Task 9204576
| Name | ParityModified-1636226304-2812-3-0_0 |
| Workunit | 6639757 |
| Created | 26 Nov 2021, 18:06:39 UTC |
| Sent | 2 Dec 2021, 12:19:31 UTC |
| Report deadline | 10 Dec 2021, 12:19:31 UTC |
| Received | 2 Dec 2021, 13:23:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 2 min 39 sec |
| CPU time | 1 hours 2 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 1783.36 ms
[2021-12-02 13:07:45 main:581] : INFO : Epoch 1539 | loss: 0.031171 | val_loss: 0.0311767 | Time: 1799.92 ms
[2021-12-02 13:07:47 main:581] : INFO : Epoch 1540 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 1829.31 ms
[2021-12-02 13:07:48 main:581] : INFO : Epoch 1541 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 1817.06 ms
[2021-12-02 13:07:50 main:581] : INFO : Epoch 1542 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1815.91 ms
[2021-12-02 13:07:52 main:581] : INFO : Epoch 1543 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1825.26 ms
[2021-12-02 13:07:54 main:581] : INFO : Epoch 1544 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 1858.83 ms
[2021-12-02 13:07:56 main:581] : INFO : Epoch 1545 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1790.14 ms
[2021-12-02 13:07:57 main:581] : INFO : Epoch 1546 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 1767.15 ms
[2021-12-02 13:07:59 main:581] : INFO : Epoch 1547 | loss: 0.0311683 | val_loss: 0.031175 | Time: 1822.3 ms
[2021-12-02 13:08:01 main:581] : INFO : Epoch 1548 | loss: 0.031168 | val_loss: 0.0311757 | Time: 1789.62 ms
[2021-12-02 13:08:03 main:581] : INFO : Epoch 1549 | loss: 0.0311691 | val_loss: 0.0311726 | Time: 1783.88 ms
[2021-12-02 13:08:05 main:581] : INFO : Epoch 1550 | loss: 0.031169 | val_loss: 0.0311741 | Time: 1771.94 ms
[2021-12-02 13:08:06 main:581] : INFO : Epoch 1551 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 1784.24 ms
[2021-12-02 13:08:08 main:581] : INFO : Epoch 1552 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 1806.39 ms
[2021-12-02 13:08:10 main:581] : INFO : Epoch 1553 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 1822.22 ms
[2021-12-02 13:08:12 main:581] : INFO : Epoch 1554 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 1779.14 ms
[2021-12-02 13:08:14 main:581] : INFO : Epoch 1555 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 1812.85 ms
[2021-12-02 13:08:15 main:581] : INFO : Epoch 1556 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 1768.2 ms
[2021-12-02 13:08:17 main:581] : INFO : Epoch 1557 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 1775.72 ms
[2021-12-02 13:08:19 main:581] : INFO : Epoch 1558 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 1867.25 ms
[2021-12-02 13:08:21 main:581] : INFO : Epoch 1559 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 1823.81 ms
[2021-12-02 13:08:23 main:581] : INFO : Epoch 1560 | loss: 0.031167 | val_loss: 0.0311736 | Time: 1784.21 ms
[2021-12-02 13:08:24 main:581] : INFO : Epoch 1561 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 1807.86 ms
[2021-12-02 13:08:26 main:581] : INFO : Epoch 1562 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 1789.71 ms
[2021-12-02 13:08:28 main:581] : INFO : Epoch 1563 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 1788.96 ms
[2021-12-02 13:08:30 main:581] : INFO : Epoch 1564 | loss: 0.0311668 | val_loss: 0.0311714 | Time: 1795.16 ms
[2021-12-02 13:08:32 main:581] : INFO : Epoch 1565 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1773.1 ms
[2021-12-02 13:08:33 main:581] : INFO : Epoch 1566 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 1772.03 ms
[2021-12-02 13:08:35 main:581] : INFO : Epoch 1567 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 1804.05 ms
[2021-12-02 13:08:37 main:581] : INFO : Epoch 1568 | loss: 0.0311673 | val_loss: 0.031169 | Time: 1768.36 ms
[2021-12-02 13:08:39 main:581] : INFO : Epoch 1569 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1768.47 ms
[2021-12-02 13:08:40 main:581] : INFO : Epoch 1570 | loss: 0.031165 | val_loss: 0.0311708 | Time: 1789.17 ms
[2021-12-02 13:08:42 main:581] : INFO : Epoch 1571 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1781.04 ms
[2021-12-02 13:08:44 main:581] : INFO : Epoch 1572 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 1780.02 ms
[2021-12-02 13:08:46 main:581] : INFO : Epoch 1573 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 1790.15 ms
[2021-12-02 13:08:48 main:581] : INFO : Epoch 1574 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 1795.49 ms
[2021-12-02 13:08:49 main:581] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.031171 | Time: 1781.92 ms
[2021-12-02 13:08:51 main:581] : INFO : Epoch 1576 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 1786.72 ms
[2021-12-02 13:08:53 main:581] : INFO : Epoch 1577 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 1786.09 ms
