Task 3775850
| Name | ParityModified-1609265679-26829-3_2 |
| Workunit | 1907949 |
| Created | 22 Jan 2021, 9:32:56 UTC |
| Sent | 22 Jan 2021, 10:08:46 UTC |
| Report deadline | 29 Jan 2021, 10:08:46 UTC |
| Received | 22 Jan 2021, 12:40:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 15 min 27 sec |
| CPU time | 1 hours 11 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0311607 | val_loss: 0.0311853 | Time: 2150.23 ms [2021-01-22 03:20:53 main:574] : INFO : Epoch 1543 | loss: 0.0311603 | val_loss: 0.0311855 | Time: 2195.38 ms [2021-01-22 03:20:55 main:574] : INFO : Epoch 1544 | loss: 0.0311601 | val_loss: 0.0311833 | Time: 2146.93 ms [2021-01-22 03:20:57 main:574] : INFO : Epoch 1545 | loss: 0.0311619 | val_loss: 0.0311842 | Time: 2119.51 ms [2021-01-22 03:21:00 main:574] : INFO : Epoch 1546 | loss: 0.0311625 | val_loss: 0.0311825 | Time: 2135.32 ms [2021-01-22 03:21:02 main:574] : INFO : Epoch 1547 | loss: 0.0311631 | val_loss: 0.0311884 | Time: 2188.81 ms [2021-01-22 03:21:04 main:574] : INFO : Epoch 1548 | loss: 0.0311606 | val_loss: 0.0311865 | Time: 2078.07 ms [2021-01-22 03:21:06 main:574] : INFO : Epoch 1549 | loss: 0.0311597 | val_loss: 0.0311836 | Time: 2137.02 ms [2021-01-22 03:21:08 main:574] : INFO : Epoch 1550 | loss: 0.0311607 | val_loss: 0.0311849 | Time: 2151 ms [2021-01-22 03:21:10 main:574] : INFO : Epoch 1551 | loss: 0.0311609 | val_loss: 0.0311826 | Time: 2224.14 ms [2021-01-22 03:21:13 main:574] : INFO : Epoch 1552 | loss: 0.0311612 | val_loss: 0.0311846 | Time: 2154.8 ms [2021-01-22 03:21:15 main:574] : INFO : Epoch 1553 | loss: 0.0311622 | val_loss: 0.0311827 | Time: 2199.95 ms [2021-01-22 03:21:17 main:574] : INFO : Epoch 1554 | loss: 0.0311613 | val_loss: 0.0311828 | Time: 2307.35 ms [2021-01-22 03:21:19 main:574] : INFO : Epoch 1555 | loss: 0.0311607 | val_loss: 0.0311855 | Time: 2166.35 ms [2021-01-22 03:21:22 main:574] : INFO : Epoch 1556 | loss: 0.0311599 | val_loss: 0.0311831 | Time: 2246.32 ms [2021-01-22 03:21:24 main:574] : INFO : Epoch 1557 | loss: 0.0311614 | val_loss: 0.0311842 | Time: 2232.73 ms [2021-01-22 03:21:26 main:574] : INFO : Epoch 1558 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 2199 ms [2021-01-22 03:21:28 main:574] : INFO : Epoch 1559 | loss: 0.0311667 | val_loss: 0.0311867 | Time: 2133.75 ms [2021-01-22 03:21:30 main:574] : INFO : Epoch 1560 | loss: 0.0311636 | val_loss: 0.0311845 | Time: 2106.97 ms [2021-01-22 03:21:33 main:574] : INFO : Epoch 1561 | loss: 0.0311631 | val_loss: 0.0311827 | Time: 2150.9 ms [2021-01-22 03:21:35 main:574] : INFO : Epoch 1562 | loss: 0.0311612 | val_loss: 0.0311849 | Time: 2139.31 ms [2021-01-22 03:21:37 main:574] : INFO : Epoch 1563 | loss: 0.0311612 | val_loss: 0.0311883 | Time: 2168.03 ms [2021-01-22 03:21:39 main:574] : INFO : Epoch 1564 | loss: 0.0311607 | val_loss: 0.0311825 | Time: 2225.65 ms [2021-01-22 03:21:42 main:574] : INFO : Epoch 1565 | loss: 0.0311602 | val_loss: 0.0311833 | Time: 2243.28 ms [2021-01-22 03:21:44 main:574] : INFO : Epoch 1566 | loss: 0.0311613 | val_loss: 0.0311855 | Time: 2173.54 ms [2021-01-22 03:21:46 main:574] : INFO : Epoch 1567 | loss: 0.0311598 | val_loss: 0.0311879 | Time: 2192.28 ms [2021-01-22 03:21:48 main:574] : INFO : Epoch 1568 | loss: 0.0311588 | val_loss: 0.0311858 | Time: 2219.17 ms [2021-01-22 03:21:50 main:574] : INFO : Epoch 1569 | loss: 0.0311616 | val_loss: 0.031185 | Time: 2151.91 ms [2021-01-22 03:21:53 main:574] : INFO : Epoch 1570 | loss: 0.0311597 | val_loss: 0.0311849 | Time: 2200.24 ms [2021-01-22 03:21:55 main:574] : INFO : Epoch 1571 | loss: 0.0311597 | val_loss: 0.0311865 | Time: 2139.61 ms [2021-01-22 03:21:57 main:574] : INFO : Epoch 1572 | loss: 0.0311595 | val_loss: 0.0311825 | Time: 2188.33 ms [2021-01-22 03:21:59 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311831 | Time: 2191.47 ms [2021-01-22 03:22:01 main:574] : INFO : Epoch 1574 | loss: 0.031161 | val_loss: 0.0311858 | Time: 2152.03 ms [2021-01-22 03:22:04 main:574] : INFO : Epoch 1575 | loss: 0.0311607 | val_loss: 0.0311819 | Time: 2218.62 ms [2021-01-22 03:22:06 main:574] : INFO : Epoch 1576 | loss: 0.0311593 | val_loss: 0.0311804 | Time: 2238.57 ms [2021-01-22 03:22:08 main:574] : INFO : Epoch 1577 | loss: 0.0311604 | val_loss: 0.0311862 | Time: 2168.52 ms [2021-01-22 03:22:10 main:574] : INFO : Epoch 1578 | loss: 0.031161 | val_loss: 0.0311855 | Time: 2261.7 ms [2021-01-22 03:22:13 main:574] : INFO : Epoch 1579 | loss: 0.0311594 | val_loss: 0.0311818 | Time: 2136.88 ms [2021-01-22 03:22:15 main:574] : INFO : Epoch 1580 | loss: 0.0311614 | val_loss: 0.0311868 | Time: 2108.45 ms [2021-01-22 03:22:17 main:574] : INFO : Epoch 1581 | loss: 0.0311622 | val_loss: 0.0311865 | Time: 2183.08 ms [2021-01-22 03:22:19 main:574] : INFO : Epoch 1582 | loss: 0.0311586 | val_loss: 0.0311838 | Time: 2198.48 ms [2021-01-22 03:22:21 main:574] : INFO : Epoch 1583 | loss: 0.0311575 | val_loss: 0.031193 | Time: 2129.31 ms [2021-01-22 03:22:24 main:574] : INFO : Epoch 1584 | loss: 0.0311601 | val_loss: 0.0311825 | Time: 2234.88 ms [2021-01-22 03:22:26 main:574] : INFO : Epoch 1585 | loss: 0.0311585 | val_loss: 0.0311852 | Time: 2246.17 ms [2021-01-22 03:22:28 main:574] : INFO : Epoch 1586 | loss: 0.0311568 | val_loss: 0.0311886 | Time: 2197.51 ms [2021-01-22 03:22:30 main:574] : INFO : Epoch 1587 | loss: 0.0311576 | val_loss: 0.0311869 | Time: 2138.51 ms [2021-01-22 03:22:32 main:574] : INFO : Epoch 1588 | loss: 0.0311581 | val_loss: 0.0311887 | Time: 2113.02 ms [2021-01-22 03:22:35 main:574] : INFO : Epoch 1589 | loss: 0.0311598 | val_loss: 0.0311886 | Time: 2098.64 ms [2021-01-22 03:22:37 main:574] : INFO : Epoch 1590 | loss: 0.0311611 | val_loss: 0.0311876 | Time: 2126.11 ms [2021-01-22 03:22:39 main:574] : INFO : Epoch 1591 | loss: 0.0311577 | val_loss: 0.0311857 | Time: 2119.13 ms [2021-01-22 03:22:41 main:574] : INFO : Epoch 1592 | loss: 0.0311574 | val_loss: 0.0311845 | Time: 2212.96 ms [2021-01-22 03:22:43 main:574] : INFO : Epoch 1593 | loss: 0.0311579 | val_loss: 0.0311885 | Time: 2143.11 ms [2021-01-22 03:22:45 main:574] : INFO : Epoch 1594 | loss: 0.0311572 | val_loss: 0.0311886 | Time: 2131.15 ms [2021-01-22 03:22:48 main:574] : INFO : Epoch 1595 | loss: 0.0311574 | val_loss: 0.0311884 | Time: 2194.61 ms [2021-01-22 03:22:50 main:574] : INFO : Epoch 1596 | loss: 0.0311611 | val_loss: 0.031185 | Time: 2164.73 ms [2021-01-22 03:22:52 main:574] : INFO : Epoch 1597 | loss: 0.0311603 | val_loss: 0.0311823 | Time: 2230.52 ms [2021-01-22 03:22:54 main:574] : INFO : Epoch 1598 | loss: 0.0311631 | val_loss: 0.0311848 | Time: 2149.88 ms [2021-01-22 03:22:56 main:574] : INFO : Epoch 1599 | loss: 0.0311615 | val_loss: 0.031185 | Time: 2173.22 ms [2021-01-22 03:22:59 main:574] : INFO : Epoch 1600 | loss: 0.0311621 | val_loss: 0.0311823 | Time: 2156.52 ms [2021-01-22 03:23:01 main:574] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.0311933 | Time: 2209.09 ms [2021-01-22 03:23:03 main:574] : INFO : Epoch 1602 | loss: 0.0311632 | val_loss: 0.0311857 | Time: 2131.51 ms [2021-01-22 