Task 7414442
| Name | ParityModified-1631728086-26679-1_0 |
| Workunit | 5087228 |
| Created | 17 Sep 2021, 7:49:21 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 11:44:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 13 min 30 sec |
| CPU time | 1 hours 13 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311622 | val_loss: 0.0311875 | Time: 2236 ms
[2021-09-24 07:26:57 main:581] : INFO : Epoch 1539 | loss: 0.0311613 | val_loss: 0.0311871 | Time: 2321.69 ms
[2021-09-24 07:26:59 main:581] : INFO : Epoch 1540 | loss: 0.031162 | val_loss: 0.0311874 | Time: 2334.72 ms
[2021-09-24 07:27:02 main:581] : INFO : Epoch 1541 | loss: 0.0311638 | val_loss: 0.031184 | Time: 2470.46 ms
[2021-09-24 07:27:04 main:581] : INFO : Epoch 1542 | loss: 0.0311634 | val_loss: 0.0311868 | Time: 2235.91 ms
[2021-09-24 07:27:06 main:581] : INFO : Epoch 1543 | loss: 0.031169 | val_loss: 0.0311825 | Time: 2269.21 ms
[2021-09-24 07:27:08 main:581] : INFO : Epoch 1544 | loss: 0.0311622 | val_loss: 0.0311839 | Time: 2086.09 ms
[2021-09-24 07:27:11 main:581] : INFO : Epoch 1545 | loss: 0.0311605 | val_loss: 0.0311866 | Time: 2120.95 ms
[2021-09-24 07:27:12 main:581] : INFO : Epoch 1546 | loss: 0.0311612 | val_loss: 0.0311838 | Time: 1961.92 ms
[2021-09-24 07:27:15 main:581] : INFO : Epoch 1547 | loss: 0.0311596 | val_loss: 0.0311847 | Time: 2261.36 ms
[2021-09-24 07:27:17 main:581] : INFO : Epoch 1548 | loss: 0.031161 | val_loss: 0.0311825 | Time: 1895.09 ms
[2021-09-24 07:27:19 main:581] : INFO : Epoch 1549 | loss: 0.0311602 | val_loss: 0.0311838 | Time: 2347.02 ms
[2021-09-24 07:27:21 main:581] : INFO : Epoch 1550 | loss: 0.031159 | val_loss: 0.031185 | Time: 1889.28 ms
[2021-09-24 07:27:23 main:581] : INFO : Epoch 1551 | loss: 0.0311601 | val_loss: 0.0311865 | Time: 2181.95 ms
[2021-09-24 07:27:25 main:581] : INFO : Epoch 1552 | loss: 0.0311586 | val_loss: 0.0311887 | Time: 2164.41 ms
[2021-09-24 07:27:27 main:581] : INFO : Epoch 1553 | loss: 0.0311613 | val_loss: 0.0311811 | Time: 2008.66 ms
[2021-09-24 07:27:29 main:581] : INFO : Epoch 1554 | loss: 0.0311613 | val_loss: 0.0311843 | Time: 2090.43 ms
[2021-09-24 07:27:31 main:581] : INFO : Epoch 1555 | loss: 0.0311595 | val_loss: 0.031184 | Time: 1915.37 ms
[2021-09-24 07:27:33 main:581] : INFO : Epoch 1556 | loss: 0.0311591 | val_loss: 0.031184 | Time: 2119.2 ms
[2021-09-24 07:27:36 main:581] : INFO : Epoch 1557 | loss: 0.0311582 | val_loss: 0.0311831 | Time: 2285.6 ms
[2021-09-24 07:27:38 main:581] : INFO : Epoch 1558 | loss: 0.0311569 | val_loss: 0.0311822 | Time: 2158.35 ms
[2021-09-24 07:27:40 main:581] : INFO : Epoch 1559 | loss: 0.031159 | val_loss: 0.0311848 | Time: 2153.06 ms
[2021-09-24 07:27:42 main:581] : INFO : Epoch 1560 | loss: 0.0311612 | val_loss: 0.031183 | Time: 2247.06 ms
[2021-09-24 07:27:44 main:581] : INFO : Epoch 1561 | loss: 0.0311592 | val_loss: 0.0311908 | Time: 2244.33 ms
[2021-09-24 07:27:47 main:581] : INFO : Epoch 1562 | loss: 0.0311576 | val_loss: 0.0311864 | Time: 2777.55 ms
[2021-09-24 07:27:50 main:581] : INFO : Epoch 1563 | loss: 0.0311559 | val_loss: 0.0311822 | Time: 2892.97 ms
[2021-09-24 07:27:53 main:581] : INFO : Epoch 1564 | loss: 0.0311552 | val_loss: 0.031184 | Time: 2606.41 ms
[2021-09-24 07:27:55 main:581] : INFO : Epoch 1565 | loss: 0.0311557 | val_loss: 0.0311834 | Time: 2398.31 ms
[2021-09-24 07:27:57 main:581] : INFO : Epoch 1566 | loss: 0.0311556 | val_loss: 0.0311827 | Time: 2204.03 ms
[2021-09-24 07:28:00 main:581] : INFO : Epoch 1567 | loss: 0.0311566 | val_loss: 0.0311862 | Time: 2480.49 ms
[2021-09-24 07:28:02 main:581] : INFO : Epoch 1568 | loss: 0.0311563 | val_loss: 0.0311848 | Time: 2183.2 ms
[2021-09-24 07:28:04 main:581] : INFO : Epoch 1569 | loss: 0.0311548 | val_loss: 0.0311871 | Time: 2182.27 ms
[2021-09-24 07:28:06 main:581] : INFO : Epoch 1570 | loss: 0.0311683 | val_loss: 0.0311838 | Time: 2150.81 ms
[2021-09-24 07:28:08 main:581] : INFO : Epoch 1571 | loss: 0.031173 | val_loss: 0.0311846 | Time: 2099.68 ms
[2021-09-24 07:28:11 main:581] : INFO : Epoch 1572 | loss: 0.031166 | val_loss: 0.031182 | Time: 2354.02 ms
[2021-09-24 07:28:13 main:581] : INFO : Epoch 1573 | loss: 0.0311665 | val_loss: 0.0311839 | Time: 2277.91 ms
[2021-09-24 07:28:15 main:581] : INFO : Epoch 1574 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 2354.78 ms
[2021-09-24 07:28:18 main:581] : INFO : Epoch 1575 | loss: 0.0311602 | val_loss: 0.0311856 | Time: 2357.25 ms
[2021-09-24 07:28:20 main:581] : INFO : Epoch 1576 | loss: 0.0311628 | val_loss: 0.0311814 | Time: 2285.71 ms
[2021-09-24 07:28:22 main:581] : INFO : Epoch 1577 | loss: 0.0311627 | val_loss: 0.0311844 | Time: 2091.76 ms
[2021-09-24 07:28:24 main:581] : INFO : Epoch 1578 | loss: 0.0311603 | val_loss: 0.0311808 | Time: 2168.29 ms
[2021-09-24 07:28:27 main:581] : INFO : Epoch 1579 | loss: 0.0311605 | val_loss: 0.0311805 | Time: 2534.27 ms
[2021-09-24 07:28:29 main:581] : INFO : Epoch 1580 | loss: 0.0311601 | val_loss: 0.0311835 | Time: 2441.12 ms
[2021-09-24 07:28:32 main:581] : INFO : Epoch 1581 | loss: 0.0311615 | val_loss: 0.031185 | Time: 2304.42 ms
[2021-09-24 07:28:34 main:581] : INFO : Epoch 1582 | loss: 0.0311588 | val_loss: 0.0311826 | Time: 2010.71 ms
[2021-09-24 07:28:36 main:581] : INFO : Epoch 1583 | loss: 0.0311558 | val_loss: 0.0311819 | Time: 2150.59 ms
[2021-09-24 07:28:38 main:581] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311821 | Time: 1997.92 ms
[2021-09-24 07:28:39 main:581] : INFO : Epoch 1585 | loss: 0.031157 | val_loss: 0.0311841 | Time: 1710.16 ms
[2021-09-24 07:28:41 main:581] : INFO : Epoch 1586 | loss: 0.0311571 | val_loss: 0.0311884 | Time: 1652.76 ms
[2021-09-24 07:28:43 main:581] : INFO : Epoch 1587 | loss: 0.031162 | val_loss: 0.0311829 | Time: 1741.8 ms
[2021-09-24 07:28:45 main:581] : INFO : Epoch 1588 | loss: 0.0311617 | val_loss: 0.0311847 | Time: 1713.68 ms
[2021-09-24 07:28:46 main:581] : INFO : Epoch 1589 | loss: 0.0311597 | val_loss: 0.0311824 | Time: 1828.56 ms
[2021-09-24 07:28:48 main:581] : INFO : Epoch 1590 | loss: 0.0311622 | val_loss: 0.0311868 | Time: 2076.93 ms
[2021-09-24 07:28:51 main:581] : INFO : Epoch 1591 | loss: 0.031158 | val_loss: 0.0311822 | Time: 2154.99 ms
[2021-09-24 07:28:53 main:581] : INFO : Epoch 1592 | loss: 0.0311585 | val_loss: 0.0311832 | Time: 2046.23 ms
[2021-09-24 07:28:55 main:581] : INFO : Epoch 1593 | loss: 0.0311595 | val_loss: 0.031183 | Time: 2117.92 ms
[2021-09-24 07:28:57 main:581] : INFO : Epoch 1594 | loss: 0.0311604 | val_loss: 0.0311812 | Time: 2168.14 ms
[2021-09-24 07:28:59 main:581] : INFO : Epoch 1595 | loss: 0.0311622 | val_loss: 0.0311831 | Time: 2101.57 ms
[2021-09-24 07:29:01 main:581] : INFO : Epoch 1596 | loss: 0.0311578 | val_loss: 0.0311864 | Time: 2248.9 ms
[2021-09-24 07:29:04 main:581] : INFO : Epoch 1597 | loss: 0.0311575 | val_loss: 0.0311815 | Time: 2322.12 ms
[2021-09-24 07:29:06 main:581] : INFO : Epoch 1598 | loss: 0.0311587 | val_loss: 0.031184 | Time: 1921.66 ms
[2021-09-24 07:29:08 main:581] : INFO : Epoch 1599 | loss: 0.0311641 | val_loss: 0.0311841 | Time: 2300.25 ms
[2021-09-24 07:29:10 main:581] : INFO : Epoch 1600 | loss: 0.0311619 | val_loss: 0.0311879 | Time: 2170.09 ms
