Task 13708396
| Name | ParityModified-1647044355-10554-2-0_0 |
| Workunit | 10798283 |
| Created | 24 Mar 2022, 13:02:51 UTC |
| Sent | 31 Mar 2022, 6:28:47 UTC |
| Report deadline | 8 Apr 2022, 6:28:47 UTC |
| Received | 2 Apr 2022, 13:06:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21009 |
| Run time | 1 hours 0 min 56 sec |
| CPU time | 59 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 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: 0.0311108 | val_loss: 0.0311741 | Time: 1748.1 ms
[2022-04-02 20:51:12 main:574] : INFO : Epoch 1543 | loss: 0.0311088 | val_loss: 0.0311732 | Time: 1748.82 ms
[2022-04-02 20:51:14 main:574] : INFO : Epoch 1544 | loss: 0.0311063 | val_loss: 0.0311674 | Time: 1769.61 ms
[2022-04-02 20:51:15 main:574] : INFO : Epoch 1545 | loss: 0.031106 | val_loss: 0.0311684 | Time: 1746.12 ms
[2022-04-02 20:51:17 main:574] : INFO : Epoch 1546 | loss: 0.0311067 | val_loss: 0.031168 | Time: 1746.88 ms
[2022-04-02 20:51:19 main:574] : INFO : Epoch 1547 | loss: 0.0311074 | val_loss: 0.0311736 | Time: 1877.22 ms
[2022-04-02 20:51:21 main:574] : INFO : Epoch 1548 | loss: 0.0311046 | val_loss: 0.0311678 | Time: 1768.5 ms
[2022-04-02 20:51:23 main:574] : INFO : Epoch 1549 | loss: 0.03111 | val_loss: 0.0311651 | Time: 1750.82 ms
[2022-04-02 20:51:24 main:574] : INFO : Epoch 1550 | loss: 0.031116 | val_loss: 0.0311721 | Time: 1734.71 ms
[2022-04-02 20:51:26 main:574] : INFO : Epoch 1551 | loss: 0.0311104 | val_loss: 0.0311731 | Time: 1747.66 ms
[2022-04-02 20:51:28 main:574] : INFO : Epoch 1552 | loss: 0.0311096 | val_loss: 0.031167 | Time: 1747.81 ms
[2022-04-02 20:51:30 main:574] : INFO : Epoch 1553 | loss: 0.0311099 | val_loss: 0.03117 | Time: 1721.71 ms
[2022-04-02 20:51:31 main:574] : INFO : Epoch 1554 | loss: 0.0311091 | val_loss: 0.031167 | Time: 1732.26 ms
[2022-04-02 20:51:33 main:574] : INFO : Epoch 1555 | loss: 0.0311175 | val_loss: 0.0311659 | Time: 1730.88 ms
[2022-04-02 20:51:35 main:574] : INFO : Epoch 1556 | loss: 0.0311166 | val_loss: 0.0311643 | Time: 1740.55 ms
[2022-04-02 20:51:37 main:574] : INFO : Epoch 1557 | loss: 0.0311119 | val_loss: 0.0311658 | Time: 1733.93 ms
[2022-04-02 20:51:38 main:574] : INFO : Epoch 1558 | loss: 0.0311093 | val_loss: 0.0311694 | Time: 1725.07 ms
[2022-04-02 20:51:40 main:574] : INFO : Epoch 1559 | loss: 0.0311109 | val_loss: 0.0311673 | Time: 1802.61 ms
[2022-04-02 20:51:42 main:574] : INFO : Epoch 1560 | loss: 0.0311128 | val_loss: 0.0311696 | Time: 1850.99 ms
[2022-04-02 20:51:44 main:574] : INFO : Epoch 1561 | loss: 0.0311182 | val_loss: 0.0311697 | Time: 1760.14 ms
[2022-04-02 20:51:45 main:574] : INFO : Epoch 1562 | loss: 0.0311333 | val_loss: 0.0311653 | Time: 1724.48 ms
[2022-04-02 20:51:47 main:574] : INFO : Epoch 1563 | loss: 0.0311302 | val_loss: 0.0311662 | Time: 1741.61 ms
[2022-04-02 20:51:49 main:574] : INFO : Epoch 1564 | loss: 0.0311225 | val_loss: 0.0311646 | Time: 1719.59 ms
[2022-04-02 20:51:51 main:574] : INFO : Epoch 1565 | loss: 0.0311214 | val_loss: 0.031167 | Time: 1721.36 ms
[2022-04-02 20:51:52 main:574] : INFO : Epoch 1566 | loss: 0.0311192 | val_loss: 0.0311712 | Time: 1724.55 ms
[2022-04-02 20:51:54 main:574] : INFO : Epoch 1567 | loss: 0.0311196 | val_loss: 0.031161 | Time: 1726.43 ms
[2022-04-02 20:51:56 main:574] : INFO : Epoch 1568 | loss: 0.031122 | val_loss: 0.0311703 | Time: 1757.11 ms
[2022-04-02 20:51:58 main:574] : INFO : Epoch 1569 | loss: 0.0311181 | val_loss: 0.0311647 | Time: 1732.14 ms
[2022-04-02 20:51:59 main:574] : INFO : Epoch 1570 | loss: 0.0311156 | val_loss: 0.0311681 | Time: 1718.34 ms
[2022-04-02 20:52:01 main:574] : INFO : Epoch 1571 | loss: 0.0311153 | val_loss: 0.0311648 | Time: 1721.39 ms
[2022-04-02 20:52:03 main:574] : INFO : Epoch 1572 | loss: 0.0311177 | val_loss: 0.031168 | Time: 1723.16 ms
[2022-04-02 20:52:05 main:574] : INFO : Epoch 1573 | loss: 0.0311151 | val_loss: 0.0311719 | Time: 1738.21 ms
[2022-04-02 20:52:06 main:574] : INFO : Epoch 1574 | loss: 0.0311122 | val_loss: 0.0311744 | Time: 1737.17 ms
[2022-04-02 20:52:08 main:574] : INFO : Epoch 1575 | loss: 0.0311126 | val_loss: 0.0311615 | Time: 1753.56 ms
[2022-04-02 20:52:10 main:574] : INFO : Epoch 1576 | loss: 0.0311103 | val_loss: 0.0311642 | Time: 1746.93 ms
[2022-04-02 20:52:11 main:574] : INFO : Epoch 1577 | loss: 0.0311083 | val_loss: 0.0311683 | Time: 1743.91 ms
[2022-04-02 20:52:13 main:574] : INFO : Epoch 1578 | loss: 0.031108 | val_loss: 0.0311713 | Time: 1724.82 ms
[2022-04-02 20:52:15 main:574] : INFO : Epoch 1579 | loss: 0.0311066 | val_loss: 0.0311658 | Time: 1729.97 ms
[2022-04-02 20:52:17 main:574] : INFO : Epoch 1580 | loss: 0.0311066 | val_loss: 0.03117 | Time: 1737.71 ms
[2022-04-02 20:52:18 main:574] : INFO : Epoch 1581 | loss: 0.0311073 | val_loss: 0.0311772 | Time: 1727.78 ms
[2022-04-02 20:52:20 main:574] : INFO : Epoch 1582 | loss: 0.0311027 | val_loss: 0.0311689 | Time: 1757.45 ms
[2022-04-02 20:52:22 main:574] : INFO : Epoch 1583 | loss: 0.0311024 | val_loss: 0.0311713 | Time: 1753.2 ms
[2022-04-02 20:52:24 main:574] : INFO : Epoch 1584 | loss: 0.0311019 | val_loss: 0.0311654 | Time: 1732.85 ms
[2022-04-02 20:52:25 main:574] : INFO : Epoch 1585 | loss: 0.0311014 | val_loss: 0.0311694 | Time: 1744.3 ms
[2022-04-02 20:52:27 main:574] : INFO : Epoch 1586 | loss: 0.0311006 | val_loss: 0.0311693 | Time: 1756.02 ms
[2022-04-02 20:52:29 main:574] : INFO : Epoch 1587 | loss: 0.031108 | val_loss: 0.031165 | Time: 1721.27 ms
[2022-04-02 20:52:31 main:574] : INFO : Epoch 1588 | loss: 0.0311089 | val_loss: 0.0311726 | Time: 1850.02 ms
[2022-04-02 20:52:33 main:574] : INFO : Epoch 1589 | loss: 0.0311071 | val_loss: 0.0311701 | Time: 1838.76 ms
[2022-04-02 20:52:34 main:574] : INFO : Epoch 1590 | loss: 0.0311071 | val_loss: 0.0311727 | Time: 1828.02 ms
[2022-04-02 20:52:36 main:574] : INFO : Epoch 1591 | loss: 0.0311066 | val_loss: 0.0311689 | Time: 1816.18 ms
[2022-04-02 20:52:38 main:574] : INFO : Epoch 1592 | loss: 0.0311059 | val_loss: 0.0311753 | Time: 1819.49 ms
[2022-04-02 20:52:40 main:574] : INFO : Epoch 1593 | loss: 0.0311022 | val_loss: 0.0311755 | Time: 1755.53 ms
[2022-04-02 20:52:42 main:574] : INFO : Epoch 1594 | loss: 0.0311014 | val_loss: 0.031174 | Time: 1741.5 ms
[2022-04-02 20:52:43 main:574] : INFO : Epoch 1595 | loss: 0.0311037 | val_loss: 0.0311823 | Time: 1742.69 ms
[2022-04-02 20:52:45 main:574] : INFO : Epoch 1596 | loss: 0.0311025 | val_loss: 0.0311725 | Time: 1772.92 ms
[2022-04-02 20:52:47 main:574] : INFO : Epoch 1597 | loss: 0.0311142 | val_loss: 0.031171 | Time: 1758.53 ms
[2022-04-02 20:52:49 main:574] : INFO : Epoch 1598 | loss: 0.0311164 | val_loss: 0.0311973 | Time: 1754.05 ms
[2022-04-02 20:52:50 main:574] : INFO : Epoch 1599 | loss: 0.0311204 | val_loss: 0.0311725 | Time: 1780.67 ms
[2022-04-02 20:52:52 main:574] : INFO : Epoch 1600 | loss: 0.0311101 | val_loss: 0.0311719 | Time: 1756.9 ms
[2022-04-02 20:52:54 main:574] : INFO : Epoch 1601 | loss: 0.0311167 | val_loss: 0.0311619 | Time: 1766.35 ms
[2022-04-02 20:52:56 main:574] : INFO : Epoch 1602 | loss: 0.0311125 | val_loss: 0.0311694 | Time: 1751.73 ms
