Task 11315985
| Name | ParityModified-1639953290-32278-3-0_0 |
| Workunit | 8585029 |
| Created | 3 Feb 2022, 1:27:10 UTC |
| Sent | 17 Feb 2022, 19:04:40 UTC |
| Report deadline | 25 Feb 2022, 19:04:40 UTC |
| Received | 22 Feb 2022, 19:46:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 18 min 9 sec |
| CPU time | 1 hours 15 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,540.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 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: 0.031183 | val_loss: 0.0311914 | Time: 2217.3 ms
[2022-02-22 20:27:16 main:574] : INFO : Epoch 1543 | loss: 0.0311823 | val_loss: 0.0311871 | Time: 2149.12 ms
[2022-02-22 20:27:18 main:574] : INFO : Epoch 1544 | loss: 0.03118 | val_loss: 0.0311847 | Time: 2213.91 ms
[2022-02-22 20:27:21 main:574] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.0311887 | Time: 2164.17 ms
[2022-02-22 20:27:23 main:574] : INFO : Epoch 1546 | loss: 0.031179 | val_loss: 0.0311851 | Time: 2159.84 ms
[2022-02-22 20:27:25 main:574] : INFO : Epoch 1547 | loss: 0.0311783 | val_loss: 0.031185 | Time: 2231.19 ms
[2022-02-22 20:27:27 main:574] : INFO : Epoch 1548 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 2199.54 ms
[2022-02-22 20:27:29 main:574] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 2218.73 ms
[2022-02-22 20:27:32 main:574] : INFO : Epoch 1550 | loss: 0.0311767 | val_loss: 0.0311845 | Time: 2257.9 ms
[2022-02-22 20:27:34 main:574] : INFO : Epoch 1551 | loss: 0.0311787 | val_loss: 0.0311877 | Time: 2248.33 ms
[2022-02-22 20:27:36 main:574] : INFO : Epoch 1552 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 2453.91 ms
[2022-02-22 20:27:39 main:574] : INFO : Epoch 1553 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 2247.11 ms
[2022-02-22 20:27:41 main:574] : INFO : Epoch 1554 | loss: 0.031178 | val_loss: 0.0311865 | Time: 2580.88 ms
[2022-02-22 20:27:44 main:574] : INFO : Epoch 1555 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 2281.15 ms
[2022-02-22 20:27:46 main:574] : INFO : Epoch 1556 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 2285.98 ms
[2022-02-22 20:27:48 main:574] : INFO : Epoch 1557 | loss: 0.0311784 | val_loss: 0.0311884 | Time: 2220.57 ms
[2022-02-22 20:27:50 main:574] : INFO : Epoch 1558 | loss: 0.0311768 | val_loss: 0.0311874 | Time: 2179.82 ms
[2022-02-22 20:27:53 main:574] : INFO : Epoch 1559 | loss: 0.0311817 | val_loss: 0.0311855 | Time: 2610.38 ms
[2022-02-22 20:27:55 main:574] : INFO : Epoch 1560 | loss: 0.0311763 | val_loss: 0.0311855 | Time: 2509.16 ms
[2022-02-22 20:27:58 main:574] : INFO : Epoch 1561 | loss: 0.0311744 | val_loss: 0.031185 | Time: 2717.82 ms
[2022-02-22 20:28:00 main:574] : INFO : Epoch 1562 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 2274.47 ms
[2022-02-22 20:28:03 main:574] : INFO : Epoch 1563 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 2191.66 ms
[2022-02-22 20:28:05 main:574] : INFO : Epoch 1564 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2284.75 ms
[2022-02-22 20:28:07 main:574] : INFO : Epoch 1565 | loss: 0.0311786 | val_loss: 0.0311892 | Time: 2204.43 ms
[2022-02-22 20:28:09 main:574] : INFO : Epoch 1566 | loss: 0.031178 | val_loss: 0.0311888 | Time: 2228.51 ms
[2022-02-22 20:28:12 main:574] : INFO : Epoch 1567 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 2172.18 ms
[2022-02-22 20:28:14 main:574] : INFO : Epoch 1568 | loss: 0.0311767 | val_loss: 0.0311951 | Time: 2226.9 ms
[2022-02-22 20:28:16 main:574] : INFO : Epoch 1569 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 2198.6 ms
[2022-02-22 20:28:18 main:574] : INFO : Epoch 1570 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 2274.46 ms
[2022-02-22 20:28:21 main:574] : INFO : Epoch 1571 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 2203.04 ms
[2022-02-22 20:28:23 main:574] : INFO : Epoch 1572 | loss: 0.0311776 | val_loss: 0.0311865 | Time: 2251.89 ms
[2022-02-22 20:28:25 main:574] : INFO : Epoch 1573 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 2298.69 ms
[2022-02-22 20:28:28 main:574] : INFO : Epoch 1574 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 2601.8 ms
[2022-02-22 20:28:30 main:574] : INFO : Epoch 1575 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 2397.82 ms
[2022-02-22 20:28:33 main:574] : INFO : Epoch 1576 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 2370.07 ms
[2022-02-22 20:28:35 main:574] : INFO : Epoch 1577 | loss: 0.031178 | val_loss: 0.0311876 | Time: 2273.39 ms
[2022-02-22 20:28:37 main:574] : INFO : Epoch 1578 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 2416.55 ms
[2022-02-22 20:28:40 main:574] : INFO : Epoch 1579 | loss: 0.031178 | val_loss: 0.0311822 | Time: 2311.56 ms
[2022-02-22 20:28:42 main:574] : INFO : Epoch 1580 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 2300.66 ms
[2022-02-22 20:28:44 main:574] : INFO : Epoch 1581 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 2278.26 ms
[2022-02-22 20:28:46 main:574] : INFO : Epoch 1582 | loss: 0.0311764 | val_loss: 0.0311893 | Time: 2350.72 ms
[2022-02-22 20:28:49 main:574] : INFO : Epoch 1583 | loss: 0.0311793 | val_loss: 0.0311834 | Time: 2358.82 ms
[2022-02-22 20:28:51 main:574] : INFO : Epoch 1584 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 2550.45 ms
[2022-02-22 20:28:54 main:574] : INFO : Epoch 1585 | loss: 0.031179 | val_loss: 0.0311842 | Time: 2551.13 ms
[2022-02-22 20:28:57 main:574] : INFO : Epoch 1586 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 2596.41 ms
[2022-02-22 20:28:59 main:574] : INFO : Epoch 1587 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 2566.58 ms
[2022-02-22 20:29:02 main:574] : INFO : Epoch 1588 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 2441.22 ms
[2022-02-22 20:29:04 main:574] : INFO : Epoch 1589 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 2588.62 ms
[2022-02-22 20:29:07 main:574] : INFO : Epoch 1590 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 2527.35 ms
[2022-02-22 20:29:09 main:574] : INFO : Epoch 1591 | loss: 0.0311743 | val_loss: 0.0311833 | Time: 2154.46 ms
[2022-02-22 20:29:11 main:574] : INFO : Epoch 1592 | loss: 0.0311741 | val_loss: 0.031184 | Time: 2069.42 ms
[2022-02-22 20:29:13 main:574] : INFO : Epoch 1593 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 2184.81 ms
[2022-02-22 20:29:15 main:574] : INFO : Epoch 1594 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 2186.7 ms
[2022-02-22 20:29:18 main:574] : INFO : Epoch 1595 | loss: 0.0311734 | val_loss: 0.031182 | Time: 2155.67 ms
[2022-02-22 20:29:20 main:574] : INFO : Epoch 1596 | loss: 0.0311731 | val_loss: 0.0311834 | Time: 2151.22 ms
[2022-02-22 20:29:22 main:574] : INFO : Epoch 1597 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 2094.58 ms
[2022-02-22 20:29:24 main:574] : INFO : Epoch 1598 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 2194.98 ms
[2022-02-22 20:29:26 main:574] : INFO : Epoch 1599 | loss: 0.0311726 | val_loss: 0.0311822 | Time: 2149.88 ms
[2022-02-22 20:29:28 main:574] : INFO : Epoch 1600 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 2207.51 ms
[2022-02-22 20:29:31 main:574] : INFO : Epoch 1601 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 2232.81 ms
