Task 14375767
| Name | ParityModified-1647046293-25216-3-0_0 |
| Workunit | 11421893 |
| Created | 5 Apr 2022, 6:42:10 UTC |
| Sent | 10 Apr 2022, 12:01:32 UTC |
| Report deadline | 18 Apr 2022, 12:01:32 UTC |
| Received | 10 Apr 2022, 16:11:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 17 min 51 sec |
| CPU time | 1 hours 4 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0311722 | val_loss: 0.0311732 | Time: 2239.1 ms
[2022-04-10 08:51:55 main:574] : INFO : Epoch 1543 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 2226.96 ms
[2022-04-10 08:51:58 main:574] : INFO : Epoch 1544 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2239.96 ms
[2022-04-10 08:52:00 main:574] : INFO : Epoch 1545 | loss: 0.0311729 | val_loss: 0.0311725 | Time: 2220.47 ms
[2022-04-10 08:52:02 main:574] : INFO : Epoch 1546 | loss: 0.0311742 | val_loss: 0.0311726 | Time: 2211.04 ms
[2022-04-10 08:52:04 main:574] : INFO : Epoch 1547 | loss: 0.0311723 | val_loss: 0.0311717 | Time: 2220.07 ms
[2022-04-10 08:52:07 main:574] : INFO : Epoch 1548 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 2216.26 ms
[2022-04-10 08:52:09 main:574] : INFO : Epoch 1549 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 2255.17 ms
[2022-04-10 08:52:11 main:574] : INFO : Epoch 1550 | loss: 0.0311706 | val_loss: 0.0311718 | Time: 2205.38 ms
[2022-04-10 08:52:13 main:574] : INFO : Epoch 1551 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 2315.29 ms
[2022-04-10 08:52:16 main:574] : INFO : Epoch 1552 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 2290.38 ms
[2022-04-10 08:52:18 main:574] : INFO : Epoch 1553 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 2210.36 ms
[2022-04-10 08:52:20 main:574] : INFO : Epoch 1554 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 2251.76 ms
[2022-04-10 08:52:23 main:574] : INFO : Epoch 1555 | loss: 0.0311707 | val_loss: 0.0311721 | Time: 2327.71 ms
[2022-04-10 08:52:25 main:574] : INFO : Epoch 1556 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 2254.48 ms
[2022-04-10 08:52:27 main:574] : INFO : Epoch 1557 | loss: 0.0311703 | val_loss: 0.0311707 | Time: 2204.22 ms
[2022-04-10 08:52:29 main:574] : INFO : Epoch 1558 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 2307.34 ms
[2022-04-10 08:52:32 main:574] : INFO : Epoch 1559 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2256.41 ms
[2022-04-10 08:52:34 main:574] : INFO : Epoch 1560 | loss: 0.0311691 | val_loss: 0.031172 | Time: 2183.93 ms
[2022-04-10 08:52:36 main:574] : INFO : Epoch 1561 | loss: 0.0311684 | val_loss: 0.0311704 | Time: 2261.71 ms
[2022-04-10 08:52:38 main:574] : INFO : Epoch 1562 | loss: 0.0311691 | val_loss: 0.031171 | Time: 2260.41 ms
[2022-04-10 08:52:41 main:574] : INFO : Epoch 1563 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 2210.91 ms
[2022-04-10 08:52:43 main:574] : INFO : Epoch 1564 | loss: 0.0311698 | val_loss: 0.031171 | Time: 2253.44 ms
[2022-04-10 08:52:45 main:574] : INFO : Epoch 1565 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 2250.04 ms
[2022-04-10 08:52:47 main:574] : INFO : Epoch 1566 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 2242.68 ms
[2022-04-10 08:52:50 main:574] : INFO : Epoch 1567 | loss: 0.0311699 | val_loss: 0.0311718 | Time: 2211.7 ms
[2022-04-10 08:52:52 main:574] : INFO : Epoch 1568 | loss: 0.0311692 | val_loss: 0.0311721 | Time: 2239.2 ms
[2022-04-10 08:52:54 main:574] : INFO : Epoch 1569 | loss: 0.0311697 | val_loss: 0.0311805 | Time: 2247.09 ms
[2022-04-10 08:52:56 main:574] : INFO : Epoch 1570 | loss: 0.0311709 | val_loss: 0.0311725 | Time: 2237.13 ms
[2022-04-10 08:52:59 main:574] : INFO : Epoch 1571 | loss: 0.0311696 | val_loss: 0.0311723 | Time: 2250.35 ms
[2022-04-10 08:53:01 main:574] : INFO : Epoch 1572 | loss: 0.0311683 | val_loss: 0.0311731 | Time: 2205.13 ms
[2022-04-10 08:53:03 main:574] : INFO : Epoch 1573 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2216.41 ms
[2022-04-10 08:53:05 main:574] : INFO : Epoch 1574 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 2260.32 ms
[2022-04-10 08:53:07 main:574] : INFO : Epoch 1575 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 2222.87 ms
[2022-04-10 08:53:10 main:574] : INFO : Epoch 1576 | loss: 0.0311714 | val_loss: 0.031171 | Time: 2247.49 ms
[2022-04-10 08:53:12 main:574] : INFO : Epoch 1577 | loss: 0.031171 | val_loss: 0.0311727 | Time: 2234.13 ms
[2022-04-10 08:53:14 main:574] : INFO : Epoch 1578 | loss: 0.03117 | val_loss: 0.0311744 | Time: 2237.4 ms
[2022-04-10 08:53:17 main:574] : INFO : Epoch 1579 | loss: 0.0311709 | val_loss: 0.031174 | Time: 2242.3 ms
[2022-04-10 08:53:19 main:574] : INFO : Epoch 1580 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 2299.45 ms
[2022-04-10 08:53:21 main:574] : INFO : Epoch 1581 | loss: 0.031169 | val_loss: 0.0311747 | Time: 2222.4 ms
[2022-04-10 08:53:23 main:574] : INFO : Epoch 1582 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 2225.51 ms
[2022-04-10 08:53:26 main:574] : INFO : Epoch 1583 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 2228.6 ms
[2022-04-10 08:53:28 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 2280.22 ms
[2022-04-10 08:53:30 main:574] : INFO : Epoch 1585 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 2258.33 ms
[2022-04-10 08:53:32 main:574] : INFO : Epoch 1586 | loss: 0.0311694 | val_loss: 0.031177 | Time: 2260.49 ms
[2022-04-10 08:53:35 main:574] : INFO : Epoch 1587 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 2247.65 ms
[2022-04-10 08:53:37 main:574] : INFO : Epoch 1588 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 2205.83 ms
[2022-04-10 08:53:39 main:574] : INFO : Epoch 1589 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 2237.07 ms
[2022-04-10 08:53:41 main:574] : INFO : Epoch 1590 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 2239.55 ms
[2022-04-10 08:53:44 main:574] : INFO : Epoch 1591 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 2234.64 ms
[2022-04-10 08:53:46 main:574] : INFO : Epoch 1592 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 2242.86 ms
[2022-04-10 08:53:48 main:574] : INFO : Epoch 1593 | loss: 0.031171 | val_loss: 0.0311757 | Time: 2291.3 ms
[2022-04-10 08:53:50 main:574] : INFO : Epoch 1594 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2222.9 ms
[2022-04-10 08:53:53 main:574] : INFO : Epoch 1595 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 2245.4 ms
[2022-04-10 08:53:55 main:574] : INFO : Epoch 1596 | loss: 0.0311722 | val_loss: 0.0311739 | Time: 2223.47 ms
[2022-04-10 08:53:57 main:574] : INFO : Epoch 1597 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 2219.64 ms
[2022-04-10 08:53:59 main:574] : INFO : Epoch 1598 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 2276.21 ms
[2022-04-10 08:54:02 main:574] : INFO : Epoch 1599 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 2270.78 ms
[2022-04-10 08:54:04 main:574] : INFO : Epoch 1600 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 2244.37 ms
[2022-04-10 08:54:06 main:574] : INFO : Epoch 1601 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 2223.02 ms
[2022-04-10 08:54:08 main:574] : INFO : Epoch 1602 | loss: 0.0311733 | val_loss: 0.0311749 | Time: 2290.17 ms