[2022-04-02 20:52:58 main:574] : INFO : Epoch 1603 | loss: 0.0311083 | val_loss: 0.0311694 | Time: 1759.77 ms
[2022-04-02 20:52:59 main:574] : INFO : Epoch 1604 | loss: 0.0311109 | val_loss: 0.0311685 | Time: 1733.8 ms
[2022-04-02 20:53:01 main:574] : INFO : Epoch 1605 | loss: 0.0311067 | val_loss: 0.03117 | Time: 1762.87 ms
[2022-04-02 20:53:03 main:574] : INFO : Epoch 1606 | loss: 0.0311097 | val_loss: 0.0311709 | Time: 1796.64 ms
[2022-04-02 20:53:05 main:574] : INFO : Epoch 1607 | loss: 0.0311139 | val_loss: 0.0311669 | Time: 1847.53 ms
[2022-04-02 20:53:07 main:574] : INFO : Epoch 1608 | loss: 0.031113 | val_loss: 0.0311651 | Time: 1867.56 ms
[2022-04-02 20:53:08 main:574] : INFO : Epoch 1609 | loss: 0.0311119 | val_loss: 0.0311648 | Time: 1867.93 ms
[2022-04-02 20:53:10 main:574] : INFO : Epoch 1610 | loss: 0.0311071 | val_loss: 0.0311716 | Time: 1858.28 ms
[2022-04-02 20:53:12 main:574] : INFO : Epoch 1611 | loss: 0.0311071 | val_loss: 0.031169 | Time: 1889.17 ms
[2022-04-02 20:53:14 main:574] : INFO : Epoch 1612 | loss: 0.0311101 | val_loss: 0.0311674 | Time: 1888.88 ms
[2022-04-02 20:53:16 main:574] : INFO : Epoch 1613 | loss: 0.0311096 | val_loss: 0.0311673 | Time: 1903.11 ms
[2022-04-02 20:53:18 main:574] : INFO : Epoch 1614 | loss: 0.0311059 | val_loss: 0.0311668 | Time: 1895.49 ms
[2022-04-02 20:53:20 main:574] : INFO : Epoch 1615 | loss: 0.0311058 | val_loss: 0.0311706 | Time: 1910.59 ms
[2022-04-02 20:53:22 main:574] : INFO : Epoch 1616 | loss: 0.0311063 | val_loss: 0.031169 | Time: 1824.99 ms
[2022-04-02 20:53:23 main:574] : INFO : Epoch 1617 | loss: 0.0311032 | val_loss: 0.0311689 | Time: 1795.22 ms
[2022-04-02 20:53:25 main:574] : INFO : Epoch 1618 | loss: 0.0311071 | val_loss: 0.0311689 | Time: 1785.24 ms
[2022-04-02 20:53:27 main:574] : INFO : Epoch 1619 | loss: 0.0311039 | val_loss: 0.0311699 | Time: 1797.4 ms
[2022-04-02 20:53:29 main:574] : INFO : Epoch 1620 | loss: 0.031104 | val_loss: 0.0311716 | Time: 1772.29 ms
[2022-04-02 20:53:31 main:574] : INFO : Epoch 1621 | loss: 0.0311057 | val_loss: 0.0311754 | Time: 1792.56 ms
[2022-04-02 20:53:32 main:574] : INFO : Epoch 1622 | loss: 0.0311062 | val_loss: 0.0311751 | Time: 1786.26 ms
[2022-04-02 20:53:34 main:574] : INFO : Epoch 1623 | loss: 0.0311048 | val_loss: 0.031167 | Time: 1766.81 ms
[2022-04-02 20:53:36 main:574] : INFO : Epoch 1624 | loss: 0.0311027 | val_loss: 0.0311681 | Time: 1803.86 ms
[2022-04-02 20:53:38 main:574] : INFO : Epoch 1625 | loss: 0.0311053 | val_loss: 0.0311713 | Time: 1795.91 ms
[2022-04-02 20:53:40 main:574] : INFO : Epoch 1626 | loss: 0.0311056 | val_loss: 0.0311731 | Time: 1791.6 ms
[2022-04-02 20:53:41 main:574] : INFO : Epoch 1627 | loss: 0.0311068 | val_loss: 0.0311752 | Time: 1786.02 ms
[2022-04-02 20:53:43 main:574] : INFO : Epoch 1628 | loss: 0.0311022 | val_loss: 0.0311787 | Time: 1795.18 ms
[2022-04-02 20:53:45 main:574] : INFO : Epoch 1629 | loss: 0.0311064 | val_loss: 0.0311685 | Time: 1780.23 ms
[2022-04-02 20:53:47 main:574] : INFO : Epoch 1630 | loss: 0.0311071 | val_loss: 0.0311796 | Time: 1788.2 ms
[2022-04-02 20:53:49 main:574] : INFO : Epoch 1631 | loss: 0.0311103 | val_loss: 0.0311672 | Time: 1778.22 ms
[2022-04-02 20:53:50 main:574] : INFO : Epoch 1632 | loss: 0.0311084 | val_loss: 0.0311707 | Time: 1788.41 ms
[2022-04-02 20:53:52 main:574] : INFO : Epoch 1633 | loss: 0.031107 | val_loss: 0.0311768 | Time: 1777.87 ms
[2022-04-02 20:53:54 main:574] : INFO : Epoch 1634 | loss: 0.0311059 | val_loss: 0.0311761 | Time: 1782.18 ms
[2022-04-02 20:53:56 main:574] : INFO : Epoch 1635 | loss: 0.0311052 | val_loss: 0.0311682 | Time: 1794.03 ms
[2022-04-02 20:53:57 main:574] : INFO : Epoch 1636 | loss: 0.0311066 | val_loss: 0.0311762 | Time: 1786.22 ms
[2022-04-02 20:53:59 main:574] : INFO : Epoch 1637 | loss: 0.0311058 | val_loss: 0.031163 | Time: 1804.94 ms
[2022-04-02 20:54:01 main:574] : INFO : Epoch 1638 | loss: 0.0311063 | val_loss: 0.0311698 | Time: 1776.86 ms
[2022-04-02 20:54:03 main:574] : INFO : Epoch 1639 | loss: 0.0311047 | val_loss: 0.0311732 | Time: 1778.38 ms
[2022-04-02 20:54:05 main:574] : INFO : Epoch 1640 | loss: 0.0311023 | val_loss: 0.0311724 | Time: 1768.9 ms
[2022-04-02 20:54:06 main:574] : INFO : Epoch 1641 | loss: 0.0311087 | val_loss: 0.0311726 | Time: 1770.3 ms
[2022-04-02 20:54:08 main:574] : INFO : Epoch 1642 | loss: 0.031114 | val_loss: 0.0311715 | Time: 1776.3 ms
[2022-04-02 20:54:10 main:574] : INFO : Epoch 1643 | loss: 0.0311098 | val_loss: 0.0311724 | Time: 1799.46 ms
[2022-04-02 20:54:12 main:574] : INFO : Epoch 1644 | loss: 0.0311057 | val_loss: 0.0311782 | Time: 1793.82 ms
[2022-04-02 20:54:14 main:574] : INFO : Epoch 1645 | loss: 0.0311062 | val_loss: 0.031171 | Time: 1794.75 ms
[2022-04-02 20:54:15 main:574] : INFO : Epoch 1646 | loss: 0.0311052 | val_loss: 0.0311726 | Time: 1783.26 ms
[2022-04-02 20:54:17 main:574] : INFO : Epoch 1647 | loss: 0.0311186 | val_loss: 0.0312015 | Time: 1798.49 ms
[2022-04-02 20:54:19 main:574] : INFO : Epoch 1648 | loss: 0.0328763 | val_loss: 0.0415562 | Time: 1781.03 ms
[2022-04-02 20:54:21 main:574] : INFO : Epoch 1649 | loss: 0.0354144 | val_loss: 0.0323512 | Time: 1777.09 ms
[2022-04-02 20:54:23 main:574] : INFO : Epoch 1650 | loss: 0.031922 | val_loss: 0.0313225 | Time: 1792.91 ms
[2022-04-02 20:54:24 main:574] : INFO : Epoch 1651 | loss: 0.03132 | val_loss: 0.0312612 | Time: 1784.6 ms
[2022-04-02 20:54:26 main:574] : INFO : Epoch 1652 | loss: 0.0312337 | val_loss: 0.031217 | Time: 1801.57 ms
[2022-04-02 20:54:28 main:574] : INFO : Epoch 1653 | loss: 0.0312039 | val_loss: 0.0311913 | Time: 1798.73 ms
[2022-04-02 20:54:30 main:574] : INFO : Epoch 1654 | loss: 0.0311879 | val_loss: 0.0311842 | Time: 1785.44 ms
[2022-04-02 20:54:32 main:574] : INFO : Epoch 1655 | loss: 0.0311896 | val_loss: 0.031185 | Time: 1790.74 ms
[2022-04-02 20:54:33 main:574] : INFO : Epoch 1656 | loss: 0.0311832 | val_loss: 0.0311781 | Time: 1773.82 ms
[2022-04-02 20:54:35 main:574] : INFO : Epoch 1657 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 1784.77 ms
[2022-04-02 20:54:37 main:574] : INFO : Epoch 1658 | loss: 0.0311808 | val_loss: 0.0311861 | Time: 1778.04 ms
[2022-04-02 20:54:39 main:574] : INFO : Epoch 1659 | loss: 0.0311771 | val_loss: 0.0311828 | Time: 1798.34 ms
[2022-04-02 20:54:40 main:574] : INFO : Epoch 1660 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 1775.55 ms
[2022-04-02 20:54:42 main:574] : INFO : Epoch 1661 | loss: 0.0311711 | val_loss: 0.0311726 | Time: 1766.53 ms
[2022-04-02 20:54:44 main:574] : INFO : Epoch 1662 | loss: 0.0311691 | val_loss: 0.031176 | Time: 1794.65 ms
[2022-04-02 20:54:46 main:574] : INFO : Epoch 1663 | loss: 0.0311664 | val_loss: 0.0311678 | Time: 1793.71 ms
[2022-04-02 20:54:48 main:574] : INFO : Epoch 1664 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 1783.04 ms
[2022-04-02 20:54:49 main:574] : INFO : Epoch 1665 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 1782.06 ms
[2022-04-02 20:54:51 main:574] : INFO : Epoch 1666 | loss: 0.0311568 | val_loss: 0.0311642 | Time: 1812.6 ms