[2022-02-22 20:29:33 main:574] : INFO : Epoch 1602 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2139.98 ms
[2022-02-22 20:29:35 main:574] : INFO : Epoch 1603 | loss: 0.0311728 | val_loss: 0.0311833 | Time: 2160.96 ms
[2022-02-22 20:29:37 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 2150.52 ms
[2022-02-22 20:29:39 main:574] : INFO : Epoch 1605 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 2181.97 ms
[2022-02-22 20:29:41 main:574] : INFO : Epoch 1606 | loss: 0.0311721 | val_loss: 0.0311842 | Time: 2189.01 ms
[2022-02-22 20:29:44 main:574] : INFO : Epoch 1607 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 2137.38 ms
[2022-02-22 20:29:46 main:574] : INFO : Epoch 1608 | loss: 0.031175 | val_loss: 0.0311902 | Time: 2211.91 ms
[2022-02-22 20:29:48 main:574] : INFO : Epoch 1609 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 2098.02 ms
[2022-02-22 20:29:50 main:574] : INFO : Epoch 1610 | loss: 0.0311723 | val_loss: 0.0311837 | Time: 2176.41 ms
[2022-02-22 20:29:52 main:574] : INFO : Epoch 1611 | loss: 0.0311722 | val_loss: 0.0311842 | Time: 2190.02 ms
[2022-02-22 20:29:55 main:574] : INFO : Epoch 1612 | loss: 0.0311745 | val_loss: 0.0311856 | Time: 2211.58 ms
[2022-02-22 20:29:57 main:574] : INFO : Epoch 1613 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 2127.37 ms
[2022-02-22 20:29:59 main:574] : INFO : Epoch 1614 | loss: 0.0311737 | val_loss: 0.0311902 | Time: 2127.52 ms
[2022-02-22 20:30:01 main:574] : INFO : Epoch 1615 | loss: 0.0311781 | val_loss: 0.0311892 | Time: 2147.39 ms
[2022-02-22 20:30:03 main:574] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 2169.89 ms
[2022-02-22 20:30:05 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.0311844 | Time: 2122.56 ms
[2022-02-22 20:30:08 main:574] : INFO : Epoch 1618 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 2160.63 ms
[2022-02-22 20:30:10 main:574] : INFO : Epoch 1619 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 2121.07 ms
[2022-02-22 20:30:12 main:574] : INFO : Epoch 1620 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 2179.36 ms
[2022-02-22 20:30:14 main:574] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311841 | Time: 2188.05 ms
[2022-02-22 20:30:16 main:574] : INFO : Epoch 1622 | loss: 0.031174 | val_loss: 0.0311827 | Time: 2234.5 ms
[2022-02-22 20:30:18 main:574] : INFO : Epoch 1623 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 2151.25 ms
[2022-02-22 20:30:21 main:574] : INFO : Epoch 1624 | loss: 0.0311726 | val_loss: 0.0311838 | Time: 2195.84 ms
[2022-02-22 20:30:23 main:574] : INFO : Epoch 1625 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 2149.45 ms
[2022-02-22 20:30:25 main:574] : INFO : Epoch 1626 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 2205.94 ms
[2022-02-22 20:30:27 main:574] : INFO : Epoch 1627 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 2083.19 ms
[2022-02-22 20:30:29 main:574] : INFO : Epoch 1628 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 2201.18 ms
[2022-02-22 20:30:32 main:574] : INFO : Epoch 1629 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 2161.35 ms
[2022-02-22 20:30:34 main:574] : INFO : Epoch 1630 | loss: 0.0311709 | val_loss: 0.031182 | Time: 2191.35 ms
[2022-02-22 20:30:36 main:574] : INFO : Epoch 1631 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 2184.87 ms
[2022-02-22 20:30:38 main:574] : INFO : Epoch 1632 | loss: 0.03117 | val_loss: 0.0311819 | Time: 2130.08 ms
[2022-02-22 20:30:40 main:574] : INFO : Epoch 1633 | loss: 0.03117 | val_loss: 0.0311817 | Time: 2119.13 ms
[2022-02-22 20:30:42 main:574] : INFO : Epoch 1634 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 2179.51 ms
[2022-02-22 20:30:45 main:574] : INFO : Epoch 1635 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 2168.98 ms
[2022-02-22 20:30:47 main:574] : INFO : Epoch 1636 | loss: 0.0311698 | val_loss: 0.0311827 | Time: 2129.63 ms
[2022-02-22 20:30:49 main:574] : INFO : Epoch 1637 | loss: 0.0311693 | val_loss: 0.0311842 | Time: 2152.47 ms
[2022-02-22 20:30:51 main:574] : INFO : Epoch 1638 | loss: 0.0311689 | val_loss: 0.0311831 | Time: 2236.65 ms
[2022-02-22 20:30:53 main:574] : INFO : Epoch 1639 | loss: 0.0311688 | val_loss: 0.0311834 | Time: 2207.55 ms
[2022-02-22 20:30:56 main:574] : INFO : Epoch 1640 | loss: 0.0311705 | val_loss: 0.031183 | Time: 2201.32 ms
[2022-02-22 20:30:58 main:574] : INFO : Epoch 1641 | loss: 0.0311704 | val_loss: 0.0311838 | Time: 2209.05 ms
[2022-02-22 20:31:00 main:574] : INFO : Epoch 1642 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 2144.32 ms
[2022-02-22 20:31:02 main:574] : INFO : Epoch 1643 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 2154.62 ms
[2022-02-22 20:31:04 main:574] : INFO : Epoch 1644 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 2102.41 ms
[2022-02-22 20:31:06 main:574] : INFO : Epoch 1645 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 2189.19 ms
[2022-02-22 20:31:09 main:574] : INFO : Epoch 1646 | loss: 0.03117 | val_loss: 0.0311822 | Time: 2159.41 ms
[2022-02-22 20:31:11 main:574] : INFO : Epoch 1647 | loss: 0.0311703 | val_loss: 0.0311843 | Time: 2168.77 ms
[2022-02-22 20:31:13 main:574] : INFO : Epoch 1648 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 2179.08 ms
[2022-02-22 20:31:15 main:574] : INFO : Epoch 1649 | loss: 0.031171 | val_loss: 0.0311832 | Time: 2115.73 ms
[2022-02-22 20:31:17 main:574] : INFO : Epoch 1650 | loss: 0.0311697 | val_loss: 0.0311835 | Time: 2161.2 ms
[2022-02-22 20:31:19 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 2190.88 ms
[2022-02-22 20:31:22 main:574] : INFO : Epoch 1652 | loss: 0.0311724 | val_loss: 0.0311873 | Time: 2173.38 ms
[2022-02-22 20:31:24 main:574] : INFO : Epoch 1653 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 2169.82 ms
[2022-02-22 20:31:26 main:574] : INFO : Epoch 1654 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 2200.47 ms
[2022-02-22 20:31:28 main:574] : INFO : Epoch 1655 | loss: 0.0311727 | val_loss: 0.0311826 | Time: 2158.74 ms
[2022-02-22 20:31:30 main:574] : INFO : Epoch 1656 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 2172.52 ms
[2022-02-22 20:31:33 main:574] : INFO : Epoch 1657 | loss: 0.031171 | val_loss: 0.0311822 | Time: 2173.4 ms
[2022-02-22 20:31:35 main:574] : INFO : Epoch 1658 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 2174.04 ms
[2022-02-22 20:31:37 main:574] : INFO : Epoch 1659 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 2157.69 ms
[2022-02-22 20:31:39 main:574] : INFO : Epoch 1660 | loss: 0.0311708 | val_loss: 0.0311831 | Time: 2150.99 ms
[2022-02-22 20:31:41 main:574] : INFO : Epoch 1661 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 2155.06 ms
[2022-02-22 20:31:43 main:574] : INFO : Epoch 1662 | loss: 0.031171 | val_loss: 0.0311807 | Time: 2127.87 ms
[2022-02-22 20:31:46 main:574] : INFO : Epoch 1663 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 2154.57 ms
[2022-02-22 20:31:48 main:574] : INFO : Epoch 1664 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 2151.29 ms
[2022-02-22 20:31:50 main:574] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311837 | Time: 2145.08 ms
[2022-02-22 20:31:52 main:574] : INFO : Epoch 1666 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 2134.27 ms