[2021-12-02 13:08:55 main:581] : INFO : Epoch 1578 | loss: 0.0311608 | val_loss: 0.031167 | Time: 1799.11 ms
[2021-12-02 13:08:57 main:581] : INFO : Epoch 1579 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 1788.23 ms
[2021-12-02 13:08:58 main:581] : INFO : Epoch 1580 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1787.19 ms
[2021-12-02 13:09:00 main:581] : INFO : Epoch 1581 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 1816.92 ms
[2021-12-02 13:09:02 main:581] : INFO : Epoch 1582 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 1799.28 ms
[2021-12-02 13:09:04 main:581] : INFO : Epoch 1583 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 1783.03 ms
[2021-12-02 13:09:06 main:581] : INFO : Epoch 1584 | loss: 0.03116 | val_loss: 0.0311652 | Time: 1808.17 ms
[2021-12-02 13:09:07 main:581] : INFO : Epoch 1585 | loss: 0.0311594 | val_loss: 0.0311659 | Time: 1806.13 ms
[2021-12-02 13:09:09 main:581] : INFO : Epoch 1586 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 1798.73 ms
[2021-12-02 13:09:11 main:581] : INFO : Epoch 1587 | loss: 0.0311598 | val_loss: 0.0311694 | Time: 1792.57 ms
[2021-12-02 13:09:13 main:581] : INFO : Epoch 1588 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 1820.19 ms
[2021-12-02 13:09:15 main:581] : INFO : Epoch 1589 | loss: 0.0311592 | val_loss: 0.0311664 | Time: 1841.6 ms
[2021-12-02 13:09:16 main:581] : INFO : Epoch 1590 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 1815.04 ms
[2021-12-02 13:09:18 main:581] : INFO : Epoch 1591 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 1775.74 ms
[2021-12-02 13:09:20 main:581] : INFO : Epoch 1592 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 1802.1 ms
[2021-12-02 13:09:22 main:581] : INFO : Epoch 1593 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 1785.01 ms
[2021-12-02 13:09:24 main:581] : INFO : Epoch 1594 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 1835.57 ms
[2021-12-02 13:09:25 main:581] : INFO : Epoch 1595 | loss: 0.0311578 | val_loss: 0.031164 | Time: 1771.32 ms
[2021-12-02 13:09:27 main:581] : INFO : Epoch 1596 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 1766.24 ms
[2021-12-02 13:09:29 main:581] : INFO : Epoch 1597 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 1813.29 ms
[2021-12-02 13:09:31 main:581] : INFO : Epoch 1598 | loss: 0.0311547 | val_loss: 0.0311633 | Time: 1796.04 ms
[2021-12-02 13:09:33 main:581] : INFO : Epoch 1599 | loss: 0.031155 | val_loss: 0.0311664 | Time: 1800.3 ms
[2021-12-02 13:09:34 main:581] : INFO : Epoch 1600 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 1798.83 ms
[2021-12-02 13:09:36 main:581] : INFO : Epoch 1601 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 1814.21 ms
[2021-12-02 13:09:38 main:581] : INFO : Epoch 1602 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 1784.4 ms
[2021-12-02 13:09:40 main:581] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311651 | Time: 1786.07 ms
[2021-12-02 13:09:42 main:581] : INFO : Epoch 1604 | loss: 0.0311531 | val_loss: 0.0311637 | Time: 1775.35 ms
[2021-12-02 13:09:43 main:581] : INFO : Epoch 1605 | loss: 0.031155 | val_loss: 0.0311634 | Time: 1768.68 ms
[2021-12-02 13:09:45 main:581] : INFO : Epoch 1606 | loss: 0.031152 | val_loss: 0.0311631 | Time: 1766.31 ms
[2021-12-02 13:09:47 main:581] : INFO : Epoch 1607 | loss: 0.031152 | val_loss: 0.031162 | Time: 1790.35 ms
[2021-12-02 13:09:49 main:581] : INFO : Epoch 1608 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 1790.42 ms
[2021-12-02 13:09:50 main:581] : INFO : Epoch 1609 | loss: 0.0311533 | val_loss: 0.0311636 | Time: 1800.35 ms
[2021-12-02 13:09:52 main:581] : INFO : Epoch 1610 | loss: 0.0311531 | val_loss: 0.0311629 | Time: 1798.55 ms
[2021-12-02 13:09:54 main:581] : INFO : Epoch 1611 | loss: 0.0311525 | val_loss: 0.031163 | Time: 1790.15 ms
[2021-12-02 13:09:56 main:581] : INFO : Epoch 1612 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 1763 ms
[2021-12-02 13:09:58 main:581] : INFO : Epoch 1613 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 1815.48 ms
[2021-12-02 13:09:59 main:581] : INFO : Epoch 1614 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 1798.89 ms
[2021-12-02 13:10:01 main:581] : INFO : Epoch 1615 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 1788.81 ms
[2021-12-02 13:10:03 main:581] : INFO : Epoch 1616 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1792.61 ms
[2021-12-02 13:10:05 main:581] : INFO : Epoch 1617 | loss: 0.0311505 | val_loss: 0.0311606 | Time: 1804.75 ms
[2021-12-02 13:10:07 main:581] : INFO : Epoch 1618 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 1771.17 ms
[2021-12-02 13:10:08 main:581] : INFO : Epoch 1619 | loss: 0.0311497 | val_loss: 0.031161 | Time: 1801.35 ms