[2021-09-24 07:29:12 main:581] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.0311855 | Time: 2249.57 ms
[2021-09-24 07:29:14 main:581] : INFO : Epoch 1602 | loss: 0.0311608 | val_loss: 0.031183 | Time: 2002.71 ms
[2021-09-24 07:29:17 main:581] : INFO : Epoch 1603 | loss: 0.0311601 | val_loss: 0.0311827 | Time: 2225.97 ms
[2021-09-24 07:29:19 main:581] : INFO : Epoch 1604 | loss: 0.0311591 | val_loss: 0.0311857 | Time: 2108.27 ms
[2021-09-24 07:29:21 main:581] : INFO : Epoch 1605 | loss: 0.0311565 | val_loss: 0.0311834 | Time: 1960.76 ms
[2021-09-24 07:29:23 main:581] : INFO : Epoch 1606 | loss: 0.0311554 | val_loss: 0.0311862 | Time: 2052.66 ms
[2021-09-24 07:29:25 main:581] : INFO : Epoch 1607 | loss: 0.0311567 | val_loss: 0.0311846 | Time: 2023.86 ms
[2021-09-24 07:29:27 main:581] : INFO : Epoch 1608 | loss: 0.0311573 | val_loss: 0.0311858 | Time: 2129.85 ms
[2021-09-24 07:29:29 main:581] : INFO : Epoch 1609 | loss: 0.0311562 | val_loss: 0.0311897 | Time: 2305.96 ms
[2021-09-24 07:29:31 main:581] : INFO : Epoch 1610 | loss: 0.0311569 | val_loss: 0.0311907 | Time: 2214.97 ms
[2021-09-24 07:29:34 main:581] : INFO : Epoch 1611 | loss: 0.031156 | val_loss: 0.0311863 | Time: 2395.37 ms
[2021-09-24 07:29:36 main:581] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.03119 | Time: 2388.66 ms
[2021-09-24 07:29:39 main:581] : INFO : Epoch 1613 | loss: 0.031153 | val_loss: 0.0311896 | Time: 2474.63 ms
[2021-09-24 07:29:41 main:581] : INFO : Epoch 1614 | loss: 0.0311534 | val_loss: 0.0311864 | Time: 2458.8 ms
[2021-09-24 07:29:43 main:581] : INFO : Epoch 1615 | loss: 0.0311534 | val_loss: 0.0311875 | Time: 2016.3 ms
[2021-09-24 07:29:45 main:581] : INFO : Epoch 1616 | loss: 0.0311512 | val_loss: 0.0311864 | Time: 2167.72 ms
[2021-09-24 07:29:47 main:581] : INFO : Epoch 1617 | loss: 0.0311525 | val_loss: 0.0311863 | Time: 2091.61 ms
[2021-09-24 07:29:49 main:581] : INFO : Epoch 1618 | loss: 0.0311628 | val_loss: 0.0311854 | Time: 1919.53 ms
[2021-09-24 07:29:51 main:581] : INFO : Epoch 1619 | loss: 0.0311631 | val_loss: 0.0311889 | Time: 1963.92 ms
[2021-09-24 07:29:53 main:581] : INFO : Epoch 1620 | loss: 0.0311595 | val_loss: 0.031185 | Time: 1873.01 ms
[2021-09-24 07:29:55 main:581] : INFO : Epoch 1621 | loss: 0.031163 | val_loss: 0.0311841 | Time: 1895.93 ms
[2021-09-24 07:29:57 main:581] : INFO : Epoch 1622 | loss: 0.0311617 | val_loss: 0.0311833 | Time: 1786.45 ms
[2021-09-24 07:29:59 main:581] : INFO : Epoch 1623 | loss: 0.031167 | val_loss: 0.0311862 | Time: 1937.46 ms
[2021-09-24 07:30:00 main:581] : INFO : Epoch 1624 | loss: 0.0311713 | val_loss: 0.0311907 | Time: 1790.42 ms
[2021-09-24 07:30:02 main:581] : INFO : Epoch 1625 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 1854.82 ms
[2021-09-24 07:30:04 main:581] : INFO : Epoch 1626 | loss: 0.0311621 | val_loss: 0.0311856 | Time: 2010.38 ms
[2021-09-24 07:30:07 main:581] : INFO : Epoch 1627 | loss: 0.03116 | val_loss: 0.0311857 | Time: 2232.19 ms
[2021-09-24 07:30:09 main:581] : INFO : Epoch 1628 | loss: 0.0311587 | val_loss: 0.0311848 | Time: 2059.59 ms
[2021-09-24 07:30:11 main:581] : INFO : Epoch 1629 | loss: 0.0311565 | val_loss: 0.031183 | Time: 2132.77 ms
[2021-09-24 07:30:13 main:581] : INFO : Epoch 1630 | loss: 0.0311563 | val_loss: 0.0311832 | Time: 2099.24 ms
[2021-09-24 07:30:15 main:581] : INFO : Epoch 1631 | loss: 0.0311544 | val_loss: 0.0311825 | Time: 2116.27 ms
[2021-09-24 07:30:17 main:581] : INFO : Epoch 1632 | loss: 0.0311562 | val_loss: 0.0311876 | Time: 2022.09 ms
[2021-09-24 07:30:19 main:581] : INFO : Epoch 1633 | loss: 0.0311555 | val_loss: 0.0311865 | Time: 2215.29 ms
[2021-09-24 07:30:21 main:581] : INFO : Epoch 1634 | loss: 0.0311554 | val_loss: 0.0311863 | Time: 2150.86 ms
[2021-09-24 07:30:24 main:581] : INFO : Epoch 1635 | loss: 0.0311546 | val_loss: 0.0311874 | Time: 2212.63 ms
[2021-09-24 07:30:26 main:581] : INFO : Epoch 1636 | loss: 0.0311541 | val_loss: 0.0311934 | Time: 2375.06 ms
[2021-09-24 07:30:28 main:581] : INFO : Epoch 1637 | loss: 0.0311553 | val_loss: 0.0311829 | Time: 1987.3 ms
[2021-09-24 07:30:30 main:581] : INFO : Epoch 1638 | loss: 0.0311538 | val_loss: 0.0311968 | Time: 2038.39 ms
[2021-09-24 07:30:32 main:581] : INFO : Epoch 1639 | loss: 0.0311538 | val_loss: 0.0311839 | Time: 2410.85 ms
[2021-09-24 07:30:34 main:581] : INFO : Epoch 1640 | loss: 0.0311523 | val_loss: 0.0311863 | Time: 2077.56 ms
[2021-09-24 07:30:36 main:581] : INFO : Epoch 1641 | loss: 0.0311536 | val_loss: 0.0311845 | Time: 1816.52 ms
[2021-09-24 07:30:38 main:581] : INFO : Epoch 1642 | loss: 0.0311532 | val_loss: 0.0311838 | Time: 2107.06 ms
[2021-09-24 07:30:41 main:581] : INFO : Epoch 1643 | loss: 0.0311536 | val_loss: 0.031181 | Time: 2094.34 ms
[2021-09-24 07:30:43 main:581] : INFO : Epoch 1644 | loss: 0.0311524 | val_loss: 0.0311843 | Time: 2138.03 ms
[2021-09-24 07:30:45 main:581] : INFO : Epoch 1645 | loss: 0.0311506 | val_loss: 0.0311846 | Time: 2023.63 ms
[2021-09-24 07:30:47 main:581] : INFO : Epoch 1646 | loss: 0.0311535 | val_loss: 0.0311867 | Time: 2158.29 ms
[2021-09-24 07:30:49 main:581] : INFO : Epoch 1647 | loss: 0.0311569 | val_loss: 0.0311911 | Time: 1859.45 ms
[2021-09-24 07:30:50 main:581] : INFO : Epoch 1648 | loss: 0.0311529 | val_loss: 0.0311856 | Time: 1792.71 ms
[2021-09-24 07:30:52 main:581] : INFO : Epoch 1649 | loss: 0.0311525 | val_loss: 0.0311868 | Time: 1884.33 ms
[2021-09-24 07:30:54 main:581] : INFO : Epoch 1650 | loss: 0.031152 | val_loss: 0.0311838 | Time: 2105.34 ms
[2021-09-24 07:30:56 main:581] : INFO : Epoch 1651 | loss: 0.0311529 | val_loss: 0.0311854 | Time: 1989.56 ms
[2021-09-24 07:30:58 main:581] : INFO : Epoch 1652 | loss: 0.0311542 | val_loss: 0.0311881 | Time: 1976.25 ms
[2021-09-24 07:31:01 main:581] : INFO : Epoch 1653 | loss: 0.031151 | val_loss: 0.0311863 | Time: 2103.59 ms
[2021-09-24 07:31:03 main:581] : INFO : Epoch 1654 | loss: 0.0311529 | val_loss: 0.031186 | Time: 2236.17 ms
[2021-09-24 07:31:05 main:581] : INFO : Epoch 1655 | loss: 0.0311498 | val_loss: 0.0311842 | Time: 1993.08 ms
[2021-09-24 07:31:07 main:581] : INFO : Epoch 1656 | loss: 0.03115 | val_loss: 0.0311832 | Time: 2022.5 ms
[2021-09-24 07:31:09 main:581] : INFO : Epoch 1657 | loss: 0.0311507 | val_loss: 0.0311809 | Time: 1982.08 ms
[2021-09-24 07:31:11 main:581] : INFO : Epoch 1658 | loss: 0.0311507 | val_loss: 0.031182 | Time: 2333.1 ms
[2021-09-24 07:31:13 main:581] : INFO : Epoch 1659 | loss: 0.0311524 | val_loss: 0.0311938 | Time: 2283.13 ms
[2021-09-24 07:31:15 main:581] : INFO : Epoch 1660 | loss: 0.0311509 | val_loss: 0.0311843 | Time: 2080.27 ms
[2021-09-24 07:31:18 main:581] : INFO : Epoch 1661 | loss: 0.0311496 | val_loss: 0.0311853 | Time: 2042.2 ms
[2021-09-24 07:31:20 main:581] : INFO : Epoch 1662 | loss: 0.0311492 | val_loss: 0.0311877 | Time: 2289.07 ms
[2021-09-24 07:31:22 main:581] : INFO : Epoch 1663 | loss: 0.0311486 | val_loss: 0.0311858 | Time: 2127.64 ms
[2021-09-24 07:31:24 main:581] : INFO : Epoch 1664 | loss: 0.0311498 | val_loss: 0.0311884 | Time: 2151.02 ms
[2021-09-24 07:31:26 main:581] : INFO : Epoch 1665 | loss: 0.0311508 | val_loss: 0.0311827 | Time: 1985.53 ms