[2022-02-22 20:31:54 main:574] : INFO : Epoch 1667 | loss: 0.0311717 | val_loss: 0.0311821 | Time: 2160.77 ms
[2022-02-22 20:31:56 main:574] : INFO : Epoch 1668 | loss: 0.0311712 | val_loss: 0.0311834 | Time: 2147.93 ms
[2022-02-22 20:31:59 main:574] : INFO : Epoch 1669 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 2132.69 ms
[2022-02-22 20:32:01 main:574] : INFO : Epoch 1670 | loss: 0.0311706 | val_loss: 0.031181 | Time: 2147.5 ms
[2022-02-22 20:32:03 main:574] : INFO : Epoch 1671 | loss: 0.0311712 | val_loss: 0.0311811 | Time: 2151.34 ms
[2022-02-22 20:32:05 main:574] : INFO : Epoch 1672 | loss: 0.031172 | val_loss: 0.0311813 | Time: 2153.43 ms
[2022-02-22 20:32:07 main:574] : INFO : Epoch 1673 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 2155.03 ms
[2022-02-22 20:32:09 main:574] : INFO : Epoch 1674 | loss: 0.0311702 | val_loss: 0.0311826 | Time: 2138.68 ms
[2022-02-22 20:32:11 main:574] : INFO : Epoch 1675 | loss: 0.0311704 | val_loss: 0.0311797 | Time: 2131.77 ms
[2022-02-22 20:32:14 main:574] : INFO : Epoch 1676 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 2142.21 ms
[2022-02-22 20:32:16 main:574] : INFO : Epoch 1677 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 2136.94 ms
[2022-02-22 20:32:18 main:574] : INFO : Epoch 1678 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 2197.3 ms
[2022-02-22 20:32:20 main:574] : INFO : Epoch 1679 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 2159.67 ms
[2022-02-22 20:32:22 main:574] : INFO : Epoch 1680 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 2105.99 ms
[2022-02-22 20:32:24 main:574] : INFO : Epoch 1681 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 2179.93 ms
[2022-02-22 20:32:27 main:574] : INFO : Epoch 1682 | loss: 0.0311702 | val_loss: 0.03118 | Time: 2152.53 ms
[2022-02-22 20:32:29 main:574] : INFO : Epoch 1683 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2089.42 ms
[2022-02-22 20:32:31 main:574] : INFO : Epoch 1684 | loss: 0.0311686 | val_loss: 0.0311794 | Time: 2099.69 ms
[2022-02-22 20:32:34 main:574] : INFO : Epoch 1685 | loss: 0.0311687 | val_loss: 0.0311814 | Time: 2736.45 ms
[2022-02-22 20:32:36 main:574] : INFO : Epoch 1686 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 2842.48 ms
[2022-02-22 20:32:39 main:574] : INFO : Epoch 1687 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 2845.06 ms
[2022-02-22 20:32:42 main:574] : INFO : Epoch 1688 | loss: 0.0311716 | val_loss: 0.0311814 | Time: 2458.87 ms
[2022-02-22 20:32:44 main:574] : INFO : Epoch 1689 | loss: 0.031169 | val_loss: 0.0311805 | Time: 2457.66 ms
[2022-02-22 20:32:47 main:574] : INFO : Epoch 1690 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 2366.29 ms
[2022-02-22 20:32:49 main:574] : INFO : Epoch 1691 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 2621.68 ms
[2022-02-22 20:32:52 main:574] : INFO : Epoch 1692 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 2684.03 ms
[2022-02-22 20:32:55 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 2574.79 ms
[2022-02-22 20:32:57 main:574] : INFO : Epoch 1694 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 2360.71 ms
[2022-02-22 20:32:59 main:574] : INFO : Epoch 1695 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 2384.83 ms
[2022-02-22 20:33:02 main:574] : INFO : Epoch 1696 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 2444.98 ms
[2022-02-22 20:33:04 main:574] : INFO : Epoch 1697 | loss: 0.0311717 | val_loss: 0.031179 | Time: 2406.24 ms
[2022-02-22 20:33:07 main:574] : INFO : Epoch 1698 | loss: 0.0311723 | val_loss: 0.0311835 | Time: 2500.05 ms
[2022-02-22 20:33:09 main:574] : INFO : Epoch 1699 | loss: 0.031179 | val_loss: 0.0311804 | Time: 2411.34 ms
[2022-02-22 20:33:12 main:574] : INFO : Epoch 1700 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 2587.91 ms
[2022-02-22 20:33:14 main:574] : INFO : Epoch 1701 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2412.38 ms
[2022-02-22 20:33:16 main:574] : INFO : Epoch 1702 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2341.86 ms
[2022-02-22 20:33:19 main:574] : INFO : Epoch 1703 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2464.86 ms
[2022-02-22 20:33:22 main:574] : INFO : Epoch 1704 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 2725.97 ms
[2022-02-22 20:33:24 main:574] : INFO : Epoch 1705 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 2445.42 ms
[2022-02-22 20:33:27 main:574] : INFO : Epoch 1706 | loss: 0.0311734 | val_loss: 0.0311799 | Time: 2556.46 ms
[2022-02-22 20:33:29 main:574] : INFO : Epoch 1707 | loss: 0.0311735 | val_loss: 0.0311845 | Time: 2418.64 ms
[2022-02-22 20:33:32 main:574] : INFO : Epoch 1708 | loss: 0.0311755 | val_loss: 0.0311875 | Time: 2501.2 ms
[2022-02-22 20:33:34 main:574] : INFO : Epoch 1709 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2547.5 ms
[2022-02-22 20:33:37 main:574] : INFO : Epoch 1710 | loss: 0.0311733 | val_loss: 0.0311853 | Time: 2412.04 ms
[2022-02-22 20:33:39 main:574] : INFO : Epoch 1711 | loss: 0.0311738 | val_loss: 0.031181 | Time: 2399.01 ms
[2022-02-22 20:33:41 main:574] : INFO : Epoch 1712 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 2364.07 ms
[2022-02-22 20:33:44 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 2385.37 ms
[2022-02-22 20:33:46 main:574] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311801 | Time: 2547.38 ms
[2022-02-22 20:33:49 main:574] : INFO : Epoch 1715 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 2428.63 ms
[2022-02-22 20:33:51 main:574] : INFO : Epoch 1716 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 2387.2 ms
[2022-02-22 20:33:54 main:574] : INFO : Epoch 1717 | loss: 0.0311721 | val_loss: 0.0311806 | Time: 2459.49 ms
[2022-02-22 20:33:56 main:574] : INFO : Epoch 1718 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 2471.85 ms
[2022-02-22 20:33:59 main:574] : INFO : Epoch 1719 | loss: 0.031171 | val_loss: 0.031182 | Time: 2660.05 ms
[2022-02-22 20:34:01 main:574] : INFO : Epoch 1720 | loss: 0.031174 | val_loss: 0.0311848 | Time: 2427.37 ms
[2022-02-22 20:34:04 main:574] : INFO : Epoch 1721 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2415.95 ms
[2022-02-22 20:34:06 main:574] : INFO : Epoch 1722 | loss: 0.031173 | val_loss: 0.0311804 | Time: 2474.5 ms
[2022-02-22 20:34:09 main:574] : INFO : Epoch 1723 | loss: 0.0311736 | val_loss: 0.0311851 | Time: 2548.34 ms
[2022-02-22 20:34:11 main:574] : INFO : Epoch 1724 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 2495.94 ms
[2022-02-22 20:34:14 main:574] : INFO : Epoch 1725 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 2499.09 ms
[2022-02-22 20:34:16 main:574] : INFO : Epoch 1726 | loss: 0.0311709 | val_loss: 0.0311813 | Time: 2540.74 ms
[2022-02-22 20:34:19 main:574] : INFO : Epoch 1727 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 2339.52 ms
[2022-02-22 20:34:21 main:574] : INFO : Epoch 1728 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 2483.79 ms
[2022-02-22 20:34:24 main:574] : INFO : Epoch 1729 | loss: 0.03117 | val_loss: 0.0311808 | Time: 2426.58 ms
[2022-02-22 20:34:26 main:574] : INFO : Epoch 1730 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 2394.15 ms