[2022-04-02 20:54:53 main:574] : INFO : Epoch 1667 | loss: 0.0311526 | val_loss: 0.0311651 | Time: 1782.44 ms
[2022-04-02 20:54:55 main:574] : INFO : Epoch 1668 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 1784.95 ms
[2022-04-02 20:54:57 main:574] : INFO : Epoch 1669 | loss: 0.0311512 | val_loss: 0.0311695 | Time: 1776.93 ms
[2022-04-02 20:54:58 main:574] : INFO : Epoch 1670 | loss: 0.0311495 | val_loss: 0.0311623 | Time: 1779.22 ms
[2022-04-02 20:55:00 main:574] : INFO : Epoch 1671 | loss: 0.0311454 | val_loss: 0.0311611 | Time: 1784.94 ms
[2022-04-02 20:55:02 main:574] : INFO : Epoch 1672 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 1794.28 ms
[2022-04-02 20:55:04 main:574] : INFO : Epoch 1673 | loss: 0.0311434 | val_loss: 0.0311617 | Time: 1792.53 ms
[2022-04-02 20:55:06 main:574] : INFO : Epoch 1674 | loss: 0.0311427 | val_loss: 0.0311632 | Time: 1781.55 ms
[2022-04-02 20:55:07 main:574] : INFO : Epoch 1675 | loss: 0.0311394 | val_loss: 0.0311613 | Time: 1798.62 ms
[2022-04-02 20:55:09 main:574] : INFO : Epoch 1676 | loss: 0.0311387 | val_loss: 0.0311601 | Time: 1792.61 ms
[2022-04-02 20:55:11 main:574] : INFO : Epoch 1677 | loss: 0.0311372 | val_loss: 0.0311613 | Time: 1792.91 ms
[2022-04-02 20:55:13 main:574] : INFO : Epoch 1678 | loss: 0.0311366 | val_loss: 0.0311668 | Time: 1790.98 ms
[2022-04-02 20:55:15 main:574] : INFO : Epoch 1679 | loss: 0.0311383 | val_loss: 0.0311651 | Time: 1784.29 ms
[2022-04-02 20:55:16 main:574] : INFO : Epoch 1680 | loss: 0.0311359 | val_loss: 0.0311731 | Time: 1786.67 ms
[2022-04-02 20:55:18 main:574] : INFO : Epoch 1681 | loss: 0.0311357 | val_loss: 0.0311637 | Time: 1787.5 ms
[2022-04-02 20:55:20 main:574] : INFO : Epoch 1682 | loss: 0.0311354 | val_loss: 0.031164 | Time: 1784.24 ms
[2022-04-02 20:55:22 main:574] : INFO : Epoch 1683 | loss: 0.0311355 | val_loss: 0.0311612 | Time: 1792.99 ms
[2022-04-02 20:55:23 main:574] : INFO : Epoch 1684 | loss: 0.0311394 | val_loss: 0.0311638 | Time: 1796.06 ms
[2022-04-02 20:55:25 main:574] : INFO : Epoch 1685 | loss: 0.0311362 | val_loss: 0.0311625 | Time: 1791.9 ms
[2022-04-02 20:55:27 main:574] : INFO : Epoch 1686 | loss: 0.0311351 | val_loss: 0.0311635 | Time: 1793.19 ms
[2022-04-02 20:55:29 main:574] : INFO : Epoch 1687 | loss: 0.0311326 | val_loss: 0.0311661 | Time: 1791.43 ms
[2022-04-02 20:55:31 main:574] : INFO : Epoch 1688 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 1778.11 ms
[2022-04-02 20:55:32 main:574] : INFO : Epoch 1689 | loss: 0.031135 | val_loss: 0.0311606 | Time: 1771.53 ms
[2022-04-02 20:55:34 main:574] : INFO : Epoch 1690 | loss: 0.0311331 | val_loss: 0.031166 | Time: 1782.54 ms
[2022-04-02 20:55:36 main:574] : INFO : Epoch 1691 | loss: 0.0311351 | val_loss: 0.0311617 | Time: 1825.44 ms
[2022-04-02 20:55:38 main:574] : INFO : Epoch 1692 | loss: 0.0311326 | val_loss: 0.0311661 | Time: 1801.15 ms
[2022-04-02 20:55:40 main:574] : INFO : Epoch 1693 | loss: 0.0311306 | val_loss: 0.0311617 | Time: 1793.22 ms
[2022-04-02 20:55:41 main:574] : INFO : Epoch 1694 | loss: 0.0311287 | val_loss: 0.0311651 | Time: 1777.98 ms
[2022-04-02 20:55:43 main:574] : INFO : Epoch 1695 | loss: 0.0311299 | val_loss: 0.0311621 | Time: 1795.06 ms
[2022-04-02 20:55:45 main:574] : INFO : Epoch 1696 | loss: 0.0311308 | val_loss: 0.0311638 | Time: 1769.21 ms
[2022-04-02 20:55:47 main:574] : INFO : Epoch 1697 | loss: 0.0311296 | val_loss: 0.0311704 | Time: 1794.11 ms
[2022-04-02 20:55:49 main:574] : INFO : Epoch 1698 | loss: 0.0311275 | val_loss: 0.0311638 | Time: 1779.67 ms
[2022-04-02 20:55:50 main:574] : INFO : Epoch 1699 | loss: 0.0311253 | val_loss: 0.0311627 | Time: 1788.98 ms
[2022-04-02 20:55:52 main:574] : INFO : Epoch 1700 | loss: 0.0311243 | val_loss: 0.0311612 | Time: 1778.06 ms
[2022-04-02 20:55:54 main:574] : INFO : Epoch 1701 | loss: 0.0311246 | val_loss: 0.0311631 | Time: 1797.97 ms
[2022-04-02 20:55:56 main:574] : INFO : Epoch 1702 | loss: 0.0311256 | val_loss: 0.0311654 | Time: 1808.77 ms
[2022-04-02 20:55:58 main:574] : INFO : Epoch 1703 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 1800.88 ms
[2022-04-02 20:55:59 main:574] : INFO : Epoch 1704 | loss: 0.0311284 | val_loss: 0.0311662 | Time: 1784.93 ms
[2022-04-02 20:56:01 main:574] : INFO : Epoch 1705 | loss: 0.0311259 | val_loss: 0.0311619 | Time: 1804.96 ms
[2022-04-02 20:56:03 main:574] : INFO : Epoch 1706 | loss: 0.0311262 | val_loss: 0.0311653 | Time: 1779.28 ms
[2022-04-02 20:56:05 main:574] : INFO : Epoch 1707 | loss: 0.0311272 | val_loss: 0.031165 | Time: 1789.45 ms
[2022-04-02 20:56:07 main:574] : INFO : Epoch 1708 | loss: 0.0311252 | val_loss: 0.0311605 | Time: 1801.71 ms
[2022-04-02 20:56:08 main:574] : INFO : Epoch 1709 | loss: 0.0311247 | val_loss: 0.0311607 | Time: 1783.64 ms
[2022-04-02 20:56:10 main:574] : INFO : Epoch 1710 | loss: 0.0311225 | val_loss: 0.0311663 | Time: 1788.33 ms
[2022-04-02 20:56:12 main:574] : INFO : Epoch 1711 | loss: 0.0311219 | val_loss: 0.0311642 | Time: 1791.75 ms
[2022-04-02 20:56:14 main:574] : INFO : Epoch 1712 | loss: 0.0311261 | val_loss: 0.0311638 | Time: 1785.81 ms
[2022-04-02 20:56:16 main:574] : INFO : Epoch 1713 | loss: 0.0311257 | val_loss: 0.0311664 | Time: 1796.51 ms
[2022-04-02 20:56:17 main:574] : INFO : Epoch 1714 | loss: 0.0311252 | val_loss: 0.0311645 | Time: 1789.86 ms
[2022-04-02 20:56:19 main:574] : INFO : Epoch 1715 | loss: 0.0311248 | val_loss: 0.0311669 | Time: 1786.79 ms
[2022-04-02 20:56:21 main:574] : INFO : Epoch 1716 | loss: 0.031125 | val_loss: 0.0311663 | Time: 1822.02 ms
[2022-04-02 20:56:23 main:574] : INFO : Epoch 1717 | loss: 0.0311243 | val_loss: 0.03117 | Time: 1798.59 ms
[2022-04-02 20:56:25 main:574] : INFO : Epoch 1718 | loss: 0.0311222 | val_loss: 0.0311665 | Time: 1801.5 ms
[2022-04-02 20:56:26 main:574] : INFO : Epoch 1719 | loss: 0.0311233 | val_loss: 0.0311666 | Time: 1806.67 ms
[2022-04-02 20:56:28 main:574] : INFO : Epoch 1720 | loss: 0.0311398 | val_loss: 0.0311674 | Time: 1782.54 ms
[2022-04-02 20:56:30 main:574] : INFO : Epoch 1721 | loss: 0.0311392 | val_loss: 0.0311667 | Time: 1786.37 ms
[2022-04-02 20:56:32 main:574] : INFO : Epoch 1722 | loss: 0.0311357 | val_loss: 0.0311657 | Time: 1787.3 ms
[2022-04-02 20:56:34 main:574] : INFO : Epoch 1723 | loss: 0.031134 | val_loss: 0.0311637 | Time: 1786.44 ms
[2022-04-02 20:56:35 main:574] : INFO : Epoch 1724 | loss: 0.0311307 | val_loss: 0.0311646 | Time: 1811.79 ms
[2022-04-02 20:56:37 main:574] : INFO : Epoch 1725 | loss: 0.0311309 | val_loss: 0.0311633 | Time: 1779.51 ms
[2022-04-02 20:56:39 main:574] : INFO : Epoch 1726 | loss: 0.0311285 | val_loss: 0.0311614 | Time: 1767.31 ms
[2022-04-02 20:56:41 main:574] : INFO : Epoch 1727 | loss: 0.0311276 | val_loss: 0.0311641 | Time: 1772.83 ms
[2022-04-02 20:56:43 main:574] : INFO : Epoch 1728 | loss: 0.0311247 | val_loss: 0.0311651 | Time: 1785.31 ms
[2022-04-02 20:56:44 main:574] : INFO : Epoch 1729 | loss: 0.0311238 | val_loss: 0.0311653 | Time: 1804.82 ms
[2022-04-02 20:56:46 main:574] : INFO : Epoch 1730 | loss: 0.0311246 | val_loss: 0.0311654 | Time: 1789.98 ms
