Task 9189375
| Name | ParityModified-1636180195-18641-3-0_0 |
| Workunit | 6625836 |
| Created | 26 Nov 2021, 1:04:11 UTC |
| Sent | 2 Dec 2021, 3:58:48 UTC |
| Report deadline | 10 Dec 2021, 3:58:48 UTC |
| Received | 2 Dec 2021, 22:10:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 41 min 48 sec |
| CPU time | 1 hours 41 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.85 GB |
| Peak swap size | 4.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311549 | val_loss: 0.0311637 | Time: 1625.99 ms
[2021-12-02 20:56:12 main:574] : INFO : Epoch 1543 | loss: 0.0311549 | val_loss: 0.0311591 | Time: 1633.91 ms
[2021-12-02 20:56:14 main:574] : INFO : Epoch 1544 | loss: 0.0311541 | val_loss: 0.0311618 | Time: 1606.48 ms
[2021-12-02 20:56:15 main:574] : INFO : Epoch 1545 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 1644.51 ms
[2021-12-02 20:56:17 main:574] : INFO : Epoch 1546 | loss: 0.0311561 | val_loss: 0.0311605 | Time: 1614.53 ms
[2021-12-02 20:56:19 main:574] : INFO : Epoch 1547 | loss: 0.0311558 | val_loss: 0.0311611 | Time: 1651.94 ms
[2021-12-02 20:56:20 main:574] : INFO : Epoch 1548 | loss: 0.031154 | val_loss: 0.0311607 | Time: 1668.07 ms
[2021-12-02 20:56:22 main:574] : INFO : Epoch 1549 | loss: 0.0311534 | val_loss: 0.0311632 | Time: 1637.01 ms
[2021-12-02 20:56:24 main:574] : INFO : Epoch 1550 | loss: 0.0311562 | val_loss: 0.0311607 | Time: 1561.43 ms
[2021-12-02 20:56:25 main:574] : INFO : Epoch 1551 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 1629.78 ms
[2021-12-02 20:56:27 main:574] : INFO : Epoch 1552 | loss: 0.0311537 | val_loss: 0.0311645 | Time: 1610.78 ms
[2021-12-02 20:56:28 main:574] : INFO : Epoch 1553 | loss: 0.031154 | val_loss: 0.031161 | Time: 1641.29 ms
[2021-12-02 20:56:30 main:574] : INFO : Epoch 1554 | loss: 0.0311534 | val_loss: 0.03116 | Time: 1617.98 ms
[2021-12-02 20:56:32 main:574] : INFO : Epoch 1555 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 1612.29 ms
[2021-12-02 20:56:33 main:574] : INFO : Epoch 1556 | loss: 0.0311533 | val_loss: 0.0311628 | Time: 1603.46 ms
[2021-12-02 20:56:35 main:574] : INFO : Epoch 1557 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 1679.13 ms
[2021-12-02 20:56:37 main:574] : INFO : Epoch 1558 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 1624.9 ms
[2021-12-02 20:56:38 main:574] : INFO : Epoch 1559 | loss: 0.0311624 | val_loss: 0.0311713 | Time: 1660.96 ms
[2021-12-02 20:56:40 main:574] : INFO : Epoch 1560 | loss: 0.0311698 | val_loss: 0.0311831 | Time: 1672 ms
[2021-12-02 20:56:42 main:574] : INFO : Epoch 1561 | loss: 0.0311698 | val_loss: 0.0311646 | Time: 1653.94 ms
[2021-12-02 20:56:43 main:574] : INFO : Epoch 1562 | loss: 0.0311591 | val_loss: 0.0311638 | Time: 1638.28 ms
[2021-12-02 20:56:45 main:574] : INFO : Epoch 1563 | loss: 0.0311568 | val_loss: 0.0311621 | Time: 1630.14 ms
[2021-12-02 20:56:47 main:574] : INFO : Epoch 1564 | loss: 0.0311562 | val_loss: 0.0311631 | Time: 1618.83 ms
[2021-12-02 20:56:48 main:574] : INFO : Epoch 1565 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 1600.98 ms
[2021-12-02 20:56:50 main:574] : INFO : Epoch 1566 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 1580.67 ms
[2021-12-02 20:56:51 main:574] : INFO : Epoch 1567 | loss: 0.0311585 | val_loss: 0.0311673 | Time: 1646.15 ms
[2021-12-02 20:56:53 main:574] : INFO : Epoch 1568 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 1623.67 ms
[2021-12-02 20:56:55 main:574] : INFO : Epoch 1569 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 1620.56 ms
[2021-12-02 20:56:56 main:574] : INFO : Epoch 1570 | loss: 0.0311566 | val_loss: 0.0311628 | Time: 1666.48 ms
[2021-12-02 20:56:58 main:574] : INFO : Epoch 1571 | loss: 0.031154 | val_loss: 0.031167 | Time: 1605.68 ms
[2021-12-02 20:57:00 main:574] : INFO : Epoch 1572 | loss: 0.031156 | val_loss: 0.0311652 | Time: 1639.03 ms
[2021-12-02 20:57:01 main:574] : INFO : Epoch 1573 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1618.68 ms
[2021-12-02 20:57:03 main:574] : INFO : Epoch 1574 | loss: 0.031155 | val_loss: 0.0311658 | Time: 1659.86 ms
[2021-12-02 20:57:05 main:574] : INFO : Epoch 1575 | loss: 0.0311539 | val_loss: 0.0311679 | Time: 1925.45 ms
[2021-12-02 20:57:07 main:574] : INFO : Epoch 1576 | loss: 0.0311541 | val_loss: 0.0311653 | Time: 2067.73 ms
[2021-12-02 20:57:09 main:574] : INFO : Epoch 1577 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 1931.37 ms
[2021-12-02 20:57:11 main:574] : INFO : Epoch 1578 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 1911.56 ms
[2021-12-02 20:57:13 main:574] : INFO : Epoch 1579 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 1952.78 ms
[2021-12-02 20:57:15 main:574] : INFO : Epoch 1580 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 1938.34 ms
[2021-12-02 20:57:17 main:574] : INFO : Epoch 1581 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 1937.16 ms
[2021-12-02 20:57:19 main:574] : INFO : Epoch 1582 | loss: 0.0311533 | val_loss: 0.0311634 | Time: 1950.34 ms
[2021-12-02 20:57:20 main:574] : INFO : Epoch 1583 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 1919.74 ms
[2021-12-02 20:57:22 main:574] : INFO : Epoch 1584 | loss: 0.031154 | val_loss: 0.0311618 | Time: 1973.81 ms
[2021-12-02 20:57:24 main:574] : INFO : Epoch 1585 | loss: 0.0311544 | val_loss: 0.0311723 | Time: 1943.55 ms
[2021-12-02 20:57:26 main:574] : INFO : Epoch 1586 | loss: 0.0311535 | val_loss: 0.0311618 | Time: 1936.12 ms
[2021-12-02 20:57:28 main:574] : INFO : Epoch 1587 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 1917.06 ms
[2021-12-02 20:57:30 main:574] : INFO : Epoch 1588 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1949.53 ms
[2021-12-02 20:57:32 main:574] : INFO : Epoch 1589 | loss: 0.0311713 | val_loss: 0.0311723 | Time: 1911.61 ms
[2021-12-02 20:57:34 main:574] : INFO : Epoch 1590 | loss: 0.0311716 | val_loss: 0.0311727 | Time: 1948.39 ms
[2021-12-02 20:57:36 main:574] : INFO : Epoch 1591 | loss: 0.031166 | val_loss: 0.0311674 | Time: 1915.55 ms
[2021-12-02 20:57:38 main:574] : INFO : Epoch 1592 | loss: 0.0311614 | val_loss: 0.0311665 | Time: 1913.48 ms
[2021-12-02 20:57:40 main:574] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.0312172 | Time: 1939.03 ms
[2021-12-02 20:57:42 main:574] : INFO : Epoch 1594 | loss: 0.0312173 | val_loss: 0.0312212 | Time: 1930.11 ms
[2021-12-02 20:57:44 main:574] : INFO : Epoch 1595 | loss: 0.0312167 | val_loss: 0.0312166 | Time: 1957.85 ms
[2021-12-02 20:57:46 main:574] : INFO : Epoch 1596 | loss: 0.0312131 | val_loss: 0.031213 | Time: 1910.33 ms
[2021-12-02 20:57:48 main:574] : INFO : Epoch 1597 | loss: 0.031209 | val_loss: 0.0312112 | Time: 1917.67 ms
[2021-12-02 20:57:50 main:574] : INFO : Epoch 1598 | loss: 0.0312085 | val_loss: 0.0312139 | Time: 1902.38 ms
[2021-12-02 20:57:51 main:574] : INFO : Epoch 1599 | loss: 0.0312075 | val_loss: 0.0312099 | Time: 1946.49 ms
[2021-12-02 20:57:53 main:574] : INFO : Epoch 1600 | loss: 0.0312051 | val_loss: 0.0312095 | Time: 1926.34 ms
[2021-12-02 20:57:55 main:574] : INFO : Epoch 1601 | loss: 0.0312059 | val_loss: 0.0312116 | Time: 1964.24 ms