[2022-04-10 08:54:11 main:574] : INFO : Epoch 1603 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 2227.16 ms
[2022-04-10 08:54:13 main:574] : INFO : Epoch 1604 | loss: 0.0311729 | val_loss: 0.0311742 | Time: 2205.49 ms
[2022-04-10 08:54:15 main:574] : INFO : Epoch 1605 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 2212.73 ms
[2022-04-10 08:54:17 main:574] : INFO : Epoch 1606 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 2234.76 ms
[2022-04-10 08:54:20 main:574] : INFO : Epoch 1607 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 2210.1 ms
[2022-04-10 08:54:22 main:574] : INFO : Epoch 1608 | loss: 0.0311752 | val_loss: 0.031175 | Time: 2248.54 ms
[2022-04-10 08:54:24 main:574] : INFO : Epoch 1609 | loss: 0.0311728 | val_loss: 0.0311758 | Time: 2253.28 ms
[2022-04-10 08:54:26 main:574] : INFO : Epoch 1610 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 2222.04 ms
[2022-04-10 08:54:29 main:574] : INFO : Epoch 1611 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 2265.53 ms
[2022-04-10 08:54:31 main:574] : INFO : Epoch 1612 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 2256.63 ms
[2022-04-10 08:54:33 main:574] : INFO : Epoch 1613 | loss: 0.0311714 | val_loss: 0.031174 | Time: 2284.28 ms
[2022-04-10 08:54:35 main:574] : INFO : Epoch 1614 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 2237.38 ms
[2022-04-10 08:54:38 main:574] : INFO : Epoch 1615 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 2221.11 ms
[2022-04-10 08:54:40 main:574] : INFO : Epoch 1616 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 2276.68 ms
[2022-04-10 08:54:42 main:574] : INFO : Epoch 1617 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2243.44 ms
[2022-04-10 08:54:44 main:574] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2256.28 ms
[2022-04-10 08:54:47 main:574] : INFO : Epoch 1619 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 2210.65 ms
[2022-04-10 08:54:49 main:574] : INFO : Epoch 1620 | loss: 0.0311709 | val_loss: 0.031173 | Time: 2210.31 ms
[2022-04-10 08:54:51 main:574] : INFO : Epoch 1621 | loss: 0.0311703 | val_loss: 0.031182 | Time: 2214.79 ms
[2022-04-10 08:54:53 main:574] : INFO : Epoch 1622 | loss: 0.0311753 | val_loss: 0.031177 | Time: 2275.03 ms
[2022-04-10 08:54:56 main:574] : INFO : Epoch 1623 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 2207.28 ms
[2022-04-10 08:54:58 main:574] : INFO : Epoch 1624 | loss: 0.031209 | val_loss: 0.0315853 | Time: 2219.79 ms
[2022-04-10 08:55:00 main:574] : INFO : Epoch 1625 | loss: 0.031618 | val_loss: 0.0313055 | Time: 2245.47 ms
[2022-04-10 08:55:02 main:574] : INFO : Epoch 1626 | loss: 0.0312573 | val_loss: 0.0312048 | Time: 2246.96 ms
[2022-04-10 08:55:05 main:574] : INFO : Epoch 1627 | loss: 0.0311867 | val_loss: 0.031178 | Time: 2217.9 ms
[2022-04-10 08:55:07 main:574] : INFO : Epoch 1628 | loss: 0.0311762 | val_loss: 0.031182 | Time: 2253.46 ms
[2022-04-10 08:55:09 main:574] : INFO : Epoch 1629 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 2272.93 ms
[2022-04-10 08:55:11 main:574] : INFO : Epoch 1630 | loss: 0.0311739 | val_loss: 0.0311794 | Time: 2233.05 ms
[2022-04-10 08:55:14 main:574] : INFO : Epoch 1631 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 2208.58 ms
[2022-04-10 08:55:16 main:574] : INFO : Epoch 1632 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 2203.67 ms
[2022-04-10 08:55:18 main:574] : INFO : Epoch 1633 | loss: 0.0311763 | val_loss: 0.031176 | Time: 2226 ms
[2022-04-10 08:55:20 main:574] : INFO : Epoch 1634 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 2274.91 ms
[2022-04-10 08:55:23 main:574] : INFO : Epoch 1635 | loss: 0.0311755 | val_loss: 0.0311728 | Time: 2247.64 ms
[2022-04-10 08:55:25 main:574] : INFO : Epoch 1636 | loss: 0.031174 | val_loss: 0.031173 | Time: 2241.5 ms
[2022-04-10 08:55:27 main:574] : INFO : Epoch 1637 | loss: 0.0311748 | val_loss: 0.0311723 | Time: 2217.77 ms
[2022-04-10 08:55:29 main:574] : INFO : Epoch 1638 | loss: 0.0311742 | val_loss: 0.0311718 | Time: 2215.46 ms
[2022-04-10 08:55:32 main:574] : INFO : Epoch 1639 | loss: 0.0311744 | val_loss: 0.0311725 | Time: 2286.26 ms
[2022-04-10 08:55:34 main:574] : INFO : Epoch 1640 | loss: 0.0311728 | val_loss: 0.0311717 | Time: 2237.1 ms
[2022-04-10 08:55:36 main:574] : INFO : Epoch 1641 | loss: 0.0311717 | val_loss: 0.0311719 | Time: 2220.41 ms
[2022-04-10 08:55:38 main:574] : INFO : Epoch 1642 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 2261.27 ms
[2022-04-10 08:55:41 main:574] : INFO : Epoch 1643 | loss: 0.0311725 | val_loss: 0.0311716 | Time: 2193.68 ms
[2022-04-10 08:55:43 main:574] : INFO : Epoch 1644 | loss: 0.0311726 | val_loss: 0.031174 | Time: 2268.79 ms
[2022-04-10 08:55:45 main:574] : INFO : Epoch 1645 | loss: 0.0311721 | val_loss: 0.0311728 | Time: 2220.59 ms
[2022-04-10 08:55:47 main:574] : INFO : Epoch 1646 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 2313.8 ms
[2022-04-10 08:55:50 main:574] : INFO : Epoch 1647 | loss: 0.0311708 | val_loss: 0.0311745 | Time: 2282.67 ms
[2022-04-10 08:55:52 main:574] : INFO : Epoch 1648 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 2237.1 ms
[2022-04-10 08:55:54 main:574] : INFO : Epoch 1649 | loss: 0.0311711 | val_loss: 0.0311737 | Time: 2256.53 ms
[2022-04-10 08:55:57 main:574] : INFO : Epoch 1650 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 2269.5 ms
[2022-04-10 08:55:59 main:574] : INFO : Epoch 1651 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 2223.02 ms
[2022-04-10 08:56:01 main:574] : INFO : Epoch 1652 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2248.09 ms
[2022-04-10 08:56:04 main:574] : INFO : Epoch 1653 | loss: 0.0311716 | val_loss: 0.0311724 | Time: 2451.44 ms
[2022-04-10 08:56:06 main:574] : INFO : Epoch 1654 | loss: 0.031171 | val_loss: 0.0311734 | Time: 2350.7 ms
[2022-04-10 08:56:08 main:574] : INFO : Epoch 1655 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 2389.22 ms
[2022-04-10 08:56:11 main:574] : INFO : Epoch 1656 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 2288.41 ms
[2022-04-10 08:56:13 main:574] : INFO : Epoch 1657 | loss: 0.0311707 | val_loss: 0.0311715 | Time: 2177.04 ms
[2022-04-10 08:56:15 main:574] : INFO : Epoch 1658 | loss: 0.0311717 | val_loss: 0.0311715 | Time: 2212.31 ms
[2022-04-10 08:56:17 main:574] : INFO : Epoch 1659 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 2253.52 ms
[2022-04-10 08:56:20 main:574] : INFO : Epoch 1660 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 2241.55 ms
[2022-04-10 08:56:22 main:574] : INFO : Epoch 1661 | loss: 0.031171 | val_loss: 0.0311718 | Time: 2191.74 ms
[2022-04-10 08:56:24 main:574] : INFO : Epoch 1662 | loss: 0.0311704 | val_loss: 0.0311717 | Time: 2247.5 ms
[2022-04-10 08:56:26 main:574] : INFO : Epoch 1663 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 2232.85 ms
[2022-04-10 08:56:29 main:574] : INFO : Epoch 1664 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 2202.91 ms
[2022-04-10 08:56:31 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311751 | Time: 2245.5 ms
[2022-04-10 08:56:33 main:574] : INFO : Epoch 1666 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 2276.22 ms
