Task 5373003
| Name | ParityMachine-1622596618-25612-3_0 |
| Workunit | 3242434 |
| Created | 18 Jun 2021, 15:52:37 UTC |
| Sent | 19 Jun 2021, 19:43:38 UTC |
| Report deadline | 26 Jun 2021, 19:43:38 UTC |
| Received | 20 Jun 2021, 11:31:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 1 min 54 sec |
| CPU time | 1 hours 1 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 21-06-20 06:16:00 main:581] : INFO : Epoch 1538 | loss: 0.0311635 | val_loss: 0.031171 | Time: 1850.68 ms [2021-06-20 06:16:02 main:581] : INFO : Epoch 1539 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1867.25 ms [2021-06-20 06:16:03 main:581] : INFO : Epoch 1540 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 1856.57 ms [2021-06-20 06:16:05 main:581] : INFO : Epoch 1541 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1848.8 ms [2021-06-20 06:16:07 main:581] : INFO : Epoch 1542 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 1851.25 ms [2021-06-20 06:16:09 main:581] : INFO : Epoch 1543 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1843.66 ms [2021-06-20 06:16:11 main:581] : INFO : Epoch 1544 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 1755.52 ms [2021-06-20 06:16:13 main:581] : INFO : Epoch 1545 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1861.08 ms [2021-06-20 06:16:14 main:581] : INFO : Epoch 1546 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 1870.25 ms [2021-06-20 06:16:16 main:581] : INFO : Epoch 1547 | loss: 0.0311658 | val_loss: 0.0311858 | Time: 1861.47 ms [2021-06-20 06:16:18 main:581] : INFO : Epoch 1548 | loss: 0.0311691 | val_loss: 0.0311688 | Time: 1804.36 ms [2021-06-20 06:16:20 main:581] : INFO : Epoch 1549 | loss: 0.0311627 | val_loss: 0.0311693 | Time: 1848.24 ms [2021-06-20 06:16:22 main:581] : INFO : Epoch 1550 | loss: 0.031164 | val_loss: 0.0311687 | Time: 1819.61 ms [2021-06-20 06:16:24 main:581] : INFO : Epoch 1551 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 1807.62 ms [2021-06-20 06:16:25 main:581] : INFO : Epoch 1552 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 1836.2 ms [2021-06-20 06:16:27 main:581] : INFO : Epoch 1553 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 1837.88 ms [2021-06-20 06:16:29 main:581] : INFO : Epoch 1554 | loss: 0.0311625 | val_loss: 0.0311679 | Time: 1842.85 ms [2021-06-20 06:16:31 main:581] : INFO : Epoch 1555 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 1735.98 ms [2021-06-20 06:16:33 main:581] : INFO : Epoch 1556 | loss: 0.031161 | val_loss: 0.0311698 | Time: 1800.44 ms [2021-06-20 06:16:35 main:581] : INFO : Epoch 1557 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 1842.82 ms [2021-06-20 06:16:36 main:581] : INFO : Epoch 1558 | loss: 0.0311634 | val_loss: 0.0311696 | Time: 1814.31 ms [2021-06-20 06:16:38 main:581] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.03117 | Time: 1828.17 ms [2021-06-20 06:16:40 main:581] : INFO : Epoch 1560 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 1842.55 ms [2021-06-20 06:16:42 main:581] : INFO : Epoch 1561 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1874.26 ms [2021-06-20 06:16:44 main:581] : INFO : Epoch 1562 | loss: 0.0311709 | val_loss: 0.0311707 | Time: 1845.34 ms [2021-06-20 06:16:45 main:581] : INFO : Epoch 1563 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1733.99 ms [2021-06-20 06:16:47 main:581] : INFO : Epoch 1564 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 1853.32 ms [2021-06-20 06:16:49 main:581] : INFO : Epoch 1565 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1805.48 ms [2021-06-20 06:16:51 main:581] : INFO : Epoch 1566 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1855.38 ms [2021-06-20 06:16:53 main:581] : INFO : Epoch 1567 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 1820.1 ms [2021-06-20 06:16:55 main:581] : INFO : Epoch 1568 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 1745.82 ms [2021-06-20 06:16:56 main:581] : INFO : Epoch 1569 | loss: 0.0311642 | val_loss: 0.0311698 | Time: 1860.54 ms [2021-06-20 06:16:58 main:581] : INFO : Epoch 1570 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 1766.5 ms [2021-06-20 06:17:00 main:581] : INFO : Epoch 1571 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 1812.16 ms [2021-06-20 06:17:02 main:581] : INFO : Epoch 1572 | loss: 0.031164 | val_loss: 0.0311711 | Time: 1843.75 ms [2021-06-20 06:17:04 main:581] : INFO : Epoch 1573 | loss: 0.031165 | val_loss: 0.031173 | Time: 1836.16 ms [2021-06-20 06:17:06 main:581] : INFO : Epoch 1574 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 1833.96 ms [2021-06-20 06:17:07 main:581] : INFO : Epoch 1575 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 1829.2 ms [2021-06-20 06:17:09 main:581] : INFO : Epoch 1576 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 1744.99 ms [2021-06-20 06:17:11 main:581] : INFO : Epoch 1577 | loss: 0.031163 | val_loss: 0.0311688 | Time: 1814.65 ms [2021-06-20 06:17:13 main:581] : INFO : Epoch 1578 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 1828.45 ms [2021-06-20 06:17:15 main:581] : INFO : Epoch 1579 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 1857 ms [2021-06-20 06:17:16 main:581] : INFO : Epoch 1580 | loss: 0.0311671 | val_loss: 0.0311828 | Time: 1833.27 ms [2021-06-20 06:17:18 main:581] : INFO : Epoch 1581 | loss: 0.0311728 | val_loss: 0.0311739 | Time: 1846.34 ms [2021-06-20 06:17:20 main:581] : INFO : Epoch 1582 | loss: 0.0311659 | val_loss: 0.0311689 | Time: 1735.29 ms [2021-06-20 06:17:22 main:581] : INFO : Epoch 1583 | loss: 0.031164 | val_loss: 0.0311716 | Time: 1823.86 ms [2021-06-20 06:17:24 main:581] : INFO : Epoch 1584 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 1842.85 ms [2021-06-20 06:17:25 main:581] : INFO : Epoch 1585 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 1812.97 ms [2021-06-20 06:17:27 main:581] : INFO : Epoch 1586 | loss: 0.0311635 | val_loss: 0.0311689 | Time: 1800.31 ms [2021-06-20 06:17:29 main:581] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 1752.44 ms [2021-06-20 06:17:31 main:581] : INFO : Epoch 1588 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 1823.09 ms [2021-06-20 06:17:33 main:581] : INFO : Epoch 1589 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 1850.95 ms [2021-06-20 06:17:35 main:581] : INFO : Epoch 1590 | loss: 0.0311679 | val_loss: 0.0311694 | Time: 1846.08 ms [2021-06-20 06:17:36 main:581] : INFO : Epoch 1591 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 1842.57 ms [2021-06-20 06:17:38 main:581] : INFO : Epoch 1592 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 1851.86 ms [2021-06-20 06:17:40 main:581] : INFO : Epoch 1593 | loss: 0.031163 | val_loss: 0.0311678 | Time: 1731.11 ms [2021-06-20 06:17:42 main:581] : INFO : Epoch 1594 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1849.61 ms [2021-06-20 06:17:44 main:581] : INFO : Epoch 1595 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 1817.5 ms [2021-06-20 06:17:45 main:581] : INFO : Epoch 1596 | loss: 0.0311712 | val_loss: 0.0311704 | Time: 1832.65 ms [2021-06-20 06:17:47 main:581] : INFO : Epoch 1597 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 1799.3 ms [2021-06-20 06:17:49 main:581] : INFO : Epoch 1598 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 1855.87 