[2021-12-02 20:57:57 main:574] : INFO : Epoch 1602 | loss: 0.0312039 | val_loss: 0.0312075 | Time: 1887.64 ms
[2021-12-02 20:57:59 main:574] : INFO : Epoch 1603 | loss: 0.031203 | val_loss: 0.031207 | Time: 1941.09 ms
[2021-12-02 20:58:01 main:574] : INFO : Epoch 1604 | loss: 0.0312026 | val_loss: 0.0312057 | Time: 1883.44 ms
[2021-12-02 20:58:03 main:574] : INFO : Epoch 1605 | loss: 0.0312014 | val_loss: 0.0312057 | Time: 1965.13 ms
[2021-12-02 20:58:05 main:574] : INFO : Epoch 1606 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 1910.13 ms
[2021-12-02 20:58:07 main:574] : INFO : Epoch 1607 | loss: 0.0311962 | val_loss: 0.0312 | Time: 1944.76 ms
[2021-12-02 20:58:09 main:574] : INFO : Epoch 1608 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 1922.26 ms
[2021-12-02 20:58:11 main:574] : INFO : Epoch 1609 | loss: 0.031196 | val_loss: 0.0312002 | Time: 1936.45 ms
[2021-12-02 20:58:13 main:574] : INFO : Epoch 1610 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 1972.62 ms
[2021-12-02 20:58:15 main:574] : INFO : Epoch 1611 | loss: 0.0311971 | val_loss: 0.0311997 | Time: 1899.93 ms
[2021-12-02 20:58:17 main:574] : INFO : Epoch 1612 | loss: 0.031193 | val_loss: 0.0311985 | Time: 1905.4 ms
[2021-12-02 20:58:19 main:574] : INFO : Epoch 1613 | loss: 0.0311923 | val_loss: 0.0311991 | Time: 1937.12 ms
[2021-12-02 20:58:21 main:574] : INFO : Epoch 1614 | loss: 0.0311906 | val_loss: 0.0311949 | Time: 1911.17 ms
[2021-12-02 20:58:22 main:574] : INFO : Epoch 1615 | loss: 0.0311915 | val_loss: 0.0311973 | Time: 1921.41 ms
[2021-12-02 20:58:24 main:574] : INFO : Epoch 1616 | loss: 0.0311892 | val_loss: 0.0311946 | Time: 1938.48 ms
[2021-12-02 20:58:26 main:574] : INFO : Epoch 1617 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 1934.17 ms
[2021-12-02 20:58:28 main:574] : INFO : Epoch 1618 | loss: 0.0311887 | val_loss: 0.0312011 | Time: 1915.34 ms
[2021-12-02 20:58:30 main:574] : INFO : Epoch 1619 | loss: 0.0311929 | val_loss: 0.0312018 | Time: 1978.95 ms
[2021-12-02 20:58:32 main:574] : INFO : Epoch 1620 | loss: 0.0311893 | val_loss: 0.0311977 | Time: 1971.78 ms
[2021-12-02 20:58:34 main:574] : INFO : Epoch 1621 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 1939.09 ms
[2021-12-02 20:58:36 main:574] : INFO : Epoch 1622 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 1920.84 ms
[2021-12-02 20:58:38 main:574] : INFO : Epoch 1623 | loss: 0.0311844 | val_loss: 0.0311917 | Time: 1932.57 ms
[2021-12-02 20:58:40 main:574] : INFO : Epoch 1624 | loss: 0.0311857 | val_loss: 0.0312015 | Time: 1935.64 ms
[2021-12-02 20:58:42 main:574] : INFO : Epoch 1625 | loss: 0.031191 | val_loss: 0.0311915 | Time: 1897.49 ms
[2021-12-02 20:58:44 main:574] : INFO : Epoch 1626 | loss: 0.0311846 | val_loss: 0.0311899 | Time: 1945.46 ms
[2021-12-02 20:58:46 main:574] : INFO : Epoch 1627 | loss: 0.031185 | val_loss: 0.0311865 | Time: 2000.53 ms
[2021-12-02 20:58:48 main:574] : INFO : Epoch 1628 | loss: 0.0311825 | val_loss: 0.031187 | Time: 1944.53 ms
[2021-12-02 20:58:50 main:574] : INFO : Epoch 1629 | loss: 0.0311838 | val_loss: 0.031187 | Time: 1941.22 ms
[2021-12-02 20:58:52 main:574] : INFO : Epoch 1630 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1963.13 ms
[2021-12-02 20:58:54 main:574] : INFO : Epoch 1631 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 1948.37 ms
[2021-12-02 20:58:56 main:574] : INFO : Epoch 1632 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 1943.17 ms
[2021-12-02 20:58:58 main:574] : INFO : Epoch 1633 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 1927.49 ms
[2021-12-02 20:58:59 main:574] : INFO : Epoch 1634 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 1936.2 ms
[2021-12-02 20:59:01 main:574] : INFO : Epoch 1635 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 1929.05 ms
[2021-12-02 20:59:03 main:574] : INFO : Epoch 1636 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 1948.03 ms
[2021-12-02 20:59:05 main:574] : INFO : Epoch 1637 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1933.87 ms
[2021-12-02 20:59:07 main:574] : INFO : Epoch 1638 | loss: 0.0311814 | val_loss: 0.031184 | Time: 1552.91 ms
[2021-12-02 20:59:08 main:574] : INFO : Epoch 1639 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 1529.23 ms
[2021-12-02 20:59:10 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311901 | Time: 1544.69 ms
[2021-12-02 20:59:12 main:574] : INFO : Epoch 1641 | loss: 0.0311795 | val_loss: 0.0311871 | Time: 1530.33 ms
[2021-12-02 20:59:13 main:574] : INFO : Epoch 1642 | loss: 0.0311784 | val_loss: 0.0311839 | Time: 1578.19 ms
[2021-12-02 20:59:15 main:574] : INFO : Epoch 1643 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 1519.6 ms
[2021-12-02 20:59:16 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 1520.21 ms
[2021-12-02 20:59:18 main:574] : INFO : Epoch 1645 | loss: 0.0311789 | val_loss: 0.0311983 | Time: 1524.04 ms
[2021-12-02 20:59:19 main:574] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 1540.17 ms
[2021-12-02 20:59:21 main:574] : INFO : Epoch 1647 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 1520.75 ms
[2021-12-02 20:59:22 main:574] : INFO : Epoch 1648 | loss: 0.031177 | val_loss: 0.0311866 | Time: 1513.32 ms
[2021-12-02 20:59:24 main:574] : INFO : Epoch 1649 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 1527.78 ms
[2021-12-02 20:59:25 main:574] : INFO : Epoch 1650 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 1522.12 ms
[2021-12-02 20:59:27 main:574] : INFO : Epoch 1651 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 1546.28 ms
[2021-12-02 20:59:28 main:574] : INFO : Epoch 1652 | loss: 0.0311776 | val_loss: 0.0311859 | Time: 1538.43 ms
[2021-12-02 20:59:30 main:574] : INFO : Epoch 1653 | loss: 0.0311778 | val_loss: 0.0311859 | Time: 1547.98 ms
[2021-12-02 20:59:32 main:574] : INFO : Epoch 1654 | loss: 0.0311807 | val_loss: 0.0311863 | Time: 1539.89 ms
[2021-12-02 20:59:33 main:574] : INFO : Epoch 1655 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 1527.42 ms
[2021-12-02 20:59:35 main:574] : INFO : Epoch 1656 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1559.16 ms
[2021-12-02 20:59:36 main:574] : INFO : Epoch 1657 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1531.63 ms
[2021-12-02 20:59:38 main:574] : INFO : Epoch 1658 | loss: 0.0311756 | val_loss: 0.0311857 | Time: 1551.81 ms
[2021-12-02 20:59:39 main:574] : INFO : Epoch 1659 | loss: 0.0311772 | val_loss: 0.031184 | Time: 1548.81 ms
[2021-12-02 20:59:41 main:574] : INFO : Epoch 1660 | loss: 0.0311755 | val_loss: 0.0311897 | Time: 1508.25 ms
[2021-12-02 20:59:42 main:574] : INFO : Epoch 1661 | loss: 0.031175 | val_loss: 0.0311803 | Time: 1569.14 ms
[2021-12-02 20:59:44 main:574] : INFO : Epoch 1662 | loss: 0.0311735 | val_loss: 0.031185 | Time: 1526.13 ms
[2021-12-02 20:59:45 main:574] : INFO : Epoch 1663 | loss: 0.0311768 | val_loss: 0.0311835 | Time: 1532.89 ms
[2021-12-02 20:59:47 main:574] : INFO : Epoch 1664 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 1530.79 ms
[2021-12-02 20:59:49 main:574] : INFO : Epoch 1665 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 1550.25 ms
