Task 14535785
| Name | ParityModified-1647046311-26191-2-0_2 |
| Workunit | 10752324 |
| Created | 7 Apr 2022, 5:41:21 UTC |
| Sent | 7 Apr 2022, 6:55:48 UTC |
| Report deadline | 15 Apr 2022, 6:55:48 UTC |
| Received | 7 Apr 2022, 23:05:49 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min 1 sec |
| CPU time | 1 hours 10 min 42 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -07 17:48:03 main:574] : INFO : Epoch 1542 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 2078.99 ms [2022-04-07 17:48:05 main:574] : INFO : Epoch 1543 | loss: 0.0311708 | val_loss: 0.0311858 | Time: 2032.51 ms [2022-04-07 17:48:07 main:574] : INFO : Epoch 1544 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2003.09 ms [2022-04-07 17:48:09 main:574] : INFO : Epoch 1545 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 2104.86 ms [2022-04-07 17:48:11 main:574] : INFO : Epoch 1546 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 2026.1 ms [2022-04-07 17:48:13 main:574] : INFO : Epoch 1547 | loss: 0.0311709 | val_loss: 0.03118 | Time: 2058.48 ms [2022-04-07 17:48:15 main:574] : INFO : Epoch 1548 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 2044.61 ms [2022-04-07 17:48:17 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 2088.11 ms [2022-04-07 17:48:19 main:574] : INFO : Epoch 1550 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 2052.61 ms [2022-04-07 17:48:21 main:574] : INFO : Epoch 1551 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 2072.6 ms [2022-04-07 17:48:23 main:574] : INFO : Epoch 1552 | loss: 0.031169 | val_loss: 0.0311782 | Time: 2073 ms [2022-04-07 17:48:25 main:574] : INFO : Epoch 1553 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 2080.37 ms [2022-04-07 17:48:27 main:574] : INFO : Epoch 1554 | loss: 0.031172 | val_loss: 0.0311797 | Time: 2026.21 ms [2022-04-07 17:48:29 main:574] : INFO : Epoch 1555 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 2119.52 ms [2022-04-07 17:48:31 main:574] : INFO : Epoch 1556 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 2115.51 ms [2022-04-07 17:48:34 main:574] : INFO : Epoch 1557 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 2065.9 ms [2022-04-07 17:48:36 main:574] : INFO : Epoch 1558 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 2081.06 ms [2022-04-07 17:48:38 main:574] : INFO : Epoch 1559 | loss: 0.0311711 | val_loss: 0.031178 | Time: 2049.58 ms [2022-04-07 17:48:40 main:574] : INFO : Epoch 1560 | loss: 0.0311732 | val_loss: 0.0311874 | Time: 2098.35 ms [2022-04-07 17:48:42 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 2066.83 ms [2022-04-07 17:48:44 main:574] : INFO : Epoch 1562 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 2105.55 ms [2022-04-07 17:48:46 main:574] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 2108.67 ms [2022-04-07 17:48:48 main:574] : INFO : Epoch 1564 | loss: 0.0311688 | val_loss: 0.0311785 | Time: 2097.03 ms [2022-04-07 17:48:50 main:574] : INFO : Epoch 1565 | loss: 0.0311672 | val_loss: 0.0311788 | Time: 2087.77 ms [2022-04-07 17:48:52 main:574] : INFO : Epoch 1566 | loss: 0.0311696 | val_loss: 0.031185 | Time: 2118.26 ms [2022-04-07 17:48:54 main:574] : INFO : Epoch 1567 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 2008.18 ms [2022-04-07 17:48:57 main:574] : INFO : Epoch 1568 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 2104.1 ms [2022-04-07 17:48:59 main:574] : INFO : Epoch 1569 | loss: 0.031167 | val_loss: 0.0311795 | Time: 2058.22 ms [2022-04-07 17:49:01 main:574] : INFO : Epoch 1570 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 2032.24 ms [2022-04-07 17:49:03 main:574] : INFO : Epoch 1571 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 2126.76 ms [2022-04-07 17:49:05 main:574] : INFO : Epoch 1572 | loss: 0.0311673 | val_loss: 0.0311786 | Time: 2057.21 ms [2022-04-07 17:49:07 main:574] : INFO : Epoch 1573 | loss: 0.0311665 | val_loss: 0.0311813 | Time: 2163.16 ms [2022-04-07 17:49:09 main:574] : INFO : Epoch 1574 | loss: 0.0311678 | val_loss: 0.0311797 | Time: 2155.91 ms [2022-04-07 17:49:11 main:574] : INFO : Epoch 1575 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 2075.93 ms [2022-04-07 17:49:13 main:574] : INFO : Epoch 1576 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 2045.23 ms [2022-04-07 17:49:15 main:574] : INFO : Epoch 1577 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 2051.8 ms [2022-04-07 17:49:17 main:574] : INFO : Epoch 1578 | loss: 0.031167 | val_loss: 0.0311823 | Time: 2082.7 ms [2022-04-07 17:49:19 main:574] : INFO : Epoch 1579 | loss: 0.031167 | val_loss: 0.0311798 | Time: 2017.41 ms [2022-04-07 17:49:21 main:574] : INFO : Epoch 1580 | loss: 0.0311684 | val_loss: 0.0311817 | Time: 2021.53 ms [2022-04-07 17:49:24 main:574] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.0311814 | Time: 2064.56 ms [2022-04-07 17:49:26 main:574] : INFO : Epoch 1582 | loss: 0.0311662 | val_loss: 0.0311803 | Time: 2049.81 ms [2022-04-07 17:49:28 main:574] : INFO : Epoch 1583 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 2097.56 ms [2022-04-07 17:49:30 main:574] : INFO : Epoch 1584 | loss: 0.0311669 | val_loss: 0.03118 | Time: 2128.66 ms [2022-04-07 17:49:32 main:574] : INFO : Epoch 1585 | loss: 0.0311648 | val_loss: 0.0311804 | Time: 2103.68 ms [2022-04-07 17:49:34 main:574] : INFO : Epoch 1586 | loss: 0.0311677 | val_loss: 0.0311819 | Time: 2090.75 ms [2022-04-07 17:49:36 main:574] : INFO : Epoch 1587 | loss: 0.0311664 | val_loss: 0.03118 | Time: 2067.79 ms [2022-04-07 17:49:38 main:574] : INFO : Epoch 1588 | loss: 0.0311639 | val_loss: 0.031183 | Time: 2047.29 ms [2022-04-07 17:49:40 main:574] : INFO : Epoch 1589 | loss: 0.0311647 | val_loss: 0.0311832 | Time: 2057.5 ms [2022-04-07 17:49:42 main:574] : INFO : Epoch 1590 | loss: 0.0311653 | val_loss: 0.0311829 | Time: 2084.49 ms [2022-04-07 17:49:44 main:574] : INFO : Epoch 1591 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 2041.41 ms [2022-04-07 17:49:46 main:574] : INFO : Epoch 1592 | loss: 0.031168 | val_loss: 0.0311779 | Time: 2068.44 ms [2022-04-07 17:49:48 main:574] : INFO : Epoch 1593 | loss: 0.0311655 | val_loss: 0.031188 | Time: 2054.63 ms [2022-04-07 17:49:51 main:574] : INFO : Epoch 1594 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 2010.22 ms [2022-04-07 17:49:53 main:574] : INFO : Epoch 1595 | loss: 0.0311647 | val_loss: 0.0311795 | Time: 2075.31 ms [2022-04-07 17:49:55 main:574] : INFO : Epoch 1596 | loss: 0.0311644 | val_loss: 0.0311804 | Time: 2009.29 ms [2022-04-07 17:49:57 main:574] : INFO : Epoch 1597 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 2018.61 ms [2022-04-07 17:49:59 main:574] : INFO : Epoch 1598 | loss: 0.0311679 | val_loss: 0.0311801 | Time: 2029.32 ms [2022-04-07 17:50:01 main:574] : INFO : Epoch 1599 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 2082.43 ms [2022-04-07 17:50:03 main:574] : INFO : Epoch 1600 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2062.35 ms [2022-04-07 17:50:05 main:574] : INFO : Epoch 1601 | loss: 0.031169 | val_loss: 0.0311816 | Time: 2006.05 ms [2022-04-07 17:50:07 main:574] : INFO : Epoch 1602 | loss: 0.0311684 | val_loss: 0.0311802 | Time: 2010.01 ms [2022-04-07 17:50:09 main:574] : INFO : Epoch 1603 | loss: 0.0311691 | val_loss: 0.0311809 | Time: 2056.42 ms [2022-04-07 17:50:11 main:574] : INFO : Epoch 1604 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2049.7 ms [2022-04-07 17:50:13 main:574] : INFO : Epoch 1605 | loss: 0.0311662 | val_loss: 0.0311822 | Time: 2043.11 ms [2022-04-07 17:50:15 main:574] : INFO : Epoch 1606 | loss: 0.0311656 | val_loss: 0.0311771 | Time: 2070.99 ms [2022-04-07 17:50:17 main:574] : INFO : Epoch 1607 | loss: 0.0311684 | val_loss: 0.031178 | Time: 2059.96 ms [2022-04-07 17:50:19 main:574] : INFO : Epoch 1608 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 2102.7 ms [2022-04-07 17:50:21 main:574] : INFO : Epoch 1609 | loss: 0.0311694 | val_loss: 0.0311831 | Time: 2177.69 ms [2022-04-07 17:50:23 main:574] : INFO : Epoch 1610 | loss: 0.0311693 | val_loss: 0.0311844 | Time: 2054.75 ms [2022-04-07 17:50:26 main:574] : INFO : Epoch 1611 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 2077.79 ms [2022-04-07 17:50:28 main:574] : INFO : Epoch 1612 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 2070.17 ms [2022-04-07 17:50:30 main:574] : INFO : Epoch 1613 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 2061.2 ms [2022-04-07 17:50:32 main:574] : INFO : Epoch 1614 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 2101.49 ms [2022-04-07 17:50:34 main:574] : INFO : Epoch 1615 | loss: 0.0311653 | val_loss: 0.0311763 | Time: 2011.26 ms [2022-04-07 17:50:36 main:574] : INFO : Epoch 1616 | loss: 0.0311643 | val_loss: 0.031177 | Time: 2020.37 ms [2022-04-07 17:50:38 main:574] : INFO : Epoch 1617 | loss: 0.0311642 | val_loss: 0.031179 | Time: 2075.22 ms [2022-04-07 17:50:40 main:574] : INFO : Epoch 1618 | loss: 0.0311639 | val_loss: 0.0311769 | Time: 2117.34 ms [2022-04-07 17:50:42 main:574] : INFO : Epoch 1619 | loss: 0.0311625 | val_loss: 0.0311784 | Time: 2190.4 ms [2022-04-07 17:50:44 main:574] : INFO : Epoch 1620 | loss: 0.031165 | val_loss: 0.0311782 | Time: 2113.32 ms [2022-04-07 17:50:46 main:574] : INFO : Epoch 1621 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 2095.51 ms [2022-04-07 17:50:49 main:574] : INFO : Epoch 1622 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 2057.3 ms [2022-04-07 17:50:51 main:574] : INFO : Epoch 1623 | loss: 0.031162 | val_loss: 0.0311769 | Time: 2285.04 ms [2022-04-07 17:50:53 main:574] : INFO : Epoch 1624 | loss: 0.0311643 | val_loss: 0.031176 | Time: 2048.82 ms [2022-04-07 17:50:55 main:574] : INFO : Epoch 1625 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 2064.99 ms [2022-04-07 17:50:57 main:574] : INFO : Epoch 1626 | loss: 0.031164 | val_loss: 0.0311767 | Time: 2034.04 ms [2022-04-07 17:50:59 main:574] : INFO : Epoch 1627 | loss: 0.0311634 | val_loss: 0.0311786 | Time: 2050.17 ms [2022-04-07 17:51:01 main:574] : INFO : Epoch 1628 | loss: 0.0311624 | val_loss: 0.0311766 | Time: 2099.78 ms [2022-04-07 17:51:03 main:574] : INFO : Epoch 1629 | loss: 0.0311613 | val_loss: 0.0311772 | Time: 2136.93 ms [2022-04-07 17:51:05 main:574] : INFO : Epoch 1630 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 2069.16 ms [2022-04-07 17:51:07 main:574] : INFO : Epoch 1631 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 2072.02 ms [2022-04-07 17:51:10 main:574] : INFO : Epoch 1632 | loss: 0.0311635 | val_loss: 0.0311762 | Time: 2081.68 ms [2022-04-07 17:51:12 main:574] : INFO : Epoch 1633 | loss: 0.0311632 | val_loss: 0.0311845 | Time: 2053.93 ms [2022-04-07 17:51:14 main:574] : INFO : Epoch 1634 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 2059.05 ms [2022-04-07 17:51:16 main:574] : INFO : Epoch 1635 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 2073.49 ms [2022-04-07 17:51:18 main:574] : INFO : Epoch 1636 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 1977.29 ms [2022-04-07 17:51:20 main:574] : INFO : Epoch 1637 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 2044.28 ms [2022-04-07 17:51:22 main:574] : INFO : Epoch 1638 | loss: 0.031166 | val_loss: 0.0311774 | Time: 2083.82 ms [2022-04-07 17:51:24 main:574] : INFO : Epoch 1639 | loss: 0.0311641 | val_loss: 0.031175 | Time: 2113.67 ms [2022-04-07 17:51:26 main:574] : INFO : Epoch 1640 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 2019.5 ms [2022-04-07 17:51:28 main:574] : INFO : Epoch 1641 | loss: 0.0311631 | val_loss: 0.0311784 | Time: 2075.23 ms [2022-04-07 17:51:30 main:574] : INFO : Epoch 1642 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 2053.88 ms [2022-04-07 17:51:32 main:574] : INFO : Epoch 1643 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 2080.09 ms [2022-04-07 17:51:34 main:574] : INFO : Epoch 1644 | loss: 0.0311626 | val_loss: 0.0311771 | Time: 2046.88 ms [2022-04-07 17:51:36 main:574] : INFO : Epoch 1645 | loss: 0.0311638 | val_loss: 0.0311784 | Time: 2049.66 ms [2022-04-07 17:51:38 main:574] : INFO : Epoch 1646 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 2016.46 ms [2022-04-07 17:51:40 main:574] : INFO : Epoch 1647 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2078.57 ms [2022-04-07 17:51:42 main:574] : INFO : Epoch 1648 | loss: 0.0311629 | val_loss: 0.0311804 | Time: 2039.47 ms [2022-04-07 17:51:45 main:574] : INFO : Epoch 1649 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 2041.79 ms [2022-04-07 17:51:47 main:574] : INFO : Epoch 1650 | loss: 0.0311618 | val_loss: 0.0311796 | Time: 2041.41 ms [2022-04-07 17:51:49 main:574] : INFO : Epoch 1651 | loss: 0.0311633 | val_loss: 0.0311783 | Time: 2016.06 ms [2022-04-07 17:51:51 main:574] : INFO : Epoch 1652 | loss: 0.031162 | val_loss: 0.0311783 | Time: 2066.03 ms [2022-04-07 17:51:53 main:574] : INFO : Epoch 1653 | loss: 0.031162 | val_loss: 0.031176 | Time: 2062.32 ms [2022-04-07 17:51:55 main:574] : INFO : Epoch 1654 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 2031.2 ms [2022-04-07 17:51:57 main:574] : INFO : Epoch 1655 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 2009.4 ms [2022-04-07 17:51:59 main:574] : INFO : Epoch 1656 | loss: 0.0311612 | val_loss: 0.031176 | Time: 2074.8 ms [2022-04-07 17:52:01 main:574] : INFO : Epoch 1657 | loss: 0.0311605 | val_loss: 0.0311806 | Time: 2055.85 ms [2022-04-07 17:52:03 main:574] : INFO : Epoch 1658 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 2021.1 ms [2022-04-07 17:52:05 main:574] : INFO : Epoch 1659 | loss: 0.0311622 | val_loss: 0.0311828 | Time: 2072.27 ms [2022-04-07 17:52:07 main:574] : INFO : Epoch 1660 | loss: 0.0311628 | val_loss: 0.031176 | Time: 2080.64 ms [2022-04-07 17:52:09 main:574] : INFO : Epoch 1661 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 2038.56 ms [2022-04-07 17:52:11 main:574] : INFO : Epoch 1662 | loss: 0.0311619 | val_loss: 0.0311758 | Time: 2074.59 ms [2022-04-07 17:52:13 main:574] : INFO : Epoch 1663 | loss: 0.0311622 | val_loss: 0.031178 | Time: 2111.94 ms [2022-04-07 17:52:15 main:574] : INFO : Epoch 1664 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 2051.94 ms [2022-04-07 17:52:18 main:574] : INFO : Epoch 1665 | loss: 0.0311605 | val_loss: 0.0311784 | Time: 2145.28 ms [2022-04-07 17:52:20 main:574] : INFO : Epoch 1666 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 2070.79 ms [2022-04-07 17:52:22 main:574] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311784 | Time: 2079.08 ms [2022-04-07 17:52:24 main:574] : INFO : Epoch 1668 | loss: 0.0311592 | val_loss: 0.0311776 | Time: 2020.81 ms [2022-04-07 17:52:26 main:574] : INFO : Epoch 1669 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 2167.66 ms [2022-04-07 17:52:28 main:574] : INFO : Epoch 1670 | loss: 0.0311607 | val_loss: 0.0311756 | Time: 2065.01 ms [2022-04-07 17:52:30 main:574] : INFO : Epoch 1671 | loss: 0.0311606 | val_loss: 0.0311781 | Time: 2053.49 ms [2022-04-07 17:52:32 main:574] : INFO : Epoch 1672 | loss: 0.0311608 | val_loss: 0.0311786 | Time: 2053.65 ms [2022-04-07 17:52:34 main:574] : INFO : Epoch 1673 | loss: 0.0311593 | val_loss: 0.031173 | Time: 1979.98 ms [2022-04-07 17:52:36 main:574] : INFO : Epoch 1674 | loss: 0.031158 | val_loss: 0.0311763 | Time: 2053.04 ms [2022-04-07 17:52:38 main:574] : INFO : Epoch 1675 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 2061.83 ms [2022-04-07 17:52:40 main:574] : INFO : Epoch 1676 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 2056.98 ms [2022-04-07 17:52:42 main:574] : INFO : Epoch 1677 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 2071.98 ms [2022-04-07 17:52:44 main:574] : INFO : Epoch 1678 | loss: 0.0311603 | val_loss: 0.0311763 | Time: 2136.91 ms [2022-04-07 17:52:46 main:574] : INFO : Epoch 1679 | loss: 0.0311587 | val_loss: 0.0311748 | Time: 2011.15 ms [2022-04-07 17:52:49 main:574] : INFO : Epoch 1680 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 2089.7 ms [2022-04-07 17:52:51 main:574] : INFO : Epoch 1681 | loss: 0.0311591 | val_loss: 0.0311792 | Time: 2102.07 ms [2022-04-07 17:52:53 main:574] : INFO : Epoch 1682 | loss: 0.031159 | val_loss: 0.0311751 | Time: 2061.43 ms [2022-04-07 17:52:55 main:574] : INFO : Epoch 1683 | loss: 0.0311571 | val_loss: 0.0311779 | Time: 2060.1 ms [2022-04-07 17:52:57 main:574] : INFO : Epoch 1684 | loss: 0.0311586 | val_loss: 0.0311797 | Time: 2042.38 ms [2022-04-07 17:52:59 main:574] : INFO : Epoch 1685 | loss: 0.0311593 | val_loss: 0.0311774 | Time: 2009.32 ms [2022-04-07 17:53:01 main:574] : INFO : Epoch 1686 | loss: 0.0311597 | val_loss: 0.0311801 | Time: 2079.3 ms [2022-04-07 17:53:03 main:574] : INFO : Epoch 1687 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 2069.07 ms [2022-04-07 17:53:05 main:574] : INFO : Epoch 1688 | loss: 0.0311605 | val_loss: 0.0311784 | Time: 2069.73 ms [2022-04-07 17:53:07 main:574] : INFO : Epoch 1689 | loss: 0.0311582 | val_loss: 0.0311756 | Time: 2053.34 ms [2022-04-07 17:53:09 main:574] : INFO : Epoch 1690 | loss: 0.0311582 | val_loss: 0.0311774 | Time: 1974.37 ms [2022-04-07 17:53:11 main:574] : INFO : Epoch 1691 | loss: 0.0311642 | val_loss: 0.0311811 | Time: 2057.86 ms [2022-04-07 17:53:13 main:574] : INFO : Epoch 1692 | loss: 0.0311623 | val_loss: 0.0311842 | Time: 2031.49 ms [2022-04-07 17:53:15 main:574] : INFO : Epoch 1693 | loss: 0.0311584 | val_loss: 0.0311808 | Time: 2061.51 ms [2022-04-07 17:53:17 main:574] : INFO : Epoch 1694 | loss: 0.0311583 | val_loss: 0.0311783 | Time: 2122.92 ms [2022-04-07 17:53:19 main:574] : INFO : Epoch 1695 | loss: 0.0311559 | val_loss: 0.0311812 | Time: 2025.64 ms [2022-04-07 17:53:22 main:574] : INFO : Epoch 1696 | loss: 0.0311561 | val_loss: 0.0311779 | Time: 2057.59 ms [2022-04-07 17:53:24 main:574] : INFO : Epoch 1697 | loss: 0.0311616 | val_loss: 0.0311789 | Time: 2141.96 ms [2022-04-07 17:53:26 main:574] : INFO : Epoch 1698 | loss: 0.0311613 | val_loss: 0.0311776 | Time: 2152.78 ms [2022-04-07 17:53:28 main:574] : INFO : Epoch 1699 | loss: 0.0311582 | val_loss: 0.0311761 | Time: 2114.34 ms [2022-04-07 17:53:30 main:574] : INFO : Epoch 1700 | loss: 0.0311568 | val_loss: 0.0311787 | Time: 2090.64 ms [2022-04-07 17:53:32 main:574] : INFO : Epoch 1701 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 2183.63 ms [2022-04-07 17:53:34 main:574] : INFO : Epoch 1702 | loss: 0.0311646 | val_loss: 0.0311745 | Time: 2019.18 ms [2022-04-07 17:53:36 main:574] : INFO : Epoch 1703 | loss: 0.0311641 | val_loss: 0.0311767 | Time: 2021.76 ms [2022-04-07 17:53:38 main:574] : INFO : Epoch 1704 | loss: 0.031164 | val_loss: 0.031175 | Time: 2089.26 ms [2022-04-07 17:53:40 main:574] : INFO : Epoch 1705 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 2042.31 ms [2022-04-07 17:53:43 main:574] : INFO : Epoch 1706 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 2093.06 ms [2022-04-07 17:53:45 main:574] : INFO : Epoch 1707 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 1989.62 ms [2022-04-07 17:53:47 main:574] : INFO : Epoch 1708 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 2079.17 ms [2022-04-07 17:53:49 main:574] : INFO : Epoch 1709 | loss: 0.031165 | val_loss: 0.0311734 | Time: 2073.7 ms [2022-04-07 17:53:51 main:574] : INFO : Epoch 1710 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 2038.29 ms [2022-04-07 17:53:53 main:574] : INFO : Epoch 1711 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 2053.41 ms [2022-04-07 17:53:55 main:574] : INFO : Epoch 1712 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 2061.8 ms [2022-04-07 17:53:57 main:574] : INFO : Epoch 1713 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 2065.4 ms [2022-04-07 17:53:59 main:574] : INFO : Epoch 1714 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 2106.91 ms [2022-04-07 17:54:01 main:574] : INFO : Epoch 1715 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 2035.38 ms [2022-04-07 17:54:03 main:574] : INFO : Epoch 1716 | loss: 0.0311763 | val_loss: 0.031177 | Time: 2112.2 ms [2022-04-07 17:54:05 main:574] : INFO : Epoch 1717 | loss: 0.0311747 | val_loss: 0.031173 | Time: 2102.19 ms [2022-04-07 17:54:07 main:574] : INFO : Epoch 1718 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 2072.1 ms [2022-04-07 17:54:09 main:574] : INFO : Epoch 1719 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 2092.53 ms [2022-04-07 17:54:11 main:574] : INFO : Epoch 1720 | loss: 0.031169 | val_loss: 0.0311746 | Time: 2004.28 ms [2022-04-07 17:54:14 main:574] : INFO : Epoch 1721 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 2124.06 ms [2022-04-07 17:54:16 main:574] : INFO : Epoch 1722 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 2128.3 ms [2022-04-07 17:54:18 main:574] : INFO : Epoch 1723 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 2085.14 ms [2022-04-07 17:54:20 main:574] : INFO : Epoch 1724 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 2036.57 ms [2022-04-07 17:54:22 main:574] : INFO : Epoch 1725 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 2069.01 ms [2022-04-07 17:54:24 main:574] : INFO : Epoch 1726 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 2076.93 ms [2022-04-07 17:54:26 main:574] : INFO : Epoch 1727 | loss: 0.0311664 | val_loss: 0.031171 | Time: 2060.39 ms [2022-04-07 17:54:28 main:574] : INFO : Epoch 1728 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 2050.29 ms [2022-04-07 17:54:30 main:574] : INFO : Epoch 1729 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 2077.81 ms [2022-04-07 17:54:32 main:574] : INFO : Epoch 1730 | loss: 0.0311646 | val_loss: 0.0311689 | Time: 2003.8 ms [2022-04-07 17:54:34 main:574] : INFO : Epoch 1731 | loss: 0.0311647 | val_loss: 0.031174 | Time: 2102.51 ms [2022-04-07 17:54:36 main:574] : INFO : Epoch 1732 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 2016.66 ms [2022-04-07 17:54:38 main:574] : INFO : Epoch 1733 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 2013.39 ms [2022-04-07 17:54:40 main:574] : INFO : Epoch 1734 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 2118.48 ms [2022-04-07 17:54:43 main:574] : INFO : Epoch 1735 | loss: 0.0311661 | val_loss: 0.031183 | Time: 2041.86 ms [2022-04-07 17:54:45 main:574] : INFO : Epoch 1736 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 2027.74 ms [2022-04-07 17:54:47 main:574] : INFO : Epoch 1737 | loss: 0.031164 | val_loss: 0.0311707 | Time: 2014.92 ms [2022-04-07 17:54:49 main:574] : INFO : Epoch 1738 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 2023.85 ms [2022-04-07 17:54:51 main:574] : INFO : Epoch 1739 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 2073.99 ms [2022-04-07 17:54:53 main:574] : INFO : Epoch 1740 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2030.14 ms [2022-04-07 17:54:55 main:574] : INFO : Epoch 1741 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 2084.06 ms [2022-04-07 17:54:57 main:574] : INFO : Epoch 1742 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 2051.12 ms [2022-04-07 17:54:59 main:574] : INFO : Epoch 1743 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 2066.29 ms [2022-04-07 17:55:01 main:574] : INFO : Epoch 1744 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 2063.34 ms [2022-04-07 17:55:03 main:574] : INFO : Epoch 1745 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 2070.77 ms [2022-04-07 17:55:05 main:574] : INFO : Epoch 1746 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 2043.85 ms [2022-04-07 17:55:07 main:574] : INFO : Epoch 1747 | loss: 0.0311647 | val_loss: 0.0311715 | Time: 2092.46 ms [2022-04-07 17:55:09 main:574] : INFO : Epoch 1748 | loss: 0.0311632 | val_loss: 0.0311698 | Time: 2005.79 ms [2022-04-07 17:55:11 main:574] : INFO : Epoch 1749 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 2003.55 ms [2022-04-07 17:55:13 main:574] : INFO : Epoch 1750 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 2045.59 ms [2022-04-07 17:55:15 main:574] : INFO : Epoch 1751 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 2019.94 ms [2022-04-07 17:55:17 main:574] : INFO : Epoch 1752 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 2044.09 ms [2022-04-07 17:55:19 main:574] : INFO : Epoch 1753 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 2077.01 ms [2022-04-07 17:55:22 main:574] : INFO : Epoch 1754 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 2103.4 ms [2022-04-07 17:55:24 main:574] : INFO : Epoch 1755 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 2027.64 ms [2022-04-07 17:55:26 main:574] : INFO : Epoch 1756 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 1998.51 ms [2022-04-07 17:55:28 main:574] : INFO : Epoch 1757 | loss: 0.0311641 | val_loss: 0.0311777 | Time: 2020.25 ms [2022-04-07 17:55:30 main:574] : INFO : Epoch 1758 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 2062.91 ms [2022-04-07 17:55:32 main:574] : INFO : Epoch 1759 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2012.83 ms [2022-04-07 17:55:34 main:574] : INFO : Epoch 1760 | loss: 0.031177 | val_loss: 0.0311755 | Time: 2158.2 ms [2022-04-07 17:55:36 main:574] : INFO : Epoch 1761 | loss: 0.0311752 | val_loss: 0.0311747 | Time: 2011.71 ms [2022-04-07 17:55:38 main:574] : INFO : Epoch 1762 | loss: 0.0311746 | val_loss: 0.0311738 | Time: 2073.03 ms [2022-04-07 17:55:40 main:574] : INFO : Epoch 1763 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 2074.86 ms [2022-04-07 17:55:42 main:574] : INFO : Epoch 1764 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 2164.42 ms [2022-04-07 17:55:44 main:574] : INFO : Epoch 1765 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 2108.88 ms [2022-04-07 17:55:46 main:574] : INFO : Epoch 1766 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 2049.48 ms [2022-04-07 17:55:48 main:574] : INFO : Epoch 1767 | loss: 0.0311716 | val_loss: 0.0311739 | Time: 2105.8 ms [2022-04-07 17:55:51 main:574] : INFO : Epoch 1768 | loss: 0.031171 | val_loss: 0.0311797 | Time: 2153.64 ms [2022-04-07 17:55:53 main:574] : INFO : Epoch 1769 | loss: 0.031171 | val_loss: 0.0311724 | Time: 2117.38 ms [2022-04-07 17:55:55 main:574] : INFO : Epoch 1770 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 2068.48 ms [2022-04-07 17:55:57 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 2106.4 ms [2022-04-07 17:55:59 main:574] : INFO : Epoch 1772 | loss: 0.0311718 | val_loss: 0.0311745 | Time: 2059.4 ms [2022-04-07 17:56:01 main:574] : INFO : Epoch 1773 | loss: 0.0311724 | val_loss: 0.031172 | Time: 2071.09 ms [2022-04-07 17:56:03 main:574] : INFO : Epoch 1774 | loss: 0.0311707 | val_loss: 0.031173 | Time: 2011.42 ms [2022-04-07 17:56:05 main:574] : INFO : Epoch 1775 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 2040.4 ms [2022-04-07 17:56:07 main:574] : INFO : Epoch 1776 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 2092.15 ms [2022-04-07 17:56:09 main:574] : INFO : Epoch 1777 | loss: 0.0311676 | val_loss: 0.031173 | Time: 2057.99 ms [2022-04-07 17:56:11 main:574] : INFO : Epoch 1778 | loss: 0.031168 | val_loss: 0.031175 | Time: 2043.11 ms [2022-04-07 17:56:13 main:574] : INFO : Epoch 1779 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 2031.82 ms [2022-04-07 17:56:15 main:574] : INFO : Epoch 1780 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 2037.27 ms [2022-04-07 17:56:17 main:574] : INFO : Epoch 1781 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 2047.23 ms [2022-04-07 17:56:20 main:574] : INFO : Epoch 1782 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 2043.48 ms [2022-04-07 17:56:22 main:574] : INFO : Epoch 1783 | loss: 0.031167 | val_loss: 0.0311737 | Time: 2073.69 ms [2022-04-07 17:56:24 main:574] : INFO : Epoch 1784 | loss: 0.031167 | val_loss: 0.0311724 | Time: 2021.16 ms [2022-04-07 17:56:26 main:574] : INFO : Epoch 1785 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 2018.61 ms [2022-04-07 17:56:28 main:574] : INFO : Epoch 1786 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 2068.94 ms [2022-04-07 17:56:30 main:574] : INFO : Epoch 1787 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 2013.96 ms [2022-04-07 17:56:32 main:574] : INFO : Epoch 1788 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 2066.34 ms [2022-04-07 17:56:34 main:574] : INFO : Epoch 1789 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 2066.68 ms [2022-04-07 17:56:36 main:574] : INFO : Epoch 1790 | loss: 0.031165 | val_loss: 0.0311739 | Time: 2075.12 ms [2022-04-07 17:56:38 main:574] : INFO : Epoch 1791 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 2058.17 ms [2022-04-07 17:56:40 main:574] : INFO : Epoch 1792 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 2095.93 ms [2022-04-07 17:56:42 main:574] : INFO : Epoch 1793 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 2041.68 ms [2022-04-07 17:56:44 main:574] : INFO : Epoch 1794 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 2003.19 ms [2022-04-07 