ms [2021-06-20 06:17:51 main:581] : INFO : Epoch 1599 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 1817.65 ms [2021-06-20 06:17:53 main:581] : INFO : Epoch 1600 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 1886.18 ms [2021-06-20 06:17:55 main:581] : INFO : Epoch 1601 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1847.61 ms [2021-06-20 06:17:56 main:581] : INFO : Epoch 1602 | loss: 0.031163 | val_loss: 0.0311774 | Time: 1767.48 ms [2021-06-20 06:17:58 main:581] : INFO : Epoch 1603 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 1846.2 ms [2021-06-20 06:18:00 main:581] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 1844.65 ms [2021-06-20 06:18:02 main:581] : INFO : Epoch 1605 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1857.55 ms [2021-06-20 06:18:04 main:581] : INFO : Epoch 1606 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 1871.97 ms [2021-06-20 06:18:06 main:581] : INFO : Epoch 1607 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 1846.29 ms [2021-06-20 06:18:07 main:581] : INFO : Epoch 1608 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1755.78 ms [2021-06-20 06:18:09 main:581] : INFO : Epoch 1609 | loss: 0.0311622 | val_loss: 0.031169 | Time: 1916.81 ms [2021-06-20 06:18:11 main:581] : INFO : Epoch 1610 | loss: 0.0311618 | val_loss: 0.0311693 | Time: 1818.23 ms [2021-06-20 06:18:13 main:581] : INFO : Epoch 1611 | loss: 0.0311614 | val_loss: 0.0311702 | Time: 1714.31 ms [2021-06-20 06:18:15 main:581] : INFO : Epoch 1612 | loss: 0.031161 | val_loss: 0.0311693 | Time: 1855.21 ms [2021-06-20 06:18:17 main:581] : INFO : Epoch 1613 | loss: 0.031161 | val_loss: 0.0311697 | Time: 1856.45 ms [2021-06-20 06:18:18 main:581] : INFO : Epoch 1614 | loss: 0.031161 | val_loss: 0.0311694 | Time: 1841.56 ms [2021-06-20 06:18:20 main:581] : INFO : Epoch 1615 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 1789.5 ms [2021-06-20 06:18:22 main:581] : INFO : Epoch 1616 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 1843.31 ms [2021-06-20 06:18:24 main:581] : INFO : Epoch 1617 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1837.99 ms [2021-06-20 06:18:26 main:581] : INFO : Epoch 1618 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 1769.9 ms [2021-06-20 06:18:28 main:581] : INFO : Epoch 1619 | loss: 0.0311619 | val_loss: 0.0311714 | Time: 1850.91 ms [2021-06-20 06:18:29 main:581] : INFO : Epoch 1620 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1805.96 ms [2021-06-20 06:18:31 main:581] : INFO : Epoch 1621 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 1799.84 ms [2021-06-20 06:18:33 main:581] : INFO : Epoch 1622 | loss: 0.0311697 | val_loss: 0.031172 | Time: 1775.38 ms [2021-06-20 06:18:35 main:581] : INFO : Epoch 1623 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 1851.57 ms [2021-06-20 06:18:37 main:581] : INFO : Epoch 1624 | loss: 0.0311634 | val_loss: 0.031169 | Time: 1779.27 ms [2021-06-20 06:18:38 main:581] : INFO : Epoch 1625 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 1821.4 ms [2021-06-20 06:18:40 main:581] : INFO : Epoch 1626 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 1807.45 ms [2021-06-20 06:18:42 main:581] : INFO : Epoch 1627 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 1823.71 ms [2021-06-20 06:18:44 main:581] : INFO : Epoch 1628 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 1819.99 ms [2021-06-20 06:18:46 main:581] : INFO : Epoch 1629 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 1827.35 ms [2021-06-20 06:18:48 main:581] : INFO : Epoch 1630 | loss: 0.0311626 | val_loss: 0.0311702 | Time: 1825.59 ms [2021-06-20 06:18:49 main:581] : INFO : Epoch 1631 | loss: 0.0311626 | val_loss: 0.031169 | Time: 1840.57 ms [2021-06-20 06:18:51 main:581] : INFO : Epoch 1632 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 1852.41 ms [2021-06-20 06:18:53 main:581] : INFO : Epoch 1633 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 1884.39 ms [2021-06-20 06:18:55 main:581] : INFO : Epoch 1634 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 1826.34 ms [2021-06-20 06:18:57 main:581] : INFO : Epoch 1635 | loss: 0.0311653 | val_loss: 0.0311733 | Time: 1837.85 ms [2021-06-20 06:18:59 main:581] : INFO : Epoch 1636 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 1821.17 ms [2021-06-20 06:19:00 main:581] : INFO : Epoch 1637 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 1837.81 ms [2021-06-20 06:19:02 main:581] : INFO : Epoch 1638 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1844.4 ms [2021-06-20 06:19:04 main:581] : INFO : Epoch 1639 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 1837.72 ms [2021-06-20 06:19:06 main:581] : INFO : Epoch 1640 | loss: 0.031163 | val_loss: 0.0311702 | Time: 1777.69 ms [2021-06-20 06:19:08 main:581] : INFO : Epoch 1641 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 1809.71 ms [2021-06-20 06:19:10 main:581] : INFO : Epoch 1642 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 1834.74 ms [2021-06-20 06:19:11 main:581] : INFO : Epoch 1643 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 1862.05 ms [2021-06-20 06:19:13 main:581] : INFO : Epoch 1644 | loss: 0.0311639 | val_loss: 0.0311695 | Time: 1770.1 ms [2021-06-20 06:19:15 main:581] : INFO : Epoch 1645 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 1875.56 ms [2021-06-20 06:19:17 main:581] : INFO : Epoch 1646 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1873.77 ms [2021-06-20 06:19:19 main:581] : INFO : Epoch 1647 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 1805.38 ms [2021-06-20 06:19:21 main:581] : INFO : Epoch 1648 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1837.17 ms [2021-06-20 06:19:22 main:581] : INFO : Epoch 1649 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 1861.19 ms [2021-06-20 06:19:24 main:581] : INFO : Epoch 1650 | loss: 0.0311631 | val_loss: 0.03117 | Time: 1825.49 ms [2021-06-20 06:19:26 main:581] : INFO : Epoch 1651 | loss: 0.0311632 | val_loss: 0.031169 | Time: 1815.78 ms [2021-06-20 06:19:28 main:581] : INFO : Epoch 1652 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 1842.53 ms [2021-06-20 06:19:30 main:581] : INFO : Epoch 1653 | loss: 0.031162 | val_loss: 0.031168 | Time: 1856 ms [2021-06-20 06:19:32 main:581] : INFO : Epoch 1654 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 1810.5 ms [2021-06-20 06:19:33 main:581] : INFO : Epoch 1655 | loss: 0.0311616 | val_loss: 0.0311667 | Time: 1839.89 ms [2021-06-20 06:19:35 main:581] : INFO : Epoch 1656 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 1851.56 ms [2021-06-20 06:19:37 main:581] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311672 | Time: 1874.08 ms [2021-06-20 06:19:39 main:581] : INFO : Epoch 1658 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 1762.53 ms [2021-06-20 06:19:41 main:581] : INFO : Epoch 1659 | loss: 0.0311668 | val_loss: 0.0311818 | Time: 1827.89 ms [2021-06-20 06:19:43 main:581] : INFO : Epoch 1660 | loss: 0.0311695 | val_loss: 0.0311727 | Time: 1834.8 ms [2021-06-20 06:19:44 main:581] : INFO : Epoch 1661 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 1862.28 ms [2021-06-20 06:19:46 main:581] : INFO : Epoch 1662 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 1852.25 ms [2021-06-20 06:19:48 