[2021-12-02 20:59:50 main:574] : INFO : Epoch 1666 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 1570.24 ms
[2021-12-02 20:59:52 main:574] : INFO : Epoch 1667 | loss: 0.031173 | val_loss: 0.0311873 | Time: 1522.37 ms
[2021-12-02 20:59:53 main:574] : INFO : Epoch 1668 | loss: 0.0311771 | val_loss: 0.0311882 | Time: 1519.96 ms
[2021-12-02 20:59:55 main:574] : INFO : Epoch 1669 | loss: 0.0311815 | val_loss: 0.0311801 | Time: 1561.49 ms
[2021-12-02 20:59:56 main:574] : INFO : Epoch 1670 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1509.05 ms
[2021-12-02 20:59:58 main:574] : INFO : Epoch 1671 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 1524.8 ms
[2021-12-02 20:59:59 main:574] : INFO : Epoch 1672 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 1560.11 ms
[2021-12-02 21:00:01 main:574] : INFO : Epoch 1673 | loss: 0.031175 | val_loss: 0.0311783 | Time: 1508.34 ms
[2021-12-02 21:00:02 main:574] : INFO : Epoch 1674 | loss: 0.0311732 | val_loss: 0.0311776 | Time: 1525.99 ms
[2021-12-02 21:00:04 main:574] : INFO : Epoch 1675 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1513.2 ms
[2021-12-02 21:00:05 main:574] : INFO : Epoch 1676 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 1509.63 ms
[2021-12-02 21:00:07 main:574] : INFO : Epoch 1677 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 1523.25 ms
[2021-12-02 21:00:08 main:574] : INFO : Epoch 1678 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 1516.2 ms
[2021-12-02 21:00:10 main:574] : INFO : Epoch 1679 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 1550 ms
[2021-12-02 21:00:12 main:574] : INFO : Epoch 1680 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 1561.33 ms
[2021-12-02 21:00:13 main:574] : INFO : Epoch 1681 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1540.29 ms
[2021-12-02 21:00:15 main:574] : INFO : Epoch 1682 | loss: 0.03117 | val_loss: 0.0311757 | Time: 1557.15 ms
[2021-12-02 21:00:16 main:574] : INFO : Epoch 1683 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 1523.67 ms
[2021-12-02 21:00:18 main:574] : INFO : Epoch 1684 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 1554.58 ms
[2021-12-02 21:00:19 main:574] : INFO : Epoch 1685 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 1533.44 ms
[2021-12-02 21:00:21 main:574] : INFO : Epoch 1686 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 1513.93 ms
[2021-12-02 21:00:22 main:574] : INFO : Epoch 1687 | loss: 0.0311682 | val_loss: 0.0311855 | Time: 1521.84 ms
[2021-12-02 21:00:24 main:574] : INFO : Epoch 1688 | loss: 0.0311692 | val_loss: 0.0311763 | Time: 1527.36 ms
[2021-12-02 21:00:25 main:574] : INFO : Epoch 1689 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 1547.02 ms
[2021-12-02 21:00:27 main:574] : INFO : Epoch 1690 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 1530.29 ms
[2021-12-02 21:00:29 main:574] : INFO : Epoch 1691 | loss: 0.0311679 | val_loss: 0.0311785 | Time: 1556.24 ms
[2021-12-02 21:00:30 main:574] : INFO : Epoch 1692 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1506.66 ms
[2021-12-02 21:00:32 main:574] : INFO : Epoch 1693 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1519.55 ms
[2021-12-02 21:00:33 main:574] : INFO : Epoch 1694 | loss: 0.0311651 | val_loss: 0.031176 | Time: 1537.21 ms
[2021-12-02 21:00:35 main:574] : INFO : Epoch 1695 | loss: 0.0311654 | val_loss: 0.0311776 | Time: 1565.78 ms
[2021-12-02 21:00:36 main:574] : INFO : Epoch 1696 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 1529.68 ms
[2021-12-02 21:00:38 main:574] : INFO : Epoch 1697 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 1538.77 ms
[2021-12-02 21:00:39 main:574] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1512.22 ms
[2021-12-02 21:00:41 main:574] : INFO : Epoch 1699 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 1522.48 ms
[2021-12-02 21:00:42 main:574] : INFO : Epoch 1700 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 1526.92 ms
[2021-12-02 21:00:44 main:574] : INFO : Epoch 1701 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 1526.74 ms
[2021-12-02 21:00:45 main:574] : INFO : Epoch 1702 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 1533.34 ms
[2021-12-02 21:00:47 main:574] : INFO : Epoch 1703 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 1528.3 ms
[2021-12-02 21:00:49 main:574] : INFO : Epoch 1704 | loss: 0.0311652 | val_loss: 0.0311762 | Time: 1519.08 ms
[2021-12-02 21:00:50 main:574] : INFO : Epoch 1705 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 1513.2 ms
[2021-12-02 21:00:52 main:574] : INFO : Epoch 1706 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 1525.54 ms
[2021-12-02 21:00:53 main:574] : INFO : Epoch 1707 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 1531.95 ms
[2021-12-02 21:00:55 main:574] : INFO : Epoch 1708 | loss: 0.0311668 | val_loss: 0.0311794 | Time: 1543.8 ms
[2021-12-02 21:00:56 main:574] : INFO : Epoch 1709 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1541 ms
[2021-12-02 21:00:58 main:574] : INFO : Epoch 1710 | loss: 0.031165 | val_loss: 0.031174 | Time: 1568.98 ms
[2021-12-02 21:00:59 main:574] : INFO : Epoch 1711 | loss: 0.031166 | val_loss: 0.0311735 | Time: 1542.04 ms
[2021-12-02 21:01:01 main:574] : INFO : Epoch 1712 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1527.36 ms
[2021-12-02 21:01:02 main:574] : INFO : Epoch 1713 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1553.79 ms
[2021-12-02 21:01:04 main:574] : INFO : Epoch 1714 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 1541.61 ms
[2021-12-02 21:01:06 main:574] : INFO : Epoch 1715 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 1544.45 ms
[2021-12-02 21:01:07 main:574] : INFO : Epoch 1716 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 1527.64 ms
[2021-12-02 21:01:09 main:574] : INFO : Epoch 1717 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 1528.85 ms
[2021-12-02 21:01:10 main:574] : INFO : Epoch 1718 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1549.02 ms
[2021-12-02 21:01:12 main:574] : INFO : Epoch 1719 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1518.72 ms
[2021-12-02 21:01:13 main:574] : INFO : Epoch 1720 | loss: 0.031165 | val_loss: 0.0311722 | Time: 1532.82 ms
[2021-12-02 21:01:15 main:574] : INFO : Epoch 1721 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 1557.53 ms
[2021-12-02 21:01:16 main:574] : INFO : Epoch 1722 | loss: 0.0311614 | val_loss: 0.0311785 | Time: 1531.82 ms
[2021-12-02 21:01:18 main:574] : INFO : Epoch 1723 | loss: 0.0311637 | val_loss: 0.0311777 | Time: 1533.05 ms
[2021-12-02 21:01:19 main:574] : INFO : Epoch 1724 | loss: 0.0311683 | val_loss: 0.031188 | Time: 1552.33 ms
[2021-12-02 21:01:21 main:574] : INFO : Epoch 1725 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 1554.85 ms
[2021-12-02 21:01:23 main:574] : INFO : Epoch 1726 | loss: 0.0311617 | val_loss: 0.0311781 | Time: 1557.35 ms
[2021-12-02 21:01:24 main:574] : INFO : Epoch 1727 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 1519.98 ms
[2021-12-02 21:01:26 main:574] : INFO : Epoch 1728 | loss: 0.0311647 | val_loss: 0.0311691 | Time: 1544.07 ms
