Task 13136479
| Name | ParityModified-1645993297-21491-3-0_0 |
| Workunit | 10262039 |
| Created | 14 Mar 2022, 5:48:19 UTC |
| Sent | 22 Mar 2022, 0:01:42 UTC |
| Report deadline | 30 Mar 2022, 0:01:42 UTC |
| Received | 22 Mar 2022, 7:57:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 17 min 46 sec |
| CPU time | 1 hours 17 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311763 | val_loss: 0.0311884 | Time: 2282.09 ms
[2022-03-22 01:37:22 main:574] : INFO : Epoch 1543 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 2236.16 ms
[2022-03-22 01:37:24 main:574] : INFO : Epoch 1544 | loss: 0.0311831 | val_loss: 0.0311879 | Time: 2285.73 ms
[2022-03-22 01:37:27 main:574] : INFO : Epoch 1545 | loss: 0.0311832 | val_loss: 0.0311903 | Time: 2272.71 ms
[2022-03-22 01:37:29 main:574] : INFO : Epoch 1546 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 2288.65 ms
[2022-03-22 01:37:31 main:574] : INFO : Epoch 1547 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 2292.89 ms
[2022-03-22 01:37:33 main:574] : INFO : Epoch 1548 | loss: 0.0311808 | val_loss: 0.0311894 | Time: 2301.54 ms
[2022-03-22 01:37:36 main:574] : INFO : Epoch 1549 | loss: 0.0311798 | val_loss: 0.0311923 | Time: 2250.6 ms
[2022-03-22 01:37:38 main:574] : INFO : Epoch 1550 | loss: 0.0311802 | val_loss: 0.0311897 | Time: 2270.41 ms
[2022-03-22 01:37:40 main:574] : INFO : Epoch 1551 | loss: 0.0311795 | val_loss: 0.0311897 | Time: 2309.61 ms
[2022-03-22 01:37:43 main:574] : INFO : Epoch 1552 | loss: 0.0311793 | val_loss: 0.0311899 | Time: 2283.55 ms
[2022-03-22 01:37:45 main:574] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.0311922 | Time: 2275.36 ms
[2022-03-22 01:37:47 main:574] : INFO : Epoch 1554 | loss: 0.0311788 | val_loss: 0.0311903 | Time: 2244.7 ms
[2022-03-22 01:37:49 main:574] : INFO : Epoch 1555 | loss: 0.0311773 | val_loss: 0.0311892 | Time: 2285.33 ms
[2022-03-22 01:37:52 main:574] : INFO : Epoch 1556 | loss: 0.0311775 | val_loss: 0.0311885 | Time: 2277.95 ms
[2022-03-22 01:37:54 main:574] : INFO : Epoch 1557 | loss: 0.031179 | val_loss: 0.0311901 | Time: 2268.41 ms
[2022-03-22 01:37:56 main:574] : INFO : Epoch 1558 | loss: 0.0311794 | val_loss: 0.0311919 | Time: 2291.81 ms
[2022-03-22 01:37:58 main:574] : INFO : Epoch 1559 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 2241.58 ms
[2022-03-22 01:38:01 main:574] : INFO : Epoch 1560 | loss: 0.0311776 | val_loss: 0.0311895 | Time: 2327.4 ms
[2022-03-22 01:38:03 main:574] : INFO : Epoch 1561 | loss: 0.0311778 | val_loss: 0.0311875 | Time: 2300.35 ms
[2022-03-22 01:38:05 main:574] : INFO : Epoch 1562 | loss: 0.0311766 | val_loss: 0.03119 | Time: 2290.46 ms
[2022-03-22 01:38:08 main:574] : INFO : Epoch 1563 | loss: 0.0311756 | val_loss: 0.0311873 | Time: 2262.67 ms
[2022-03-22 01:38:10 main:574] : INFO : Epoch 1564 | loss: 0.0311759 | val_loss: 0.0311892 | Time: 2331.54 ms
[2022-03-22 01:38:12 main:574] : INFO : Epoch 1565 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 2284.51 ms
[2022-03-22 01:38:15 main:574] : INFO : Epoch 1566 | loss: 0.0311766 | val_loss: 0.0311863 | Time: 2265.57 ms
[2022-03-22 01:38:17 main:574] : INFO : Epoch 1567 | loss: 0.0311751 | val_loss: 0.0311865 | Time: 2308.46 ms
[2022-03-22 01:38:19 main:574] : INFO : Epoch 1568 | loss: 0.0311736 | val_loss: 0.0311872 | Time: 2286.54 ms
[2022-03-22 01:38:21 main:574] : INFO : Epoch 1569 | loss: 0.0311738 | val_loss: 0.0311905 | Time: 2273.04 ms
[2022-03-22 01:38:24 main:574] : INFO : Epoch 1570 | loss: 0.0311743 | val_loss: 0.0311886 | Time: 2274.33 ms
[2022-03-22 01:38:26 main:574] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.0311897 | Time: 2264.03 ms
[2022-03-22 01:38:28 main:574] : INFO : Epoch 1572 | loss: 0.0311726 | val_loss: 0.0311885 | Time: 2279.46 ms
[2022-03-22 01:38:31 main:574] : INFO : Epoch 1573 | loss: 0.0311743 | val_loss: 0.0311939 | Time: 2302.95 ms
[2022-03-22 01:38:33 main:574] : INFO : Epoch 1574 | loss: 0.0311778 | val_loss: 0.0311912 | Time: 2273.66 ms
[2022-03-22 01:38:35 main:574] : INFO : Epoch 1575 | loss: 0.0311778 | val_loss: 0.0311884 | Time: 2289.85 ms
[2022-03-22 01:38:37 main:574] : INFO : Epoch 1576 | loss: 0.031176 | val_loss: 0.0311884 | Time: 2266.34 ms
[2022-03-22 01:38:40 main:574] : INFO : Epoch 1577 | loss: 0.0311766 | val_loss: 0.0311913 | Time: 2246.26 ms
[2022-03-22 01:38:42 main:574] : INFO : Epoch 1578 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 2260.08 ms
[2022-03-22 01:38:44 main:574] : INFO : Epoch 1579 | loss: 0.0311744 | val_loss: 0.03119 | Time: 2224.45 ms
[2022-03-22 01:38:47 main:574] : INFO : Epoch 1580 | loss: 0.0311754 | val_loss: 0.0311869 | Time: 2318.04 ms
[2022-03-22 01:38:49 main:574] : INFO : Epoch 1581 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 2309.22 ms
[2022-03-22 01:38:51 main:574] : INFO : Epoch 1582 | loss: 0.0311751 | val_loss: 0.0311891 | Time: 2256.38 ms
[2022-03-22 01:38:53 main:574] : INFO : Epoch 1583 | loss: 0.0311761 | val_loss: 0.0311901 | Time: 2267.7 ms
[2022-03-22 01:38:56 main:574] : INFO : Epoch 1584 | loss: 0.0311761 | val_loss: 0.031189 | Time: 2310.25 ms
[2022-03-22 01:38:58 main:574] : INFO : Epoch 1585 | loss: 0.0311765 | val_loss: 0.0311899 | Time: 2303.79 ms
[2022-03-22 01:39:00 main:574] : INFO : Epoch 1586 | loss: 0.0311768 | val_loss: 0.0311912 | Time: 2300.2 ms
[2022-03-22 01:39:03 main:574] : INFO : Epoch 1587 | loss: 0.0311766 | val_loss: 0.0311916 | Time: 2278.21 ms
[2022-03-22 01:39:05 main:574] : INFO : Epoch 1588 | loss: 0.0311746 | val_loss: 0.0311894 | Time: 2272.77 ms
[2022-03-22 01:39:07 main:574] : INFO : Epoch 1589 | loss: 0.0311742 | val_loss: 0.0311893 | Time: 2281.4 ms
[2022-03-22 01:39:09 main:574] : INFO : Epoch 1590 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 2249.17 ms
[2022-03-22 01:39:12 main:574] : INFO : Epoch 1591 | loss: 0.0311735 | val_loss: 0.0311913 | Time: 2297.15 ms
[2022-03-22 01:39:14 main:574] : INFO : Epoch 1592 | loss: 0.0311737 | val_loss: 0.0311889 | Time: 2289.79 ms
[2022-03-22 01:39:16 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.0311867 | Time: 2254.61 ms
[2022-03-22 01:39:19 main:574] : INFO : Epoch 1594 | loss: 0.0311739 | val_loss: 0.0311883 | Time: 2275.36 ms
[2022-03-22 01:39:21 main:574] : INFO : Epoch 1595 | loss: 0.0311734 | val_loss: 0.0311893 | Time: 2212.77 ms
[2022-03-22 01:39:23 main:574] : INFO : Epoch 1596 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 2267.46 ms
[2022-03-22 01:39:25 main:574] : INFO : Epoch 1597 | loss: 0.0311728 | val_loss: 0.0311941 | Time: 2243.43 ms
[2022-03-22 01:39:27 main:574] : INFO : Epoch 1598 | loss: 0.0311774 | val_loss: 0.0311944 | Time: 2225.32 ms
[2022-03-22 01:39:30 main:574] : INFO : Epoch 1599 | loss: 0.0311749 | val_loss: 0.0311902 | Time: 2321.3 ms
[2022-03-22 01:39:32 main:574] : INFO : Epoch 1600 | loss: 0.0311735 | val_loss: 0.0311892 | Time: 2239.96 ms
[2022-03-22 01:39:34 main:574] : INFO : Epoch 1601 | loss: 0.0311724 | val_loss: 0.0311873 | Time: 2264.98 ms
[2022-03-22 01:39:37 main:574] : INFO : Epoch 1602 | loss: 0.0311731 | val_loss: 0.0311937 | Time: 2235.41 ms