[2021-09-24 07:31:28 main:581] : INFO : Epoch 1666 | loss: 0.0311509 | val_loss: 0.0311816 | Time: 1989.66 ms
[2021-09-24 07:31:30 main:581] : INFO : Epoch 1667 | loss: 0.0311507 | val_loss: 0.0311886 | Time: 1891.98 ms
[2021-09-24 07:31:32 main:581] : INFO : Epoch 1668 | loss: 0.0311507 | val_loss: 0.0311843 | Time: 1919.45 ms
[2021-09-24 07:31:34 main:581] : INFO : Epoch 1669 | loss: 0.0311505 | val_loss: 0.0311839 | Time: 2059.96 ms
[2021-09-24 07:31:36 main:581] : INFO : Epoch 1670 | loss: 0.0311494 | val_loss: 0.0311847 | Time: 2062.81 ms
[2021-09-24 07:31:38 main:581] : INFO : Epoch 1671 | loss: 0.031153 | val_loss: 0.0311904 | Time: 1864.13 ms
[2021-09-24 07:31:40 main:581] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.0311868 | Time: 2050.76 ms
[2021-09-24 07:31:42 main:581] : INFO : Epoch 1673 | loss: 0.0311647 | val_loss: 0.0311919 | Time: 2142.71 ms
[2021-09-24 07:31:44 main:581] : INFO : Epoch 1674 | loss: 0.03116 | val_loss: 0.0311849 | Time: 2025.65 ms
[2021-09-24 07:31:46 main:581] : INFO : Epoch 1675 | loss: 0.0311543 | val_loss: 0.0311843 | Time: 2145.37 ms
[2021-09-24 07:31:49 main:581] : INFO : Epoch 1676 | loss: 0.0311564 | val_loss: 0.0311864 | Time: 2284.76 ms
[2021-09-24 07:31:51 main:581] : INFO : Epoch 1677 | loss: 0.0311554 | val_loss: 0.0311846 | Time: 2053.35 ms
[2021-09-24 07:31:53 main:581] : INFO : Epoch 1678 | loss: 0.0311545 | val_loss: 0.0311837 | Time: 1990.82 ms
[2021-09-24 07:31:55 main:581] : INFO : Epoch 1679 | loss: 0.0311533 | val_loss: 0.0311829 | Time: 2228.71 ms
[2021-09-24 07:31:57 main:581] : INFO : Epoch 1680 | loss: 0.0311529 | val_loss: 0.0311841 | Time: 2221.88 ms
[2021-09-24 07:31:59 main:581] : INFO : Epoch 1681 | loss: 0.0311537 | val_loss: 0.0311849 | Time: 1810.34 ms
[2021-09-24 07:32:01 main:581] : INFO : Epoch 1682 | loss: 0.0311539 | val_loss: 0.0311875 | Time: 2196.59 ms
[2021-09-24 07:32:03 main:581] : INFO : Epoch 1683 | loss: 0.0311509 | val_loss: 0.0311873 | Time: 2006.57 ms
[2021-09-24 07:32:05 main:581] : INFO : Epoch 1684 | loss: 0.0311507 | val_loss: 0.0311876 | Time: 2136.99 ms
[2021-09-24 07:32:07 main:581] : INFO : Epoch 1685 | loss: 0.0311539 | val_loss: 0.0311853 | Time: 2030.37 ms
[2021-09-24 07:32:09 main:581] : INFO : Epoch 1686 | loss: 0.0311568 | val_loss: 0.0311878 | Time: 2042.33 ms
[2021-09-24 07:32:11 main:581] : INFO : Epoch 1687 | loss: 0.0311592 | val_loss: 0.0311826 | Time: 1994.05 ms
[2021-09-24 07:32:13 main:581] : INFO : Epoch 1688 | loss: 0.0311597 | val_loss: 0.0311827 | Time: 1952.38 ms
[2021-09-24 07:32:15 main:581] : INFO : Epoch 1689 | loss: 0.031158 | val_loss: 0.0311834 | Time: 2002.69 ms
[2021-09-24 07:32:17 main:581] : INFO : Epoch 1690 | loss: 0.0311562 | val_loss: 0.0311837 | Time: 2162.99 ms
[2021-09-24 07:32:19 main:581] : INFO : Epoch 1691 | loss: 0.0311578 | val_loss: 0.0311797 | Time: 2143.44 ms
[2021-09-24 07:32:22 main:581] : INFO : Epoch 1692 | loss: 0.0311769 | val_loss: 0.0312253 | Time: 2065.29 ms
[2021-09-24 07:32:24 main:581] : INFO : Epoch 1693 | loss: 0.0312245 | val_loss: 0.0312072 | Time: 2104.5 ms
[2021-09-24 07:32:26 main:581] : INFO : Epoch 1694 | loss: 0.0312017 | val_loss: 0.0311972 | Time: 1879.88 ms
[2021-09-24 07:32:27 main:581] : INFO : Epoch 1695 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 1884.18 ms
[2021-09-24 07:32:29 main:581] : INFO : Epoch 1696 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 2066.87 ms
[2021-09-24 07:32:31 main:581] : INFO : Epoch 1697 | loss: 0.0311846 | val_loss: 0.0311877 | Time: 1954.01 ms
[2021-09-24 07:32:33 main:581] : INFO : Epoch 1698 | loss: 0.031181 | val_loss: 0.0311874 | Time: 1823.45 ms
[2021-09-24 07:32:35 main:581] : INFO : Epoch 1699 | loss: 0.0311796 | val_loss: 0.0311858 | Time: 2010.33 ms
[2021-09-24 07:32:37 main:581] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311864 | Time: 1973.09 ms
[2021-09-24 07:32:39 main:581] : INFO : Epoch 1701 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 2053.81 ms
[2021-09-24 07:32:42 main:581] : INFO : Epoch 1702 | loss: 0.031176 | val_loss: 0.0311864 | Time: 2360.71 ms
[2021-09-24 07:32:44 main:581] : INFO : Epoch 1703 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 2196.51 ms
[2021-09-24 07:32:46 main:581] : INFO : Epoch 1704 | loss: 0.0311763 | val_loss: 0.0311864 | Time: 1982.46 ms
[2021-09-24 07:32:48 main:581] : INFO : Epoch 1705 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 2571.57 ms
[2021-09-24 07:32:51 main:581] : INFO : Epoch 1706 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 2218.9 ms
[2021-09-24 07:32:53 main:581] : INFO : Epoch 1707 | loss: 0.0311807 | val_loss: 0.0311874 | Time: 2064.41 ms
[2021-09-24 07:32:55 main:581] : INFO : Epoch 1708 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 1881.86 ms
[2021-09-24 07:32:56 main:581] : INFO : Epoch 1709 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 1818.76 ms
[2021-09-24 07:32:59 main:581] : INFO : Epoch 1710 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 2151.08 ms
[2021-09-24 07:33:01 main:581] : INFO : Epoch 1711 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 2041.78 ms
[2021-09-24 07:33:03 main:581] : INFO : Epoch 1712 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 2021.7 ms
[2021-09-24 07:33:05 main:581] : INFO : Epoch 1713 | loss: 0.0311779 | val_loss: 0.0311873 | Time: 2105.46 ms
[2021-09-24 07:33:07 main:581] : INFO : Epoch 1714 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 2223.46 ms
[2021-09-24 07:33:09 main:581] : INFO : Epoch 1715 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 2261.98 ms
[2021-09-24 07:33:11 main:581] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 2060.58 ms
[2021-09-24 07:33:13 main:581] : INFO : Epoch 1717 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 2185.56 ms
[2021-09-24 07:33:16 main:581] : INFO : Epoch 1718 | loss: 0.031173 | val_loss: 0.0311863 | Time: 2146.47 ms
[2021-09-24 07:33:18 main:581] : INFO : Epoch 1719 | loss: 0.031174 | val_loss: 0.0311851 | Time: 2088.83 ms
[2021-09-24 07:33:20 main:581] : INFO : Epoch 1720 | loss: 0.0311775 | val_loss: 0.0311945 | Time: 1850.45 ms
[2021-09-24 07:33:22 main:581] : INFO : Epoch 1721 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 2102.19 ms
[2021-09-24 07:33:24 main:581] : INFO : Epoch 1722 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 1896.24 ms
[2021-09-24 07:33:26 main:581] : INFO : Epoch 1723 | loss: 0.0311719 | val_loss: 0.0311849 | Time: 1996.13 ms
[2021-09-24 07:33:28 main:581] : INFO : Epoch 1724 | loss: 0.0311709 | val_loss: 0.031185 | Time: 2018.71 ms
[2021-09-24 07:33:30 main:581] : INFO : Epoch 1725 | loss: 0.0311715 | val_loss: 0.0311885 | Time: 1950.27 ms
[2021-09-24 07:33:32 main:581] : INFO : Epoch 1726 | loss: 0.0311734 | val_loss: 0.0311866 | Time: 2152.92 ms
[2021-09-24 07:33:34 main:581] : INFO : Epoch 1727 | loss: 0.0311721 | val_loss: 0.0311855 | Time: 1985.53 ms
[2021-09-24 07:33:36 main:581] : INFO : Epoch 1728 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 2301.44 ms
[2021-09-24 07:33:38 main:581] : INFO : Epoch 1729 | loss: 0.0311706 | val_loss: 0.031185 | Time: 2086.51 ms