03:23:05 main:574] : INFO : Epoch 1603 | loss: 0.0311586 | val_loss: 0.0311836 | Time: 2145.18 ms [2021-01-22 03:23:07 main:574] : INFO : Epoch 1604 | loss: 0.0311606 | val_loss: 0.0311814 | Time: 2173.45 ms [2021-01-22 03:23:10 main:574] : INFO : Epoch 1605 | loss: 0.0311591 | val_loss: 0.0311877 | Time: 2121.67 ms [2021-01-22 03:23:12 main:574] : INFO : Epoch 1606 | loss: 0.0311602 | val_loss: 0.0311852 | Time: 2097.37 ms [2021-01-22 03:23:14 main:574] : INFO : Epoch 1607 | loss: 0.0311588 | val_loss: 0.0311843 | Time: 2195.08 ms [2021-01-22 03:23:16 main:574] : INFO : Epoch 1608 | loss: 0.0311605 | val_loss: 0.0311816 | Time: 2169.98 ms [2021-01-22 03:23:18 main:574] : INFO : Epoch 1609 | loss: 0.0311604 | val_loss: 0.0311846 | Time: 2151.26 ms [2021-01-22 03:23:20 main:574] : INFO : Epoch 1610 | loss: 0.0311571 | val_loss: 0.0311851 | Time: 2175.87 ms [2021-01-22 03:23:23 main:574] : INFO : Epoch 1611 | loss: 0.0311575 | val_loss: 0.0311833 | Time: 2180.35 ms [2021-01-22 03:23:25 main:574] : INFO : Epoch 1612 | loss: 0.0311568 | val_loss: 0.0311839 | Time: 2175.2 ms [2021-01-22 03:23:27 main:574] : INFO : Epoch 1613 | loss: 0.0311603 | val_loss: 0.0311869 | Time: 2122.28 ms [2021-01-22 03:23:29 main:574] : INFO : Epoch 1614 | loss: 0.031166 | val_loss: 0.0311824 | Time: 2177.1 ms [2021-01-22 03:23:31 main:574] : INFO : Epoch 1615 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 2204.61 ms [2021-01-22 03:23:34 main:574] : INFO : Epoch 1616 | loss: 0.0311634 | val_loss: 0.0311867 | Time: 2155.47 ms [2021-01-22 03:23:36 main:574] : INFO : Epoch 1617 | loss: 0.0311618 | val_loss: 0.0311862 | Time: 2169.46 ms [2021-01-22 03:23:38 main:574] : INFO : Epoch 1618 | loss: 0.0311609 | val_loss: 0.0311829 | Time: 2212.76 ms [2021-01-22 03:23:40 main:574] : INFO : Epoch 1619 | loss: 0.0311605 | val_loss: 0.0311851 | Time: 2164.01 ms [2021-01-22 03:23:42 main:574] : INFO : Epoch 1620 | loss: 0.0311609 | val_loss: 0.0311856 | Time: 2109.75 ms [2021-01-22 03:23:45 main:574] : INFO : Epoch 1621 | loss: 0.0311613 | val_loss: 0.0311877 | Time: 2193.26 ms [2021-01-22 03:23:47 main:574] : INFO : Epoch 1622 | loss: 0.0311607 | val_loss: 0.0311868 | Time: 2199.64 ms [2021-01-22 03:23:49 main:574] : INFO : Epoch 1623 | loss: 0.0311623 | val_loss: 0.031184 | Time: 2158.69 ms [2021-01-22 03:23:51 main:574] : INFO : Epoch 1624 | loss: 0.0311638 | val_loss: 0.0311959 | Time: 2223.28 ms [2021-01-22 03:23:53 main:574] : INFO : Epoch 1625 | loss: 0.0311604 | val_loss: 0.03119 | Time: 2125.18 ms [2021-01-22 03:23:56 main:574] : INFO : Epoch 1626 | loss: 0.0311584 | val_loss: 0.0311865 | Time: 2146.62 ms [2021-01-22 03:23:58 main:574] : INFO : Epoch 1627 | loss: 0.0311573 | val_loss: 0.0311851 | Time: 2097.88 ms [2021-01-22 03:24:00 main:574] : INFO : Epoch 1628 | loss: 0.0311578 | val_loss: 0.0311882 | Time: 2189.82 ms [2021-01-22 03:24:02 main:574] : INFO : Epoch 1629 | loss: 0.0311572 | val_loss: 0.0311853 | Time: 2155.97 ms [2021-01-22 03:24:04 main:574] : INFO : Epoch 1630 | loss: 0.0311565 | val_loss: 0.0311853 | Time: 2263.45 ms [2021-01-22 03:24:07 main:574] : INFO : Epoch 1631 | loss: 0.0311586 | val_loss: 0.031188 | Time: 2219.99 ms [2021-01-22 03:24:09 main:574] : INFO : Epoch 1632 | loss: 0.0311609 | val_loss: 0.0311855 | Time: 2130.49 ms [2021-01-22 03:24:11 main:574] : INFO : Epoch 1633 | loss: 0.0311605 | val_loss: 0.0311907 | Time: 2110.95 ms [2021-01-22 03:24:13 main:574] : INFO : Epoch 1634 | loss: 0.0311613 | val_loss: 0.0311842 | Time: 2127.4 ms [2021-01-22 03:24:15 main:574] : INFO : Epoch 1635 | loss: 0.0311599 | val_loss: 0.0311845 | Time: 2176.75 ms [2021-01-22 03:24:17 main:574] : INFO : Epoch 1636 | loss: 0.0311562 | val_loss: 0.0311876 | Time: 2177.98 ms [2021-01-22 03:24:20 main:574] : INFO : Epoch 1637 | loss: 0.0311575 | val_loss: 0.0311872 | Time: 2143.92 ms [2021-01-22 03:24:22 main:574] : INFO : Epoch 1638 | loss: 0.0311577 | val_loss: 0.0311826 | Time: 2214.95 ms [2021-01-22 03:24:24 main:574] : INFO : Epoch 1639 | loss: 0.0311575 | val_loss: 0.0311833 | Time: 2205.05 ms [2021-01-22 03:24:26 main:574] : INFO : Epoch 1640 | loss: 0.0311563 | val_loss: 0.0311856 | Time: 2199.91 ms [2021-01-22 03:24:29 main:574] : INFO : Epoch 1641 | loss: 0.0311555 | val_loss: 0.0311893 | Time: 2225.71 ms [2021-01-22 03:24:31 main:574] : INFO : Epoch 1642 | loss: 0.0311562 | val_loss: 0.0311861 | Time: 2142.57 ms [2021-01-22 03:24:33 main:574] : INFO : Epoch 1643 | loss: 0.0311563 | val_loss: 0.0311861 | Time: 2160.97 ms [2021-01-22 03:24:35 main:574] : INFO : Epoch 1644 | loss: 0.0311584 | val_loss: 0.0311902 | Time: 2199.13 ms [2021-01-22 03:24:37 main:574] : INFO : Epoch 1645 | loss: 0.0311562 | val_loss: 0.0311833 | Time: 2203.45 ms [2021-01-22 03:24:40 main:574] : INFO : Epoch 1646 | loss: 0.0311546 | val_loss: 0.0311831 | Time: 2129.99 ms [2021-01-22 03:24:42 main:574] : INFO : Epoch 1647 | loss: 0.0311552 | val_loss: 0.0311849 | Time: 2186.92 ms [2021-01-22 03:24:44 main:574] : INFO : Epoch 1648 | loss: 0.0311566 | val_loss: 0.0311897 | Time: 2196.38 ms [2021-01-22 03:24:46 main:574] : INFO : Epoch 1649 | loss: 0.031159 | val_loss: 0.0311862 | Time: 2174.83 ms [2021-01-22 03:24:49 main:574] : INFO : Epoch 1650 | loss: 0.0311615 | val_loss: 0.0311897 | Time: 2255.79 ms [2021-01-22 03:24:51 main:574] : INFO : Epoch 1651 | loss: 0.0311601 | val_loss: 0.0311906 | Time: 2170.35 ms [2021-01-22 03:24:53 main:574] : INFO : Epoch 1652 | loss: 0.0311565 | val_loss: 0.03119 | Time: 2232.61 ms [2021-01-22 03:24:55 main:574] : INFO : Epoch 1653 | loss: 0.0311578 | val_loss: 0.0311841 | Time: 2133.68 ms [2021-01-22 03:24:57 main:574] : INFO : Epoch 1654 | loss: 0.0311568 | val_loss: 0.0311874 | Time: 2140.06 ms [2021-01-22 03:25:00 main:574] : INFO : Epoch 1655 | loss: 0.0311556 | val_loss: 0.0311845 | Time: 2220.82 ms [2021-01-22 03:25:02 main:574] : INFO : Epoch 1656 | loss: 0.0311553 | val_loss: 0.0311859 | Time: 2161.6 ms [2021-01-22 03:25:04 main:574] : INFO : Epoch 1657 | loss: 0.0311564 | val_loss: 0.0311854 | Time: 2164.45 ms [2021-01-22 03:25:06 main:574] : INFO : Epoch 1658 | loss: 0.0311553 | val_loss: 0.0311838 | Time: 2165.22 ms [2021-01-22 03:25:08 main:574] : INFO : Epoch 1659 | loss: 0.0311559 | val_loss: 0.0311854 | Time: 2193.68 ms [2021-01-22 03:25:11 main:574] : INFO : Epoch 1660 | loss: 0.0311551 | val_loss: 0.0311864 | Time: 2192.46 ms [2021-01-22 03:25:13 main:574] : INFO : Epoch 1661 | loss: 0.0311564 | val_loss: 0.0311858 | Time: 2181.76 ms [2021-01-22 03:25:15 main:574] : INFO : Epoch 1662 | loss: 0.0311576 | val_loss: 0.0311826 | Time: 2194.27 ms [2021-01-22 03:25:17 main:574] : INFO : Epoch 1663 | loss: 0.0311565 | val_loss: 0.0311852 | Time: 2210.76 ms [2021-01-22 03:25:19 main:574] : INFO : Epoch 1664 | loss: 0.0311583 | val_loss: 0.0311834 | Time: 2153.65 ms [2021-01-22 03:25:22 main:574] : INFO : Epoch 1665 | loss: 0.0311552 | val_loss: 0.0311853 | Time: 2202.62 ms [2021-01-22 03:25:24 main:574] : INFO : Epoch 1666 | loss: 0.0311568 | val_loss: 0.0311823 | Time: 2191.03 ms [2021-01-22 