[2022-04-10 08:56:35 main:574] : INFO : Epoch 1667 | loss: 0.0311732 | val_loss: 0.031173 | Time: 2258.66 ms
[2022-04-10 08:56:38 main:574] : INFO : Epoch 1668 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 2224.51 ms
[2022-04-10 08:56:40 main:574] : INFO : Epoch 1669 | loss: 0.0311725 | val_loss: 0.0311744 | Time: 2243.55 ms
[2022-04-10 08:56:42 main:574] : INFO : Epoch 1670 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 2227.42 ms
[2022-04-10 08:56:44 main:574] : INFO : Epoch 1671 | loss: 0.0311728 | val_loss: 0.031175 | Time: 2300.73 ms
[2022-04-10 08:56:47 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 2249.29 ms
[2022-04-10 08:56:49 main:574] : INFO : Epoch 1673 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 2252.15 ms
[2022-04-10 08:56:51 main:574] : INFO : Epoch 1674 | loss: 0.0311764 | val_loss: 0.0311749 | Time: 2248.22 ms
[2022-04-10 08:56:53 main:574] : INFO : Epoch 1675 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 2213.93 ms
[2022-04-10 08:56:56 main:574] : INFO : Epoch 1676 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 2283.05 ms
[2022-04-10 08:56:58 main:574] : INFO : Epoch 1677 | loss: 0.0311703 | val_loss: 0.031173 | Time: 2241.12 ms
[2022-04-10 08:57:00 main:574] : INFO : Epoch 1678 | loss: 0.03117 | val_loss: 0.0311742 | Time: 2258.36 ms
[2022-04-10 08:57:02 main:574] : INFO : Epoch 1679 | loss: 0.0311713 | val_loss: 0.031173 | Time: 2256.84 ms
[2022-04-10 08:57:05 main:574] : INFO : Epoch 1680 | loss: 0.0311729 | val_loss: 0.0311729 | Time: 2222.49 ms
[2022-04-10 08:57:07 main:574] : INFO : Epoch 1681 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 2225.87 ms
[2022-04-10 08:57:09 main:574] : INFO : Epoch 1682 | loss: 0.0311725 | val_loss: 0.0311735 | Time: 2219.21 ms
[2022-04-10 08:57:11 main:574] : INFO : Epoch 1683 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 2258.06 ms
[2022-04-10 08:57:14 main:574] : INFO : Epoch 1684 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 2249.87 ms
[2022-04-10 08:57:16 main:574] : INFO : Epoch 1685 | loss: 0.0311717 | val_loss: 0.0311741 | Time: 2191.84 ms
[2022-04-10 08:57:18 main:574] : INFO : Epoch 1686 | loss: 0.0311721 | val_loss: 0.0311724 | Time: 2288.15 ms
[2022-04-10 08:57:20 main:574] : INFO : Epoch 1687 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2219.08 ms
[2022-04-10 08:57:23 main:574] : INFO : Epoch 1688 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 2207.96 ms
[2022-04-10 08:57:25 main:574] : INFO : Epoch 1689 | loss: 0.031171 | val_loss: 0.0311728 | Time: 2244.07 ms
[2022-04-10 08:57:27 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 2258.52 ms
[2022-04-10 08:57:29 main:574] : INFO : Epoch 1691 | loss: 0.0311713 | val_loss: 0.031174 | Time: 2260.15 ms
[2022-04-10 08:57:32 main:574] : INFO : Epoch 1692 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2278.23 ms
[2022-04-10 08:57:34 main:574] : INFO : Epoch 1693 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 2231.97 ms
[2022-04-10 08:57:36 main:574] : INFO : Epoch 1694 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 2278.49 ms
[2022-04-10 08:57:39 main:574] : INFO : Epoch 1695 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 2243.44 ms
[2022-04-10 08:57:41 main:574] : INFO : Epoch 1696 | loss: 0.0311696 | val_loss: 0.031174 | Time: 2239.26 ms
[2022-04-10 08:57:43 main:574] : INFO : Epoch 1697 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 2238.88 ms
[2022-04-10 08:57:45 main:574] : INFO : Epoch 1698 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2237.72 ms
[2022-04-10 08:57:48 main:574] : INFO : Epoch 1699 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 2227 ms
[2022-04-10 08:57:50 main:574] : INFO : Epoch 1700 | loss: 0.031171 | val_loss: 0.0311754 | Time: 2293.57 ms
[2022-04-10 08:57:52 main:574] : INFO : Epoch 1701 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 2223.34 ms
[2022-04-10 08:57:54 main:574] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 2258.18 ms
[2022-04-10 08:57:57 main:574] : INFO : Epoch 1703 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 2248.15 ms
[2022-04-10 08:57:59 main:574] : INFO : Epoch 1704 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 2211.13 ms
[2022-04-10 08:58:01 main:574] : INFO : Epoch 1705 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 2227.17 ms
[2022-04-10 08:58:03 main:574] : INFO : Epoch 1706 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 2249.6 ms
[2022-04-10 08:58:06 main:574] : INFO : Epoch 1707 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 2226.67 ms
[2022-04-10 08:58:08 main:574] : INFO : Epoch 1708 | loss: 0.0311704 | val_loss: 0.0311729 | Time: 2252.11 ms
[2022-04-10 08:58:10 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.031171 | Time: 2282.87 ms
[2022-04-10 08:58:12 main:574] : INFO : Epoch 1710 | loss: 0.0311707 | val_loss: 0.0311708 | Time: 2219.83 ms
[2022-04-10 08:58:15 main:574] : INFO : Epoch 1711 | loss: 0.0311707 | val_loss: 0.0311706 | Time: 2226.23 ms
[2022-04-10 08:58:17 main:574] : INFO : Epoch 1712 | loss: 0.0311716 | val_loss: 0.0311701 | Time: 2237.07 ms
[2022-04-10 08:58:19 main:574] : INFO : Epoch 1713 | loss: 0.0311699 | val_loss: 0.0311697 | Time: 2227.62 ms
[2022-04-10 08:58:21 main:574] : INFO : Epoch 1714 | loss: 0.0311699 | val_loss: 0.0311694 | Time: 2258.74 ms
[2022-04-10 08:58:24 main:574] : INFO : Epoch 1715 | loss: 0.0311717 | val_loss: 0.0311707 | Time: 2203.55 ms
[2022-04-10 08:58:26 main:574] : INFO : Epoch 1716 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 2219.03 ms
[2022-04-10 08:58:28 main:574] : INFO : Epoch 1717 | loss: 0.0311701 | val_loss: 0.0311715 | Time: 2207.11 ms
[2022-04-10 08:58:30 main:574] : INFO : Epoch 1718 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2280.72 ms
[2022-04-10 08:58:33 main:574] : INFO : Epoch 1719 | loss: 0.031173 | val_loss: 0.0311731 | Time: 2238.47 ms
[2022-04-10 08:58:35 main:574] : INFO : Epoch 1720 | loss: 0.0311711 | val_loss: 0.0311714 | Time: 2243.4 ms
[2022-04-10 08:58:37 main:574] : INFO : Epoch 1721 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 2223.37 ms
[2022-04-10 08:58:39 main:574] : INFO : Epoch 1722 | loss: 0.03117 | val_loss: 0.0311704 | Time: 2257.77 ms
[2022-04-10 08:58:42 main:574] : INFO : Epoch 1723 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 2234.43 ms
[2022-04-10 08:58:44 main:574] : INFO : Epoch 1724 | loss: 0.0311688 | val_loss: 0.0311711 | Time: 2226.77 ms
[2022-04-10 08:58:46 main:574] : INFO : Epoch 1725 | loss: 0.0311706 | val_loss: 0.0311704 | Time: 2286.65 ms
[2022-04-10 08:58:48 main:574] : INFO : Epoch 1726 | loss: 0.0311717 | val_loss: 0.0311708 | Time: 2215.29 ms
[2022-04-10 08:58:51 main:574] : INFO : Epoch 1727 | loss: 0.0311698 | val_loss: 0.031171 | Time: 2293.37 ms
[2022-04-10 08:58:53 main:574] : INFO : Epoch 1728 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 2208.54 ms
[2022-04-10 08:58:55 main:574] : INFO : Epoch 1729 | loss: 0.0311725 | val_loss: 0.0311711 | Time: 2237.63 ms
[2022-04-10 08:58:57 main:574] : INFO : Epoch 1730 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 2226.58 ms
