Task 11083533
| Name | ParityModified-1639962553-1669-2-0_0 |
| Workunit | 8368207 |
| Created | 26 Jan 2022, 12:33:38 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 9:50:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 14 min 15 sec |
| CPU time | 1 hours 13 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 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: 0.0311715 | val_loss: 0.0311814 | Time: 2245.4 ms
[2022-02-13 03:31:00 main:574] : INFO : Epoch 1543 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2289.71 ms
[2022-02-13 03:31:02 main:574] : INFO : Epoch 1544 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2258.6 ms
[2022-02-13 03:31:04 main:574] : INFO : Epoch 1545 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 2135.72 ms
[2022-02-13 03:31:06 main:574] : INFO : Epoch 1546 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 2181.46 ms
[2022-02-13 03:31:09 main:574] : INFO : Epoch 1547 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2141.93 ms
[2022-02-13 03:31:11 main:574] : INFO : Epoch 1548 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 2155.31 ms
[2022-02-13 03:31:13 main:574] : INFO : Epoch 1549 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2141.02 ms
[2022-02-13 03:31:15 main:574] : INFO : Epoch 1550 | loss: 0.0311698 | val_loss: 0.0311807 | Time: 2139.48 ms
[2022-02-13 03:31:17 main:574] : INFO : Epoch 1551 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 2154.48 ms
[2022-02-13 03:31:19 main:574] : INFO : Epoch 1552 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 2143.49 ms
[2022-02-13 03:31:21 main:574] : INFO : Epoch 1553 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 2125.32 ms
[2022-02-13 03:31:24 main:574] : INFO : Epoch 1554 | loss: 0.0311763 | val_loss: 0.031183 | Time: 2163.27 ms
[2022-02-13 03:31:26 main:574] : INFO : Epoch 1555 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 2180.57 ms
[2022-02-13 03:31:28 main:574] : INFO : Epoch 1556 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 2165.82 ms
[2022-02-13 03:31:30 main:574] : INFO : Epoch 1557 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 2141.93 ms
[2022-02-13 03:31:32 main:574] : INFO : Epoch 1558 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 2129.01 ms
[2022-02-13 03:31:34 main:574] : INFO : Epoch 1559 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 2161.65 ms
[2022-02-13 03:31:37 main:574] : INFO : Epoch 1560 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2165.2 ms
[2022-02-13 03:31:39 main:574] : INFO : Epoch 1561 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2161.2 ms
[2022-02-13 03:31:41 main:574] : INFO : Epoch 1562 | loss: 0.03117 | val_loss: 0.0311788 | Time: 2198.04 ms
[2022-02-13 03:31:43 main:574] : INFO : Epoch 1563 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 2192.76 ms
[2022-02-13 03:31:45 main:574] : INFO : Epoch 1564 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 2133.59 ms
[2022-02-13 03:31:47 main:574] : INFO : Epoch 1565 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 2098.9 ms
[2022-02-13 03:31:50 main:574] : INFO : Epoch 1566 | loss: 0.0311682 | val_loss: 0.0311787 | Time: 2230.28 ms
[2022-02-13 03:31:52 main:574] : INFO : Epoch 1567 | loss: 0.0311685 | val_loss: 0.031181 | Time: 2151.37 ms
[2022-02-13 03:31:54 main:574] : INFO : Epoch 1568 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 2187.05 ms
[2022-02-13 03:31:56 main:574] : INFO : Epoch 1569 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 2132.92 ms
[2022-02-13 03:31:58 main:574] : INFO : Epoch 1570 | loss: 0.0311661 | val_loss: 0.031176 | Time: 2122.82 ms
[2022-02-13 03:32:00 main:574] : INFO : Epoch 1571 | loss: 0.0311659 | val_loss: 0.031176 | Time: 2133.16 ms
[2022-02-13 03:32:03 main:574] : INFO : Epoch 1572 | loss: 0.0311665 | val_loss: 0.0311777 | Time: 2170.47 ms
[2022-02-13 03:32:05 main:574] : INFO : Epoch 1573 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 2169.2 ms
[2022-02-13 03:32:07 main:574] : INFO : Epoch 1574 | loss: 0.0311678 | val_loss: 0.031179 | Time: 2190.78 ms
[2022-02-13 03:32:09 main:574] : INFO : Epoch 1575 | loss: 0.031169 | val_loss: 0.031179 | Time: 2182.66 ms
[2022-02-13 03:32:11 main:574] : INFO : Epoch 1576 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 2169.73 ms
[2022-02-13 03:32:14 main:574] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 2195.75 ms
[2022-02-13 03:32:16 main:574] : INFO : Epoch 1578 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 2088.37 ms
[2022-02-13 03:32:18 main:574] : INFO : Epoch 1579 | loss: 0.0311725 | val_loss: 0.031181 | Time: 2150.43 ms
[2022-02-13 03:32:20 main:574] : INFO : Epoch 1580 | loss: 0.03117 | val_loss: 0.0311786 | Time: 2151.46 ms
[2022-02-13 03:32:22 main:574] : INFO : Epoch 1581 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 2190.46 ms
[2022-02-13 03:32:24 main:574] : INFO : Epoch 1582 | loss: 0.0311685 | val_loss: 0.031179 | Time: 2261.73 ms
[2022-02-13 03:32:27 main:574] : INFO : Epoch 1583 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2260.02 ms
[2022-02-13 03:32:29 main:574] : INFO : Epoch 1584 | loss: 0.0311683 | val_loss: 0.0311823 | Time: 2222.8 ms
[2022-02-13 03:32:31 main:574] : INFO : Epoch 1585 | loss: 0.031169 | val_loss: 0.0311781 | Time: 2242.09 ms
[2022-02-13 03:32:33 main:574] : INFO : Epoch 1586 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 2226.97 ms
[2022-02-13 03:32:36 main:574] : INFO : Epoch 1587 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 2152.38 ms
[2022-02-13 03:32:38 main:574] : INFO : Epoch 1588 | loss: 0.0311685 | val_loss: 0.0311835 | Time: 2157.98 ms
[2022-02-13 03:32:40 main:574] : INFO : Epoch 1589 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 2174.82 ms
[2022-02-13 03:32:42 main:574] : INFO : Epoch 1590 | loss: 0.0311708 | val_loss: 0.0311859 | Time: 2149.94 ms
[2022-02-13 03:32:44 main:574] : INFO : Epoch 1591 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 2152.65 ms
[2022-02-13 03:32:46 main:574] : INFO : Epoch 1592 | loss: 0.0311683 | val_loss: 0.031178 | Time: 2145.27 ms
[2022-02-13 03:32:49 main:574] : INFO : Epoch 1593 | loss: 0.031167 | val_loss: 0.0311776 | Time: 2203.28 ms
[2022-02-13 03:32:51 main:574] : INFO : Epoch 1594 | loss: 0.031167 | val_loss: 0.0311804 | Time: 2147.38 ms
[2022-02-13 03:32:53 main:574] : INFO : Epoch 1595 | loss: 0.0311693 | val_loss: 0.0311795 | Time: 2166.19 ms
[2022-02-13 03:32:55 main:574] : INFO : Epoch 1596 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 2123.97 ms
[2022-02-13 03:32:57 main:574] : INFO : Epoch 1597 | loss: 0.0311692 | val_loss: 0.0311803 | Time: 2130.92 ms
[2022-02-13 03:32:59 main:574] : INFO : Epoch 1598 | loss: 0.0311653 | val_loss: 0.0311804 | Time: 2190.19 ms
[2022-02-13 03:33:02 main:574] : INFO : Epoch 1599 | loss: 0.0311666 | val_loss: 0.0311803 | Time: 2156.57 ms
[2022-02-13 03:33:04 main:574] : INFO : Epoch 1600 | loss: 0.031167 | val_loss: 0.0311826 | Time: 2126.01 ms
[2022-02-13 03:33:06 main:574] : INFO : Epoch 1601 | loss: 0.0311695 | val_loss: 0.031178 | Time: 2131.56 ms
[2022-02-13 03:33:08 main:574] : INFO : Epoch 1602 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 2178.56 ms