[2021-09-24 07:33:40 main:581] : INFO : Epoch 1730 | loss: 0.0311687 | val_loss: 0.0311846 | Time: 2019.39 ms
[2021-09-24 07:33:42 main:581] : INFO : Epoch 1731 | loss: 0.0311682 | val_loss: 0.0311863 | Time: 1929.13 ms
[2021-09-24 07:33:44 main:581] : INFO : Epoch 1732 | loss: 0.0311674 | val_loss: 0.0311867 | Time: 2230.44 ms
[2021-09-24 07:33:46 main:581] : INFO : Epoch 1733 | loss: 0.031166 | val_loss: 0.0311875 | Time: 2080.52 ms
[2021-09-24 07:33:49 main:581] : INFO : Epoch 1734 | loss: 0.0311657 | val_loss: 0.0311866 | Time: 2478.02 ms
[2021-09-24 07:33:51 main:581] : INFO : Epoch 1735 | loss: 0.0311657 | val_loss: 0.0311857 | Time: 1970.96 ms
[2021-09-24 07:33:53 main:581] : INFO : Epoch 1736 | loss: 0.0311651 | val_loss: 0.0311933 | Time: 2400.75 ms
[2021-09-24 07:33:55 main:581] : INFO : Epoch 1737 | loss: 0.0311684 | val_loss: 0.0311886 | Time: 2030.03 ms
[2021-09-24 07:33:57 main:581] : INFO : Epoch 1738 | loss: 0.0311668 | val_loss: 0.031191 | Time: 2026.9 ms
[2021-09-24 07:33:59 main:581] : INFO : Epoch 1739 | loss: 0.0311663 | val_loss: 0.0311886 | Time: 1990.82 ms
[2021-09-24 07:34:01 main:581] : INFO : Epoch 1740 | loss: 0.0311671 | val_loss: 0.0311924 | Time: 1905.3 ms
[2021-09-24 07:34:03 main:581] : INFO : Epoch 1741 | loss: 0.0311677 | val_loss: 0.0311936 | Time: 1983.44 ms
[2021-09-24 07:34:05 main:581] : INFO : Epoch 1742 | loss: 0.0311688 | val_loss: 0.0312019 | Time: 2030 ms
[2021-09-24 07:34:07 main:581] : INFO : Epoch 1743 | loss: 0.0311684 | val_loss: 0.0311894 | Time: 1880.22 ms
[2021-09-24 07:34:09 main:581] : INFO : Epoch 1744 | loss: 0.031167 | val_loss: 0.0311886 | Time: 1959.95 ms
[2021-09-24 07:34:11 main:581] : INFO : Epoch 1745 | loss: 0.0311688 | val_loss: 0.0311933 | Time: 1982.47 ms
[2021-09-24 07:34:13 main:581] : INFO : Epoch 1746 | loss: 0.0311763 | val_loss: 0.0311898 | Time: 2027.29 ms
[2021-09-24 07:34:15 main:581] : INFO : Epoch 1747 | loss: 0.0311773 | val_loss: 0.0311896 | Time: 2032.56 ms
[2021-09-24 07:34:17 main:581] : INFO : Epoch 1748 | loss: 0.0311762 | val_loss: 0.0311864 | Time: 2099.34 ms
[2021-09-24 07:34:20 main:581] : INFO : Epoch 1749 | loss: 0.0311747 | val_loss: 0.0311859 | Time: 2414.89 ms
[2021-09-24 07:34:22 main:581] : INFO : Epoch 1750 | loss: 0.0311829 | val_loss: 0.0311915 | Time: 1979.02 ms
[2021-09-24 07:34:23 main:581] : INFO : Epoch 1751 | loss: 0.031182 | val_loss: 0.0311896 | Time: 1893.66 ms
[2021-09-24 07:34:25 main:581] : INFO : Epoch 1752 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 1956.01 ms
[2021-09-24 07:34:27 main:581] : INFO : Epoch 1753 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 2090.19 ms
[2021-09-24 07:34:30 main:581] : INFO : Epoch 1754 | loss: 0.0311756 | val_loss: 0.0311888 | Time: 2275.97 ms
[2021-09-24 07:34:32 main:581] : INFO : Epoch 1755 | loss: 0.0311758 | val_loss: 0.0311888 | Time: 2155.12 ms
[2021-09-24 07:34:34 main:581] : INFO : Epoch 1756 | loss: 0.0311729 | val_loss: 0.0311867 | Time: 2206.26 ms
[2021-09-24 07:34:36 main:581] : INFO : Epoch 1757 | loss: 0.0311731 | val_loss: 0.0311878 | Time: 2094.98 ms
[2021-09-24 07:34:38 main:581] : INFO : Epoch 1758 | loss: 0.0311714 | val_loss: 0.0311888 | Time: 1935.18 ms
[2021-09-24 07:34:40 main:581] : INFO : Epoch 1759 | loss: 0.0311704 | val_loss: 0.0311889 | Time: 2039.34 ms
[2021-09-24 07:34:42 main:581] : INFO : Epoch 1760 | loss: 0.0311696 | val_loss: 0.0311888 | Time: 2159.61 ms
[2021-09-24 07:34:45 main:581] : INFO : Epoch 1761 | loss: 0.0311701 | val_loss: 0.0311916 | Time: 2343.41 ms
[2021-09-24 07:34:47 main:581] : INFO : Epoch 1762 | loss: 0.0311689 | val_loss: 0.0311878 | Time: 2260.7 ms
[2021-09-24 07:34:49 main:581] : INFO : Epoch 1763 | loss: 0.0311682 | val_loss: 0.0311879 | Time: 2128.31 ms
[2021-09-24 07:34:51 main:581] : INFO : Epoch 1764 | loss: 0.0311696 | val_loss: 0.0311948 | Time: 2078.9 ms
[2021-09-24 07:34:53 main:581] : INFO : Epoch 1765 | loss: 0.0311702 | val_loss: 0.0311899 | Time: 1986.28 ms
[2021-09-24 07:34:55 main:581] : INFO : Epoch 1766 | loss: 0.0311702 | val_loss: 0.0311859 | Time: 2157.36 ms
[2021-09-24 07:34:58 main:581] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311845 | Time: 2276.63 ms
[2021-09-24 07:35:00 main:581] : INFO : Epoch 1768 | loss: 0.0311685 | val_loss: 0.0311841 | Time: 2250.23 ms
[2021-09-24 07:35:02 main:581] : INFO : Epoch 1769 | loss: 0.0311678 | val_loss: 0.0311864 | Time: 1998.05 ms
[2021-09-24 07:35:04 main:581] : INFO : Epoch 1770 | loss: 0.0311715 | val_loss: 0.0311911 | Time: 1948.87 ms
[2021-09-24 07:35:06 main:581] : INFO : Epoch 1771 | loss: 0.0311681 | val_loss: 0.0311827 | Time: 1935.93 ms
[2021-09-24 07:35:08 main:581] : INFO : Epoch 1772 | loss: 0.0311663 | val_loss: 0.0311859 | Time: 1956.68 ms
[2021-09-24 07:35:10 main:581] : INFO : Epoch 1773 | loss: 0.0311658 | val_loss: 0.0311847 | Time: 2229.36 ms
[2021-09-24 07:35:12 main:581] : INFO : Epoch 1774 | loss: 0.0311652 | val_loss: 0.0311889 | Time: 1932.99 ms
[2021-09-24 07:35:14 main:581] : INFO : Epoch 1775 | loss: 0.0311717 | val_loss: 0.0311881 | Time: 2099.09 ms
[2021-09-24 07:35:16 main:581] : INFO : Epoch 1776 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 2136.78 ms
[2021-09-24 07:35:18 main:581] : INFO : Epoch 1777 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 1957.31 ms
[2021-09-24 07:35:20 main:581] : INFO : Epoch 1778 | loss: 0.0311791 | val_loss: 0.0311867 | Time: 2210.96 ms
[2021-09-24 07:35:22 main:581] : INFO : Epoch 1779 | loss: 0.0311808 | val_loss: 0.0311898 | Time: 1876.41 ms
[2021-09-24 07:35:24 main:581] : INFO : Epoch 1780 | loss: 0.031185 | val_loss: 0.0311941 | Time: 1850.03 ms
[2021-09-24 07:35:26 main:581] : INFO : Epoch 1781 | loss: 0.0311815 | val_loss: 0.0311896 | Time: 2187.51 ms
[2021-09-24 07:35:28 main:581] : INFO : Epoch 1782 | loss: 0.0311788 | val_loss: 0.0311894 | Time: 1914.24 ms
[2021-09-24 07:35:30 main:581] : INFO : Epoch 1783 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 2124.7 ms
[2021-09-24 07:35:32 main:581] : INFO : Epoch 1784 | loss: 0.0311771 | val_loss: 0.0311899 | Time: 1926.19 ms
[2021-09-24 07:35:34 main:581] : INFO : Epoch 1785 | loss: 0.031177 | val_loss: 0.0311885 | Time: 2215.61 ms
[2021-09-24 07:35:36 main:581] : INFO : Epoch 1786 | loss: 0.0311809 | val_loss: 0.0311912 | Time: 2063.74 ms
[2021-09-24 07:35:39 main:581] : INFO : Epoch 1787 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 2127.71 ms
[2021-09-24 07:35:41 main:581] : INFO : Epoch 1788 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 2094.62 ms
[2021-09-24 07:35:43 main:581] : INFO : Epoch 1789 | loss: 0.0311778 | val_loss: 0.0311933 | Time: 1923.47 ms
[2021-09-24 07:35:44 main:581] : INFO : Epoch 1790 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 1752.47 ms
[2021-09-24 07:35:46 main:581] : INFO : Epoch 1791 | loss: 0.0311748 | val_loss: 0.0311893 | Time: 1940.94 ms
[2021-09-24 07:35:48 main:581] : INFO : Epoch 1792 | loss: 0.0311775 | val_loss: 0.0311905 | Time: 1969.14 ms
[2021-09-24 07:35:51 main:581] : INFO : Epoch 1793 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 2385.84 ms
[2021-09-24 07:35:53 main:581] : INFO : Epoch 1794 | loss: 0.0311744 | val_loss: 0.031187 | Time: 2018.32 ms