[2022-04-02 20:56:48 main:574] : INFO : Epoch 1731 | loss: 0.0311244 | val_loss: 0.0311688 | Time: 1799.52 ms
[2022-04-02 20:56:50 main:574] : INFO : Epoch 1732 | loss: 0.031124 | val_loss: 0.0311706 | Time: 1791.74 ms
[2022-04-02 20:56:51 main:574] : INFO : Epoch 1733 | loss: 0.0311225 | val_loss: 0.0311671 | Time: 1782.21 ms
[2022-04-02 20:56:53 main:574] : INFO : Epoch 1734 | loss: 0.0311227 | val_loss: 0.0311641 | Time: 1795.96 ms
[2022-04-02 20:56:55 main:574] : INFO : Epoch 1735 | loss: 0.0311231 | val_loss: 0.0311625 | Time: 1808.12 ms
[2022-04-02 20:56:57 main:574] : INFO : Epoch 1736 | loss: 0.0311241 | val_loss: 0.0311623 | Time: 1785.77 ms
[2022-04-02 20:56:59 main:574] : INFO : Epoch 1737 | loss: 0.0311204 | val_loss: 0.0311638 | Time: 1798.96 ms
[2022-04-02 20:57:00 main:574] : INFO : Epoch 1738 | loss: 0.0311186 | val_loss: 0.0311669 | Time: 1776.24 ms
[2022-04-02 20:57:02 main:574] : INFO : Epoch 1739 | loss: 0.0311182 | val_loss: 0.0311663 | Time: 1797.98 ms
[2022-04-02 20:57:04 main:574] : INFO : Epoch 1740 | loss: 0.0311191 | val_loss: 0.0311653 | Time: 1801.7 ms
[2022-04-02 20:57:06 main:574] : INFO : Epoch 1741 | loss: 0.031118 | val_loss: 0.0311678 | Time: 1812.11 ms
[2022-04-02 20:57:08 main:574] : INFO : Epoch 1742 | loss: 0.0311167 | val_loss: 0.0311705 | Time: 1797.05 ms
[2022-04-02 20:57:10 main:574] : INFO : Epoch 1743 | loss: 0.0311306 | val_loss: 0.0311656 | Time: 1784.29 ms
[2022-04-02 20:57:11 main:574] : INFO : Epoch 1744 | loss: 0.0311379 | val_loss: 0.0311616 | Time: 1792.01 ms
[2022-04-02 20:57:13 main:574] : INFO : Epoch 1745 | loss: 0.0311384 | val_loss: 0.031169 | Time: 1771.9 ms
[2022-04-02 20:57:15 main:574] : INFO : Epoch 1746 | loss: 0.0311383 | val_loss: 0.0311692 | Time: 1776.96 ms
[2022-04-02 20:57:17 main:574] : INFO : Epoch 1747 | loss: 0.0311315 | val_loss: 0.0311681 | Time: 1785.02 ms
[2022-04-02 20:57:18 main:574] : INFO : Epoch 1748 | loss: 0.0311307 | val_loss: 0.0311667 | Time: 1792.82 ms
[2022-04-02 20:57:20 main:574] : INFO : Epoch 1749 | loss: 0.0311284 | val_loss: 0.0311627 | Time: 1810.64 ms
[2022-04-02 20:57:22 main:574] : INFO : Epoch 1750 | loss: 0.0311264 | val_loss: 0.0311662 | Time: 1834.19 ms
[2022-04-02 20:57:24 main:574] : INFO : Epoch 1751 | loss: 0.0311247 | val_loss: 0.0311675 | Time: 1802.01 ms
[2022-04-02 20:57:26 main:574] : INFO : Epoch 1752 | loss: 0.0311226 | val_loss: 0.0311659 | Time: 1805.06 ms
[2022-04-02 20:57:28 main:574] : INFO : Epoch 1753 | loss: 0.0311221 | val_loss: 0.0311674 | Time: 1790.77 ms
[2022-04-02 20:57:29 main:574] : INFO : Epoch 1754 | loss: 0.0311196 | val_loss: 0.0311711 | Time: 1786.76 ms
[2022-04-02 20:57:31 main:574] : INFO : Epoch 1755 | loss: 0.0311197 | val_loss: 0.031168 | Time: 1769.76 ms
[2022-04-02 20:57:33 main:574] : INFO : Epoch 1756 | loss: 0.0311198 | val_loss: 0.0311669 | Time: 1787.76 ms
[2022-04-02 20:57:35 main:574] : INFO : Epoch 1757 | loss: 0.0311205 | val_loss: 0.0311725 | Time: 1771.92 ms
[2022-04-02 20:57:36 main:574] : INFO : Epoch 1758 | loss: 0.0311211 | val_loss: 0.0311674 | Time: 1772.43 ms
[2022-04-02 20:57:38 main:574] : INFO : Epoch 1759 | loss: 0.0311207 | val_loss: 0.0311677 | Time: 1793.27 ms
[2022-04-02 20:57:40 main:574] : INFO : Epoch 1760 | loss: 0.0311254 | val_loss: 0.0311637 | Time: 1806.58 ms
[2022-04-02 20:57:42 main:574] : INFO : Epoch 1761 | loss: 0.0311372 | val_loss: 0.0311617 | Time: 1799.97 ms
[2022-04-02 20:57:44 main:574] : INFO : Epoch 1762 | loss: 0.0311343 | val_loss: 0.031158 | Time: 1792.74 ms
[2022-04-02 20:57:45 main:574] : INFO : Epoch 1763 | loss: 0.0311323 | val_loss: 0.0311559 | Time: 1789.96 ms
[2022-04-02 20:57:47 main:574] : INFO : Epoch 1764 | loss: 0.0311312 | val_loss: 0.0311614 | Time: 1796.72 ms
[2022-04-02 20:57:49 main:574] : INFO : Epoch 1765 | loss: 0.03113 | val_loss: 0.0311636 | Time: 1763.82 ms
[2022-04-02 20:57:51 main:574] : INFO : Epoch 1766 | loss: 0.0311257 | val_loss: 0.0311604 | Time: 1784.27 ms
[2022-04-02 20:57:53 main:574] : INFO : Epoch 1767 | loss: 0.0311238 | val_loss: 0.0311651 | Time: 1796.32 ms
[2022-04-02 20:57:54 main:574] : INFO : Epoch 1768 | loss: 0.0311225 | val_loss: 0.0311642 | Time: 1773.85 ms
[2022-04-02 20:57:56 main:574] : INFO : Epoch 1769 | loss: 0.0311193 | val_loss: 0.0311621 | Time: 1790.34 ms
[2022-04-02 20:57:58 main:574] : INFO : Epoch 1770 | loss: 0.0311175 | val_loss: 0.0311654 | Time: 1799.05 ms
[2022-04-02 20:58:00 main:574] : INFO : Epoch 1771 | loss: 0.0311164 | val_loss: 0.0311684 | Time: 1794.55 ms
[2022-04-02 20:58:02 main:574] : INFO : Epoch 1772 | loss: 0.0311179 | val_loss: 0.0311652 | Time: 1793.13 ms
[2022-04-02 20:58:03 main:574] : INFO : Epoch 1773 | loss: 0.031117 | val_loss: 0.0311685 | Time: 1789.62 ms
[2022-04-02 20:58:05 main:574] : INFO : Epoch 1774 | loss: 0.0311153 | val_loss: 0.0311697 | Time: 1768.9 ms
[2022-04-02 20:58:07 main:574] : INFO : Epoch 1775 | loss: 0.0311172 | val_loss: 0.0311637 | Time: 1784.4 ms
[2022-04-02 20:58:09 main:574] : INFO : Epoch 1776 | loss: 0.0311159 | val_loss: 0.0311651 | Time: 1771.67 ms
[2022-04-02 20:58:10 main:574] : INFO : Epoch 1777 | loss: 0.0311189 | val_loss: 0.0311592 | Time: 1798.67 ms
[2022-04-02 20:58:12 main:574] : INFO : Epoch 1778 | loss: 0.0311199 | val_loss: 0.0311629 | Time: 1786.44 ms
[2022-04-02 20:58:14 main:574] : INFO : Epoch 1779 | loss: 0.0311173 | val_loss: 0.0311628 | Time: 1802.16 ms
[2022-04-02 20:58:16 main:574] : INFO : Epoch 1780 | loss: 0.0311175 | val_loss: 0.0311622 | Time: 1787.48 ms
[2022-04-02 20:58:18 main:574] : INFO : Epoch 1781 | loss: 0.031117 | val_loss: 0.0311581 | Time: 1786.29 ms
[2022-04-02 20:58:19 main:574] : INFO : Epoch 1782 | loss: 0.0311171 | val_loss: 0.0311611 | Time: 1795.76 ms
[2022-04-02 20:58:21 main:574] : INFO : Epoch 1783 | loss: 0.0311181 | val_loss: 0.0311576 | Time: 1806.98 ms
[2022-04-02 20:58:23 main:574] : INFO : Epoch 1784 | loss: 0.0311156 | val_loss: 0.0311637 | Time: 1780.53 ms
[2022-04-02 20:58:25 main:574] : INFO : Epoch 1785 | loss: 0.0311174 | val_loss: 0.0311634 | Time: 1779.84 ms
[2022-04-02 20:58:27 main:574] : INFO : Epoch 1786 | loss: 0.0311152 | val_loss: 0.0311661 | Time: 1802.12 ms
[2022-04-02 20:58:28 main:574] : INFO : Epoch 1787 | loss: 0.0311152 | val_loss: 0.0311651 | Time: 1783.44 ms
[2022-04-02 20:58:30 main:574] : INFO : Epoch 1788 | loss: 0.0311189 | val_loss: 0.0311604 | Time: 1814.8 ms
[2022-04-02 20:58:32 main:574] : INFO : Epoch 1789 | loss: 0.0311182 | val_loss: 0.0311619 | Time: 1801.59 ms
[2022-04-02 20:58:34 main:574] : INFO : Epoch 1790 | loss: 0.0311164 | val_loss: 0.0311633 | Time: 1790.92 ms
[2022-04-02 20:58:36 main:574] : INFO : Epoch 1791 | loss: 0.0311157 | val_loss: 0.0311675 | Time: 1815.46 ms
[2022-04-02 20:58:38 main:574] : INFO : Epoch 1792 | loss: 0.0311141 | val_loss: 0.0311638 | Time: 1798.57 ms
[2022-04-02 20:58:39 main:574] : INFO : Epoch 1793 | loss: 0.0311114 | val_loss: 0.0311663 | Time: 1792.27 ms
[2022-04-02 20:58:41 main:574] : INFO : Epoch 1794 | loss: 0.0311101 | val_loss: 0.0311683 | Time: 1787.77 ms