[2022-04-10 08:59:00 main:574] : INFO : Epoch 1731 | loss: 0.0311687 | val_loss: 0.0311725 | Time: 2239.52 ms
[2022-04-10 08:59:02 main:574] : INFO : Epoch 1732 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 2268.47 ms
[2022-04-10 08:59:04 main:574] : INFO : Epoch 1733 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2207.46 ms
[2022-04-10 08:59:06 main:574] : INFO : Epoch 1734 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 2215.99 ms
[2022-04-10 08:59:09 main:574] : INFO : Epoch 1735 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 2217.43 ms
[2022-04-10 08:59:11 main:574] : INFO : Epoch 1736 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 2238.66 ms
[2022-04-10 08:59:13 main:574] : INFO : Epoch 1737 | loss: 0.0311687 | val_loss: 0.0311687 | Time: 2235.51 ms
[2022-04-10 08:59:15 main:574] : INFO : Epoch 1738 | loss: 0.0311698 | val_loss: 0.0311671 | Time: 2273.43 ms
[2022-04-10 08:59:18 main:574] : INFO : Epoch 1739 | loss: 0.0311706 | val_loss: 0.0311688 | Time: 2206.98 ms
[2022-04-10 08:59:20 main:574] : INFO : Epoch 1740 | loss: 0.0311695 | val_loss: 0.0311687 | Time: 2225.56 ms
[2022-04-10 08:59:22 main:574] : INFO : Epoch 1741 | loss: 0.0311687 | val_loss: 0.031169 | Time: 2230.49 ms
[2022-04-10 08:59:24 main:574] : INFO : Epoch 1742 | loss: 0.0311682 | val_loss: 0.0311718 | Time: 2206.82 ms
[2022-04-10 08:59:27 main:574] : INFO : Epoch 1743 | loss: 0.0311682 | val_loss: 0.0311682 | Time: 2210.62 ms
[2022-04-10 08:59:29 main:574] : INFO : Epoch 1744 | loss: 0.0311679 | val_loss: 0.0311689 | Time: 2216.56 ms
[2022-04-10 08:59:31 main:574] : INFO : Epoch 1745 | loss: 0.0311682 | val_loss: 0.0311695 | Time: 2222.3 ms
[2022-04-10 08:59:33 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 2250.81 ms
[2022-04-10 08:59:35 main:574] : INFO : Epoch 1747 | loss: 0.0311683 | val_loss: 0.0311691 | Time: 2248.1 ms
[2022-04-10 08:59:38 main:574] : INFO : Epoch 1748 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 2238.1 ms
[2022-04-10 08:59:40 main:574] : INFO : Epoch 1749 | loss: 0.0311685 | val_loss: 0.0311686 | Time: 2223.11 ms
[2022-04-10 08:59:42 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 2250.62 ms
[2022-04-10 08:59:45 main:574] : INFO : Epoch 1751 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 2306.63 ms
[2022-04-10 08:59:47 main:574] : INFO : Epoch 1752 | loss: 0.0311701 | val_loss: 0.0311694 | Time: 2260.53 ms
[2022-04-10 08:59:49 main:574] : INFO : Epoch 1753 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 2235.02 ms
[2022-04-10 08:59:51 main:574] : INFO : Epoch 1754 | loss: 0.0311696 | val_loss: 0.0311717 | Time: 2270.11 ms
[2022-04-10 08:59:54 main:574] : INFO : Epoch 1755 | loss: 0.0311697 | val_loss: 0.031172 | Time: 2264.26 ms
[2022-04-10 08:59:56 main:574] : INFO : Epoch 1756 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 2225.53 ms
[2022-04-10 08:59:58 main:574] : INFO : Epoch 1757 | loss: 0.0311697 | val_loss: 0.0311702 | Time: 2202.07 ms
[2022-04-10 09:00:00 main:574] : INFO : Epoch 1758 | loss: 0.0311684 | val_loss: 0.0311687 | Time: 2185.69 ms
[2022-04-10 09:00:03 main:574] : INFO : Epoch 1759 | loss: 0.0311679 | val_loss: 0.03117 | Time: 2247.56 ms
[2022-04-10 09:00:05 main:574] : INFO : Epoch 1760 | loss: 0.0311685 | val_loss: 0.0311699 | Time: 2269.63 ms
[2022-04-10 09:00:07 main:574] : INFO : Epoch 1761 | loss: 0.0311697 | val_loss: 0.0311696 | Time: 2206.89 ms
[2022-04-10 09:00:09 main:574] : INFO : Epoch 1762 | loss: 0.0311713 | val_loss: 0.0311694 | Time: 2214.56 ms
[2022-04-10 09:00:12 main:574] : INFO : Epoch 1763 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 2222.28 ms
[2022-04-10 09:00:14 main:574] : INFO : Epoch 1764 | loss: 0.0311673 | val_loss: 0.0311696 | Time: 2279.09 ms
[2022-04-10 09:00:16 main:574] : INFO : Epoch 1765 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 2195.31 ms
[2022-04-10 09:00:18 main:574] : INFO : Epoch 1766 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 2237.4 ms
[2022-04-10 09:00:21 main:574] : INFO : Epoch 1767 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 2302.35 ms
[2022-04-10 09:00:23 main:574] : INFO : Epoch 1768 | loss: 0.0311684 | val_loss: 0.031169 | Time: 2238.6 ms
[2022-04-10 09:00:25 main:574] : INFO : Epoch 1769 | loss: 0.0311697 | val_loss: 0.0311686 | Time: 2223.2 ms
[2022-04-10 09:00:27 main:574] : INFO : Epoch 1770 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 2219.31 ms
[2022-04-10 09:00:30 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 2270.62 ms
[2022-04-10 09:00:32 main:574] : INFO : Epoch 1772 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 2258.18 ms
[2022-04-10 09:00:34 main:574] : INFO : Epoch 1773 | loss: 0.0311684 | val_loss: 0.0311719 | Time: 2206.98 ms
[2022-04-10 09:00:36 main:574] : INFO : Epoch 1774 | loss: 0.0311686 | val_loss: 0.0311714 | Time: 2209.66 ms
[2022-04-10 09:00:39 main:574] : INFO : Epoch 1775 | loss: 0.0311684 | val_loss: 0.0311708 | Time: 2208.49 ms
[2022-04-10 09:00:41 main:574] : INFO : Epoch 1776 | loss: 0.031168 | val_loss: 0.0311695 | Time: 2214.36 ms
[2022-04-10 09:00:43 main:574] : INFO : Epoch 1777 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 2259.54 ms
[2022-04-10 09:00:45 main:574] : INFO : Epoch 1778 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 2236.68 ms
[2022-04-10 09:00:47 main:574] : INFO : Epoch 1779 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 2195.58 ms
[2022-04-10 09:00:50 main:574] : INFO : Epoch 1780 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2247.36 ms
[2022-04-10 09:00:52 main:574] : INFO : Epoch 1781 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 2236.25 ms
[2022-04-10 09:00:54 main:574] : INFO : Epoch 1782 | loss: 0.0311671 | val_loss: 0.0311699 | Time: 2222.94 ms
[2022-04-10 09:00:56 main:574] : INFO : Epoch 1783 | loss: 0.0311673 | val_loss: 0.0311681 | Time: 2232.66 ms
[2022-04-10 09:00:59 main:574] : INFO : Epoch 1784 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 2220.02 ms
[2022-04-10 09:01:01 main:574] : INFO : Epoch 1785 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 2205.53 ms
[2022-04-10 09:01:03 main:574] : INFO : Epoch 1786 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 2276.02 ms
[2022-04-10 09:01:05 main:574] : INFO : Epoch 1787 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 2264.88 ms
[2022-04-10 09:01:08 main:574] : INFO : Epoch 1788 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 2243.34 ms
[2022-04-10 09:01:10 main:574] : INFO : Epoch 1789 | loss: 0.0311694 | val_loss: 0.0311686 | Time: 2246.64 ms
[2022-04-10 09:01:12 main:574] : INFO : Epoch 1790 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 2304.93 ms
[2022-04-10 09:01:15 main:574] : INFO : Epoch 1791 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 2235.47 ms
[2022-04-10 09:01:17 main:574] : INFO : Epoch 1792 | loss: 0.0311683 | val_loss: 0.0311679 | Time: 2248.76 ms
[2022-04-10 09:01:19 main:574] : INFO : Epoch 1793 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2210.63 ms
[2022-04-10 09:01:21 main:574] : INFO : Epoch 1794 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 2233.23 ms
[2022-04-10 09:01:23 main:574] : INFO : Epoch 1795 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 2272.67 ms