[2022-03-22 01:39:39 main:574] : INFO : Epoch 1603 | loss: 0.031175 | val_loss: 0.0311873 | Time: 2291.57 ms
[2022-03-22 01:39:41 main:574] : INFO : Epoch 1604 | loss: 0.0311744 | val_loss: 0.0311867 | Time: 2301.73 ms
[2022-03-22 01:39:43 main:574] : INFO : Epoch 1605 | loss: 0.0311733 | val_loss: 0.0311878 | Time: 2263.1 ms
[2022-03-22 01:39:46 main:574] : INFO : Epoch 1606 | loss: 0.0311737 | val_loss: 0.0311963 | Time: 2283.42 ms
[2022-03-22 01:39:48 main:574] : INFO : Epoch 1607 | loss: 0.0311754 | val_loss: 0.0311923 | Time: 2305.39 ms
[2022-03-22 01:39:50 main:574] : INFO : Epoch 1608 | loss: 0.0311786 | val_loss: 0.0311912 | Time: 2224.06 ms
[2022-03-22 01:39:53 main:574] : INFO : Epoch 1609 | loss: 0.0311775 | val_loss: 0.0311884 | Time: 2248.9 ms
[2022-03-22 01:39:55 main:574] : INFO : Epoch 1610 | loss: 0.0311765 | val_loss: 0.0311871 | Time: 2291.24 ms
[2022-03-22 01:39:57 main:574] : INFO : Epoch 1611 | loss: 0.0311803 | val_loss: 0.0311884 | Time: 2275.98 ms
[2022-03-22 01:39:59 main:574] : INFO : Epoch 1612 | loss: 0.0311792 | val_loss: 0.0311899 | Time: 2275.64 ms
[2022-03-22 01:40:02 main:574] : INFO : Epoch 1613 | loss: 0.0311792 | val_loss: 0.0311894 | Time: 2273.8 ms
[2022-03-22 01:40:04 main:574] : INFO : Epoch 1614 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 2269.09 ms
[2022-03-22 01:40:06 main:574] : INFO : Epoch 1615 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 2289.95 ms
[2022-03-22 01:40:09 main:574] : INFO : Epoch 1616 | loss: 0.0311817 | val_loss: 0.0311913 | Time: 2269.91 ms
[2022-03-22 01:40:11 main:574] : INFO : Epoch 1617 | loss: 0.0311833 | val_loss: 0.0311915 | Time: 2261.88 ms
[2022-03-22 01:40:13 main:574] : INFO : Epoch 1618 | loss: 0.0311799 | val_loss: 0.0311881 | Time: 2257.53 ms
[2022-03-22 01:40:15 main:574] : INFO : Epoch 1619 | loss: 0.0311778 | val_loss: 0.0311901 | Time: 2278.95 ms
[2022-03-22 01:40:18 main:574] : INFO : Epoch 1620 | loss: 0.0311777 | val_loss: 0.0311885 | Time: 2260.61 ms
[2022-03-22 01:40:20 main:574] : INFO : Epoch 1621 | loss: 0.0311767 | val_loss: 0.0311921 | Time: 2252.33 ms
[2022-03-22 01:40:22 main:574] : INFO : Epoch 1622 | loss: 0.031176 | val_loss: 0.0311892 | Time: 2244.87 ms
[2022-03-22 01:40:24 main:574] : INFO : Epoch 1623 | loss: 0.0311761 | val_loss: 0.0311912 | Time: 2275.71 ms
[2022-03-22 01:40:27 main:574] : INFO : Epoch 1624 | loss: 0.0311741 | val_loss: 0.0311899 | Time: 2236.59 ms
[2022-03-22 01:40:29 main:574] : INFO : Epoch 1625 | loss: 0.0311743 | val_loss: 0.0311888 | Time: 2285.33 ms
[2022-03-22 01:40:31 main:574] : INFO : Epoch 1626 | loss: 0.031174 | val_loss: 0.0311888 | Time: 2281.28 ms
[2022-03-22 01:40:33 main:574] : INFO : Epoch 1627 | loss: 0.0311747 | val_loss: 0.0311915 | Time: 2252.74 ms
[2022-03-22 01:40:36 main:574] : INFO : Epoch 1628 | loss: 0.0311749 | val_loss: 0.0311895 | Time: 2202.51 ms
[2022-03-22 01:40:38 main:574] : INFO : Epoch 1629 | loss: 0.0311737 | val_loss: 0.0311877 | Time: 2277.26 ms
[2022-03-22 01:40:40 main:574] : INFO : Epoch 1630 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 2291.15 ms
[2022-03-22 01:40:43 main:574] : INFO : Epoch 1631 | loss: 0.0311737 | val_loss: 0.0311859 | Time: 2258.79 ms
[2022-03-22 01:40:45 main:574] : INFO : Epoch 1632 | loss: 0.0311744 | val_loss: 0.0311882 | Time: 2244.45 ms
[2022-03-22 01:40:47 main:574] : INFO : Epoch 1633 | loss: 0.0311751 | val_loss: 0.0311887 | Time: 2306.33 ms
[2022-03-22 01:40:49 main:574] : INFO : Epoch 1634 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 2214.89 ms
[2022-03-22 01:40:52 main:574] : INFO : Epoch 1635 | loss: 0.0311735 | val_loss: 0.0311886 | Time: 2273.67 ms
[2022-03-22 01:40:54 main:574] : INFO : Epoch 1636 | loss: 0.031174 | val_loss: 0.0311917 | Time: 2317.9 ms
[2022-03-22 01:40:56 main:574] : INFO : Epoch 1637 | loss: 0.0311789 | val_loss: 0.0311956 | Time: 2307.2 ms
[2022-03-22 01:40:59 main:574] : INFO : Epoch 1638 | loss: 0.0324916 | val_loss: 0.0322787 | Time: 2282.23 ms
[2022-03-22 01:41:01 main:574] : INFO : Epoch 1639 | loss: 0.031731 | val_loss: 0.031271 | Time: 2313.46 ms
[2022-03-22 01:41:03 main:574] : INFO : Epoch 1640 | loss: 0.0312544 | val_loss: 0.0312081 | Time: 2265.12 ms
[2022-03-22 01:41:05 main:574] : INFO : Epoch 1641 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 2272.36 ms
[2022-03-22 01:41:08 main:574] : INFO : Epoch 1642 | loss: 0.0311816 | val_loss: 0.031193 | Time: 2297.56 ms
[2022-03-22 01:41:10 main:574] : INFO : Epoch 1643 | loss: 0.0311805 | val_loss: 0.0311923 | Time: 2242.19 ms
[2022-03-22 01:41:12 main:574] : INFO : Epoch 1644 | loss: 0.03118 | val_loss: 0.0311899 | Time: 2289.22 ms
[2022-03-22 01:41:14 main:574] : INFO : Epoch 1645 | loss: 0.0311773 | val_loss: 0.0311889 | Time: 2237.54 ms
[2022-03-22 01:41:17 main:574] : INFO : Epoch 1646 | loss: 0.0311766 | val_loss: 0.0311885 | Time: 2277.95 ms
[2022-03-22 01:41:19 main:574] : INFO : Epoch 1647 | loss: 0.0311775 | val_loss: 0.0311936 | Time: 2309.33 ms
[2022-03-22 01:41:21 main:574] : INFO : Epoch 1648 | loss: 0.0311771 | val_loss: 0.031188 | Time: 2245.39 ms
[2022-03-22 01:41:24 main:574] : INFO : Epoch 1649 | loss: 0.0311749 | val_loss: 0.0311876 | Time: 2233.86 ms
[2022-03-22 01:41:26 main:574] : INFO : Epoch 1650 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 2250.56 ms
[2022-03-22 01:41:28 main:574] : INFO : Epoch 1651 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 2245.7 ms
[2022-03-22 01:41:30 main:574] : INFO : Epoch 1652 | loss: 0.0311742 | val_loss: 0.031185 | Time: 2248.04 ms
[2022-03-22 01:41:33 main:574] : INFO : Epoch 1653 | loss: 0.0311734 | val_loss: 0.0311862 | Time: 2280.51 ms
[2022-03-22 01:41:35 main:574] : INFO : Epoch 1654 | loss: 0.0311732 | val_loss: 0.0311865 | Time: 2252.16 ms
[2022-03-22 01:41:37 main:574] : INFO : Epoch 1655 | loss: 0.0311741 | val_loss: 0.0311888 | Time: 2289.07 ms
[2022-03-22 01:41:39 main:574] : INFO : Epoch 1656 | loss: 0.031176 | val_loss: 0.0311873 | Time: 2301.29 ms
[2022-03-22 01:41:42 main:574] : INFO : Epoch 1657 | loss: 0.0311748 | val_loss: 0.0311889 | Time: 2241.96 ms
[2022-03-22 01:41:44 main:574] : INFO : Epoch 1658 | loss: 0.031174 | val_loss: 0.0311877 | Time: 2246.71 ms
[2022-03-22 01:41:46 main:574] : INFO : Epoch 1659 | loss: 0.0311734 | val_loss: 0.0311872 | Time: 2248.42 ms
[2022-03-22 01:41:49 main:574] : INFO : Epoch 1660 | loss: 0.0311724 | val_loss: 0.031188 | Time: 2352.68 ms
[2022-03-22 01:41:51 main:574] : INFO : Epoch 1661 | loss: 0.0311715 | val_loss: 0.031186 | Time: 2229.55 ms
[2022-03-22 01:41:53 main:574] : INFO : Epoch 1662 | loss: 0.0311712 | val_loss: 0.0311868 | Time: 2275.84 ms
[2022-03-22 01:41:55 main:574] : INFO : Epoch 1663 | loss: 0.0311724 | val_loss: 0.0311869 | Time: 2259.02 ms
[2022-03-22 01:41:58 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.0311876 | Time: 2269.69 ms
[2022-03-22 01:42:00 main:574] : INFO : Epoch 1665 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 2303.37 ms
[2022-03-22 01:42:02 main:574] : INFO : Epoch 1666 | loss: 0.0311725 | val_loss: 0.0311882 | Time: 2279.27 ms