[2022-02-13 03:33:10 main:574] : INFO : Epoch 1603 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 2173.51 ms
[2022-02-13 03:33:12 main:574] : INFO : Epoch 1604 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 2145.66 ms
[2022-02-13 03:33:15 main:574] : INFO : Epoch 1605 | loss: 0.0311697 | val_loss: 0.0311876 | Time: 2193.14 ms
[2022-02-13 03:33:17 main:574] : INFO : Epoch 1606 | loss: 0.031171 | val_loss: 0.0311767 | Time: 2199.2 ms
[2022-02-13 03:33:19 main:574] : INFO : Epoch 1607 | loss: 0.0311693 | val_loss: 0.0311836 | Time: 2130.34 ms
[2022-02-13 03:33:21 main:574] : INFO : Epoch 1608 | loss: 0.0311673 | val_loss: 0.03118 | Time: 2179.71 ms
[2022-02-13 03:33:23 main:574] : INFO : Epoch 1609 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 2265.28 ms
[2022-02-13 03:33:26 main:574] : INFO : Epoch 1610 | loss: 0.0311668 | val_loss: 0.0311786 | Time: 2299.45 ms
[2022-02-13 03:33:28 main:574] : INFO : Epoch 1611 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 2267.2 ms
[2022-02-13 03:33:30 main:574] : INFO : Epoch 1612 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 2143.09 ms
[2022-02-13 03:33:32 main:574] : INFO : Epoch 1613 | loss: 0.0311662 | val_loss: 0.0311809 | Time: 2169.66 ms
[2022-02-13 03:33:34 main:574] : INFO : Epoch 1614 | loss: 0.0311654 | val_loss: 0.0311805 | Time: 2160.21 ms
[2022-02-13 03:33:37 main:574] : INFO : Epoch 1615 | loss: 0.0311671 | val_loss: 0.0311787 | Time: 2231.5 ms
[2022-02-13 03:33:39 main:574] : INFO : Epoch 1616 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 2154.59 ms
[2022-02-13 03:33:41 main:574] : INFO : Epoch 1617 | loss: 0.0311648 | val_loss: 0.0311826 | Time: 2164.63 ms
[2022-02-13 03:33:43 main:574] : INFO : Epoch 1618 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 2173.57 ms
[2022-02-13 03:33:45 main:574] : INFO : Epoch 1619 | loss: 0.0311839 | val_loss: 0.031187 | Time: 2189.7 ms
[2022-02-13 03:33:48 main:574] : INFO : Epoch 1620 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 2164.54 ms
[2022-02-13 03:33:50 main:574] : INFO : Epoch 1621 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2142.62 ms
[2022-02-13 03:33:52 main:574] : INFO : Epoch 1622 | loss: 0.031174 | val_loss: 0.0311812 | Time: 2185.81 ms
[2022-02-13 03:33:54 main:574] : INFO : Epoch 1623 | loss: 0.0311733 | val_loss: 0.0311823 | Time: 2121.3 ms
[2022-02-13 03:33:56 main:574] : INFO : Epoch 1624 | loss: 0.0311721 | val_loss: 0.03118 | Time: 2148.25 ms
[2022-02-13 03:33:58 main:574] : INFO : Epoch 1625 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 2177.07 ms
[2022-02-13 03:34:01 main:574] : INFO : Epoch 1626 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 2197.54 ms
[2022-02-13 03:34:03 main:574] : INFO : Epoch 1627 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 2150.17 ms
[2022-02-13 03:34:05 main:574] : INFO : Epoch 1628 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 2156.17 ms
[2022-02-13 03:34:07 main:574] : INFO : Epoch 1629 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 2180.39 ms
[2022-02-13 03:34:09 main:574] : INFO : Epoch 1630 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 2103.79 ms
[2022-02-13 03:34:11 main:574] : INFO : Epoch 1631 | loss: 0.0311728 | val_loss: 0.031183 | Time: 2151.42 ms
[2022-02-13 03:34:14 main:574] : INFO : Epoch 1632 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2168.79 ms
[2022-02-13 03:34:16 main:574] : INFO : Epoch 1633 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 2152.52 ms
[2022-02-13 03:34:18 main:574] : INFO : Epoch 1634 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 2127.96 ms
[2022-02-13 03:34:20 main:574] : INFO : Epoch 1635 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 2171.23 ms
[2022-02-13 03:34:22 main:574] : INFO : Epoch 1636 | loss: 0.0311715 | val_loss: 0.0311802 | Time: 2153.64 ms
[2022-02-13 03:34:24 main:574] : INFO : Epoch 1637 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 2147.76 ms
[2022-02-13 03:34:27 main:574] : INFO : Epoch 1638 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 2197.59 ms
[2022-02-13 03:34:29 main:574] : INFO : Epoch 1639 | loss: 0.0311691 | val_loss: 0.0311823 | Time: 2160.84 ms
[2022-02-13 03:34:31 main:574] : INFO : Epoch 1640 | loss: 0.0311684 | val_loss: 0.0311829 | Time: 2191.17 ms
[2022-02-13 03:34:33 main:574] : INFO : Epoch 1641 | loss: 0.0311687 | val_loss: 0.0311813 | Time: 2175.06 ms
[2022-02-13 03:34:35 main:574] : INFO : Epoch 1642 | loss: 0.0311683 | val_loss: 0.0311822 | Time: 2145.76 ms
[2022-02-13 03:34:37 main:574] : INFO : Epoch 1643 | loss: 0.0311682 | val_loss: 0.0311824 | Time: 2201.08 ms
[2022-02-13 03:34:40 main:574] : INFO : Epoch 1644 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 2135.17 ms
[2022-02-13 03:34:42 main:574] : INFO : Epoch 1645 | loss: 0.0311662 | val_loss: 0.0311829 | Time: 2162.66 ms
[2022-02-13 03:34:44 main:574] : INFO : Epoch 1646 | loss: 0.0311659 | val_loss: 0.0311861 | Time: 2218.76 ms
[2022-02-13 03:34:46 main:574] : INFO : Epoch 1647 | loss: 0.0311659 | val_loss: 0.0311824 | Time: 2151.73 ms
[2022-02-13 03:34:48 main:574] : INFO : Epoch 1648 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 2088.36 ms
[2022-02-13 03:34:50 main:574] : INFO : Epoch 1649 | loss: 0.0311686 | val_loss: 0.0311806 | Time: 2200.82 ms
[2022-02-13 03:34:53 main:574] : INFO : Epoch 1650 | loss: 0.031167 | val_loss: 0.0311819 | Time: 2179.71 ms
[2022-02-13 03:34:55 main:574] : INFO : Epoch 1651 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 2152.4 ms
[2022-02-13 03:34:57 main:574] : INFO : Epoch 1652 | loss: 0.0311665 | val_loss: 0.031183 | Time: 2159.14 ms
[2022-02-13 03:34:59 main:574] : INFO : Epoch 1653 | loss: 0.0311666 | val_loss: 0.0311817 | Time: 2125.71 ms
[2022-02-13 03:35:01 main:574] : INFO : Epoch 1654 | loss: 0.0311659 | val_loss: 0.0311838 | Time: 2183.44 ms
[2022-02-13 03:35:03 main:574] : INFO : Epoch 1655 | loss: 0.031166 | val_loss: 0.0311812 | Time: 2149.62 ms
[2022-02-13 03:35:06 main:574] : INFO : Epoch 1656 | loss: 0.0311654 | val_loss: 0.0311817 | Time: 2177.08 ms
[2022-02-13 03:35:08 main:574] : INFO : Epoch 1657 | loss: 0.0311662 | val_loss: 0.0311835 | Time: 2168.92 ms
[2022-02-13 03:35:10 main:574] : INFO : Epoch 1658 | loss: 0.0311658 | val_loss: 0.0311796 | Time: 2126.07 ms
[2022-02-13 03:35:12 main:574] : INFO : Epoch 1659 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 2200.6 ms
[2022-02-13 03:35:14 main:574] : INFO : Epoch 1660 | loss: 0.0311665 | val_loss: 0.0311807 | Time: 2159.88 ms
[2022-02-13 03:35:16 main:574] : INFO : Epoch 1661 | loss: 0.0311655 | val_loss: 0.0311817 | Time: 2142.37 ms
[2022-02-13 03:35:19 main:574] : INFO : Epoch 1662 | loss: 0.0311668 | val_loss: 0.0311826 | Time: 2135.33 ms
[2022-02-13 03:35:21 main:574] : INFO : Epoch 1663 | loss: 0.031166 | val_loss: 0.0311828 | Time: 2209.49 ms
[2022-02-13 03:35:23 main:574] : INFO : Epoch 1664 | loss: 0.0311701 | val_loss: 0.0311819 | Time: 2195.6 ms
[2022-02-13 03:35:25 main:574] : INFO : Epoch 1665 | loss: 0.0311683 | val_loss: 0.0311836 | Time: 2187.13 ms