main:581] : INFO : Epoch 1663 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 1822.65 ms [2021-06-20 06:19:50 main:581] : INFO : Epoch 1664 | loss: 0.031162 | val_loss: 0.0311707 | Time: 1818.3 ms [2021-06-20 06:19:52 main:581] : INFO : Epoch 1665 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 1850.36 ms [2021-06-20 06:19:53 main:581] : INFO : Epoch 1666 | loss: 0.0311627 | val_loss: 0.0311709 | Time: 1749.78 ms [2021-06-20 06:19:55 main:581] : INFO : Epoch 1667 | loss: 0.0311639 | val_loss: 0.031172 | Time: 1835.42 ms [2021-06-20 06:19:57 main:581] : INFO : Epoch 1668 | loss: 0.031162 | val_loss: 0.0311718 | Time: 1842.84 ms [2021-06-20 06:19:59 main:581] : INFO : Epoch 1669 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 1799.12 ms [2021-06-20 06:20:01 main:581] : INFO : Epoch 1670 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 1866.38 ms [2021-06-20 06:20:03 main:581] : INFO : Epoch 1671 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 1849.49 ms [2021-06-20 06:20:04 main:581] : INFO : Epoch 1672 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 1705.79 ms [2021-06-20 06:20:06 main:581] : INFO : Epoch 1673 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1664.23 ms [2021-06-20 06:20:08 main:581] : INFO : Epoch 1674 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 1842.58 ms [2021-06-20 06:20:10 main:581] : INFO : Epoch 1675 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 1839.54 ms [2021-06-20 06:20:12 main:581] : INFO : Epoch 1676 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 1832.4 ms [2021-06-20 06:20:13 main:581] : INFO : Epoch 1677 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1739.94 ms [2021-06-20 06:20:15 main:581] : INFO : Epoch 1678 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1788.77 ms [2021-06-20 06:20:17 main:581] : INFO : Epoch 1679 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1669.55 ms [2021-06-20 06:20:19 main:581] : INFO : Epoch 1680 | loss: 0.0311638 | val_loss: 0.0311703 | Time: 1790.62 ms [2021-06-20 06:20:20 main:581] : INFO : Epoch 1681 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 1818.64 ms [2021-06-20 06:20:22 main:581] : INFO : Epoch 1682 | loss: 0.0311613 | val_loss: 0.03117 | Time: 1840.78 ms [2021-06-20 06:20:24 main:581] : INFO : Epoch 1683 | loss: 0.0311606 | val_loss: 0.031171 | Time: 1822.56 ms [2021-06-20 06:20:26 main:581] : INFO : Epoch 1684 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 1793.77 ms [2021-06-20 06:20:28 main:581] : INFO : Epoch 1685 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 1831.59 ms [2021-06-20 06:20:30 main:581] : INFO : Epoch 1686 | loss: 0.0311623 | val_loss: 0.0311724 | Time: 1845.23 ms [2021-06-20 06:20:31 main:581] : INFO : Epoch 1687 | loss: 0.031161 | val_loss: 0.0311713 | Time: 1803.18 ms [2021-06-20 06:20:33 main:581] : INFO : Epoch 1688 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 1844.5 ms [2021-06-20 06:20:35 main:581] : INFO : Epoch 1689 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1858.65 ms [2021-06-20 06:20:37 main:581] : INFO : Epoch 1690 | loss: 0.031161 | val_loss: 0.0311718 | Time: 1790.42 ms [2021-06-20 06:20:39 main:581] : INFO : Epoch 1691 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 1819.71 ms [2021-06-20 06:20:40 main:581] : INFO : Epoch 1692 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 1841.79 ms [2021-06-20 06:20:42 main:581] : INFO : Epoch 1693 | loss: 0.0311614 | val_loss: 0.031171 | Time: 1837.18 ms [2021-06-20 06:20:44 main:581] : INFO : Epoch 1694 | loss: 0.031162 | val_loss: 0.0311706 | Time: 1833.58 ms [2021-06-20 06:20:46 main:581] : INFO : Epoch 1695 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 1859.66 ms [2021-06-20 06:20:48 main:581] : INFO : Epoch 1696 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 1853.88 ms [2021-06-20 06:20:50 main:581] : INFO : Epoch 1697 | loss: 0.0311638 | val_loss: 0.031172 | Time: 1829.25 ms [2021-06-20 06:20:52 main:581] : INFO : Epoch 1698 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 1862.64 ms [2021-06-20 06:20:53 main:581] : INFO : Epoch 1699 | loss: 0.0311631 | val_loss: 0.0311685 | Time: 1870.31 ms [2021-06-20 06:20:55 main:581] : INFO : Epoch 1700 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 1808.1 ms [2021-06-20 06:20:57 main:581] : INFO : Epoch 1701 | loss: 0.031163 | val_loss: 0.0311686 | Time: 1775.36 ms [2021-06-20 06:20:59 main:581] : INFO : Epoch 1702 | loss: 0.031163 | val_loss: 0.031171 | Time: 1826.3 ms [2021-06-20 06:21:01 main:581] : INFO : Epoch 1703 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 1818.49 ms [2021-06-20 06:21:02 main:581] : INFO : Epoch 1704 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 1834.41 ms [2021-06-20 06:21:04 main:581] : INFO : Epoch 1705 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1852.18 ms [2021-06-20 06:21:06 main:581] : INFO : Epoch 1706 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 1825.12 ms [2021-06-20 06:21:08 main:581] : INFO : Epoch 1707 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 1849.26 ms [2021-06-20 06:21:10 main:581] : INFO : Epoch 1708 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 1868.46 ms [2021-06-20 06:21:12 main:581] : INFO : Epoch 1709 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 1849.18 ms [2021-06-20 06:21:14 main:581] : INFO : Epoch 1710 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 1842 ms [2021-06-20 06:21:15 main:581] : INFO : Epoch 1711 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 1829.54 ms [2021-06-20 06:21:17 main:581] : INFO : Epoch 1712 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 1805.75 ms [2021-06-20 06:21:19 main:581] : INFO : Epoch 1713 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 1915.73 ms [2021-06-20 06:21:21 main:581] : INFO : Epoch 1714 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 1784.51 ms [2021-06-20 06:21:23 main:581] : INFO : Epoch 1715 | loss: 0.0311609 | val_loss: 0.0311702 | Time: 1841.57 ms [2021-06-20 06:21:25 main:581] : INFO : Epoch 1716 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1859.4 ms [2021-06-20 06:21:26 main:581] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1836.91 ms [2021-06-20 06:21:28 main:581] : INFO : Epoch 1718 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 1825.45 ms [2021-06-20 06:21:30 main:581] : INFO : Epoch 1719 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 1824.63 ms [2021-06-20 06:21:32 main:581] : INFO : Epoch 1720 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 1810.7 ms [2021-06-20 06:21:34 main:581] : INFO : Epoch 1721 | loss: 0.0311653 | val_loss: 0.0311709 | Time: 1684.88 ms [2021-06-20 06:21:35 main:581] : INFO : Epoch 1722 | loss: 0.0311643 | val_loss: 0.0311772 | Time: 1712.54 ms [2021-06-20 06:21:37 main:581] : INFO : Epoch 1723 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 1862.83 ms [2021-06-20 06:21:39 main:581] : INFO : Epoch 1724 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 1726.17 ms [2021-06-20 06:21:41 main:581] : INFO : Epoch 1725 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 1685.62 ms [2021-06-20 06:21:42 main:581] : INFO : Epoch 1726 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 1767.01 ms [2021-06-20 06:21:44 main:581] : INFO : Epoch 1727 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 1862.39 ms [2021-06-20 06:21:46 main:581] : INFO : Epoch 1728 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 1879.19 ms [2021-06-20 06:21:48 main:581] : INFO : Epoch 1729 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 1840.52 ms [2021-06-20 06:21:50 main:581] : INFO : Epoch 1730 | loss: 0.0311616 | val_loss: 0.03117 | Time: 1860.9 ms [2021-06-20 06:21:52 main:581] : INFO : Epoch 1731 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 1841.43 ms [2021-06-20 06:21:53 main:581] : INFO : Epoch 1732 | loss: 0.0311624 | val_loss: 0.031175 | Time: 1859.74 ms [2021-06-20 06:21:55 main:581] : INFO : Epoch 1733 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 1839.11 ms [2021-06-20 06:21:57 main:581] : INFO : Epoch 1734 | loss: 0.031162 | val_loss: 0.0311724 | Time: 1806.64 ms [2021-06-20 06:21:59 main:581] : INFO : Epoch 1735 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 1863.73 ms [2021-06-20 06:22:01 main:581] : INFO : Epoch 1736 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 1840.17 ms [2021-06-20 06:22:03 main:581] : INFO : Epoch 1737 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 1772.61 ms [2021-06-20 06:22:04 main:581] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 1825.09 ms [2021-06-20 06:22:06 main:581] : INFO : Epoch 1739 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 1820.91 ms [2021-06-20 06:22:08 main:581] : INFO : Epoch 1740 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 1838.6 ms [2021-06-20 06:22:10 main:581] : INFO : Epoch 1741 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 1825.69 ms [2021-06-20 06:22:12 main:581] : INFO : Epoch 1742 | loss: 0.031164 | val_loss: 0.0311689 | Time: 1764.39 ms [2021-06-20 06:22:13 main:581] : INFO : Epoch 1743 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 1772.64 ms [2021-06-20 06:22:15 main:581] : INFO : Epoch 1744 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1780.85 ms [2021-06-20 06:22:17 main:581] : INFO : Epoch 1745 | loss: 0.031164 | val_loss: 0.0311746 | Time: 1825.65 ms [2021-06-20 06:22:19 main:581] : INFO : Epoch 1746 | loss: 0.031165 | val_loss: 0.0311701 | Time: 1851.98 ms [2021-06-20 06:22:21 main:581] : INFO : Epoch 1747 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1747.17 ms [2021-06-20 06:22:23 main:581] : INFO : Epoch 1748 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 1838.97 ms [2021-06-20 06:22:24 main:581] : INFO : Epoch 1749 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1813.34 ms [2021-06-20 06:22:26 main:581] : INFO : Epoch 1750 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1656.3 ms [2021-06-20 06:22:28 main:581] : INFO : Epoch 1751 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 1755.65 ms [2021-06-20 06:22:30 main:581] : INFO : Epoch 1752 | loss: 0.0311632 | val_loss: 0.0311663 | Time: 1852.62 ms [2021-06-20 06:22:31 main:581] : INFO : Epoch 1753 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 1851.82 ms [2021-06-20 06:22:33 main:581] : INFO : Epoch 1754 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 1834.16 ms [2021-06-20 06:22:35 main:581] : INFO : Epoch 1755 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 1775.16 ms [2021-06-20 06:22:37 main:581] : INFO : Epoch 1756 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 1750.86 ms [2021-06-20 06:22:39 main:581] : INFO : Epoch 1757 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 1744.13 ms [2021-06-20 06:22:40 main:581] : INFO : Epoch 1758 | loss: 0.0311637 | val_loss: 0.031174 | Time: 1841.09 ms [2021-06-20 06:22:42 main:581] : INFO : Epoch 1759 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 1797.79 ms [2021-06-20 06:22:44 main:581] : INFO : Epoch 1760 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 1957.55 ms [2021-06-20 06:22:46 main:581] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1786.84 ms [2021-06-20 06:22:48 main:581] : INFO : Epoch 1762 | loss: 0.0311641 | val_loss: 0.0311725 | Time: 1800.54 ms [2021-06-20 06:22:50 main:581] : INFO : Epoch 1763 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 1851.36 ms [2021-06-20 06:22:51 main:581] : INFO : Epoch 1764 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 1831.72 ms [2021-06-20 06:22:53 main:581] : INFO : Epoch 1765 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 1862.91 ms [2021-06-20 06:22:55 main:581] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 1862.24 ms [2021-06-20 06:22:57 main:581] : INFO : Epoch 1767 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1839.37 ms [2021-06-20 06:22:59 main:581] : INFO : Epoch 1768 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 1821.24 ms [2021-06-20 06:23:01 main:581] : INFO : Epoch 1769 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1791.9 ms [2021-06-20 06:23:02 main:581] : INFO : Epoch 1770 | loss: 0.031163 | val_loss: 0.0311721 | Time: 1863.12 ms [2021-06-20 06:23:04 main:581] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311738 | Time: 1837.26 ms [2021-06-20 06:23:06 main:581] : INFO : Epoch 1772 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 1855.73 ms [2021-06-20 06:23:08 main:581] : INFO : Epoch 1773 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 1841.01 ms [2021-06-20 06:23:10 main:581] : INFO : Epoch 1774 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 1784.27 ms [2021-06-20 06:23:12 main:581] : INFO : Epoch 1775 | loss: 0.0311627 | val_loss: 0.0311765 | Time: 1778.38 ms [2021-06-20 06:23:13 main:581] : INFO : Epoch 1776 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 1810.38 ms [2021-06-20 06:23:15 main:581] : INFO : Epoch 1777 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 1823.81 ms [2021-06-20 06:23:17 main:581] : INFO : Epoch 1778 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 1744.59 ms [2021-06-20 06:23:19 main:581] : INFO : Epoch 1779 | loss: 0.0311614 | val_loss: 0.0311716 | Time: 1861.52 ms [2021-06-20 06:23:21 main:581] : INFO : Epoch 1780 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 1853.88 ms [2021-06-20 06:23:22 main:581] : INFO : Epoch 1781 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 1850.95 ms [2021-06-20 06:23:24 main:581] : INFO : Epoch 1782 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 1848.31 ms [2021-06-20 06:23:26 main:581] : INFO : Epoch 1783 | loss: 0.0311659 | val_loss: 0.031173 | Time: 1838.4 ms [2021-06-20 06:23:28 main:581] : INFO : Epoch 1784 | loss: 0.0311642 | val_loss: 0.0311723 | Time: 1807.46 ms [2021-06-20 06:23:30 main:581] : INFO : Epoch 1785 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1850.74 ms [2021-06-20 06:23:32 main:581] : INFO : Epoch 1786 | loss: 0.0311642 | val_loss: 0.031173 | Time: 1879.53 ms [2021-06-20 06:23:34 main:581] : INFO : Epoch 1787 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1831.98 ms [2021-06-20 06:23:35 main:581] : INFO : Epoch 1788 | loss: 0.031164 | val_loss: 0.0311719 | Time: 1812.5 ms [2021-06-20 06:23:37 main:581] : INFO : Epoch 1789 | loss: 0.031164 | val_loss: 0.0311789 | Time: 1820.34 ms [2021-06-20 06:23:39 main:581] : INFO : Epoch 1790 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 1844.3 ms [2021-06-20 06:23:41 main:581] : INFO : Epoch 1791 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 