17:56:46 main:574] : INFO : Epoch 1795 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 2001.87 ms [2022-04-07 17:56:48 main:574] : INFO : Epoch 1796 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 2076.84 ms [2022-04-07 17:56:50 main:574] : INFO : Epoch 1797 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 2070.67 ms [2022-04-07 17:56:53 main:574] : INFO : Epoch 1798 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 2143.13 ms [2022-04-07 17:56:55 main:574] : INFO : Epoch 1799 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 2135.45 ms [2022-04-07 17:56:57 main:574] : INFO : Epoch 1800 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 2043.48 ms [2022-04-07 17:56:59 main:574] : INFO : Epoch 1801 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 1998.05 ms [2022-04-07 17:57:01 main:574] : INFO : Epoch 1802 | loss: 0.0311646 | val_loss: 0.031175 | Time: 2051.31 ms [2022-04-07 17:57:03 main:574] : INFO : Epoch 1803 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 1974.78 ms [2022-04-07 17:57:05 main:574] : INFO : Epoch 1804 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 2045 ms [2022-04-07 17:57:07 main:574] : INFO : Epoch 1805 | loss: 0.0311614 | val_loss: 0.0311791 | Time: 2008.99 ms [2022-04-07 17:57:09 main:574] : INFO : Epoch 1806 | loss: 0.031163 | val_loss: 0.0311725 | Time: 2107.03 ms [2022-04-07 17:57:11 main:574] : INFO : Epoch 1807 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2046.63 ms [2022-04-07 17:57:13 main:574] : INFO : Epoch 1808 | loss: 0.031164 | val_loss: 0.0311757 | Time: 2073.86 ms [2022-04-07 17:57:15 main:574] : INFO : Epoch 1809 | loss: 0.0311608 | val_loss: 0.0311723 | Time: 2048.96 ms [2022-04-07 17:57:17 main:574] : INFO : Epoch 1810 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 2121.58 ms [2022-04-07 17:57:19 main:574] : INFO : Epoch 1811 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 2092.05 ms [2022-04-07 17:57:21 main:574] : INFO : Epoch 1812 | loss: 0.0311624 | val_loss: 0.0311694 | Time: 1985.37 ms [2022-04-07 17:57:23 main:574] : INFO : Epoch 1813 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 2066.67 ms [2022-04-07 17:57:25 main:574] : INFO : Epoch 1814 | loss: 0.0311593 | val_loss: 0.0311754 | Time: 2045.23 ms [2022-04-07 17:57:27 main:574] : INFO : Epoch 1815 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 2032.29 ms [2022-04-07 17:57:30 main:574] : INFO : Epoch 1816 | loss: 0.0311627 | val_loss: 0.0311756 | Time: 2059.01 ms [2022-04-07 17:57:32 main:574] : INFO : Epoch 1817 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 2093.65 ms [2022-04-07 17:57:34 main:574] : INFO : Epoch 1818 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 2036.18 ms [2022-04-07 17:57:36 main:574] : INFO : Epoch 1819 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 2022.87 ms [2022-04-07 17:57:38 main:574] : INFO : Epoch 1820 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 2117.07 ms [2022-04-07 17:57:40 main:574] : INFO : Epoch 1821 | loss: 0.03116 | val_loss: 0.0311726 | Time: 2049.14 ms [2022-04-07 17:57:42 main:574] : INFO : Epoch 1822 | loss: 0.0311598 | val_loss: 0.0311735 | Time: 2015.28 ms [2022-04-07 17:57:44 main:574] : INFO : Epoch 1823 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 2048.71 ms [2022-04-07 17:57:46 main:574] : INFO : Epoch 1824 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 2044.26 ms [2022-04-07 17:57:48 main:574] : INFO : Epoch 1825 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 2089.68 ms [2022-04-07 17:57:50 main:574] : INFO : Epoch 1826 | loss: 0.031161 | val_loss: 0.0311705 | Time: 2070.9 ms [2022-04-07 17:57:52 main:574] : INFO : Epoch 1827 | loss: 0.0311611 | val_loss: 0.0311758 | Time: 2045.76 ms [2022-04-07 17:57:54 main:574] : INFO : Epoch 1828 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 2090.29 ms [2022-04-07 17:57:56 main:574] : INFO : Epoch 1829 | loss: 0.0311616 | val_loss: 0.0311736 | Time: 2063.11 ms [2022-04-07 17:57:58 main:574] : INFO : Epoch 1830 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 2005.44 ms [2022-04-07 17:58:00 main:574] : INFO : Epoch 1831 | loss: 0.0311603 | val_loss: 0.0311743 | Time: 2049.57 ms [2022-04-07 17:58:03 main:574] : INFO : Epoch 1832 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 2069.33 ms [2022-04-07 17:58:05 main:574] : INFO : Epoch 1833 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 2081.55 ms [2022-04-07 17:58:07 main:574] : INFO : Epoch 1834 | loss: 0.0311622 | val_loss: 0.031171 | Time: 2060.72 ms [2022-04-07 17:58:09 main:574] : INFO : Epoch 1835 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 2097.01 ms [2022-04-07 17:58:11 main:574] : INFO : Epoch 1836 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 2054.78 ms [2022-04-07 17:58:13 main:574] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 1998.39 ms [2022-04-07 17:58:15 main:574] : INFO : Epoch 1838 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 2042.85 ms [2022-04-07 17:58:17 main:574] : INFO : Epoch 1839 | loss: 0.0311624 | val_loss: 0.031172 | Time: 2096.45 ms [2022-04-07 17:58:19 main:574] : INFO : Epoch 1840 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 1981.11 ms [2022-04-07 17:58:21 main:574] : INFO : Epoch 1841 | loss: 0.0311615 | val_loss: 0.0311701 | Time: 2009.4 ms [2022-04-07 17:58:23 main:574] : INFO : Epoch 1842 | loss: 0.031161 | val_loss: 0.0311699 | Time: 2050.08 ms [2022-04-07 17:58:25 main:574] : INFO : Epoch 1843 | loss: 0.0311613 | val_loss: 0.031169 | Time: 2063.37 ms [2022-04-07 17:58:27 main:574] : INFO : Epoch 1844 | loss: 0.031158 | val_loss: 0.0311736 | Time: 2133.06 ms [2022-04-07 17:58:29 main:574] : INFO : Epoch 1845 | loss: 0.0311576 | val_loss: 0.0311685 | Time: 2019.84 ms [2022-04-07 17:58:31 main:574] : INFO : Epoch 1846 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 1988.52 ms [2022-04-07 17:58:33 main:574] : INFO : Epoch 1847 | loss: 0.0311579 | val_loss: 0.0311711 | Time: 2067.64 ms [2022-04-07 17:58:35 main:574] : INFO : Epoch 1848 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 2016.69 ms [2022-04-07 17:58:37 main:574] : INFO : Epoch 1849 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2031.99 ms [2022-04-07 17:58:39 main:574] : INFO : Epoch 1850 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 2006.35 ms [2022-04-07 17:58:41 main:574] : INFO : Epoch 1851 | loss: 0.0311588 | val_loss: 0.0311745 | Time: 2070.71 ms [2022-04-07 17:58:44 main:574] : INFO : Epoch 1852 | loss: 0.0311588 | val_loss: 0.031173 | Time: 2079.8 ms [2022-04-07 17:58:46 main:574] : INFO : Epoch 1853 | loss: 0.0311582 | val_loss: 0.031171 | Time: 2044.63 ms [2022-04-07 17:58:48 main:574] : INFO : Epoch 1854 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 2075.57 ms [2022-04-07 17:58:50 main:574] : INFO : Epoch 1855 | loss: 0.0311571 | val_loss: 0.0311737 | Time: 2076.67 ms [2022-04-07 17:58:52 main:574] : INFO : Epoch 1856 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 2081.56 ms [2022-04-07 17:58:54 main:574] : INFO : Epoch 1857 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 2053.14 ms [2022-04-07 17:58:56 main:574] : INFO : Epoch 1858 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 