[2022-03-22 01:42:04 main:574] : INFO : Epoch 1667 | loss: 0.0311732 | val_loss: 0.0311875 | Time: 2231.76 ms
[2022-03-22 01:42:07 main:574] : INFO : Epoch 1668 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 2278.74 ms
[2022-03-22 01:42:09 main:574] : INFO : Epoch 1669 | loss: 0.0311731 | val_loss: 0.0311898 | Time: 2286.75 ms
[2022-03-22 01:42:11 main:574] : INFO : Epoch 1670 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 2271.78 ms
[2022-03-22 01:42:14 main:574] : INFO : Epoch 1671 | loss: 0.0311717 | val_loss: 0.0311871 | Time: 2269.65 ms
[2022-03-22 01:42:16 main:574] : INFO : Epoch 1672 | loss: 0.0311713 | val_loss: 0.0311865 | Time: 2313.03 ms
[2022-03-22 01:42:18 main:574] : INFO : Epoch 1673 | loss: 0.0311713 | val_loss: 0.0311865 | Time: 2315.46 ms
[2022-03-22 01:42:20 main:574] : INFO : Epoch 1674 | loss: 0.0311707 | val_loss: 0.0311861 | Time: 2254.1 ms
[2022-03-22 01:42:23 main:574] : INFO : Epoch 1675 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 2269.44 ms
[2022-03-22 01:42:25 main:574] : INFO : Epoch 1676 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 2272.34 ms
[2022-03-22 01:42:27 main:574] : INFO : Epoch 1677 | loss: 0.0311728 | val_loss: 0.0311905 | Time: 2317.78 ms
[2022-03-22 01:42:30 main:574] : INFO : Epoch 1678 | loss: 0.0311733 | val_loss: 0.0311886 | Time: 2253.01 ms
[2022-03-22 01:42:32 main:574] : INFO : Epoch 1679 | loss: 0.0311708 | val_loss: 0.0311884 | Time: 2301.86 ms
[2022-03-22 01:42:34 main:574] : INFO : Epoch 1680 | loss: 0.0311691 | val_loss: 0.0311871 | Time: 2332.93 ms
[2022-03-22 01:42:37 main:574] : INFO : Epoch 1681 | loss: 0.0311687 | val_loss: 0.0311872 | Time: 2276.02 ms
[2022-03-22 01:42:39 main:574] : INFO : Epoch 1682 | loss: 0.0311694 | val_loss: 0.0311851 | Time: 2254.58 ms
[2022-03-22 01:42:41 main:574] : INFO : Epoch 1683 | loss: 0.0311713 | val_loss: 0.031188 | Time: 2214.48 ms
[2022-03-22 01:42:43 main:574] : INFO : Epoch 1684 | loss: 0.0311758 | val_loss: 0.0311893 | Time: 2282.63 ms
[2022-03-22 01:42:46 main:574] : INFO : Epoch 1685 | loss: 0.0311837 | val_loss: 0.0311857 | Time: 2306.82 ms
[2022-03-22 01:42:48 main:574] : INFO : Epoch 1686 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 2286.22 ms
[2022-03-22 01:42:50 main:574] : INFO : Epoch 1687 | loss: 0.0311808 | val_loss: 0.0311841 | Time: 2261.48 ms
[2022-03-22 01:42:52 main:574] : INFO : Epoch 1688 | loss: 0.0311796 | val_loss: 0.0311859 | Time: 2268.84 ms
[2022-03-22 01:42:55 main:574] : INFO : Epoch 1689 | loss: 0.0311777 | val_loss: 0.0311846 | Time: 2260.08 ms
[2022-03-22 01:42:57 main:574] : INFO : Epoch 1690 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 2255.95 ms
[2022-03-22 01:42:59 main:574] : INFO : Epoch 1691 | loss: 0.0311751 | val_loss: 0.0311843 | Time: 2264.92 ms
[2022-03-22 01:43:02 main:574] : INFO : Epoch 1692 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 2327.29 ms
[2022-03-22 01:43:04 main:574] : INFO : Epoch 1693 | loss: 0.0311749 | val_loss: 0.0311847 | Time: 2243.55 ms
[2022-03-22 01:43:06 main:574] : INFO : Epoch 1694 | loss: 0.0311747 | val_loss: 0.0311884 | Time: 2284.5 ms
[2022-03-22 01:43:08 main:574] : INFO : Epoch 1695 | loss: 0.0311781 | val_loss: 0.0311857 | Time: 2256.42 ms
[2022-03-22 01:43:11 main:574] : INFO : Epoch 1696 | loss: 0.031176 | val_loss: 0.0311839 | Time: 2298.65 ms
[2022-03-22 01:43:13 main:574] : INFO : Epoch 1697 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 2227.45 ms
[2022-03-22 01:43:15 main:574] : INFO : Epoch 1698 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 2276.94 ms
[2022-03-22 01:43:17 main:574] : INFO : Epoch 1699 | loss: 0.031174 | val_loss: 0.0311833 | Time: 2254.61 ms
[2022-03-22 01:43:20 main:574] : INFO : Epoch 1700 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 2264.01 ms
[2022-03-22 01:43:22 main:574] : INFO : Epoch 1701 | loss: 0.0311735 | val_loss: 0.0311841 | Time: 2270.76 ms
[2022-03-22 01:43:24 main:574] : INFO : Epoch 1702 | loss: 0.0311731 | val_loss: 0.031186 | Time: 2267.34 ms
[2022-03-22 01:43:27 main:574] : INFO : Epoch 1703 | loss: 0.0311733 | val_loss: 0.0311845 | Time: 2265.68 ms
[2022-03-22 01:43:29 main:574] : INFO : Epoch 1704 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 2291.64 ms
[2022-03-22 01:43:31 main:574] : INFO : Epoch 1705 | loss: 0.0311734 | val_loss: 0.0311867 | Time: 2258.39 ms
[2022-03-22 01:43:33 main:574] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 2232.84 ms
[2022-03-22 01:43:36 main:574] : INFO : Epoch 1707 | loss: 0.0311724 | val_loss: 0.031184 | Time: 2275.77 ms
[2022-03-22 01:43:38 main:574] : INFO : Epoch 1708 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2294.54 ms
[2022-03-22 01:43:40 main:574] : INFO : Epoch 1709 | loss: 0.0311714 | val_loss: 0.0311832 | Time: 2296.01 ms
[2022-03-22 01:43:42 main:574] : INFO : Epoch 1710 | loss: 0.0311716 | val_loss: 0.0311831 | Time: 2245.05 ms
[2022-03-22 01:43:45 main:574] : INFO : Epoch 1711 | loss: 0.031172 | val_loss: 0.0311848 | Time: 2331.89 ms
[2022-03-22 01:43:47 main:574] : INFO : Epoch 1712 | loss: 0.0311712 | val_loss: 0.0311849 | Time: 2248.19 ms
[2022-03-22 01:43:49 main:574] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2293.69 ms
[2022-03-22 01:43:52 main:574] : INFO : Epoch 1714 | loss: 0.031171 | val_loss: 0.031185 | Time: 2236.83 ms
[2022-03-22 01:43:54 main:574] : INFO : Epoch 1715 | loss: 0.0311727 | val_loss: 0.0311862 | Time: 2271.43 ms
[2022-03-22 01:43:56 main:574] : INFO : Epoch 1716 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2202.66 ms
[2022-03-22 01:43:58 main:574] : INFO : Epoch 1717 | loss: 0.0311709 | val_loss: 0.0311842 | Time: 2230.98 ms
[2022-03-22 01:44:01 main:574] : INFO : Epoch 1718 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 2261.77 ms
[2022-03-22 01:44:03 main:574] : INFO : Epoch 1719 | loss: 0.0311704 | val_loss: 0.0311877 | Time: 2255.56 ms
[2022-03-22 01:44:05 main:574] : INFO : Epoch 1720 | loss: 0.0311737 | val_loss: 0.0311896 | Time: 2267.24 ms
[2022-03-22 01:44:07 main:574] : INFO : Epoch 1721 | loss: 0.0311727 | val_loss: 0.0311849 | Time: 2267.88 ms
[2022-03-22 01:44:10 main:574] : INFO : Epoch 1722 | loss: 0.0311727 | val_loss: 0.0311864 | Time: 2292.43 ms
[2022-03-22 01:44:12 main:574] : INFO : Epoch 1723 | loss: 0.0311712 | val_loss: 0.0311854 | Time: 2258 ms
[2022-03-22 01:44:14 main:574] : INFO : Epoch 1724 | loss: 0.0311724 | val_loss: 0.031187 | Time: 2260.61 ms
[2022-03-22 01:44:17 main:574] : INFO : Epoch 1725 | loss: 0.0311715 | val_loss: 0.0311866 | Time: 2312.41 ms
[2022-03-22 01:44:19 main:574] : INFO : Epoch 1726 | loss: 0.0311701 | val_loss: 0.0311858 | Time: 2264 ms
[2022-03-22 01:44:21 main:574] : INFO : Epoch 1727 | loss: 0.0311709 | val_loss: 0.0311864 | Time: 2300.57 ms
[2022-03-22 01:44:23 main:574] : INFO : Epoch 1728 | loss: 0.0311691 | val_loss: 0.0311893 | Time: 2308.08 ms
[2022-03-22 01:44:26 main:574] : INFO : Epoch 1729 | loss: 0.0311699 | val_loss: 0.0311855 | Time: 2277.98 ms
[2022-03-22 01:44:28 main:574] : INFO : Epoch 1730 | loss: 0.0311696 | val_loss: 0.0311852 | Time: 2227.14 ms