[2022-04-02 20:58:43 main:574] : INFO : Epoch 1795 | loss: 0.0311087 | val_loss: 0.0311661 | Time: 1788.72 ms
[2022-04-02 20:58:45 main:574] : INFO : Epoch 1796 | loss: 0.0311112 | val_loss: 0.031165 | Time: 1775.79 ms
[2022-04-02 20:58:46 main:574] : INFO : Epoch 1797 | loss: 0.0311198 | val_loss: 0.0311651 | Time: 1789.46 ms
[2022-04-02 20:58:48 main:574] : INFO : Epoch 1798 | loss: 0.031121 | val_loss: 0.0311615 | Time: 1790.77 ms
[2022-04-02 20:58:50 main:574] : INFO : Epoch 1799 | loss: 0.0311187 | val_loss: 0.0311648 | Time: 1800.35 ms
[2022-04-02 20:58:52 main:574] : INFO : Epoch 1800 | loss: 0.0311286 | val_loss: 0.0311647 | Time: 1785.6 ms
[2022-04-02 20:58:54 main:574] : INFO : Epoch 1801 | loss: 0.0311361 | val_loss: 0.0311639 | Time: 1780.52 ms
[2022-04-02 20:58:55 main:574] : INFO : Epoch 1802 | loss: 0.0311304 | val_loss: 0.0311599 | Time: 1788.17 ms
[2022-04-02 20:58:57 main:574] : INFO : Epoch 1803 | loss: 0.0311286 | val_loss: 0.0311694 | Time: 1801.73 ms
[2022-04-02 20:58:59 main:574] : INFO : Epoch 1804 | loss: 0.0311268 | val_loss: 0.0311663 | Time: 1772.15 ms
[2022-04-02 20:59:01 main:574] : INFO : Epoch 1805 | loss: 0.0311206 | val_loss: 0.0311665 | Time: 1814.98 ms
[2022-04-02 20:59:03 main:574] : INFO : Epoch 1806 | loss: 0.0311202 | val_loss: 0.0311609 | Time: 1782.36 ms
[2022-04-02 20:59:04 main:574] : INFO : Epoch 1807 | loss: 0.0311158 | val_loss: 0.0311617 | Time: 1786.57 ms
[2022-04-02 20:59:06 main:574] : INFO : Epoch 1808 | loss: 0.0311164 | val_loss: 0.0311588 | Time: 1776.77 ms
[2022-04-02 20:59:08 main:574] : INFO : Epoch 1809 | loss: 0.0311147 | val_loss: 0.0311614 | Time: 1800.41 ms
[2022-04-02 20:59:10 main:574] : INFO : Epoch 1810 | loss: 0.0311145 | val_loss: 0.0311627 | Time: 1795.94 ms
[2022-04-02 20:59:12 main:574] : INFO : Epoch 1811 | loss: 0.0311107 | val_loss: 0.0311622 | Time: 1784.51 ms
[2022-04-02 20:59:13 main:574] : INFO : Epoch 1812 | loss: 0.031112 | val_loss: 0.0311571 | Time: 1789.7 ms
[2022-04-02 20:59:15 main:574] : INFO : Epoch 1813 | loss: 0.0311123 | val_loss: 0.0311558 | Time: 1768.45 ms
[2022-04-02 20:59:17 main:574] : INFO : Epoch 1814 | loss: 0.0311119 | val_loss: 0.0311606 | Time: 1781.86 ms
[2022-04-02 20:59:19 main:574] : INFO : Epoch 1815 | loss: 0.0311111 | val_loss: 0.0311618 | Time: 1849.96 ms
[2022-04-02 20:59:21 main:574] : INFO : Epoch 1816 | loss: 0.031112 | val_loss: 0.0311675 | Time: 1789.21 ms
[2022-04-02 20:59:22 main:574] : INFO : Epoch 1817 | loss: 0.0311161 | val_loss: 0.031165 | Time: 1778.2 ms
[2022-04-02 20:59:24 main:574] : INFO : Epoch 1818 | loss: 0.0311168 | val_loss: 0.0311614 | Time: 1777.98 ms
[2022-04-02 20:59:26 main:574] : INFO : Epoch 1819 | loss: 0.0311138 | val_loss: 0.0311644 | Time: 1825.41 ms
[2022-04-02 20:59:28 main:574] : INFO : Epoch 1820 | loss: 0.0311113 | val_loss: 0.0311589 | Time: 1790.01 ms
[2022-04-02 20:59:30 main:574] : INFO : Epoch 1821 | loss: 0.0311127 | val_loss: 0.0311599 | Time: 1791.62 ms
[2022-04-02 20:59:31 main:574] : INFO : Epoch 1822 | loss: 0.0311099 | val_loss: 0.0311681 | Time: 1797.15 ms
[2022-04-02 20:59:33 main:574] : INFO : Epoch 1823 | loss: 0.0311104 | val_loss: 0.0311647 | Time: 1777.06 ms
[2022-04-02 20:59:35 main:574] : INFO : Epoch 1824 | loss: 0.0311095 | val_loss: 0.0311632 | Time: 1775.09 ms
[2022-04-02 20:59:37 main:574] : INFO : Epoch 1825 | loss: 0.0311134 | val_loss: 0.0311616 | Time: 1777.34 ms
[2022-04-02 20:59:39 main:574] : INFO : Epoch 1826 | loss: 0.0311133 | val_loss: 0.0311628 | Time: 1788.52 ms
[2022-04-02 20:59:40 main:574] : INFO : Epoch 1827 | loss: 0.0311148 | val_loss: 0.0311648 | Time: 1785.49 ms
[2022-04-02 20:59:42 main:574] : INFO : Epoch 1828 | loss: 0.0311116 | val_loss: 0.0311629 | Time: 1782.3 ms
[2022-04-02 20:59:44 main:574] : INFO : Epoch 1829 | loss: 0.0311113 | val_loss: 0.0311612 | Time: 1802.61 ms
[2022-04-02 20:59:46 main:574] : INFO : Epoch 1830 | loss: 0.0311078 | val_loss: 0.0311644 | Time: 1794.01 ms
[2022-04-02 20:59:48 main:574] : INFO : Epoch 1831 | loss: 0.0311069 | val_loss: 0.0311657 | Time: 1796.91 ms
[2022-04-02 20:59:49 main:574] : INFO : Epoch 1832 | loss: 0.0311065 | val_loss: 0.0311652 | Time: 1785.79 ms
[2022-04-02 20:59:51 main:574] : INFO : Epoch 1833 | loss: 0.031106 | val_loss: 0.0311664 | Time: 1779.51 ms
[2022-04-02 20:59:53 main:574] : INFO : Epoch 1834 | loss: 0.031106 | val_loss: 0.031167 | Time: 1775.87 ms
[2022-04-02 20:59:55 main:574] : INFO : Epoch 1835 | loss: 0.0311058 | val_loss: 0.0311665 | Time: 1780.9 ms
[2022-04-02 20:59:56 main:574] : INFO : Epoch 1836 | loss: 0.031106 | val_loss: 0.0311693 | Time: 1780.8 ms
[2022-04-02 20:59:58 main:574] : INFO : Epoch 1837 | loss: 0.0311067 | val_loss: 0.0311682 | Time: 1788.4 ms
[2022-04-02 21:00:00 main:574] : INFO : Epoch 1838 | loss: 0.0311083 | val_loss: 0.0311704 | Time: 1790.86 ms
[2022-04-02 21:00:02 main:574] : INFO : Epoch 1839 | loss: 0.0311081 | val_loss: 0.0311696 | Time: 1794.77 ms
[2022-04-02 21:00:04 main:574] : INFO : Epoch 1840 | loss: 0.0311086 | val_loss: 0.0311665 | Time: 1799.37 ms
[2022-04-02 21:00:05 main:574] : INFO : Epoch 1841 | loss: 0.0311081 | val_loss: 0.0311714 | Time: 1782.54 ms
[2022-04-02 21:00:07 main:574] : INFO : Epoch 1842 | loss: 0.0311082 | val_loss: 0.0311671 | Time: 1785.59 ms
[2022-04-02 21:00:09 main:574] : INFO : Epoch 1843 | loss: 0.0311086 | val_loss: 0.031165 | Time: 1763.54 ms
[2022-04-02 21:00:11 main:574] : INFO : Epoch 1844 | loss: 0.0311079 | val_loss: 0.0311637 | Time: 1780.38 ms
[2022-04-02 21:00:13 main:574] : INFO : Epoch 1845 | loss: 0.0311053 | val_loss: 0.0311629 | Time: 1838.49 ms
[2022-04-02 21:00:14 main:574] : INFO : Epoch 1846 | loss: 0.031106 | val_loss: 0.0311659 | Time: 1783.9 ms
[2022-04-02 21:00:16 main:574] : INFO : Epoch 1847 | loss: 0.0311042 | val_loss: 0.0311681 | Time: 1795.61 ms
[2022-04-02 21:00:18 main:574] : INFO : Epoch 1848 | loss: 0.0311027 | val_loss: 0.0311691 | Time: 1776.32 ms
[2022-04-02 21:00:20 main:574] : INFO : Epoch 1849 | loss: 0.0311031 | val_loss: 0.0311743 | Time: 1784.61 ms
[2022-04-02 21:00:22 main:574] : INFO : Epoch 1850 | loss: 0.0311098 | val_loss: 0.031173 | Time: 1792.17 ms
[2022-04-02 21:00:23 main:574] : INFO : Epoch 1851 | loss: 0.0311088 | val_loss: 0.0311738 | Time: 1788 ms
[2022-04-02 21:00:25 main:574] : INFO : Epoch 1852 | loss: 0.0311089 | val_loss: 0.0311684 | Time: 1778.3 ms
[2022-04-02 21:00:27 main:574] : INFO : Epoch 1853 | loss: 0.0311192 | val_loss: 0.0311696 | Time: 1815.4 ms
[2022-04-02 21:00:29 main:574] : INFO : Epoch 1854 | loss: 0.0311182 | val_loss: 0.0311615 | Time: 1796.52 ms
[2022-04-02 21:00:31 main:574] : INFO : Epoch 1855 | loss: 0.0311125 | val_loss: 0.0311659 | Time: 1795.06 ms
[2022-04-02 21:00:32 main:574] : INFO : Epoch 1856 | loss: 0.0311069 | val_loss: 0.0311675 | Time: 1776.38 ms
[2022-04-02 21:00:34 main:574] : INFO : Epoch 1857 | loss: 0.0311084 | val_loss: 0.0311709 | Time: 1824.36 ms
[2022-04-02 21:00:36 main:574] : INFO : Epoch 1858 | loss: 0.0311067 | val_loss: 0.0311679 | Time: 1810.51 ms
