574] : INFO : Epoch 2013 | loss: 0.0311821 | val_loss: 0.0311765 | Time: 2209.56 ms
[2021-01-22 04:56:49 main:574] : INFO : Epoch 2014 | loss: 0.0311812 | val_loss: 0.0311781 | Time: 2200.51 ms
[2021-01-22 04:56:52 main:574] : INFO : Epoch 2015 | loss: 0.0311822 | val_loss: 0.0311802 | Time: 2270.48 ms
[2021-01-22 04:56:54 main:574] : INFO : Epoch 2016 | loss: 0.0311807 | val_loss: 0.031177 | Time: 2238.23 ms
[2021-01-22 04:56:56 main:574] : INFO : Epoch 2017 | loss: 0.0311813 | val_loss: 0.0311769 | Time: 2287.51 ms
[2021-01-22 04:56:58 main:574] : INFO : Epoch 2018 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 2244.23 ms
[2021-01-22 04:57:01 main:574] : INFO : Epoch 2019 | loss: 0.0311811 | val_loss: 0.0311787 | Time: 2327.76 ms
[2021-01-22 04:57:03 main:574] : INFO : Epoch 2020 | loss: 0.0311813 | val_loss: 0.0311781 | Time: 2254.48 ms
[2021-01-22 04:57:05 main:574] : INFO : Epoch 2021 | loss: 0.0311815 | val_loss: 0.0311789 | Time: 2236.19 ms
[2021-01-22 04:57:07 main:574] : INFO : Epoch 2022 | loss: 0.0311816 | val_loss: 0.0311805 | Time: 2204.33 ms
[2021-01-22 04:57:10 main:574] : INFO : Epoch 2023 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 2196.7 ms
[2021-01-22 04:57:12 main:574] : INFO : Epoch 2024 | loss: 0.0311808 | val_loss: 0.0311786 | Time: 2304.62 ms
[2021-01-22 04:57:14 main:574] : INFO : Epoch 2025 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 2222.62 ms
[2021-01-22 04:57:17 main:574] : INFO : Epoch 2026 | loss: 0.03118 | val_loss: 0.0311809 | Time: 2245.42 ms
[2021-01-22 04:57:19 main:574] : INFO : Epoch 2027 | loss: 0.0311828 | val_loss: 0.031187 | Time: 2285.36 ms
[2021-01-22 04:57:21 main:574] : INFO : Epoch 2028 | loss: 0.0311839 | val_loss: 0.0311818 | Time: 2315.96 ms
[2021-01-22 04:57:24 main:574] : INFO : Epoch 2029 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2286.17 ms
[2021-01-22 04:57:26 main:574] : INFO : Epoch 2030 | loss: 0.0311844 | val_loss: 0.0311815 | Time: 2225.39 ms
[2021-01-22 04:57:28 main:574] : INFO : Epoch 2031 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2301.73 ms
[2021-01-22 04:57:30 main:574] : INFO : Epoch 2032 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 2219.47 ms
[2021-01-22 04:57:33 main:574] : INFO : Epoch 2033 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 2253.89 ms
[2021-01-22 04:57:35 main:574] : INFO : Epoch 2034 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 2233.99 ms
[2021-01-22 04:57:37 main:574] : INFO : Epoch 2035 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 2230 ms
[2021-01-22 04:57:40 main:574] : INFO : Epoch 2036 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 2268.93 ms
[2021-01-22 04:57:42 main:574] : INFO : Epoch 2037 | loss: 0.0311897 | val_loss: 0.0311912 | Time: 2337.71 ms
[2021-01-22 04:57:44 main:574] : INFO : Epoch 2038 | loss: 0.0311912 | val_loss: 0.0311899 | Time: 2376.4 ms
[2021-01-22 04:57:47 main:574] : INFO : Epoch 2039 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 2310.21 ms
[2021-01-22 04:57:49 main:574] : INFO : Epoch 2040 | loss: 0.0311858 | val_loss: 0.0311923 | Time: 2248.55 ms
[2021-01-22 04:57:51 main:574] : INFO : Epoch 2041 | loss: 0.0311892 | val_loss: 0.0311877 | Time: 2236.25 ms
[2021-01-22 04:57:54 main:574] : INFO : Epoch 2042 | loss: 0.031185 | val_loss: 0.0311925 | Time: 2279.11 ms
[2021-01-22 04:57:56 main:574] : INFO : Epoch 2043 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 2298.74 ms
[2021-01-22 04:57:58 main:574] : INFO : Epoch 2044 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 2241.13 ms
[2021-01-22 04:58:01 main:574] : INFO : Epoch 2045 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 2302.88 ms
[2021-01-22 04:58:03 main:574] : INFO : Epoch 2046 | loss: 0.0311869 | val_loss: 0.0311923 | Time: 2375.16 ms
[2021-01-22 04:58:05 main:574] : INFO : Epoch 2047 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 2228.3 ms
[2021-01-22 04:58:08 main:574] : INFO : Epoch 2048 | loss: 0.031186 | val_loss: 0.031186 | Time: 2265.7 ms
[2021-01-22 04:58:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031186
[2021-01-22 04:58:08 main:603] : INFO : Saving end state to config to file
[2021-01-22 04:58:08 main:608] : INFO : Success, exiting..
04:58:08 (6780): 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)