[2022-03-22 01:44:30 main:574] : INFO : Epoch 1731 | loss: 0.0311701 | val_loss: 0.0311855 | Time: 2310.22 ms
[2022-03-22 01:44:33 main:574] : INFO : Epoch 1732 | loss: 0.0311695 | val_loss: 0.0311858 | Time: 2277.69 ms
[2022-03-22 01:44:35 main:574] : INFO : Epoch 1733 | loss: 0.0311715 | val_loss: 0.0311854 | Time: 2276.22 ms
[2022-03-22 01:44:37 main:574] : INFO : Epoch 1734 | loss: 0.0311729 | val_loss: 0.0311838 | Time: 2300.86 ms
[2022-03-22 01:44:39 main:574] : INFO : Epoch 1735 | loss: 0.0311712 | val_loss: 0.0311833 | Time: 2282.7 ms
[2022-03-22 01:44:42 main:574] : INFO : Epoch 1736 | loss: 0.03117 | val_loss: 0.0311861 | Time: 2229.77 ms
[2022-03-22 01:44:44 main:574] : INFO : Epoch 1737 | loss: 0.0311696 | val_loss: 0.0311849 | Time: 2239.66 ms
[2022-03-22 01:44:46 main:574] : INFO : Epoch 1738 | loss: 0.0311691 | val_loss: 0.031185 | Time: 2226.42 ms
[2022-03-22 01:44:48 main:574] : INFO : Epoch 1739 | loss: 0.0311684 | val_loss: 0.0311852 | Time: 2297.16 ms
[2022-03-22 01:44:51 main:574] : INFO : Epoch 1740 | loss: 0.0311692 | val_loss: 0.031184 | Time: 2288.88 ms
[2022-03-22 01:44:53 main:574] : INFO : Epoch 1741 | loss: 0.0311685 | val_loss: 0.0311843 | Time: 2275.76 ms
[2022-03-22 01:44:55 main:574] : INFO : Epoch 1742 | loss: 0.031168 | val_loss: 0.031184 | Time: 2289.53 ms
[2022-03-22 01:44:58 main:574] : INFO : Epoch 1743 | loss: 0.031168 | val_loss: 0.0311858 | Time: 2241.56 ms
[2022-03-22 01:45:00 main:574] : INFO : Epoch 1744 | loss: 0.0311686 | val_loss: 0.0311862 | Time: 2253.64 ms
[2022-03-22 01:45:02 main:574] : INFO : Epoch 1745 | loss: 0.0311682 | val_loss: 0.0311881 | Time: 2262.21 ms
[2022-03-22 01:45:04 main:574] : INFO : Epoch 1746 | loss: 0.0311674 | val_loss: 0.0311862 | Time: 2299.99 ms
[2022-03-22 01:45:07 main:574] : INFO : Epoch 1747 | loss: 0.0311672 | val_loss: 0.0311875 | Time: 2246.33 ms
[2022-03-22 01:45:09 main:574] : INFO : Epoch 1748 | loss: 0.0311666 | val_loss: 0.0311869 | Time: 2257.54 ms
[2022-03-22 01:45:11 main:574] : INFO : Epoch 1749 | loss: 0.031166 | val_loss: 0.0311857 | Time: 2296.63 ms
[2022-03-22 01:45:14 main:574] : INFO : Epoch 1750 | loss: 0.0311718 | val_loss: 0.0311873 | Time: 2268.56 ms
[2022-03-22 01:45:16 main:574] : INFO : Epoch 1751 | loss: 0.0311728 | val_loss: 0.0311849 | Time: 2287.18 ms
[2022-03-22 01:45:18 main:574] : INFO : Epoch 1752 | loss: 0.0311691 | val_loss: 0.0311838 | Time: 2234.1 ms
[2022-03-22 01:45:20 main:574] : INFO : Epoch 1753 | loss: 0.0311694 | val_loss: 0.0311862 | Time: 2264.61 ms
[2022-03-22 01:45:23 main:574] : INFO : Epoch 1754 | loss: 0.0311685 | val_loss: 0.031186 | Time: 2282.92 ms
[2022-03-22 01:45:25 main:574] : INFO : Epoch 1755 | loss: 0.0311678 | val_loss: 0.0311859 | Time: 2290.32 ms
[2022-03-22 01:45:27 main:574] : INFO : Epoch 1756 | loss: 0.0311687 | val_loss: 0.0311858 | Time: 2283.41 ms
[2022-03-22 01:45:29 main:574] : INFO : Epoch 1757 | loss: 0.0311683 | val_loss: 0.0311826 | Time: 2266.5 ms
[2022-03-22 01:45:32 main:574] : INFO : Epoch 1758 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 2249.24 ms
[2022-03-22 01:45:34 main:574] : INFO : Epoch 1759 | loss: 0.0311662 | val_loss: 0.0311835 | Time: 2226.41 ms
[2022-03-22 01:45:36 main:574] : INFO : Epoch 1760 | loss: 0.0311668 | val_loss: 0.0311833 | Time: 2240.61 ms
[2022-03-22 01:45:38 main:574] : INFO : Epoch 1761 | loss: 0.0311669 | val_loss: 0.031183 | Time: 2289.51 ms
[2022-03-22 01:45:41 main:574] : INFO : Epoch 1762 | loss: 0.0311661 | val_loss: 0.0311843 | Time: 2313.45 ms
[2022-03-22 01:45:43 main:574] : INFO : Epoch 1763 | loss: 0.0311658 | val_loss: 0.0311847 | Time: 2285.99 ms
[2022-03-22 01:45:45 main:574] : INFO : Epoch 1764 | loss: 0.0311682 | val_loss: 0.0311837 | Time: 2285.82 ms
[2022-03-22 01:45:48 main:574] : INFO : Epoch 1765 | loss: 0.0311655 | val_loss: 0.0311848 | Time: 2290.7 ms
[2022-03-22 01:45:50 main:574] : INFO : Epoch 1766 | loss: 0.0311677 | val_loss: 0.0311858 | Time: 2247 ms
[2022-03-22 01:45:52 main:574] : INFO : Epoch 1767 | loss: 0.031166 | val_loss: 0.0311828 | Time: 2329.45 ms
[2022-03-22 01:45:55 main:574] : INFO : Epoch 1768 | loss: 0.0311674 | val_loss: 0.0311842 | Time: 2292.54 ms
[2022-03-22 01:45:57 main:574] : INFO : Epoch 1769 | loss: 0.0311675 | val_loss: 0.031183 | Time: 2233 ms
[2022-03-22 01:45:59 main:574] : INFO : Epoch 1770 | loss: 0.0311666 | val_loss: 0.0311834 | Time: 2327.88 ms
[2022-03-22 01:46:01 main:574] : INFO : Epoch 1771 | loss: 0.0311658 | val_loss: 0.0311829 | Time: 2255.98 ms
[2022-03-22 01:46:04 main:574] : INFO : Epoch 1772 | loss: 0.0311656 | val_loss: 0.0311861 | Time: 2291.28 ms
[2022-03-22 01:46:06 main:574] : INFO : Epoch 1773 | loss: 0.031166 | val_loss: 0.0311811 | Time: 2300.2 ms
[2022-03-22 01:46:08 main:574] : INFO : Epoch 1774 | loss: 0.0311654 | val_loss: 0.0311816 | Time: 2284.23 ms
[2022-03-22 01:46:11 main:574] : INFO : Epoch 1775 | loss: 0.0311654 | val_loss: 0.0311814 | Time: 2212.92 ms
[2022-03-22 01:46:13 main:574] : INFO : Epoch 1776 | loss: 0.0311699 | val_loss: 0.0311888 | Time: 2264.07 ms
[2022-03-22 01:46:15 main:574] : INFO : Epoch 1777 | loss: 0.031168 | val_loss: 0.0311826 | Time: 2238.72 ms
[2022-03-22 01:46:17 main:574] : INFO : Epoch 1778 | loss: 0.0311675 | val_loss: 0.0311845 | Time: 2271.65 ms
[2022-03-22 01:46:20 main:574] : INFO : Epoch 1779 | loss: 0.0311692 | val_loss: 0.031184 | Time: 2308.55 ms
[2022-03-22 01:46:22 main:574] : INFO : Epoch 1780 | loss: 0.0311693 | val_loss: 0.0311822 | Time: 2311.55 ms
[2022-03-22 01:46:24 main:574] : INFO : Epoch 1781 | loss: 0.0311673 | val_loss: 0.0311858 | Time: 2282.87 ms
[2022-03-22 01:46:26 main:574] : INFO : Epoch 1782 | loss: 0.0311667 | val_loss: 0.0311838 | Time: 2253.16 ms
[2022-03-22 01:46:29 main:574] : INFO : Epoch 1783 | loss: 0.031166 | val_loss: 0.0311815 | Time: 2232.78 ms
[2022-03-22 01:46:31 main:574] : INFO : Epoch 1784 | loss: 0.0311671 | val_loss: 0.0311832 | Time: 2252.06 ms
[2022-03-22 01:46:33 main:574] : INFO : Epoch 1785 | loss: 0.0311667 | val_loss: 0.0311828 | Time: 2272.12 ms
[2022-03-22 01:46:36 main:574] : INFO : Epoch 1786 | loss: 0.0311699 | val_loss: 0.0311853 | Time: 2254.99 ms
[2022-03-22 01:46:38 main:574] : INFO : Epoch 1787 | loss: 0.0311669 | val_loss: 0.0311821 | Time: 2288.68 ms
[2022-03-22 01:46:40 main:574] : INFO : Epoch 1788 | loss: 0.0311665 | val_loss: 0.0311823 | Time: 2293.35 ms
[2022-03-22 01:46:42 main:574] : INFO : Epoch 1789 | loss: 0.0311663 | val_loss: 0.0311825 | Time: 2263.66 ms
[2022-03-22 01:46:45 main:574] : INFO : Epoch 1790 | loss: 0.0311659 | val_loss: 0.0311817 | Time: 2276.51 ms
[2022-03-22 01:46:47 main:574] : INFO : Epoch 1791 | loss: 0.031165 | val_loss: 0.0311808 | Time: 2266.85 ms
[2022-03-22 01:46:49 main:574] : INFO : Epoch 1792 | loss: 0.0311652 | val_loss: 0.0311821 | Time: 2267.63 ms
[2022-03-22 01:46:51 main:574] : INFO : Epoch 1793 | loss: 0.031167 | val_loss: 0.0311839 | Time: 2252.8 ms
[2022-03-22 01:46:54 main:574] : INFO : Epoch 1794 | loss: 0.0311672 | val_loss: 0.0311827 | Time: 2240.01 ms