[2021-12-02 13:10:10 main:581] : INFO : Epoch 1620 | loss: 0.0311485 | val_loss: 0.0311639 | Time: 1768.91 ms
[2021-12-02 13:10:12 main:581] : INFO : Epoch 1621 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 1777.43 ms
[2021-12-02 13:10:14 main:581] : INFO : Epoch 1622 | loss: 0.0311478 | val_loss: 0.0311622 | Time: 1794.24 ms
[2021-12-02 13:10:16 main:581] : INFO : Epoch 1623 | loss: 0.0311488 | val_loss: 0.0311612 | Time: 1777.01 ms
[2021-12-02 13:10:17 main:581] : INFO : Epoch 1624 | loss: 0.031147 | val_loss: 0.0311623 | Time: 1762.89 ms
[2021-12-02 13:10:19 main:581] : INFO : Epoch 1625 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 1765.41 ms
[2021-12-02 13:10:21 main:581] : INFO : Epoch 1626 | loss: 0.0311472 | val_loss: 0.0311619 | Time: 1766.52 ms
[2021-12-02 13:10:23 main:581] : INFO : Epoch 1627 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 1804.13 ms
[2021-12-02 13:10:24 main:581] : INFO : Epoch 1628 | loss: 0.0311468 | val_loss: 0.0311637 | Time: 1760.2 ms
[2021-12-02 13:10:26 main:581] : INFO : Epoch 1629 | loss: 0.0311462 | val_loss: 0.0311631 | Time: 1845.16 ms
[2021-12-02 13:10:28 main:581] : INFO : Epoch 1630 | loss: 0.0311464 | val_loss: 0.03116 | Time: 1822.58 ms
[2021-12-02 13:10:30 main:581] : INFO : Epoch 1631 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 1810.91 ms
[2021-12-02 13:10:32 main:581] : INFO : Epoch 1632 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 1796.61 ms
[2021-12-02 13:10:33 main:581] : INFO : Epoch 1633 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 1818.54 ms
[2021-12-02 13:10:35 main:581] : INFO : Epoch 1634 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 1815.85 ms
[2021-12-02 13:10:37 main:581] : INFO : Epoch 1635 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 1800.61 ms
[2021-12-02 13:10:39 main:581] : INFO : Epoch 1636 | loss: 0.0311492 | val_loss: 0.0311631 | Time: 1801.45 ms
[2021-12-02 13:10:41 main:581] : INFO : Epoch 1637 | loss: 0.0311477 | val_loss: 0.0311597 | Time: 1802.41 ms
[2021-12-02 13:10:43 main:581] : INFO : Epoch 1638 | loss: 0.0311487 | val_loss: 0.0311643 | Time: 1810.12 ms
[2021-12-02 13:10:44 main:581] : INFO : Epoch 1639 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 1788.78 ms
[2021-12-02 13:10:46 main:581] : INFO : Epoch 1640 | loss: 0.0311464 | val_loss: 0.0311618 | Time: 1779.26 ms
[2021-12-02 13:10:48 main:581] : INFO : Epoch 1641 | loss: 0.0311469 | val_loss: 0.0311582 | Time: 1813.08 ms
[2021-12-02 13:10:50 main:581] : INFO : Epoch 1642 | loss: 0.0311478 | val_loss: 0.0311603 | Time: 1784.5 ms
[2021-12-02 13:10:51 main:581] : INFO : Epoch 1643 | loss: 0.0311464 | val_loss: 0.031159 | Time: 1804.11 ms
[2021-12-02 13:10:53 main:581] : INFO : Epoch 1644 | loss: 0.0311475 | val_loss: 0.0311603 | Time: 1802.1 ms
[2021-12-02 13:10:55 main:581] : INFO : Epoch 1645 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 1783.19 ms
[2021-12-02 13:10:57 main:581] : INFO : Epoch 1646 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 1806.94 ms
[2021-12-02 13:10:59 main:581] : INFO : Epoch 1647 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 1788.35 ms
[2021-12-02 13:11:00 main:581] : INFO : Epoch 1648 | loss: 0.0311442 | val_loss: 0.0311608 | Time: 1790.44 ms
[2021-12-02 13:11:02 main:581] : INFO : Epoch 1649 | loss: 0.0311443 | val_loss: 0.0311601 | Time: 1775.19 ms
[2021-12-02 13:11:04 main:581] : INFO : Epoch 1650 | loss: 0.0311452 | val_loss: 0.0311627 | Time: 1804.65 ms
[2021-12-02 13:11:06 main:581] : INFO : Epoch 1651 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 1798.51 ms
[2021-12-02 13:11:08 main:581] : INFO : Epoch 1652 | loss: 0.0311468 | val_loss: 0.0311636 | Time: 1780.94 ms
[2021-12-02 13:11:09 main:581] : INFO : Epoch 1653 | loss: 0.0311453 | val_loss: 0.0311635 | Time: 1768.03 ms
[2021-12-02 13:11:11 main:581] : INFO : Epoch 1654 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 1804.38 ms
[2021-12-02 13:11:13 main:581] : INFO : Epoch 1655 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 1778.23 ms
[2021-12-02 13:11:15 main:581] : INFO : Epoch 1656 | loss: 0.0311454 | val_loss: 0.0311651 | Time: 1798.97 ms
[2021-12-02 13:11:17 main:581] : INFO : Epoch 1657 | loss: 0.0311454 | val_loss: 0.031158 | Time: 1807.94 ms
[2021-12-02 13:11:18 main:581] : INFO : Epoch 1658 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 1766.98 ms
[2021-12-02 13:11:20 main:581] : INFO : Epoch 1659 | loss: 0.0311419 | val_loss: 0.031163 | Time: 1842.49 ms
[2021-12-02 13:11:22 main:581] : INFO : Epoch 1660 | loss: 0.0311434 | val_loss: 0.0311618 | Time: 1784.21 ms
[2021-12-02 13:11:24 main:581] : INFO : Epoch 1661 | loss: 0.0311436 | val_loss: 0.0311595 | Time: 1777.01 ms
[2021-12-02 13:11:26 main:581] : INFO : Epoch 1662 | loss: 0.0311448 | val_loss: 0.0311629 | Time: 1807.46 ms