[2022-02-13 03:35:27 main:574] : INFO : Epoch 1666 | loss: 0.031171 | val_loss: 0.0311822 | Time: 2234.51 ms
[2022-02-13 03:35:30 main:574] : INFO : Epoch 1667 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 2181.57 ms
[2022-02-13 03:35:32 main:574] : INFO : Epoch 1668 | loss: 0.031167 | val_loss: 0.0311796 | Time: 2161.33 ms
[2022-02-13 03:35:34 main:574] : INFO : Epoch 1669 | loss: 0.0311676 | val_loss: 0.0311801 | Time: 2324.08 ms
[2022-02-13 03:35:36 main:574] : INFO : Epoch 1670 | loss: 0.0311694 | val_loss: 0.0311816 | Time: 2277.01 ms
[2022-02-13 03:35:39 main:574] : INFO : Epoch 1671 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 2196.57 ms
[2022-02-13 03:35:41 main:574] : INFO : Epoch 1672 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 2177.19 ms
[2022-02-13 03:35:43 main:574] : INFO : Epoch 1673 | loss: 0.0311748 | val_loss: 0.031184 | Time: 2181.49 ms
[2022-02-13 03:35:45 main:574] : INFO : Epoch 1674 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 2216.58 ms
[2022-02-13 03:35:47 main:574] : INFO : Epoch 1675 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 2173.54 ms
[2022-02-13 03:35:50 main:574] : INFO : Epoch 1676 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 2213.95 ms
[2022-02-13 03:35:52 main:574] : INFO : Epoch 1677 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 2254.41 ms
[2022-02-13 03:35:54 main:574] : INFO : Epoch 1678 | loss: 0.0311742 | val_loss: 0.0311812 | Time: 2215.37 ms
[2022-02-13 03:35:56 main:574] : INFO : Epoch 1679 | loss: 0.031173 | val_loss: 0.03118 | Time: 2207.55 ms
[2022-02-13 03:35:58 main:574] : INFO : Epoch 1680 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 2176.97 ms
[2022-02-13 03:36:01 main:574] : INFO : Epoch 1681 | loss: 0.0311707 | val_loss: 0.0311815 | Time: 2187.92 ms
[2022-02-13 03:36:03 main:574] : INFO : Epoch 1682 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 2246.06 ms
[2022-02-13 03:36:05 main:574] : INFO : Epoch 1683 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 2206.18 ms
[2022-02-13 03:36:07 main:574] : INFO : Epoch 1684 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 2188.69 ms
[2022-02-13 03:36:09 main:574] : INFO : Epoch 1685 | loss: 0.0311728 | val_loss: 0.0311884 | Time: 2171.91 ms
[2022-02-13 03:36:12 main:574] : INFO : Epoch 1686 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 2203.39 ms
[2022-02-13 03:36:14 main:574] : INFO : Epoch 1687 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2196.84 ms
[2022-02-13 03:36:16 main:574] : INFO : Epoch 1688 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 2162.82 ms
[2022-02-13 03:36:18 main:574] : INFO : Epoch 1689 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 2249.52 ms
[2022-02-13 03:36:20 main:574] : INFO : Epoch 1690 | loss: 0.0311723 | val_loss: 0.0311834 | Time: 2148.02 ms
[2022-02-13 03:36:23 main:574] : INFO : Epoch 1691 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 2264.33 ms
[2022-02-13 03:36:25 main:574] : INFO : Epoch 1692 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 2252.34 ms
[2022-02-13 03:36:27 main:574] : INFO : Epoch 1693 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 2301.33 ms
[2022-02-13 03:36:29 main:574] : INFO : Epoch 1694 | loss: 0.0311701 | val_loss: 0.031182 | Time: 2173.79 ms
[2022-02-13 03:36:32 main:574] : INFO : Epoch 1695 | loss: 0.0311728 | val_loss: 0.0311954 | Time: 2186.09 ms
[2022-02-13 03:36:34 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311832 | Time: 2178.97 ms
[2022-02-13 03:36:36 main:574] : INFO : Epoch 1697 | loss: 0.031174 | val_loss: 0.0311826 | Time: 2177.84 ms
[2022-02-13 03:36:38 main:574] : INFO : Epoch 1698 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 2163.63 ms
[2022-02-13 03:36:40 main:574] : INFO : Epoch 1699 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 2233.15 ms
[2022-02-13 03:36:43 main:574] : INFO : Epoch 1700 | loss: 0.0311728 | val_loss: 0.0311839 | Time: 2191.01 ms
[2022-02-13 03:36:45 main:574] : INFO : Epoch 1701 | loss: 0.0311733 | val_loss: 0.0311843 | Time: 2234.17 ms
[2022-02-13 03:36:47 main:574] : INFO : Epoch 1702 | loss: 0.0311725 | val_loss: 0.0311871 | Time: 2189.88 ms
[2022-02-13 03:36:49 main:574] : INFO : Epoch 1703 | loss: 0.0311752 | val_loss: 0.0311841 | Time: 2200.78 ms
[2022-02-13 03:36:52 main:574] : INFO : Epoch 1704 | loss: 0.0311754 | val_loss: 0.031184 | Time: 2192.46 ms
[2022-02-13 03:36:54 main:574] : INFO : Epoch 1705 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 2102.47 ms
[2022-02-13 03:36:56 main:574] : INFO : Epoch 1706 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 2143.7 ms
[2022-02-13 03:36:58 main:574] : INFO : Epoch 1707 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 2159.98 ms
[2022-02-13 03:37:00 main:574] : INFO : Epoch 1708 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 2154.8 ms
[2022-02-13 03:37:02 main:574] : INFO : Epoch 1709 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 2110.02 ms
[2022-02-13 03:37:04 main:574] : INFO : Epoch 1710 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 2283.53 ms
[2022-02-13 03:37:07 main:574] : INFO : Epoch 1711 | loss: 0.0311727 | val_loss: 0.031181 | Time: 2166.29 ms
[2022-02-13 03:37:09 main:574] : INFO : Epoch 1712 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 2148.25 ms
[2022-02-13 03:37:11 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 2170.28 ms
[2022-02-13 03:37:13 main:574] : INFO : Epoch 1714 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 2144.96 ms
[2022-02-13 03:37:15 main:574] : INFO : Epoch 1715 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 2144.66 ms
[2022-02-13 03:37:17 main:574] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 2179.17 ms
[2022-02-13 03:37:20 main:574] : INFO : Epoch 1717 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 2170.24 ms
[2022-02-13 03:37:22 main:574] : INFO : Epoch 1718 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 2156.61 ms
[2022-02-13 03:37:24 main:574] : INFO : Epoch 1719 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 2122.62 ms
[2022-02-13 03:37:26 main:574] : INFO : Epoch 1720 | loss: 0.0311721 | val_loss: 0.0311884 | Time: 2160 ms
[2022-02-13 03:37:28 main:574] : INFO : Epoch 1721 | loss: 0.0311707 | val_loss: 0.0311842 | Time: 2190.53 ms
[2022-02-13 03:37:30 main:574] : INFO : Epoch 1722 | loss: 0.0311691 | val_loss: 0.0311832 | Time: 2186.85 ms
[2022-02-13 03:37:33 main:574] : INFO : Epoch 1723 | loss: 0.0311689 | val_loss: 0.0311796 | Time: 2213.53 ms
[2022-02-13 03:37:35 main:574] : INFO : Epoch 1724 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 2204.85 ms
[2022-02-13 03:37:37 main:574] : INFO : Epoch 1725 | loss: 0.0311683 | val_loss: 0.0311802 | Time: 2190.37 ms
[2022-02-13 03:37:39 main:574] : INFO : Epoch 1726 | loss: 0.031168 | val_loss: 0.03118 | Time: 2198.84 ms
[2022-02-13 03:37:41 main:574] : INFO : Epoch 1727 | loss: 0.0311678 | val_loss: 0.0311797 | Time: 2091.79 ms
[2022-02-13 03:37:44 main:574] : INFO : Epoch 1728 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 2137.56 ms
[2022-02-13 03:37:46 main:574] : INFO : Epoch 1729 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 2141.35 ms