[2022-03-22 01:46:56 main:574] : INFO : Epoch 1795 | loss: 0.0311686 | val_loss: 0.0311825 | Time: 2262.4 ms
[2022-03-22 01:46:58 main:574] : INFO : Epoch 1796 | loss: 0.0311665 | val_loss: 0.0311833 | Time: 2219.33 ms
[2022-03-22 01:47:00 main:574] : INFO : Epoch 1797 | loss: 0.0311676 | val_loss: 0.0311833 | Time: 2281.65 ms
[2022-03-22 01:47:03 main:574] : INFO : Epoch 1798 | loss: 0.0311679 | val_loss: 0.0311866 | Time: 2269.83 ms
[2022-03-22 01:47:05 main:574] : INFO : Epoch 1799 | loss: 0.0311674 | val_loss: 0.0311847 | Time: 2287.16 ms
[2022-03-22 01:47:07 main:574] : INFO : Epoch 1800 | loss: 0.0311683 | val_loss: 0.0311834 | Time: 2323.23 ms
[2022-03-22 01:47:10 main:574] : INFO : Epoch 1801 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 2275.43 ms
[2022-03-22 01:47:12 main:574] : INFO : Epoch 1802 | loss: 0.0311661 | val_loss: 0.0311814 | Time: 2257.18 ms
[2022-03-22 01:47:14 main:574] : INFO : Epoch 1803 | loss: 0.0311671 | val_loss: 0.0311839 | Time: 2297.03 ms
[2022-03-22 01:47:16 main:574] : INFO : Epoch 1804 | loss: 0.0311655 | val_loss: 0.0311849 | Time: 2237.02 ms
[2022-03-22 01:47:19 main:574] : INFO : Epoch 1805 | loss: 0.0311657 | val_loss: 0.0311821 | Time: 2268.62 ms
[2022-03-22 01:47:21 main:574] : INFO : Epoch 1806 | loss: 0.0311674 | val_loss: 0.0311817 | Time: 2258.67 ms
[2022-03-22 01:47:23 main:574] : INFO : Epoch 1807 | loss: 0.031165 | val_loss: 0.0311816 | Time: 2225.23 ms
[2022-03-22 01:47:26 main:574] : INFO : Epoch 1808 | loss: 0.0311662 | val_loss: 0.0311827 | Time: 2248.86 ms
[2022-03-22 01:47:28 main:574] : INFO : Epoch 1809 | loss: 0.0311669 | val_loss: 0.0311821 | Time: 2203.66 ms
[2022-03-22 01:47:30 main:574] : INFO : Epoch 1810 | loss: 0.031166 | val_loss: 0.0311814 | Time: 2244.27 ms
[2022-03-22 01:47:32 main:574] : INFO : Epoch 1811 | loss: 0.031166 | val_loss: 0.0311807 | Time: 2280 ms
[2022-03-22 01:47:35 main:574] : INFO : Epoch 1812 | loss: 0.0311663 | val_loss: 0.0311877 | Time: 2275.86 ms
[2022-03-22 01:47:37 main:574] : INFO : Epoch 1813 | loss: 0.0311662 | val_loss: 0.0311815 | Time: 2300.39 ms
[2022-03-22 01:47:39 main:574] : INFO : Epoch 1814 | loss: 0.0311638 | val_loss: 0.0311815 | Time: 2293.56 ms
[2022-03-22 01:47:41 main:574] : INFO : Epoch 1815 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 2291.81 ms
[2022-03-22 01:47:44 main:574] : INFO : Epoch 1816 | loss: 0.0311669 | val_loss: 0.0311914 | Time: 2252.02 ms
[2022-03-22 01:47:46 main:574] : INFO : Epoch 1817 | loss: 0.0311653 | val_loss: 0.031183 | Time: 2239.63 ms
[2022-03-22 01:47:48 main:574] : INFO : Epoch 1818 | loss: 0.0311643 | val_loss: 0.0311822 | Time: 2318.33 ms
[2022-03-22 01:47:50 main:574] : INFO : Epoch 1819 | loss: 0.0311669 | val_loss: 0.0311826 | Time: 2187.51 ms
[2022-03-22 01:47:53 main:574] : INFO : Epoch 1820 | loss: 0.0311665 | val_loss: 0.0311823 | Time: 2276.72 ms
[2022-03-22 01:47:55 main:574] : INFO : Epoch 1821 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 2286.34 ms
[2022-03-22 01:47:57 main:574] : INFO : Epoch 1822 | loss: 0.031165 | val_loss: 0.0311891 | Time: 2293.19 ms
[2022-03-22 01:48:00 main:574] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.0311845 | Time: 2268.85 ms
[2022-03-22 01:48:02 main:574] : INFO : Epoch 1824 | loss: 0.0311679 | val_loss: 0.0311806 | Time: 2248.99 ms
[2022-03-22 01:48:04 main:574] : INFO : Epoch 1825 | loss: 0.0311665 | val_loss: 0.0311833 | Time: 2266.8 ms
[2022-03-22 01:48:06 main:574] : INFO : Epoch 1826 | loss: 0.0311662 | val_loss: 0.0311809 | Time: 2259.46 ms
[2022-03-22 01:48:09 main:574] : INFO : Epoch 1827 | loss: 0.0311674 | val_loss: 0.0311879 | Time: 2289.49 ms
[2022-03-22 01:48:11 main:574] : INFO : Epoch 1828 | loss: 0.0311693 | val_loss: 0.0311823 | Time: 2257.84 ms
[2022-03-22 01:48:13 main:574] : INFO : Epoch 1829 | loss: 0.031168 | val_loss: 0.0311854 | Time: 2303.64 ms
[2022-03-22 01:48:16 main:574] : INFO : Epoch 1830 | loss: 0.0311675 | val_loss: 0.0311827 | Time: 2249.46 ms
[2022-03-22 01:48:18 main:574] : INFO : Epoch 1831 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 2295.01 ms
[2022-03-22 01:48:20 main:574] : INFO : Epoch 1832 | loss: 0.0311661 | val_loss: 0.031182 | Time: 2252.44 ms
[2022-03-22 01:48:22 main:574] : INFO : Epoch 1833 | loss: 0.0311654 | val_loss: 0.0311822 | Time: 2262.18 ms
[2022-03-22 01:48:25 main:574] : INFO : Epoch 1834 | loss: 0.0311652 | val_loss: 0.0311898 | Time: 2274.27 ms
[2022-03-22 01:48:27 main:574] : INFO : Epoch 1835 | loss: 0.0311645 | val_loss: 0.0311816 | Time: 2274.15 ms
[2022-03-22 01:48:29 main:574] : INFO : Epoch 1836 | loss: 0.0311646 | val_loss: 0.031184 | Time: 2268.1 ms
[2022-03-22 01:48:31 main:574] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.0311888 | Time: 2291.76 ms
[2022-03-22 01:48:34 main:574] : INFO : Epoch 1838 | loss: 0.031164 | val_loss: 0.0311831 | Time: 2284.39 ms
[2022-03-22 01:48:36 main:574] : INFO : Epoch 1839 | loss: 0.031163 | val_loss: 0.0311839 | Time: 2260.67 ms
[2022-03-22 01:48:38 main:574] : INFO : Epoch 1840 | loss: 0.0311613 | val_loss: 0.0311849 | Time: 2257.34 ms
[2022-03-22 01:48:41 main:574] : INFO : Epoch 1841 | loss: 0.0311616 | val_loss: 0.0311827 | Time: 2302.15 ms
[2022-03-22 01:48:43 main:574] : INFO : Epoch 1842 | loss: 0.0311621 | val_loss: 0.0311853 | Time: 2215.95 ms
[2022-03-22 01:48:45 main:574] : INFO : Epoch 1843 | loss: 0.031163 | val_loss: 0.0311843 | Time: 2255.9 ms
[2022-03-22 01:48:47 main:574] : INFO : Epoch 1844 | loss: 0.0311655 | val_loss: 0.0311829 | Time: 2275.14 ms
[2022-03-22 01:48:50 main:574] : INFO : Epoch 1845 | loss: 0.0311639 | val_loss: 0.0311859 | Time: 2291.39 ms
[2022-03-22 01:48:52 main:574] : INFO : Epoch 1846 | loss: 0.0311645 | val_loss: 0.0311882 | Time: 2267.92 ms
[2022-03-22 01:48:54 main:574] : INFO : Epoch 1847 | loss: 0.0311661 | val_loss: 0.0311843 | Time: 2252.14 ms
[2022-03-22 01:48:56 main:574] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.0311847 | Time: 2286.94 ms
[2022-03-22 01:48:59 main:574] : INFO : Epoch 1849 | loss: 0.0311615 | val_loss: 0.0311822 | Time: 2243.1 ms
[2022-03-22 01:49:01 main:574] : INFO : Epoch 1850 | loss: 0.0311649 | val_loss: 0.0311845 | Time: 2256.74 ms
[2022-03-22 01:49:03 main:574] : INFO : Epoch 1851 | loss: 0.0311672 | val_loss: 0.0311891 | Time: 2273.99 ms
[2022-03-22 01:49:06 main:574] : INFO : Epoch 1852 | loss: 0.0311689 | val_loss: 0.0311832 | Time: 2292.52 ms
[2022-03-22 01:49:08 main:574] : INFO : Epoch 1853 | loss: 0.031165 | val_loss: 0.0311834 | Time: 2218.66 ms
[2022-03-22 01:49:10 main:574] : INFO : Epoch 1854 | loss: 0.0311651 | val_loss: 0.0311839 | Time: 2247.63 ms
[2022-03-22 01:49:12 main:574] : INFO : Epoch 1855 | loss: 0.031164 | val_loss: 0.0311828 | Time: 2299.17 ms
[2022-03-22 01:49:15 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311844 | Time: 2243.58 ms
[2022-03-22 01:49:17 main:574] : INFO : Epoch 1857 | loss: 0.0311633 | val_loss: 0.0311849 | Time: 2211.17 ms
[2022-03-22 01:49:19 main:574] : INFO : Epoch 1858 | loss: 0.0311635 | val_loss: 0.0311866 | Time: 2267.08 ms