[2022-04-02 21:00:38 main:574] : INFO : Epoch 1859 | loss: 0.0311076 | val_loss: 0.0311675 | Time: 1788.38 ms
[2022-04-02 21:00:40 main:574] : INFO : Epoch 1860 | loss: 0.0311089 | val_loss: 0.0311691 | Time: 1873.27 ms
[2022-04-02 21:00:42 main:574] : INFO : Epoch 1861 | loss: 0.0311101 | val_loss: 0.0311656 | Time: 1920.22 ms
[2022-04-02 21:00:44 main:574] : INFO : Epoch 1862 | loss: 0.0311042 | val_loss: 0.0311713 | Time: 1920.66 ms
[2022-04-02 21:00:45 main:574] : INFO : Epoch 1863 | loss: 0.0311036 | val_loss: 0.0311663 | Time: 1914.45 ms
[2022-04-02 21:00:47 main:574] : INFO : Epoch 1864 | loss: 0.0311036 | val_loss: 0.0311722 | Time: 1834.84 ms
[2022-04-02 21:00:49 main:574] : INFO : Epoch 1865 | loss: 0.0311051 | val_loss: 0.03117 | Time: 1778.02 ms
[2022-04-02 21:00:51 main:574] : INFO : Epoch 1866 | loss: 0.03111 | val_loss: 0.0311667 | Time: 1781.19 ms
[2022-04-02 21:00:53 main:574] : INFO : Epoch 1867 | loss: 0.0311077 | val_loss: 0.0311649 | Time: 1781.53 ms
[2022-04-02 21:00:54 main:574] : INFO : Epoch 1868 | loss: 0.0311096 | val_loss: 0.0311642 | Time: 1807.32 ms
[2022-04-02 21:00:56 main:574] : INFO : Epoch 1869 | loss: 0.0311139 | val_loss: 0.0311681 | Time: 1784.07 ms
[2022-04-02 21:00:58 main:574] : INFO : Epoch 1870 | loss: 0.0311097 | val_loss: 0.0311756 | Time: 1791.03 ms
[2022-04-02 21:01:00 main:574] : INFO : Epoch 1871 | loss: 0.0311072 | val_loss: 0.03118 | Time: 1785.76 ms
[2022-04-02 21:01:02 main:574] : INFO : Epoch 1872 | loss: 0.0311064 | val_loss: 0.031167 | Time: 1785.08 ms
[2022-04-02 21:01:03 main:574] : INFO : Epoch 1873 | loss: 0.031102 | val_loss: 0.0311709 | Time: 1801.02 ms
[2022-04-02 21:01:05 main:574] : INFO : Epoch 1874 | loss: 0.0311047 | val_loss: 0.0311766 | Time: 1792.45 ms
[2022-04-02 21:01:07 main:574] : INFO : Epoch 1875 | loss: 0.0311017 | val_loss: 0.0311714 | Time: 1791.65 ms
[2022-04-02 21:01:09 main:574] : INFO : Epoch 1876 | loss: 0.0310986 | val_loss: 0.0311733 | Time: 1774.46 ms
[2022-04-02 21:01:11 main:574] : INFO : Epoch 1877 | loss: 0.0311045 | val_loss: 0.0311722 | Time: 1786.68 ms
[2022-04-02 21:01:12 main:574] : INFO : Epoch 1878 | loss: 0.0311014 | val_loss: 0.031169 | Time: 1784.05 ms
[2022-04-02 21:01:14 main:574] : INFO : Epoch 1879 | loss: 0.0311026 | val_loss: 0.0311622 | Time: 1797.57 ms
[2022-04-02 21:01:16 main:574] : INFO : Epoch 1880 | loss: 0.0311054 | val_loss: 0.0311708 | Time: 1793.65 ms
[2022-04-02 21:01:18 main:574] : INFO : Epoch 1881 | loss: 0.0311023 | val_loss: 0.0311751 | Time: 1783.57 ms
[2022-04-02 21:01:20 main:574] : INFO : Epoch 1882 | loss: 0.0311062 | val_loss: 0.031166 | Time: 1799.39 ms
[2022-04-02 21:01:21 main:574] : INFO : Epoch 1883 | loss: 0.0311034 | val_loss: 0.0311677 | Time: 1790.72 ms
[2022-04-02 21:01:23 main:574] : INFO : Epoch 1884 | loss: 0.0311011 | val_loss: 0.031168 | Time: 1775.9 ms
[2022-04-02 21:01:25 main:574] : INFO : Epoch 1885 | loss: 0.0311073 | val_loss: 0.031162 | Time: 1782.85 ms
[2022-04-02 21:01:27 main:574] : INFO : Epoch 1886 | loss: 0.0311052 | val_loss: 0.0311687 | Time: 1811.82 ms
[2022-04-02 21:01:29 main:574] : INFO : Epoch 1887 | loss: 0.0311041 | val_loss: 0.0311705 | Time: 1787.78 ms
[2022-04-02 21:01:30 main:574] : INFO : Epoch 1888 | loss: 0.0311025 | val_loss: 0.0311762 | Time: 1782.13 ms
[2022-04-02 21:01:32 main:574] : INFO : Epoch 1889 | loss: 0.0311113 | val_loss: 0.0311758 | Time: 1792.82 ms
[2022-04-02 21:01:34 main:574] : INFO : Epoch 1890 | loss: 0.0311103 | val_loss: 0.0311725 | Time: 1771.39 ms
[2022-04-02 21:01:36 main:574] : INFO : Epoch 1891 | loss: 0.031108 | val_loss: 0.031168 | Time: 1786.06 ms
[2022-04-02 21:01:38 main:574] : INFO : Epoch 1892 | loss: 0.0311043 | val_loss: 0.0311705 | Time: 1792.36 ms
[2022-04-02 21:01:39 main:574] : INFO : Epoch 1893 | loss: 0.0311036 | val_loss: 0.0311722 | Time: 1782.82 ms
[2022-04-02 21:01:41 main:574] : INFO : Epoch 1894 | loss: 0.0311039 | val_loss: 0.0311733 | Time: 1780.98 ms
[2022-04-02 21:01:43 main:574] : INFO : Epoch 1895 | loss: 0.031112 | val_loss: 0.0311575 | Time: 1787.45 ms
[2022-04-02 21:01:45 main:574] : INFO : Epoch 1896 | loss: 0.0311116 | val_loss: 0.0311618 | Time: 1794.56 ms
[2022-04-02 21:01:46 main:574] : INFO : Epoch 1897 | loss: 0.0311082 | val_loss: 0.0311695 | Time: 1782.49 ms
[2022-04-02 21:01:48 main:574] : INFO : Epoch 1898 | loss: 0.0311065 | val_loss: 0.0311676 | Time: 1788.81 ms
[2022-04-02 21:01:50 main:574] : INFO : Epoch 1899 | loss: 0.0311063 | val_loss: 0.0311709 | Time: 1801.38 ms
[2022-04-02 21:01:52 main:574] : INFO : Epoch 1900 | loss: 0.0311102 | val_loss: 0.0311733 | Time: 1791.27 ms
[2022-04-02 21:01:54 main:574] : INFO : Epoch 1901 | loss: 0.0311097 | val_loss: 0.0311707 | Time: 1796.93 ms
[2022-04-02 21:01:55 main:574] : INFO : Epoch 1902 | loss: 0.0311149 | val_loss: 0.0311673 | Time: 1780.71 ms
[2022-04-02 21:01:57 main:574] : INFO : Epoch 1903 | loss: 0.031108 | val_loss: 0.0311713 | Time: 1772.75 ms
[2022-04-02 21:01:59 main:574] : INFO : Epoch 1904 | loss: 0.0311074 | val_loss: 0.0311764 | Time: 1775.12 ms
[2022-04-02 21:02:01 main:574] : INFO : Epoch 1905 | loss: 0.0311047 | val_loss: 0.0311684 | Time: 1790.69 ms
[2022-04-02 21:02:03 main:574] : INFO : Epoch 1906 | loss: 0.0311015 | val_loss: 0.0311709 | Time: 1777.51 ms
[2022-04-02 21:02:04 main:574] : INFO : Epoch 1907 | loss: 0.0310985 | val_loss: 0.0311753 | Time: 1781.21 ms
[2022-04-02 21:02:06 main:574] : INFO : Epoch 1908 | loss: 0.0311103 | val_loss: 0.0311618 | Time: 1786.31 ms
[2022-04-02 21:02:08 main:574] : INFO : Epoch 1909 | loss: 0.0311084 | val_loss: 0.0311725 | Time: 1799.82 ms
[2022-04-02 21:02:10 main:574] : INFO : Epoch 1910 | loss: 0.0311036 | val_loss: 0.0311656 | Time: 1798.76 ms
[2022-04-02 21:02:12 main:574] : INFO : Epoch 1911 | loss: 0.0311021 | val_loss: 0.0311683 | Time: 1783.37 ms
[2022-04-02 21:02:13 main:574] : INFO : Epoch 1912 | loss: 0.0311036 | val_loss: 0.0311674 | Time: 1786.83 ms
[2022-04-02 21:02:15 main:574] : INFO : Epoch 1913 | loss: 0.0311023 | val_loss: 0.0311659 | Time: 1782.82 ms
[2022-04-02 21:02:17 main:574] : INFO : Epoch 1914 | loss: 0.0311048 | val_loss: 0.0311599 | Time: 1773.54 ms
[2022-04-02 21:02:19 main:574] : INFO : Epoch 1915 | loss: 0.0311067 | val_loss: 0.0311621 | Time: 1770.2 ms
[2022-04-02 21:02:21 main:574] : INFO : Epoch 1916 | loss: 0.0311035 | val_loss: 0.0311644 | Time: 1819.37 ms
[2022-04-02 21:02:22 main:574] : INFO : Epoch 1917 | loss: 0.0311034 | val_loss: 0.0311655 | Time: 1834.95 ms
[2022-04-02 21:02:24 main:574] : INFO : Epoch 1918 | loss: 0.0311047 | val_loss: 0.0311707 | Time: 1820.38 ms
[2022-04-02 21:02:26 main:574] : INFO : Epoch 1919 | loss: 0.0311026 | val_loss: 0.0311659 | Time: 1805.69 ms
[2022-04-02 21:02:28 main:574] : INFO : Epoch 1920 | loss: 0.0311019 | val_loss: 0.0311659 | Time: 1794.4 ms
[2022-04-02 21:02:30 main:574] : INFO : Epoch 1921 | loss: 0.031099 | val_loss: 0.0311708 | Time: 1796.05 ms
[2022-04-02 21:02:31 main:574] : INFO : Epoch 1922 | loss: 0.0310994 | val_loss: 0.031174 | Time: 1767.16 ms