[2021-12-02 13:11:27 main:581] : INFO : Epoch 1663 | loss: 0.0311436 | val_loss: 0.0311613 | Time: 1767.9 ms
[2021-12-02 13:11:29 main:581] : INFO : Epoch 1664 | loss: 0.0311446 | val_loss: 0.0311564 | Time: 1792.45 ms
[2021-12-02 13:11:31 main:581] : INFO : Epoch 1665 | loss: 0.0311429 | val_loss: 0.0311582 | Time: 1836.15 ms
[2021-12-02 13:11:33 main:581] : INFO : Epoch 1666 | loss: 0.0311432 | val_loss: 0.0311601 | Time: 1810.72 ms
[2021-12-02 13:11:35 main:581] : INFO : Epoch 1667 | loss: 0.0311433 | val_loss: 0.031158 | Time: 1796.84 ms
[2021-12-02 13:11:36 main:581] : INFO : Epoch 1668 | loss: 0.031142 | val_loss: 0.0311605 | Time: 1800.25 ms
[2021-12-02 13:11:38 main:581] : INFO : Epoch 1669 | loss: 0.0311442 | val_loss: 0.0311608 | Time: 1770.43 ms
[2021-12-02 13:11:40 main:581] : INFO : Epoch 1670 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 1812.56 ms
[2021-12-02 13:11:42 main:581] : INFO : Epoch 1671 | loss: 0.0311502 | val_loss: 0.0311603 | Time: 1793.08 ms
[2021-12-02 13:11:44 main:581] : INFO : Epoch 1672 | loss: 0.0311521 | val_loss: 0.031162 | Time: 1798.66 ms
[2021-12-02 13:11:45 main:581] : INFO : Epoch 1673 | loss: 0.0311487 | val_loss: 0.0311596 | Time: 1769.37 ms
[2021-12-02 13:11:47 main:581] : INFO : Epoch 1674 | loss: 0.0311475 | val_loss: 0.031165 | Time: 1813.1 ms
[2021-12-02 13:11:49 main:581] : INFO : Epoch 1675 | loss: 0.0311489 | val_loss: 0.0311606 | Time: 1798.74 ms
[2021-12-02 13:11:51 main:581] : INFO : Epoch 1676 | loss: 0.0311457 | val_loss: 0.0311595 | Time: 1819 ms
[2021-12-02 13:11:53 main:581] : INFO : Epoch 1677 | loss: 0.0311452 | val_loss: 0.0311588 | Time: 1816.12 ms
[2021-12-02 13:11:54 main:581] : INFO : Epoch 1678 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 1799.13 ms
[2021-12-02 13:11:56 main:581] : INFO : Epoch 1679 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 1809.89 ms
[2021-12-02 13:11:58 main:581] : INFO : Epoch 1680 | loss: 0.0311425 | val_loss: 0.0311573 | Time: 1768.82 ms
[2021-12-02 13:12:00 main:581] : INFO : Epoch 1681 | loss: 0.031142 | val_loss: 0.0311585 | Time: 1823.52 ms
[2021-12-02 13:12:02 main:581] : INFO : Epoch 1682 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 1801.72 ms
[2021-12-02 13:12:03 main:581] : INFO : Epoch 1683 | loss: 0.0311421 | val_loss: 0.0311575 | Time: 1781.07 ms
[2021-12-02 13:12:05 main:581] : INFO : Epoch 1684 | loss: 0.0311414 | val_loss: 0.0311574 | Time: 1768.28 ms
[2021-12-02 13:12:07 main:581] : INFO : Epoch 1685 | loss: 0.0311413 | val_loss: 0.0311567 | Time: 1776.93 ms
[2021-12-02 13:12:09 main:581] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311586 | Time: 1793.04 ms
[2021-12-02 13:12:10 main:581] : INFO : Epoch 1687 | loss: 0.0311431 | val_loss: 0.0311588 | Time: 1782.32 ms
[2021-12-02 13:12:12 main:581] : INFO : Epoch 1688 | loss: 0.0311405 | val_loss: 0.0311578 | Time: 1771.84 ms
[2021-12-02 13:12:14 main:581] : INFO : Epoch 1689 | loss: 0.031143 | val_loss: 0.0311573 | Time: 1774.03 ms
[2021-12-02 13:12:16 main:581] : INFO : Epoch 1690 | loss: 0.0311437 | val_loss: 0.0311573 | Time: 1812.18 ms
[2021-12-02 13:12:18 main:581] : INFO : Epoch 1691 | loss: 0.0311461 | val_loss: 0.0311569 | Time: 1802.16 ms
[2021-12-02 13:12:19 main:581] : INFO : Epoch 1692 | loss: 0.0311428 | val_loss: 0.0311562 | Time: 1774.43 ms
[2021-12-02 13:12:21 main:581] : INFO : Epoch 1693 | loss: 0.0311409 | val_loss: 0.0311573 | Time: 1808.51 ms
[2021-12-02 13:12:23 main:581] : INFO : Epoch 1694 | loss: 0.0311408 | val_loss: 0.0311581 | Time: 1769.72 ms
[2021-12-02 13:12:25 main:581] : INFO : Epoch 1695 | loss: 0.0311401 | val_loss: 0.0311532 | Time: 1780.12 ms
[2021-12-02 13:12:27 main:581] : INFO : Epoch 1696 | loss: 0.0311384 | val_loss: 0.0311557 | Time: 1780.99 ms
[2021-12-02 13:12:28 main:581] : INFO : Epoch 1697 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 1762.89 ms
[2021-12-02 13:12:30 main:581] : INFO : Epoch 1698 | loss: 0.0311398 | val_loss: 0.0311574 | Time: 1826.53 ms
[2021-12-02 13:12:32 main:581] : INFO : Epoch 1699 | loss: 0.0311407 | val_loss: 0.0311567 | Time: 1760.09 ms
[2021-12-02 13:12:34 main:581] : INFO : Epoch 1700 | loss: 0.0311396 | val_loss: 0.0311581 | Time: 1788.22 ms
[2021-12-02 13:12:35 main:581] : INFO : Epoch 1701 | loss: 0.0311424 | val_loss: 0.0311589 | Time: 1790.1 ms
[2021-12-02 13:12:37 main:581] : INFO : Epoch 1702 | loss: 0.0311418 | val_loss: 0.0311553 | Time: 1779.48 ms
[2021-12-02 13:12:39 main:581] : INFO : Epoch 1703 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 1781.47 ms
[2021-12-02 13:12:41 main:581] : INFO : Epoch 1704 | loss: 0.0311426 | val_loss: 0.0311661 | Time: 1810.67 ms
[2021-12-02 13:12:43 main:581] : INFO : Epoch 1705 | loss: 0.0311409 | val_loss: 0.0311558 | Time: 1747.76 ms
[2021-12-02 13:12:44 main:581] : INFO : Epoch 1706 | loss: 0.0311393 | val_loss: 0.031154 | Time: 1770.73 ms