[2022-04-10 09:01:26 main:574] : INFO : Epoch 1796 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 2248.99 ms
[2022-04-10 09:01:28 main:574] : INFO : Epoch 1797 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 2281.04 ms
[2022-04-10 09:01:30 main:574] : INFO : Epoch 1798 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 2253.35 ms
[2022-04-10 09:01:33 main:574] : INFO : Epoch 1799 | loss: 0.0311673 | val_loss: 0.0311684 | Time: 2239.02 ms
[2022-04-10 09:01:35 main:574] : INFO : Epoch 1800 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 2225.92 ms
[2022-04-10 09:01:37 main:574] : INFO : Epoch 1801 | loss: 0.0311694 | val_loss: 0.0311685 | Time: 2204.81 ms
[2022-04-10 09:01:39 main:574] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311679 | Time: 2227.62 ms
[2022-04-10 09:01:41 main:574] : INFO : Epoch 1803 | loss: 0.031166 | val_loss: 0.0311689 | Time: 2232.51 ms
[2022-04-10 09:01:44 main:574] : INFO : Epoch 1804 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 2270.51 ms
[2022-04-10 09:01:46 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311678 | Time: 2250.77 ms
[2022-04-10 09:01:48 main:574] : INFO : Epoch 1806 | loss: 0.0311653 | val_loss: 0.0311686 | Time: 2223.43 ms
[2022-04-10 09:01:51 main:574] : INFO : Epoch 1807 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 2262.46 ms
[2022-04-10 09:01:53 main:574] : INFO : Epoch 1808 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 2258.65 ms
[2022-04-10 09:01:55 main:574] : INFO : Epoch 1809 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 2215.25 ms
[2022-04-10 09:01:57 main:574] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311708 | Time: 2260.89 ms
[2022-04-10 09:02:00 main:574] : INFO : Epoch 1811 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 2253.46 ms
[2022-04-10 09:02:02 main:574] : INFO : Epoch 1812 | loss: 0.0311723 | val_loss: 0.0311717 | Time: 2312.19 ms
[2022-04-10 09:02:04 main:574] : INFO : Epoch 1813 | loss: 0.0311712 | val_loss: 0.0311701 | Time: 2226.13 ms
[2022-04-10 09:02:06 main:574] : INFO : Epoch 1814 | loss: 0.0311715 | val_loss: 0.0311703 | Time: 2226.92 ms
[2022-04-10 09:02:09 main:574] : INFO : Epoch 1815 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 2248.87 ms
[2022-04-10 09:02:11 main:574] : INFO : Epoch 1816 | loss: 0.0311764 | val_loss: 0.031177 | Time: 2180.55 ms
[2022-04-10 09:02:13 main:574] : INFO : Epoch 1817 | loss: 0.0311783 | val_loss: 0.031179 | Time: 2242.42 ms
[2022-04-10 09:02:15 main:574] : INFO : Epoch 1818 | loss: 0.0311768 | val_loss: 0.0311773 | Time: 2239.85 ms
[2022-04-10 09:02:18 main:574] : INFO : Epoch 1819 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2246.39 ms
[2022-04-10 09:02:20 main:574] : INFO : Epoch 1820 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 2225.65 ms
[2022-04-10 09:02:22 main:574] : INFO : Epoch 1821 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 2260.34 ms
[2022-04-10 09:02:24 main:574] : INFO : Epoch 1822 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 2260.7 ms
[2022-04-10 09:02:27 main:574] : INFO : Epoch 1823 | loss: 0.0311762 | val_loss: 0.031178 | Time: 2239.73 ms
[2022-04-10 09:02:29 main:574] : INFO : Epoch 1824 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 2233.3 ms
[2022-04-10 09:02:31 main:574] : INFO : Epoch 1825 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 2214.42 ms
[2022-04-10 09:02:33 main:574] : INFO : Epoch 1826 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 2255.16 ms
[2022-04-10 09:02:36 main:574] : INFO : Epoch 1827 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 2231.24 ms
[2022-04-10 09:02:38 main:574] : INFO : Epoch 1828 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 2233.83 ms
[2022-04-10 09:02:40 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311748 | Time: 2209.51 ms
[2022-04-10 09:02:42 main:574] : INFO : Epoch 1830 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 2255.85 ms
[2022-04-10 09:02:45 main:574] : INFO : Epoch 1831 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 2254.06 ms
[2022-04-10 09:02:47 main:574] : INFO : Epoch 1832 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 2247.14 ms
[2022-04-10 09:02:49 main:574] : INFO : Epoch 1833 | loss: 0.0311733 | val_loss: 0.0311753 | Time: 2230.24 ms
[2022-04-10 09:02:51 main:574] : INFO : Epoch 1834 | loss: 0.031173 | val_loss: 0.0311749 | Time: 2223.67 ms
[2022-04-10 09:02:54 main:574] : INFO : Epoch 1835 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 2254.56 ms
[2022-04-10 09:02:56 main:574] : INFO : Epoch 1836 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 2277.57 ms
[2022-04-10 09:02:58 main:574] : INFO : Epoch 1837 | loss: 0.0311761 | val_loss: 0.031176 | Time: 2232.41 ms
[2022-04-10 09:03:00 main:574] : INFO : Epoch 1838 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 2207.1 ms
[2022-04-10 09:03:03 main:574] : INFO : Epoch 1839 | loss: 0.031172 | val_loss: 0.0311775 | Time: 2280.03 ms
[2022-04-10 09:03:05 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 2251.04 ms
[2022-04-10 09:03:07 main:574] : INFO : Epoch 1841 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 2231.71 ms
[2022-04-10 09:03:09 main:574] : INFO : Epoch 1842 | loss: 0.031172 | val_loss: 0.0311764 | Time: 2251.14 ms
[2022-04-10 09:03:12 main:574] : INFO : Epoch 1843 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 2216.83 ms
[2022-04-10 09:03:14 main:574] : INFO : Epoch 1844 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 2289.37 ms
[2022-04-10 09:03:16 main:574] : INFO : Epoch 1845 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 2237.73 ms
[2022-04-10 09:03:18 main:574] : INFO : Epoch 1846 | loss: 0.0311719 | val_loss: 0.0311774 | Time: 2225.57 ms
[2022-04-10 09:03:21 main:574] : INFO : Epoch 1847 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 2196.68 ms
[2022-04-10 09:03:23 main:574] : INFO : Epoch 1848 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 2231.29 ms
[2022-04-10 09:03:25 main:574] : INFO : Epoch 1849 | loss: 0.0311798 | val_loss: 0.0311767 | Time: 2255.7 ms
[2022-04-10 09:03:27 main:574] : INFO : Epoch 1850 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 2255.72 ms
[2022-04-10 09:03:30 main:574] : INFO : Epoch 1851 | loss: 0.0311782 | val_loss: 0.0311759 | Time: 2214 ms
[2022-04-10 09:03:32 main:574] : INFO : Epoch 1852 | loss: 0.0311755 | val_loss: 0.0311755 | Time: 2289.89 ms
[2022-04-10 09:03:34 main:574] : INFO : Epoch 1853 | loss: 0.0311762 | val_loss: 0.031176 | Time: 2229.54 ms
[2022-04-10 09:03:36 main:574] : INFO : Epoch 1854 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 2208.39 ms
[2022-04-10 09:03:39 main:574] : INFO : Epoch 1855 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 2188.32 ms
[2022-04-10 09:03:41 main:574] : INFO : Epoch 1856 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 2221.89 ms
[2022-04-10 09:03:43 main:574] : INFO : Epoch 1857 | loss: 0.0311752 | val_loss: 0.0311763 | Time: 2232.79 ms
[2022-04-10 09:03:45 main:574] : INFO : Epoch 1858 | loss: 0.031177 | val_loss: 0.0311784 | Time: 2260.91 ms