[2022-02-13 03:37:48 main:574] : INFO : Epoch 1730 | loss: 0.0311662 | val_loss: 0.0311808 | Time: 2184.8 ms
[2022-02-13 03:37:50 main:574] : INFO : Epoch 1731 | loss: 0.0311662 | val_loss: 0.0311822 | Time: 2147.97 ms
[2022-02-13 03:37:52 main:574] : INFO : Epoch 1732 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 2121.91 ms
[2022-02-13 03:37:54 main:574] : INFO : Epoch 1733 | loss: 0.0311667 | val_loss: 0.0311854 | Time: 2236.02 ms
[2022-02-13 03:37:57 main:574] : INFO : Epoch 1734 | loss: 0.0311677 | val_loss: 0.03118 | Time: 2146.58 ms
[2022-02-13 03:37:59 main:574] : INFO : Epoch 1735 | loss: 0.031169 | val_loss: 0.0311815 | Time: 2150.16 ms
[2022-02-13 03:38:01 main:574] : INFO : Epoch 1736 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 2165.38 ms
[2022-02-13 03:38:03 main:574] : INFO : Epoch 1737 | loss: 0.031171 | val_loss: 0.0311821 | Time: 2183.49 ms
[2022-02-13 03:38:05 main:574] : INFO : Epoch 1738 | loss: 0.0311698 | val_loss: 0.0311833 | Time: 2170.57 ms
[2022-02-13 03:38:07 main:574] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.0311807 | Time: 2149.09 ms
[2022-02-13 03:38:10 main:574] : INFO : Epoch 1740 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 2103.84 ms
[2022-02-13 03:38:12 main:574] : INFO : Epoch 1741 | loss: 0.0311686 | val_loss: 0.0311831 | Time: 2196.37 ms
[2022-02-13 03:38:14 main:574] : INFO : Epoch 1742 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 2191.77 ms
[2022-02-13 03:38:16 main:574] : INFO : Epoch 1743 | loss: 0.0311697 | val_loss: 0.031181 | Time: 2158.32 ms
[2022-02-13 03:38:18 main:574] : INFO : Epoch 1744 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 2196.93 ms
[2022-02-13 03:38:20 main:574] : INFO : Epoch 1745 | loss: 0.031169 | val_loss: 0.0311821 | Time: 2190.23 ms
[2022-02-13 03:38:23 main:574] : INFO : Epoch 1746 | loss: 0.0311666 | val_loss: 0.0311816 | Time: 2206.19 ms
[2022-02-13 03:38:25 main:574] : INFO : Epoch 1747 | loss: 0.0311656 | val_loss: 0.0311822 | Time: 2195.49 ms
[2022-02-13 03:38:27 main:574] : INFO : Epoch 1748 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 2238.39 ms
[2022-02-13 03:38:29 main:574] : INFO : Epoch 1749 | loss: 0.0311678 | val_loss: 0.0311834 | Time: 2224.35 ms
[2022-02-13 03:38:32 main:574] : INFO : Epoch 1750 | loss: 0.0311677 | val_loss: 0.0311817 | Time: 2196.09 ms
[2022-02-13 03:38:34 main:574] : INFO : Epoch 1751 | loss: 0.031167 | val_loss: 0.0311823 | Time: 2211.3 ms
[2022-02-13 03:38:36 main:574] : INFO : Epoch 1752 | loss: 0.0311668 | val_loss: 0.0311819 | Time: 2241.76 ms
[2022-02-13 03:38:38 main:574] : INFO : Epoch 1753 | loss: 0.0311672 | val_loss: 0.0311827 | Time: 2180.7 ms
[2022-02-13 03:38:40 main:574] : INFO : Epoch 1754 | loss: 0.0311705 | val_loss: 0.0311902 | Time: 2243.05 ms
[2022-02-13 03:38:43 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 2204.66 ms
[2022-02-13 03:38:45 main:574] : INFO : Epoch 1756 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 2214.14 ms
[2022-02-13 03:38:47 main:574] : INFO : Epoch 1757 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 2206.99 ms
[2022-02-13 03:38:49 main:574] : INFO : Epoch 1758 | loss: 0.0311669 | val_loss: 0.0311836 | Time: 2164.63 ms
[2022-02-13 03:38:51 main:574] : INFO : Epoch 1759 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 2178.6 ms
[2022-02-13 03:38:54 main:574] : INFO : Epoch 1760 | loss: 0.0311662 | val_loss: 0.0311808 | Time: 2210.69 ms
[2022-02-13 03:38:56 main:574] : INFO : Epoch 1761 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 2213.13 ms
[2022-02-13 03:38:58 main:574] : INFO : Epoch 1762 | loss: 0.0311685 | val_loss: 0.0311857 | Time: 2245.56 ms
[2022-02-13 03:39:00 main:574] : INFO : Epoch 1763 | loss: 0.0311707 | val_loss: 0.0311839 | Time: 2189.54 ms
[2022-02-13 03:39:03 main:574] : INFO : Epoch 1764 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 2174.7 ms
[2022-02-13 03:39:05 main:574] : INFO : Epoch 1765 | loss: 0.0311684 | val_loss: 0.031185 | Time: 2233.93 ms
[2022-02-13 03:39:07 main:574] : INFO : Epoch 1766 | loss: 0.0311678 | val_loss: 0.0311819 | Time: 2212.88 ms
[2022-02-13 03:39:09 main:574] : INFO : Epoch 1767 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 2177.44 ms
[2022-02-13 03:39:11 main:574] : INFO : Epoch 1768 | loss: 0.0311685 | val_loss: 0.0311807 | Time: 2209.68 ms
[2022-02-13 03:39:14 main:574] : INFO : Epoch 1769 | loss: 0.0311692 | val_loss: 0.0311846 | Time: 2230.34 ms
[2022-02-13 03:39:16 main:574] : INFO : Epoch 1770 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 2230.65 ms
[2022-02-13 03:39:18 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311843 | Time: 2242.68 ms
[2022-02-13 03:39:20 main:574] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 2256.02 ms
[2022-02-13 03:39:23 main:574] : INFO : Epoch 1773 | loss: 0.0311742 | val_loss: 0.0311874 | Time: 2206.08 ms
[2022-02-13 03:39:25 main:574] : INFO : Epoch 1774 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 2210.08 ms
[2022-02-13 03:39:27 main:574] : INFO : Epoch 1775 | loss: 0.0311764 | val_loss: 0.0311843 | Time: 2213.64 ms
[2022-02-13 03:39:29 main:574] : INFO : Epoch 1776 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 2156.33 ms
[2022-02-13 03:39:31 main:574] : INFO : Epoch 1777 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 2203.52 ms
[2022-02-13 03:39:34 main:574] : INFO : Epoch 1778 | loss: 0.0311743 | val_loss: 0.0311845 | Time: 2173.12 ms
[2022-02-13 03:39:36 main:574] : INFO : Epoch 1779 | loss: 0.0311723 | val_loss: 0.0311833 | Time: 2190.93 ms
[2022-02-13 03:39:38 main:574] : INFO : Epoch 1780 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2226.07 ms
[2022-02-13 03:39:40 main:574] : INFO : Epoch 1781 | loss: 0.0311717 | val_loss: 0.0311832 | Time: 2153.83 ms
[2022-02-13 03:39:42 main:574] : INFO : Epoch 1782 | loss: 0.0311714 | val_loss: 0.0311828 | Time: 2146.97 ms
[2022-02-13 03:39:44 main:574] : INFO : Epoch 1783 | loss: 0.031173 | val_loss: 0.0311857 | Time: 2153.36 ms
[2022-02-13 03:39:47 main:574] : INFO : Epoch 1784 | loss: 0.0311717 | val_loss: 0.0311841 | Time: 2164.59 ms
[2022-02-13 03:39:49 main:574] : INFO : Epoch 1785 | loss: 0.031172 | val_loss: 0.0311817 | Time: 2181.39 ms
[2022-02-13 03:39:51 main:574] : INFO : Epoch 1786 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 2239.41 ms
[2022-02-13 03:39:53 main:574] : INFO : Epoch 1787 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2268.28 ms
[2022-02-13 03:39:56 main:574] : INFO : Epoch 1788 | loss: 0.0311753 | val_loss: 0.0311961 | Time: 2272.53 ms
[2022-02-13 03:39:58 main:574] : INFO : Epoch 1789 | loss: 0.0311766 | val_loss: 0.0311879 | Time: 2243.64 ms
[2022-02-13 03:40:00 main:574] : INFO : Epoch 1790 | loss: 0.031174 | val_loss: 0.031181 | Time: 2219.06 ms
[2022-02-13 03:40:02 main:574] : INFO : Epoch 1791 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 2195.97 ms
[2022-02-13 03:40:05 main:574] : INFO : Epoch 1792 | loss: 0.0311745 | val_loss: 0.0311858 | Time: 2225.76 ms
[2022-02-13 03:40:07 main:574] : INFO : Epoch 1793 | loss: 0.031173 | val_loss: 0.0311811 | Time: 2181.69 ms