[2021-12-02 13:12:46 main:581] : INFO : Epoch 1707 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 1806.54 ms
[2021-12-02 13:12:48 main:581] : INFO : Epoch 1708 | loss: 0.0311377 | val_loss: 0.0311567 | Time: 1776.8 ms
[2021-12-02 13:12:50 main:581] : INFO : Epoch 1709 | loss: 0.0311379 | val_loss: 0.0311592 | Time: 1799.56 ms
[2021-12-02 13:12:52 main:581] : INFO : Epoch 1710 | loss: 0.0311383 | val_loss: 0.0311553 | Time: 1772.56 ms
[2021-12-02 13:12:53 main:581] : INFO : Epoch 1711 | loss: 0.0311396 | val_loss: 0.0311574 | Time: 1796.48 ms
[2021-12-02 13:12:55 main:581] : INFO : Epoch 1712 | loss: 0.0311378 | val_loss: 0.0311569 | Time: 1845.44 ms
[2021-12-02 13:12:57 main:581] : INFO : Epoch 1713 | loss: 0.031139 | val_loss: 0.0311567 | Time: 1782.85 ms
[2021-12-02 13:12:59 main:581] : INFO : Epoch 1714 | loss: 0.0311376 | val_loss: 0.0311547 | Time: 1798.6 ms
[2021-12-02 13:13:01 main:581] : INFO : Epoch 1715 | loss: 0.0311397 | val_loss: 0.0311598 | Time: 1786.8 ms
[2021-12-02 13:13:02 main:581] : INFO : Epoch 1716 | loss: 0.0311396 | val_loss: 0.0311552 | Time: 1763.1 ms
[2021-12-02 13:13:04 main:581] : INFO : Epoch 1717 | loss: 0.0311379 | val_loss: 0.031155 | Time: 1798.69 ms
[2021-12-02 13:13:06 main:581] : INFO : Epoch 1718 | loss: 0.0311378 | val_loss: 0.0311543 | Time: 1767.13 ms
[2021-12-02 13:13:08 main:581] : INFO : Epoch 1719 | loss: 0.0311373 | val_loss: 0.0311546 | Time: 1843.96 ms
[2021-12-02 13:13:10 main:581] : INFO : Epoch 1720 | loss: 0.0311382 | val_loss: 0.0311545 | Time: 1830.66 ms
[2021-12-02 13:13:11 main:581] : INFO : Epoch 1721 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 1844.89 ms
[2021-12-02 13:13:13 main:581] : INFO : Epoch 1722 | loss: 0.0311444 | val_loss: 0.0311583 | Time: 1801.76 ms
[2021-12-02 13:13:15 main:581] : INFO : Epoch 1723 | loss: 0.0311467 | val_loss: 0.031163 | Time: 1874.29 ms
[2021-12-02 13:13:17 main:581] : INFO : Epoch 1724 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 1830.46 ms
[2021-12-02 13:13:19 main:581] : INFO : Epoch 1725 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 1793.45 ms
[2021-12-02 13:13:20 main:581] : INFO : Epoch 1726 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 1801.92 ms
[2021-12-02 13:13:22 main:581] : INFO : Epoch 1727 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 1800.5 ms
[2021-12-02 13:13:24 main:581] : INFO : Epoch 1728 | loss: 0.031142 | val_loss: 0.0311618 | Time: 1808.06 ms
[2021-12-02 13:13:26 main:581] : INFO : Epoch 1729 | loss: 0.0311408 | val_loss: 0.0311561 | Time: 1774.96 ms
[2021-12-02 13:13:28 main:581] : INFO : Epoch 1730 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 1814.56 ms
[2021-12-02 13:13:30 main:581] : INFO : Epoch 1731 | loss: 0.031139 | val_loss: 0.0311577 | Time: 1868.26 ms
[2021-12-02 13:13:31 main:581] : INFO : Epoch 1732 | loss: 0.0311392 | val_loss: 0.0311596 | Time: 1787.7 ms
[2021-12-02 13:13:33 main:581] : INFO : Epoch 1733 | loss: 0.0311401 | val_loss: 0.0311603 | Time: 1798.84 ms
[2021-12-02 13:13:35 main:581] : INFO : Epoch 1734 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 1818.23 ms
[2021-12-02 13:13:37 main:581] : INFO : Epoch 1735 | loss: 0.0311411 | val_loss: 0.0311589 | Time: 1796.72 ms
[2021-12-02 13:13:39 main:581] : INFO : Epoch 1736 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 1774.71 ms
[2021-12-02 13:13:40 main:581] : INFO : Epoch 1737 | loss: 0.031143 | val_loss: 0.0311692 | Time: 1773.6 ms
[2021-12-02 13:13:42 main:581] : INFO : Epoch 1738 | loss: 0.0311442 | val_loss: 0.0311594 | Time: 1812.76 ms
[2021-12-02 13:13:44 main:581] : INFO : Epoch 1739 | loss: 0.0311396 | val_loss: 0.0311579 | Time: 1799.4 ms
[2021-12-02 13:13:46 main:581] : INFO : Epoch 1740 | loss: 0.0311408 | val_loss: 0.0311712 | Time: 1861.45 ms
[2021-12-02 13:13:48 main:581] : INFO : Epoch 1741 | loss: 0.0311427 | val_loss: 0.0311556 | Time: 1779.47 ms
[2021-12-02 13:13:49 main:581] : INFO : Epoch 1742 | loss: 0.0311394 | val_loss: 0.0311554 | Time: 1814.78 ms
[2021-12-02 13:13:51 main:581] : INFO : Epoch 1743 | loss: 0.0311389 | val_loss: 0.0311573 | Time: 1777.65 ms
[2021-12-02 13:13:53 main:581] : INFO : Epoch 1744 | loss: 0.0311412 | val_loss: 0.031158 | Time: 1784.61 ms
[2021-12-02 13:13:55 main:581] : INFO : Epoch 1745 | loss: 0.0311432 | val_loss: 0.031158 | Time: 1780.32 ms
[2021-12-02 13:13:56 main:581] : INFO : Epoch 1746 | loss: 0.0311407 | val_loss: 0.0311627 | Time: 1789.51 ms
[2021-12-02 13:13:58 main:581] : INFO : Epoch 1747 | loss: 0.0311394 | val_loss: 0.0311592 | Time: 1788.48 ms
[2021-12-02 13:14:00 main:581] : INFO : Epoch 1748 | loss: 0.0311372 | val_loss: 0.0311579 | Time: 1806.18 ms
[2021-12-02 13:14:02 main:581] : INFO : Epoch 1749 | loss: 0.0311391 | val_loss: 0.0311564 | Time: 1809.88 ms