[2021-09-24 07:35:55 main:581] : INFO : Epoch 1795 | loss: 0.0311729 | val_loss: 0.0311882 | Time: 2007.08 ms
[2021-09-24 07:35:57 main:581] : INFO : Epoch 1796 | loss: 0.0311738 | val_loss: 0.031187 | Time: 2063.31 ms
[2021-09-24 07:35:59 main:581] : INFO : Epoch 1797 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 1902.56 ms
[2021-09-24 07:36:01 main:581] : INFO : Epoch 1798 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 2440.31 ms
[2021-09-24 07:36:03 main:581] : INFO : Epoch 1799 | loss: 0.0311767 | val_loss: 0.0311878 | Time: 2335.51 ms
[2021-09-24 07:36:06 main:581] : INFO : Epoch 1800 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2181.34 ms
[2021-09-24 07:36:08 main:581] : INFO : Epoch 1801 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 2110.66 ms
[2021-09-24 07:36:10 main:581] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311871 | Time: 2264.93 ms
[2021-09-24 07:36:12 main:581] : INFO : Epoch 1803 | loss: 0.0311725 | val_loss: 0.031184 | Time: 2187.11 ms
[2021-09-24 07:36:14 main:581] : INFO : Epoch 1804 | loss: 0.0311718 | val_loss: 0.0311883 | Time: 2010.87 ms
[2021-09-24 07:36:16 main:581] : INFO : Epoch 1805 | loss: 0.0311719 | val_loss: 0.0311846 | Time: 1891.87 ms
[2021-09-24 07:36:18 main:581] : INFO : Epoch 1806 | loss: 0.0311699 | val_loss: 0.0311845 | Time: 2152.04 ms
[2021-09-24 07:36:20 main:581] : INFO : Epoch 1807 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 1867.25 ms
[2021-09-24 07:36:22 main:581] : INFO : Epoch 1808 | loss: 0.0311691 | val_loss: 0.031184 | Time: 2072.64 ms
[2021-09-24 07:36:24 main:581] : INFO : Epoch 1809 | loss: 0.0311688 | val_loss: 0.0311836 | Time: 1913.11 ms
[2021-09-24 07:36:26 main:581] : INFO : Epoch 1810 | loss: 0.0311681 | val_loss: 0.0311845 | Time: 2155.54 ms
[2021-09-24 07:36:28 main:581] : INFO : Epoch 1811 | loss: 0.031168 | val_loss: 0.0311841 | Time: 1934.63 ms
[2021-09-24 07:36:30 main:581] : INFO : Epoch 1812 | loss: 0.0311723 | val_loss: 0.0311842 | Time: 2148.79 ms
[2021-09-24 07:36:32 main:581] : INFO : Epoch 1813 | loss: 0.0311709 | val_loss: 0.0311858 | Time: 2154.05 ms
[2021-09-24 07:36:35 main:581] : INFO : Epoch 1814 | loss: 0.031173 | val_loss: 0.0311857 | Time: 2353.8 ms
[2021-09-24 07:36:37 main:581] : INFO : Epoch 1815 | loss: 0.0311705 | val_loss: 0.0311849 | Time: 1953.39 ms
[2021-09-24 07:36:39 main:581] : INFO : Epoch 1816 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 2445.3 ms
[2021-09-24 07:36:41 main:581] : INFO : Epoch 1817 | loss: 0.0311725 | val_loss: 0.0311839 | Time: 2288.83 ms
[2021-09-24 07:36:44 main:581] : INFO : Epoch 1818 | loss: 0.0311719 | val_loss: 0.031184 | Time: 2084.57 ms
[2021-09-24 07:36:46 main:581] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311861 | Time: 1991.84 ms
[2021-09-24 07:36:48 main:581] : INFO : Epoch 1820 | loss: 0.0311743 | val_loss: 0.0311859 | Time: 2107.8 ms
[2021-09-24 07:36:50 main:581] : INFO : Epoch 1821 | loss: 0.0311733 | val_loss: 0.0311877 | Time: 2021.38 ms
[2021-09-24 07:36:52 main:581] : INFO : Epoch 1822 | loss: 0.0311726 | val_loss: 0.0311881 | Time: 2016.38 ms
[2021-09-24 07:36:54 main:581] : INFO : Epoch 1823 | loss: 0.0311725 | val_loss: 0.031184 | Time: 2063.95 ms
[2021-09-24 07:36:56 main:581] : INFO : Epoch 1824 | loss: 0.0311702 | val_loss: 0.031184 | Time: 1994.39 ms
[2021-09-24 07:36:58 main:581] : INFO : Epoch 1825 | loss: 0.0311712 | val_loss: 0.0311856 | Time: 1989.8 ms
[2021-09-24 07:37:00 main:581] : INFO : Epoch 1826 | loss: 0.0311716 | val_loss: 0.0311862 | Time: 2171.97 ms
[2021-09-24 07:37:02 main:581] : INFO : Epoch 1827 | loss: 0.0311716 | val_loss: 0.0311845 | Time: 1906.7 ms
[2021-09-24 07:37:04 main:581] : INFO : Epoch 1828 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 2207.2 ms
[2021-09-24 07:37:06 main:581] : INFO : Epoch 1829 | loss: 0.0311723 | val_loss: 0.0311855 | Time: 2205.67 ms
[2021-09-24 07:37:08 main:581] : INFO : Epoch 1830 | loss: 0.031172 | val_loss: 0.0311822 | Time: 2035.53 ms
[2021-09-24 07:37:10 main:581] : INFO : Epoch 1831 | loss: 0.0311729 | val_loss: 0.0311852 | Time: 2160.53 ms
[2021-09-24 07:37:12 main:581] : INFO : Epoch 1832 | loss: 0.0311729 | val_loss: 0.0311903 | Time: 1978.65 ms
[2021-09-24 07:37:15 main:581] : INFO : Epoch 1833 | loss: 0.03117 | val_loss: 0.031182 | Time: 2172.68 ms
[2021-09-24 07:37:16 main:581] : INFO : Epoch 1834 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 1871.12 ms
[2021-09-24 07:37:19 main:581] : INFO : Epoch 1835 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 2074.24 ms
[2021-09-24 07:37:21 main:581] : INFO : Epoch 1836 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 2205.12 ms
[2021-09-24 07:37:23 main:581] : INFO : Epoch 1837 | loss: 0.0311691 | val_loss: 0.0311827 | Time: 2105.71 ms
[2021-09-24 07:37:25 main:581] : INFO : Epoch 1838 | loss: 0.0311707 | val_loss: 0.0311827 | Time: 2171.99 ms
[2021-09-24 07:37:27 main:581] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.0311843 | Time: 1949.08 ms
[2021-09-24 07:37:29 main:581] : INFO : Epoch 1840 | loss: 0.031168 | val_loss: 0.0311828 | Time: 1979.81 ms
[2021-09-24 07:37:31 main:581] : INFO : Epoch 1841 | loss: 0.0311668 | val_loss: 0.0311843 | Time: 2038.8 ms
[2021-09-24 07:37:33 main:581] : INFO : Epoch 1842 | loss: 0.0311697 | val_loss: 0.0311911 | Time: 1899.91 ms
[2021-09-24 07:37:35 main:581] : INFO : Epoch 1843 | loss: 0.0311738 | val_loss: 0.0311879 | Time: 2015.04 ms
[2021-09-24 07:37:37 main:581] : INFO : Epoch 1844 | loss: 0.0311686 | val_loss: 0.0311828 | Time: 2240.6 ms
[2021-09-24 07:37:39 main:581] : INFO : Epoch 1845 | loss: 0.0311668 | val_loss: 0.031189 | Time: 2372.09 ms
[2021-09-24 07:37:42 main:581] : INFO : Epoch 1846 | loss: 0.0311686 | val_loss: 0.0311866 | Time: 2098.54 ms
[2021-09-24 07:37:44 main:581] : INFO : Epoch 1847 | loss: 0.0311705 | val_loss: 0.031188 | Time: 2140.72 ms
[2021-09-24 07:37:46 main:581] : INFO : Epoch 1848 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 2145.5 ms
[2021-09-24 07:37:48 main:581] : INFO : Epoch 1849 | loss: 0.0311679 | val_loss: 0.031184 | Time: 2176.05 ms
[2021-09-24 07:37:50 main:581] : INFO : Epoch 1850 | loss: 0.0311673 | val_loss: 0.0311855 | Time: 1848.65 ms
[2021-09-24 07:37:52 main:581] : INFO : Epoch 1851 | loss: 0.0311718 | val_loss: 0.0311857 | Time: 2023.71 ms
[2021-09-24 07:37:54 main:581] : INFO : Epoch 1852 | loss: 0.0311696 | val_loss: 0.0311857 | Time: 2245.21 ms
[2021-09-24 07:37:56 main:581] : INFO : Epoch 1853 | loss: 0.031171 | val_loss: 0.0311873 | Time: 1905.67 ms
[2021-09-24 07:37:58 main:581] : INFO : Epoch 1854 | loss: 0.0311713 | val_loss: 0.0311859 | Time: 2054.72 ms
[2021-09-24 07:38:00 main:581] : INFO : Epoch 1855 | loss: 0.0311698 | val_loss: 0.031184 | Time: 2089.66 ms
[2021-09-24 07:38:02 main:581] : INFO : Epoch 1856 | loss: 0.0311674 | val_loss: 0.0311855 | Time: 2099.75 ms
[2021-09-24 07:38:04 main:581] : INFO : Epoch 1857 | loss: 0.0311671 | val_loss: 0.0311858 | Time: 2118.89 ms
[2021-09-24 07:38:06 main:581] : INFO : Epoch 1858 | loss: 0.031169 | val_loss: 0.0311865 | Time: 1932.12 ms