1857.26 ms [2021-06-20 06:23:43 main:581] : INFO : Epoch 1792 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 1752.06 ms [2021-06-20 06:23:44 main:581] : INFO : Epoch 1793 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 1842.33 ms [2021-06-20 06:23:46 main:581] : INFO : Epoch 1794 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 1833.36 ms [2021-06-20 06:23:48 main:581] : INFO : Epoch 1795 | loss: 0.031164 | val_loss: 0.0311705 | Time: 1789.03 ms [2021-06-20 06:23:50 main:581] : INFO : Epoch 1796 | loss: 0.0311642 | val_loss: 0.0311739 | Time: 1830.82 ms [2021-06-20 06:23:51 main:581] : INFO : Epoch 1797 | loss: 0.031164 | val_loss: 0.0311712 | Time: 1490.38 ms [2021-06-20 06:23:53 main:581] : INFO : Epoch 1798 | loss: 0.031162 | val_loss: 0.0311709 | Time: 1661.49 ms [2021-06-20 06:23:55 main:581] : INFO : Epoch 1799 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1500.04 ms [2021-06-20 06:23:56 main:581] : INFO : Epoch 1800 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 1535.97 ms [2021-06-20 06:23:58 main:581] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 1546.26 ms [2021-06-20 06:24:00 main:581] : INFO : Epoch 1802 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 1847.2 ms [2021-06-20 06:24:01 main:581] : INFO : Epoch 1803 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1835.19 ms [2021-06-20 06:24:03 main:581] : INFO : Epoch 1804 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 1848.93 ms [2021-06-20 06:24:05 main:581] : INFO : Epoch 1805 | loss: 0.031161 | val_loss: 0.0311709 | Time: 1777 ms [2021-06-20 06:24:07 main:581] : INFO : Epoch 1806 | loss: 0.031161 | val_loss: 0.0311695 | Time: 1806.69 ms [2021-06-20 06:24:09 main:581] : INFO : Epoch 1807 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 1831.94 ms [2021-06-20 06:24:10 main:581] : INFO : Epoch 1808 | loss: 0.031162 | val_loss: 0.0311728 | Time: 1818.14 ms [2021-06-20 06:24:12 main:581] : INFO : Epoch 1809 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 1557.09 ms [2021-06-20 06:24:14 main:581] : INFO : Epoch 1810 | loss: 0.0311616 | val_loss: 0.0311706 | Time: 1645.37 ms [2021-06-20 06:24:15 main:581] : INFO : Epoch 1811 | loss: 0.031162 | val_loss: 0.0311728 | Time: 1502.42 ms [2021-06-20 06:24:17 main:581] : INFO : Epoch 1812 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1607.13 ms [2021-06-20 06:24:19 main:581] : INFO : Epoch 1813 | loss: 0.031164 | val_loss: 0.0311798 | Time: 1755.23 ms [2021-06-20 06:24:20 main:581] : INFO : Epoch 1814 | loss: 0.0311651 | val_loss: 0.0311806 | Time: 1496.74 ms [2021-06-20 06:24:22 main:581] : INFO : Epoch 1815 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 1720.79 ms [2021-06-20 06:24:23 main:581] : INFO : Epoch 1816 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 1666.8 ms [2021-06-20 06:24:25 main:581] : INFO : Epoch 1817 | loss: 0.0311607 | val_loss: 0.031171 | Time: 1517.09 ms [2021-06-20 06:24:27 main:581] : INFO : Epoch 1818 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 1624.14 ms [2021-06-20 06:24:28 main:581] : INFO : Epoch 1819 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1608.03 ms [2021-06-20 06:24:30 main:581] : INFO : Epoch 1820 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 1733.97 ms [2021-06-20 06:24:31 main:581] : INFO : Epoch 1821 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 1553.24 ms [2021-06-20 06:24:33 main:581] : INFO : Epoch 1822 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 1486.32 ms [2021-06-20 06:24:35 main:581] : INFO : Epoch 1823 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 1695.47 ms [2021-06-20 06:24:36 main:581] : INFO : Epoch 1824 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1869.91 ms [2021-06-20 06:24:38 main:581] : INFO : Epoch 1825 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1697.93 ms [2021-06-20 06:24:40 main:581] : INFO : Epoch 1826 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 1555.32 ms [2021-06-20 06:24:41 main:581] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311695 | Time: 1478.27 ms [2021-06-20 06:24:43 main:581] : INFO : Epoch 1828 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 1783.69 ms [2021-06-20 06:24:45 main:581] : INFO : Epoch 1829 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 1682.81 ms [2021-06-20 06:24:46 main:581] : INFO : Epoch 1830 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 1480.03 ms [2021-06-20 06:24:48 main:581] : INFO : Epoch 1831 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 1560.92 ms [2021-06-20 06:24:49 main:581] : INFO : Epoch 1832 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 1627.08 ms [2021-06-20 06:24:51 main:581] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311717 | Time: 1843.01 ms [2021-06-20 06:24:53 main:581] : INFO : Epoch 1834 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 1856.56 ms [2021-06-20 06:24:55 main:581] : INFO : Epoch 1835 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1839.2 ms [2021-06-20 06:24:57 main:581] : INFO : Epoch 1836 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 1810.1 ms [2021-06-20 06:24:58 main:581] : INFO : Epoch 1837 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1677.84 ms [2021-06-20 06:25:00 main:581] : INFO : Epoch 1838 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1832.58 ms [2021-06-20 06:25:02 main:581] : INFO : Epoch 1839 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 1848.77 ms [2021-06-20 06:25:04 main:581] : INFO : Epoch 1840 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1839.72 ms [2021-06-20 06:25:06 main:581] : INFO : Epoch 1841 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1838.88 ms [2021-06-20 06:25:07 main:581] : INFO : Epoch 1842 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 1566.67 ms [2021-06-20 06:25:09 main:581] : INFO : Epoch 1843 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 1532.84 ms [2021-06-20 06:25:11 main:581] : INFO : Epoch 1844 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 1769.96 ms [2021-06-20 06:25:12 main:581] : INFO : Epoch 1845 | loss: 0.0311678 | val_loss: 0.0311714 | Time: 1660.1 ms [2021-06-20 06:25:14 main:581] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 1748.76 ms [2021-06-20 06:25:16 main:581] : INFO : Epoch 1847 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1501.03 ms [2021-06-20 06:25:17 main:581] : INFO : Epoch 1848 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 1466.24 ms [2021-06-20 06:25:19 main:581] : INFO : Epoch 1849 | loss: 0.0311636 | val_loss: 0.0311705 | Time: 1681.38 ms [2021-06-20 06:25:20 main:581] : INFO : Epoch 1850 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1520.25 ms [2021-06-20 06:25:22 main:581] : INFO : Epoch 1851 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 1842.52 ms [2021-06-20 06:25:24 main:581] : INFO : Epoch 1852 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 1838.52 ms [2021-06-20 06:25:26 main:581] : INFO : Epoch 1853 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 1880.55 ms [2021-06-20 06:25:27 main:581] : INFO : Epoch 1854 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 1652.68 ms [2021-06-20 06:25:29 main:581] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 1512.76 ms [2021-06-20 