[2022-03-22 01:49:21 main:574] : INFO : Epoch 1859 | loss: 0.031164 | val_loss: 0.0311849 | Time: 2311.62 ms
[2022-03-22 01:49:24 main:574] : INFO : Epoch 1860 | loss: 0.0311635 | val_loss: 0.0311875 | Time: 2282.95 ms
[2022-03-22 01:49:26 main:574] : INFO : Epoch 1861 | loss: 0.0311676 | val_loss: 0.0311879 | Time: 2272.79 ms
[2022-03-22 01:49:28 main:574] : INFO : Epoch 1862 | loss: 0.0311693 | val_loss: 0.0311928 | Time: 2290.07 ms
[2022-03-22 01:49:31 main:574] : INFO : Epoch 1863 | loss: 0.0311696 | val_loss: 0.0311854 | Time: 2325.75 ms
[2022-03-22 01:49:33 main:574] : INFO : Epoch 1864 | loss: 0.0311701 | val_loss: 0.0311933 | Time: 2254.81 ms
[2022-03-22 01:49:35 main:574] : INFO : Epoch 1865 | loss: 0.031174 | val_loss: 0.0311929 | Time: 2298.25 ms
[2022-03-22 01:49:37 main:574] : INFO : Epoch 1866 | loss: 0.0311718 | val_loss: 0.0311861 | Time: 2301.32 ms
[2022-03-22 01:49:40 main:574] : INFO : Epoch 1867 | loss: 0.0311699 | val_loss: 0.031184 | Time: 2237.8 ms
[2022-03-22 01:49:42 main:574] : INFO : Epoch 1868 | loss: 0.0311679 | val_loss: 0.0311835 | Time: 2202.74 ms
[2022-03-22 01:49:44 main:574] : INFO : Epoch 1869 | loss: 0.0311686 | val_loss: 0.0311837 | Time: 2247.73 ms
[2022-03-22 01:49:46 main:574] : INFO : Epoch 1870 | loss: 0.0311671 | val_loss: 0.0311843 | Time: 2276 ms
[2022-03-22 01:49:49 main:574] : INFO : Epoch 1871 | loss: 0.0311673 | val_loss: 0.0311873 | Time: 2227.37 ms
[2022-03-22 01:49:51 main:574] : INFO : Epoch 1872 | loss: 0.0311659 | val_loss: 0.0311856 | Time: 2285.52 ms
[2022-03-22 01:49:53 main:574] : INFO : Epoch 1873 | loss: 0.031167 | val_loss: 0.0311839 | Time: 2318.28 ms
[2022-03-22 01:49:56 main:574] : INFO : Epoch 1874 | loss: 0.0311674 | val_loss: 0.031183 | Time: 2279.01 ms
[2022-03-22 01:49:58 main:574] : INFO : Epoch 1875 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 2291.46 ms
[2022-03-22 01:50:00 main:574] : INFO : Epoch 1876 | loss: 0.0311658 | val_loss: 0.0311815 | Time: 2249.77 ms
[2022-03-22 01:50:02 main:574] : INFO : Epoch 1877 | loss: 0.0311657 | val_loss: 0.0311805 | Time: 2255.82 ms
[2022-03-22 01:50:05 main:574] : INFO : Epoch 1878 | loss: 0.0311643 | val_loss: 0.0311856 | Time: 2270.06 ms
[2022-03-22 01:50:07 main:574] : INFO : Epoch 1879 | loss: 0.0311667 | val_loss: 0.0311824 | Time: 2255.73 ms
[2022-03-22 01:50:09 main:574] : INFO : Epoch 1880 | loss: 0.0311653 | val_loss: 0.0311795 | Time: 2225.2 ms
[2022-03-22 01:50:11 main:574] : INFO : Epoch 1881 | loss: 0.0311631 | val_loss: 0.0311823 | Time: 2271.66 ms
[2022-03-22 01:50:14 main:574] : INFO : Epoch 1882 | loss: 0.0311637 | val_loss: 0.0311806 | Time: 2307.8 ms
[2022-03-22 01:50:16 main:574] : INFO : Epoch 1883 | loss: 0.0311672 | val_loss: 0.0311811 | Time: 2245.36 ms
[2022-03-22 01:50:18 main:574] : INFO : Epoch 1884 | loss: 0.0311639 | val_loss: 0.0311822 | Time: 2224.74 ms
[2022-03-22 01:50:21 main:574] : INFO : Epoch 1885 | loss: 0.0311626 | val_loss: 0.0311846 | Time: 2263.3 ms
[2022-03-22 01:50:23 main:574] : INFO : Epoch 1886 | loss: 0.0311645 | val_loss: 0.0311822 | Time: 2235.91 ms
[2022-03-22 01:50:25 main:574] : INFO : Epoch 1887 | loss: 0.0311632 | val_loss: 0.031183 | Time: 2275.62 ms
[2022-03-22 01:50:27 main:574] : INFO : Epoch 1888 | loss: 0.031163 | val_loss: 0.031183 | Time: 2288.65 ms
[2022-03-22 01:50:30 main:574] : INFO : Epoch 1889 | loss: 0.0311625 | val_loss: 0.0311866 | Time: 2312.35 ms
[2022-03-22 01:50:32 main:574] : INFO : Epoch 1890 | loss: 0.0311651 | val_loss: 0.0311832 | Time: 2289.36 ms
[2022-03-22 01:50:34 main:574] : INFO : Epoch 1891 | loss: 0.0311628 | val_loss: 0.0311836 | Time: 2250.1 ms
[2022-03-22 01:50:36 main:574] : INFO : Epoch 1892 | loss: 0.0311641 | val_loss: 0.0311826 | Time: 2263 ms
[2022-03-22 01:50:39 main:574] : INFO : Epoch 1893 | loss: 0.0311664 | val_loss: 0.0311863 | Time: 2279.69 ms
[2022-03-22 01:50:41 main:574] : INFO : Epoch 1894 | loss: 0.0311672 | val_loss: 0.0311834 | Time: 2313.01 ms
[2022-03-22 01:50:43 main:574] : INFO : Epoch 1895 | loss: 0.0311661 | val_loss: 0.0311878 | Time: 2334.91 ms
[2022-03-22 01:50:46 main:574] : INFO : Epoch 1896 | loss: 0.0311683 | val_loss: 0.0311889 | Time: 2281.86 ms
[2022-03-22 01:50:48 main:574] : INFO : Epoch 1897 | loss: 0.0311682 | val_loss: 0.0311862 | Time: 2224.73 ms
[2022-03-22 01:50:50 main:574] : INFO : Epoch 1898 | loss: 0.031168 | val_loss: 0.0311874 | Time: 2293.08 ms
[2022-03-22 01:50:53 main:574] : INFO : Epoch 1899 | loss: 0.031164 | val_loss: 0.031188 | Time: 2293.34 ms
[2022-03-22 01:50:55 main:574] : INFO : Epoch 1900 | loss: 0.0311655 | val_loss: 0.0311868 | Time: 2261.76 ms
[2022-03-22 01:50:57 main:574] : INFO : Epoch 1901 | loss: 0.0311645 | val_loss: 0.0311849 | Time: 2251.57 ms
[2022-03-22 01:50:59 main:574] : INFO : Epoch 1902 | loss: 0.0311676 | val_loss: 0.0311834 | Time: 2261.64 ms
[2022-03-22 01:51:02 main:574] : INFO : Epoch 1903 | loss: 0.0311669 | val_loss: 0.0311887 | Time: 2236.75 ms
[2022-03-22 01:51:04 main:574] : INFO : Epoch 1904 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 2263.38 ms
[2022-03-22 01:51:06 main:574] : INFO : Epoch 1905 | loss: 0.0311655 | val_loss: 0.031181 | Time: 2233.67 ms
[2022-03-22 01:51:08 main:574] : INFO : Epoch 1906 | loss: 0.0311662 | val_loss: 0.0311826 | Time: 2245.7 ms
[2022-03-22 01:51:11 main:574] : INFO : Epoch 1907 | loss: 0.031164 | val_loss: 0.031184 | Time: 2219.92 ms
[2022-03-22 01:51:13 main:574] : INFO : Epoch 1908 | loss: 0.0311636 | val_loss: 0.0311834 | Time: 2245.91 ms
[2022-03-22 01:51:15 main:574] : INFO : Epoch 1909 | loss: 0.0311647 | val_loss: 0.0311898 | Time: 2227.43 ms
[2022-03-22 01:51:17 main:574] : INFO : Epoch 1910 | loss: 0.0311637 | val_loss: 0.0311824 | Time: 2314.25 ms
[2022-03-22 01:51:20 main:574] : INFO : Epoch 1911 | loss: 0.0311639 | val_loss: 0.0311846 | Time: 2239.13 ms
[2022-03-22 01:51:22 main:574] : INFO : Epoch 1912 | loss: 0.0311625 | val_loss: 0.0311837 | Time: 2271.26 ms
[2022-03-22 01:51:24 main:574] : INFO : Epoch 1913 | loss: 0.0311624 | val_loss: 0.0311833 | Time: 2304.53 ms
[2022-03-22 01:51:26 main:574] : INFO : Epoch 1914 | loss: 0.0311653 | val_loss: 0.0311847 | Time: 2226.17 ms
[2022-03-22 01:51:29 main:574] : INFO : Epoch 1915 | loss: 0.0311665 | val_loss: 0.0311875 | Time: 2249.96 ms
[2022-03-22 01:51:31 main:574] : INFO : Epoch 1916 | loss: 0.0311678 | val_loss: 0.0311835 | Time: 2277.04 ms
[2022-03-22 01:51:33 main:574] : INFO : Epoch 1917 | loss: 0.0311634 | val_loss: 0.0311829 | Time: 2264.09 ms
[2022-03-22 01:51:35 main:574] : INFO : Epoch 1918 | loss: 0.0311639 | val_loss: 0.0311816 | Time: 2249.11 ms
[2022-03-22 01:51:38 main:574] : INFO : Epoch 1919 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 2261.47 ms
[2022-03-22 01:51:40 main:574] : INFO : Epoch 1920 | loss: 0.0311638 | val_loss: 0.0311815 | Time: 2245.44 ms
[2022-03-22 01:51:42 main:574] : INFO : Epoch 1921 | loss: 0.0311631 | val_loss: 0.0311852 | Time: 2200.9 ms
[2022-03-22 01:51:44 main:574] : INFO : Epoch 1922 | loss: 0.0311626 | val_loss: 0.0311824 | Time: 2222.4 ms