1987.02 ms [2022-04-07 17:58:58 main:574] : INFO : Epoch 1859 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 2048.92 ms [2022-04-07 17:59:00 main:574] : INFO : Epoch 1860 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2065.01 ms [2022-04-07 17:59:02 main:574] : INFO : Epoch 1861 | loss: 0.0311648 | val_loss: 0.0311768 | Time: 2059.58 ms [2022-04-07 17:59:04 main:574] : INFO : Epoch 1862 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 2073.96 ms [2022-04-07 17:59:06 main:574] : INFO : Epoch 1863 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 2098.19 ms [2022-04-07 17:59:08 main:574] : INFO : Epoch 1864 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 2051.39 ms [2022-04-07 17:59:10 main:574] : INFO : Epoch 1865 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 2048.96 ms [2022-04-07 17:59:12 main:574] : INFO : Epoch 1866 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 2069.78 ms [2022-04-07 17:59:14 main:574] : INFO : Epoch 1867 | loss: 0.0311632 | val_loss: 0.0311792 | Time: 1963.7 ms [2022-04-07 17:59:16 main:574] : INFO : Epoch 1868 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 2026.02 ms [2022-04-07 17:59:19 main:574] : INFO : Epoch 1869 | loss: 0.0311591 | val_loss: 0.0311762 | Time: 2061.9 ms [2022-04-07 17:59:21 main:574] : INFO : Epoch 1870 | loss: 0.031159 | val_loss: 0.0311685 | Time: 2037.12 ms [2022-04-07 17:59:23 main:574] : INFO : Epoch 1871 | loss: 0.0311607 | val_loss: 0.0311736 | Time: 2066.3 ms [2022-04-07 17:59:25 main:574] : INFO : Epoch 1872 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 2046.74 ms [2022-04-07 17:59:27 main:574] : INFO : Epoch 1873 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 2036.23 ms [2022-04-07 17:59:29 main:574] : INFO : Epoch 1874 | loss: 0.0311616 | val_loss: 0.031172 | Time: 2045.97 ms [2022-04-07 17:59:31 main:574] : INFO : Epoch 1875 | loss: 0.0311627 | val_loss: 0.031172 | Time: 2042.87 ms [2022-04-07 17:59:33 main:574] : INFO : Epoch 1876 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 2064.67 ms [2022-04-07 17:59:35 main:574] : INFO : Epoch 1877 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 2008.23 ms [2022-04-07 17:59:37 main:574] : INFO : Epoch 1878 | loss: 0.031157 | val_loss: 0.0311731 | Time: 2060.6 ms [2022-04-07 17:59:39 main:574] : INFO : Epoch 1879 | loss: 0.0311575 | val_loss: 0.031175 | Time: 2082.87 ms [2022-04-07 17:59:41 main:574] : INFO : Epoch 1880 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 2066.21 ms [2022-04-07 17:59:43 main:574] : INFO : Epoch 1881 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 2060.67 ms [2022-04-07 17:59:45 main:574] : INFO : Epoch 1882 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 2021.33 ms [2022-04-07 17:59:47 main:574] : INFO : Epoch 1883 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 2049.32 ms [2022-04-07 17:59:49 main:574] : INFO : Epoch 1884 | loss: 0.0311586 | val_loss: 0.0311767 | Time: 2031.4 ms [2022-04-07 17:59:51 main:574] : INFO : Epoch 1885 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 2055.34 ms [2022-04-07 17:59:53 main:574] : INFO : Epoch 1886 | loss: 0.0311589 | val_loss: 0.0311771 | Time: 2084.9 ms [2022-04-07 17:59:55 main:574] : INFO : Epoch 1887 | loss: 0.0311574 | val_loss: 0.0311747 | Time: 2047.06 ms [2022-04-07 17:59:58 main:574] : INFO : Epoch 1888 | loss: 0.0311549 | val_loss: 0.0311737 | Time: 2023.3 ms [2022-04-07 18:00:00 main:574] : INFO : Epoch 1889 | loss: 0.0311569 | val_loss: 0.0311755 | Time: 2141.57 ms [2022-04-07 18:00:02 main:574] : INFO : Epoch 1890 | loss: 0.0311616 | val_loss: 0.031173 | Time: 2150.87 ms [2022-04-07 18:00:04 main:574] : INFO : Epoch 1891 | loss: 0.0311603 | val_loss: 0.0311711 | Time: 2041.03 ms [2022-04-07 18:00:06 main:574] : INFO : Epoch 1892 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 2045.4 ms [2022-04-07 18:00:08 main:574] : INFO : Epoch 1893 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 2031.04 ms [2022-04-07 18:00:10 main:574] : INFO : Epoch 1894 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 2113.12 ms [2022-04-07 18:00:12 main:574] : INFO : Epoch 1895 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 2000.7 ms [2022-04-07 18:00:14 main:574] : INFO : Epoch 1896 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 2070.59 ms [2022-04-07 18:00:16 main:574] : INFO : Epoch 1897 | loss: 0.0311568 | val_loss: 0.031174 | Time: 2070.98 ms [2022-04-07 18:00:18 main:574] : INFO : Epoch 1898 | loss: 0.031156 | val_loss: 0.031171 | Time: 2093.72 ms [2022-04-07 18:00:20 main:574] : INFO : Epoch 1899 | loss: 0.0311562 | val_loss: 0.0311732 | Time: 2088.02 ms [2022-04-07 18:00:22 main:574] : INFO : Epoch 1900 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 2058.29 ms [2022-04-07 18:00:25 main:574] : INFO : Epoch 1901 | loss: 0.0311576 | val_loss: 0.0311723 | Time: 2088.14 ms [2022-04-07 18:00:27 main:574] : INFO : Epoch 1902 | loss: 0.0311559 | val_loss: 0.0311725 | Time: 2055.17 ms [2022-04-07 18:00:29 main:574] : INFO : Epoch 1903 | loss: 0.031154 | val_loss: 0.03117 | Time: 1968.4 ms [2022-04-07 18:00:31 main:574] : INFO : Epoch 1904 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 2028.73 ms [2022-04-07 18:00:33 main:574] : INFO : Epoch 1905 | loss: 0.0311581 | val_loss: 0.0311756 | Time: 2081.29 ms [2022-04-07 18:00:35 main:574] : INFO : Epoch 1906 | loss: 0.0311555 | val_loss: 0.0311741 | Time: 2069.1 ms [2022-04-07 18:00:37 main:574] : INFO : Epoch 1907 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1987.99 ms [2022-04-07 18:00:39 main:574] : INFO : Epoch 1908 | loss: 0.031154 | val_loss: 0.0311761 | Time: 2059.59 ms [2022-04-07 18:00:41 main:574] : INFO : Epoch 1909 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 2057.64 ms [2022-04-07 18:00:43 main:574] : INFO : Epoch 1910 | loss: 0.031154 | val_loss: 0.0311698 | Time: 2102.38 ms [2022-04-07 18:00:45 main:574] : INFO : Epoch 1911 | loss: 0.0311546 | val_loss: 0.0311701 | Time: 2065 ms [2022-04-07 18:00:47 main:574] : INFO : Epoch 1912 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 1995.55 ms [2022-04-07 18:00:49 main:574] : INFO : Epoch 1913 | loss: 0.0311534 | val_loss: 0.0311863 | Time: 2082.03 ms [2022-04-07 18:00:51 main:574] : INFO : Epoch 1914 | loss: 0.0311549 | val_loss: 0.0311703 | Time: 2071.88 ms [2022-04-07 18:00:53 main:574] : INFO : Epoch 1915 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 2073.79 ms [2022-04-07 18:00:55 main:574] : INFO : Epoch 1916 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 2125.01 ms [2022-04-07 18:00:57 main:574] : INFO : Epoch 1917 | loss: 0.031162 | val_loss: 0.0311816 | Time: 2022.64 ms [2022-04-07 18:00:59 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311788 | Time: 2002.18 ms [2022-04-07 18:01:02 main:574] : INFO : Epoch 1919 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 2034.91 ms [2022-04-07 18:01:04 main:574] : INFO : Epoch 1920 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 2053.39 ms [2022-04-07 18:01:06 main:574] : INFO : Epoch 1921 | loss: 0.0311726 | val_loss: 0.0311732 | Time: 2004.82 ms [2022-04-07 18:01:08 main:574] : INFO : Epoch 1922 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2087.64 