[2021-12-02 21:01:27 main:574] : INFO : Epoch 1729 | loss: 0.031165 | val_loss: 0.0311759 | Time: 1516.66 ms
[2021-12-02 21:01:29 main:574] : INFO : Epoch 1730 | loss: 0.0311671 | val_loss: 0.0311788 | Time: 1546.59 ms
[2021-12-02 21:01:30 main:574] : INFO : Epoch 1731 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 1547.21 ms
[2021-12-02 21:01:32 main:574] : INFO : Epoch 1732 | loss: 0.031163 | val_loss: 0.0311681 | Time: 1536.53 ms
[2021-12-02 21:01:33 main:574] : INFO : Epoch 1733 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1513.51 ms
[2021-12-02 21:01:35 main:574] : INFO : Epoch 1734 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 1517.26 ms
[2021-12-02 21:01:36 main:574] : INFO : Epoch 1735 | loss: 0.0311579 | val_loss: 0.0311681 | Time: 1549.68 ms
[2021-12-02 21:01:38 main:574] : INFO : Epoch 1736 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 1561.2 ms
[2021-12-02 21:01:39 main:574] : INFO : Epoch 1737 | loss: 0.0311588 | val_loss: 0.0311747 | Time: 1534.98 ms
[2021-12-02 21:01:41 main:574] : INFO : Epoch 1738 | loss: 0.031158 | val_loss: 0.0311675 | Time: 1539.9 ms
[2021-12-02 21:01:43 main:574] : INFO : Epoch 1739 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 1555.49 ms
[2021-12-02 21:01:44 main:574] : INFO : Epoch 1740 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1546.4 ms
[2021-12-02 21:01:46 main:574] : INFO : Epoch 1741 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 1553.47 ms
[2021-12-02 21:01:47 main:574] : INFO : Epoch 1742 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 1532.56 ms
[2021-12-02 21:01:49 main:574] : INFO : Epoch 1743 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 1530.45 ms
[2021-12-02 21:01:50 main:574] : INFO : Epoch 1744 | loss: 0.0311577 | val_loss: 0.0311721 | Time: 1515.96 ms
[2021-12-02 21:01:52 main:574] : INFO : Epoch 1745 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 1521.53 ms
[2021-12-02 21:01:53 main:574] : INFO : Epoch 1746 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1561.45 ms
[2021-12-02 21:01:55 main:574] : INFO : Epoch 1747 | loss: 0.031158 | val_loss: 0.0311699 | Time: 1531.59 ms
[2021-12-02 21:01:56 main:574] : INFO : Epoch 1748 | loss: 0.0311576 | val_loss: 0.0311708 | Time: 1501.43 ms
[2021-12-02 21:01:58 main:574] : INFO : Epoch 1749 | loss: 0.0311561 | val_loss: 0.0311718 | Time: 1527.79 ms
[2021-12-02 21:02:00 main:574] : INFO : Epoch 1750 | loss: 0.0311567 | val_loss: 0.031167 | Time: 1545.7 ms
[2021-12-02 21:02:01 main:574] : INFO : Epoch 1751 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 1532.62 ms
[2021-12-02 21:02:03 main:574] : INFO : Epoch 1752 | loss: 0.0311552 | val_loss: 0.0311704 | Time: 1530.21 ms
[2021-12-02 21:02:04 main:574] : INFO : Epoch 1753 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 1548.57 ms
[2021-12-02 21:02:06 main:574] : INFO : Epoch 1754 | loss: 0.0311659 | val_loss: 0.031194 | Time: 1543.93 ms
[2021-12-02 21:02:07 main:574] : INFO : Epoch 1755 | loss: 0.0311809 | val_loss: 0.0311786 | Time: 1544.77 ms
[2021-12-02 21:02:09 main:574] : INFO : Epoch 1756 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1532.24 ms
[2021-12-02 21:02:10 main:574] : INFO : Epoch 1757 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 1527.19 ms
[2021-12-02 21:02:12 main:574] : INFO : Epoch 1758 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 1546.06 ms
[2021-12-02 21:02:13 main:574] : INFO : Epoch 1759 | loss: 0.0311643 | val_loss: 0.031174 | Time: 1518.35 ms
[2021-12-02 21:02:15 main:574] : INFO : Epoch 1760 | loss: 0.031166 | val_loss: 0.0311713 | Time: 1509.16 ms
[2021-12-02 21:02:16 main:574] : INFO : Epoch 1761 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 1543.09 ms
[2021-12-02 21:02:18 main:574] : INFO : Epoch 1762 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 1523.05 ms
[2021-12-02 21:02:20 main:574] : INFO : Epoch 1763 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 1538.37 ms
[2021-12-02 21:02:21 main:574] : INFO : Epoch 1764 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 1540.38 ms
[2021-12-02 21:02:23 main:574] : INFO : Epoch 1765 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 1570.37 ms
[2021-12-02 21:02:24 main:574] : INFO : Epoch 1766 | loss: 0.0311884 | val_loss: 0.0311771 | Time: 1549 ms
[2021-12-02 21:02:26 main:574] : INFO : Epoch 1767 | loss: 0.0311876 | val_loss: 0.0311817 | Time: 1554.45 ms
[2021-12-02 21:02:27 main:574] : INFO : Epoch 1768 | loss: 0.0311799 | val_loss: 0.0311736 | Time: 1568.89 ms
[2021-12-02 21:02:29 main:574] : INFO : Epoch 1769 | loss: 0.0311773 | val_loss: 0.03117 | Time: 1527.73 ms
[2021-12-02 21:02:30 main:574] : INFO : Epoch 1770 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 1542.2 ms
[2021-12-02 21:02:32 main:574] : INFO : Epoch 1771 | loss: 0.0311692 | val_loss: 0.0311652 | Time: 1503.8 ms
[2021-12-02 21:02:33 main:574] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.0311657 | Time: 1519.24 ms
[2021-12-02 21:02:35 main:574] : INFO : Epoch 1773 | loss: 0.0311665 | val_loss: 0.0311669 | Time: 1532.18 ms
[2021-12-02 21:02:37 main:574] : INFO : Epoch 1774 | loss: 0.0311656 | val_loss: 0.0311631 | Time: 1525.58 ms
[2021-12-02 21:02:38 main:574] : INFO : Epoch 1775 | loss: 0.0311633 | val_loss: 0.0311624 | Time: 1536.11 ms
[2021-12-02 21:02:40 main:574] : INFO : Epoch 1776 | loss: 0.031163 | val_loss: 0.0311641 | Time: 1543.89 ms
[2021-12-02 21:02:41 main:574] : INFO : Epoch 1777 | loss: 0.0311624 | val_loss: 0.0311634 | Time: 1526.6 ms
[2021-12-02 21:02:43 main:574] : INFO : Epoch 1778 | loss: 0.031165 | val_loss: 0.0311627 | Time: 1561.29 ms
[2021-12-02 21:02:44 main:574] : INFO : Epoch 1779 | loss: 0.0311623 | val_loss: 0.0311616 | Time: 1551.82 ms
[2021-12-02 21:02:46 main:574] : INFO : Epoch 1780 | loss: 0.0311614 | val_loss: 0.0311627 | Time: 1562.88 ms
[2021-12-02 21:02:47 main:574] : INFO : Epoch 1781 | loss: 0.0311618 | val_loss: 0.0311643 | Time: 1540.6 ms
[2021-12-02 21:02:49 main:574] : INFO : Epoch 1782 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 1558.11 ms
[2021-12-02 21:02:51 main:574] : INFO : Epoch 1783 | loss: 0.0311582 | val_loss: 0.0311606 | Time: 1539.4 ms
[2021-12-02 21:02:52 main:574] : INFO : Epoch 1784 | loss: 0.0311569 | val_loss: 0.0311611 | Time: 1546.67 ms
[2021-12-02 21:02:54 main:574] : INFO : Epoch 1785 | loss: 0.0311625 | val_loss: 0.0311612 | Time: 1510.14 ms
[2021-12-02 21:02:55 main:574] : INFO : Epoch 1786 | loss: 0.0311615 | val_loss: 0.0311642 | Time: 1521.99 ms
[2021-12-02 21:02:57 main:574] : INFO : Epoch 1787 | loss: 0.031158 | val_loss: 0.0311595 | Time: 1523.42 ms
[2021-12-02 21:02:58 main:574] : INFO : Epoch 1788 | loss: 0.031158 | val_loss: 0.0311606 | Time: 1536.77 ms
[2021-12-02 21:03:00 main:574] : INFO : Epoch 1789 | loss: 0.0311562 | val_loss: 0.0311613 | Time: 1525.83 ms
[2021-12-02 21:03:01 main:574] : INFO : Epoch 1790 | loss: 0.0311575 | val_loss: 0.0311617 | Time: 1529.78 ms
[2021-12-02 21:03:03 main:574] : INFO : Epoch 1791 | loss: 0.0311586 | val_loss: 0.0311616 | Time: 1583.91 ms
[2021-12-02 21:03:04 main:574] : INFO : Epoch 1792 | loss: 0.0311549 | val_loss: 0.0311595 | Time: 1573.73 ms