[2022-02-13 03:40:09 main:574] : INFO : Epoch 1794 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 2256.17 ms
[2022-02-13 03:40:11 main:574] : INFO : Epoch 1795 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 2219.72 ms
[2022-02-13 03:40:13 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.0311847 | Time: 2235.99 ms
[2022-02-13 03:40:16 main:574] : INFO : Epoch 1797 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 2261.35 ms
[2022-02-13 03:40:18 main:574] : INFO : Epoch 1798 | loss: 0.031172 | val_loss: 0.0311804 | Time: 2177.3 ms
[2022-02-13 03:40:20 main:574] : INFO : Epoch 1799 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2169.69 ms
[2022-02-13 03:40:22 main:574] : INFO : Epoch 1800 | loss: 0.0311694 | val_loss: 0.0311848 | Time: 2254.16 ms
[2022-02-13 03:40:25 main:574] : INFO : Epoch 1801 | loss: 0.0311701 | val_loss: 0.0311833 | Time: 2201.68 ms
[2022-02-13 03:40:27 main:574] : INFO : Epoch 1802 | loss: 0.0311699 | val_loss: 0.03118 | Time: 2269.66 ms
[2022-02-13 03:40:29 main:574] : INFO : Epoch 1803 | loss: 0.0311673 | val_loss: 0.0311801 | Time: 2179.53 ms
[2022-02-13 03:40:31 main:574] : INFO : Epoch 1804 | loss: 0.031167 | val_loss: 0.0311805 | Time: 2183.66 ms
[2022-02-13 03:40:33 main:574] : INFO : Epoch 1805 | loss: 0.0311703 | val_loss: 0.031182 | Time: 2243.84 ms
[2022-02-13 03:40:36 main:574] : INFO : Epoch 1806 | loss: 0.0311733 | val_loss: 0.0311839 | Time: 2162.02 ms
[2022-02-13 03:40:38 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2217.04 ms
[2022-02-13 03:40:40 main:574] : INFO : Epoch 1808 | loss: 0.0311715 | val_loss: 0.0311856 | Time: 2210.82 ms
[2022-02-13 03:40:42 main:574] : INFO : Epoch 1809 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 2210.54 ms
[2022-02-13 03:40:44 main:574] : INFO : Epoch 1810 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 2178.44 ms
[2022-02-13 03:40:47 main:574] : INFO : Epoch 1811 | loss: 0.0311678 | val_loss: 0.0311799 | Time: 2207.02 ms
[2022-02-13 03:40:49 main:574] : INFO : Epoch 1812 | loss: 0.031168 | val_loss: 0.0311827 | Time: 2146.1 ms
[2022-02-13 03:40:51 main:574] : INFO : Epoch 1813 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 2148.38 ms
[2022-02-13 03:40:53 main:574] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 2131.99 ms
[2022-02-13 03:40:55 main:574] : INFO : Epoch 1815 | loss: 0.0311681 | val_loss: 0.0311841 | Time: 2205.45 ms
[2022-02-13 03:40:58 main:574] : INFO : Epoch 1816 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 2315.05 ms
[2022-02-13 03:41:00 main:574] : INFO : Epoch 1817 | loss: 0.0311679 | val_loss: 0.0311856 | Time: 2280.44 ms
[2022-02-13 03:41:02 main:574] : INFO : Epoch 1818 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 2177.29 ms
[2022-02-13 03:41:04 main:574] : INFO : Epoch 1819 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 2185.8 ms
[2022-02-13 03:41:07 main:574] : INFO : Epoch 1820 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 2176.71 ms
[2022-02-13 03:41:09 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311803 | Time: 2121.43 ms
[2022-02-13 03:41:11 main:574] : INFO : Epoch 1822 | loss: 0.0311665 | val_loss: 0.0311806 | Time: 2115.15 ms
[2022-02-13 03:41:13 main:574] : INFO : Epoch 1823 | loss: 0.0311672 | val_loss: 0.0311831 | Time: 2180.65 ms
[2022-02-13 03:41:15 main:574] : INFO : Epoch 1824 | loss: 0.0311673 | val_loss: 0.0311806 | Time: 2138.66 ms
[2022-02-13 03:41:17 main:574] : INFO : Epoch 1825 | loss: 0.0311654 | val_loss: 0.0311809 | Time: 2095.57 ms
[2022-02-13 03:41:19 main:574] : INFO : Epoch 1826 | loss: 0.0311688 | val_loss: 0.0311862 | Time: 2115.62 ms
[2022-02-13 03:41:21 main:574] : INFO : Epoch 1827 | loss: 0.0311662 | val_loss: 0.0311817 | Time: 2111.35 ms
[2022-02-13 03:41:24 main:574] : INFO : Epoch 1828 | loss: 0.0311667 | val_loss: 0.0311808 | Time: 2137.77 ms
[2022-02-13 03:41:26 main:574] : INFO : Epoch 1829 | loss: 0.031168 | val_loss: 0.0311859 | Time: 2117.26 ms
[2022-02-13 03:41:28 main:574] : INFO : Epoch 1830 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 2119.82 ms
[2022-02-13 03:41:30 main:574] : INFO : Epoch 1831 | loss: 0.0311689 | val_loss: 0.0311861 | Time: 2094.63 ms
[2022-02-13 03:41:32 main:574] : INFO : Epoch 1832 | loss: 0.031169 | val_loss: 0.0311846 | Time: 2127.97 ms
[2022-02-13 03:41:34 main:574] : INFO : Epoch 1833 | loss: 0.0311676 | val_loss: 0.0311804 | Time: 2177.1 ms
[2022-02-13 03:41:36 main:574] : INFO : Epoch 1834 | loss: 0.0311668 | val_loss: 0.031178 | Time: 2120.62 ms
[2022-02-13 03:41:39 main:574] : INFO : Epoch 1835 | loss: 0.0311702 | val_loss: 0.03118 | Time: 2166.32 ms
[2022-02-13 03:41:41 main:574] : INFO : Epoch 1836 | loss: 0.0311703 | val_loss: 0.0311791 | Time: 2135.1 ms
[2022-02-13 03:41:43 main:574] : INFO : Epoch 1837 | loss: 0.0311699 | val_loss: 0.0311815 | Time: 2075.6 ms
[2022-02-13 03:41:45 main:574] : INFO : Epoch 1838 | loss: 0.0311683 | val_loss: 0.0311797 | Time: 2128.85 ms
[2022-02-13 03:41:47 main:574] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.0311854 | Time: 2073.75 ms
[2022-02-13 03:41:49 main:574] : INFO : Epoch 1840 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 2080.27 ms
[2022-02-13 03:41:51 main:574] : INFO : Epoch 1841 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 2072.01 ms
[2022-02-13 03:41:53 main:574] : INFO : Epoch 1842 | loss: 0.0311663 | val_loss: 0.0311795 | Time: 2168.03 ms
[2022-02-13 03:41:55 main:574] : INFO : Epoch 1843 | loss: 0.0311681 | val_loss: 0.0311816 | Time: 2140.88 ms
[2022-02-13 03:41:58 main:574] : INFO : Epoch 1844 | loss: 0.0311667 | val_loss: 0.0311823 | Time: 2118.58 ms
[2022-02-13 03:42:00 main:574] : INFO : Epoch 1845 | loss: 0.0311667 | val_loss: 0.0311791 | Time: 2141.76 ms
[2022-02-13 03:42:02 main:574] : INFO : Epoch 1846 | loss: 0.0311657 | val_loss: 0.0311801 | Time: 2117.22 ms
[2022-02-13 03:42:04 main:574] : INFO : Epoch 1847 | loss: 0.031166 | val_loss: 0.0311811 | Time: 2143.13 ms
[2022-02-13 03:42:06 main:574] : INFO : Epoch 1848 | loss: 0.0311644 | val_loss: 0.0311789 | Time: 2105.87 ms
[2022-02-13 03:42:08 main:574] : INFO : Epoch 1849 | loss: 0.0311648 | val_loss: 0.03118 | Time: 2104.7 ms
[2022-02-13 03:42:10 main:574] : INFO : Epoch 1850 | loss: 0.0311643 | val_loss: 0.0311856 | Time: 2109.77 ms
[2022-02-13 03:42:12 main:574] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311807 | Time: 2105.9 ms
[2022-02-13 03:42:15 main:574] : INFO : Epoch 1852 | loss: 0.0311639 | val_loss: 0.0311803 | Time: 2123.32 ms
[2022-02-13 03:42:17 main:574] : INFO : Epoch 1853 | loss: 0.0311629 | val_loss: 0.0311809 | Time: 2112.15 ms
[2022-02-13 03:42:19 main:574] : INFO : Epoch 1854 | loss: 0.0311627 | val_loss: 0.0311813 | Time: 2052.65 ms
[2022-02-13 03:42:21 main:574] : INFO : Epoch 1855 | loss: 0.0311631 | val_loss: 0.0311824 | Time: 2061.38 ms
[2022-02-13 03:42:23 main:574] : INFO : Epoch 1856 | loss: 0.0311663 | val_loss: 0.0311806 | Time: 2089.48 ms
[2022-02-13 03:42:25 main:574] : INFO : Epoch 1857 | loss: 0.031167 | val_loss: 0.0311859 | Time: 2219.49 ms
[2022-02-13 03:42:37 main:574] : INFO : Epoch 1858 | loss: 0.0311665 | val_loss: 0.0311829 | Time: 12074.8 ms