03:25:26 main:574] : INFO : Epoch 1667 | loss: 0.0311558 | val_loss: 0.031182 | Time: 2151.66 ms [2021-01-22 03:25:28 main:574] : INFO : Epoch 1668 | loss: 0.0311575 | val_loss: 0.0311891 | Time: 2143.26 ms [2021-01-22 03:25:30 main:574] : INFO : Epoch 1669 | loss: 0.0311596 | val_loss: 0.0311831 | Time: 2199.53 ms [2021-01-22 03:25:33 main:574] : INFO : Epoch 1670 | loss: 0.0311604 | val_loss: 0.0311825 | Time: 2198.44 ms [2021-01-22 03:25:35 main:574] : INFO : Epoch 1671 | loss: 0.031163 | val_loss: 0.0311816 | Time: 2149.91 ms [2021-01-22 03:25:37 main:574] : INFO : Epoch 1672 | loss: 0.0311615 | val_loss: 0.0311809 | Time: 2155.41 ms [2021-01-22 03:25:39 main:574] : INFO : Epoch 1673 | loss: 0.0311602 | val_loss: 0.0311804 | Time: 2106.07 ms [2021-01-22 03:25:41 main:574] : INFO : Epoch 1674 | loss: 0.0311585 | val_loss: 0.0311785 | Time: 2118.88 ms [2021-01-22 03:25:43 main:574] : INFO : Epoch 1675 | loss: 0.0311571 | val_loss: 0.0311845 | Time: 2176.31 ms [2021-01-22 03:25:46 main:574] : INFO : Epoch 1676 | loss: 0.0311594 | val_loss: 0.0311818 | Time: 2107.79 ms [2021-01-22 03:25:48 main:574] : INFO : Epoch 1677 | loss: 0.0311598 | val_loss: 0.0311845 | Time: 2146.93 ms [2021-01-22 03:25:50 main:574] : INFO : Epoch 1678 | loss: 0.0311567 | val_loss: 0.0311797 | Time: 2130.17 ms [2021-01-22 03:25:52 main:574] : INFO : Epoch 1679 | loss: 0.0311557 | val_loss: 0.031177 | Time: 2146.11 ms [2021-01-22 03:25:54 main:574] : INFO : Epoch 1680 | loss: 0.0311549 | val_loss: 0.0311794 | Time: 2205.53 ms [2021-01-22 03:25:57 main:574] : INFO : Epoch 1681 | loss: 0.0311552 | val_loss: 0.0311855 | Time: 2242.95 ms [2021-01-22 03:25:59 main:574] : INFO : Epoch 1682 | loss: 0.0311566 | val_loss: 0.0311808 | Time: 2141.25 ms [2021-01-22 03:26:01 main:574] : INFO : Epoch 1683 | loss: 0.0311534 | val_loss: 0.0311794 | Time: 2172.55 ms [2021-01-22 03:26:03 main:574] : INFO : Epoch 1684 | loss: 0.0311548 | val_loss: 0.0311807 | Time: 2104.84 ms [2021-01-22 03:26:05 main:574] : INFO : Epoch 1685 | loss: 0.0311545 | val_loss: 0.03118 | Time: 2136.67 ms [2021-01-22 03:26:07 main:574] : INFO : Epoch 1686 | loss: 0.0311579 | val_loss: 0.0311839 | Time: 2170.75 ms [2021-01-22 03:26:10 main:574] : INFO : Epoch 1687 | loss: 0.0311558 | val_loss: 0.0311781 | Time: 2182.36 ms [2021-01-22 03:26:12 main:574] : INFO : Epoch 1688 | loss: 0.0311537 | val_loss: 0.031186 | Time: 2211.61 ms [2021-01-22 03:26:14 main:574] : INFO : Epoch 1689 | loss: 0.0311533 | val_loss: 0.0311779 | Time: 2205.98 ms [2021-01-22 03:26:16 main:574] : INFO : Epoch 1690 | loss: 0.0311528 | val_loss: 0.0311899 | Time: 2317.31 ms [2021-01-22 03:26:19 main:574] : INFO : Epoch 1691 | loss: 0.0311565 | val_loss: 0.0311871 | Time: 2219.71 ms [2021-01-22 03:26:21 main:574] : INFO : Epoch 1692 | loss: 0.0311555 | val_loss: 0.0311781 | Time: 2132.42 ms [2021-01-22 03:26:23 main:574] : INFO : Epoch 1693 | loss: 0.0311565 | val_loss: 0.0311785 | Time: 2175.58 ms [2021-01-22 03:26:25 main:574] : INFO : Epoch 1694 | loss: 0.0311572 | val_loss: 0.0311804 | Time: 2195.85 ms [2021-01-22 03:26:27 main:574] : INFO : Epoch 1695 | loss: 0.0311568 | val_loss: 0.0311774 | Time: 2077.74 ms [2021-01-22 03:26:30 main:574] : INFO : Epoch 1696 | loss: 0.0311573 | val_loss: 0.0311815 | Time: 2241.37 ms [2021-01-22 03:26:32 main:574] : INFO : Epoch 1697 | loss: 0.0311553 | val_loss: 0.0311801 | Time: 2186.17 ms [2021-01-22 03:26:34 main:574] : INFO : Epoch 1698 | loss: 0.0311554 | val_loss: 0.0311786 | Time: 2107.68 ms [2021-01-22 03:26:36 main:574] : INFO : Epoch 1699 | loss: 0.0311576 | val_loss: 0.0311773 | Time: 2223.5 ms [2021-01-22 03:26:38 main:574] : INFO : Epoch 1700 | loss: 0.0311553 | val_loss: 0.0311803 | Time: 2160.65 ms [2021-01-22 03:26:41 main:574] : INFO : Epoch 1701 | loss: 0.0311536 | val_loss: 0.031179 | Time: 2172.47 ms [2021-01-22 03:26:43 main:574] : INFO : Epoch 1702 | loss: 0.0311533 | val_loss: 0.0311784 | Time: 2129.48 ms [2021-01-22 03:26:45 main:574] : INFO : Epoch 1703 | loss: 0.0311537 | val_loss: 0.0311748 | Time: 2224.79 ms [2021-01-22 03:26:47 main:574] : INFO : Epoch 1704 | loss: 0.0311534 | val_loss: 0.0311746 | Time: 2133.81 ms [2021-01-22 03:26:49 main:574] : INFO : Epoch 1705 | loss: 0.0311526 | val_loss: 0.0311786 | Time: 2162.83 ms [2021-01-22 03:26:52 main:574] : INFO : Epoch 1706 | loss: 0.0311524 | val_loss: 0.0311828 | Time: 2309.85 ms [2021-01-22 03:26:54 main:574] : INFO : Epoch 1707 | loss: 0.0311582 | val_loss: 0.0311806 | Time: 2217 ms [2021-01-22 03:26:56 main:574] : INFO : Epoch 1708 | loss: 0.0311555 | val_loss: 0.031178 | Time: 2206.55 ms [2021-01-22 03:26:59 main:574] : INFO : Epoch 1709 | loss: 0.0311581 | val_loss: 0.0311792 | Time: 2284.82 ms [2021-01-22 03:27:01 main:574] : INFO : Epoch 1710 | loss: 0.0311561 | val_loss: 0.0311835 | Time: 2262.24 ms [2021-01-22 03:27:03 main:574] : INFO : Epoch 1711 | loss: 0.0311552 | val_loss: 0.0311845 | Time: 2216.39 ms [2021-01-22 03:27:05 main:574] : INFO : Epoch 1712 | loss: 0.0311541 | val_loss: 0.0311829 | Time: 2170.73 ms [2021-01-22 03:27:07 main:574] : INFO : Epoch 1713 | loss: 0.0311526 | val_loss: 0.0311809 | Time: 2191.8 ms [2021-01-22 03:27:10 main:574] : INFO : Epoch 1714 | loss: 0.0311498 | val_loss: 0.0311799 | Time: 2224.08 ms [2021-01-22 03:27:12 main:574] : INFO : Epoch 1715 | loss: 0.0311485 | val_loss: 0.0311803 | Time: 2269.27 ms [2021-01-22 03:27:14 main:574] : INFO : Epoch 1716 | loss: 0.0311493 | val_loss: 0.0311779 | Time: 2189.89 ms [2021-01-22 03:27:16 main:574] : INFO : Epoch 1717 | loss: 0.0311505 | val_loss: 0.0311815 | Time: 2265.52 ms [2021-01-22 03:27:19 main:574] : INFO : Epoch 1718 | loss: 0.0311507 | val_loss: 0.0311796 | Time: 2139.28 ms [2021-01-22 03:27:21 main:574] : INFO : Epoch 1719 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 2204.38 ms [2021-01-22 03:27:23 main:574] : INFO : Epoch 1720 | loss: 0.0311509 | val_loss: 0.0311799 | Time: 2215.4 ms [2021-01-22 03:27:25 main:574] : INFO : Epoch 1721 | loss: 0.0311515 | val_loss: 0.0311821 | Time: 2149.35 ms [2021-01-22 03:27:27 main:574] : INFO : Epoch 1722 | loss: 0.03115 | val_loss: 0.0311855 | Time: 2128.26 ms [2021-01-22 03:27:30 main:574] : INFO : Epoch 1723 | loss: 0.0311514 | val_loss: 0.0311768 | Time: 2137.19 ms [2021-01-22 03:27:32 main:574] : INFO : Epoch 1724 | loss: 0.0311512 | val_loss: 0.0311743 | Time: 2215.11 ms [2021-01-22 03:27:34 main:574] : INFO : Epoch 1725 | loss: 0.0311501 | val_loss: 0.03118 | Time: 2259.15 ms [2021-01-22 03:27:36 main:574] : INFO : Epoch 1726 | loss: 0.0311498 | val_loss: 0.0311735 | Time: 2162.01 ms [2021-01-22 03:27:39 main:574] : INFO : Epoch 1727 | loss: 0.0311475 | val_loss: 0.0311725 | Time: 2166.58 ms [2021-01-22 03:27:41 main:574] : INFO : Epoch 1728 | loss: 0.0311477 | val_loss: 0.0311738 | Time: 2181.94 ms [2021-01-22 03:27:43 main:574] : INFO : Epoch 1729 | loss: 0.0311477 | val_loss: 0.0311817 | Time: 2099.4 ms [2021-01-22 03:27:45 main:574] : INFO : Epoch 1730 | loss: 0.0311494 | val_loss: 0.0311764 | Time: 2178.02 ms [2021-01-22 03:27:47 