[2022-02-22 20:34:29 main:574] : INFO : Epoch 1731 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 2499.07 ms
[2022-02-22 20:34:31 main:574] : INFO : Epoch 1732 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 2432.12 ms
[2022-02-22 20:34:33 main:574] : INFO : Epoch 1733 | loss: 0.031171 | val_loss: 0.0311796 | Time: 2524.29 ms
[2022-02-22 20:34:36 main:574] : INFO : Epoch 1734 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 2588.02 ms
[2022-02-22 20:34:39 main:574] : INFO : Epoch 1735 | loss: 0.031171 | val_loss: 0.0311795 | Time: 2499.73 ms
[2022-02-22 20:34:41 main:574] : INFO : Epoch 1736 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 2581.98 ms
[2022-02-22 20:34:44 main:574] : INFO : Epoch 1737 | loss: 0.0311697 | val_loss: 0.03118 | Time: 2537.32 ms
[2022-02-22 20:34:46 main:574] : INFO : Epoch 1738 | loss: 0.0311701 | val_loss: 0.0311781 | Time: 2521.15 ms
[2022-02-22 20:34:49 main:574] : INFO : Epoch 1739 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 2475.29 ms
[2022-02-22 20:34:51 main:574] : INFO : Epoch 1740 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 2452.87 ms
[2022-02-22 20:34:54 main:574] : INFO : Epoch 1741 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 2446.58 ms
[2022-02-22 20:34:56 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311813 | Time: 2447.3 ms
[2022-02-22 20:34:59 main:574] : INFO : Epoch 1743 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 2626.53 ms
[2022-02-22 20:35:01 main:574] : INFO : Epoch 1744 | loss: 0.03117 | val_loss: 0.0311821 | Time: 2398.54 ms
[2022-02-22 20:35:04 main:574] : INFO : Epoch 1745 | loss: 0.031173 | val_loss: 0.031185 | Time: 2555.94 ms
[2022-02-22 20:35:06 main:574] : INFO : Epoch 1746 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 2429.36 ms
[2022-02-22 20:35:09 main:574] : INFO : Epoch 1747 | loss: 0.0311703 | val_loss: 0.0311789 | Time: 2367.53 ms
[2022-02-22 20:35:11 main:574] : INFO : Epoch 1748 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 2349.46 ms
[2022-02-22 20:35:13 main:574] : INFO : Epoch 1749 | loss: 0.0311693 | val_loss: 0.0311795 | Time: 2365.12 ms
[2022-02-22 20:35:16 main:574] : INFO : Epoch 1750 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 2511.78 ms
[2022-02-22 20:35:18 main:574] : INFO : Epoch 1751 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 2345.99 ms
[2022-02-22 20:35:21 main:574] : INFO : Epoch 1752 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 2470.07 ms
[2022-02-22 20:35:23 main:574] : INFO : Epoch 1753 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 2418.76 ms
[2022-02-22 20:35:26 main:574] : INFO : Epoch 1754 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 2422.13 ms
[2022-02-22 20:35:28 main:574] : INFO : Epoch 1755 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2415.27 ms
[2022-02-22 20:35:30 main:574] : INFO : Epoch 1756 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 2465.01 ms
[2022-02-22 20:35:33 main:574] : INFO : Epoch 1757 | loss: 0.0311679 | val_loss: 0.031181 | Time: 2435.4 ms
[2022-02-22 20:35:35 main:574] : INFO : Epoch 1758 | loss: 0.0311667 | val_loss: 0.0311798 | Time: 2402.64 ms
[2022-02-22 20:35:38 main:574] : INFO : Epoch 1759 | loss: 0.0311665 | val_loss: 0.0311786 | Time: 2458.32 ms
[2022-02-22 20:35:40 main:574] : INFO : Epoch 1760 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 2416.7 ms
[2022-02-22 20:35:43 main:574] : INFO : Epoch 1761 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 2440.81 ms
[2022-02-22 20:35:45 main:574] : INFO : Epoch 1762 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 2575.65 ms
[2022-02-22 20:35:48 main:574] : INFO : Epoch 1763 | loss: 0.0311682 | val_loss: 0.03118 | Time: 2340.12 ms
[2022-02-22 20:35:50 main:574] : INFO : Epoch 1764 | loss: 0.0311677 | val_loss: 0.031179 | Time: 2547.62 ms
[2022-02-22 20:35:53 main:574] : INFO : Epoch 1765 | loss: 0.0311673 | val_loss: 0.0311814 | Time: 2509.01 ms
[2022-02-22 20:35:55 main:574] : INFO : Epoch 1766 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 2412.84 ms
[2022-02-22 20:35:58 main:574] : INFO : Epoch 1767 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 2430.97 ms
[2022-02-22 20:36:00 main:574] : INFO : Epoch 1768 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 2382.26 ms
[2022-02-22 20:36:02 main:574] : INFO : Epoch 1769 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 2512.96 ms
[2022-02-22 20:36:05 main:574] : INFO : Epoch 1770 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 2449.55 ms
[2022-02-22 20:36:07 main:574] : INFO : Epoch 1771 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 2507.03 ms
[2022-02-22 20:36:10 main:574] : INFO : Epoch 1772 | loss: 0.0311731 | val_loss: 0.0311816 | Time: 2359.2 ms
[2022-02-22 20:36:12 main:574] : INFO : Epoch 1773 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 2433.45 ms
[2022-02-22 20:36:15 main:574] : INFO : Epoch 1774 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 2545.85 ms
[2022-02-22 20:36:17 main:574] : INFO : Epoch 1775 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 2357.15 ms
[2022-02-22 20:36:20 main:574] : INFO : Epoch 1776 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 2459.73 ms
[2022-02-22 20:36:22 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 2389.99 ms
[2022-02-22 20:36:25 main:574] : INFO : Epoch 1778 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 2506.23 ms
[2022-02-22 20:36:27 main:574] : INFO : Epoch 1779 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 2622.75 ms
[2022-02-22 20:36:30 main:574] : INFO : Epoch 1780 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 2490.58 ms
[2022-02-22 20:36:32 main:574] : INFO : Epoch 1781 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 2635.88 ms
[2022-02-22 20:36:35 main:574] : INFO : Epoch 1782 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 2340.66 ms
[2022-02-22 20:36:37 main:574] : INFO : Epoch 1783 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 2400.97 ms
[2022-02-22 20:36:40 main:574] : INFO : Epoch 1784 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 2475.12 ms
[2022-02-22 20:36:42 main:574] : INFO : Epoch 1785 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 2421.21 ms
[2022-02-22 20:36:44 main:574] : INFO : Epoch 1786 | loss: 0.031178 | val_loss: 0.0311792 | Time: 2340.69 ms
[2022-02-22 20:36:47 main:574] : INFO : Epoch 1787 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 2374.6 ms
[2022-02-22 20:36:49 main:574] : INFO : Epoch 1788 | loss: 0.0311768 | val_loss: 0.0311784 | Time: 2531.22 ms
[2022-02-22 20:36:52 main:574] : INFO : Epoch 1789 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 2430.44 ms
[2022-02-22 20:36:54 main:574] : INFO : Epoch 1790 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 2455.58 ms
[2022-02-22 20:36:57 main:574] : INFO : Epoch 1791 | loss: 0.0311731 | val_loss: 0.031178 | Time: 2406.9 ms
[2022-02-22 20:36:59 main:574] : INFO : Epoch 1792 | loss: 0.0311734 | val_loss: 0.0311832 | Time: 2423.49 ms
[2022-02-22 20:37:02 main:574] : INFO : Epoch 1793 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 2412.48 ms