[2022-04-10 09:03:48 main:574] : INFO : Epoch 1859 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 2194.67 ms
[2022-04-10 09:03:50 main:574] : INFO : Epoch 1860 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 2261.28 ms
[2022-04-10 09:03:52 main:574] : INFO : Epoch 1861 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2229.63 ms
[2022-04-10 09:03:54 main:574] : INFO : Epoch 1862 | loss: 0.031174 | val_loss: 0.0311754 | Time: 2271.47 ms
[2022-04-10 09:03:57 main:574] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 2204.71 ms
[2022-04-10 09:03:59 main:574] : INFO : Epoch 1864 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 2253.04 ms
[2022-04-10 09:04:01 main:574] : INFO : Epoch 1865 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 2226.29 ms
[2022-04-10 09:04:03 main:574] : INFO : Epoch 1866 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 2233.48 ms
[2022-04-10 09:04:06 main:574] : INFO : Epoch 1867 | loss: 0.0311776 | val_loss: 0.0311768 | Time: 2248.45 ms
[2022-04-10 09:04:08 main:574] : INFO : Epoch 1868 | loss: 0.0311741 | val_loss: 0.0311733 | Time: 2236.43 ms
[2022-04-10 09:04:10 main:574] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 2224.89 ms
[2022-04-10 09:04:12 main:574] : INFO : Epoch 1870 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 2216.6 ms
[2022-04-10 09:04:15 main:574] : INFO : Epoch 1871 | loss: 0.0311722 | val_loss: 0.031174 | Time: 2304.08 ms
[2022-04-10 09:04:17 main:574] : INFO : Epoch 1872 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 2211.22 ms
[2022-04-10 09:04:19 main:574] : INFO : Epoch 1873 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 2311.43 ms
[2022-04-10 09:04:21 main:574] : INFO : Epoch 1874 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 2264.51 ms
[2022-04-10 09:04:24 main:574] : INFO : Epoch 1875 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 2262.93 ms
[2022-04-10 09:04:26 main:574] : INFO : Epoch 1876 | loss: 0.0311723 | val_loss: 0.0311747 | Time: 2273.78 ms
[2022-04-10 09:04:28 main:574] : INFO : Epoch 1877 | loss: 0.0311717 | val_loss: 0.0311726 | Time: 2205.51 ms
[2022-04-10 09:04:31 main:574] : INFO : Epoch 1878 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 2288.94 ms
[2022-04-10 09:04:33 main:574] : INFO : Epoch 1879 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 2239.04 ms
[2022-04-10 09:04:35 main:574] : INFO : Epoch 1880 | loss: 0.031171 | val_loss: 0.0311728 | Time: 2241.06 ms
[2022-04-10 09:04:37 main:574] : INFO : Epoch 1881 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 2245.6 ms
[2022-04-10 09:04:40 main:574] : INFO : Epoch 1882 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 2235.68 ms
[2022-04-10 09:04:42 main:574] : INFO : Epoch 1883 | loss: 0.031173 | val_loss: 0.0311756 | Time: 2228.35 ms
[2022-04-10 09:04:44 main:574] : INFO : Epoch 1884 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 2251.23 ms
[2022-04-10 09:04:46 main:574] : INFO : Epoch 1885 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 2249.38 ms
[2022-04-10 09:04:49 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311718 | Time: 2262.99 ms
[2022-04-10 09:04:51 main:574] : INFO : Epoch 1887 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 2257.49 ms
[2022-04-10 09:04:53 main:574] : INFO : Epoch 1888 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 2292.85 ms
[2022-04-10 09:04:55 main:574] : INFO : Epoch 1889 | loss: 0.0311697 | val_loss: 0.0311786 | Time: 2249.36 ms
[2022-04-10 09:04:58 main:574] : INFO : Epoch 1890 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 2261.05 ms
[2022-04-10 09:05:00 main:574] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.0311729 | Time: 2280.01 ms
[2022-04-10 09:05:02 main:574] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2301.99 ms
[2022-04-10 09:05:05 main:574] : INFO : Epoch 1893 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 2233.1 ms
[2022-04-10 09:05:07 main:574] : INFO : Epoch 1894 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 2244.85 ms
[2022-04-10 09:05:09 main:574] : INFO : Epoch 1895 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 2250.61 ms
[2022-04-10 09:05:11 main:574] : INFO : Epoch 1896 | loss: 0.031171 | val_loss: 0.0311725 | Time: 2267.93 ms
[2022-04-10 09:05:14 main:574] : INFO : Epoch 1897 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 2223.18 ms
[2022-04-10 09:05:16 main:574] : INFO : Epoch 1898 | loss: 0.0311696 | val_loss: 0.0311713 | Time: 2239.07 ms
[2022-04-10 09:05:18 main:574] : INFO : Epoch 1899 | loss: 0.0311689 | val_loss: 0.0311726 | Time: 2259.66 ms
[2022-04-10 09:05:20 main:574] : INFO : Epoch 1900 | loss: 0.031169 | val_loss: 0.0311721 | Time: 2209.56 ms
[2022-04-10 09:05:23 main:574] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.031173 | Time: 2257.38 ms
[2022-04-10 09:05:25 main:574] : INFO : Epoch 1902 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 2292.44 ms
[2022-04-10 09:05:27 main:574] : INFO : Epoch 1903 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 2246.7 ms
[2022-04-10 09:05:29 main:574] : INFO : Epoch 1904 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 2230.84 ms
[2022-04-10 09:05:32 main:574] : INFO : Epoch 1905 | loss: 0.0311688 | val_loss: 0.0311715 | Time: 2281.23 ms
[2022-04-10 09:05:34 main:574] : INFO : Epoch 1906 | loss: 0.0311705 | val_loss: 0.0311697 | Time: 2295.4 ms
[2022-04-10 09:05:36 main:574] : INFO : Epoch 1907 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 2235.13 ms
[2022-04-10 09:05:38 main:574] : INFO : Epoch 1908 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 2196.73 ms
[2022-04-10 09:05:41 main:574] : INFO : Epoch 1909 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 2220.47 ms
[2022-04-10 09:05:43 main:574] : INFO : Epoch 1910 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 2260.31 ms
[2022-04-10 09:05:45 main:574] : INFO : Epoch 1911 | loss: 0.0311697 | val_loss: 0.031169 | Time: 2292.81 ms
[2022-04-10 09:05:48 main:574] : INFO : Epoch 1912 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 2237.65 ms
[2022-04-10 09:05:50 main:574] : INFO : Epoch 1913 | loss: 0.0311688 | val_loss: 0.0311691 | Time: 2260.34 ms
[2022-04-10 09:05:52 main:574] : INFO : Epoch 1914 | loss: 0.0311684 | val_loss: 0.0311683 | Time: 2238.85 ms
[2022-04-10 09:05:54 main:574] : INFO : Epoch 1915 | loss: 0.0311687 | val_loss: 0.0311694 | Time: 2262.44 ms
[2022-04-10 09:05:57 main:574] : INFO : Epoch 1916 | loss: 0.031169 | val_loss: 0.0311693 | Time: 2252.27 ms
[2022-04-10 09:05:59 main:574] : INFO : Epoch 1917 | loss: 0.0311684 | val_loss: 0.031169 | Time: 2277.21 ms
[2022-04-10 09:06:01 main:574] : INFO : Epoch 1918 | loss: 0.0311688 | val_loss: 0.0311702 | Time: 2275.79 ms
[2022-04-10 09:06:03 main:574] : INFO : Epoch 1919 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 2222.64 ms
[2022-04-10 09:06:06 main:574] : INFO : Epoch 1920 | loss: 0.031169 | val_loss: 0.031171 | Time: 2237.31 ms
[2022-04-10 09:06:08 main:574] : INFO : Epoch 1921 | loss: 0.0311702 | val_loss: 0.031172 | Time: 2273.92 ms
[2022-04-10 09:06:10 main:574] : INFO : Epoch 1922 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2233.12 ms