[2021-12-02 21:03:06 main:574] : INFO : Epoch 1793 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 1679.08 ms
[2021-12-02 21:03:08 main:574] : INFO : Epoch 1794 | loss: 0.0311574 | val_loss: 0.0311609 | Time: 1657.81 ms
[2021-12-02 21:03:09 main:574] : INFO : Epoch 1795 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 1633.82 ms
[2021-12-02 21:03:11 main:574] : INFO : Epoch 1796 | loss: 0.0311639 | val_loss: 0.0311658 | Time: 1601.49 ms
[2021-12-02 21:03:13 main:574] : INFO : Epoch 1797 | loss: 0.031165 | val_loss: 0.0311663 | Time: 1546.29 ms
[2021-12-02 21:03:14 main:574] : INFO : Epoch 1798 | loss: 0.0311642 | val_loss: 0.0311613 | Time: 1531.36 ms
[2021-12-02 21:03:16 main:574] : INFO : Epoch 1799 | loss: 0.0311674 | val_loss: 0.0311609 | Time: 1547.57 ms
[2021-12-02 21:03:17 main:574] : INFO : Epoch 1800 | loss: 0.0311707 | val_loss: 0.0311825 | Time: 1535.89 ms
[2021-12-02 21:03:19 main:574] : INFO : Epoch 1801 | loss: 0.0311704 | val_loss: 0.0311682 | Time: 1528.97 ms
[2021-12-02 21:03:20 main:574] : INFO : Epoch 1802 | loss: 0.0311652 | val_loss: 0.0311601 | Time: 1535.45 ms
[2021-12-02 21:03:22 main:574] : INFO : Epoch 1803 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1547.55 ms
[2021-12-02 21:03:23 main:574] : INFO : Epoch 1804 | loss: 0.0311647 | val_loss: 0.0311629 | Time: 1522.38 ms
[2021-12-02 21:03:25 main:574] : INFO : Epoch 1805 | loss: 0.0311611 | val_loss: 0.0311601 | Time: 1540.37 ms
[2021-12-02 21:03:26 main:574] : INFO : Epoch 1806 | loss: 0.0311611 | val_loss: 0.0311609 | Time: 1532.56 ms
[2021-12-02 21:03:28 main:574] : INFO : Epoch 1807 | loss: 0.0311607 | val_loss: 0.0311606 | Time: 1559.84 ms
[2021-12-02 21:03:30 main:574] : INFO : Epoch 1808 | loss: 0.0311599 | val_loss: 0.0311615 | Time: 1594.01 ms
[2021-12-02 21:03:31 main:574] : INFO : Epoch 1809 | loss: 0.0311619 | val_loss: 0.0311596 | Time: 1542.53 ms
[2021-12-02 21:03:33 main:574] : INFO : Epoch 1810 | loss: 0.0311599 | val_loss: 0.0311624 | Time: 1549.37 ms
[2021-12-02 21:03:34 main:574] : INFO : Epoch 1811 | loss: 0.0311601 | val_loss: 0.0311575 | Time: 1549.78 ms
[2021-12-02 21:03:36 main:574] : INFO : Epoch 1812 | loss: 0.0311592 | val_loss: 0.0311597 | Time: 1542.15 ms
[2021-12-02 21:03:37 main:574] : INFO : Epoch 1813 | loss: 0.031159 | val_loss: 0.0311599 | Time: 1524.37 ms
[2021-12-02 21:03:39 main:574] : INFO : Epoch 1814 | loss: 0.0311598 | val_loss: 0.0311576 | Time: 1505.69 ms
[2021-12-02 21:03:40 main:574] : INFO : Epoch 1815 | loss: 0.0311566 | val_loss: 0.0311625 | Time: 1518.23 ms
[2021-12-02 21:03:42 main:574] : INFO : Epoch 1816 | loss: 0.0311569 | val_loss: 0.0311589 | Time: 1542.02 ms
[2021-12-02 21:03:44 main:574] : INFO : Epoch 1817 | loss: 0.031159 | val_loss: 0.0311657 | Time: 1532.32 ms
[2021-12-02 21:03:45 main:574] : INFO : Epoch 1818 | loss: 0.0311591 | val_loss: 0.0311621 | Time: 1573.63 ms
[2021-12-02 21:03:47 main:574] : INFO : Epoch 1819 | loss: 0.0311576 | val_loss: 0.0311602 | Time: 1535.61 ms
[2021-12-02 21:03:48 main:574] : INFO : Epoch 1820 | loss: 0.0311624 | val_loss: 0.0311661 | Time: 1523.66 ms
[2021-12-02 21:03:50 main:574] : INFO : Epoch 1821 | loss: 0.0311595 | val_loss: 0.0311631 | Time: 1539.53 ms
[2021-12-02 21:03:51 main:574] : INFO : Epoch 1822 | loss: 0.0311618 | val_loss: 0.0311611 | Time: 1545.82 ms
[2021-12-02 21:03:53 main:574] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311612 | Time: 1550.18 ms
[2021-12-02 21:03:54 main:574] : INFO : Epoch 1824 | loss: 0.0311612 | val_loss: 0.0311594 | Time: 1531.82 ms
[2021-12-02 21:03:56 main:574] : INFO : Epoch 1825 | loss: 0.0311581 | val_loss: 0.0311595 | Time: 1529.43 ms
[2021-12-02 21:03:57 main:574] : INFO : Epoch 1826 | loss: 0.0311622 | val_loss: 0.0311654 | Time: 1518.32 ms
[2021-12-02 21:03:59 main:574] : INFO : Epoch 1827 | loss: 0.0311803 | val_loss: 0.03117 | Time: 1515.29 ms
[2021-12-02 21:04:00 main:574] : INFO : Epoch 1828 | loss: 0.0311779 | val_loss: 0.0311694 | Time: 1532.48 ms
[2021-12-02 21:04:02 main:574] : INFO : Epoch 1829 | loss: 0.0311786 | val_loss: 0.0311722 | Time: 1564.45 ms
[2021-12-02 21:04:04 main:574] : INFO : Epoch 1830 | loss: 0.0311744 | val_loss: 0.0311678 | Time: 1528.32 ms
[2021-12-02 21:04:05 main:574] : INFO : Epoch 1831 | loss: 0.0311733 | val_loss: 0.0311682 | Time: 1540.81 ms
[2021-12-02 21:04:07 main:574] : INFO : Epoch 1832 | loss: 0.0311715 | val_loss: 0.0311666 | Time: 1594.97 ms
[2021-12-02 21:04:08 main:574] : INFO : Epoch 1833 | loss: 0.0311716 | val_loss: 0.0311677 | Time: 1599.76 ms
[2021-12-02 21:04:10 main:574] : INFO : Epoch 1834 | loss: 0.0311697 | val_loss: 0.031166 | Time: 1550.73 ms
[2021-12-02 21:04:11 main:574] : INFO : Epoch 1835 | loss: 0.0311695 | val_loss: 0.0311705 | Time: 1553.13 ms
[2021-12-02 21:04:13 main:574] : INFO : Epoch 1836 | loss: 0.0311701 | val_loss: 0.0311729 | Time: 1529.24 ms
[2021-12-02 21:04:15 main:574] : INFO : Epoch 1837 | loss: 0.0311683 | val_loss: 0.0311661 | Time: 1549.51 ms
[2021-12-02 21:04:16 main:574] : INFO : Epoch 1838 | loss: 0.0311685 | val_loss: 0.0311666 | Time: 1518.19 ms
[2021-12-02 21:04:18 main:574] : INFO : Epoch 1839 | loss: 0.0311669 | val_loss: 0.0311644 | Time: 1526.04 ms
[2021-12-02 21:04:19 main:574] : INFO : Epoch 1840 | loss: 0.0311629 | val_loss: 0.0311644 | Time: 1522.1 ms
[2021-12-02 21:04:21 main:574] : INFO : Epoch 1841 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 1540.88 ms
[2021-12-02 21:04:22 main:574] : INFO : Epoch 1842 | loss: 0.0311642 | val_loss: 0.031163 | Time: 1528.07 ms
[2021-12-02 21:04:24 main:574] : INFO : Epoch 1843 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1542.06 ms
[2021-12-02 21:04:25 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311646 | Time: 1534.16 ms
[2021-12-02 21:04:27 main:574] : INFO : Epoch 1845 | loss: 0.0311619 | val_loss: 0.0311607 | Time: 1535.31 ms
[2021-12-02 21:04:28 main:574] : INFO : Epoch 1846 | loss: 0.031161 | val_loss: 0.0311617 | Time: 1531.34 ms
[2021-12-02 21:04:30 main:574] : INFO : Epoch 1847 | loss: 0.0311591 | val_loss: 0.0311613 | Time: 1538.81 ms
[2021-12-02 21:04:32 main:574] : INFO : Epoch 1848 | loss: 0.0311581 | val_loss: 0.0311618 | Time: 1562.77 ms
[2021-12-02 21:04:33 main:574] : INFO : Epoch 1849 | loss: 0.0311578 | val_loss: 0.0311623 | Time: 1615.55 ms
[2021-12-02 21:04:35 main:574] : INFO : Epoch 1850 | loss: 0.0311611 | val_loss: 0.0311617 | Time: 1545.02 ms
[2021-12-02 21:04:36 main:574] : INFO : Epoch 1851 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 1592.65 ms
[2021-12-02 21:04:38 main:574] : INFO : Epoch 1852 | loss: 0.0311582 | val_loss: 0.0311576 | Time: 1548.21 ms
[2021-12-02 21:04:39 main:574] : INFO : Epoch 1853 | loss: 0.031155 | val_loss: 0.0311596 | Time: 1548.4 ms
[2021-12-02 21:04:41 main:574] : INFO : Epoch 1854 | loss: 0.0311546 | val_loss: 0.031157 | Time: 1519.84 ms
[2021-12-02 21:04:42 main:574] : INFO : Epoch 1855 | loss: 0.031154 | val_loss: 0.0311598 | Time: 1531.97 ms
[2021-12-02 21:04:44 main:574] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311588 | Time: 1547.16 ms