[2021-12-02 13:14:04 main:581] : INFO : Epoch 1750 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 1790.42 ms
[2021-12-02 13:14:05 main:581] : INFO : Epoch 1751 | loss: 0.03114 | val_loss: 0.0311566 | Time: 1789.9 ms
[2021-12-02 13:14:07 main:581] : INFO : Epoch 1752 | loss: 0.0311391 | val_loss: 0.0311565 | Time: 1775.02 ms
[2021-12-02 13:14:09 main:581] : INFO : Epoch 1753 | loss: 0.0311412 | val_loss: 0.031156 | Time: 1773.75 ms
[2021-12-02 13:14:11 main:581] : INFO : Epoch 1754 | loss: 0.0311418 | val_loss: 0.03116 | Time: 1802.39 ms
[2021-12-02 13:14:13 main:581] : INFO : Epoch 1755 | loss: 0.0311455 | val_loss: 0.031169 | Time: 1775.81 ms
[2021-12-02 13:14:14 main:581] : INFO : Epoch 1756 | loss: 0.0311421 | val_loss: 0.0311593 | Time: 1792.15 ms
[2021-12-02 13:14:16 main:581] : INFO : Epoch 1757 | loss: 0.0311378 | val_loss: 0.0311581 | Time: 1805.84 ms
[2021-12-02 13:14:18 main:581] : INFO : Epoch 1758 | loss: 0.0311372 | val_loss: 0.0311645 | Time: 1774.6 ms
[2021-12-02 13:14:20 main:581] : INFO : Epoch 1759 | loss: 0.0311386 | val_loss: 0.0311623 | Time: 1809.49 ms
[2021-12-02 13:14:22 main:581] : INFO : Epoch 1760 | loss: 0.0311388 | val_loss: 0.0311639 | Time: 1780.01 ms
[2021-12-02 13:14:23 main:581] : INFO : Epoch 1761 | loss: 0.0311373 | val_loss: 0.0311561 | Time: 1786.65 ms
[2021-12-02 13:14:25 main:581] : INFO : Epoch 1762 | loss: 0.0311354 | val_loss: 0.0311561 | Time: 1812.94 ms
[2021-12-02 13:14:27 main:581] : INFO : Epoch 1763 | loss: 0.0311357 | val_loss: 0.0311558 | Time: 1780.01 ms
[2021-12-02 13:14:29 main:581] : INFO : Epoch 1764 | loss: 0.0311371 | val_loss: 0.0311598 | Time: 1837.86 ms
[2021-12-02 13:14:31 main:581] : INFO : Epoch 1765 | loss: 0.0311356 | val_loss: 0.0311607 | Time: 1829.94 ms
[2021-12-02 13:14:32 main:581] : INFO : Epoch 1766 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 1786.18 ms
[2021-12-02 13:14:34 main:581] : INFO : Epoch 1767 | loss: 0.0311353 | val_loss: 0.031159 | Time: 1784.66 ms
[2021-12-02 13:14:36 main:581] : INFO : Epoch 1768 | loss: 0.0311382 | val_loss: 0.0311617 | Time: 1793.34 ms
[2021-12-02 13:14:38 main:581] : INFO : Epoch 1769 | loss: 0.0311385 | val_loss: 0.031158 | Time: 1825.67 ms
[2021-12-02 13:14:40 main:581] : INFO : Epoch 1770 | loss: 0.0311366 | val_loss: 0.0311577 | Time: 1848.95 ms
[2021-12-02 13:14:41 main:581] : INFO : Epoch 1771 | loss: 0.0311373 | val_loss: 0.0311601 | Time: 1809.04 ms
[2021-12-02 13:14:43 main:581] : INFO : Epoch 1772 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 1813.94 ms
[2021-12-02 13:14:45 main:581] : INFO : Epoch 1773 | loss: 0.0311388 | val_loss: 0.0311567 | Time: 1782.78 ms
[2021-12-02 13:14:47 main:581] : INFO : Epoch 1774 | loss: 0.0311387 | val_loss: 0.0311558 | Time: 1779.38 ms
[2021-12-02 13:14:49 main:581] : INFO : Epoch 1775 | loss: 0.0311359 | val_loss: 0.0311558 | Time: 1759.55 ms
[2021-12-02 13:14:50 main:581] : INFO : Epoch 1776 | loss: 0.0311374 | val_loss: 0.0311569 | Time: 1787.54 ms
[2021-12-02 13:14:52 main:581] : INFO : Epoch 1777 | loss: 0.0311389 | val_loss: 0.0311573 | Time: 1770.19 ms
[2021-12-02 13:14:54 main:581] : INFO : Epoch 1778 | loss: 0.0311389 | val_loss: 0.0311581 | Time: 1800.13 ms
[2021-12-02 13:14:56 main:581] : INFO : Epoch 1779 | loss: 0.0311431 | val_loss: 0.0311676 | Time: 1773.07 ms
[2021-12-02 13:14:57 main:581] : INFO : Epoch 1780 | loss: 0.0311439 | val_loss: 0.0311564 | Time: 1765.87 ms
[2021-12-02 13:14:59 main:581] : INFO : Epoch 1781 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 1795 ms
[2021-12-02 13:15:01 main:581] : INFO : Epoch 1782 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 1800.55 ms
[2021-12-02 13:15:03 main:581] : INFO : Epoch 1783 | loss: 0.0311403 | val_loss: 0.0311538 | Time: 1813.7 ms
[2021-12-02 13:15:05 main:581] : INFO : Epoch 1784 | loss: 0.031141 | val_loss: 0.0311569 | Time: 1768.71 ms
[2021-12-02 13:15:06 main:581] : INFO : Epoch 1785 | loss: 0.0311398 | val_loss: 0.031157 | Time: 1783.31 ms
[2021-12-02 13:15:08 main:581] : INFO : Epoch 1786 | loss: 0.0311395 | val_loss: 0.0311561 | Time: 1774.9 ms
[2021-12-02 13:15:10 main:581] : INFO : Epoch 1787 | loss: 0.0311384 | val_loss: 0.0311633 | Time: 1778.76 ms
[2021-12-02 13:15:12 main:581] : INFO : Epoch 1788 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 1781.85 ms
[2021-12-02 13:15:14 main:581] : INFO : Epoch 1789 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 1780.81 ms
[2021-12-02 13:15:15 main:581] : INFO : Epoch 1790 | loss: 0.0311423 | val_loss: 0.031156 | Time: 1768.57 ms
[2021-12-02 13:15:17 main:581] : INFO : Epoch 1791 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1796.68 ms
[2021-12-02 13:15:19 main:581] : INFO : Epoch 1792 | loss: 0.0311435 | val_loss: 0.0311616 | Time: 1775.86 ms
[2021-12-02 13:15:21 main:581] : INFO : Epoch 1793 | loss: 0.0311419 | val_loss: 0.031159 | Time: 1801.7 ms