[2022-03-22 01:51:47 main:574] : INFO : Epoch 1923 | loss: 0.0311611 | val_loss: 0.0311815 | Time: 2249.28 ms
[2022-03-22 01:51:49 main:574] : INFO : Epoch 1924 | loss: 0.0311607 | val_loss: 0.0311826 | Time: 2250.11 ms
[2022-03-22 01:51:51 main:574] : INFO : Epoch 1925 | loss: 0.0311628 | val_loss: 0.0311831 | Time: 2243.58 ms
[2022-03-22 01:51:53 main:574] : INFO : Epoch 1926 | loss: 0.0311653 | val_loss: 0.0311858 | Time: 2228.66 ms
[2022-03-22 01:51:56 main:574] : INFO : Epoch 1927 | loss: 0.0311644 | val_loss: 0.0311863 | Time: 2262.5 ms
[2022-03-22 01:51:58 main:574] : INFO : Epoch 1928 | loss: 0.0311639 | val_loss: 0.031185 | Time: 2240.4 ms
[2022-03-22 01:52:00 main:574] : INFO : Epoch 1929 | loss: 0.031164 | val_loss: 0.0311833 | Time: 2293.47 ms
[2022-03-22 01:52:03 main:574] : INFO : Epoch 1930 | loss: 0.0311627 | val_loss: 0.0311837 | Time: 2267.7 ms
[2022-03-22 01:52:05 main:574] : INFO : Epoch 1931 | loss: 0.0311633 | val_loss: 0.0311829 | Time: 2279.23 ms
[2022-03-22 01:52:07 main:574] : INFO : Epoch 1932 | loss: 0.0311654 | val_loss: 0.0311823 | Time: 2243.57 ms
[2022-03-22 01:52:09 main:574] : INFO : Epoch 1933 | loss: 0.0311681 | val_loss: 0.0311867 | Time: 2238.31 ms
[2022-03-22 01:52:12 main:574] : INFO : Epoch 1934 | loss: 0.0311663 | val_loss: 0.0311876 | Time: 2281.29 ms
[2022-03-22 01:52:14 main:574] : INFO : Epoch 1935 | loss: 0.031167 | val_loss: 0.0311901 | Time: 2289.89 ms
[2022-03-22 01:52:16 main:574] : INFO : Epoch 1936 | loss: 0.03117 | val_loss: 0.0311875 | Time: 2250.38 ms
[2022-03-22 01:52:18 main:574] : INFO : Epoch 1937 | loss: 0.031172 | val_loss: 0.0311893 | Time: 2251.77 ms
[2022-03-22 01:52:21 main:574] : INFO : Epoch 1938 | loss: 0.031173 | val_loss: 0.0311869 | Time: 2227.26 ms
[2022-03-22 01:52:23 main:574] : INFO : Epoch 1939 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 2279.63 ms
[2022-03-22 01:52:25 main:574] : INFO : Epoch 1940 | loss: 0.0311698 | val_loss: 0.0311872 | Time: 2245.22 ms
[2022-03-22 01:52:27 main:574] : INFO : Epoch 1941 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 2261.07 ms
[2022-03-22 01:52:30 main:574] : INFO : Epoch 1942 | loss: 0.0311691 | val_loss: 0.031182 | Time: 2265.19 ms
[2022-03-22 01:52:32 main:574] : INFO : Epoch 1943 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 2230.88 ms
[2022-03-22 01:52:34 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311856 | Time: 2282.26 ms
[2022-03-22 01:52:36 main:574] : INFO : Epoch 1945 | loss: 0.0311695 | val_loss: 0.0311828 | Time: 2286.59 ms
[2022-03-22 01:52:39 main:574] : INFO : Epoch 1946 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 2232.07 ms
[2022-03-22 01:52:41 main:574] : INFO : Epoch 1947 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 2241.72 ms
[2022-03-22 01:52:43 main:574] : INFO : Epoch 1948 | loss: 0.0311728 | val_loss: 0.0311872 | Time: 2286.26 ms
[2022-03-22 01:52:46 main:574] : INFO : Epoch 1949 | loss: 0.0311725 | val_loss: 0.0311848 | Time: 2281.41 ms
[2022-03-22 01:52:48 main:574] : INFO : Epoch 1950 | loss: 0.0311701 | val_loss: 0.0311847 | Time: 2310.77 ms
[2022-03-22 01:52:50 main:574] : INFO : Epoch 1951 | loss: 0.0311709 | val_loss: 0.0311853 | Time: 2263.59 ms
[2022-03-22 01:52:52 main:574] : INFO : Epoch 1952 | loss: 0.0311701 | val_loss: 0.0311833 | Time: 2228.7 ms
[2022-03-22 01:52:55 main:574] : INFO : Epoch 1953 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 2236.65 ms
[2022-03-22 01:52:57 main:574] : INFO : Epoch 1954 | loss: 0.0311681 | val_loss: 0.0311846 | Time: 2298.85 ms
[2022-03-22 01:52:59 main:574] : INFO : Epoch 1955 | loss: 0.0311725 | val_loss: 0.0311862 | Time: 2277.42 ms
[2022-03-22 01:53:02 main:574] : INFO : Epoch 1956 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 2301.51 ms
[2022-03-22 01:53:04 main:574] : INFO : Epoch 1957 | loss: 0.0311755 | val_loss: 0.0311855 | Time: 2309.34 ms
[2022-03-22 01:53:06 main:574] : INFO : Epoch 1958 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 2259.83 ms
[2022-03-22 01:53:08 main:574] : INFO : Epoch 1959 | loss: 0.031173 | val_loss: 0.0311843 | Time: 2278.43 ms
[2022-03-22 01:53:11 main:574] : INFO : Epoch 1960 | loss: 0.0311715 | val_loss: 0.0311861 | Time: 2247.53 ms
[2022-03-22 01:53:13 main:574] : INFO : Epoch 1961 | loss: 0.0311723 | val_loss: 0.0311895 | Time: 2280.06 ms
[2022-03-22 01:53:15 main:574] : INFO : Epoch 1962 | loss: 0.0311757 | val_loss: 0.031186 | Time: 2297.61 ms
[2022-03-22 01:53:18 main:574] : INFO : Epoch 1963 | loss: 0.0311755 | val_loss: 0.0311835 | Time: 2349.24 ms
[2022-03-22 01:53:20 main:574] : INFO : Epoch 1964 | loss: 0.0311718 | val_loss: 0.0311828 | Time: 2271.44 ms
[2022-03-22 01:53:22 main:574] : INFO : Epoch 1965 | loss: 0.031172 | val_loss: 0.031188 | Time: 2244.76 ms
[2022-03-22 01:53:24 main:574] : INFO : Epoch 1966 | loss: 0.0311772 | val_loss: 0.0311907 | Time: 2248.82 ms
[2022-03-22 01:53:27 main:574] : INFO : Epoch 1967 | loss: 0.0311793 | val_loss: 0.0311879 | Time: 2304.16 ms
[2022-03-22 01:53:29 main:574] : INFO : Epoch 1968 | loss: 0.0311786 | val_loss: 0.0311894 | Time: 2310.09 ms
[2022-03-22 01:53:31 main:574] : INFO : Epoch 1969 | loss: 0.031174 | val_loss: 0.0311867 | Time: 2248.15 ms
[2022-03-22 01:53:34 main:574] : INFO : Epoch 1970 | loss: 0.0311729 | val_loss: 0.0311863 | Time: 2302.68 ms
[2022-03-22 01:53:36 main:574] : INFO : Epoch 1971 | loss: 0.0311737 | val_loss: 0.0311863 | Time: 2288.76 ms
[2022-03-22 01:53:38 main:574] : INFO : Epoch 1972 | loss: 0.0311718 | val_loss: 0.031187 | Time: 2300.29 ms
[2022-03-22 01:53:40 main:574] : INFO : Epoch 1973 | loss: 0.0311707 | val_loss: 0.0311849 | Time: 2306.88 ms
[2022-03-22 01:53:43 main:574] : INFO : Epoch 1974 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 2290.73 ms
[2022-03-22 01:53:45 main:574] : INFO : Epoch 1975 | loss: 0.031173 | val_loss: 0.0311834 | Time: 2271.01 ms
[2022-03-22 01:53:47 main:574] : INFO : Epoch 1976 | loss: 0.0311708 | val_loss: 0.0311826 | Time: 2291.93 ms
[2022-03-22 01:53:50 main:574] : INFO : Epoch 1977 | loss: 0.0311702 | val_loss: 0.0311854 | Time: 2270.59 ms
[2022-03-22 01:53:52 main:574] : INFO : Epoch 1978 | loss: 0.0311703 | val_loss: 0.031181 | Time: 2314.59 ms
[2022-03-22 01:53:54 main:574] : INFO : Epoch 1979 | loss: 0.0311678 | val_loss: 0.0311843 | Time: 2256.8 ms
[2022-03-22 01:53:56 main:574] : INFO : Epoch 1980 | loss: 0.0311682 | val_loss: 0.031182 | Time: 2283.3 ms
[2022-03-22 01:53:59 main:574] : INFO : Epoch 1981 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 2243.35 ms
[2022-03-22 01:54:01 main:574] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 2265.79 ms
[2022-03-22 01:54:03 main:574] : INFO : Epoch 1983 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 2297.47 ms
[2022-03-22 01:54:06 main:574] : INFO : Epoch 1984 | loss: 0.0311678 | val_loss: 0.0311828 | Time: 2241.52 ms
[2022-03-22 01:54:08 main:574] : INFO : Epoch 1985 | loss: 0.0311674 | val_loss: 0.0311791 | Time: 2260.82 ms
[2022-03-22 01:54:10 main:574] : INFO : Epoch 1986 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 2282.16 ms