[2021-12-02 21:04:46 main:574] : INFO : Epoch 1857 | loss: 0.0311528 | val_loss: 0.0311591 | Time: 1512.27 ms
[2021-12-02 21:04:47 main:574] : INFO : Epoch 1858 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 1513 ms
[2021-12-02 21:04:49 main:574] : INFO : Epoch 1859 | loss: 0.0311541 | val_loss: 0.0311609 | Time: 1520.77 ms
[2021-12-02 21:04:50 main:574] : INFO : Epoch 1860 | loss: 0.0311545 | val_loss: 0.0311576 | Time: 1546.62 ms
[2021-12-02 21:04:52 main:574] : INFO : Epoch 1861 | loss: 0.0311534 | val_loss: 0.0311569 | Time: 1532.31 ms
[2021-12-02 21:04:53 main:574] : INFO : Epoch 1862 | loss: 0.0311521 | val_loss: 0.0311578 | Time: 1559.51 ms
[2021-12-02 21:04:55 main:574] : INFO : Epoch 1863 | loss: 0.0311501 | val_loss: 0.0311599 | Time: 1546.42 ms
[2021-12-02 21:04:56 main:574] : INFO : Epoch 1864 | loss: 0.0311513 | val_loss: 0.031159 | Time: 1558.36 ms
[2021-12-02 21:04:58 main:574] : INFO : Epoch 1865 | loss: 0.0311544 | val_loss: 0.0311587 | Time: 1513 ms
[2021-12-02 21:04:59 main:574] : INFO : Epoch 1866 | loss: 0.0311572 | val_loss: 0.0311594 | Time: 1525.56 ms
[2021-12-02 21:05:01 main:574] : INFO : Epoch 1867 | loss: 0.0311552 | val_loss: 0.0311712 | Time: 1535.93 ms
[2021-12-02 21:05:03 main:574] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.031171 | Time: 1535.88 ms
[2021-12-02 21:05:04 main:574] : INFO : Epoch 1869 | loss: 0.0311654 | val_loss: 0.0312187 | Time: 1498.92 ms
[2021-12-02 21:05:06 main:574] : INFO : Epoch 1870 | loss: 0.0311948 | val_loss: 0.0311901 | Time: 1557.35 ms
[2021-12-02 21:05:07 main:574] : INFO : Epoch 1871 | loss: 0.0317748 | val_loss: 0.0319555 | Time: 1529.57 ms
[2021-12-02 21:05:09 main:574] : INFO : Epoch 1872 | loss: 0.0329203 | val_loss: 0.0473212 | Time: 1570.35 ms
[2021-12-02 21:05:10 main:574] : INFO : Epoch 1873 | loss: 0.0331241 | val_loss: 0.0317193 | Time: 1539.1 ms
[2021-12-02 21:05:12 main:574] : INFO : Epoch 1874 | loss: 0.0316489 | val_loss: 0.0313298 | Time: 1555.32 ms
[2021-12-02 21:05:13 main:574] : INFO : Epoch 1875 | loss: 0.0312831 | val_loss: 0.0312192 | Time: 1557.48 ms
[2021-12-02 21:05:15 main:574] : INFO : Epoch 1876 | loss: 0.0312055 | val_loss: 0.0311823 | Time: 1529.05 ms
[2021-12-02 21:05:16 main:574] : INFO : Epoch 1877 | loss: 0.031177 | val_loss: 0.0311664 | Time: 1559.52 ms
[2021-12-02 21:05:18 main:574] : INFO : Epoch 1878 | loss: 0.0311586 | val_loss: 0.0311607 | Time: 1529.97 ms
[2021-12-02 21:05:20 main:574] : INFO : Epoch 1879 | loss: 0.0311518 | val_loss: 0.0311588 | Time: 1547.92 ms
[2021-12-02 21:05:21 main:574] : INFO : Epoch 1880 | loss: 0.0311508 | val_loss: 0.0311585 | Time: 1548.34 ms
[2021-12-02 21:05:23 main:574] : INFO : Epoch 1881 | loss: 0.0311498 | val_loss: 0.0311614 | Time: 1535.25 ms
[2021-12-02 21:05:24 main:574] : INFO : Epoch 1882 | loss: 0.0311476 | val_loss: 0.0311568 | Time: 1565.13 ms
[2021-12-02 21:05:26 main:574] : INFO : Epoch 1883 | loss: 0.0311478 | val_loss: 0.0311558 | Time: 1516.68 ms
[2021-12-02 21:05:27 main:574] : INFO : Epoch 1884 | loss: 0.0311477 | val_loss: 0.0311549 | Time: 1544.23 ms
[2021-12-02 21:05:29 main:574] : INFO : Epoch 1885 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 1556.36 ms
[2021-12-02 21:05:30 main:574] : INFO : Epoch 1886 | loss: 0.0311501 | val_loss: 0.0311553 | Time: 1543.24 ms
[2021-12-02 21:05:32 main:574] : INFO : Epoch 1887 | loss: 0.0311478 | val_loss: 0.0311561 | Time: 1537.42 ms
[2021-12-02 21:05:34 main:574] : INFO : Epoch 1888 | loss: 0.0311469 | val_loss: 0.0311563 | Time: 1533.83 ms
[2021-12-02 21:05:35 main:574] : INFO : Epoch 1889 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 1537.84 ms
[2021-12-02 21:05:37 main:574] : INFO : Epoch 1890 | loss: 0.0311453 | val_loss: 0.0311545 | Time: 1564.25 ms
[2021-12-02 21:05:38 main:574] : INFO : Epoch 1891 | loss: 0.0311453 | val_loss: 0.0311536 | Time: 1551.92 ms
[2021-12-02 21:05:40 main:574] : INFO : Epoch 1892 | loss: 0.0311471 | val_loss: 0.0311547 | Time: 1533.39 ms
[2021-12-02 21:05:41 main:574] : INFO : Epoch 1893 | loss: 0.031146 | val_loss: 0.0311563 | Time: 1510.53 ms
[2021-12-02 21:05:43 main:574] : INFO : Epoch 1894 | loss: 0.0311461 | val_loss: 0.031153 | Time: 1541.61 ms
[2021-12-02 21:05:44 main:574] : INFO : Epoch 1895 | loss: 0.0311459 | val_loss: 0.0311559 | Time: 1524.98 ms
[2021-12-02 21:05:46 main:574] : INFO : Epoch 1896 | loss: 0.031151 | val_loss: 0.0311592 | Time: 1533.29 ms
[2021-12-02 21:05:47 main:574] : INFO : Epoch 1897 | loss: 0.0311531 | val_loss: 0.0311581 | Time: 1571.8 ms
[2021-12-02 21:05:49 main:574] : INFO : Epoch 1898 | loss: 0.0311536 | val_loss: 0.0311603 | Time: 1529.76 ms
[2021-12-02 21:05:51 main:574] : INFO : Epoch 1899 | loss: 0.0311528 | val_loss: 0.0311539 | Time: 1533.18 ms
[2021-12-02 21:05:52 main:574] : INFO : Epoch 1900 | loss: 0.0311522 | val_loss: 0.0311586 | Time: 1527.41 ms
[2021-12-02 21:05:54 main:574] : INFO : Epoch 1901 | loss: 0.0311513 | val_loss: 0.0311577 | Time: 1511 ms
[2021-12-02 21:05:55 main:574] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.0311612 | Time: 1535.25 ms
[2021-12-02 21:05:57 main:574] : INFO : Epoch 1903 | loss: 0.0311531 | val_loss: 0.0311561 | Time: 1562.36 ms
[2021-12-02 21:05:58 main:574] : INFO : Epoch 1904 | loss: 0.0311521 | val_loss: 0.0311582 | Time: 1532 ms
[2021-12-02 21:06:00 main:574] : INFO : Epoch 1905 | loss: 0.0311541 | val_loss: 0.031158 | Time: 1537.51 ms
[2021-12-02 21:06:01 main:574] : INFO : Epoch 1906 | loss: 0.0311531 | val_loss: 0.0311579 | Time: 1508.53 ms
[2021-12-02 21:06:03 main:574] : INFO : Epoch 1907 | loss: 0.0311515 | val_loss: 0.0311593 | Time: 1550.93 ms
[2021-12-02 21:06:04 main:574] : INFO : Epoch 1908 | loss: 0.0311519 | val_loss: 0.0311552 | Time: 1563.99 ms
[2021-12-02 21:06:06 main:574] : INFO : Epoch 1909 | loss: 0.031149 | val_loss: 0.0311541 | Time: 1537.02 ms
[2021-12-02 21:06:07 main:574] : INFO : Epoch 1910 | loss: 0.0311501 | val_loss: 0.0311577 | Time: 1517.6 ms
[2021-12-02 21:06:09 main:574] : INFO : Epoch 1911 | loss: 0.0311498 | val_loss: 0.031159 | Time: 1528.23 ms
[2021-12-02 21:06:11 main:574] : INFO : Epoch 1912 | loss: 0.0311491 | val_loss: 0.0311578 | Time: 1548.07 ms
[2021-12-02 21:06:12 main:574] : INFO : Epoch 1913 | loss: 0.0311501 | val_loss: 0.0311606 | Time: 1502.92 ms
[2021-12-02 21:06:14 main:574] : INFO : Epoch 1914 | loss: 0.0311487 | val_loss: 0.0311566 | Time: 1531.34 ms
[2021-12-02 21:06:15 main:574] : INFO : Epoch 1915 | loss: 0.0311484 | val_loss: 0.0311579 | Time: 1547.25 ms
[2021-12-02 21:06:17 main:574] : INFO : Epoch 1916 | loss: 0.0311476 | val_loss: 0.0311579 | Time: 1541.2 ms
[2021-12-02 21:06:18 main:574] : INFO : Epoch 1917 | loss: 0.0311464 | val_loss: 0.0311609 | Time: 1527.76 ms
[2021-12-02 21:06:20 main:574] : INFO : Epoch 1918 | loss: 0.0311459 | val_loss: 0.0311551 | Time: 1557.91 ms
[2021-12-02 21:06:21 main:574] : INFO : Epoch 1919 | loss: 0.0311451 | val_loss: 0.0311554 | Time: 1513.58 ms
[2021-12-02 21:06:23 main:574] : INFO : Epoch 1920 | loss: 0.0311432 | val_loss: 0.0311572 | Time: 1523.9 ms
[2021-12-02 21:06:24 main:574] : INFO : Epoch 1921 | loss: 0.0311437 | val_loss: 0.0311549 | Time: 1532.84 ms