[2021-09-24 07:38:08 main:581] : INFO : Epoch 1859 | loss: 0.0311694 | val_loss: 0.0311828 | Time: 1949.3 ms
[2021-09-24 07:38:10 main:581] : INFO : Epoch 1860 | loss: 0.0311667 | val_loss: 0.0311843 | Time: 1996.29 ms
[2021-09-24 07:38:12 main:581] : INFO : Epoch 1861 | loss: 0.0311647 | val_loss: 0.0311835 | Time: 1962.92 ms
[2021-09-24 07:38:14 main:581] : INFO : Epoch 1862 | loss: 0.0311655 | val_loss: 0.0311825 | Time: 1865.32 ms
[2021-09-24 07:38:16 main:581] : INFO : Epoch 1863 | loss: 0.0311666 | val_loss: 0.0311833 | Time: 1919.42 ms
[2021-09-24 07:38:18 main:581] : INFO : Epoch 1864 | loss: 0.0311692 | val_loss: 0.031184 | Time: 2125.62 ms
[2021-09-24 07:38:20 main:581] : INFO : Epoch 1865 | loss: 0.0311705 | val_loss: 0.0311851 | Time: 2008.34 ms
[2021-09-24 07:38:22 main:581] : INFO : Epoch 1866 | loss: 0.0311676 | val_loss: 0.0311876 | Time: 2171.66 ms
[2021-09-24 07:38:25 main:581] : INFO : Epoch 1867 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 2326.07 ms
[2021-09-24 07:38:27 main:581] : INFO : Epoch 1868 | loss: 0.03118 | val_loss: 0.0311892 | Time: 2468.25 ms
[2021-09-24 07:38:29 main:581] : INFO : Epoch 1869 | loss: 0.031184 | val_loss: 0.0311858 | Time: 1927.09 ms
[2021-09-24 07:38:31 main:581] : INFO : Epoch 1870 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2295.01 ms
[2021-09-24 07:38:33 main:581] : INFO : Epoch 1871 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 2075.3 ms
[2021-09-24 07:38:35 main:581] : INFO : Epoch 1872 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1869.56 ms
[2021-09-24 07:38:37 main:581] : INFO : Epoch 1873 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 2086.5 ms
[2021-09-24 07:38:39 main:581] : INFO : Epoch 1874 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1901.03 ms
[2021-09-24 07:38:41 main:581] : INFO : Epoch 1875 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 1761.81 ms
[2021-09-24 07:38:43 main:581] : INFO : Epoch 1876 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 1992.27 ms
[2021-09-24 07:38:45 main:581] : INFO : Epoch 1877 | loss: 0.0311721 | val_loss: 0.03118 | Time: 1924.8 ms
[2021-09-24 07:38:47 main:581] : INFO : Epoch 1878 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1947.58 ms
[2021-09-24 07:38:49 main:581] : INFO : Epoch 1879 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 1920.85 ms
[2021-09-24 07:38:51 main:581] : INFO : Epoch 1880 | loss: 0.0311752 | val_loss: 0.031183 | Time: 2028.24 ms
[2021-09-24 07:38:53 main:581] : INFO : Epoch 1881 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2105.69 ms
[2021-09-24 07:38:55 main:581] : INFO : Epoch 1882 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 1905.04 ms
[2021-09-24 07:38:57 main:581] : INFO : Epoch 1883 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 2010.24 ms
[2021-09-24 07:38:59 main:581] : INFO : Epoch 1884 | loss: 0.0311694 | val_loss: 0.0311811 | Time: 1884.59 ms
[2021-09-24 07:39:01 main:581] : INFO : Epoch 1885 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 1973.1 ms
[2021-09-24 07:39:03 main:581] : INFO : Epoch 1886 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 1825.88 ms
[2021-09-24 07:39:05 main:581] : INFO : Epoch 1887 | loss: 0.0311876 | val_loss: 0.0311878 | Time: 2219.77 ms
[2021-09-24 07:39:07 main:581] : INFO : Epoch 1888 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 2295.04 ms
[2021-09-24 07:39:09 main:581] : INFO : Epoch 1889 | loss: 0.0311836 | val_loss: 0.031185 | Time: 2093.87 ms
[2021-09-24 07:39:11 main:581] : INFO : Epoch 1890 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 2036.35 ms
[2021-09-24 07:39:14 main:581] : INFO : Epoch 1891 | loss: 0.0311798 | val_loss: 0.0311836 | Time: 2284.39 ms
[2021-09-24 07:39:16 main:581] : INFO : Epoch 1892 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 2121.96 ms
[2021-09-24 07:39:18 main:581] : INFO : Epoch 1893 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 2021.12 ms
[2021-09-24 07:39:20 main:581] : INFO : Epoch 1894 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2039.09 ms
[2021-09-24 07:39:22 main:581] : INFO : Epoch 1895 | loss: 0.031176 | val_loss: 0.0311832 | Time: 2245.93 ms
[2021-09-24 07:39:24 main:581] : INFO : Epoch 1896 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 2068.08 ms
[2021-09-24 07:39:26 main:581] : INFO : Epoch 1897 | loss: 0.0311731 | val_loss: 0.0311832 | Time: 2005.38 ms
[2021-09-24 07:39:28 main:581] : INFO : Epoch 1898 | loss: 0.0311742 | val_loss: 0.031184 | Time: 1973.77 ms
[2021-09-24 07:39:30 main:581] : INFO : Epoch 1899 | loss: 0.031175 | val_loss: 0.0311839 | Time: 2186.11 ms
[2021-09-24 07:39:32 main:581] : INFO : Epoch 1900 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 2180.47 ms
[2021-09-24 07:39:34 main:581] : INFO : Epoch 1901 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 1907.02 ms
[2021-09-24 07:39:37 main:581] : INFO : Epoch 1902 | loss: 0.0311721 | val_loss: 0.0311929 | Time: 2214.6 ms
[2021-09-24 07:39:39 main:581] : INFO : Epoch 1903 | loss: 0.0311754 | val_loss: 0.0311918 | Time: 2021.36 ms
[2021-09-24 07:39:41 main:581] : INFO : Epoch 1904 | loss: 0.0311716 | val_loss: 0.0311901 | Time: 2281.05 ms
[2021-09-24 07:39:43 main:581] : INFO : Epoch 1905 | loss: 0.0311728 | val_loss: 0.0311903 | Time: 1932.21 ms
[2021-09-24 07:39:45 main:581] : INFO : Epoch 1906 | loss: 0.0311702 | val_loss: 0.0311855 | Time: 2097.72 ms
[2021-09-24 07:39:47 main:581] : INFO : Epoch 1907 | loss: 0.0311702 | val_loss: 0.0311822 | Time: 2475.51 ms
[2021-09-24 07:39:49 main:581] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311829 | Time: 1909.98 ms
[2021-09-24 07:39:51 main:581] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1946.65 ms
[2021-09-24 07:39:53 main:581] : INFO : Epoch 1910 | loss: 0.0311741 | val_loss: 0.0311867 | Time: 2242.25 ms
[2021-09-24 07:39:55 main:581] : INFO : Epoch 1911 | loss: 0.031176 | val_loss: 0.0311852 | Time: 2032.21 ms
[2021-09-24 07:39:58 main:581] : INFO : Epoch 1912 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 2125.21 ms
[2021-09-24 07:40:00 main:581] : INFO : Epoch 1913 | loss: 0.0311721 | val_loss: 0.031183 | Time: 1975.41 ms
[2021-09-24 07:40:02 main:581] : INFO : Epoch 1914 | loss: 0.0311711 | val_loss: 0.031183 | Time: 2060.19 ms
[2021-09-24 07:40:04 main:581] : INFO : Epoch 1915 | loss: 0.0311694 | val_loss: 0.0311834 | Time: 2114.29 ms
[2021-09-24 07:40:06 main:581] : INFO : Epoch 1916 | loss: 0.0311688 | val_loss: 0.031186 | Time: 2025.83 ms
[2021-09-24 07:40:08 main:581] : INFO : Epoch 1917 | loss: 0.0311692 | val_loss: 0.031182 | Time: 1861.95 ms
[2021-09-24 07:40:10 main:581] : INFO : Epoch 1918 | loss: 0.0311685 | val_loss: 0.0311825 | Time: 1987.36 ms
[2021-09-24 07:40:12 main:581] : INFO : Epoch 1919 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 2010.99 ms
[2021-09-24 07:40:14 main:581] : INFO : Epoch 1920 | loss: 0.0311672 | val_loss: 0.0311818 | Time: 2103.35 ms
[2021-09-24 07:40:16 main:581] : INFO : Epoch 1921 | loss: 0.0311671 | val_loss: 0.0311832 | Time: 2079.54 ms
[2021-09-24 07:40:18 main:581] : INFO : Epoch 1922 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 2010.59 ms