main:574] : INFO : Epoch 1731 | loss: 0.0311476 | val_loss: 0.031176 | Time: 2304.96 ms [2021-01-22 03:27:50 main:574] : INFO : Epoch 1732 | loss: 0.0311483 | val_loss: 0.0311779 | Time: 2194.44 ms [2021-01-22 03:27:52 main:574] : INFO : Epoch 1733 | loss: 0.0311503 | val_loss: 0.0311872 | Time: 2163.72 ms [2021-01-22 03:27:54 main:574] : INFO : Epoch 1734 | loss: 0.0311524 | val_loss: 0.0311828 | Time: 2177.18 ms [2021-01-22 03:27:56 main:574] : INFO : Epoch 1735 | loss: 0.0311471 | val_loss: 0.031177 | Time: 2117.71 ms [2021-01-22 03:27:58 main:574] : INFO : Epoch 1736 | loss: 0.0311445 | val_loss: 0.0311786 | Time: 2146.47 ms [2021-01-22 03:28:01 main:574] : INFO : Epoch 1737 | loss: 0.0311443 | val_loss: 0.0311751 | Time: 2189.03 ms [2021-01-22 03:28:03 main:574] : INFO : Epoch 1738 | loss: 0.0311473 | val_loss: 0.0311799 | Time: 2092.74 ms [2021-01-22 03:28:05 main:574] : INFO : Epoch 1739 | loss: 0.0311486 | val_loss: 0.0311758 | Time: 2163.62 ms [2021-01-22 03:28:07 main:574] : INFO : Epoch 1740 | loss: 0.0311468 | val_loss: 0.0311764 | Time: 2167.81 ms [2021-01-22 03:28:09 main:574] : INFO : Epoch 1741 | loss: 0.0311446 | val_loss: 0.0311821 | Time: 2230.63 ms [2021-01-22 03:28:12 main:574] : INFO : Epoch 1742 | loss: 0.0311462 | val_loss: 0.0311755 | Time: 2198.4 ms [2021-01-22 03:28:14 main:574] : INFO : Epoch 1743 | loss: 0.0311475 | val_loss: 0.031174 | Time: 2251.2 ms [2021-01-22 03:28:16 main:574] : INFO : Epoch 1744 | loss: 0.0311444 | val_loss: 0.0311772 | Time: 2230.33 ms [2021-01-22 03:28:18 main:574] : INFO : Epoch 1745 | loss: 0.0311451 | val_loss: 0.031182 | Time: 2127.97 ms [2021-01-22 03:28:20 main:574] : INFO : Epoch 1746 | loss: 0.0311446 | val_loss: 0.0311809 | Time: 2143.07 ms [2021-01-22 03:28:22 main:574] : INFO : Epoch 1747 | loss: 0.0311453 | val_loss: 0.0311765 | Time: 2066.82 ms [2021-01-22 03:28:25 main:574] : INFO : Epoch 1748 | loss: 0.0311489 | val_loss: 0.0311825 | Time: 2153.05 ms [2021-01-22 03:28:27 main:574] : INFO : Epoch 1749 | loss: 0.0311471 | val_loss: 0.0312859 | Time: 2171.67 ms [2021-01-22 03:28:29 main:574] : INFO : Epoch 1750 | loss: 0.0311477 | val_loss: 0.031176 | Time: 2182.34 ms [2021-01-22 03:28:31 main:574] : INFO : Epoch 1751 | loss: 0.0311462 | val_loss: 0.0311754 | Time: 2181.7 ms [2021-01-22 03:28:33 main:574] : INFO : Epoch 1752 | loss: 0.0311444 | val_loss: 0.0311756 | Time: 2201.89 ms [2021-01-22 03:28:36 main:574] : INFO : Epoch 1753 | loss: 0.0311449 | val_loss: 0.0311749 | Time: 2099.23 ms [2021-01-22 03:28:38 main:574] : INFO : Epoch 1754 | loss: 0.0311442 | val_loss: 0.0311749 | Time: 2147.98 ms [2021-01-22 03:28:40 main:574] : INFO : Epoch 1755 | loss: 0.0311434 | val_loss: 0.0311783 | Time: 2279.38 ms [2021-01-22 03:28:42 main:574] : INFO : Epoch 1756 | loss: 0.0311433 | val_loss: 0.0311803 | Time: 2140.6 ms [2021-01-22 03:28:45 main:574] : INFO : Epoch 1757 | loss: 0.0311443 | val_loss: 0.0311771 | Time: 2197.12 ms [2021-01-22 03:28:47 main:574] : INFO : Epoch 1758 | loss: 0.0311468 | val_loss: 0.0311743 | Time: 2187.81 ms [2021-01-22 03:28:49 main:574] : INFO : Epoch 1759 | loss: 0.0311462 | val_loss: 0.0311774 | Time: 2169.72 ms [2021-01-22 03:28:51 main:574] : INFO : Epoch 1760 | loss: 0.0311464 | val_loss: 0.0311813 | Time: 2266.52 ms [2021-01-22 03:28:54 main:574] : INFO : Epoch 1761 | loss: 0.0311461 | val_loss: 0.0311791 | Time: 2209.93 ms [2021-01-22 03:28:56 main:574] : INFO : Epoch 1762 | loss: 0.0311461 | val_loss: 0.0311785 | Time: 2136.26 ms [2021-01-22 03:28:58 main:574] : INFO : Epoch 1763 | loss: 0.0311456 | val_loss: 0.0311766 | Time: 2229.08 ms [2021-01-22 03:29:00 main:574] : INFO : Epoch 1764 | loss: 0.0311431 | val_loss: 0.0311766 | Time: 2280.52 ms [2021-01-22 03:29:02 main:574] : INFO : Epoch 1765 | loss: 0.0311443 | val_loss: 0.0311817 | Time: 2077.68 ms [2021-01-22 03:29:05 main:574] : INFO : Epoch 1766 | loss: 0.0311447 | val_loss: 0.0311767 | Time: 2188.37 ms [2021-01-22 03:29:07 main:574] : INFO : Epoch 1767 | loss: 0.0311447 | val_loss: 0.0311778 | Time: 2311.83 ms [2021-01-22 03:29:09 main:574] : INFO : Epoch 1768 | loss: 0.0311459 | val_loss: 0.0311771 | Time: 2191.5 ms [2021-01-22 03:29:11 main:574] : INFO : Epoch 1769 | loss: 0.0311447 | val_loss: 0.0311871 | Time: 2132.72 ms [2021-01-22 03:29:13 main:574] : INFO : Epoch 1770 | loss: 0.0311445 | val_loss: 0.0311771 | Time: 2114.22 ms [2021-01-22 03:29:16 main:574] : INFO : Epoch 1771 | loss: 0.0311433 | val_loss: 0.0311908 | Time: 2086.53 ms [2021-01-22 03:29:18 main:574] : INFO : Epoch 1772 | loss: 0.0311432 | val_loss: 0.0312409 | Time: 2203.7 ms [2021-01-22 03:29:20 main:574] : INFO : Epoch 1773 | loss: 0.0311412 | val_loss: 0.0311761 | Time: 2185.45 ms [2021-01-22 03:29:22 main:574] : INFO : Epoch 1774 | loss: 0.0311426 | val_loss: 0.0311857 | Time: 2194.61 ms [2021-01-22 03:29:24 main:574] : INFO : Epoch 1775 | loss: 0.0311474 | val_loss: 0.031184 | Time: 2133.83 ms [2021-01-22 03:29:27 main:574] : INFO : Epoch 1776 | loss: 0.0312031 | val_loss: 0.031345 | Time: 2292.31 ms [2021-01-22 03:29:29 main:574] : INFO : Epoch 1777 | loss: 0.0311667 | val_loss: 0.0313298 | Time: 2143.23 ms [2021-01-22 03:29:31 main:574] : INFO : Epoch 1778 | loss: 0.0311465 | val_loss: 0.0311843 | Time: 2123.97 ms [2021-01-22 03:29:33 main:574] : INFO : Epoch 1779 | loss: 0.031147 | val_loss: 0.0311779 | Time: 2223.05 ms [2021-01-22 03:29:36 main:574] : INFO : Epoch 1780 | loss: 0.0311434 | val_loss: 0.0311878 | Time: 2212.65 ms [2021-01-22 03:29:38 main:574] : INFO : Epoch 1781 | loss: 0.0311421 | val_loss: 0.031295 | Time: 2202.69 ms [2021-01-22 03:29:40 main:574] : INFO : Epoch 1782 | loss: 0.0311425 | val_loss: 0.0311885 | Time: 2079.38 ms [2021-01-22 03:29:42 main:574] : INFO : Epoch 1783 | loss: 0.0311465 | val_loss: 0.0313084 | Time: 2155.23 ms [2021-01-22 03:29:44 main:574] : INFO : Epoch 1784 | loss: 0.0311454 | val_loss: 0.0311827 | Time: 2155.51 ms [2021-01-22 03:29:46 main:574] : INFO : Epoch 1785 | loss: 0.0311444 | val_loss: 0.0311783 | Time: 2159.74 ms [2021-01-22 03:29:49 main:574] : INFO : Epoch 1786 | loss: 0.0311435 | val_loss: 0.0312912 | Time: 2047.45 ms [2021-01-22 03:29:51 main:574] : INFO : Epoch 1787 | loss: 0.0311438 | val_loss: 0.0311807 | Time: 2174.25 ms [2021-01-22 03:29:53 main:574] : INFO : Epoch 1788 | loss: 0.0311478 | val_loss: 0.0311796 | Time: 2207.08 ms [2021-01-22 03:29:55 main:574] : INFO : Epoch 1789 | loss: 0.0311526 | val_loss: 0.0311844 | Time: 2185.15 ms [2021-01-22 03:29:57 main:574] : INFO : Epoch 1790 | loss: 0.0311483 | val_loss: 0.0311832 | Time: 2167.86 ms [2021-01-22 03:30:00 main:574] : INFO : Epoch 1791 | loss: 0.0311437 | val_loss: 0.0312942 | Time: 2116.43 ms [2021-01-22 03:30:02 main:574] : INFO : Epoch 1792 | loss: 0.0311432 | val_loss: 0.0313224 | Time: 2106.7 ms [2021-01-22 03:30:04 main:574] : INFO : Epoch 1793 | loss: 0.0311433 | val_loss: 0.0313143 | Time: 2250.99 ms [2021-01-22 03:30:06 main:574] : INFO : Epoch 1794 | loss: 0.0311421 | val_loss: 0.0311802 | Time: 2161.53 ms [2021-01-22 03:30:08 main:574] : INFO : Epoch 1795 | loss: 0.0311415 | val_loss: 0.0312869 | Time: 2174.72 ms [2021-01-22 03:30:11 main:574] : INFO : Epoch 1796 | loss: 0.0311444 | val_loss: 0.0312146 | Time: 2287.69 ms [2021-01-22 03:30:13 main:574] : INFO : Epoch 1797 | loss: 0.0311432 | val_loss: 0.0311886 | Time: 2174.07 ms [2021-01-22 03:30:15 main:574] : INFO : Epoch 1798 | loss: 0.0311472 | val_loss: 0.0312233 | Time: 2180.91 ms [2021-01-22 03:30:17 main:574] : INFO : Epoch 1799 | loss: 0.0311462 | val_loss: 0.0311838 | Time: 2211.09 ms [2021-01-22 03:30:19 main:574] : INFO : Epoch 1800 | loss: 0.031143 | val_loss: 0.0311806 | Time: 2123.28 ms [2021-01-22 03:30:22 main:574] : INFO : Epoch 1801 | loss: 0.0311422 | val_loss: 0.0311784 | Time: 2170.54 ms [2021-01-22 03:30:24 main:574] : INFO : Epoch 1802 | loss: 0.0311465 | val_loss: 0.0313044 | Time: 2175.42 ms [2021-01-22 03:30:26 main:574] : INFO : Epoch 1803 | loss: 0.0311476 | val_loss: 0.0312787 | Time: 2157.16 ms [2021-01-22 03:30:28 main:574] : INFO : Epoch 1804 | loss: 0.0311464 | val_loss: 0.0312776 | Time: 2160.76 ms [2021-01-22 03:30:30 main:574] : INFO : Epoch 1805 | loss: 0.0311463 | val_loss: 0.031309 | Time: 2163.02 ms [2021-01-22 03:30:32 main:574] : INFO : Epoch 1806 | loss: 0.0311479 | val_loss: 0.0311914 | Time: 2071.93 ms [2021-01-22 03:30:35 main:574] : INFO : Epoch 1807 | loss: 0.0311504 | val_loss: 0.0313016 | Time: 2134.5 ms [2021-01-22 03:30:37 main:574] : INFO : Epoch 1808 | loss: 0.031144 | val_loss: 0.0311818 | Time: 2115.06 ms [2021-01-22 03:30:39 main:574] : INFO : Epoch 1809 | loss: 0.0311422 | val_loss: 0.0313128 | Time: 2174.9 ms [2021-01-22 03:30:41 main:574] : INFO : Epoch 1810 | loss: 0.0311432 | val_loss: 0.0312696 | Time: 2240.48 ms [2021-01-22 03:30:44 main:574] : INFO : Epoch 1811 | loss: 0.0311451 | val_loss: 0.0312766 | Time: 2176.86 ms [2021-01-22 03:30:46 main:574] : INFO : Epoch 1812 | loss: 0.031149 | val_loss: 0.0311807 | Time: 2155.12 ms [2021-01-22 03:30:48 main:574] : INFO : Epoch 1813 | loss: 0.0311476 | val_loss: 0.0313195 | Time: 2111.61 ms [2021-01-22 03:30:50 main:574] : INFO : Epoch 1814 | loss: 0.0311479 | val_loss: 0.0311822 | Time: 2157.29 ms [2021-01-22 03:30:52 main:574] : INFO : Epoch 1815 | loss: 0.031145 | val_loss: 0.0311859 | Time: 2093.4 ms [2021-01-22 03:30:54 main:574] : INFO : Epoch 1816 | loss: 0.0311446 | val_loss: 0.0312664 | Time: 2248.43 ms [2021-01-22 03:30:57 main:574] : INFO : Epoch 1817 | loss: 0.031146 | val_loss: 0.0312978 | Time: 2235.75 ms [2021-01-22 03:30:59 main:574] : INFO : Epoch 1818 | loss: 0.0311445 | val_loss: 0.0313004 | Time: 2269.88 ms [2021-01-22 03:31:01 main:574] : INFO : Epoch 1819 | loss: 0.0311439 | val_loss: 0.0311965 | Time: 2131.52 ms [2021-01-22 03:31:03 main:574] : INFO : Epoch 1820 | loss: 0.0311414 | val_loss: 0.0313115 | Time: 2167.87 ms [2021-01-22 03:31:06 main:574] : INFO : Epoch 1821 | loss: 0.0311423 | val_loss: 0.0312569 | Time: 2208.59 ms [2021-01-22 03:31:08 main:574] : INFO : Epoch 1822 | loss: 0.0311421 | val_loss: 0.0312886 | Time: 2152.76 ms [2021-01-22 03:31:10 main:574] : INFO : Epoch 1823 | loss: 0.0311457 | val_loss: 0.0313008 | Time: 2235.28 ms [2021-01-22 03:31:12 main:574] : INFO : Epoch 1824 | loss: 0.0311426 | val_loss: 0.0312937 | Time: 2198.91 ms [2021-01-22 03:31:14 main:574] : INFO : Epoch 1825 | loss: 0.031142 | val_loss: 0.0313094 | Time: 2139.39 ms [2021-01-22 03:31:17 main:574] : INFO : Epoch 1826 | loss: 0.0311433 | val_loss: 0.0312747 | Time: 2196.92 ms [2021-01-22 03:31:19 main:574] : INFO : Epoch 1827 | loss: 0.0311406 | val_loss: 0.0312012 | Time: 2132.9 ms [2021-01-22 03:31:21 main:574] : INFO : Epoch 1828 | loss: 0.0311413 | val_loss: 0.0313164 | Time: 2137.15 ms [2021-01-22 03:31:23 main:574] : INFO : Epoch 1829 | loss: 0.0311399 | val_loss: 0.0312626 | Time: 2195.9 ms [2021-01-22 03:31:26 main:574] : INFO : Epoch 1830 | loss: 0.0311425 | val_loss: 0.0312885 | Time: 2279.75 ms [2021-01-22 03:31:28 main:574] : INFO : Epoch 1831 | loss: 0.0311441 | val_loss: 0.0312789 | Time: 2188.82 ms [2021-01-22 03:31:30 main:574] : INFO : Epoch 1832 | loss: 0.0311422 | val_loss: 0.0312906 | Time: 2183.87 ms [2021-01-22 03:31:32 main:574] : INFO : Epoch 1833 | loss: 0.031144 | val_loss: 0.0312723 | Time: 2278.96 ms [2021-01-22 03:31:34 main:574] : INFO : Epoch 1834 | loss: 0.031145 | val_loss: 0.0311711 | Time: 2202.65 ms [2021-01-22 03:31:37 main:574] : INFO : Epoch 1835 | loss: 0.0311448 | val_loss: 0.0311752 | Time: 2164.12 ms [2021-01-22 03:31:39 main:574] : INFO : Epoch 1836 | loss: 0.0311418 | val_loss: 0.0311732 | Time: 2096.62 ms [2021-01-22 03:31:41 main:574] : INFO : Epoch 1837 | loss: 0.0311468 | val_loss: 0.0312856 | Time: 2124.24 ms [2021-01-22 03:31:43 main:574] : INFO : Epoch 1838 | loss: 0.0311469 | val_loss: 0.0312877 | Time: 2212.79 ms [2021-01-22 03:31:45 main:574] : INFO : Epoch 1839 | loss: 0.0311476 | val_loss: 0.0311736 | Time: 2175.11 ms [2021-01-22 03:31:48 main:574] : INFO : Epoch 1840 | loss: 0.0311448 | val_loss: 0.031168 | Time: 2265.56 ms [2021-01-22 03:31:50 main:574] : INFO : Epoch 1841 | loss: 0.0311451 | val_loss: 0.0311772 | Time: 2170.58 ms [2021-01-22 03:31:52 main:574] : INFO : Epoch 1842 | loss: 0.0311448 | val_loss: 0.0312169 | Time: 2147.43 ms [2021-01-22 03:31:54 main:574] : INFO : Epoch 1843 | loss: 0.0311435 | val_loss: 0.0311736 | Time: 2214.11 ms [2021-01-22 03:31:56 main:574] : INFO : Epoch 1844 | loss: 0.0311419 | val_loss: 0.0311726 | Time: 2100.19 ms [2021-01-22 03:31:58 main:574] : INFO : Epoch 1845 | loss: 0.0311413 | val_loss: 0.0312964 | Time: 2155.28 ms [2021-01-22 03:32:01 main:574] : INFO : Epoch 1846 | loss: 0.0311414 | val_loss: 0.0311728 | Time: 2251.03 ms [2021-01-22 03:32:03 main:574] : INFO : Epoch 1847 | loss: 0.0311417 | val_loss: 0.0312984 | Time: 2155.14 ms [2021-01-22 03:32:05 main:574] : INFO : Epoch 1848 | loss: 0.031141 | val_loss: 0.0312844 | Time: 2094.68 ms [2021-01-22 03:32:07 main:574] : INFO : Epoch 1849 | loss: 0.0311399 | val_loss: 0.0312983 | Time: 2189.38 ms [2021-01-22 03:32:09 main:574] : INFO : Epoch 1850 | loss: 0.0311403 | val_loss: 0.0312998 | Time: 2239.9 ms [2021-01-22 03:32:12 main:574] : INFO : Epoch 1851 | loss: 0.0311443 | val_loss: 0.0312889 | Time: 2204.14 ms [2021-01-22 03:32:14 main:574] : INFO : Epoch 1852 | loss: 0.0311459 | val_loss: 0.031284 | Time: 2123.36 ms [2021-01-22 03:32:16 main:574] : INFO : Epoch 1853 | loss: 0.0311447 | val_loss: 0.0313221 | Time: 2258.43 ms [2021-01-22 03:32:18 main:574] : INFO : Epoch 1854 | loss: 0.0311434 | val_loss: 0.0312941 | Time: 2116.9 ms [2021-01-22 03:32:20 main:574] : INFO : Epoch 1855 | loss: 0.0311437 | val_loss: 0.0312364 | Time: 2098.93 ms [2021-01-22 03:32:23 main:574] : INFO : Epoch 1856 | loss: 0.0311427 | val_loss: 0.0312361 | Time: 2166.18 ms [2021-01-22 03:32:25 main:574] : INFO : Epoch 1857 | loss: 0.0311426 | val_loss: 0.0311989 | Time: 2177.58 ms [2021-01-22 03:32:27 main:574] : INFO : Epoch 1858 | loss: 0.0311437 | val_loss: 0.0312645 | Time: 2118.64 ms [2021-01-22 03:32:29 main:574] : INFO : Epoch 1859 | loss: 0.0311408 | val_loss: 0.0312417 | Time: 2178.13 ms [2021-01-22 03:32:31 main:574] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0312578 | Time: 2127.08 ms [2021-01-22 03:32:34 main:574] : INFO : Epoch 1861 | loss: 0.0311386 | val_loss: 0.0313113 | Time: 2126.68 ms [2021-01-22 03:32:36 main:574] : INFO : Epoch 1862 | loss: 0.0311404 | val_loss: 0.0312707 | Time: 2178.9 ms [2021-01-22 03:32:38 main:574] : INFO : Epoch 1863 | loss: 0.0311382 | val_loss: 0.0312814 | Time: 2153.61 ms [2021-01-22 03:32:40 main:574] : INFO : Epoch 1864 | loss: 0.0311368 | val_loss: 0.0312712 | Time: 2157.47 ms [2021-01-22 03:32:42 main:574] : INFO : Epoch 1865 | loss: 0.0311385 | val_loss: 0.0312948 | Time: 2132.55 ms [2021-01-22 03:32:44 main:574] : INFO : Epoch 1866 | loss: 0.0311391 | val_loss: 0.0313014 | Time: 2161.32 ms [2021-01-22 03:32:47 main:574] : INFO : Epoch 1867 | loss: 0.0311399 | val_loss: 0.0311782 | Time: 2137.72 ms [2021-01-22 03:32:49 main:574] : INFO : Epoch 1868 | loss: 0.0311486 | val_loss: 0.0311696 | Time: 2144.26 ms [2021-01-22 03:32:51 main:574] : INFO : Epoch 1869 | loss: 0.0311484 | val_loss: 0.0311702 | Time: 2142.83 ms [2021-01-22 03:32:53 main:574] : INFO : Epoch 1870 | loss: 0.0311473 | val_loss: 0.0311688 | Time: 2158.4 ms [2021-01-22 03:32:55 main:574] : INFO : Epoch 1871 | loss: 0.0311425 | val_loss: 0.0312563 | Time: 2150.38 ms [2021-01-22 03:32:57 main:574] : INFO : Epoch 1872 | loss: 0.0311446 | val_loss: 0.0312832 | Time: 2170.15 ms [2021-01-22 03:33:00 main:574] : INFO : Epoch 1873 | loss: 0.0311452 | val_loss: 0.0311719 | Time: 2172.92 ms [2021-01-22 03:33:02 main:574] : INFO : Epoch 1874 | loss: 0.0311413 | val_loss: 0.031175 | Time: 2228.4 ms [2021-01-22 03:33:04 main:574] : INFO : Epoch 1875 | loss: 0.0311384 | val_loss: 0.0312294 | Time: 2072.22 ms [2021-01-22 03:33:06 main:574] : INFO : Epoch 1876 | loss: 0.0311405 | val_loss: 0.0312962 | Time: 2083.24 ms [2021-01-22 03:33:08 main:574] : INFO : Epoch 1877 | loss: 0.0311394 | val_loss: 0.0312777 | Time: 2111.91 ms [2021-01-22 03:33:10 main:574] : INFO : Epoch 1878 | loss: 0.0311405 | val_loss: 0.0312767 | Time: 2174.69 ms [2021-01-22 03:33:13 main:574] : INFO : Epoch 1879 | loss: 0.0311392 | val_loss: 0.0312582 | Time: 2146.28 ms [2021-01-22 03:33:15 main:574] : INFO : Epoch 1880 | loss: 0.031138 | val_loss: 0.0312492 | Time: 2157.67 ms [2021-01-22 03:33:17 main:574] : INFO : Epoch 1881 | loss: 0.0311386 | val_loss: 0.0312884 | Time: 2221.92 ms [2021-01-22 03:33:19 main:574] : INFO : Epoch 1882 | loss: 0.0311392 | val_loss: 0.0312479 | Time: 2235.73 ms [2021-01-22 03:33:22 main:574] : INFO : Epoch 1883 | loss: 0.031137 | val_loss: 0.0313046 | Time: 2229.2 ms [2021-01-22 03:33:24 main:574] : INFO : Epoch 1884 | loss: 0.0311427 | val_loss: 0.0311685 | Time: 2131.46 ms [2021-01-22 03:33:26 main:574] : INFO : Epoch 1885 | loss: 0.0311439 | val_loss: 0.0311697 | Time: 2167.11 ms [2021-01-22 03:33:28 main:574] : INFO : Epoch 1886 | loss: 0.0311417 | val_loss: 0.0311726 | Time: 2213.17 ms [2021-01-22 03:33:30 main:574] : INFO : Epoch 1887 | loss: 0.0311419 | val_loss: 0.0312985 | Time: 2202.73 ms [2021-01-22 03:33:33 main:574] : INFO : Epoch 1888 | loss: 0.0311414 | val_loss: 0.0312511 | Time: 2230.42 ms [2021-01-22 03:33:35 main:574] : INFO : Epoch 1889 | loss: 0.0311425 | val_loss: 0.0312738 | Time: 2154.71 ms [2021-01-22 03:33:37 main:574] : INFO : Epoch 1890 | loss: 0.03114 | val_loss: 0.0311718 | Time: 2176.8 ms [2021-01-22 03:33:39 main:574] : INFO : Epoch 1891 | loss: 0.0311382 | val_loss: 0.0312619 | Time: 2199.06 ms [2021-01-22 03:33:41 main:574] : INFO : Epoch 1892 | loss: 0.0311403 | val_loss: 0.0312749 | Time: 2137.9 ms [2021-01-22 03:33:44 main:574] : INFO : Epoch 1893 | loss: 0.0311448 | val_loss: 0.0311676 | Time: 2200.43 ms [2021-01-22 03:33:46 main:574] : INFO : Epoch 1894 | loss: 0.0311415 | val_loss: 0.0311659 | Time: 2140.93 ms [2021-01-22 03:33:48 main:574] : INFO : Epoch 1895 | loss: 0.0311398 | val_loss: 0.0311715 | Time: 2282.05 ms [2021-01-22 03:33:50 main:574] : INFO : Epoch 1896 | loss: 0.0311385 | val_loss: 0.0311715 | Time: 2202.89 ms [2021-01-22 03:33:53 main:574] : INFO : Epoch 1897 | loss: 0.0311387 | val_loss: 0.0311745 | Time: 2163.9 ms [2021-01-22 03:33:55 main:574] : INFO : Epoch 1898 | loss: 0.0311372 | val_loss: 0.0311722 | Time: 2146.2 ms [2021-01-22 03:33:57 main:574] : INFO : Epoch 1899 | loss: 0.0311365 | val_loss: 0.0311727 | Time: 2166.93 ms [2021-01-22 03:33:59 main:574] : INFO : Epoch 1900 | loss: 0.0311372 | val_loss: 0.031173 | Time: 2186.57 ms [2021-01-22 03:34:01 main:574] : INFO : Epoch 1901 | loss: 0.031137 | val_loss: 0.0311753 | Time: 2157.14 ms [2021-01-22 03:34:03 main:574] : INFO : Epoch 1902 | loss: 0.0311416 | val_loss: 0.0311696 | Time: 2140.68 ms [2021-01-22 03:34:06 main:574] : INFO : Epoch 1903 | loss: 0.0311401 | val_loss: 0.0311755 | Time: 2114.21 ms [2021-01-22 03:34:08 main:574] : INFO : Epoch 1904 | loss: 0.0311402 | val_loss: 0.0311706 | Time: 2162.8 ms [2021-01-22 03:34:10 main:574] : INFO : Epoch 1905 | loss: 0.0311351 | val_loss: 0.0311801 | Time: 2203.74 ms [2021-01-22 03:34:12 main:574] : INFO : Epoch 1906 | loss: 0.0311381 | val_loss: 0.0311714 | Time: 2087.89 ms [2021-01-22 03:34:14 main:574] : INFO : Epoch 1907 | loss: 0.0311397 | val_loss: 0.0311682 | Time: 2183.03 ms [2021-01-22 03:34:17 main:574] : INFO : Epoch 1908 | loss: 0.0311384 | val_loss: 0.0311709 | Time: 2116.48 ms [2021-01-22 03:34:19 main:574] : INFO : Epoch 1909 | loss: 0.0311404 | val_loss: 0.0311719 | Time: 2223.61 ms [2021-01-22 03:34:21 main:574] : INFO : Epoch 1910 | loss: 0.0311442 | val_loss: 0.0311707 | Time: 2116.11 ms [2021-01-22 03:34:23 main:574] : INFO : Epoch 1911 | loss: 0.0311389 | val_loss: 0.0311693 | Time: 2224.51 ms [2021-01-22 03:34:25 main:574] : INFO : Epoch 1912 | loss: 0.0311374 | val_loss: 0.0311685 | Time: 2165.56 ms [2021-01-22 03:34:28 main:574] : INFO : Epoch 1913 | loss: 0.031137 | val_loss: 0.0311757 | Time: 2139.14 ms [2021-01-22 03:34:30 main:574] : INFO : Epoch 1914 | loss: 0.0311402 | val_loss: 0.0312347 | Time: 2294.83 ms [2021-01-22 03:34:32 main:574] : INFO : Epoch 1915 | loss: 0.0311413 | val_loss: 0.0312621 | Time: 2260.1 ms [2021-01-22 03:34:34 main:574] : INFO : Epoch 1916 | loss: 0.0311379 | val_loss: 0.0312527 | Time: 2160.59 ms [2021-01-22 03:34:37 main:574] : INFO : Epoch 1917 | loss: 0.0311371 | val_loss: 0.0312589 | Time: 2272.14 ms [2021-01-22 03:34:39 main:574] : INFO : Epoch 1918 | loss: 0.0311417 | val_loss: 0.0311737 | Time: 2219.65 ms [2021-01-22 03:34:41 main:574] : INFO : Epoch 1919 | loss: 0.0311403 | val_loss: 0.0311685 | Time: 2236.71 ms [2021-01-22 03:34:43 main:574] : INFO : Epoch 1920 | loss: 0.0311364 | val_loss: 0.0311777 | Time: 2193.61 ms [2021-01-22 03:34:46 main:574] : INFO : Epoch 1921 | loss: 0.0311366 | val_loss: 0.0311688 | Time: 2256 ms [2021-01-22 03:34:48 main:574] : INFO : Epoch 1922 | loss: 0.0311367 | val_loss: 0.0311796 | Time: 2166.05 ms [2021-01-22 03:34:50 main:574] : INFO : Epoch 1923 | loss: 