[2022-04-02 21:02:33 main:574] : INFO : Epoch 1923 | loss: 0.0311012 | val_loss: 0.0311722 | Time: 1783.91 ms
[2022-04-02 21:02:35 main:574] : INFO : Epoch 1924 | loss: 0.0311149 | val_loss: 0.0311722 | Time: 1788.34 ms
[2022-04-02 21:02:37 main:574] : INFO : Epoch 1925 | loss: 0.0311177 | val_loss: 0.0311599 | Time: 1788.22 ms
[2022-04-02 21:02:39 main:574] : INFO : Epoch 1926 | loss: 0.0311106 | val_loss: 0.0311669 | Time: 1791.26 ms
[2022-04-02 21:02:40 main:574] : INFO : Epoch 1927 | loss: 0.0311107 | val_loss: 0.0311597 | Time: 1785.17 ms
[2022-04-02 21:02:42 main:574] : INFO : Epoch 1928 | loss: 0.0311138 | val_loss: 0.0311645 | Time: 1816.69 ms
[2022-04-02 21:02:44 main:574] : INFO : Epoch 1929 | loss: 0.031106 | val_loss: 0.031166 | Time: 1791.72 ms
[2022-04-02 21:02:46 main:574] : INFO : Epoch 1930 | loss: 0.0311073 | val_loss: 0.0311677 | Time: 1794.49 ms
[2022-04-02 21:02:48 main:574] : INFO : Epoch 1931 | loss: 0.0311206 | val_loss: 0.0311668 | Time: 1796.36 ms
[2022-04-02 21:02:49 main:574] : INFO : Epoch 1932 | loss: 0.0311167 | val_loss: 0.0311661 | Time: 1798.53 ms
[2022-04-02 21:02:51 main:574] : INFO : Epoch 1933 | loss: 0.0311128 | val_loss: 0.0311695 | Time: 1774.43 ms
[2022-04-02 21:02:53 main:574] : INFO : Epoch 1934 | loss: 0.0311057 | val_loss: 0.0311616 | Time: 1776.37 ms
[2022-04-02 21:02:55 main:574] : INFO : Epoch 1935 | loss: 0.0311108 | val_loss: 0.031165 | Time: 1782.33 ms
[2022-04-02 21:02:56 main:574] : INFO : Epoch 1936 | loss: 0.031111 | val_loss: 0.0311617 | Time: 1790.66 ms
[2022-04-02 21:02:58 main:574] : INFO : Epoch 1937 | loss: 0.0311048 | val_loss: 0.0311689 | Time: 1793.08 ms
[2022-04-02 21:03:00 main:574] : INFO : Epoch 1938 | loss: 0.0311036 | val_loss: 0.0311701 | Time: 1793.32 ms
[2022-04-02 21:03:02 main:574] : INFO : Epoch 1939 | loss: 0.0311005 | val_loss: 0.0311697 | Time: 1798.77 ms
[2022-04-02 21:03:04 main:574] : INFO : Epoch 1940 | loss: 0.0311003 | val_loss: 0.0311639 | Time: 1781.57 ms
[2022-04-02 21:03:05 main:574] : INFO : Epoch 1941 | loss: 0.0311053 | val_loss: 0.0311629 | Time: 1777.97 ms
[2022-04-02 21:03:07 main:574] : INFO : Epoch 1942 | loss: 0.0311009 | val_loss: 0.0311661 | Time: 1768.45 ms
[2022-04-02 21:03:09 main:574] : INFO : Epoch 1943 | loss: 0.0310982 | val_loss: 0.0311712 | Time: 1788.32 ms
[2022-04-02 21:03:11 main:574] : INFO : Epoch 1944 | loss: 0.0310997 | val_loss: 0.0311689 | Time: 1785.61 ms
[2022-04-02 21:03:13 main:574] : INFO : Epoch 1945 | loss: 0.0311 | val_loss: 0.0311709 | Time: 1789.78 ms
[2022-04-02 21:03:14 main:574] : INFO : Epoch 1946 | loss: 0.0311029 | val_loss: 0.0311615 | Time: 1785.91 ms
[2022-04-02 21:03:16 main:574] : INFO : Epoch 1947 | loss: 0.0311038 | val_loss: 0.0311709 | Time: 1791.76 ms
[2022-04-02 21:03:18 main:574] : INFO : Epoch 1948 | loss: 0.0311098 | val_loss: 0.0311621 | Time: 1797.61 ms
[2022-04-02 21:03:20 main:574] : INFO : Epoch 1949 | loss: 0.0311047 | val_loss: 0.031168 | Time: 1801.19 ms
[2022-04-02 21:03:22 main:574] : INFO : Epoch 1950 | loss: 0.0311032 | val_loss: 0.031166 | Time: 1788.34 ms
[2022-04-02 21:03:23 main:574] : INFO : Epoch 1951 | loss: 0.0311013 | val_loss: 0.0311691 | Time: 1773.77 ms
[2022-04-02 21:03:25 main:574] : INFO : Epoch 1952 | loss: 0.031098 | val_loss: 0.0311702 | Time: 1780.8 ms
[2022-04-02 21:03:27 main:574] : INFO : Epoch 1953 | loss: 0.0310955 | val_loss: 0.0311734 | Time: 1803.35 ms
[2022-04-02 21:03:29 main:574] : INFO : Epoch 1954 | loss: 0.0310925 | val_loss: 0.0311727 | Time: 1791.95 ms
[2022-04-02 21:03:31 main:574] : INFO : Epoch 1955 | loss: 0.0310999 | val_loss: 0.0311731 | Time: 1775.05 ms
[2022-04-02 21:03:32 main:574] : INFO : Epoch 1956 | loss: 0.0310978 | val_loss: 0.0311716 | Time: 1794.74 ms
[2022-04-02 21:03:34 main:574] : INFO : Epoch 1957 | loss: 0.0310974 | val_loss: 0.031174 | Time: 1801.3 ms
[2022-04-02 21:03:36 main:574] : INFO : Epoch 1958 | loss: 0.0311029 | val_loss: 0.0311709 | Time: 1792.91 ms
[2022-04-02 21:03:38 main:574] : INFO : Epoch 1959 | loss: 0.0310984 | val_loss: 0.0311709 | Time: 1786.46 ms
[2022-04-02 21:03:40 main:574] : INFO : Epoch 1960 | loss: 0.0310943 | val_loss: 0.0311764 | Time: 1771.05 ms
[2022-04-02 21:03:41 main:574] : INFO : Epoch 1961 | loss: 0.0310916 | val_loss: 0.0311842 | Time: 1764.32 ms
[2022-04-02 21:03:43 main:574] : INFO : Epoch 1962 | loss: 0.0310966 | val_loss: 0.0311632 | Time: 1787.6 ms
[2022-04-02 21:03:45 main:574] : INFO : Epoch 1963 | loss: 0.0311015 | val_loss: 0.0311777 | Time: 1783.61 ms
[2022-04-02 21:03:47 main:574] : INFO : Epoch 1964 | loss: 0.0311041 | val_loss: 0.0311784 | Time: 1778.79 ms
[2022-04-02 21:03:48 main:574] : INFO : Epoch 1965 | loss: 0.0311001 | val_loss: 0.031174 | Time: 1793.41 ms
[2022-04-02 21:03:50 main:574] : INFO : Epoch 1966 | loss: 0.0310989 | val_loss: 0.0311736 | Time: 1820.17 ms
[2022-04-02 21:03:52 main:574] : INFO : Epoch 1967 | loss: 0.0310965 | val_loss: 0.0311777 | Time: 1791.54 ms
[2022-04-02 21:03:54 main:574] : INFO : Epoch 1968 | loss: 0.0310952 | val_loss: 0.0311728 | Time: 1796.21 ms
[2022-04-02 21:03:56 main:574] : INFO : Epoch 1969 | loss: 0.0310951 | val_loss: 0.0311818 | Time: 1792.5 ms
[2022-04-02 21:03:57 main:574] : INFO : Epoch 1970 | loss: 0.0310951 | val_loss: 0.0311735 | Time: 1782.26 ms
[2022-04-02 21:03:59 main:574] : INFO : Epoch 1971 | loss: 0.0310916 | val_loss: 0.0311752 | Time: 1780.01 ms
[2022-04-02 21:04:01 main:574] : INFO : Epoch 1972 | loss: 0.0310925 | val_loss: 0.0311811 | Time: 1812.01 ms
[2022-04-02 21:04:03 main:574] : INFO : Epoch 1973 | loss: 0.0310947 | val_loss: 0.0311739 | Time: 1778.07 ms
[2022-04-02 21:04:05 main:574] : INFO : Epoch 1974 | loss: 0.0310918 | val_loss: 0.0311826 | Time: 1780.57 ms
[2022-04-02 21:04:06 main:574] : INFO : Epoch 1975 | loss: 0.0310922 | val_loss: 0.0311741 | Time: 1782.44 ms
[2022-04-02 21:04:08 main:574] : INFO : Epoch 1976 | loss: 0.0310941 | val_loss: 0.0311794 | Time: 1791.99 ms
[2022-04-02 21:04:10 main:574] : INFO : Epoch 1977 | loss: 0.031096 | val_loss: 0.0311676 | Time: 1807.36 ms
[2022-04-02 21:04:12 main:574] : INFO : Epoch 1978 | loss: 0.0310955 | val_loss: 0.0311789 | Time: 1795.14 ms
[2022-04-02 21:04:14 main:574] : INFO : Epoch 1979 | loss: 0.0310933 | val_loss: 0.0311704 | Time: 1784.74 ms
[2022-04-02 21:04:15 main:574] : INFO : Epoch 1980 | loss: 0.0310975 | val_loss: 0.0311652 | Time: 1779.5 ms
[2022-04-02 21:04:17 main:574] : INFO : Epoch 1981 | loss: 0.0310951 | val_loss: 0.031179 | Time: 1779.29 ms
[2022-04-02 21:04:19 main:574] : INFO : Epoch 1982 | loss: 0.0310918 | val_loss: 0.0311728 | Time: 1784.1 ms
[2022-04-02 21:04:21 main:574] : INFO : Epoch 1983 | loss: 0.0310923 | val_loss: 0.0311769 | Time: 1780.8 ms
[2022-04-02 21:04:23 main:574] : INFO : Epoch 1984 | loss: 0.0310923 | val_loss: 0.0311746 | Time: 1782.37 ms
[2022-04-02 21:04:24 main:574] : INFO : Epoch 1985 | loss: 0.0310908 | val_loss: 0.0311838 | Time: 1797.61 ms
[2022-04-02 21:04:26 main:574] : INFO : Epoch 1986 | loss: 0.0310889 | val_loss: 0.0311836 | Time: 1814.56 ms