[2021-09-24 07:40:20 main:581] : INFO : Epoch 1923 | loss: 0.0311688 | val_loss: 0.0311831 | Time: 2033.91 ms
[2021-09-24 07:40:22 main:581] : INFO : Epoch 1924 | loss: 0.031169 | val_loss: 0.0311816 | Time: 1983.38 ms
[2021-09-24 07:40:24 main:581] : INFO : Epoch 1925 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1881.74 ms
[2021-09-24 07:40:26 main:581] : INFO : Epoch 1926 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 2175.73 ms
[2021-09-24 07:40:28 main:581] : INFO : Epoch 1927 | loss: 0.0311659 | val_loss: 0.031183 | Time: 2224.35 ms
[2021-09-24 07:40:30 main:581] : INFO : Epoch 1928 | loss: 0.0311654 | val_loss: 0.0311825 | Time: 2235.8 ms
[2021-09-24 07:40:32 main:581] : INFO : Epoch 1929 | loss: 0.0311641 | val_loss: 0.0311822 | Time: 2092.64 ms
[2021-09-24 07:40:35 main:581] : INFO : Epoch 1930 | loss: 0.0311641 | val_loss: 0.0311822 | Time: 2216.54 ms
[2021-09-24 07:40:37 main:581] : INFO : Epoch 1931 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 2079.12 ms
[2021-09-24 07:40:39 main:581] : INFO : Epoch 1932 | loss: 0.0311634 | val_loss: 0.0311843 | Time: 2119.54 ms
[2021-09-24 07:40:41 main:581] : INFO : Epoch 1933 | loss: 0.0311617 | val_loss: 0.0311802 | Time: 2066.55 ms
[2021-09-24 07:40:43 main:581] : INFO : Epoch 1934 | loss: 0.0311622 | val_loss: 0.0311818 | Time: 2019.18 ms
[2021-09-24 07:40:45 main:581] : INFO : Epoch 1935 | loss: 0.0311635 | val_loss: 0.0311825 | Time: 1927.16 ms
[2021-09-24 07:40:47 main:581] : INFO : Epoch 1936 | loss: 0.0311639 | val_loss: 0.0311892 | Time: 1841.43 ms
[2021-09-24 07:40:49 main:581] : INFO : Epoch 1937 | loss: 0.0311622 | val_loss: 0.0311801 | Time: 1974.73 ms
[2021-09-24 07:40:51 main:581] : INFO : Epoch 1938 | loss: 0.0311654 | val_loss: 0.0311905 | Time: 2038.67 ms
[2021-09-24 07:40:53 main:581] : INFO : Epoch 1939 | loss: 0.031163 | val_loss: 0.0311812 | Time: 1880.96 ms
[2021-09-24 07:40:55 main:581] : INFO : Epoch 1940 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 2024.59 ms
[2021-09-24 07:40:57 main:581] : INFO : Epoch 1941 | loss: 0.031165 | val_loss: 0.0311879 | Time: 1975.35 ms
[2021-09-24 07:40:59 main:581] : INFO : Epoch 1942 | loss: 0.0311657 | val_loss: 0.0311823 | Time: 1954.64 ms
[2021-09-24 07:41:01 main:581] : INFO : Epoch 1943 | loss: 0.0311639 | val_loss: 0.0311832 | Time: 1990.69 ms
[2021-09-24 07:41:03 main:581] : INFO : Epoch 1944 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 2010.63 ms
[2021-09-24 07:41:04 main:581] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.0311796 | Time: 1817.62 ms
[2021-09-24 07:41:06 main:581] : INFO : Epoch 1946 | loss: 0.031161 | val_loss: 0.0311844 | Time: 1972.81 ms
[2021-09-24 07:41:08 main:581] : INFO : Epoch 1947 | loss: 0.0311623 | val_loss: 0.0311806 | Time: 1895.53 ms
[2021-09-24 07:41:10 main:581] : INFO : Epoch 1948 | loss: 0.0311618 | val_loss: 0.0311843 | Time: 2164.61 ms
[2021-09-24 07:41:13 main:581] : INFO : Epoch 1949 | loss: 0.0311805 | val_loss: 0.0311907 | Time: 2333.84 ms
[2021-09-24 07:41:15 main:581] : INFO : Epoch 1950 | loss: 0.0311845 | val_loss: 0.0311874 | Time: 2072.28 ms
[2021-09-24 07:41:17 main:581] : INFO : Epoch 1951 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 1983.2 ms
[2021-09-24 07:41:19 main:581] : INFO : Epoch 1952 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 1905.7 ms
[2021-09-24 07:41:21 main:581] : INFO : Epoch 1953 | loss: 0.0311871 | val_loss: 0.031188 | Time: 2025.55 ms
[2021-09-24 07:41:23 main:581] : INFO : Epoch 1954 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 1847.45 ms
[2021-09-24 07:41:25 main:581] : INFO : Epoch 1955 | loss: 0.0311809 | val_loss: 0.0311842 | Time: 1973.23 ms
[2021-09-24 07:41:27 main:581] : INFO : Epoch 1956 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 2054.94 ms
[2021-09-24 07:41:29 main:581] : INFO : Epoch 1957 | loss: 0.0311746 | val_loss: 0.031184 | Time: 2258.17 ms
[2021-09-24 07:41:31 main:581] : INFO : Epoch 1958 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 1997.9 ms
[2021-09-24 07:41:33 main:581] : INFO : Epoch 1959 | loss: 0.0311728 | val_loss: 0.031182 | Time: 2083.84 ms
[2021-09-24 07:41:35 main:581] : INFO : Epoch 1960 | loss: 0.0311721 | val_loss: 0.0311828 | Time: 1946.13 ms
[2021-09-24 07:41:37 main:581] : INFO : Epoch 1961 | loss: 0.0311708 | val_loss: 0.0311824 | Time: 2003.28 ms
[2021-09-24 07:41:39 main:581] : INFO : Epoch 1962 | loss: 0.031172 | val_loss: 0.0311855 | Time: 1806.9 ms
[2021-09-24 07:41:41 main:581] : INFO : Epoch 1963 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 1904.56 ms
[2021-09-24 07:41:42 main:581] : INFO : Epoch 1964 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 1847.29 ms
[2021-09-24 07:41:44 main:581] : INFO : Epoch 1965 | loss: 0.0311706 | val_loss: 0.0311829 | Time: 1839.07 ms
[2021-09-24 07:41:46 main:581] : INFO : Epoch 1966 | loss: 0.0311715 | val_loss: 0.0311869 | Time: 1965.08 ms
[2021-09-24 07:41:48 main:581] : INFO : Epoch 1967 | loss: 0.0311698 | val_loss: 0.0311836 | Time: 1992.87 ms
[2021-09-24 07:41:50 main:581] : INFO : Epoch 1968 | loss: 0.0311703 | val_loss: 0.0311873 | Time: 1872.12 ms
[2021-09-24 07:41:52 main:581] : INFO : Epoch 1969 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 2098.41 ms
[2021-09-24 07:41:54 main:581] : INFO : Epoch 1970 | loss: 0.0311692 | val_loss: 0.031186 | Time: 1907.79 ms
[2021-09-24 07:41:56 main:581] : INFO : Epoch 1971 | loss: 0.0311681 | val_loss: 0.0311849 | Time: 1968.57 ms
[2021-09-24 07:41:58 main:581] : INFO : Epoch 1972 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 1908.54 ms
[2021-09-24 07:42:00 main:581] : INFO : Epoch 1973 | loss: 0.0311692 | val_loss: 0.0311818 | Time: 2029.1 ms
[2021-09-24 07:42:02 main:581] : INFO : Epoch 1974 | loss: 0.0311693 | val_loss: 0.0311819 | Time: 1824.82 ms
[2021-09-24 07:42:04 main:581] : INFO : Epoch 1975 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 1855.39 ms
[2021-09-24 07:42:06 main:581] : INFO : Epoch 1976 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 2150.59 ms
[2021-09-24 07:42:08 main:581] : INFO : Epoch 1977 | loss: 0.0311662 | val_loss: 0.0311848 | Time: 2022.17 ms
[2021-09-24 07:42:10 main:581] : INFO : Epoch 1978 | loss: 0.0311639 | val_loss: 0.0311821 | Time: 1897.9 ms
[2021-09-24 07:42:12 main:581] : INFO : Epoch 1979 | loss: 0.0311653 | val_loss: 0.0311849 | Time: 2062.23 ms
[2021-09-24 07:42:14 main:581] : INFO : Epoch 1980 | loss: 0.0311678 | val_loss: 0.0311896 | Time: 2178.06 ms
[2021-09-24 07:42:16 main:581] : INFO : Epoch 1981 | loss: 0.0311672 | val_loss: 0.031183 | Time: 2142.03 ms
[2021-09-24 07:42:18 main:581] : INFO : Epoch 1982 | loss: 0.0311673 | val_loss: 0.0311853 | Time: 1974.92 ms
[2021-09-24 07:42:20 main:581] : INFO : Epoch 1983 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 2174.71 ms
[2021-09-24 07:42:22 main:581] : INFO : Epoch 1984 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 1853.98 ms
[2021-09-24 07:42:24 main:581] : INFO : Epoch 1985 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 1949.88 ms
[2021-09-24 07:42:26 main:581] : INFO : Epoch 1986 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 1944.51 ms