[2022-02-22 20:37:04 main:574] : INFO : Epoch 1794 | loss: 0.0311755 | val_loss: 0.0311877 | Time: 2443.45 ms
[2022-02-22 20:37:07 main:574] : INFO : Epoch 1795 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 2543.9 ms
[2022-02-22 20:37:09 main:574] : INFO : Epoch 1796 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 2389.65 ms
[2022-02-22 20:37:11 main:574] : INFO : Epoch 1797 | loss: 0.031171 | val_loss: 0.0311795 | Time: 2378.66 ms
[2022-02-22 20:37:14 main:574] : INFO : Epoch 1798 | loss: 0.031172 | val_loss: 0.0311771 | Time: 2540.32 ms
[2022-02-22 20:37:16 main:574] : INFO : Epoch 1799 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 2452.67 ms
[2022-02-22 20:37:19 main:574] : INFO : Epoch 1800 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2454 ms
[2022-02-22 20:37:21 main:574] : INFO : Epoch 1801 | loss: 0.0311697 | val_loss: 0.031178 | Time: 2391.22 ms
[2022-02-22 20:37:24 main:574] : INFO : Epoch 1802 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 2422.09 ms
[2022-02-22 20:37:26 main:574] : INFO : Epoch 1803 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 2408.19 ms
[2022-02-22 20:37:29 main:574] : INFO : Epoch 1804 | loss: 0.0311691 | val_loss: 0.031176 | Time: 2532.8 ms
[2022-02-22 20:37:31 main:574] : INFO : Epoch 1805 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 2465.99 ms
[2022-02-22 20:37:34 main:574] : INFO : Epoch 1806 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 2402.23 ms
[2022-02-22 20:37:36 main:574] : INFO : Epoch 1807 | loss: 0.031169 | val_loss: 0.0311791 | Time: 2450.68 ms
[2022-02-22 20:37:38 main:574] : INFO : Epoch 1808 | loss: 0.0311685 | val_loss: 0.0311826 | Time: 2358.96 ms
[2022-02-22 20:37:41 main:574] : INFO : Epoch 1809 | loss: 0.0311693 | val_loss: 0.0311781 | Time: 2442.87 ms
[2022-02-22 20:37:43 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 2411.93 ms
[2022-02-22 20:37:46 main:574] : INFO : Epoch 1811 | loss: 0.0311715 | val_loss: 0.0311817 | Time: 2458.93 ms
[2022-02-22 20:37:48 main:574] : INFO : Epoch 1812 | loss: 0.03117 | val_loss: 0.0311777 | Time: 2575.34 ms
[2022-02-22 20:37:51 main:574] : INFO : Epoch 1813 | loss: 0.0311696 | val_loss: 0.0311808 | Time: 2487.71 ms
[2022-02-22 20:37:53 main:574] : INFO : Epoch 1814 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 2448.68 ms
[2022-02-22 20:37:56 main:574] : INFO : Epoch 1815 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 2363.87 ms
[2022-02-22 20:37:58 main:574] : INFO : Epoch 1816 | loss: 0.0311684 | val_loss: 0.031179 | Time: 2397.54 ms
[2022-02-22 20:38:01 main:574] : INFO : Epoch 1817 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 2571.78 ms
[2022-02-22 20:38:03 main:574] : INFO : Epoch 1818 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 2487.64 ms
[2022-02-22 20:38:06 main:574] : INFO : Epoch 1819 | loss: 0.0311682 | val_loss: 0.0311804 | Time: 2535.12 ms
[2022-02-22 20:38:08 main:574] : INFO : Epoch 1820 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 2404.41 ms
[2022-02-22 20:38:11 main:574] : INFO : Epoch 1821 | loss: 0.0311697 | val_loss: 0.03118 | Time: 2490.97 ms
[2022-02-22 20:38:13 main:574] : INFO : Epoch 1822 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 2478.71 ms
[2022-02-22 20:38:16 main:574] : INFO : Epoch 1823 | loss: 0.0311676 | val_loss: 0.0311859 | Time: 2368.41 ms
[2022-02-22 20:38:18 main:574] : INFO : Epoch 1824 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 2438.86 ms
[2022-02-22 20:38:20 main:574] : INFO : Epoch 1825 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 2401.08 ms
[2022-02-22 20:38:23 main:574] : INFO : Epoch 1826 | loss: 0.0311666 | val_loss: 0.0311795 | Time: 2427.6 ms
[2022-02-22 20:38:25 main:574] : INFO : Epoch 1827 | loss: 0.0311663 | val_loss: 0.0311838 | Time: 2395.24 ms
[2022-02-22 20:38:28 main:574] : INFO : Epoch 1828 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 2410.56 ms
[2022-02-22 20:38:30 main:574] : INFO : Epoch 1829 | loss: 0.0311667 | val_loss: 0.0311837 | Time: 2466.61 ms
[2022-02-22 20:38:33 main:574] : INFO : Epoch 1830 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 2456.96 ms
[2022-02-22 20:38:35 main:574] : INFO : Epoch 1831 | loss: 0.0311658 | val_loss: 0.0311802 | Time: 2512.06 ms
[2022-02-22 20:38:38 main:574] : INFO : Epoch 1832 | loss: 0.0311667 | val_loss: 0.0311872 | Time: 2411.76 ms
[2022-02-22 20:38:40 main:574] : INFO : Epoch 1833 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 2446.24 ms
[2022-02-22 20:38:43 main:574] : INFO : Epoch 1834 | loss: 0.0311643 | val_loss: 0.0311789 | Time: 2501.25 ms
[2022-02-22 20:38:45 main:574] : INFO : Epoch 1835 | loss: 0.0311639 | val_loss: 0.0311819 | Time: 2552.44 ms
[2022-02-22 20:38:48 main:574] : INFO : Epoch 1836 | loss: 0.0311651 | val_loss: 0.0311795 | Time: 2455.09 ms
[2022-02-22 20:38:50 main:574] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 2422.83 ms
[2022-02-22 20:38:53 main:574] : INFO : Epoch 1838 | loss: 0.0311633 | val_loss: 0.0311776 | Time: 2523.04 ms
[2022-02-22 20:38:55 main:574] : INFO : Epoch 1839 | loss: 0.0311654 | val_loss: 0.0311786 | Time: 2516.96 ms
[2022-02-22 20:38:57 main:574] : INFO : Epoch 1840 | loss: 0.031165 | val_loss: 0.0311795 | Time: 2429.04 ms
[2022-02-22 20:39:00 main:574] : INFO : Epoch 1841 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 2445.99 ms
[2022-02-22 20:39:02 main:574] : INFO : Epoch 1842 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 2426.43 ms
[2022-02-22 20:39:05 main:574] : INFO : Epoch 1843 | loss: 0.0311626 | val_loss: 0.0311782 | Time: 2556.64 ms
[2022-02-22 20:39:07 main:574] : INFO : Epoch 1844 | loss: 0.0311629 | val_loss: 0.0311807 | Time: 2500.05 ms
[2022-02-22 20:39:10 main:574] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 2303.36 ms
[2022-02-22 20:39:12 main:574] : INFO : Epoch 1846 | loss: 0.0311638 | val_loss: 0.0311789 | Time: 2523.95 ms
[2022-02-22 20:39:15 main:574] : INFO : Epoch 1847 | loss: 0.0311765 | val_loss: 0.0312375 | Time: 2419.75 ms
[2022-02-22 20:39:17 main:574] : INFO : Epoch 1848 | loss: 0.0319359 | val_loss: 0.0316313 | Time: 2544.3 ms
[2022-02-22 20:39:20 main:574] : INFO : Epoch 1849 | loss: 0.0317991 | val_loss: 0.0313072 | Time: 2402.5 ms
[2022-02-22 20:39:22 main:574] : INFO : Epoch 1850 | loss: 0.031294 | val_loss: 0.0312081 | Time: 2499.78 ms
[2022-02-22 20:39:25 main:574] : INFO : Epoch 1851 | loss: 0.0311971 | val_loss: 0.0311853 | Time: 2414.71 ms
[2022-02-22 20:39:27 main:574] : INFO : Epoch 1852 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2426.24 ms
[2022-02-22 20:39:30 main:574] : INFO : Epoch 1853 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 2505.68 ms
[2022-02-22 20:39:32 main:574] : INFO : Epoch 1854 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 2509.18 ms
[2022-02-22 20:39:35 main:574] : INFO : Epoch 1855 | loss: 0.031171 | val_loss: 0.0311819 | Time: 2430.87 ms
[2022-02-22 20:39:37 main:574] : INFO : Epoch 1856 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 2314.82 ms
[2022-02-22 20:39:39 main:574] : INFO : Epoch 1857 | loss: 0.031172 | val_loss: 0.031177 | Time: 2247.6 ms
[2022-02-22 20:39:42 main:574] : INFO : Epoch 1858 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 2375.5 ms