0.0311377 | val_loss: 0.0311683 | Time: 2142.32 ms [2021-01-22 03:34:52 main:574] : INFO : Epoch 1924 | loss: 0.0311385 | val_loss: 0.0311684 | Time: 2144.7 ms [2021-01-22 03:34:54 main:574] : INFO : Epoch 1925 | loss: 0.0311405 | val_loss: 0.0311701 | Time: 2216.12 ms [2021-01-22 03:34:57 main:574] : INFO : Epoch 1926 | loss: 0.0311383 | val_loss: 0.0311701 | Time: 2088.23 ms [2021-01-22 03:34:59 main:574] : INFO : Epoch 1927 | loss: 0.0311414 | val_loss: 0.0311745 | Time: 2141.91 ms [2021-01-22 03:35:01 main:574] : INFO : Epoch 1928 | loss: 0.0311392 | val_loss: 0.0311698 | Time: 2204.64 ms [2021-01-22 03:35:03 main:574] : INFO : Epoch 1929 | loss: 0.0311391 | val_loss: 0.03117 | Time: 2203.1 ms [2021-01-22 03:35:05 main:574] : INFO : Epoch 1930 | loss: 0.0311362 | val_loss: 0.0311754 | Time: 2172.68 ms [2021-01-22 03:35:08 main:574] : INFO : Epoch 1931 | loss: 0.0311351 | val_loss: 0.0311718 | Time: 2165.42 ms [2021-01-22 03:35:10 main:574] : INFO : Epoch 1932 | loss: 0.0311352 | val_loss: 0.031177 | Time: 2182.55 ms [2021-01-22 03:35:12 main:574] : INFO : Epoch 1933 | loss: 0.0311344 | val_loss: 0.0312842 | Time: 2192.26 ms [2021-01-22 03:35:14 main:574] : INFO : Epoch 1934 | loss: 0.0311343 | val_loss: 0.03117 | Time: 2201.8 ms [2021-01-22 03:35:16 main:574] : INFO : Epoch 1935 | loss: 0.0311372 | val_loss: 0.0313102 | Time: 2219.64 ms [2021-01-22 03:35:19 main:574] : INFO : Epoch 1936 | loss: 0.031141 | val_loss: 0.0313089 | Time: 2140.16 ms [2021-01-22 03:35:21 main:574] : INFO : Epoch 1937 | loss: 0.031145 | val_loss: 0.0312965 | Time: 2116.19 ms [2021-01-22 03:35:23 main:574] : INFO : Epoch 1938 | loss: 0.0311416 | val_loss: 0.0312791 | Time: 2119.62 ms [2021-01-22 03:35:25 main:574] : INFO : Epoch 1939 | loss: 0.0311421 | val_loss: 0.0311738 | Time: 2103.26 ms [2021-01-22 03:35:27 main:574] : INFO : Epoch 1940 | loss: 0.031148 | val_loss: 0.0311697 | Time: 2156.95 ms [2021-01-22 03:35:29 main:574] : INFO : Epoch 1941 | loss: 0.031143 | val_loss: 0.0311644 | Time: 2196.85 ms [2021-01-22 03:35:32 main:574] : INFO : Epoch 1942 | loss: 0.0311404 | val_loss: 0.0311686 | Time: 2213.61 ms [2021-01-22 03:35:34 main:574] : INFO : Epoch 1943 | loss: 0.0311521 | val_loss: 0.0311866 | Time: 2180.2 ms [2021-01-22 03:35:36 main:574] : INFO : Epoch 1944 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2195.92 ms [2021-01-22 03:35:38 main:574] : INFO : Epoch 1945 | loss: 0.0311588 | val_loss: 0.0311617 | Time: 2117.17 ms [2021-01-22 03:35:40 main:574] : INFO : Epoch 1946 | loss: 0.0311529 | val_loss: 0.0311654 | Time: 2124.31 ms [2021-01-22 03:35:43 main:574] : INFO : Epoch 1947 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 2283.92 ms [2021-01-22 03:35:45 main:574] : INFO : Epoch 1948 | loss: 0.0311468 | val_loss: 0.0311652 | Time: 2111.94 ms [2021-01-22 03:35:47 main:574] : INFO : Epoch 1949 | loss: 0.0311465 | val_loss: 0.0311628 | Time: 2193.81 ms [2021-01-22 03:35:49 main:574] : INFO : Epoch 1950 | loss: 0.0311435 | val_loss: 0.0311733 | Time: 2182.51 ms [2021-01-22 03:35:52 main:574] : INFO : Epoch 1951 | loss: 0.0311438 | val_loss: 0.0312687 | Time: 2142.76 ms [2021-01-22 03:35:54 main:574] : INFO : Epoch 1952 | loss: 0.0311452 | val_loss: 0.0312696 | Time: 2129.84 ms [2021-01-22 03:35:56 main:574] : INFO : Epoch 1953 | loss: 0.0311458 | val_loss: 0.0311753 | Time: 2094.02 ms [2021-01-22 03:35:58 main:574] : INFO : Epoch 1954 | loss: 0.031151 | val_loss: 0.03129 | Time: 2170.13 ms [2021-01-22 03:36:00 main:574] : INFO : Epoch 1955 | loss: 0.0311446 | val_loss: 0.0312911 | Time: 2260.24 ms [2021-01-22 03:36:03 main:574] : INFO : Epoch 1956 | loss: 0.0311436 | val_loss: 0.0312492 | Time: 2226.83 ms [2021-01-22 03:36:05 main:574] : INFO : Epoch 1957 | loss: 0.0311418 | val_loss: 0.0312401 | Time: 2272.73 ms [2021-01-22 03:36:07 main:574] : INFO : Epoch 1958 | loss: 0.0311415 | val_loss: 0.0312868 | Time: 2162.28 ms [2021-01-22 03:36:09 main:574] : INFO : Epoch 1959 | loss: 0.0311427 | val_loss: 0.0312723 | Time: 2179.97 ms [2021-01-22 03:36:11 main:574] : INFO : Epoch 1960 | loss: 0.0311406 | val_loss: 0.0312739 | Time: 2148.55 ms [2021-01-22 03:36:14 main:574] : INFO : Epoch 1961 | loss: 0.0311429 | val_loss: 0.0312638 | Time: 2171.69 ms [2021-01-22 03:36:16 main:574] : INFO : Epoch 1962 | loss: 0.0311424 | val_loss: 0.0312526 | Time: 2198.24 ms [2021-01-22 03:36:18 main:574] : INFO : Epoch 1963 | loss: 0.0311402 | val_loss: 0.031262 | Time: 2130.4 ms [2021-01-22 03:36:20 main:574] : INFO : Epoch 1964 | loss: 0.0311391 | val_loss: 0.0312403 | Time: 2301.08 ms [2021-01-22 03:36:23 main:574] : INFO : Epoch 1965 | loss: 0.0311388 | val_loss: 0.0312411 | Time: 2226.52 ms [2021-01-22 03:36:25 main:574] : INFO : Epoch 1966 | loss: 0.0311405 | val_loss: 0.0312626 | Time: 2212.65 ms [2021-01-22 03:36:27 main:574] : INFO : Epoch 1967 | loss: 0.0311371 | val_loss: 0.0313079 | Time: 2168.06 ms [2021-01-22 03:36:29 main:574] : INFO : Epoch 1968 | loss: 0.0311378 | val_loss: 0.0311734 | Time: 2170.3 ms [2021-01-22 03:36:31 main:574] : INFO : Epoch 1969 | loss: 0.0311389 | val_loss: 0.0312949 | Time: 2173.32 ms [2021-01-22 03:36:34 main:574] : INFO : Epoch 1970 | loss: 0.0311368 | val_loss: 0.031319 | Time: 2068.09 ms [2021-01-22 03:36:36 main:574] : INFO : Epoch 1971 | loss: 0.0311376 | val_loss: 0.0312744 | Time: 2222.75 ms [2021-01-22 03:36:38 main:574] : INFO : Epoch 1972 | loss: 0.0311354 | val_loss: 0.0312511 | Time: 2214.59 ms [2021-01-22 03:36:40 main:574] : INFO : Epoch 1973 | loss: 0.0311354 | val_loss: 0.0312394 | Time: 2166.57 ms [2021-01-22 03:36:42 main:574] : INFO : Epoch 1974 | loss: 0.0311352 | val_loss: 0.0312345 | Time: 2214.69 ms [2021-01-22 03:36:45 main:574] : INFO : Epoch 1975 | loss: 0.031136 | val_loss: 0.0312275 | Time: 2305.07 ms [2021-01-22 03:36:47 main:574] : INFO : Epoch 1976 | loss: 0.0311372 | val_loss: 0.0312409 | Time: 2263.58 ms [2021-01-22 03:36:49 main:574] : INFO : Epoch 1977 | loss: 0.0311373 | val_loss: 0.0312422 | Time: 2168.4 ms [2021-01-22 03:36:51 main:574] : INFO : Epoch 1978 | loss: 0.0311379 | val_loss: 0.0312397 | Time: 2230.36 ms [2021-01-22 03:36:54 main:574] : INFO : Epoch 1979 | loss: 0.0311376 | val_loss: 0.0312198 | Time: 2157.6 ms [2021-01-22 03:36:56 main:574] : INFO : Epoch 1980 | loss: 0.0311395 | val_loss: 0.0312237 | Time: 2113.65 ms [2021-01-22 03:36:58 main:574] : INFO : Epoch 1981 | loss: 0.0311379 | val_loss: 0.0312307 | Time: 2168.71 ms [2021-01-22 03:37:00 main:574] : INFO : Epoch 1982 | loss: 0.0311368 | val_loss: 0.0312393 | Time: 2218.12 ms [2021-01-22 03:37:02 main:574] : INFO : Epoch 1983 | loss: 0.0311362 | val_loss: 0.0312334 | Time: 2179.99 ms [2021-01-22 03:37:05 main:574] : INFO : Epoch 1984 | loss: 0.0311347 | val_loss: 0.0312404 | Time: 2177.79 ms [2021-01-22 03:37:07 main:574] : INFO : Epoch 1985 | loss: 0.0311359 | val_loss: 0.0312224 | Time: 2183.03 ms [2021-01-22 03:37:09 main:574] : INFO : Epoch 1986 | loss: 0.0311349 | val_loss: 0.0312381 | Time: 2157.62 ms [2021-01-22 03:37:11 main:574] : INFO : Epoch 1987 | loss: 