[2021-12-02 13:15:23 main:581] : INFO : Epoch 1794 | loss: 0.0311408 | val_loss: 0.0311615 | Time: 1801.21 ms
[2021-12-02 13:15:24 main:581] : INFO : Epoch 1795 | loss: 0.0311402 | val_loss: 0.0311647 | Time: 1780.17 ms
[2021-12-02 13:15:26 main:581] : INFO : Epoch 1796 | loss: 0.031145 | val_loss: 0.031157 | Time: 1779.39 ms
[2021-12-02 13:15:28 main:581] : INFO : Epoch 1797 | loss: 0.0311406 | val_loss: 0.0311566 | Time: 1765.59 ms
[2021-12-02 13:15:30 main:581] : INFO : Epoch 1798 | loss: 0.0311386 | val_loss: 0.0311564 | Time: 1800.03 ms
[2021-12-02 13:15:31 main:581] : INFO : Epoch 1799 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 1772.98 ms
[2021-12-02 13:15:33 main:581] : INFO : Epoch 1800 | loss: 0.0311393 | val_loss: 0.0311556 | Time: 1781.62 ms
[2021-12-02 13:15:35 main:581] : INFO : Epoch 1801 | loss: 0.0311409 | val_loss: 0.0311595 | Time: 1829.5 ms
[2021-12-02 13:15:37 main:581] : INFO : Epoch 1802 | loss: 0.031141 | val_loss: 0.0311582 | Time: 1754.36 ms
[2021-12-02 13:15:39 main:581] : INFO : Epoch 1803 | loss: 0.0311399 | val_loss: 0.0311579 | Time: 1790.09 ms
[2021-12-02 13:15:40 main:581] : INFO : Epoch 1804 | loss: 0.0311394 | val_loss: 0.0311576 | Time: 1771.2 ms
[2021-12-02 13:15:42 main:581] : INFO : Epoch 1805 | loss: 0.0311408 | val_loss: 0.0311605 | Time: 1768.01 ms
[2021-12-02 13:15:44 main:581] : INFO : Epoch 1806 | loss: 0.0311434 | val_loss: 0.0311564 | Time: 1800.28 ms
[2021-12-02 13:15:46 main:581] : INFO : Epoch 1807 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 1819.32 ms
[2021-12-02 13:15:48 main:581] : INFO : Epoch 1808 | loss: 0.0311377 | val_loss: 0.0311593 | Time: 1776.04 ms
[2021-12-02 13:15:49 main:581] : INFO : Epoch 1809 | loss: 0.0311398 | val_loss: 0.0311712 | Time: 1806.71 ms
[2021-12-02 13:15:51 main:581] : INFO : Epoch 1810 | loss: 0.031141 | val_loss: 0.0311602 | Time: 1874.7 ms
[2021-12-02 13:15:53 main:581] : INFO : Epoch 1811 | loss: 0.0311384 | val_loss: 0.0311561 | Time: 1788.87 ms
[2021-12-02 13:15:55 main:581] : INFO : Epoch 1812 | loss: 0.0311398 | val_loss: 0.0311595 | Time: 1808.42 ms
[2021-12-02 13:15:57 main:581] : INFO : Epoch 1813 | loss: 0.0311366 | val_loss: 0.0311607 | Time: 1842.44 ms
[2021-12-02 13:15:58 main:581] : INFO : Epoch 1814 | loss: 0.0311391 | val_loss: 0.0311619 | Time: 1842.47 ms
[2021-12-02 13:16:00 main:581] : INFO : Epoch 1815 | loss: 0.031138 | val_loss: 0.0311578 | Time: 1821.47 ms
[2021-12-02 13:16:02 main:581] : INFO : Epoch 1816 | loss: 0.0311372 | val_loss: 0.0311579 | Time: 1759.39 ms
[2021-12-02 13:16:04 main:581] : INFO : Epoch 1817 | loss: 0.0311376 | val_loss: 0.0311586 | Time: 1777.54 ms
[2021-12-02 13:16:06 main:581] : INFO : Epoch 1818 | loss: 0.0311347 | val_loss: 0.0311579 | Time: 1799.05 ms
[2021-12-02 13:16:07 main:581] : INFO : Epoch 1819 | loss: 0.0311347 | val_loss: 0.0311563 | Time: 1806.62 ms
[2021-12-02 13:16:09 main:581] : INFO : Epoch 1820 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 1774.68 ms
[2021-12-02 13:16:11 main:581] : INFO : Epoch 1821 | loss: 0.0311352 | val_loss: 0.0311589 | Time: 1799.81 ms
[2021-12-02 13:16:13 main:581] : INFO : Epoch 1822 | loss: 0.0311352 | val_loss: 0.0311568 | Time: 1786.34 ms
[2021-12-02 13:16:15 main:581] : INFO : Epoch 1823 | loss: 0.0311363 | val_loss: 0.031154 | Time: 1805.46 ms
[2021-12-02 13:16:16 main:581] : INFO : Epoch 1824 | loss: 0.0311372 | val_loss: 0.0311559 | Time: 1819.7 ms
[2021-12-02 13:16:18 main:581] : INFO : Epoch 1825 | loss: 0.0311387 | val_loss: 0.031166 | Time: 1768.48 ms
[2021-12-02 13:16:20 main:581] : INFO : Epoch 1826 | loss: 0.0311407 | val_loss: 0.031154 | Time: 1769.55 ms
[2021-12-02 13:16:22 main:581] : INFO : Epoch 1827 | loss: 0.0311404 | val_loss: 0.0311573 | Time: 1796.74 ms
[2021-12-02 13:16:24 main:581] : INFO : Epoch 1828 | loss: 0.0311399 | val_loss: 0.0311601 | Time: 1789.95 ms
[2021-12-02 13:16:25 main:581] : INFO : Epoch 1829 | loss: 0.0311421 | val_loss: 0.0311576 | Time: 1795.28 ms
[2021-12-02 13:16:27 main:581] : INFO : Epoch 1830 | loss: 0.0311443 | val_loss: 0.0311554 | Time: 1816.61 ms
[2021-12-02 13:16:29 main:581] : INFO : Epoch 1831 | loss: 0.0311449 | val_loss: 0.0311566 | Time: 1788.03 ms
[2021-12-02 13:16:31 main:581] : INFO : Epoch 1832 | loss: 0.0311388 | val_loss: 0.0311583 | Time: 1793.33 ms
[2021-12-02 13:16:33 main:581] : INFO : Epoch 1833 | loss: 0.0311407 | val_loss: 0.0311584 | Time: 1761.08 ms
[2021-12-02 13:16:34 main:581] : INFO : Epoch 1834 | loss: 0.031147 | val_loss: 0.03116 | Time: 1798.11 ms
[2021-12-02 13:16:36 main:581] : INFO : Epoch 1835 | loss: 0.0311532 | val_loss: 0.0311607 | Time: 1763.84 ms
[2021-12-02 13:16:38 main:581] : INFO : Epoch 1836 | loss: 0.0311483 | val_loss: 0.0311561 | Time: 1782.69 ms