[2021-12-02 21:06:26 main:574] : INFO : Epoch 1922 | loss: 0.0311433 | val_loss: 0.0311565 | Time: 1554.76 ms
[2021-12-02 21:06:27 main:574] : INFO : Epoch 1923 | loss: 0.0311434 | val_loss: 0.0311544 | Time: 1519.35 ms
[2021-12-02 21:06:29 main:574] : INFO : Epoch 1924 | loss: 0.0311443 | val_loss: 0.0311526 | Time: 1521.29 ms
[2021-12-02 21:06:31 main:574] : INFO : Epoch 1925 | loss: 0.0311434 | val_loss: 0.031151 | Time: 1527.06 ms
[2021-12-02 21:06:32 main:574] : INFO : Epoch 1926 | loss: 0.0311427 | val_loss: 0.0311522 | Time: 1522.53 ms
[2021-12-02 21:06:34 main:574] : INFO : Epoch 1927 | loss: 0.0311417 | val_loss: 0.0311524 | Time: 1532.76 ms
[2021-12-02 21:06:35 main:574] : INFO : Epoch 1928 | loss: 0.031142 | val_loss: 0.0311508 | Time: 1540.67 ms
[2021-12-02 21:06:37 main:574] : INFO : Epoch 1929 | loss: 0.0311412 | val_loss: 0.0311507 | Time: 1533.01 ms
[2021-12-02 21:06:38 main:574] : INFO : Epoch 1930 | loss: 0.0311414 | val_loss: 0.0311518 | Time: 1519.85 ms
[2021-12-02 21:06:40 main:574] : INFO : Epoch 1931 | loss: 0.0311411 | val_loss: 0.0311531 | Time: 1534.62 ms
[2021-12-02 21:06:41 main:574] : INFO : Epoch 1932 | loss: 0.0311416 | val_loss: 0.031153 | Time: 1549.09 ms
[2021-12-02 21:06:43 main:574] : INFO : Epoch 1933 | loss: 0.0311396 | val_loss: 0.0311537 | Time: 1529.81 ms
[2021-12-02 21:06:44 main:574] : INFO : Epoch 1934 | loss: 0.0311391 | val_loss: 0.0311541 | Time: 1546.98 ms
[2021-12-02 21:06:46 main:574] : INFO : Epoch 1935 | loss: 0.0311432 | val_loss: 0.031154 | Time: 1539.14 ms
[2021-12-02 21:06:47 main:574] : INFO : Epoch 1936 | loss: 0.0311436 | val_loss: 0.0311502 | Time: 1538.86 ms
[2021-12-02 21:06:49 main:574] : INFO : Epoch 1937 | loss: 0.0311413 | val_loss: 0.0311502 | Time: 1533.81 ms
[2021-12-02 21:06:51 main:574] : INFO : Epoch 1938 | loss: 0.0311416 | val_loss: 0.0311508 | Time: 1528.63 ms
[2021-12-02 21:06:52 main:574] : INFO : Epoch 1939 | loss: 0.0311401 | val_loss: 0.0311502 | Time: 1502.66 ms
[2021-12-02 21:06:54 main:574] : INFO : Epoch 1940 | loss: 0.0311399 | val_loss: 0.0311528 | Time: 1520.68 ms
[2021-12-02 21:06:55 main:574] : INFO : Epoch 1941 | loss: 0.0311409 | val_loss: 0.0311501 | Time: 1574.58 ms
[2021-12-02 21:06:57 main:574] : INFO : Epoch 1942 | loss: 0.0311391 | val_loss: 0.0311506 | Time: 1538.72 ms
[2021-12-02 21:06:58 main:574] : INFO : Epoch 1943 | loss: 0.0311396 | val_loss: 0.0311506 | Time: 1519.71 ms
[2021-12-02 21:07:00 main:574] : INFO : Epoch 1944 | loss: 0.0311402 | val_loss: 0.0311514 | Time: 1563.14 ms
[2021-12-02 21:07:01 main:574] : INFO : Epoch 1945 | loss: 0.0311398 | val_loss: 0.0311522 | Time: 1565.92 ms
[2021-12-02 21:07:03 main:574] : INFO : Epoch 1946 | loss: 0.0311397 | val_loss: 0.0311497 | Time: 1532.42 ms
[2021-12-02 21:07:04 main:574] : INFO : Epoch 1947 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 1518.06 ms
[2021-12-02 21:07:06 main:574] : INFO : Epoch 1948 | loss: 0.0311405 | val_loss: 0.0311509 | Time: 1520.95 ms
[2021-12-02 21:07:08 main:574] : INFO : Epoch 1949 | loss: 0.0311387 | val_loss: 0.0311501 | Time: 1547.95 ms
[2021-12-02 21:07:09 main:574] : INFO : Epoch 1950 | loss: 0.0311383 | val_loss: 0.0311543 | Time: 1574.93 ms
[2021-12-02 21:07:11 main:574] : INFO : Epoch 1951 | loss: 0.031139 | val_loss: 0.0311508 | Time: 1557.68 ms
[2021-12-02 21:07:12 main:574] : INFO : Epoch 1952 | loss: 0.0311408 | val_loss: 0.0311499 | Time: 1538.39 ms
[2021-12-02 21:07:14 main:574] : INFO : Epoch 1953 | loss: 0.0311406 | val_loss: 0.0311573 | Time: 1562.31 ms
[2021-12-02 21:07:15 main:574] : INFO : Epoch 1954 | loss: 0.0311464 | val_loss: 0.0311549 | Time: 1528.85 ms
[2021-12-02 21:07:17 main:574] : INFO : Epoch 1955 | loss: 0.0311433 | val_loss: 0.0311539 | Time: 1525.27 ms
[2021-12-02 21:07:18 main:574] : INFO : Epoch 1956 | loss: 0.031143 | val_loss: 0.0311522 | Time: 1518.24 ms
[2021-12-02 21:07:20 main:574] : INFO : Epoch 1957 | loss: 0.031141 | val_loss: 0.0311508 | Time: 1515.05 ms
[2021-12-02 21:07:21 main:574] : INFO : Epoch 1958 | loss: 0.0311397 | val_loss: 0.0311503 | Time: 1522.61 ms
[2021-12-02 21:07:23 main:574] : INFO : Epoch 1959 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 1565.29 ms
[2021-12-02 21:07:25 main:574] : INFO : Epoch 1960 | loss: 0.0311432 | val_loss: 0.0311532 | Time: 1569.76 ms
[2021-12-02 21:07:26 main:574] : INFO : Epoch 1961 | loss: 0.031145 | val_loss: 0.0311532 | Time: 1536.56 ms
[2021-12-02 21:07:28 main:574] : INFO : Epoch 1962 | loss: 0.031142 | val_loss: 0.0311514 | Time: 1504.8 ms
[2021-12-02 21:07:29 main:574] : INFO : Epoch 1963 | loss: 0.0311414 | val_loss: 0.031153 | Time: 1557.7 ms
[2021-12-02 21:07:31 main:574] : INFO : Epoch 1964 | loss: 0.0311402 | val_loss: 0.0311516 | Time: 1538.76 ms
[2021-12-02 21:07:32 main:574] : INFO : Epoch 1965 | loss: 0.0311394 | val_loss: 0.0311509 | Time: 1543.28 ms
[2021-12-02 21:07:34 main:574] : INFO : Epoch 1966 | loss: 0.0311384 | val_loss: 0.0311492 | Time: 1550.17 ms
[2021-12-02 21:07:35 main:574] : INFO : Epoch 1967 | loss: 0.0311393 | val_loss: 0.0311509 | Time: 1526.13 ms
[2021-12-02 21:07:37 main:574] : INFO : Epoch 1968 | loss: 0.031138 | val_loss: 0.0311511 | Time: 1511.44 ms
[2021-12-02 21:07:38 main:574] : INFO : Epoch 1969 | loss: 0.0311368 | val_loss: 0.0311501 | Time: 1524.82 ms
[2021-12-02 21:07:40 main:574] : INFO : Epoch 1970 | loss: 0.0311412 | val_loss: 0.031151 | Time: 1530.28 ms
[2021-12-02 21:07:41 main:574] : INFO : Epoch 1971 | loss: 0.0311399 | val_loss: 0.0311495 | Time: 1501.1 ms
[2021-12-02 21:07:43 main:574] : INFO : Epoch 1972 | loss: 0.0311379 | val_loss: 0.0311486 | Time: 1560.22 ms
[2021-12-02 21:07:45 main:574] : INFO : Epoch 1973 | loss: 0.0311376 | val_loss: 0.0311511 | Time: 1531.93 ms
[2021-12-02 21:07:46 main:574] : INFO : Epoch 1974 | loss: 0.0311386 | val_loss: 0.0311505 | Time: 1530.54 ms
[2021-12-02 21:07:48 main:574] : INFO : Epoch 1975 | loss: 0.0311413 | val_loss: 0.03115 | Time: 1538.49 ms
[2021-12-02 21:07:49 main:574] : INFO : Epoch 1976 | loss: 0.0311392 | val_loss: 0.0311541 | Time: 1538.88 ms
[2021-12-02 21:07:51 main:574] : INFO : Epoch 1977 | loss: 0.0311387 | val_loss: 0.0311499 | Time: 1541.17 ms
[2021-12-02 21:07:52 main:574] : INFO : Epoch 1978 | loss: 0.0311388 | val_loss: 0.0311543 | Time: 1526.35 ms
[2021-12-02 21:07:54 main:574] : INFO : Epoch 1979 | loss: 0.0311435 | val_loss: 0.0311506 | Time: 1524.81 ms
[2021-12-02 21:07:55 main:574] : INFO : Epoch 1980 | loss: 0.0311449 | val_loss: 0.031154 | Time: 1507.62 ms
[2021-12-02 21:07:57 main:574] : INFO : Epoch 1981 | loss: 0.0311472 | val_loss: 0.0311541 | Time: 1513.33 ms
[2021-12-02 21:07:58 main:574] : INFO : Epoch 1982 | loss: 0.0311456 | val_loss: 0.0311551 | Time: 1527.12 ms
[2021-12-02 21:08:00 main:574] : INFO : Epoch 1983 | loss: 0.0311461 | val_loss: 0.0311531 | Time: 1527.81 ms
[2021-12-02 21:08:01 main:574] : INFO : Epoch 1984 | loss: 0.0311456 | val_loss: 0.0311506 | Time: 1532.03 ms
[2021-12-02 21:08:03 main:574] : INFO : Epoch 1985 | loss: 0.0311428 | val_loss: 0.0311525 | Time: 1539.88 ms
[2021-12-02 21:08:05 main:574] : INFO : Epoch 1986 | loss: 0.0311433 | val_loss: 0.0311486 | Time: 1557.4 ms