[2022-02-13 03:42:39 main:574] : INFO : Epoch 1859 | loss: 0.0311652 | val_loss: 0.0311804 | Time: 2098.17 ms
[2022-02-13 03:42:41 main:574] : INFO : Epoch 1860 | loss: 0.0311657 | val_loss: 0.0311895 | Time: 2100.76 ms
[2022-02-13 03:42:44 main:574] : INFO : Epoch 1861 | loss: 0.0311644 | val_loss: 0.0311832 | Time: 2133.92 ms
[2022-02-13 03:42:46 main:574] : INFO : Epoch 1862 | loss: 0.0311631 | val_loss: 0.0311809 | Time: 2112.99 ms
[2022-02-13 03:42:48 main:574] : INFO : Epoch 1863 | loss: 0.0311621 | val_loss: 0.0311829 | Time: 2125.83 ms
[2022-02-13 03:42:50 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311823 | Time: 2055.02 ms
[2022-02-13 03:42:52 main:574] : INFO : Epoch 1865 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 2115.82 ms
[2022-02-13 03:42:54 main:574] : INFO : Epoch 1866 | loss: 0.0311616 | val_loss: 0.031181 | Time: 2123.01 ms
[2022-02-13 03:42:56 main:574] : INFO : Epoch 1867 | loss: 0.0311619 | val_loss: 0.0311819 | Time: 2115.94 ms
[2022-02-13 03:42:58 main:574] : INFO : Epoch 1868 | loss: 0.0311618 | val_loss: 0.031182 | Time: 2161.62 ms
[2022-02-13 03:43:01 main:574] : INFO : Epoch 1869 | loss: 0.0311616 | val_loss: 0.0311831 | Time: 2098.71 ms
[2022-02-13 03:43:03 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311812 | Time: 2107.37 ms
[2022-02-13 03:43:05 main:574] : INFO : Epoch 1871 | loss: 0.0311609 | val_loss: 0.0311808 | Time: 2080.34 ms
[2022-02-13 03:43:07 main:574] : INFO : Epoch 1872 | loss: 0.0311628 | val_loss: 0.0311792 | Time: 2149.68 ms
[2022-02-13 03:43:09 main:574] : INFO : Epoch 1873 | loss: 0.0311619 | val_loss: 0.0311842 | Time: 2088.11 ms
[2022-02-13 03:43:11 main:574] : INFO : Epoch 1874 | loss: 0.0311621 | val_loss: 0.0311814 | Time: 2150.34 ms
[2022-02-13 03:43:13 main:574] : INFO : Epoch 1875 | loss: 0.0311614 | val_loss: 0.0311845 | Time: 2165.53 ms
[2022-02-13 03:43:16 main:574] : INFO : Epoch 1876 | loss: 0.0311653 | val_loss: 0.0311873 | Time: 2151.99 ms
[2022-02-13 03:43:18 main:574] : INFO : Epoch 1877 | loss: 0.0311657 | val_loss: 0.0311835 | Time: 2098.82 ms
[2022-02-13 03:43:20 main:574] : INFO : Epoch 1878 | loss: 0.0311629 | val_loss: 0.0311816 | Time: 2112.57 ms
[2022-02-13 03:43:22 main:574] : INFO : Epoch 1879 | loss: 0.0311629 | val_loss: 0.0311831 | Time: 2306.28 ms
[2022-02-13 03:43:24 main:574] : INFO : Epoch 1880 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 2166.02 ms
[2022-02-13 03:43:26 main:574] : INFO : Epoch 1881 | loss: 0.031164 | val_loss: 0.0311782 | Time: 2225.94 ms
[2022-02-13 03:43:29 main:574] : INFO : Epoch 1882 | loss: 0.0311634 | val_loss: 0.0311825 | Time: 2181.34 ms
[2022-02-13 03:43:31 main:574] : INFO : Epoch 1883 | loss: 0.0311666 | val_loss: 0.0311847 | Time: 2169.54 ms
[2022-02-13 03:43:33 main:574] : INFO : Epoch 1884 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 2185.86 ms
[2022-02-13 03:43:35 main:574] : INFO : Epoch 1885 | loss: 0.0311634 | val_loss: 0.0311759 | Time: 2300.62 ms
[2022-02-13 03:43:38 main:574] : INFO : Epoch 1886 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 2310.81 ms
[2022-02-13 03:43:40 main:574] : INFO : Epoch 1887 | loss: 0.0311672 | val_loss: 0.0311806 | Time: 2287.74 ms
[2022-02-13 03:43:42 main:574] : INFO : Epoch 1888 | loss: 0.0311644 | val_loss: 0.031182 | Time: 2170.03 ms
[2022-02-13 03:43:44 main:574] : INFO : Epoch 1889 | loss: 0.0311622 | val_loss: 0.0311784 | Time: 2171.76 ms
[2022-02-13 03:43:46 main:574] : INFO : Epoch 1890 | loss: 0.0311614 | val_loss: 0.0311795 | Time: 2185.98 ms
[2022-02-13 03:43:49 main:574] : INFO : Epoch 1891 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 2236.95 ms
[2022-02-13 03:43:51 main:574] : INFO : Epoch 1892 | loss: 0.0311638 | val_loss: 0.0311786 | Time: 2241.51 ms
[2022-02-13 03:43:53 main:574] : INFO : Epoch 1893 | loss: 0.031165 | val_loss: 0.0311803 | Time: 2171.47 ms
[2022-02-13 03:43:55 main:574] : INFO : Epoch 1894 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 2227.83 ms
[2022-02-13 03:43:58 main:574] : INFO : Epoch 1895 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 2263.11 ms
[2022-02-13 03:44:00 main:574] : INFO : Epoch 1896 | loss: 0.031162 | val_loss: 0.0311769 | Time: 2244 ms
[2022-02-13 03:44:02 main:574] : INFO : Epoch 1897 | loss: 0.0311672 | val_loss: 0.0311826 | Time: 2233.74 ms
[2022-02-13 03:44:04 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.0311765 | Time: 2213.39 ms
[2022-02-13 03:44:07 main:574] : INFO : Epoch 1899 | loss: 0.0311658 | val_loss: 0.0311798 | Time: 2237.11 ms
[2022-02-13 03:44:09 main:574] : INFO : Epoch 1900 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 2161.7 ms
[2022-02-13 03:44:11 main:574] : INFO : Epoch 1901 | loss: 0.031165 | val_loss: 0.0311787 | Time: 2208.5 ms
[2022-02-13 03:44:13 main:574] : INFO : Epoch 1902 | loss: 0.0311634 | val_loss: 0.0311797 | Time: 2180.11 ms
[2022-02-13 03:44:15 main:574] : INFO : Epoch 1903 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 2159.15 ms
[2022-02-13 03:44:18 main:574] : INFO : Epoch 1904 | loss: 0.0311646 | val_loss: 0.0311805 | Time: 2158.32 ms
[2022-02-13 03:44:20 main:574] : INFO : Epoch 1905 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 2211.19 ms
[2022-02-13 03:44:22 main:574] : INFO : Epoch 1906 | loss: 0.0311648 | val_loss: 0.0311829 | Time: 2164.98 ms
[2022-02-13 03:44:24 main:574] : INFO : Epoch 1907 | loss: 0.031166 | val_loss: 0.0311797 | Time: 2239.08 ms
[2022-02-13 03:44:26 main:574] : INFO : Epoch 1908 | loss: 0.0311653 | val_loss: 0.0311829 | Time: 2179.72 ms
[2022-02-13 03:44:29 main:574] : INFO : Epoch 1909 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 2215.56 ms
[2022-02-13 03:44:31 main:574] : INFO : Epoch 1910 | loss: 0.0311675 | val_loss: 0.031179 | Time: 2220.62 ms
[2022-02-13 03:44:33 main:574] : INFO : Epoch 1911 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 2179.28 ms
[2022-02-13 03:44:35 main:574] : INFO : Epoch 1912 | loss: 0.0311662 | val_loss: 0.031178 | Time: 2206.01 ms
[2022-02-13 03:44:37 main:574] : INFO : Epoch 1913 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 2235.91 ms
[2022-02-13 03:44:40 main:574] : INFO : Epoch 1914 | loss: 0.0311653 | val_loss: 0.0311773 | Time: 2218.47 ms
[2022-02-13 03:44:42 main:574] : INFO : Epoch 1915 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 2173.2 ms
[2022-02-13 03:44:44 main:574] : INFO : Epoch 1916 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 2201.7 ms
[2022-02-13 03:44:46 main:574] : INFO : Epoch 1917 | loss: 0.0311647 | val_loss: 0.031181 | Time: 2211.22 ms
[2022-02-13 03:44:48 main:574] : INFO : Epoch 1918 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 2168.3 ms
[2022-02-13 03:44:51 main:574] : INFO : Epoch 1919 | loss: 0.0311637 | val_loss: 0.03118 | Time: 2258.15 ms
[2022-02-13 03:44:53 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 2195.7 ms
[2022-02-13 03:44:55 main:574] : INFO : Epoch 1921 | loss: 0.031162 | val_loss: 0.0311796 | Time: 2189.99 ms
[2022-02-13 03:44:57 main:574] : INFO : Epoch 1922 | loss: 0.0311627 | val_loss: 0.0311763 | Time: 2295.6 ms
[2022-02-13 03:45:00 main:574] : INFO : Epoch 1923 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 2211.12 ms