[2022-04-02 21:04:28 main:574] : INFO : Epoch 1987 | loss: 0.031092 | val_loss: 0.0311729 | Time: 1787.49 ms
[2022-04-02 21:04:30 main:574] : INFO : Epoch 1988 | loss: 0.0310918 | val_loss: 0.0311813 | Time: 1783.48 ms
[2022-04-02 21:04:32 main:574] : INFO : Epoch 1989 | loss: 0.0310908 | val_loss: 0.0311761 | Time: 1779.2 ms
[2022-04-02 21:04:33 main:574] : INFO : Epoch 1990 | loss: 0.0310964 | val_loss: 0.031173 | Time: 1788.57 ms
[2022-04-02 21:04:35 main:574] : INFO : Epoch 1991 | loss: 0.0310932 | val_loss: 0.0311716 | Time: 1814.8 ms
[2022-04-02 21:04:37 main:574] : INFO : Epoch 1992 | loss: 0.0310911 | val_loss: 0.0311721 | Time: 1767.71 ms
[2022-04-02 21:04:39 main:574] : INFO : Epoch 1993 | loss: 0.0310998 | val_loss: 0.031166 | Time: 1778.26 ms
[2022-04-02 21:04:41 main:574] : INFO : Epoch 1994 | loss: 0.0311041 | val_loss: 0.0311703 | Time: 1788.41 ms
[2022-04-02 21:04:42 main:574] : INFO : Epoch 1995 | loss: 0.0310998 | val_loss: 0.0311698 | Time: 1795.74 ms
[2022-04-02 21:04:44 main:574] : INFO : Epoch 1996 | loss: 0.031098 | val_loss: 0.0311742 | Time: 1806.2 ms
[2022-04-02 21:04:46 main:574] : INFO : Epoch 1997 | loss: 0.0310954 | val_loss: 0.031171 | Time: 1814.74 ms
[2022-04-02 21:04:48 main:574] : INFO : Epoch 1998 | loss: 0.0311046 | val_loss: 0.03117 | Time: 1810.95 ms
[2022-04-02 21:04:50 main:574] : INFO : Epoch 1999 | loss: 0.0311038 | val_loss: 0.0311831 | Time: 1778.15 ms
[2022-04-02 21:04:51 main:574] : INFO : Epoch 2000 | loss: 0.0311015 | val_loss: 0.0311694 | Time: 1775.27 ms
[2022-04-02 21:04:53 main:574] : INFO : Epoch 2001 | loss: 0.0310976 | val_loss: 0.0311754 | Time: 1786.25 ms
[2022-04-02 21:04:55 main:574] : INFO : Epoch 2002 | loss: 0.0310938 | val_loss: 0.0311725 | Time: 1775.51 ms
[2022-04-02 21:04:57 main:574] : INFO : Epoch 2003 | loss: 0.0310972 | val_loss: 0.0311716 | Time: 1793.84 ms
[2022-04-02 21:04:59 main:574] : INFO : Epoch 2004 | loss: 0.0310941 | val_loss: 0.0311839 | Time: 1774.92 ms
[2022-04-02 21:05:00 main:574] : INFO : Epoch 2005 | loss: 0.0310919 | val_loss: 0.0311784 | Time: 1790.94 ms
[2022-04-02 21:05:02 main:574] : INFO : Epoch 2006 | loss: 0.0310931 | val_loss: 0.0311749 | Time: 1803.18 ms
[2022-04-02 21:05:04 main:574] : INFO : Epoch 2007 | loss: 0.0310903 | val_loss: 0.0311867 | Time: 1785.99 ms
[2022-04-02 21:05:06 main:574] : INFO : Epoch 2008 | loss: 0.031096 | val_loss: 0.0311727 | Time: 1782.78 ms
[2022-04-02 21:05:07 main:574] : INFO : Epoch 2009 | loss: 0.0311041 | val_loss: 0.0311768 | Time: 1775.34 ms
[2022-04-02 21:05:09 main:574] : INFO : Epoch 2010 | loss: 0.0311034 | val_loss: 0.0311751 | Time: 1781.5 ms
[2022-04-02 21:05:11 main:574] : INFO : Epoch 2011 | loss: 0.0311046 | val_loss: 0.0311779 | Time: 1782.8 ms
[2022-04-02 21:05:13 main:574] : INFO : Epoch 2012 | loss: 0.0310979 | val_loss: 0.031176 | Time: 1789.03 ms
[2022-04-02 21:05:15 main:574] : INFO : Epoch 2013 | loss: 0.031095 | val_loss: 0.0311737 | Time: 1775.71 ms
[2022-04-02 21:05:16 main:574] : INFO : Epoch 2014 | loss: 0.0310975 | val_loss: 0.0311857 | Time: 1781.76 ms
[2022-04-02 21:05:18 main:574] : INFO : Epoch 2015 | loss: 0.0311006 | val_loss: 0.0311657 | Time: 1802.11 ms
[2022-04-02 21:05:20 main:574] : INFO : Epoch 2016 | loss: 0.031106 | val_loss: 0.0311757 | Time: 1788.54 ms
[2022-04-02 21:05:22 main:574] : INFO : Epoch 2017 | loss: 0.0311101 | val_loss: 0.0311749 | Time: 1783 ms
[2022-04-02 21:05:24 main:574] : INFO : Epoch 2018 | loss: 0.0311148 | val_loss: 0.0311712 | Time: 1794.74 ms
[2022-04-02 21:05:25 main:574] : INFO : Epoch 2019 | loss: 0.031117 | val_loss: 0.0311717 | Time: 1780.63 ms
[2022-04-02 21:05:27 main:574] : INFO : Epoch 2020 | loss: 0.0311274 | val_loss: 0.0311683 | Time: 1795.25 ms
[2022-04-02 21:05:29 main:574] : INFO : Epoch 2021 | loss: 0.0311197 | val_loss: 0.0311721 | Time: 1783.08 ms
[2022-04-02 21:05:31 main:574] : INFO : Epoch 2022 | loss: 0.0311194 | val_loss: 0.0311805 | Time: 1781.41 ms
[2022-04-02 21:05:33 main:574] : INFO : Epoch 2023 | loss: 0.0311643 | val_loss: 0.0311803 | Time: 1794.24 ms
[2022-04-02 21:05:34 main:574] : INFO : Epoch 2024 | loss: 0.0311643 | val_loss: 0.0311797 | Time: 1789.86 ms
[2022-04-02 21:05:36 main:574] : INFO : Epoch 2025 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 1794.08 ms
[2022-04-02 21:05:38 main:574] : INFO : Epoch 2026 | loss: 0.0311543 | val_loss: 0.0311646 | Time: 1782.8 ms
[2022-04-02 21:05:40 main:574] : INFO : Epoch 2027 | loss: 0.0311486 | val_loss: 0.0311618 | Time: 1801.14 ms
[2022-04-02 21:05:42 main:574] : INFO : Epoch 2028 | loss: 0.031145 | val_loss: 0.0311661 | Time: 1794.3 ms
[2022-04-02 21:05:43 main:574] : INFO : Epoch 2029 | loss: 0.0311409 | val_loss: 0.0311631 | Time: 1782.92 ms
[2022-04-02 21:05:45 main:574] : INFO : Epoch 2030 | loss: 0.0311338 | val_loss: 0.0311654 | Time: 1786.96 ms
[2022-04-02 21:05:47 main:574] : INFO : Epoch 2031 | loss: 0.0311311 | val_loss: 0.0311634 | Time: 1791.94 ms
[2022-04-02 21:05:49 main:574] : INFO : Epoch 2032 | loss: 0.0311297 | val_loss: 0.0311699 | Time: 1786.5 ms
[2022-04-02 21:05:51 main:574] : INFO : Epoch 2033 | loss: 0.0311269 | val_loss: 0.0311653 | Time: 1791.08 ms
[2022-04-02 21:05:52 main:574] : INFO : Epoch 2034 | loss: 0.0311232 | val_loss: 0.031167 | Time: 1801.71 ms
[2022-04-02 21:05:54 main:574] : INFO : Epoch 2035 | loss: 0.031122 | val_loss: 0.0311677 | Time: 1789.16 ms
[2022-04-02 21:05:56 main:574] : INFO : Epoch 2036 | loss: 0.0311342 | val_loss: 0.0311648 | Time: 1800.98 ms
[2022-04-02 21:05:58 main:574] : INFO : Epoch 2037 | loss: 0.0311307 | val_loss: 0.0311622 | Time: 1784.55 ms
[2022-04-02 21:05:59 main:574] : INFO : Epoch 2038 | loss: 0.0311277 | val_loss: 0.031167 | Time: 1786.48 ms
[2022-04-02 21:06:01 main:574] : INFO : Epoch 2039 | loss: 0.0311252 | val_loss: 0.0311683 | Time: 1791.5 ms
[2022-04-02 21:06:03 main:574] : INFO : Epoch 2040 | loss: 0.031123 | val_loss: 0.0311601 | Time: 1779.76 ms
[2022-04-02 21:06:05 main:574] : INFO : Epoch 2041 | loss: 0.0311181 | val_loss: 0.0311638 | Time: 1780.11 ms
[2022-04-02 21:06:07 main:574] : INFO : Epoch 2042 | loss: 0.0311223 | val_loss: 0.0311595 | Time: 1777.27 ms
[2022-04-02 21:06:08 main:574] : INFO : Epoch 2043 | loss: 0.0311229 | val_loss: 0.0311587 | Time: 1787.62 ms
[2022-04-02 21:06:10 main:574] : INFO : Epoch 2044 | loss: 0.0311205 | val_loss: 0.031159 | Time: 1790.77 ms
[2022-04-02 21:06:12 main:574] : INFO : Epoch 2045 | loss: 0.0311168 | val_loss: 0.0311685 | Time: 1790.88 ms
[2022-04-02 21:06:14 main:574] : INFO : Epoch 2046 | loss: 0.0311148 | val_loss: 0.0311613 | Time: 1789.22 ms
[2022-04-02 21:06:16 main:574] : INFO : Epoch 2047 | loss: 0.0311121 | val_loss: 0.0311616 | Time: 1790.98 ms
[2022-04-02 21:06:17 main:574] : INFO : Epoch 2048 | loss: 0.0311104 | val_loss: 0.0311679 | Time: 1782.1 ms
[2022-04-02 21:06:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679
[2022-04-02 21:06:17 main:603] : INFO : Saving end state to config to file
[2022-04-02 21:06:17 main:608] : INFO : Success, exiting..
21:06:17 (27564): 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)