[2021-12-02 21:08:06 main:574] : INFO : Epoch 1987 | loss: 0.031143 | val_loss: 0.0311483 | Time: 1532.6 ms
[2021-12-02 21:08:08 main:574] : INFO : Epoch 1988 | loss: 0.0311432 | val_loss: 0.031149 | Time: 1543.19 ms
[2021-12-02 21:08:09 main:574] : INFO : Epoch 1989 | loss: 0.0311424 | val_loss: 0.0311508 | Time: 1531.85 ms
[2021-12-02 21:08:11 main:574] : INFO : Epoch 1990 | loss: 0.0311406 | val_loss: 0.0311497 | Time: 1543.31 ms
[2021-12-02 21:08:12 main:574] : INFO : Epoch 1991 | loss: 0.0311427 | val_loss: 0.0311528 | Time: 1539.87 ms
[2021-12-02 21:08:14 main:574] : INFO : Epoch 1992 | loss: 0.031142 | val_loss: 0.0311536 | Time: 1532.48 ms
[2021-12-02 21:08:15 main:574] : INFO : Epoch 1993 | loss: 0.0311389 | val_loss: 0.031154 | Time: 1519.9 ms
[2021-12-02 21:08:17 main:574] : INFO : Epoch 1994 | loss: 0.0311393 | val_loss: 0.0311537 | Time: 1522.63 ms
[2021-12-02 21:08:18 main:574] : INFO : Epoch 1995 | loss: 0.0311382 | val_loss: 0.0311516 | Time: 1510.78 ms
[2021-12-02 21:08:20 main:574] : INFO : Epoch 1996 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 1529.83 ms
[2021-12-02 21:08:21 main:574] : INFO : Epoch 1997 | loss: 0.0311382 | val_loss: 0.0311526 | Time: 1541.62 ms
[2021-12-02 21:08:23 main:574] : INFO : Epoch 1998 | loss: 0.0311382 | val_loss: 0.0311518 | Time: 1520.47 ms
[2021-12-02 21:08:25 main:574] : INFO : Epoch 1999 | loss: 0.0311385 | val_loss: 0.0311508 | Time: 1519.49 ms
[2021-12-02 21:08:26 main:574] : INFO : Epoch 2000 | loss: 0.0311371 | val_loss: 0.0311486 | Time: 1515.31 ms
[2021-12-02 21:08:28 main:574] : INFO : Epoch 2001 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 1546.17 ms
[2021-12-02 21:08:29 main:574] : INFO : Epoch 2002 | loss: 0.0311383 | val_loss: 0.0311528 | Time: 1566.99 ms
[2021-12-02 21:08:31 main:574] : INFO : Epoch 2003 | loss: 0.031141 | val_loss: 0.031156 | Time: 1535.22 ms
[2021-12-02 21:08:32 main:574] : INFO : Epoch 2004 | loss: 0.0311382 | val_loss: 0.0311504 | Time: 1531.81 ms
[2021-12-02 21:08:34 main:574] : INFO : Epoch 2005 | loss: 0.0311363 | val_loss: 0.0311486 | Time: 1557.21 ms
[2021-12-02 21:08:35 main:574] : INFO : Epoch 2006 | loss: 0.0311358 | val_loss: 0.0311532 | Time: 1550.6 ms
[2021-12-02 21:08:37 main:574] : INFO : Epoch 2007 | loss: 0.0311361 | val_loss: 0.0311523 | Time: 1520.72 ms
[2021-12-02 21:08:38 main:574] : INFO : Epoch 2008 | loss: 0.0311377 | val_loss: 0.0311528 | Time: 1574.48 ms
[2021-12-02 21:08:40 main:574] : INFO : Epoch 2009 | loss: 0.0311382 | val_loss: 0.0311604 | Time: 1514.95 ms
[2021-12-02 21:08:42 main:574] : INFO : Epoch 2010 | loss: 0.0311391 | val_loss: 0.0311511 | Time: 1522.09 ms
[2021-12-02 21:08:43 main:574] : INFO : Epoch 2011 | loss: 0.0311387 | val_loss: 0.031153 | Time: 1514.94 ms
[2021-12-02 21:08:45 main:574] : INFO : Epoch 2012 | loss: 0.0311383 | val_loss: 0.0311583 | Time: 1526.66 ms
[2021-12-02 21:08:46 main:574] : INFO : Epoch 2013 | loss: 0.0311381 | val_loss: 0.0311545 | Time: 1541.72 ms
[2021-12-02 21:08:48 main:574] : INFO : Epoch 2014 | loss: 0.031137 | val_loss: 0.0311553 | Time: 1539.98 ms
[2021-12-02 21:08:49 main:574] : INFO : Epoch 2015 | loss: 0.031136 | val_loss: 0.0311515 | Time: 1545.08 ms
[2021-12-02 21:08:51 main:574] : INFO : Epoch 2016 | loss: 0.0311362 | val_loss: 0.0311523 | Time: 1526.56 ms
[2021-12-02 21:08:52 main:574] : INFO : Epoch 2017 | loss: 0.0311355 | val_loss: 0.0311529 | Time: 1550.4 ms
[2021-12-02 21:08:54 main:574] : INFO : Epoch 2018 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 1561.44 ms
[2021-12-02 21:08:55 main:574] : INFO : Epoch 2019 | loss: 0.0311354 | val_loss: 0.0311547 | Time: 1546.92 ms
[2021-12-02 21:08:57 main:574] : INFO : Epoch 2020 | loss: 0.0311413 | val_loss: 0.0311539 | Time: 1520.21 ms
[2021-12-02 21:08:59 main:574] : INFO : Epoch 2021 | loss: 0.0311403 | val_loss: 0.0311497 | Time: 1520.21 ms
[2021-12-02 21:09:00 main:574] : INFO : Epoch 2022 | loss: 0.03114 | val_loss: 0.0311508 | Time: 1513.49 ms
[2021-12-02 21:09:02 main:574] : INFO : Epoch 2023 | loss: 0.0311391 | val_loss: 0.0311547 | Time: 1509.8 ms
[2021-12-02 21:09:03 main:574] : INFO : Epoch 2024 | loss: 0.0311374 | val_loss: 0.0311499 | Time: 1514.27 ms
[2021-12-02 21:09:05 main:574] : INFO : Epoch 2025 | loss: 0.0311365 | val_loss: 0.0311567 | Time: 1557.7 ms
[2021-12-02 21:09:06 main:574] : INFO : Epoch 2026 | loss: 0.0311394 | val_loss: 0.0311579 | Time: 1532.9 ms
[2021-12-02 21:09:08 main:574] : INFO : Epoch 2027 | loss: 0.03114 | val_loss: 0.0311526 | Time: 1523.3 ms
[2021-12-02 21:09:09 main:574] : INFO : Epoch 2028 | loss: 0.0311372 | val_loss: 0.0311495 | Time: 1552.3 ms
[2021-12-02 21:09:11 main:574] : INFO : Epoch 2029 | loss: 0.0311374 | val_loss: 0.0311516 | Time: 1538.99 ms
[2021-12-02 21:09:12 main:574] : INFO : Epoch 2030 | loss: 0.031137 | val_loss: 0.0311552 | Time: 1565.77 ms
[2021-12-02 21:09:14 main:574] : INFO : Epoch 2031 | loss: 0.0311376 | val_loss: 0.0311511 | Time: 1521.05 ms
[2021-12-02 21:09:15 main:574] : INFO : Epoch 2032 | loss: 0.0311366 | val_loss: 0.0311552 | Time: 1533.64 ms
[2021-12-02 21:09:17 main:574] : INFO : Epoch 2033 | loss: 0.0311357 | val_loss: 0.0311524 | Time: 1534.6 ms
[2021-12-02 21:09:19 main:574] : INFO : Epoch 2034 | loss: 0.0311355 | val_loss: 0.0311525 | Time: 1529.44 ms
[2021-12-02 21:09:20 main:574] : INFO : Epoch 2035 | loss: 0.0311348 | val_loss: 0.0311496 | Time: 1525.02 ms
[2021-12-02 21:09:22 main:574] : INFO : Epoch 2036 | loss: 0.0311332 | val_loss: 0.0311499 | Time: 1527.95 ms
[2021-12-02 21:09:23 main:574] : INFO : Epoch 2037 | loss: 0.0311336 | val_loss: 0.0311506 | Time: 1542.39 ms
[2021-12-02 21:09:25 main:574] : INFO : Epoch 2038 | loss: 0.0311349 | val_loss: 0.03115 | Time: 1523 ms
[2021-12-02 21:09:26 main:574] : INFO : Epoch 2039 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 1544.94 ms
[2021-12-02 21:09:28 main:574] : INFO : Epoch 2040 | loss: 0.0311346 | val_loss: 0.0311525 | Time: 1516.51 ms
[2021-12-02 21:09:29 main:574] : INFO : Epoch 2041 | loss: 0.0311363 | val_loss: 0.0311531 | Time: 1538.44 ms
[2021-12-02 21:09:31 main:574] : INFO : Epoch 2042 | loss: 0.031134 | val_loss: 0.031153 | Time: 1562.55 ms
[2021-12-02 21:09:32 main:574] : INFO : Epoch 2043 | loss: 0.0311327 | val_loss: 0.0311509 | Time: 1552.35 ms
[2021-12-02 21:09:34 main:574] : INFO : Epoch 2044 | loss: 0.0311314 | val_loss: 0.0311548 | Time: 1542.01 ms
[2021-12-02 21:09:36 main:574] : INFO : Epoch 2045 | loss: 0.0311329 | val_loss: 0.0311536 | Time: 1586.63 ms
[2021-12-02 21:09:37 main:574] : INFO : Epoch 2046 | loss: 0.0311309 | val_loss: 0.0311549 | Time: 1501.49 ms
[2021-12-02 21:09:39 main:574] : INFO : Epoch 2047 | loss: 0.0311321 | val_loss: 0.0311569 | Time: 1533.64 ms
[2021-12-02 21:09:40 main:574] : INFO : Epoch 2048 | loss: 0.0311362 | val_loss: 0.0311544 | Time: 1541.56 ms
[2021-12-02 21:09:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311544
[2021-12-02 21:09:40 main:603] : INFO : Saving end state to config to file
[2021-12-02 21:09:40 main:608] : INFO : Success, exiting..
21:09:40 (29488): 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)