[2022-02-22 20:39:44 main:574] : INFO : Epoch 1859 | loss: 0.031167 | val_loss: 0.0311774 | Time: 2401.75 ms
[2022-02-22 20:39:46 main:574] : INFO : Epoch 1860 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 2345.4 ms
[2022-02-22 20:39:49 main:574] : INFO : Epoch 1861 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 2415.63 ms
[2022-02-22 20:39:51 main:574] : INFO : Epoch 1862 | loss: 0.0311689 | val_loss: 0.0311782 | Time: 2415.96 ms
[2022-02-22 20:39:54 main:574] : INFO : Epoch 1863 | loss: 0.0311699 | val_loss: 0.031177 | Time: 2448.72 ms
[2022-02-22 20:39:56 main:574] : INFO : Epoch 1864 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 2360.34 ms
[2022-02-22 20:39:58 main:574] : INFO : Epoch 1865 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 2397.69 ms
[2022-02-22 20:40:01 main:574] : INFO : Epoch 1866 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 2453.36 ms
[2022-02-22 20:40:03 main:574] : INFO : Epoch 1867 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 2385.27 ms
[2022-02-22 20:40:06 main:574] : INFO : Epoch 1868 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 2503.18 ms
[2022-02-22 20:40:08 main:574] : INFO : Epoch 1869 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 2332.68 ms
[2022-02-22 20:40:11 main:574] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.0311768 | Time: 2471.56 ms
[2022-02-22 20:40:13 main:574] : INFO : Epoch 1871 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 2421.18 ms
[2022-02-22 20:40:16 main:574] : INFO : Epoch 1872 | loss: 0.031165 | val_loss: 0.0311745 | Time: 2414.08 ms
[2022-02-22 20:40:18 main:574] : INFO : Epoch 1873 | loss: 0.0311645 | val_loss: 0.031178 | Time: 2460.49 ms
[2022-02-22 20:40:20 main:574] : INFO : Epoch 1874 | loss: 0.0311654 | val_loss: 0.0311757 | Time: 2399.59 ms
[2022-02-22 20:40:23 main:574] : INFO : Epoch 1875 | loss: 0.0311681 | val_loss: 0.031177 | Time: 2465.02 ms
[2022-02-22 20:40:25 main:574] : INFO : Epoch 1876 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 2348.6 ms
[2022-02-22 20:40:28 main:574] : INFO : Epoch 1877 | loss: 0.0311658 | val_loss: 0.0311781 | Time: 2378.71 ms
[2022-02-22 20:40:30 main:574] : INFO : Epoch 1878 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2447.35 ms
[2022-02-22 20:40:33 main:574] : INFO : Epoch 1879 | loss: 0.0311652 | val_loss: 0.0311794 | Time: 2396.53 ms
[2022-02-22 20:40:35 main:574] : INFO : Epoch 1880 | loss: 0.0311665 | val_loss: 0.031177 | Time: 2460.52 ms
[2022-02-22 20:40:37 main:574] : INFO : Epoch 1881 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 2461.34 ms
[2022-02-22 20:40:40 main:574] : INFO : Epoch 1882 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 2450.35 ms
[2022-02-22 20:40:42 main:574] : INFO : Epoch 1883 | loss: 0.0311653 | val_loss: 0.031177 | Time: 2418.74 ms
[2022-02-22 20:40:45 main:574] : INFO : Epoch 1884 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 2534.17 ms
[2022-02-22 20:40:47 main:574] : INFO : Epoch 1885 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 2467.16 ms
[2022-02-22 20:40:50 main:574] : INFO : Epoch 1886 | loss: 0.0311661 | val_loss: 0.0311768 | Time: 2419.69 ms
[2022-02-22 20:40:52 main:574] : INFO : Epoch 1887 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 2567.72 ms
[2022-02-22 20:40:55 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 2432.72 ms
[2022-02-22 20:40:57 main:574] : INFO : Epoch 1889 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 2385.62 ms
[2022-02-22 20:41:00 main:574] : INFO : Epoch 1890 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2538.09 ms
[2022-02-22 20:41:02 main:574] : INFO : Epoch 1891 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 2429.02 ms
[2022-02-22 20:41:05 main:574] : INFO : Epoch 1892 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 2409.5 ms
[2022-02-22 20:41:07 main:574] : INFO : Epoch 1893 | loss: 0.0311643 | val_loss: 0.031176 | Time: 2503.49 ms
[2022-02-22 20:41:10 main:574] : INFO : Epoch 1894 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 2460.53 ms
[2022-02-22 20:41:12 main:574] : INFO : Epoch 1895 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 2503.08 ms
[2022-02-22 20:41:15 main:574] : INFO : Epoch 1896 | loss: 0.0311627 | val_loss: 0.0311757 | Time: 2458.42 ms
[2022-02-22 20:41:17 main:574] : INFO : Epoch 1897 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 2310.11 ms
[2022-02-22 20:41:19 main:574] : INFO : Epoch 1898 | loss: 0.031164 | val_loss: 0.0311745 | Time: 2432.43 ms
[2022-02-22 20:41:22 main:574] : INFO : Epoch 1899 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 2351.68 ms
[2022-02-22 20:41:24 main:574] : INFO : Epoch 1900 | loss: 0.0311653 | val_loss: 0.031177 | Time: 2460.99 ms
[2022-02-22 20:41:27 main:574] : INFO : Epoch 1901 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 2266.44 ms
[2022-02-22 20:41:29 main:574] : INFO : Epoch 1902 | loss: 0.031164 | val_loss: 0.0311759 | Time: 2282.28 ms
[2022-02-22 20:41:31 main:574] : INFO : Epoch 1903 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 2432.41 ms
[2022-02-22 20:41:33 main:574] : INFO : Epoch 1904 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 2167.4 ms
[2022-02-22 20:41:36 main:574] : INFO : Epoch 1905 | loss: 0.0311624 | val_loss: 0.0311752 | Time: 2158.38 ms
[2022-02-22 20:41:38 main:574] : INFO : Epoch 1906 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 2129.98 ms
[2022-02-22 20:41:40 main:574] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 2180.47 ms
[2022-02-22 20:41:42 main:574] : INFO : Epoch 1908 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 2110.69 ms
[2022-02-22 20:41:44 main:574] : INFO : Epoch 1909 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 2130.34 ms
[2022-02-22 20:41:46 main:574] : INFO : Epoch 1910 | loss: 0.0311618 | val_loss: 0.0311807 | Time: 2130.15 ms
[2022-02-22 20:41:49 main:574] : INFO : Epoch 1911 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 2209.26 ms
[2022-02-22 20:41:51 main:574] : INFO : Epoch 1912 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 2178.3 ms
[2022-02-22 20:41:53 main:574] : INFO : Epoch 1913 | loss: 0.0311618 | val_loss: 0.0311776 | Time: 2136.06 ms
[2022-02-22 20:41:55 main:574] : INFO : Epoch 1914 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 2164.98 ms
[2022-02-22 20:41:57 main:574] : INFO : Epoch 1915 | loss: 0.0311619 | val_loss: 0.0311806 | Time: 2158.91 ms
[2022-02-22 20:41:59 main:574] : INFO : Epoch 1916 | loss: 0.031162 | val_loss: 0.0311759 | Time: 2142.62 ms
[2022-02-22 20:42:02 main:574] : INFO : Epoch 1917 | loss: 0.0311616 | val_loss: 0.0311759 | Time: 2198.54 ms
[2022-02-22 20:42:04 main:574] : INFO : Epoch 1918 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2145.58 ms
[2022-02-22 20:42:06 main:574] : INFO : Epoch 1919 | loss: 0.0311617 | val_loss: 0.0311779 | Time: 2230.72 ms
[2022-02-22 20:42:08 main:574] : INFO : Epoch 1920 | loss: 0.0311609 | val_loss: 0.0311745 | Time: 2212.63 ms
[2022-02-22 20:42:10 main:574] : INFO : Epoch 1921 | loss: 0.0311613 | val_loss: 0.031176 | Time: 2189.83 ms
[2022-02-22 20:42:13 main:574] : INFO : Epoch 1922 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 2183.86 ms