[2022-04-10 09:06:12 main:574] : INFO : Epoch 1923 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2237.67 ms
[2022-04-10 09:06:15 main:574] : INFO : Epoch 1924 | loss: 0.0311747 | val_loss: 0.0311743 | Time: 2252.6 ms
[2022-04-10 09:06:17 main:574] : INFO : Epoch 1925 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2242.57 ms
[2022-04-10 09:06:19 main:574] : INFO : Epoch 1926 | loss: 0.0311725 | val_loss: 0.031173 | Time: 2251.41 ms
[2022-04-10 09:06:21 main:574] : INFO : Epoch 1927 | loss: 0.031172 | val_loss: 0.0311732 | Time: 2259.48 ms
[2022-04-10 09:06:24 main:574] : INFO : Epoch 1928 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 2269.95 ms
[2022-04-10 09:06:26 main:574] : INFO : Epoch 1929 | loss: 0.0311742 | val_loss: 0.0311728 | Time: 2235.17 ms
[2022-04-10 09:06:28 main:574] : INFO : Epoch 1930 | loss: 0.0311717 | val_loss: 0.0311745 | Time: 2219.58 ms
[2022-04-10 09:06:31 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 2244.53 ms
[2022-04-10 09:06:33 main:574] : INFO : Epoch 1932 | loss: 0.0311712 | val_loss: 0.0311719 | Time: 2229.14 ms
[2022-04-10 09:06:35 main:574] : INFO : Epoch 1933 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 2255.51 ms
[2022-04-10 09:06:37 main:574] : INFO : Epoch 1934 | loss: 0.0311703 | val_loss: 0.031172 | Time: 2238.05 ms
[2022-04-10 09:06:40 main:574] : INFO : Epoch 1935 | loss: 0.03117 | val_loss: 0.0311723 | Time: 2227.69 ms
[2022-04-10 09:06:42 main:574] : INFO : Epoch 1936 | loss: 0.0311711 | val_loss: 0.0311714 | Time: 2253.09 ms
[2022-04-10 09:06:44 main:574] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311723 | Time: 2252.04 ms
[2022-04-10 09:06:46 main:574] : INFO : Epoch 1938 | loss: 0.0311727 | val_loss: 0.0311719 | Time: 2256.66 ms
[2022-04-10 09:06:49 main:574] : INFO : Epoch 1939 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 2300.76 ms
[2022-04-10 09:06:51 main:574] : INFO : Epoch 1940 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 2224.62 ms
[2022-04-10 09:06:53 main:574] : INFO : Epoch 1941 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 2223.59 ms
[2022-04-10 09:06:55 main:574] : INFO : Epoch 1942 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 2247.51 ms
[2022-04-10 09:06:58 main:574] : INFO : Epoch 1943 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 2231.56 ms
[2022-04-10 09:07:00 main:574] : INFO : Epoch 1944 | loss: 0.0311686 | val_loss: 0.0311704 | Time: 2287.74 ms
[2022-04-10 09:07:02 main:574] : INFO : Epoch 1945 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 2238.07 ms
[2022-04-10 09:07:04 main:574] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311713 | Time: 2247.21 ms
[2022-04-10 09:07:07 main:574] : INFO : Epoch 1947 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 2268.7 ms
[2022-04-10 09:07:09 main:574] : INFO : Epoch 1948 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2272.23 ms
[2022-04-10 09:07:11 main:574] : INFO : Epoch 1949 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 2201.44 ms
[2022-04-10 09:07:13 main:574] : INFO : Epoch 1950 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2228.35 ms
[2022-04-10 09:07:16 main:574] : INFO : Epoch 1951 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 2257.74 ms
[2022-04-10 09:07:18 main:574] : INFO : Epoch 1952 | loss: 0.0311711 | val_loss: 0.0311737 | Time: 2251.08 ms
[2022-04-10 09:07:20 main:574] : INFO : Epoch 1953 | loss: 0.0311692 | val_loss: 0.031171 | Time: 2304.4 ms
[2022-04-10 09:07:22 main:574] : INFO : Epoch 1954 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 2219.85 ms
[2022-04-10 09:07:25 main:574] : INFO : Epoch 1955 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 2225.72 ms
[2022-04-10 09:07:27 main:574] : INFO : Epoch 1956 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 2252.69 ms
[2022-04-10 09:07:29 main:574] : INFO : Epoch 1957 | loss: 0.031172 | val_loss: 0.0311709 | Time: 2241.44 ms
[2022-04-10 09:07:32 main:574] : INFO : Epoch 1958 | loss: 0.0311716 | val_loss: 0.0311724 | Time: 2317.89 ms
[2022-04-10 09:07:34 main:574] : INFO : Epoch 1959 | loss: 0.0311741 | val_loss: 0.0311728 | Time: 2243.85 ms
[2022-04-10 09:07:36 main:574] : INFO : Epoch 1960 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 2253.3 ms
[2022-04-10 09:07:38 main:574] : INFO : Epoch 1961 | loss: 0.0311713 | val_loss: 0.0311735 | Time: 2232.89 ms
[2022-04-10 09:07:41 main:574] : INFO : Epoch 1962 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 2238.38 ms
[2022-04-10 09:07:43 main:574] : INFO : Epoch 1963 | loss: 0.0311705 | val_loss: 0.031177 | Time: 2314.11 ms
[2022-04-10 09:07:45 main:574] : INFO : Epoch 1964 | loss: 0.031171 | val_loss: 0.0311729 | Time: 2237.37 ms
[2022-04-10 09:07:47 main:574] : INFO : Epoch 1965 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 2272.73 ms
[2022-04-10 09:07:50 main:574] : INFO : Epoch 1966 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 2287.56 ms
[2022-04-10 09:07:52 main:574] : INFO : Epoch 1967 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 2208.29 ms
[2022-04-10 09:07:54 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 2249.52 ms
[2022-04-10 09:07:57 main:574] : INFO : Epoch 1969 | loss: 0.0311688 | val_loss: 0.0311718 | Time: 2283.8 ms
[2022-04-10 09:07:59 main:574] : INFO : Epoch 1970 | loss: 0.0311693 | val_loss: 0.031174 | Time: 2266.25 ms
[2022-04-10 09:08:01 main:574] : INFO : Epoch 1971 | loss: 0.031169 | val_loss: 0.0311735 | Time: 2234.74 ms
[2022-04-10 09:08:03 main:574] : INFO : Epoch 1972 | loss: 0.0311696 | val_loss: 0.0311697 | Time: 2261.62 ms
[2022-04-10 09:08:06 main:574] : INFO : Epoch 1973 | loss: 0.0311698 | val_loss: 0.03117 | Time: 2271.68 ms
[2022-04-10 09:08:08 main:574] : INFO : Epoch 1974 | loss: 0.0311706 | val_loss: 0.0311706 | Time: 2241.56 ms
[2022-04-10 09:08:10 main:574] : INFO : Epoch 1975 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 2264.57 ms
[2022-04-10 09:08:12 main:574] : INFO : Epoch 1976 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 2263.06 ms
[2022-04-10 09:08:15 main:574] : INFO : Epoch 1977 | loss: 0.0311689 | val_loss: 0.0311712 | Time: 2313.54 ms
[2022-04-10 09:08:17 main:574] : INFO : Epoch 1978 | loss: 0.0311708 | val_loss: 0.0311722 | Time: 2261.24 ms
[2022-04-10 09:08:19 main:574] : INFO : Epoch 1979 | loss: 0.0311699 | val_loss: 0.031171 | Time: 2247.01 ms
[2022-04-10 09:08:22 main:574] : INFO : Epoch 1980 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 2218.29 ms
[2022-04-10 09:08:24 main:574] : INFO : Epoch 1981 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 2265 ms
[2022-04-10 09:08:26 main:574] : INFO : Epoch 1982 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 2230.12 ms
[2022-04-10 09:08:28 main:574] : INFO : Epoch 1983 | loss: 0.0311691 | val_loss: 0.0311704 | Time: 2248.64 ms
[2022-04-10 09:08:31 main:574] : INFO : Epoch 1984 | loss: 0.0311688 | val_loss: 0.031171 | Time: 2252.32 ms
[2022-04-10 09:08:33 main:574] : INFO : Epoch 1985 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 2290.82 ms
[2022-04-10 09:08:35 main:574] : INFO : Epoch 1986 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 2271.86 ms
[2022-04-10 09:08:37 main:574] : INFO : Epoch 1987 | loss: 0.0311709 | val_loss: 0.031171 | Time: 2224.92 ms