[2022-02-13 03:45:02 main:574] : INFO : Epoch 1924 | loss: 0.0311613 | val_loss: 0.0311798 | Time: 2202.32 ms
[2022-02-13 03:45:04 main:574] : INFO : Epoch 1925 | loss: 0.0311643 | val_loss: 0.031177 | Time: 2190.45 ms
[2022-02-13 03:45:06 main:574] : INFO : Epoch 1926 | loss: 0.0311632 | val_loss: 0.0311792 | Time: 2201.91 ms
[2022-02-13 03:45:08 main:574] : INFO : Epoch 1927 | loss: 0.0311634 | val_loss: 0.0311822 | Time: 2178.39 ms
[2022-02-13 03:45:11 main:574] : INFO : Epoch 1928 | loss: 0.0311665 | val_loss: 0.0311797 | Time: 2234.82 ms
[2022-02-13 03:45:13 main:574] : INFO : Epoch 1929 | loss: 0.031165 | val_loss: 0.0311776 | Time: 2168.06 ms
[2022-02-13 03:45:15 main:574] : INFO : Epoch 1930 | loss: 0.0311626 | val_loss: 0.0311778 | Time: 2231.71 ms
[2022-02-13 03:45:17 main:574] : INFO : Epoch 1931 | loss: 0.0311617 | val_loss: 0.0311794 | Time: 2206.56 ms
[2022-02-13 03:45:20 main:574] : INFO : Epoch 1932 | loss: 0.0311645 | val_loss: 0.0311816 | Time: 2242.53 ms
[2022-02-13 03:45:22 main:574] : INFO : Epoch 1933 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 2210.95 ms
[2022-02-13 03:45:24 main:574] : INFO : Epoch 1934 | loss: 0.0311627 | val_loss: 0.0311793 | Time: 2237.86 ms
[2022-02-13 03:45:26 main:574] : INFO : Epoch 1935 | loss: 0.0311615 | val_loss: 0.0311772 | Time: 2202.12 ms
[2022-02-13 03:45:28 main:574] : INFO : Epoch 1936 | loss: 0.0311608 | val_loss: 0.0311766 | Time: 2208.77 ms
[2022-02-13 03:45:31 main:574] : INFO : Epoch 1937 | loss: 0.0311613 | val_loss: 0.0311761 | Time: 2245.37 ms
[2022-02-13 03:45:33 main:574] : INFO : Epoch 1938 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 2190.69 ms
[2022-02-13 03:45:35 main:574] : INFO : Epoch 1939 | loss: 0.0311615 | val_loss: 0.0311781 | Time: 2229.01 ms
[2022-02-13 03:45:37 main:574] : INFO : Epoch 1940 | loss: 0.031162 | val_loss: 0.0311754 | Time: 2256.34 ms
[2022-02-13 03:45:40 main:574] : INFO : Epoch 1941 | loss: 0.0311612 | val_loss: 0.0311764 | Time: 2212.31 ms
[2022-02-13 03:45:42 main:574] : INFO : Epoch 1942 | loss: 0.0311608 | val_loss: 0.0311785 | Time: 2215.07 ms
[2022-02-13 03:45:44 main:574] : INFO : Epoch 1943 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 2230.01 ms
[2022-02-13 03:45:46 main:574] : INFO : Epoch 1944 | loss: 0.0311626 | val_loss: 0.0311779 | Time: 2212.23 ms
[2022-02-13 03:45:48 main:574] : INFO : Epoch 1945 | loss: 0.0311652 | val_loss: 0.0311825 | Time: 2221.92 ms
[2022-02-13 03:45:51 main:574] : INFO : Epoch 1946 | loss: 0.0311633 | val_loss: 0.0311807 | Time: 2204.56 ms
[2022-02-13 03:45:53 main:574] : INFO : Epoch 1947 | loss: 0.0311706 | val_loss: 0.0311815 | Time: 2190.86 ms
[2022-02-13 03:45:55 main:574] : INFO : Epoch 1948 | loss: 0.0311723 | val_loss: 0.0311836 | Time: 2260 ms
[2022-02-13 03:45:57 main:574] : INFO : Epoch 1949 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 2183.05 ms
[2022-02-13 03:46:00 main:574] : INFO : Epoch 1950 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2242.15 ms
[2022-02-13 03:46:02 main:574] : INFO : Epoch 1951 | loss: 0.0311706 | val_loss: 0.031182 | Time: 2184.36 ms
[2022-02-13 03:46:04 main:574] : INFO : Epoch 1952 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 2238.78 ms
[2022-02-13 03:46:06 main:574] : INFO : Epoch 1953 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 2194.22 ms
[2022-02-13 03:46:08 main:574] : INFO : Epoch 1954 | loss: 0.0311666 | val_loss: 0.0311773 | Time: 2252.26 ms
[2022-02-13 03:46:11 main:574] : INFO : Epoch 1955 | loss: 0.0311669 | val_loss: 0.031177 | Time: 2158.12 ms
[2022-02-13 03:46:13 main:574] : INFO : Epoch 1956 | loss: 0.0311659 | val_loss: 0.031178 | Time: 2239.05 ms
[2022-02-13 03:46:15 main:574] : INFO : Epoch 1957 | loss: 0.031165 | val_loss: 0.0311766 | Time: 2184.47 ms
[2022-02-13 03:46:17 main:574] : INFO : Epoch 1958 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 2194.66 ms
[2022-02-13 03:46:19 main:574] : INFO : Epoch 1959 | loss: 0.0311645 | val_loss: 0.0311789 | Time: 2203.27 ms
[2022-02-13 03:46:22 main:574] : INFO : Epoch 1960 | loss: 0.03117 | val_loss: 0.0311784 | Time: 2170.03 ms
[2022-02-13 03:46:24 main:574] : INFO : Epoch 1961 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2199.73 ms
[2022-02-13 03:46:26 main:574] : INFO : Epoch 1962 | loss: 0.0311659 | val_loss: 0.0311803 | Time: 2226.64 ms
[2022-02-13 03:46:28 main:574] : INFO : Epoch 1963 | loss: 0.0311671 | val_loss: 0.0311833 | Time: 2266.65 ms
[2022-02-13 03:46:31 main:574] : INFO : Epoch 1964 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 2201.79 ms
[2022-02-13 03:46:33 main:574] : INFO : Epoch 1965 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 2197.62 ms
[2022-02-13 03:46:35 main:574] : INFO : Epoch 1966 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 2213.66 ms
[2022-02-13 03:46:37 main:574] : INFO : Epoch 1967 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 2184.86 ms
[2022-02-13 03:46:39 main:574] : INFO : Epoch 1968 | loss: 0.031165 | val_loss: 0.0311789 | Time: 2171.3 ms
[2022-02-13 03:46:42 main:574] : INFO : Epoch 1969 | loss: 0.0311663 | val_loss: 0.0311793 | Time: 2206.62 ms
[2022-02-13 03:46:44 main:574] : INFO : Epoch 1970 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 2242.06 ms
[2022-02-13 03:46:46 main:574] : INFO : Epoch 1971 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 2161.25 ms
[2022-02-13 03:46:48 main:574] : INFO : Epoch 1972 | loss: 0.0311674 | val_loss: 0.0311809 | Time: 2153.82 ms
[2022-02-13 03:46:50 main:574] : INFO : Epoch 1973 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 2157.71 ms
[2022-02-13 03:46:53 main:574] : INFO : Epoch 1974 | loss: 0.031165 | val_loss: 0.0311776 | Time: 2230.25 ms
[2022-02-13 03:46:55 main:574] : INFO : Epoch 1975 | loss: 0.0311661 | val_loss: 0.0311792 | Time: 2227.97 ms
[2022-02-13 03:46:57 main:574] : INFO : Epoch 1976 | loss: 0.0311647 | val_loss: 0.0311802 | Time: 2191.3 ms
[2022-02-13 03:46:59 main:574] : INFO : Epoch 1977 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 2155.77 ms
[2022-02-13 03:47:01 main:574] : INFO : Epoch 1978 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 2245.66 ms
[2022-02-13 03:47:04 main:574] : INFO : Epoch 1979 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 2153.38 ms
[2022-02-13 03:47:06 main:574] : INFO : Epoch 1980 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 2199.19 ms
[2022-02-13 03:47:08 main:574] : INFO : Epoch 1981 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 2153.91 ms
[2022-02-13 03:47:10 main:574] : INFO : Epoch 1982 | loss: 0.0311634 | val_loss: 0.0311825 | Time: 2195.77 ms
[2022-02-13 03:47:12 main:574] : INFO : Epoch 1983 | loss: 0.0311625 | val_loss: 0.031183 | Time: 2151.6 ms
[2022-02-13 03:47:14 main:574] : INFO : Epoch 1984 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 2189.15 ms
[2022-02-13 03:47:17 main:574] : INFO : Epoch 1985 | loss: 0.0311614 | val_loss: 0.031179 | Time: 2260.77 ms
[2022-02-13 03:47:19 main:574] : INFO : Epoch 1986 | loss: 0.0311624 | val_loss: 0.0311827 | Time: 2186.95 ms