06:25:30 main:581] : INFO : Epoch 1856 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1573.86 ms [2021-06-20 06:25:32 main:581] : INFO : Epoch 1857 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 1811.65 ms [2021-06-20 06:25:34 main:581] : INFO : Epoch 1858 | loss: 0.0314595 | val_loss: 0.0316785 | Time: 1898.17 ms [2021-06-20 06:25:36 main:581] : INFO : Epoch 1859 | loss: 0.0814264 | val_loss: 0.10092 | Time: 1803.76 ms [2021-06-20 06:25:38 main:581] : INFO : Epoch 1860 | loss: 0.0430513 | val_loss: 0.0332079 | Time: 1835.3 ms [2021-06-20 06:25:40 main:581] : INFO : Epoch 1861 | loss: 0.0323567 | val_loss: 0.0314559 | Time: 1835.17 ms [2021-06-20 06:25:42 main:581] : INFO : Epoch 1862 | loss: 0.0314139 | val_loss: 0.0313062 | Time: 1846.41 ms [2021-06-20 06:25:43 main:581] : INFO : Epoch 1863 | loss: 0.0312806 | val_loss: 0.0312638 | Time: 1743.72 ms [2021-06-20 06:25:45 main:581] : INFO : Epoch 1864 | loss: 0.031259 | val_loss: 0.0312554 | Time: 1611.43 ms [2021-06-20 06:25:47 main:581] : INFO : Epoch 1865 | loss: 0.0312539 | val_loss: 0.0312529 | Time: 1730.31 ms [2021-06-20 06:25:48 main:581] : INFO : Epoch 1866 | loss: 0.0312529 | val_loss: 0.0312524 | Time: 1505.74 ms [2021-06-20 06:25:50 main:581] : INFO : Epoch 1867 | loss: 0.0312524 | val_loss: 0.031252 | Time: 1581.63 ms [2021-06-20 06:25:51 main:581] : INFO : Epoch 1868 | loss: 0.031252 | val_loss: 0.0312516 | Time: 1491.2 ms [2021-06-20 06:25:53 main:581] : INFO : Epoch 1869 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1809.8 ms [2021-06-20 06:25:55 main:581] : INFO : Epoch 1870 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1852.7 ms [2021-06-20 06:25:57 main:581] : INFO : Epoch 1871 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1843.23 ms [2021-06-20 06:25:59 main:581] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1835.88 ms [2021-06-20 06:26:00 main:581] : INFO : Epoch 1873 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1833.38 ms [2021-06-20 06:26:02 main:581] : INFO : Epoch 1874 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1753.7 ms [2021-06-20 06:26:04 main:581] : INFO : Epoch 1875 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1481.64 ms [2021-06-20 06:26:05 main:581] : INFO : Epoch 1876 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1716.56 ms [2021-06-20 06:26:07 main:581] : INFO : Epoch 1877 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1881.5 ms [2021-06-20 06:26:09 main:581] : INFO : Epoch 1878 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1549.82 ms [2021-06-20 06:26:10 main:581] : INFO : Epoch 1879 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1659.49 ms [2021-06-20 06:26:12 main:581] : INFO : Epoch 1880 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 1831.71 ms [2021-06-20 06:26:14 main:581] : INFO : Epoch 1881 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1546.11 ms [2021-06-20 06:26:15 main:581] : INFO : Epoch 1882 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1493.05 ms [2021-06-20 06:26:17 main:581] : INFO : Epoch 1883 | loss: 0.031245 | val_loss: 0.0312449 | Time: 1479.52 ms [2021-06-20 06:26:18 main:581] : INFO : Epoch 1884 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 1491.6 ms [2021-06-20 06:26:20 main:581] : INFO : Epoch 1885 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1473.07 ms [2021-06-20 06:26:22 main:581] : INFO : Epoch 1886 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 1829.56 ms [2021-06-20 06:26:23 main:581] : INFO : Epoch 1887 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 1641.82 ms [2021-06-20 06:26:25 main:581] : INFO : Epoch 1888 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 1501.43 ms [2021-06-20 06:26:26 main:581] : INFO : Epoch 1889 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 1673.71 ms [2021-06-20 06:26:28 main:581] : INFO : Epoch 1890 | loss: 0.0312413 | val_loss: 0.0312416 | Time: 1516.75 ms [2021-06-20 06:26:29 main:581] : INFO : Epoch 1891 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 1482.23 ms [2021-06-20 06:26:31 main:581] : INFO : Epoch 1892 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1512.05 ms [2021-06-20 06:26:32 main:581] : INFO : Epoch 1893 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1494.25 ms [2021-06-20 06:26:34 main:581] : INFO : Epoch 1894 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 1656.73 ms [2021-06-20 06:26:36 main:581] : INFO : Epoch 1895 | loss: 0.0312394 | val_loss: 0.0312398 | Time: 1763.47 ms [2021-06-20 06:26:37 main:581] : INFO : Epoch 1896 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 1491.46 ms [2021-06-20 06:26:39 main:581] : INFO : Epoch 1897 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 1659.5 ms [2021-06-20 06:26:40 main:581] : INFO : Epoch 1898 | loss: 0.0312384 | val_loss: 0.031239 | Time: 1487.32 ms [2021-06-20 06:26:42 main:581] : INFO : Epoch 1899 | loss: 0.0312382 | val_loss: 0.0312387 | Time: 1497.62 ms [2021-06-20 06:26:43 main:581] : INFO : Epoch 1900 | loss: 0.031238 | val_loss: 0.0312384 | Time: 1516.98 ms [2021-06-20 06:26:45 main:581] : INFO : Epoch 1901 | loss: 0.0312376 | val_loss: 0.0312383 | Time: 1485.46 ms [2021-06-20 06:26:47 main:581] : INFO : Epoch 1902 | loss: 0.0312375 | val_loss: 0.0312381 | Time: 1660.24 ms [2021-06-20 06:26:48 main:581] : INFO : Epoch 1903 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1535.04 ms [2021-06-20 06:26:50 main:581] : INFO : Epoch 1904 | loss: 0.031237 | val_loss: 0.0312376 | Time: 1818.47 ms [2021-06-20 06:26:52 main:581] : INFO : Epoch 1905 | loss: 0.0312369 | val_loss: 0.0312375 | Time: 1684.72 ms [2021-06-20 06:26:53 main:581] : INFO : Epoch 1906 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 1761.06 ms [2021-06-20 06:26:55 main:581] : INFO : Epoch 1907 | loss: 0.0312366 | val_loss: 0.0312373 | Time: 1856.1 ms [2021-06-20 06:26:57 main:581] : INFO : Epoch 1908 | loss: 0.0312365 | val_loss: 0.0312372 | Time: 1650.83 ms [2021-06-20 06:26:58 main:581] : INFO : Epoch 1909 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 1556.02 ms [2021-06-20 06:27:00 main:581] : INFO : Epoch 1910 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 1822.04 ms [2021-06-20 06:27:02 main:581] : INFO : Epoch 1911 | loss: 0.031236 | val_loss: 0.0312365 | Time: 1556.13 ms [2021-06-20 06:27:03 main:581] : INFO : Epoch 1912 | loss: 0.0312353 | val_loss: 0.0312359 | Time: 1475.84 ms [2021-06-20 06:27:05 main:581] : INFO : Epoch 1913 | loss: 0.0312347 | val_loss: 0.0312346 | Time: 1544.76 ms [2021-06-20 06:27:06 main:581] : INFO : Epoch 1914 | loss: 0.0312302 | val_loss: 0.0312289 | Time: 1484.64 ms [2021-06-20 06:27:08 main:581] : INFO : Epoch 1915 | loss: 0.031229 | val_loss: 0.0312281 | Time: 1524.89 ms [2021-06-20 06:27:09 main:581] : INFO : Epoch 1916 | loss: 0.0312283 | val_loss: 0.0312276 | Time: 1587.03 ms [2021-06-20 06:27:11 main:581] : INFO : Epoch 1917 | loss: 0.0312273 | val_loss: 0.0312262 | Time: 1640.64 ms [2021-06-20 06:27:13 main:581] : INFO : Epoch 1918 | loss: 0.0312265 | val_loss: 0.0312259 | Time: 1509.98 ms [2021-06-20 06:27:14 main:581] : INFO : Epoch 1919 | loss: 0.031227 | val_loss: 0.0312281 | Time: 1503.48 ms [2021-06-20 06:27:16 main:581] : INFO : Epoch 1920 | loss: 0.0312279 | val_loss: 0.0312259 | Time: 1684.79 ms [2021-06-20 06:27:18 main:581] : INFO : Epoch 1921 | loss: 0.0312261 | val_loss: 0.0312251 | Time: 1878.98 ms [2021-06-20 06:27:19 main:581] : INFO : Epoch 1922 | loss: 0.0312253 | val_loss: 0.0312242 | Time: 1664.78 ms [2021-06-20 06:27:21 main:581] : INFO : Epoch 1923 | loss: 0.0312245 | val_loss: 0.0312239 | Time: 1845.51 ms [2021-06-20 06:27:23 main:581] : INFO : Epoch 1924 | loss: 0.0312231 | val_loss: 0.0312228 | Time: 1632.54 ms [2021-06-20 06:27:24 main:581] : INFO : Epoch 1925 | loss: 0.031223 | val_loss: 0.031223 | Time: 1503.16 ms [2021-06-20 06:27:26 main:581] : INFO : Epoch 1926 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 1811.22 ms [2021-06-20 06:27:28 main:581] : INFO : Epoch 1927 | loss: 0.031222 | val_loss: 0.031221 | Time: 1667.04 ms [2021-06-20 06:27:29 main:581] : INFO : Epoch 1928 | loss: 0.0312217 | val_loss: 0.0312211 | Time: 1478.46 ms [2021-06-20 06:27:31 main:581] : INFO : Epoch 1929 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 1755.18 ms [2021-06-20 06:27:33 main:581] : INFO : Epoch 1930 | loss: 0.0312215 | val_loss: 0.0312213 | Time: 1860.24 ms [2021-06-20 06:27:35 main:581] : INFO : Epoch 1931 | loss: 0.0312216 | val_loss: 0.031221 | Time: 1659.38 ms [2021-06-20 06:27:36 main:581] : INFO : Epoch 1932 | loss: 0.0312219 | val_loss: 0.0312219 | Time: 1534.23 ms [2021-06-20 06:27:38 main:581] : INFO : Epoch 1933 | loss: 0.031222 | val_loss: 0.0312212 | Time: 1514.85 ms [2021-06-20 06:27:39 main:581] : INFO : Epoch 1934 | loss: 0.0312211 | val_loss: 0.0312203 | Time: 1486.85 ms [2021-06-20 06:27:41 main:581] : INFO : Epoch 1935 | loss: 0.031221 | val_loss: 0.0312205 | Time: 1614.11 ms [2021-06-20 06:27:43 main:581] : INFO : Epoch 1936 | loss: 0.0312209 | val_loss: 0.0312208 | Time: 1854.33 ms [2021-06-20 06:27:44 main:581] : INFO : Epoch 1937 | loss: 0.0312213 | val_loss: 0.0312208 | Time: 1629.96 ms [2021-06-20 06:27:46 main:581] : INFO : Epoch 1938 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 1504.81 ms [2021-06-20 06:27:47 main:581] : INFO : Epoch 1939 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 1497.74 ms [2021-06-20 06:27:49 main:581] : INFO : Epoch 1940 | loss: 0.031221 | val_loss: 0.0312205 | Time: 1838.98 ms [2021-06-20 06:27:51 main:581] : INFO : Epoch 1941 | loss: 0.0312209 | val_loss: 0.0312206 | Time: 1842.31 ms [2021-06-20 06:27:53 main:581] : INFO : Epoch 1942 | loss: 0.0312208 | val_loss: 0.0312205 | Time: 1832.02 ms [2021-06-20 06:27:54 main:581] : INFO : Epoch 1943 | loss: 0.0312206 | val_loss: 0.0312203 | Time: 1774.29 ms [2021-06-20 06:27:56 main:581] : INFO : Epoch 1944 | loss: 0.0312205 | val_loss: 0.0312205 | Time: 1688.97 ms [2021-06-20 06:27:58 main:581] : INFO : Epoch 1945 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 1494.92 ms [2021-06-20 06:27:59 main:581] : INFO : Epoch 1946 | loss: 0.0312202 | val_loss: 0.0312202 | Time: 1747.31 ms [2021-06-20 06:28:01 main:581] : INFO : Epoch 1947 | loss: 0.0312201 | val_loss: 0.0312204 | Time: 1864.8 ms [2021-06-20 06:28:03 main:581] : INFO : Epoch 1948 | loss: 0.0312201 | val_loss: 0.0312202 | Time: 1778.56 ms [2021-06-20 06:28:05 main:581] : INFO : Epoch 1949 | loss: 0.0312199 | val_loss: 0.0312203 | Time: 1787.03 ms [2021-06-20 06:28:07 main:581] : INFO : Epoch 1950 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 1731.72 ms [2021-06-20 06:28:08 main:581] : INFO : Epoch 1951 | loss: 0.0312201 | val_loss: 0.0312201 | Time: 1777.71 ms [2021-06-20 06:28:10 main:581] : INFO : Epoch 1952 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 1530.72 ms [2021-06-20 06:28:12 main:581] : INFO : Epoch 1953 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 1725.63 ms [2021-06-20 06:28:13 main:581] : INFO : Epoch 1954 | loss: 0.0312196 | val_loss: 0.0312202 | Time: 1828.58 ms [2021-06-20 06:28:15 main:581] : INFO : Epoch 1955 | loss: 0.0312195 | val_loss: 0.0312202 | Time: 1799.87 ms [2021-06-20 06:28:17 main:581] : INFO : Epoch 1956 | loss: 0.0312193 | val_loss: 0.03122 | Time: 1520.6 ms [2021-06-20 06:28:18 main:581] : INFO : Epoch 1957 | loss: 0.0312195 | val_loss: 0.0312202 | Time: 1484.6 ms [2021-06-20 06:28:20 main:581] : INFO : Epoch 1958 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 1552.22 ms [2021-06-20 06:28:21 main:581] : INFO : Epoch 1959 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 1483.58 ms [2021-06-20 06:28:23 main:581] : INFO : Epoch 1960 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 1513.78 ms [2021-06-20 06:28:24 main:581] : INFO : Epoch 1961 | loss: 0.0312194 | val_loss: 0.0312202 | Time: 1562.63 ms [2021-06-20 06:28:26 main:581] : INFO : Epoch 1962 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 1785.97 ms [2021-06-20 06:28:28 main:581] : INFO : Epoch 1963 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 1840.24 ms [2021-06-20 06:28:30 main:581] : INFO : Epoch 1964 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 1729.57 ms [2021-06-20 06:28:31 main:581] : INFO : Epoch 1965 | loss: 0.031219 | val_loss: 0.0312198 | Time: 1493.76 ms [2021-06-20 06:28:33 main:581] : INFO : Epoch 1966 | loss: 0.031219 | val_loss: 0.0312197 | Time: 1671.63 ms [2021-06-20 06:28:35 main:581] : INFO : Epoch 1967 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 1844.77 ms [2021-06-20 06:28:36 main:581] : INFO : Epoch 1968 | loss: 0.0312191 | val_loss: 0.0312197 | Time: 1547.56 ms [2021-06-20 06:28:38 main:581] : INFO : Epoch 1969 | loss: 0.031219 | val_loss: 0.0312198 | Time: 1500.28 ms [2021-06-20 06:28:39 main:581] : INFO : Epoch 1970 | loss: 0.031219 | val_loss: 0.0312198 | Time: 1612.18 ms [2021-06-20 06:28:41 main:581] : INFO : Epoch 1971 | loss: 0.0312189 | val_loss: 0.0312198 | Time: 1852.62 ms [2021-06-20 06:28:43 main:581] : INFO : Epoch 1972 | loss: 0.0312196 | val_loss: 0.03122 | Time: 1853.18 ms [2021-06-20 06:28:45 main:581] : INFO : Epoch 1973 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 1530.38 ms [2021-06-20 06:28:46 main:581] : INFO : Epoch 1974 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 1529.19 ms [2021-06-20 06:28:48 main:581] : INFO : Epoch 1975 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 1580.61 ms [2021-06-20 06:28:50 main:581] : INFO : Epoch 1976 | loss: 0.031219 | val_loss: 0.0312197 | Time: 1869.02 ms [2021-06-20 06:28:51 main:581] : INFO : Epoch 1977 | loss: 0.031219 | val_loss: 0.0312199 | Time: 1827.5 ms [2021-06-20 06:28:53 main:581] : INFO : Epoch 1978 | loss: 0.031219 | val_loss: 0.0312199 | Time: 1850.81 ms [2021-06-20 06:28:55 main:581] : INFO : Epoch 1979 | loss: 0.031219 | val_loss: 0.0312197 | Time: 1503.59 ms [2021-06-20 06:28:57 main:581] : INFO : Epoch 1980 | loss: 0.0312193 | val_loss: 0.03122 | Time: 1797.8 ms [2021-06-20 06:28:58 main:581] : INFO : Epoch 1981 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 1829.27 ms [2021-06-20 06:29:00 main:581] : INFO : Epoch 1982 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 1803.76 ms [2021-06-20 06:29:02 main:581] : INFO : Epoch 1983 | loss: 0.031219 | val_loss: 0.03122 | Time: 1480.14 ms [2021-06-20 06:29:03 main:581] : INFO : Epoch 1984 | loss: 0.0312189 | val_loss: 0.0312198 | Time: 1491.27 ms [2021-06-20 06:29:05 main:581] : INFO : Epoch 1985 | loss: 0.031219 | val_loss: 0.0312196 | Time: 1469.06 ms [2021-06-20 06:29:06 main:581] : INFO : Epoch 1986 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 1506.94 ms [2021-06-20 06:29:08 main:581] : INFO : Epoch 1987 | loss: 0.0312186 | val_loss: 0.0312197 | Time: 1511.57 ms [2021-06-20 06:29:09 main:581] : INFO : Epoch 1988 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 1790.92 ms [2021-06-20 06:29:11 main:581] : INFO : Epoch 1989 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 1565.14 ms [2021-06-20 06:29:13 main:581] : INFO : Epoch 1990 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 1489.23 ms [2021-06-20 06:29:14 main:581] : INFO : Epoch 1991 | loss: 0.0312187 | val_loss: 0.0312198 | Time: 1707.31 ms [2021-06-20 06:29:16 main:581] : INFO : Epoch 1992 | loss: 0.0312185 | val_loss: 0.0312193 | Time: 1791.41 ms [2021-06-20 06:29:18 main:581] : INFO : Epoch 1993 | loss: 0.0312185 | val_loss: 0.0312194 | Time: 1497.68 ms [2021-06-20 06:29:19 main:581] : INFO : Epoch 1994 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 1541.13 ms [2021-06-20 06:29:21 main:581] : INFO : Epoch 1995 | loss: 0.0312185 | val_loss: 0.03122 | Time: 1484.76 ms [2021-06-20 06:29:22 main:581] : INFO : Epoch 1996 | loss: 0.0312185 | val_loss: 0.0312199 | Time: 1523.75 ms [2021-06-20 06:29:24 main:581] : INFO : Epoch 1997 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 1507.2 ms [2021-06-20 06:29:25 main:581] : INFO : Epoch 1998 | loss: 0.0312185 | val_loss: 0.0312194 | Time: 1843.67 ms [2021-06-20 06:29:27 main:581] : INFO : Epoch 1999 | loss: 0.0312184 | val_loss: 0.0312195 | Time: 1842.24 ms [2021-06-20 06:29:29 main:581] : INFO : Epoch 2000 | loss: 0.0312181 | val_loss: 0.0312193 | Time: 1838 ms [2021-06-20 06:29:31 main:581] : INFO : Epoch 2001 | loss: 0.0312183 | val_loss: 0.0312197 | Time: 1653.12 ms [2021-06-20 06:29:33 main:581] : INFO : Epoch 2002 | loss: 0.0312184 | val_loss: 0.0312195 | Time: 1844.59 ms [2021-06-20 06:29:34 main:581] : INFO : Epoch 2003 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 1563.23 ms [2021-06-20 06:29:36 main:581] : INFO : Epoch 2004 | loss: 0.0312183 | val_loss: 0.0312196 | Time: 1501.98 ms [2021-06-20 06:29:37 main:581] : INFO : Epoch 2005 | loss: 0.0312182 | val_loss: 0.0312192 | Time: 1635.63 ms [2021-06-20 06:29:39 main:581] : INFO : Epoch 2006 | loss: 0.0312183 | val_loss: 0.0312194 | Time: 1855.75 ms [2021-06-20 06:29:41 main:581] : INFO : Epoch 2007 | loss: 0.031218 | val_loss: 0.0312194 | Time: 1671.66 ms [2021-06-20 06:29:42 main:581] : INFO : Epoch 2008 | loss: 0.0312183 | val_loss: 0.0312192 | Time: 1522.36 ms [2021-06-20 06:29:44 main:581] : INFO : Epoch 2009 | loss: 0.0312182 | val_loss: 0.0312196 | Time: 1851.27 ms [2021-06-20 06:29:46 main:581] : INFO : Epoch 2010 | loss: 0.031218 | val_loss: 0.0312193 | Time: 1843.67 ms [2021-06-20 06:29:48 main:581] : INFO : Epoch 2011 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 1832.63 ms [2021-06-20 06:29:50 main:581] : INFO : Epoch 2012 | loss: 0.0312181 | val_loss: 0.0312191 | Time: 1847.64 ms [2021-06-20 06:29:52 main:581] : INFO : Epoch 2013 | loss: 0.0312179 | val_loss: 0.0312192 | Time: 1840.4 ms [2021-06-20 06:29:53 main:581] : INFO : Epoch 2014 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 1860.4 ms [2021-06-20 06:29:55 main:581] : INFO : Epoch 2015 | loss: 0.0312181 | val_loss: 0.0312191 | Time: 1757.77 ms [2021-06-20 06:29:57 main:581] : INFO : Epoch 2016 | loss: 0.0312179 | val_loss: 0.0312195 | Time: 1846.72 ms [2021-06-20 06:29:59 main:581] : INFO : Epoch 2017 | loss: 0.0312177 | val_loss: 0.031219 | Time: 1727.17 ms [2021-06-20 06:30:01 main:581] : INFO : Epoch 2018 | loss: 0.0312177 | val_loss: 0.0312199 | Time: 1825.47 ms [2021-06-20 06:30:02 main:581] : INFO : Epoch 2019 | loss: 0.0312183 | val_loss: 0.0312192 | Time: 1810.18 ms [2021-06-20 06:30:04 main:581] : INFO : Epoch 2020 | loss: 0.0312182 | val_loss: 0.0312194 | Time: 1786.59 ms [2021-06-20 06:30:06 main:581] : INFO : Epoch 2021 | loss: 0.0312183 | val_loss: 0.0312192 | Time: 1792.07 ms [2021-06-20 06:30:08 main:581] : INFO : Epoch 2022 | loss: 0.0312184 | val_loss: 0.0312197 | Time: 1774.1 ms [2021-06-20 06:30:10 main:581] : INFO : Epoch 2023 | loss: 0.0312182 | val_loss: 0.0312196 | Time: 1846.23 ms [2021-06-20 06:30:11 main:581] : INFO : Epoch 2024 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 1735.31 ms [2021-06-20 06:30:13 main:581] : INFO : Epoch 2025 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 1841.14 ms [2021-06-20 06:30:15 main:581] : INFO : Epoch 2026 | loss: 0.0312181 | val_loss: 0.0312192 | Time: 1763.56 ms [2021-06-20 06:30:17 main:581] : INFO : Epoch 2027 | loss: 0.0312179 | val_loss: 0.0312189 | Time: 1753.95 ms [2021-06-20 06:30:19 main:581] : INFO : Epoch 2028 | loss: 0.0312176 | val_loss: 0.0312191 | Time: 1842.84 ms [2021-06-20 06:30:20 main:581] : INFO : Epoch 2029 | loss: 0.0312176 | val_loss: 0.0312188 | Time: 1746.68 ms [2021-06-20 06:30:22 main:581] : INFO : Epoch 2030 | loss: 0.0312175 | val_loss: 0.031219 | Time: 1812.38 ms [2021-06-20 06:30:24 main:581] : INFO : Epoch 2031 | loss: 0.0312179 | val_loss: 0.031219 | Time: 1785.03 ms [2021-06-20 06:30:26 main:581] : INFO : Epoch 2032 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 1671.19 ms [2021-06-20 06:30:27 main:581] : INFO : Epoch 2033 | loss: 0.0312179 | val_loss: 0.0312188 | Time: 1804.79 ms [2021-06-20 06:30:29 main:581] : INFO : Epoch 2034 | loss: 0.0312182 | val_loss: 0.031219 | Time: 1841.23 ms [2021-06-20 06:30:31 main:581] : INFO : Epoch 2035 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 1817.84 ms [2021-06-20 06:30:33 main:581] : INFO : Epoch 2036 | loss: 0.0312183 | val_loss: 0.0312191 | Time: 1839.08 ms [2021-06-20 06:30:35 main:581] : INFO : Epoch 2037 | loss: 0.0312182 | val_loss: 0.0312197 | Time: 1722.72 ms [2021-06-20 06:30:36 main:581] : INFO : Epoch 2038 | loss: 0.0312185 | val_loss: 0.0312199 | Time: 1829.32 ms [2021-06-20 06:30:38 main:581] : INFO : Epoch 2039 | loss: 0.031218 | val_loss: 0.0312189 | Time: 1809.51 ms [2021-06-20 06:30:40 main:581] : INFO : Epoch 2040 | loss: 0.0312178 | val_loss: 0.0312185 | Time: 1916 ms [2021-06-20 06:30:42 main:581] : INFO : Epoch 2041 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 1799.7 ms [2021-06-20 06:30:44 main:581] : INFO : Epoch 2042 | loss: 0.0312178 | val_loss: 0.0312188 | Time: 1806.08 ms [2021-06-20 06:30:45 main:581] : INFO : Epoch 2043 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 1768.65 ms [2021-06-20 06:30:47 main:581] : INFO : Epoch 2044 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 1845.16 ms [2021-06-20 06:30:49 main:581] : INFO : Epoch 2045 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 1870.37 ms [2021-06-20 06:30:51 main:581] : INFO : Epoch 2046 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 1838.92 ms [2021-06-20 06:30:53 main:581] : INFO : Epoch 2047 | loss: 0.031217 | val_loss: 0.0312185 | Time: 1722.39 ms [2021-06-20 06:30:55 main:581] : INFO : Epoch 2048 | loss: 0.031217 | val_loss: 0.0312184 | Time: 1759.19 ms [2021-06-20 06:30:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312184 [2021-06-20 06:30:55 main:610] : INFO : Saving end state to config to file [2021-06-20 06:30:55 main:615] : INFO : Success, exiting.. 06:30:55 (2324005): 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)