[2022-03-22 01:54:12 main:574] : INFO : Epoch 1987 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 2241.78 ms
[2022-03-22 01:54:15 main:574] : INFO : Epoch 1988 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 2254.99 ms
[2022-03-22 01:54:17 main:574] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311891 | Time: 2262.71 ms
[2022-03-22 01:54:19 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 2256.67 ms
[2022-03-22 01:54:21 main:574] : INFO : Epoch 1991 | loss: 0.0311691 | val_loss: 0.0311831 | Time: 2288.88 ms
[2022-03-22 01:54:24 main:574] : INFO : Epoch 1992 | loss: 0.0311674 | val_loss: 0.031181 | Time: 2252.85 ms
[2022-03-22 01:54:26 main:574] : INFO : Epoch 1993 | loss: 0.0311667 | val_loss: 0.0311809 | Time: 2317.36 ms
[2022-03-22 01:54:28 main:574] : INFO : Epoch 1994 | loss: 0.0311678 | val_loss: 0.0311828 | Time: 2316.28 ms
[2022-03-22 01:54:31 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311805 | Time: 2319.98 ms
[2022-03-22 01:54:33 main:574] : INFO : Epoch 1996 | loss: 0.0311654 | val_loss: 0.031185 | Time: 2322.09 ms
[2022-03-22 01:54:35 main:574] : INFO : Epoch 1997 | loss: 0.0311659 | val_loss: 0.031181 | Time: 2252.7 ms
[2022-03-22 01:54:38 main:574] : INFO : Epoch 1998 | loss: 0.0311663 | val_loss: 0.0311834 | Time: 2269.19 ms
[2022-03-22 01:54:40 main:574] : INFO : Epoch 1999 | loss: 0.0311663 | val_loss: 0.0311813 | Time: 2289.16 ms
[2022-03-22 01:54:42 main:574] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311819 | Time: 2243.15 ms
[2022-03-22 01:54:44 main:574] : INFO : Epoch 2001 | loss: 0.0311672 | val_loss: 0.031182 | Time: 2281.7 ms
[2022-03-22 01:54:47 main:574] : INFO : Epoch 2002 | loss: 0.0311739 | val_loss: 0.031194 | Time: 2281.47 ms
[2022-03-22 01:54:49 main:574] : INFO : Epoch 2003 | loss: 0.0311824 | val_loss: 0.0311919 | Time: 2270.92 ms
[2022-03-22 01:54:51 main:574] : INFO : Epoch 2004 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 2276.12 ms
[2022-03-22 01:54:53 main:574] : INFO : Epoch 2005 | loss: 0.0311771 | val_loss: 0.0311874 | Time: 2248.1 ms
[2022-03-22 01:54:56 main:574] : INFO : Epoch 2006 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 2284.75 ms
[2022-03-22 01:54:58 main:574] : INFO : Epoch 2007 | loss: 0.0311775 | val_loss: 0.0311867 | Time: 2303.94 ms
[2022-03-22 01:55:00 main:574] : INFO : Epoch 2008 | loss: 0.0311758 | val_loss: 0.031192 | Time: 2263.86 ms
[2022-03-22 01:55:03 main:574] : INFO : Epoch 2009 | loss: 0.0311857 | val_loss: 0.0311979 | Time: 2253.73 ms
[2022-03-22 01:55:05 main:574] : INFO : Epoch 2010 | loss: 0.0311827 | val_loss: 0.0311962 | Time: 2295.51 ms
[2022-03-22 01:55:07 main:574] : INFO : Epoch 2011 | loss: 0.0311823 | val_loss: 0.0311902 | Time: 2263.98 ms
[2022-03-22 01:55:09 main:574] : INFO : Epoch 2012 | loss: 0.0311797 | val_loss: 0.0311906 | Time: 2295.46 ms
[2022-03-22 01:55:12 main:574] : INFO : Epoch 2013 | loss: 0.0311771 | val_loss: 0.0311897 | Time: 2264.82 ms
[2022-03-22 01:55:14 main:574] : INFO : Epoch 2014 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 2268.07 ms
[2022-03-22 01:55:16 main:574] : INFO : Epoch 2015 | loss: 0.0311778 | val_loss: 0.0311891 | Time: 2287.16 ms
[2022-03-22 01:55:19 main:574] : INFO : Epoch 2016 | loss: 0.0311787 | val_loss: 0.0311895 | Time: 2234.84 ms
[2022-03-22 01:55:21 main:574] : INFO : Epoch 2017 | loss: 0.0311786 | val_loss: 0.0311889 | Time: 2281.84 ms
[2022-03-22 01:55:23 main:574] : INFO : Epoch 2018 | loss: 0.0311771 | val_loss: 0.0311911 | Time: 2263.78 ms
[2022-03-22 01:55:25 main:574] : INFO : Epoch 2019 | loss: 0.0311757 | val_loss: 0.0311882 | Time: 2286.66 ms
[2022-03-22 01:55:28 main:574] : INFO : Epoch 2020 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 2252.69 ms
[2022-03-22 01:55:30 main:574] : INFO : Epoch 2021 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2269.48 ms
[2022-03-22 01:55:32 main:574] : INFO : Epoch 2022 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 2274.47 ms
[2022-03-22 01:55:34 main:574] : INFO : Epoch 2023 | loss: 0.0311724 | val_loss: 0.0311857 | Time: 2275.56 ms
[2022-03-22 01:55:37 main:574] : INFO : Epoch 2024 | loss: 0.0311704 | val_loss: 0.0311874 | Time: 2272.77 ms
[2022-03-22 01:55:39 main:574] : INFO : Epoch 2025 | loss: 0.0311719 | val_loss: 0.0311849 | Time: 2226.29 ms
[2022-03-22 01:55:41 main:574] : INFO : Epoch 2026 | loss: 0.0311712 | val_loss: 0.0311862 | Time: 2339.45 ms
[2022-03-22 01:55:44 main:574] : INFO : Epoch 2027 | loss: 0.0311704 | val_loss: 0.0311856 | Time: 2251.02 ms
[2022-03-22 01:55:46 main:574] : INFO : Epoch 2028 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 2312.13 ms
[2022-03-22 01:55:48 main:574] : INFO : Epoch 2029 | loss: 0.0311709 | val_loss: 0.0311849 | Time: 2266.34 ms
[2022-03-22 01:55:50 main:574] : INFO : Epoch 2030 | loss: 0.0311714 | val_loss: 0.0311837 | Time: 2306.3 ms
[2022-03-22 01:55:53 main:574] : INFO : Epoch 2031 | loss: 0.0311698 | val_loss: 0.0311844 | Time: 2278.37 ms
[2022-03-22 01:55:55 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.0311841 | Time: 2297.07 ms
[2022-03-22 01:55:57 main:574] : INFO : Epoch 2033 | loss: 0.0311684 | val_loss: 0.0311849 | Time: 2301.8 ms
[2022-03-22 01:56:00 main:574] : INFO : Epoch 2034 | loss: 0.0311698 | val_loss: 0.0311839 | Time: 2293.23 ms
[2022-03-22 01:56:02 main:574] : INFO : Epoch 2035 | loss: 0.0311715 | val_loss: 0.0311844 | Time: 2323.39 ms
[2022-03-22 01:56:04 main:574] : INFO : Epoch 2036 | loss: 0.03117 | val_loss: 0.0311863 | Time: 2288.67 ms
[2022-03-22 01:56:07 main:574] : INFO : Epoch 2037 | loss: 0.0311693 | val_loss: 0.0311847 | Time: 2283.43 ms
[2022-03-22 01:56:09 main:574] : INFO : Epoch 2038 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 2281.38 ms
[2022-03-22 01:56:11 main:574] : INFO : Epoch 2039 | loss: 0.0311699 | val_loss: 0.0311857 | Time: 2257.74 ms
[2022-03-22 01:56:13 main:574] : INFO : Epoch 2040 | loss: 0.0311705 | val_loss: 0.0311866 | Time: 2249.28 ms
[2022-03-22 01:56:16 main:574] : INFO : Epoch 2041 | loss: 0.0311712 | val_loss: 0.031184 | Time: 2273.96 ms
[2022-03-22 01:56:18 main:574] : INFO : Epoch 2042 | loss: 0.0311685 | val_loss: 0.0311862 | Time: 2281.89 ms
[2022-03-22 01:56:20 main:574] : INFO : Epoch 2043 | loss: 0.0311685 | val_loss: 0.0311838 | Time: 2217.84 ms
[2022-03-22 01:56:22 main:574] : INFO : Epoch 2044 | loss: 0.0311685 | val_loss: 0.0311902 | Time: 2260.43 ms
[2022-03-22 01:56:25 main:574] : INFO : Epoch 2045 | loss: 0.0311691 | val_loss: 0.0311884 | Time: 2243.88 ms
[2022-03-22 01:56:27 main:574] : INFO : Epoch 2046 | loss: 0.0311698 | val_loss: 0.0311872 | Time: 2303.06 ms
[2022-03-22 01:56:29 main:574] : INFO : Epoch 2047 | loss: 0.0311714 | val_loss: 0.0311855 | Time: 2222.25 ms
[2022-03-22 01:56:31 main:574] : INFO : Epoch 2048 | loss: 0.0311708 | val_loss: 0.0311895 | Time: 2232.92 ms
[2022-03-22 01:56:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311895
[2022-03-22 01:56:31 main:603] : INFO : Saving end state to config to file
[2022-03-22 01:56:31 main:608] : INFO : Success, exiting..
01:56:31 (20380): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)