[2022-04-10 09:08:40 main:574] : INFO : Epoch 1988 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 2297.61 ms
[2022-04-10 09:08:42 main:574] : INFO : Epoch 1989 | loss: 0.0311701 | val_loss: 0.031171 | Time: 2196.75 ms
[2022-04-10 09:08:44 main:574] : INFO : Epoch 1990 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 2239.16 ms
[2022-04-10 09:08:46 main:574] : INFO : Epoch 1991 | loss: 0.0311718 | val_loss: 0.0311714 | Time: 2276.13 ms
[2022-04-10 09:08:49 main:574] : INFO : Epoch 1992 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 2263.04 ms
[2022-04-10 09:08:51 main:574] : INFO : Epoch 1993 | loss: 0.03117 | val_loss: 0.0311768 | Time: 2244.18 ms
[2022-04-10 09:08:53 main:574] : INFO : Epoch 1994 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 2238.09 ms
[2022-04-10 09:08:56 main:574] : INFO : Epoch 1995 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 2304.18 ms
[2022-04-10 09:08:58 main:574] : INFO : Epoch 1996 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 2308.53 ms
[2022-04-10 09:09:00 main:574] : INFO : Epoch 1997 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 2233.21 ms
[2022-04-10 09:09:02 main:574] : INFO : Epoch 1998 | loss: 0.0311701 | val_loss: 0.0311705 | Time: 2270.06 ms
[2022-04-10 09:09:05 main:574] : INFO : Epoch 1999 | loss: 0.031169 | val_loss: 0.0311705 | Time: 2232.25 ms
[2022-04-10 09:09:07 main:574] : INFO : Epoch 2000 | loss: 0.0311689 | val_loss: 0.031172 | Time: 2250.1 ms
[2022-04-10 09:09:09 main:574] : INFO : Epoch 2001 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 2260.53 ms
[2022-04-10 09:09:11 main:574] : INFO : Epoch 2002 | loss: 0.0311698 | val_loss: 0.0311708 | Time: 2237.37 ms
[2022-04-10 09:09:14 main:574] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311747 | Time: 2283.12 ms
[2022-04-10 09:09:16 main:574] : INFO : Epoch 2004 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2246.63 ms
[2022-04-10 09:09:18 main:574] : INFO : Epoch 2005 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 2228.33 ms
[2022-04-10 09:09:21 main:574] : INFO : Epoch 2006 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 2205.48 ms
[2022-04-10 09:09:23 main:574] : INFO : Epoch 2007 | loss: 0.0311671 | val_loss: 0.031172 | Time: 2231.89 ms
[2022-04-10 09:09:25 main:574] : INFO : Epoch 2008 | loss: 0.0311709 | val_loss: 0.031171 | Time: 2244.25 ms
[2022-04-10 09:09:27 main:574] : INFO : Epoch 2009 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 2253.27 ms
[2022-04-10 09:09:30 main:574] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 2252.68 ms
[2022-04-10 09:09:32 main:574] : INFO : Epoch 2011 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 2240.62 ms
[2022-04-10 09:09:34 main:574] : INFO : Epoch 2012 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 2277.96 ms
[2022-04-10 09:09:36 main:574] : INFO : Epoch 2013 | loss: 0.0311672 | val_loss: 0.0311688 | Time: 2247.44 ms
[2022-04-10 09:09:39 main:574] : INFO : Epoch 2014 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 2238.68 ms
[2022-04-10 09:09:41 main:574] : INFO : Epoch 2015 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 2232.53 ms
[2022-04-10 09:09:43 main:574] : INFO : Epoch 2016 | loss: 0.0311675 | val_loss: 0.0311692 | Time: 2261.08 ms
[2022-04-10 09:09:45 main:574] : INFO : Epoch 2017 | loss: 0.031167 | val_loss: 0.0311698 | Time: 2311.39 ms
[2022-04-10 09:09:48 main:574] : INFO : Epoch 2018 | loss: 0.0311691 | val_loss: 0.0311704 | Time: 2257.89 ms
[2022-04-10 09:09:50 main:574] : INFO : Epoch 2019 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2255.67 ms
[2022-04-10 09:09:52 main:574] : INFO : Epoch 2020 | loss: 0.0311671 | val_loss: 0.031172 | Time: 2257.75 ms
[2022-04-10 09:09:54 main:574] : INFO : Epoch 2021 | loss: 0.031167 | val_loss: 0.0311711 | Time: 2240.27 ms
[2022-04-10 09:09:57 main:574] : INFO : Epoch 2022 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 2268.7 ms
[2022-04-10 09:09:59 main:574] : INFO : Epoch 2023 | loss: 0.0311672 | val_loss: 0.031169 | Time: 2264.71 ms
[2022-04-10 09:10:01 main:574] : INFO : Epoch 2024 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 2189.58 ms
[2022-04-10 09:10:03 main:574] : INFO : Epoch 2025 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 2207.21 ms
[2022-04-10 09:10:06 main:574] : INFO : Epoch 2026 | loss: 0.0311665 | val_loss: 0.0311691 | Time: 2266.04 ms
[2022-04-10 09:10:08 main:574] : INFO : Epoch 2027 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 2242.57 ms
[2022-04-10 09:10:10 main:574] : INFO : Epoch 2028 | loss: 0.0311707 | val_loss: 0.0311715 | Time: 2231.98 ms
[2022-04-10 09:10:13 main:574] : INFO : Epoch 2029 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 2279.49 ms
[2022-04-10 09:10:15 main:574] : INFO : Epoch 2030 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 2275.74 ms
[2022-04-10 09:10:17 main:574] : INFO : Epoch 2031 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2253.26 ms
[2022-04-10 09:10:19 main:574] : INFO : Epoch 2032 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 2227.65 ms
[2022-04-10 09:10:22 main:574] : INFO : Epoch 2033 | loss: 0.0311664 | val_loss: 0.0311705 | Time: 2241.49 ms
[2022-04-10 09:10:24 main:574] : INFO : Epoch 2034 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2289.5 ms
[2022-04-10 09:10:26 main:574] : INFO : Epoch 2035 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 2243.99 ms
[2022-04-10 09:10:28 main:574] : INFO : Epoch 2036 | loss: 0.0311654 | val_loss: 0.0311703 | Time: 2287.51 ms
[2022-04-10 09:10:31 main:574] : INFO : Epoch 2037 | loss: 0.031166 | val_loss: 0.0311705 | Time: 2250.45 ms
[2022-04-10 09:10:33 main:574] : INFO : Epoch 2038 | loss: 0.0311657 | val_loss: 0.03117 | Time: 2265.7 ms
[2022-04-10 09:10:35 main:574] : INFO : Epoch 2039 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 2225.71 ms
[2022-04-10 09:10:37 main:574] : INFO : Epoch 2040 | loss: 0.0311659 | val_loss: 0.031171 | Time: 2215.96 ms
[2022-04-10 09:10:40 main:574] : INFO : Epoch 2041 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 2243.64 ms
[2022-04-10 09:10:42 main:574] : INFO : Epoch 2042 | loss: 0.0311717 | val_loss: 0.0311732 | Time: 2254.73 ms
[2022-04-10 09:10:44 main:574] : INFO : Epoch 2043 | loss: 0.0311667 | val_loss: 0.0311711 | Time: 2238.41 ms
[2022-04-10 09:10:46 main:574] : INFO : Epoch 2044 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 2253.39 ms
[2022-04-10 09:10:49 main:574] : INFO : Epoch 2045 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 2279.07 ms
[2022-04-10 09:10:51 main:574] : INFO : Epoch 2046 | loss: 0.031166 | val_loss: 0.0311724 | Time: 2276.32 ms
[2022-04-10 09:10:53 main:574] : INFO : Epoch 2047 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2287.3 ms
[2022-04-10 09:10:56 main:574] : INFO : Epoch 2048 | loss: 0.0311646 | val_loss: 0.031169 | Time: 2252.61 ms
[2022-04-10 09:10:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031169
[2022-04-10 09:10:56 main:603] : INFO : Saving end state to config to file
[2022-04-10 09:10:56 main:608] : INFO : Success, exiting..
09:10:56 (19140): 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)