ms [2022-04-07 18:01:10 main:574] : INFO : Epoch 1923 | loss: 0.0311697 | val_loss: 0.0311692 | Time: 2105.88 ms [2022-04-07 18:01:12 main:574] : INFO : Epoch 1924 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 2042.48 ms [2022-04-07 18:01:14 main:574] : INFO : Epoch 1925 | loss: 0.0311654 | val_loss: 0.0311677 | Time: 2033.37 ms [2022-04-07 18:01:16 main:574] : INFO : Epoch 1926 | loss: 0.0311629 | val_loss: 0.031169 | Time: 2047.76 ms [2022-04-07 18:01:18 main:574] : INFO : Epoch 1927 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 2106.74 ms [2022-04-07 18:01:20 main:574] : INFO : Epoch 1928 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 2053.65 ms [2022-04-07 18:01:22 main:574] : INFO : Epoch 1929 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 2118.96 ms [2022-04-07 18:01:24 main:574] : INFO : Epoch 1930 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 2021.84 ms [2022-04-07 18:01:26 main:574] : INFO : Epoch 1931 | loss: 0.031168 | val_loss: 0.0311738 | Time: 2000.07 ms [2022-04-07 18:01:28 main:574] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.031172 | Time: 2063.99 ms [2022-04-07 18:01:30 main:574] : INFO : Epoch 1933 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 2067.01 ms [2022-04-07 18:01:33 main:574] : INFO : Epoch 1934 | loss: 0.0311669 | val_loss: 0.031172 | Time: 2104.87 ms [2022-04-07 18:01:35 main:574] : INFO : Epoch 1935 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 2049.91 ms [2022-04-07 18:01:37 main:574] : INFO : Epoch 1936 | loss: 0.0311636 | val_loss: 0.031172 | Time: 2034.71 ms [2022-04-07 18:01:39 main:574] : INFO : Epoch 1937 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 2102.43 ms [2022-04-07 18:01:41 main:574] : INFO : Epoch 1938 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 2092.02 ms [2022-04-07 18:01:43 main:574] : INFO : Epoch 1939 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 2013.21 ms [2022-04-07 18:01:45 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 2044.87 ms [2022-04-07 18:01:47 main:574] : INFO : Epoch 1941 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2068.19 ms [2022-04-07 18:01:49 main:574] : INFO : Epoch 1942 | loss: 0.0311602 | val_loss: 0.03117 | Time: 2073.97 ms [2022-04-07 18:01:51 main:574] : INFO : Epoch 1943 | loss: 0.0311594 | val_loss: 0.0311698 | Time: 2074.78 ms [2022-04-07 18:01:53 main:574] : INFO : Epoch 1944 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 2111.36 ms [2022-04-07 18:01:55 main:574] : INFO : Epoch 1945 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2044.92 ms [2022-04-07 18:01:57 main:574] : INFO : Epoch 1946 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 2041.38 ms [2022-04-07 18:01:59 main:574] : INFO : Epoch 1947 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 2017.28 ms [2022-04-07 18:02:01 main:574] : INFO : Epoch 1948 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 2137.57 ms [2022-04-07 18:02:04 main:574] : INFO : Epoch 1949 | loss: 0.0311608 | val_loss: 0.0311716 | Time: 2026.31 ms [2022-04-07 18:02:06 main:574] : INFO : Epoch 1950 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 2021.44 ms [2022-04-07 18:02:08 main:574] : INFO : Epoch 1951 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 2120.27 ms [2022-04-07 18:02:10 main:574] : INFO : Epoch 1952 | loss: 0.0311573 | val_loss: 0.0311712 | Time: 2068.99 ms [2022-04-07 18:02:12 main:574] : INFO : Epoch 1953 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2053.1 ms [2022-04-07 18:02:14 main:574] : INFO : Epoch 1954 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2101.04 ms [2022-04-07 18:02:16 main:574] : INFO : Epoch 1955 | loss: 0.0311586 | val_loss: 0.031169 | Time: 2054.77 ms [2022-04-07 18:02:18 main:574] : INFO : Epoch 1956 | loss: 0.03116 | val_loss: 0.0311715 | Time: 2078.67 ms [2022-04-07 18:02:20 main:574] : INFO : Epoch 1957 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2128.02 ms [2022-04-07 18:02:22 main:574] : INFO : Epoch 1958 | loss: 0.0311598 | val_loss: 0.03117 | Time: 2135.36 ms [2022-04-07 18:02:24 main:574] : INFO : Epoch 1959 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 2042.51 ms [2022-04-07 18:02:26 main:574] : INFO : Epoch 1960 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 2060.22 ms [2022-04-07 18:02:28 main:574] : INFO : Epoch 1961 | loss: 0.03116 | val_loss: 0.0311687 | Time: 2042.67 ms [2022-04-07 18:02:31 main:574] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 2114.3 ms [2022-04-07 18:02:33 main:574] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 2092.05 ms [2022-04-07 18:02:35 main:574] : INFO : Epoch 1964 | loss: 0.0311555 | val_loss: 0.0311702 | Time: 2009.66 ms [2022-04-07 18:02:37 main:574] : INFO : Epoch 1965 | loss: 0.0311549 | val_loss: 0.031167 | Time: 2052.71 ms [2022-04-07 18:02:39 main:574] : INFO : Epoch 1966 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 2079.19 ms [2022-04-07 18:02:41 main:574] : INFO : Epoch 1967 | loss: 0.0311551 | val_loss: 0.03117 | Time: 2105.94 ms [2022-04-07 18:02:43 main:574] : INFO : Epoch 1968 | loss: 0.0311565 | val_loss: 0.0311678 | Time: 2037.57 ms [2022-04-07 18:02:45 main:574] : INFO : Epoch 1969 | loss: 0.0311562 | val_loss: 0.0311722 | Time: 2056.89 ms [2022-04-07 18:02:47 main:574] : INFO : Epoch 1970 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 2082.43 ms [2022-04-07 18:02:49 main:574] : INFO : Epoch 1971 | loss: 0.031156 | val_loss: 0.0311689 | Time: 2059.66 ms [2022-04-07 18:02:51 main:574] : INFO : Epoch 1972 | loss: 0.0311565 | val_loss: 0.031169 | Time: 2033.9 ms [2022-04-07 18:02:53 main:574] : INFO : Epoch 1973 | loss: 0.0311573 | val_loss: 0.0311668 | Time: 2120.05 ms [2022-04-07 18:02:55 main:574] : INFO : Epoch 1974 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 2073.41 ms [2022-04-07 18:02:57 main:574] : INFO : Epoch 1975 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 2036.47 ms [2022-04-07 18:03:00 main:574] : INFO : Epoch 1976 | loss: 0.0311591 | val_loss: 0.031174 | Time: 2037.62 ms [2022-04-07 18:03:02 main:574] : INFO : Epoch 1977 | loss: 0.0311817 | val_loss: 0.0312098 | Time: 2048.1 ms [2022-04-07 18:03:04 main:574] : INFO : Epoch 1978 | loss: 0.0317834 | val_loss: 0.0324213 | Time: 2112.73 ms [2022-04-07 18:03:06 main:574] : INFO : Epoch 1979 | loss: 0.0314526 | val_loss: 0.031229 | Time: 2075.86 ms [2022-04-07 18:03:08 main:574] : INFO : Epoch 1980 | loss: 0.0311974 | val_loss: 0.0311722 | Time: 2089.73 ms [2022-04-07 18:03:10 main:574] : INFO : Epoch 1981 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 1983.86 ms [2022-04-07 18:03:12 main:574] : INFO : Epoch 1982 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 1984.41 ms [2022-04-07 18:03:14 main:574] : INFO : Epoch 1983 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 2087.15 ms [2022-04-07 18:03:16 main:574] : INFO : Epoch 1984 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 2087.24 ms [2022-04-07 18:03:18 main:574] : INFO : Epoch 1985 | loss: 0.031152 | val_loss: 0.0311657 | Time: 2046.26 ms [2022-04-07 18:03:20 main:574] : INFO : Epoch 1986 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 2010.25 ms [2022-04-07 18:03:22 main:574] : INFO : Epoch 1987 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 2053.94 ms [2022-04-07 18:03:24 main:574] : INFO : Epoch 1988 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 2132.73 ms [2022-04-07 18:03:26 main:574] : INFO : Epoch 1989 | loss: 0.031155 | val_loss: 0.0311664 | Time: 2138.8 ms [2022-04-07 18:03:29 main:574] : INFO : Epoch 1990 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 2096.18 ms [2022-04-07 18:03:31 main:574] : INFO : Epoch 1991 | loss: 0.031152 | val_loss: 0.0311691 | Time: 2092.07 ms [2022-04-07 18:03:33 main:574] : INFO : Epoch 1992 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 2330.24 ms [2022-04-07 18:03:35 main:574] : INFO : Epoch 1993 | loss: 0.0311523 | val_loss: 0.031165 | Time: 1984.92 ms [2022-04-07 18:03:37 main:574] : INFO : Epoch 1994 | loss: 0.0311516 | val_loss: 0.0311671 | Time: 2127.62 ms [2022-04-07 18:03:39 main:574] : INFO : Epoch 1995 | loss: 0.0311533 | val_loss: 0.0311681 | Time: 2089.23 ms [2022-04-07 18:03:41 main:574] : INFO : Epoch 1996 | loss: 0.0311549 | val_loss: 0.0311689 | Time: 2062.43 ms [2022-04-07 18:03:43 main:574] : INFO : Epoch 1997 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 2075.6 ms [2022-04-07 18:03:45 main:574] : INFO : Epoch 1998 | loss: 0.0311525 | val_loss: 0.0311692 | Time: 2042.34 ms [2022-04-07 18:03:48 main:574] : INFO : Epoch 1999 | loss: 0.0311517 | val_loss: 0.0311679 | Time: 2100.96 ms [2022-04-07 18:03:50 main:574] : INFO : Epoch 2000 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 2076.95 ms [2022-04-07 18:03:52 main:574] : INFO : Epoch 2001 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 2067.71 ms [2022-04-07 18:03:54 main:574] : INFO : Epoch 2002 | loss: 0.0311602 | val_loss: 0.031176 | Time: 2060.71 ms [2022-04-07 18:03:56 main:574] : INFO : Epoch 2003 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 2069.5 ms [2022-04-07 18:03:58 main:574] : INFO : Epoch 2004 | loss: 0.031159 | val_loss: 0.0311661 | Time: 2092.91 ms [2022-04-07 18:04:00 main:574] : INFO : Epoch 2005 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 2134.79 ms [2022-04-07 18:04:02 main:574] : INFO : Epoch 2006 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 2107.72 ms [2022-04-07 18:04:04 main:574] : INFO : Epoch 2007 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 2128.27 ms [2022-04-07 18:04:06 main:574] : INFO : Epoch 2008 | loss: 0.0311561 | val_loss: 0.031171 | Time: 1986.16 ms [2022-04-07 18:04:08 main:574] : INFO : Epoch 2009 | loss: 0.0311541 | val_loss: 0.031167 | Time: 2118.89 ms [2022-04-07 18:04:10 main:574] : INFO : Epoch 2010 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 2064.89 ms [2022-04-07 18:04:12 main:574] : INFO : Epoch 2011 | loss: 0.0311536 | val_loss: 0.0311701 | Time: 2025.53 ms [2022-04-07 18:04:15 main:574] : INFO : Epoch 2012 | loss: 0.0311553 | val_loss: 0.0311682 | Time: 2068.36 ms [2022-04-07 18:04:17 main:574] : INFO : Epoch 2013 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 2086.54 ms [2022-04-07 18:04:19 main:574] : INFO : Epoch 2014 | loss: 0.0311529 | val_loss: 0.0311707 | Time: 2058.23 ms [2022-04-07 18:04:21 main:574] : INFO : Epoch 2015 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 2067.77 ms [2022-04-07 18:04:23 main:574] : INFO : Epoch 2016 | loss: 0.0311509 | val_loss: 0.0311665 | Time: 1994.5 ms [2022-04-07 18:04:25 main:574] : INFO : Epoch 2017 | loss: 0.031151 | val_loss: 0.0311648 | Time: 2082.19 ms [2022-04-07 18:04:27 main:574] : INFO : Epoch 2018 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 2051.74 ms [2022-04-07 18:04:29 main:574] : INFO : Epoch 2019 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 2072.5 ms [2022-04-07 18:04:31 main:574] : INFO : Epoch 2020 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 2075.84 ms [2022-04-07 18:04:33 main:574] : INFO : Epoch 2021 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 2077.18 ms [2022-04-07 18:04:35 main:574] : INFO : Epoch 2022 | loss: 0.031154 | val_loss: 0.031172 | Time: 2119.54 ms [2022-04-07 18:04:37 main:574] : INFO : Epoch 2023 | loss: 0.0311525 | val_loss: 0.0311722 | Time: 2025.39 ms [2022-04-07 18:04:39 main:574] : INFO : Epoch 2024 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 2031.2 ms [2022-04-07 18:04:41 main:574] : INFO : Epoch 2025 | loss: 0.0311521 | val_loss: 0.0311657 | Time: 2082.97 ms [2022-04-07 18:04:43 main:574] : INFO : Epoch 2026 | loss: 0.0311522 | val_loss: 0.0311679 | Time: 2004.36 ms [2022-04-07 18:04:46 main:574] : INFO : Epoch 2027 | loss: 0.0311526 | val_loss: 0.031177 | Time: 2124.67 ms [2022-04-07 18:04:48 main:574] : INFO : Epoch 2028 | loss: 0.0311532 | val_loss: 0.0311676 | Time: 2100.48 ms [2022-04-07 18:04:50 main:574] : INFO : Epoch 2029 | loss: 0.0311502 | val_loss: 0.031167 | Time: 2096.93 ms [2022-04-07 18:04:52 main:574] : INFO : Epoch 2030 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 2091.62 ms [2022-04-07 18:04:54 main:574] : INFO : Epoch 2031 | loss: 0.0311505 | val_loss: 0.0311711 | Time: 2064.13 ms [2022-04-07 18:04:56 main:574] : INFO : Epoch 2032 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 2053.48 ms [2022-04-07 18:04:58 main:574] : INFO : Epoch 2033 | loss: 0.0311515 | val_loss: 0.0311705 | Time: 2057.14 ms [2022-04-07 18:05:00 main:574] : INFO : Epoch 2034 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 2052.31 ms [2022-04-07 18:05:02 main:574] : INFO : Epoch 2035 | loss: 0.0311486 | val_loss: 0.0311702 | Time: 2123.87 ms [2022-04-07 18:05:04 main:574] : INFO : Epoch 2036 | loss: 0.0311489 | val_loss: 0.031172 | Time: 2097.23 ms [2022-04-07 18:05:06 main:574] : INFO : Epoch 2037 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 2090.11 ms [2022-04-07 18:05:09 main:574] : INFO : Epoch 2038 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 2129.58 ms [2022-04-07 18:05:11 main:574] : INFO : Epoch 2039 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 2026.22 ms [2022-04-07 18:05:13 main:574] : INFO : Epoch 2040 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2066.86 ms [2022-04-07 18:05:15 main:574] : INFO : Epoch 2041 | loss: 0.031157 | val_loss: 0.0311677 | Time: 2082.69 ms [2022-04-07 18:05:17 main:574] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 2039.64 ms [2022-04-07 18:05:19 main:574] : INFO : Epoch 2043 | loss: 0.0311515 | val_loss: 0.0311674 | Time: 2042.75 ms [2022-04-07 18:05:21 main:574] : INFO : Epoch 2044 | loss: 0.0311493 | val_loss: 0.0311713 | Time: 2152.18 ms [2022-04-07 18:05:23 main:574] : INFO : Epoch 2045 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 2019.62 ms [2022-04-07 18:05:25 main:574] : INFO : Epoch 2046 | loss: 0.031152 | val_loss: 0.0311688 | Time: 2078.02 ms [2022-04-07 18:05:27 main:574] : INFO : Epoch 2047 | loss: 0.0311504 | val_loss: 0.031174 | Time: 2055.12 ms [2022-04-07 18:05:29 main:574] : INFO : Epoch 2048 | loss: 0.0311524 | val_loss: 0.031167 | Time: 2060.39 ms [2022-04-07 18:05:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031167 [2022-04-07 18:05:29 main:603] : INFO : Saving end state to config to file [2022-04-07 18:05:29 main:608] : INFO : Success, exiting.. 18:05:29 (6224): 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)