0.0311353 | val_loss: 0.0312304 | Time: 2192.95 ms [2021-01-22 03:37:14 main:574] : INFO : Epoch 1988 | loss: 0.0311339 | val_loss: 0.0313111 | Time: 2222.2 ms [2021-01-22 03:37:16 main:574] : INFO : Epoch 1989 | loss: 0.0311352 | val_loss: 0.0313145 | Time: 2226.34 ms [2021-01-22 03:37:18 main:574] : INFO : Epoch 1990 | loss: 0.0311349 | val_loss: 0.0313219 | Time: 2192.14 ms [2021-01-22 03:37:20 main:574] : INFO : Epoch 1991 | loss: 0.0311328 | val_loss: 0.0312845 | Time: 2180.67 ms [2021-01-22 03:37:22 main:574] : INFO : Epoch 1992 | loss: 0.0311348 | val_loss: 0.0313254 | Time: 2296.82 ms [2021-01-22 03:37:25 main:574] : INFO : Epoch 1993 | loss: 0.0311362 | val_loss: 0.0312564 | Time: 2189.58 ms [2021-01-22 03:37:27 main:574] : INFO : Epoch 1994 | loss: 0.0311473 | val_loss: 0.0312453 | Time: 2383.58 ms [2021-01-22 03:37:30 main:574] : INFO : Epoch 1995 | loss: 0.0311484 | val_loss: 0.0312269 | Time: 2383.09 ms [2021-01-22 03:37:32 main:574] : INFO : Epoch 1996 | loss: 0.0311434 | val_loss: 0.0312709 | Time: 2246.12 ms [2021-01-22 03:37:34 main:574] : INFO : Epoch 1997 | loss: 0.0311414 | val_loss: 0.0312639 | Time: 2148.7 ms [2021-01-22 03:37:36 main:574] : INFO : Epoch 1998 | loss: 0.0311395 | val_loss: 0.031218 | Time: 2230.22 ms [2021-01-22 03:37:39 main:574] : INFO : Epoch 1999 | loss: 0.0311411 | val_loss: 0.0312213 | Time: 2210.17 ms [2021-01-22 03:37:41 main:574] : INFO : Epoch 2000 | loss: 0.031138 | val_loss: 0.03122 | Time: 2191.3 ms [2021-01-22 03:37:43 main:574] : INFO : Epoch 2001 | loss: 0.0311369 | val_loss: 0.0312259 | Time: 2196.39 ms [2021-01-22 03:37:45 main:574] : INFO : Epoch 2002 | loss: 0.0311357 | val_loss: 0.0312487 | Time: 2163.37 ms [2021-01-22 03:37:47 main:574] : INFO : Epoch 2003 | loss: 0.0311337 | val_loss: 0.0312606 | Time: 2210.7 ms [2021-01-22 03:37:50 main:574] : INFO : Epoch 2004 | loss: 0.0311329 | val_loss: 0.0312364 | Time: 2176.74 ms [2021-01-22 03:37:52 main:574] : INFO : Epoch 2005 | loss: 0.0311337 | val_loss: 0.0312293 | Time: 2189.89 ms [2021-01-22 03:37:54 main:574] : INFO : Epoch 2006 | loss: 0.0311365 | val_loss: 0.0312323 | Time: 2141.42 ms [2021-01-22 03:37:56 main:574] : INFO : Epoch 2007 | loss: 0.0311326 | val_loss: 0.0312408 | Time: 2207.35 ms [2021-01-22 03:37:58 main:574] : INFO : Epoch 2008 | loss: 0.0311323 | val_loss: 0.0312485 | Time: 2195.54 ms [2021-01-22 03:38:01 main:574] : INFO : Epoch 2009 | loss: 0.0311368 | val_loss: 0.0312231 | Time: 2268.43 ms [2021-01-22 03:38:03 main:574] : INFO : Epoch 2010 | loss: 0.0311347 | val_loss: 0.0312531 | Time: 2195.2 ms [2021-01-22 03:38:05 main:574] : INFO : Epoch 2011 | loss: 0.0311325 | val_loss: 0.0312379 | Time: 2293.53 ms [2021-01-22 03:38:07 main:574] : INFO : Epoch 2012 | loss: 0.0311307 | val_loss: 0.031253 | Time: 2197.95 ms [2021-01-22 03:38:10 main:574] : INFO : Epoch 2013 | loss: 0.0311311 | val_loss: 0.0312497 | Time: 2247.68 ms [2021-01-22 03:38:12 main:574] : INFO : Epoch 2014 | loss: 0.0311321 | val_loss: 0.0312639 | Time: 2172.61 ms [2021-01-22 03:38:14 main:574] : INFO : Epoch 2015 | loss: 0.0311323 | val_loss: 0.0312401 | Time: 2266.77 ms [2021-01-22 03:38:17 main:574] : INFO : Epoch 2016 | loss: 0.0311315 | val_loss: 0.0312883 | Time: 2279.43 ms [2021-01-22 03:38:19 main:574] : INFO : Epoch 2017 | loss: 0.0311331 | val_loss: 0.0311698 | Time: 2295.35 ms [2021-01-22 03:38:21 main:574] : INFO : Epoch 2018 | loss: 0.0311362 | val_loss: 0.0311627 | Time: 2251.41 ms [2021-01-22 03:38:23 main:574] : INFO : Epoch 2019 | loss: 0.0311382 | val_loss: 0.0311955 | Time: 2150.68 ms [2021-01-22 03:38:26 main:574] : INFO : Epoch 2020 | loss: 0.0311484 | val_loss: 0.0311649 | Time: 2236.48 ms [2021-01-22 03:38:28 main:574] : INFO : Epoch 2021 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 2220.8 ms [2021-01-22 03:38:30 main:574] : INFO : Epoch 2022 | loss: 0.0311434 | val_loss: 0.0311674 | Time: 2174.84 ms [2021-01-22 03:38:32 main:574] : INFO : Epoch 2023 | loss: 0.0311419 | val_loss: 0.0311697 | Time: 2187.68 ms [2021-01-22 03:38:34 main:574] : INFO : Epoch 2024 | loss: 0.0311371 | val_loss: 0.0311863 | Time: 2252.16 ms [2021-01-22 03:38:37 main:574] : INFO : Epoch 2025 | loss: 0.0311376 | val_loss: 0.0312182 | Time: 2216.55 ms [2021-01-22 03:38:39 main:574] : INFO : Epoch 2026 | loss: 0.0311363 | val_loss: 0.0312408 | Time: 2194.7 ms [2021-01-22 03:38:41 main:574] : INFO : Epoch 2027 | loss: 0.0311376 | val_loss: 0.0311633 | Time: 2212.59 ms [2021-01-22 03:38:43 main:574] : INFO : Epoch 2028 | loss: 0.0311388 | val_loss: 0.0312869 | Time: 2150.67 ms [2021-01-22 03:38:46 main:574] : INFO : Epoch 2029 | loss: 0.0311349 | val_loss: 0.0312615 | Time: 2153.64 ms [2021-01-22 03:38:48 main:574] : INFO : Epoch 2030 | loss: 0.0311348 | val_loss: 0.0311691 | Time: 2245.16 ms [2021-01-22 03:38:50 main:574] : INFO : Epoch 2031 | loss: 0.0311345 | val_loss: 0.0311673 | Time: 2161.55 ms [2021-01-22 03:38:52 main:574] : INFO : Epoch 2032 | loss: 0.0311332 | val_loss: 0.0311649 | Time: 2198.6 ms [2021-01-22 03:38:54 main:574] : INFO : Epoch 2033 | loss: 0.0311333 | val_loss: 0.0311759 | Time: 2151.6 ms [2021-01-22 03:38:57 main:574] : INFO : Epoch 2034 | loss: 0.0311373 | val_loss: 0.0312503 | Time: 2194.44 ms [2021-01-22 03:38:59 main:574] : INFO : Epoch 2035 | loss: 0.0311346 | val_loss: 0.0312673 | Time: 2210.07 ms [2021-01-22 03:39:01 main:574] : INFO : Epoch 2036 | loss: 0.0311333 | val_loss: 0.0312843 | Time: 2235.57 ms [2021-01-22 03:39:03 main:574] : INFO : Epoch 2037 | loss: 0.0311324 | val_loss: 0.0312815 | Time: 2328.96 ms [2021-01-22 03:39:06 main:574] : INFO : Epoch 2038 | loss: 0.0311339 | val_loss: 0.0312739 | Time: 2272.61 ms [2021-01-22 03:39:08 main:574] : INFO : Epoch 2039 | loss: 0.0311335 | val_loss: 0.0312423 | Time: 2277.23 ms [2021-01-22 03:39:10 main:574] : INFO : Epoch 2040 | loss: 0.031136 | val_loss: 0.0312824 | Time: 2200.77 ms [2021-01-22 03:39:13 main:574] : INFO : Epoch 2041 | loss: 0.0311316 | val_loss: 0.031175 | Time: 2207.45 ms [2021-01-22 03:39:15 main:574] : INFO : Epoch 2042 | loss: 0.0311349 | val_loss: 0.0311828 | Time: 2163.78 ms [2021-01-22 03:39:17 main:574] : INFO : Epoch 2043 | loss: 0.0311358 | val_loss: 0.0311792 | Time: 2272.38 ms [2021-01-22 03:39:19 main:574] : INFO : Epoch 2044 | loss: 0.0311338 | val_loss: 0.0313473 | Time: 2223.34 ms [2021-01-22 03:39:22 main:574] : INFO : Epoch 2045 | loss: 0.0311328 | val_loss: 0.0311839 | Time: 2185.02 ms [2021-01-22 03:39:24 main:574] : INFO : Epoch 2046 | loss: 0.0311325 | val_loss: 0.0311642 | Time: 2280.37 ms [2021-01-22 03:39:26 main:574] : INFO : Epoch 2047 | loss: 0.0311363 | val_loss: 0.0311738 | Time: 2280.94 ms [2021-01-22 03:39:28 main:574] : INFO : Epoch 2048 | loss: 0.0311374 | val_loss: 0.0312264 | Time: 2190.53 ms [2021-01-22 03:39:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312264 [2021-01-22 03:39:28 main:603] : INFO : Saving end state to config to file [2021-01-22 03:39:28 main:608] : INFO : Success, exiting.. 03:39:28 (10076): 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)