[2022-02-22 20:42:15 main:574] : INFO : Epoch 1923 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 2198.46 ms
[2022-02-22 20:42:17 main:574] : INFO : Epoch 1924 | loss: 0.031161 | val_loss: 0.031179 | Time: 2141.38 ms
[2022-02-22 20:42:19 main:574] : INFO : Epoch 1925 | loss: 0.0311602 | val_loss: 0.0311779 | Time: 2131.71 ms
[2022-02-22 20:42:21 main:574] : INFO : Epoch 1926 | loss: 0.0311605 | val_loss: 0.031176 | Time: 2165.55 ms
[2022-02-22 20:42:23 main:574] : INFO : Epoch 1927 | loss: 0.03116 | val_loss: 0.0311784 | Time: 2192.69 ms
[2022-02-22 20:42:26 main:574] : INFO : Epoch 1928 | loss: 0.0311613 | val_loss: 0.0311781 | Time: 2200.68 ms
[2022-02-22 20:42:28 main:574] : INFO : Epoch 1929 | loss: 0.0311606 | val_loss: 0.031176 | Time: 2175.57 ms
[2022-02-22 20:42:30 main:574] : INFO : Epoch 1930 | loss: 0.0311609 | val_loss: 0.031177 | Time: 2154.89 ms
[2022-02-22 20:42:32 main:574] : INFO : Epoch 1931 | loss: 0.03116 | val_loss: 0.0311764 | Time: 2196.62 ms
[2022-02-22 20:42:35 main:574] : INFO : Epoch 1932 | loss: 0.0311602 | val_loss: 0.0311758 | Time: 2364.01 ms
[2022-02-22 20:42:37 main:574] : INFO : Epoch 1933 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 2313.62 ms
[2022-02-22 20:42:39 main:574] : INFO : Epoch 1934 | loss: 0.0311619 | val_loss: 0.0311798 | Time: 2204.24 ms
[2022-02-22 20:42:41 main:574] : INFO : Epoch 1935 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 2206.96 ms
[2022-02-22 20:42:44 main:574] : INFO : Epoch 1936 | loss: 0.0311599 | val_loss: 0.0311752 | Time: 2170.83 ms
[2022-02-22 20:42:46 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.031176 | Time: 2161.9 ms
[2022-02-22 20:42:48 main:574] : INFO : Epoch 1938 | loss: 0.0311606 | val_loss: 0.031177 | Time: 2141.92 ms
[2022-02-22 20:42:50 main:574] : INFO : Epoch 1939 | loss: 0.031161 | val_loss: 0.0311791 | Time: 2204 ms
[2022-02-22 20:42:52 main:574] : INFO : Epoch 1940 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 2147.07 ms
[2022-02-22 20:42:54 main:574] : INFO : Epoch 1941 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 2157.15 ms
[2022-02-22 20:42:57 main:574] : INFO : Epoch 1942 | loss: 0.0311741 | val_loss: 0.031185 | Time: 2191 ms
[2022-02-22 20:42:59 main:574] : INFO : Epoch 1943 | loss: 0.031174 | val_loss: 0.0311776 | Time: 2217.48 ms
[2022-02-22 20:43:01 main:574] : INFO : Epoch 1944 | loss: 0.0311694 | val_loss: 0.0311854 | Time: 2190.07 ms
[2022-02-22 20:43:03 main:574] : INFO : Epoch 1945 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 2192.11 ms
[2022-02-22 20:43:05 main:574] : INFO : Epoch 1946 | loss: 0.03117 | val_loss: 0.0311747 | Time: 2174.13 ms
[2022-02-22 20:43:08 main:574] : INFO : Epoch 1947 | loss: 0.031169 | val_loss: 0.0311783 | Time: 2139.27 ms
[2022-02-22 20:43:10 main:574] : INFO : Epoch 1948 | loss: 0.0311848 | val_loss: 0.0311855 | Time: 2161.93 ms
[2022-02-22 20:43:12 main:574] : INFO : Epoch 1949 | loss: 0.0311822 | val_loss: 0.0311817 | Time: 2134.23 ms
[2022-02-22 20:43:14 main:574] : INFO : Epoch 1950 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 2202.54 ms
[2022-02-22 20:43:16 main:574] : INFO : Epoch 1951 | loss: 0.0311766 | val_loss: 0.0311761 | Time: 2130.97 ms
[2022-02-22 20:43:18 main:574] : INFO : Epoch 1952 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 2107.44 ms
[2022-02-22 20:43:21 main:574] : INFO : Epoch 1953 | loss: 0.0311752 | val_loss: 0.031178 | Time: 2211.07 ms
[2022-02-22 20:43:23 main:574] : INFO : Epoch 1954 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 2142.54 ms
[2022-02-22 20:43:25 main:574] : INFO : Epoch 1955 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 2200.26 ms
[2022-02-22 20:43:27 main:574] : INFO : Epoch 1956 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 2173.54 ms
[2022-02-22 20:43:29 main:574] : INFO : Epoch 1957 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 2200.33 ms
[2022-02-22 20:43:32 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311832 | Time: 2195.74 ms
[2022-02-22 20:43:34 main:574] : INFO : Epoch 1959 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 2156.34 ms
[2022-02-22 20:43:36 main:574] : INFO : Epoch 1960 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 2148.15 ms
[2022-02-22 20:43:38 main:574] : INFO : Epoch 1961 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 2191.78 ms
[2022-02-22 20:43:40 main:574] : INFO : Epoch 1962 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 2200.33 ms
[2022-02-22 20:43:43 main:574] : INFO : Epoch 1963 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 2192.43 ms
[2022-02-22 20:43:45 main:574] : INFO : Epoch 1964 | loss: 0.0311696 | val_loss: 0.031175 | Time: 2189.45 ms
[2022-02-22 20:43:47 main:574] : INFO : Epoch 1965 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 2148.65 ms
[2022-02-22 20:43:49 main:574] : INFO : Epoch 1966 | loss: 0.0311697 | val_loss: 0.031176 | Time: 2181.07 ms
[2022-02-22 20:43:51 main:574] : INFO : Epoch 1967 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 2179.07 ms
[2022-02-22 20:43:54 main:574] : INFO : Epoch 1968 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 2199.4 ms
[2022-02-22 20:43:56 main:574] : INFO : Epoch 1969 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 2174.26 ms
[2022-02-22 20:43:58 main:574] : INFO : Epoch 1970 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 2157.29 ms
[2022-02-22 20:44:00 main:574] : INFO : Epoch 1971 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2208.18 ms
[2022-02-22 20:44:02 main:574] : INFO : Epoch 1972 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 2170.81 ms
[2022-02-22 20:44:04 main:574] : INFO : Epoch 1973 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2162.39 ms
[2022-02-22 20:44:07 main:574] : INFO : Epoch 1974 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 2198.86 ms
[2022-02-22 20:44:09 main:574] : INFO : Epoch 1975 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 2188.42 ms
[2022-02-22 20:44:11 main:574] : INFO : Epoch 1976 | loss: 0.0311691 | val_loss: 0.0311758 | Time: 2162.61 ms
[2022-02-22 20:44:13 main:574] : INFO : Epoch 1977 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 2138.4 ms
[2022-02-22 20:44:15 main:574] : INFO : Epoch 1978 | loss: 0.0311676 | val_loss: 0.0311758 | Time: 2191.31 ms
[2022-02-22 20:44:18 main:574] : INFO : Epoch 1979 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 2150.46 ms
[2022-02-22 20:44:20 main:574] : INFO : Epoch 1980 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 2176.13 ms
[2022-02-22 20:44:22 main:574] : INFO : Epoch 1981 | loss: 0.0311663 | val_loss: 0.0311778 | Time: 2155.53 ms
[2022-02-22 20:44:24 main:574] : INFO : Epoch 1982 | loss: 0.031166 | val_loss: 0.0311742 | Time: 2168.59 ms
[2022-02-22 20:44:26 main:574] : INFO : Epoch 1983 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 2120.48 ms
[2022-02-22 20:44:28 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 2149.05 ms
[2022-02-22 20:44:31 main:574] : INFO : Epoch 1985 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 2145.32 ms
[2022-02-22 20:44:33 main:574] : INFO : Epoch 1986 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 2193.58 ms