[2021-09-24 07:42:28 main:581] : INFO : Epoch 1987 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 1899.82 ms
[2021-09-24 07:42:30 main:581] : INFO : Epoch 1988 | loss: 0.0311626 | val_loss: 0.0311802 | Time: 2042.53 ms
[2021-09-24 07:42:32 main:581] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311779 | Time: 1874.57 ms
[2021-09-24 07:42:34 main:581] : INFO : Epoch 1990 | loss: 0.0311609 | val_loss: 0.0311799 | Time: 2177.16 ms
[2021-09-24 07:42:36 main:581] : INFO : Epoch 1991 | loss: 0.0311605 | val_loss: 0.0311841 | Time: 1878.37 ms
[2021-09-24 07:42:38 main:581] : INFO : Epoch 1992 | loss: 0.0311602 | val_loss: 0.031181 | Time: 2168.26 ms
[2021-09-24 07:42:40 main:581] : INFO : Epoch 1993 | loss: 0.0311603 | val_loss: 0.0311834 | Time: 2044.4 ms
[2021-09-24 07:42:42 main:581] : INFO : Epoch 1994 | loss: 0.0311597 | val_loss: 0.0311828 | Time: 2093.95 ms
[2021-09-24 07:42:44 main:581] : INFO : Epoch 1995 | loss: 0.0311606 | val_loss: 0.0311799 | Time: 1867.43 ms
[2021-09-24 07:42:46 main:581] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311841 | Time: 2097.04 ms
[2021-09-24 07:42:48 main:581] : INFO : Epoch 1997 | loss: 0.0311686 | val_loss: 0.0311953 | Time: 2116.94 ms
[2021-09-24 07:42:51 main:581] : INFO : Epoch 1998 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 2183.74 ms
[2021-09-24 07:42:53 main:581] : INFO : Epoch 1999 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 1956.99 ms
[2021-09-24 07:42:54 main:581] : INFO : Epoch 2000 | loss: 0.0311632 | val_loss: 0.0311798 | Time: 1976.7 ms
[2021-09-24 07:42:57 main:581] : INFO : Epoch 2001 | loss: 0.0311637 | val_loss: 0.0311778 | Time: 2078 ms
[2021-09-24 07:42:58 main:581] : INFO : Epoch 2002 | loss: 0.0311622 | val_loss: 0.0311833 | Time: 1719.81 ms
[2021-09-24 07:43:00 main:581] : INFO : Epoch 2003 | loss: 0.0311661 | val_loss: 0.0311807 | Time: 1885.98 ms
[2021-09-24 07:43:02 main:581] : INFO : Epoch 2004 | loss: 0.0311657 | val_loss: 0.0311847 | Time: 2120.98 ms
[2021-09-24 07:43:04 main:581] : INFO : Epoch 2005 | loss: 0.0311625 | val_loss: 0.0311845 | Time: 2150.98 ms
[2021-09-24 07:43:07 main:581] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.0311832 | Time: 2148.37 ms
[2021-09-24 07:43:09 main:581] : INFO : Epoch 2007 | loss: 0.0311645 | val_loss: 0.0311842 | Time: 2061.57 ms
[2021-09-24 07:43:11 main:581] : INFO : Epoch 2008 | loss: 0.0311636 | val_loss: 0.0311824 | Time: 2066.44 ms
[2021-09-24 07:43:13 main:581] : INFO : Epoch 2009 | loss: 0.0311645 | val_loss: 0.031179 | Time: 2109.49 ms
[2021-09-24 07:43:15 main:581] : INFO : Epoch 2010 | loss: 0.0311625 | val_loss: 0.0311803 | Time: 1885.84 ms
[2021-09-24 07:43:17 main:581] : INFO : Epoch 2011 | loss: 0.0311607 | val_loss: 0.0311821 | Time: 1885.03 ms
[2021-09-24 07:43:19 main:581] : INFO : Epoch 2012 | loss: 0.0311582 | val_loss: 0.0311808 | Time: 2088.67 ms
[2021-09-24 07:43:21 main:581] : INFO : Epoch 2013 | loss: 0.0311579 | val_loss: 0.0311792 | Time: 2154.59 ms
[2021-09-24 07:43:23 main:581] : INFO : Epoch 2014 | loss: 0.0311579 | val_loss: 0.0311777 | Time: 2117.79 ms
[2021-09-24 07:43:25 main:581] : INFO : Epoch 2015 | loss: 0.0311598 | val_loss: 0.0311768 | Time: 2012.2 ms
[2021-09-24 07:43:27 main:581] : INFO : Epoch 2016 | loss: 0.0311691 | val_loss: 0.031187 | Time: 1866.14 ms
[2021-09-24 07:43:29 main:581] : INFO : Epoch 2017 | loss: 0.0311839 | val_loss: 0.031188 | Time: 1981.7 ms
[2021-09-24 07:43:31 main:581] : INFO : Epoch 2018 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2103.35 ms
[2021-09-24 07:43:33 main:581] : INFO : Epoch 2019 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 2009.1 ms
[2021-09-24 07:43:35 main:581] : INFO : Epoch 2020 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 2146.04 ms
[2021-09-24 07:43:37 main:581] : INFO : Epoch 2021 | loss: 0.0311755 | val_loss: 0.0311852 | Time: 2284.47 ms
[2021-09-24 07:43:40 main:581] : INFO : Epoch 2022 | loss: 0.031176 | val_loss: 0.0311854 | Time: 2302.67 ms
[2021-09-24 07:43:42 main:581] : INFO : Epoch 2023 | loss: 0.0311736 | val_loss: 0.0311851 | Time: 2376.11 ms
[2021-09-24 07:43:44 main:581] : INFO : Epoch 2024 | loss: 0.0311718 | val_loss: 0.0311854 | Time: 2412.07 ms
[2021-09-24 07:43:47 main:581] : INFO : Epoch 2025 | loss: 0.0311707 | val_loss: 0.0311852 | Time: 2330.91 ms
[2021-09-24 07:43:49 main:581] : INFO : Epoch 2026 | loss: 0.0311714 | val_loss: 0.0311867 | Time: 2146.55 ms
[2021-09-24 07:43:51 main:581] : INFO : Epoch 2027 | loss: 0.0311713 | val_loss: 0.0311892 | Time: 2159.73 ms
[2021-09-24 07:43:53 main:581] : INFO : Epoch 2028 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 2104.76 ms
[2021-09-24 07:43:55 main:581] : INFO : Epoch 2029 | loss: 0.031169 | val_loss: 0.0311829 | Time: 1937.07 ms
[2021-09-24 07:43:57 main:581] : INFO : Epoch 2030 | loss: 0.03117 | val_loss: 0.0311832 | Time: 2091.79 ms
[2021-09-24 07:43:59 main:581] : INFO : Epoch 2031 | loss: 0.0311745 | val_loss: 0.0311837 | Time: 1902.48 ms
[2021-09-24 07:44:01 main:581] : INFO : Epoch 2032 | loss: 0.0311739 | val_loss: 0.031189 | Time: 1728.67 ms
[2021-09-24 07:44:03 main:581] : INFO : Epoch 2033 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 1759.33 ms
[2021-09-24 07:44:04 main:581] : INFO : Epoch 2034 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 1838.71 ms
[2021-09-24 07:44:06 main:581] : INFO : Epoch 2035 | loss: 0.031167 | val_loss: 0.0311827 | Time: 1865.48 ms
[2021-09-24 07:44:08 main:581] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311826 | Time: 2050.55 ms
[2021-09-24 07:44:11 main:581] : INFO : Epoch 2037 | loss: 0.031165 | val_loss: 0.0311837 | Time: 2118.49 ms
[2021-09-24 07:44:13 main:581] : INFO : Epoch 2038 | loss: 0.0311636 | val_loss: 0.0311816 | Time: 2232.05 ms
[2021-09-24 07:44:15 main:581] : INFO : Epoch 2039 | loss: 0.0311818 | val_loss: 0.0311898 | Time: 1908.64 ms
[2021-09-24 07:44:17 main:581] : INFO : Epoch 2040 | loss: 0.03119 | val_loss: 0.0311892 | Time: 2094.79 ms
[2021-09-24 07:44:19 main:581] : INFO : Epoch 2041 | loss: 0.0311893 | val_loss: 0.0311908 | Time: 2168.63 ms
[2021-09-24 07:44:21 main:581] : INFO : Epoch 2042 | loss: 0.0311899 | val_loss: 0.0311865 | Time: 2044.95 ms
[2021-09-24 07:44:23 main:581] : INFO : Epoch 2043 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 1970.6 ms
[2021-09-24 07:44:25 main:581] : INFO : Epoch 2044 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 2227.37 ms
[2021-09-24 07:44:27 main:581] : INFO : Epoch 2045 | loss: 0.0311963 | val_loss: 0.0312004 | Time: 2011.2 ms
[2021-09-24 07:44:29 main:581] : INFO : Epoch 2046 | loss: 0.0312006 | val_loss: 0.0312035 | Time: 2053.84 ms
[2021-09-24 07:44:31 main:581] : INFO : Epoch 2047 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 2062.49 ms
[2021-09-24 07:44:33 main:581] : INFO : Epoch 2048 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 2030.85 ms
[2021-09-24 07:44:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312013
[2021-09-24 07:44:33 main:610] : INFO : Saving end state to config to file
[2021-09-24 07:44:33 main:615] : INFO : Success, exiting..
07:44:33 (2956918): 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)