[2022-02-13 03:47:21 main:574] : INFO : Epoch 1987 | loss: 0.0311622 | val_loss: 0.0311786 | Time: 2181.79 ms
[2022-02-13 03:47:23 main:574] : INFO : Epoch 1988 | loss: 0.0311611 | val_loss: 0.0311803 | Time: 2167.8 ms
[2022-02-13 03:47:26 main:574] : INFO : Epoch 1989 | loss: 0.0311606 | val_loss: 0.0311782 | Time: 2227.88 ms
[2022-02-13 03:47:28 main:574] : INFO : Epoch 1990 | loss: 0.031161 | val_loss: 0.0311806 | Time: 2236.68 ms
[2022-02-13 03:47:30 main:574] : INFO : Epoch 1991 | loss: 0.0311635 | val_loss: 0.0311871 | Time: 2191.71 ms
[2022-02-13 03:47:32 main:574] : INFO : Epoch 1992 | loss: 0.031164 | val_loss: 0.03118 | Time: 2191.47 ms
[2022-02-13 03:47:34 main:574] : INFO : Epoch 1993 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 2144.93 ms
[2022-02-13 03:47:36 main:574] : INFO : Epoch 1994 | loss: 0.0311626 | val_loss: 0.03118 | Time: 2179.29 ms
[2022-02-13 03:47:39 main:574] : INFO : Epoch 1995 | loss: 0.0311618 | val_loss: 0.0311782 | Time: 2194.49 ms
[2022-02-13 03:47:41 main:574] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311816 | Time: 2163.42 ms
[2022-02-13 03:47:43 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311781 | Time: 2246.49 ms
[2022-02-13 03:47:45 main:574] : INFO : Epoch 1998 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 2155.05 ms
[2022-02-13 03:47:47 main:574] : INFO : Epoch 1999 | loss: 0.03116 | val_loss: 0.0311787 | Time: 2165 ms
[2022-02-13 03:47:50 main:574] : INFO : Epoch 2000 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 2189.85 ms
[2022-02-13 03:47:52 main:574] : INFO : Epoch 2001 | loss: 0.0311604 | val_loss: 0.0311778 | Time: 2193.92 ms
[2022-02-13 03:47:54 main:574] : INFO : Epoch 2002 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 2230.05 ms
[2022-02-13 03:47:56 main:574] : INFO : Epoch 2003 | loss: 0.0311629 | val_loss: 0.0311827 | Time: 2221.79 ms
[2022-02-13 03:47:58 main:574] : INFO : Epoch 2004 | loss: 0.0311597 | val_loss: 0.0311778 | Time: 2165.43 ms
[2022-02-13 03:48:01 main:574] : INFO : Epoch 2005 | loss: 0.0311587 | val_loss: 0.0311787 | Time: 2193.22 ms
[2022-02-13 03:48:03 main:574] : INFO : Epoch 2006 | loss: 0.0311624 | val_loss: 0.0311782 | Time: 2205.69 ms
[2022-02-13 03:48:05 main:574] : INFO : Epoch 2007 | loss: 0.031163 | val_loss: 0.0311812 | Time: 2213.32 ms
[2022-02-13 03:48:07 main:574] : INFO : Epoch 2008 | loss: 0.031163 | val_loss: 0.0311766 | Time: 2219.27 ms
[2022-02-13 03:48:10 main:574] : INFO : Epoch 2009 | loss: 0.0311613 | val_loss: 0.0311798 | Time: 2209.4 ms
[2022-02-13 03:48:12 main:574] : INFO : Epoch 2010 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 2175.75 ms
[2022-02-13 03:48:14 main:574] : INFO : Epoch 2011 | loss: 0.0311695 | val_loss: 0.0311819 | Time: 2192.11 ms
[2022-02-13 03:48:16 main:574] : INFO : Epoch 2012 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 2237.04 ms
[2022-02-13 03:48:18 main:574] : INFO : Epoch 2013 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 2183.34 ms
[2022-02-13 03:48:21 main:574] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 2228.34 ms
[2022-02-13 03:48:23 main:574] : INFO : Epoch 2015 | loss: 0.0311668 | val_loss: 0.0311805 | Time: 2242.03 ms
[2022-02-13 03:48:25 main:574] : INFO : Epoch 2016 | loss: 0.0311674 | val_loss: 0.031178 | Time: 2232.1 ms
[2022-02-13 03:48:27 main:574] : INFO : Epoch 2017 | loss: 0.0311682 | val_loss: 0.0311787 | Time: 2237.01 ms
[2022-02-13 03:48:30 main:574] : INFO : Epoch 2018 | loss: 0.0311652 | val_loss: 0.0311821 | Time: 2276.19 ms
[2022-02-13 03:48:32 main:574] : INFO : Epoch 2019 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 2186.09 ms
[2022-02-13 03:48:34 main:574] : INFO : Epoch 2020 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 2237.65 ms
[2022-02-13 03:48:36 main:574] : INFO : Epoch 2021 | loss: 0.0311636 | val_loss: 0.0311769 | Time: 2214.64 ms
[2022-02-13 03:48:38 main:574] : INFO : Epoch 2022 | loss: 0.0311664 | val_loss: 0.0311819 | Time: 2178.23 ms
[2022-02-13 03:48:41 main:574] : INFO : Epoch 2023 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 2192.87 ms
[2022-02-13 03:48:43 main:574] : INFO : Epoch 2024 | loss: 0.0311655 | val_loss: 0.0311933 | Time: 2175.28 ms
[2022-02-13 03:48:45 main:574] : INFO : Epoch 2025 | loss: 0.0311729 | val_loss: 0.0311898 | Time: 2138.26 ms
[2022-02-13 03:48:47 main:574] : INFO : Epoch 2026 | loss: 0.031167 | val_loss: 0.0311753 | Time: 2157.03 ms
[2022-02-13 03:48:49 main:574] : INFO : Epoch 2027 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 2138.79 ms
[2022-02-13 03:48:51 main:574] : INFO : Epoch 2028 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 2195.86 ms
[2022-02-13 03:48:54 main:574] : INFO : Epoch 2029 | loss: 0.0311688 | val_loss: 0.0311771 | Time: 2212.13 ms
[2022-02-13 03:48:56 main:574] : INFO : Epoch 2030 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 2110.83 ms
[2022-02-13 03:48:58 main:574] : INFO : Epoch 2031 | loss: 0.031168 | val_loss: 0.0311784 | Time: 2132.61 ms
[2022-02-13 03:49:00 main:574] : INFO : Epoch 2032 | loss: 0.0311709 | val_loss: 0.0311797 | Time: 2068.1 ms
[2022-02-13 03:49:02 main:574] : INFO : Epoch 2033 | loss: 0.0311703 | val_loss: 0.0311786 | Time: 2144.54 ms
[2022-02-13 03:49:04 main:574] : INFO : Epoch 2034 | loss: 0.0311702 | val_loss: 0.0311806 | Time: 2153.62 ms
[2022-02-13 03:49:06 main:574] : INFO : Epoch 2035 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 2113.18 ms
[2022-02-13 03:49:09 main:574] : INFO : Epoch 2036 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 2137.11 ms
[2022-02-13 03:49:11 main:574] : INFO : Epoch 2037 | loss: 0.0311685 | val_loss: 0.0311783 | Time: 2150.48 ms
[2022-02-13 03:49:13 main:574] : INFO : Epoch 2038 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 2123.7 ms
[2022-02-13 03:49:15 main:574] : INFO : Epoch 2039 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 2130.69 ms
[2022-02-13 03:49:17 main:574] : INFO : Epoch 2040 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 2139.6 ms
[2022-02-13 03:49:19 main:574] : INFO : Epoch 2041 | loss: 0.031166 | val_loss: 0.0311833 | Time: 2159.57 ms
[2022-02-13 03:49:21 main:574] : INFO : Epoch 2042 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 2101.46 ms
[2022-02-13 03:49:24 main:574] : INFO : Epoch 2043 | loss: 0.031165 | val_loss: 0.0311848 | Time: 2061.48 ms
[2022-02-13 03:49:26 main:574] : INFO : Epoch 2044 | loss: 0.0311686 | val_loss: 0.0311853 | Time: 2158.34 ms
[2022-02-13 03:49:28 main:574] : INFO : Epoch 2045 | loss: 0.0311653 | val_loss: 0.0311827 | Time: 2147.32 ms
[2022-02-13 03:49:30 main:574] : INFO : Epoch 2046 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 2058.39 ms
[2022-02-13 03:49:32 main:574] : INFO : Epoch 2047 | loss: 0.0311734 | val_loss: 0.0311838 | Time: 2069.82 ms
[2022-02-13 03:49:34 main:574] : INFO : Epoch 2048 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2124.81 ms
[2022-02-13 03:49:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311805
[2022-02-13 03:49:34 main:603] : INFO : Saving end state to config to file
[2022-02-13 03:49:34 main:608] : INFO : Success, exiting..
03:49:34 (13912): 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)