[2022-02-22 20:44:35 main:574] : INFO : Epoch 1987 | loss: 0.031166 | val_loss: 0.0311738 | Time: 2232.86 ms
[2022-02-22 20:44:37 main:574] : INFO : Epoch 1988 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 2142.56 ms
[2022-02-22 20:44:39 main:574] : INFO : Epoch 1989 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 2192.12 ms
[2022-02-22 20:44:42 main:574] : INFO : Epoch 1990 | loss: 0.0311689 | val_loss: 0.031175 | Time: 2155.47 ms
[2022-02-22 20:44:44 main:574] : INFO : Epoch 1991 | loss: 0.0311668 | val_loss: 0.0311772 | Time: 2192.48 ms
[2022-02-22 20:44:46 main:574] : INFO : Epoch 1992 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 2159.13 ms
[2022-02-22 20:44:48 main:574] : INFO : Epoch 1993 | loss: 0.0311671 | val_loss: 0.0311835 | Time: 2131.18 ms
[2022-02-22 20:44:50 main:574] : INFO : Epoch 1994 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 2188.72 ms
[2022-02-22 20:44:53 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 2240.89 ms
[2022-02-22 20:44:55 main:574] : INFO : Epoch 1996 | loss: 0.031167 | val_loss: 0.0311757 | Time: 2168.28 ms
[2022-02-22 20:44:57 main:574] : INFO : Epoch 1997 | loss: 0.0311664 | val_loss: 0.0311761 | Time: 2168.62 ms
[2022-02-22 20:44:59 main:574] : INFO : Epoch 1998 | loss: 0.0311667 | val_loss: 0.031177 | Time: 2165.02 ms
[2022-02-22 20:45:01 main:574] : INFO : Epoch 1999 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 2183.27 ms
[2022-02-22 20:45:03 main:574] : INFO : Epoch 2000 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 2180.12 ms
[2022-02-22 20:45:06 main:574] : INFO : Epoch 2001 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 2199.41 ms
[2022-02-22 20:45:08 main:574] : INFO : Epoch 2002 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2185.33 ms
[2022-02-22 20:45:10 main:574] : INFO : Epoch 2003 | loss: 0.031166 | val_loss: 0.0311735 | Time: 2183.08 ms
[2022-02-22 20:45:12 main:574] : INFO : Epoch 2004 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2213.44 ms
[2022-02-22 20:45:15 main:574] : INFO : Epoch 2005 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 2162.14 ms
[2022-02-22 20:45:17 main:574] : INFO : Epoch 2006 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 2151.9 ms
[2022-02-22 20:45:19 main:574] : INFO : Epoch 2007 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 2248.83 ms
[2022-02-22 20:45:21 main:574] : INFO : Epoch 2008 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 2136.96 ms
[2022-02-22 20:45:23 main:574] : INFO : Epoch 2009 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 2136.44 ms
[2022-02-22 20:45:25 main:574] : INFO : Epoch 2010 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 2149.22 ms
[2022-02-22 20:45:28 main:574] : INFO : Epoch 2011 | loss: 0.0311835 | val_loss: 0.0311961 | Time: 2147.78 ms
[2022-02-22 20:45:30 main:574] : INFO : Epoch 2012 | loss: 0.0311957 | val_loss: 0.0311949 | Time: 2144.3 ms
[2022-02-22 20:45:32 main:574] : INFO : Epoch 2013 | loss: 0.031193 | val_loss: 0.0311938 | Time: 2188.68 ms
[2022-02-22 20:45:34 main:574] : INFO : Epoch 2014 | loss: 0.0311925 | val_loss: 0.0311936 | Time: 2144.05 ms
[2022-02-22 20:45:36 main:574] : INFO : Epoch 2015 | loss: 0.03119 | val_loss: 0.0311916 | Time: 2193.5 ms
[2022-02-22 20:45:38 main:574] : INFO : Epoch 2016 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 2142.2 ms
[2022-02-22 20:45:41 main:574] : INFO : Epoch 2017 | loss: 0.031188 | val_loss: 0.0311902 | Time: 2187.49 ms
[2022-02-22 20:45:43 main:574] : INFO : Epoch 2018 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 2221.15 ms
[2022-02-22 20:45:45 main:574] : INFO : Epoch 2019 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 2202.37 ms
[2022-02-22 20:45:47 main:574] : INFO : Epoch 2020 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 2229.09 ms
[2022-02-22 20:45:50 main:574] : INFO : Epoch 2021 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 2231.99 ms
[2022-02-22 20:45:52 main:574] : INFO : Epoch 2022 | loss: 0.031189 | val_loss: 0.0311902 | Time: 2160.02 ms
[2022-02-22 20:45:54 main:574] : INFO : Epoch 2023 | loss: 0.0311899 | val_loss: 0.0311945 | Time: 2188.55 ms
[2022-02-22 20:45:56 main:574] : INFO : Epoch 2024 | loss: 0.0311898 | val_loss: 0.0311915 | Time: 2172.26 ms
[2022-02-22 20:45:58 main:574] : INFO : Epoch 2025 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 2187.36 ms
[2022-02-22 20:46:00 main:574] : INFO : Epoch 2026 | loss: 0.0311878 | val_loss: 0.0311914 | Time: 2154.49 ms
[2022-02-22 20:46:03 main:574] : INFO : Epoch 2027 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 2147.73 ms
[2022-02-22 20:46:05 main:574] : INFO : Epoch 2028 | loss: 0.0311927 | val_loss: 0.0311936 | Time: 2185 ms
[2022-02-22 20:46:07 main:574] : INFO : Epoch 2029 | loss: 0.0311937 | val_loss: 0.0311913 | Time: 2168.79 ms
[2022-02-22 20:46:09 main:574] : INFO : Epoch 2030 | loss: 0.0311905 | val_loss: 0.0311912 | Time: 2156.53 ms
[2022-02-22 20:46:11 main:574] : INFO : Epoch 2031 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 2204.13 ms
[2022-02-22 20:46:14 main:574] : INFO : Epoch 2032 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 2158.47 ms
[2022-02-22 20:46:16 main:574] : INFO : Epoch 2033 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 2169.29 ms
[2022-02-22 20:46:18 main:574] : INFO : Epoch 2034 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 2176.21 ms
[2022-02-22 20:46:20 main:574] : INFO : Epoch 2035 | loss: 0.0311862 | val_loss: 0.0311874 | Time: 2134.35 ms
[2022-02-22 20:46:22 main:574] : INFO : Epoch 2036 | loss: 0.031187 | val_loss: 0.0311866 | Time: 2101.52 ms
[2022-02-22 20:46:24 main:574] : INFO : Epoch 2037 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 2203.59 ms
[2022-02-22 20:46:27 main:574] : INFO : Epoch 2038 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 2168.5 ms
[2022-02-22 20:46:29 main:574] : INFO : Epoch 2039 | loss: 0.0311837 | val_loss: 0.0311872 | Time: 2126.66 ms
[2022-02-22 20:46:31 main:574] : INFO : Epoch 2040 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 2197.21 ms
[2022-02-22 20:46:33 main:574] : INFO : Epoch 2041 | loss: 0.0311868 | val_loss: 0.0311877 | Time: 2171.22 ms
[2022-02-22 20:46:35 main:574] : INFO : Epoch 2042 | loss: 0.031186 | val_loss: 0.0311889 | Time: 2170.21 ms
[2022-02-22 20:46:38 main:574] : INFO : Epoch 2043 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 2156.65 ms
[2022-02-22 20:46:40 main:574] : INFO : Epoch 2044 | loss: 0.0311941 | val_loss: 0.0311939 | Time: 2129.99 ms
[2022-02-22 20:46:42 main:574] : INFO : Epoch 2045 | loss: 0.0311894 | val_loss: 0.0311909 | Time: 2190.54 ms
[2022-02-22 20:46:44 main:574] : INFO : Epoch 2046 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 2115.18 ms
[2022-02-22 20:46:46 main:574] : INFO : Epoch 2047 | loss: 0.03119 | val_loss: 0.0311897 | Time: 2142.99 ms
[2022-02-22 20:46:48 main:574] : INFO : Epoch 2048 | loss: 0.0311907 | val_loss: 0.0311889 | Time: 2190.26 ms
[2022-02-22 20:46:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311889
[2022-02-22 20:46:48 main:603] : INFO : Saving end state to config to file
[2022-02-22 20:46:48 main:608] : INFO : Success, exiting..
20:46:48 (748): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)