[2021-12-02 13:16:40 main:581] : INFO : Epoch 1837 | loss: 0.0311464 | val_loss: 0.0311589 | Time: 1802.3 ms
[2021-12-02 13:16:41 main:581] : INFO : Epoch 1838 | loss: 0.0311482 | val_loss: 0.0311592 | Time: 1806.13 ms
[2021-12-02 13:16:43 main:581] : INFO : Epoch 1839 | loss: 0.0311454 | val_loss: 0.0311579 | Time: 1796.19 ms
[2021-12-02 13:16:45 main:581] : INFO : Epoch 1840 | loss: 0.0311443 | val_loss: 0.0311589 | Time: 1782.67 ms
[2021-12-02 13:16:47 main:581] : INFO : Epoch 1841 | loss: 0.0311452 | val_loss: 0.031171 | Time: 1788.11 ms
[2021-12-02 13:16:49 main:581] : INFO : Epoch 1842 | loss: 0.0311462 | val_loss: 0.0311599 | Time: 1806.75 ms
[2021-12-02 13:16:50 main:581] : INFO : Epoch 1843 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 1774.71 ms
[2021-12-02 13:16:52 main:581] : INFO : Epoch 1844 | loss: 0.0311429 | val_loss: 0.0311589 | Time: 1780.66 ms
[2021-12-02 13:16:54 main:581] : INFO : Epoch 1845 | loss: 0.0311423 | val_loss: 0.0311583 | Time: 1780.26 ms
[2021-12-02 13:16:56 main:581] : INFO : Epoch 1846 | loss: 0.0311396 | val_loss: 0.0311585 | Time: 1764.13 ms
[2021-12-02 13:16:57 main:581] : INFO : Epoch 1847 | loss: 0.0311408 | val_loss: 0.031155 | Time: 1762.93 ms
[2021-12-02 13:16:59 main:581] : INFO : Epoch 1848 | loss: 0.0311394 | val_loss: 0.0311549 | Time: 1797.96 ms
[2021-12-02 13:17:01 main:581] : INFO : Epoch 1849 | loss: 0.0311406 | val_loss: 0.0311652 | Time: 1771.03 ms
[2021-12-02 13:17:03 main:581] : INFO : Epoch 1850 | loss: 0.0311402 | val_loss: 0.0311536 | Time: 1786.55 ms
[2021-12-02 13:17:05 main:581] : INFO : Epoch 1851 | loss: 0.0311416 | val_loss: 0.0311524 | Time: 1770.99 ms
[2021-12-02 13:17:06 main:581] : INFO : Epoch 1852 | loss: 0.0311396 | val_loss: 0.0311534 | Time: 1784.37 ms
[2021-12-02 13:17:08 main:581] : INFO : Epoch 1853 | loss: 0.03114 | val_loss: 0.0311567 | Time: 1769.64 ms
[2021-12-02 13:17:10 main:581] : INFO : Epoch 1854 | loss: 0.0311371 | val_loss: 0.031156 | Time: 1819.58 ms
[2021-12-02 13:17:12 main:581] : INFO : Epoch 1855 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 1820.8 ms
[2021-12-02 13:17:14 main:581] : INFO : Epoch 1856 | loss: 0.0311373 | val_loss: 0.031154 | Time: 1813.13 ms
[2021-12-02 13:17:15 main:581] : INFO : Epoch 1857 | loss: 0.0311358 | val_loss: 0.0311563 | Time: 1805.25 ms
[2021-12-02 13:17:17 main:581] : INFO : Epoch 1858 | loss: 0.0311373 | val_loss: 0.0311566 | Time: 1834.55 ms
[2021-12-02 13:17:19 main:581] : INFO : Epoch 1859 | loss: 0.0311384 | val_loss: 0.0311631 | Time: 1848.92 ms
[2021-12-02 13:17:21 main:581] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0311534 | Time: 1806.74 ms
[2021-12-02 13:17:23 main:581] : INFO : Epoch 1861 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 1785.52 ms
[2021-12-02 13:17:25 main:581] : INFO : Epoch 1862 | loss: 0.0311382 | val_loss: 0.0311554 | Time: 1806.58 ms
[2021-12-02 13:17:26 main:581] : INFO : Epoch 1863 | loss: 0.0311376 | val_loss: 0.0311619 | Time: 1766.32 ms
[2021-12-02 13:17:28 main:581] : INFO : Epoch 1864 | loss: 0.0311374 | val_loss: 0.0311567 | Time: 1794.62 ms
[2021-12-02 13:17:30 main:581] : INFO : Epoch 1865 | loss: 0.0311382 | val_loss: 0.0311586 | Time: 1824.67 ms
[2021-12-02 13:17:32 main:581] : INFO : Epoch 1866 | loss: 0.0311351 | val_loss: 0.031157 | Time: 1814.58 ms
[2021-12-02 13:17:34 main:581] : INFO : Epoch 1867 | loss: 0.0311357 | val_loss: 0.0311554 | Time: 1792.57 ms
[2021-12-02 13:17:35 main:581] : INFO : Epoch 1868 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 1780.97 ms
[2021-12-02 13:17:37 main:581] : INFO : Epoch 1869 | loss: 0.0311368 | val_loss: 0.0311624 | Time: 1790.27 ms
[2021-12-02 13:17:39 main:581] : INFO : Epoch 1870 | loss: 0.03114 | val_loss: 0.0311647 | Time: 1773.63 ms
[2021-12-02 13:17:41 main:581] : INFO : Epoch 1871 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 1811.97 ms
[2021-12-02 13:17:42 main:581] : INFO : Epoch 1872 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 1774.15 ms
[2021-12-02 13:17:44 main:581] : INFO : Epoch 1873 | loss: 0.0311341 | val_loss: 0.0311571 | Time: 1806.1 ms
[2021-12-02 13:17:46 main:581] : INFO : Epoch 1874 | loss: 0.0311343 | val_loss: 0.0311591 | Time: 1784.77 ms
[2021-12-02 13:17:48 main:581] : INFO : Epoch 1875 | loss: 0.031135 | val_loss: 0.0311562 | Time: 1805.65 ms
[2021-12-02 13:17:50 main:581] : INFO : Epoch 1876 | loss: 0.0311412 | val_loss: 0.0311643 | Time: 1778.57 ms
[2021-12-02 13:17:51 main:581] : INFO : Epoch 1877 | loss: 0.031136 | val_loss: 0.0311559 | Time: 1764.71 ms
[2021-12-02 13:17:53 main:581] : INFO : Epoch 1878 | loss: 0.0311338 | val_loss: 0.0311629 | Time: 1769.25 ms
[2021-12-02 13:17:55 main:581] : INFO : Epoch 1879 | loss: 0.0311336 | val_loss: 0.0311577 | Time: 1783.8 ms
[2021-12-02 13:17:57 main:581] : INFO : Epoch 1880 | loss: 0.0311343 | val_loss: 0.0311645 | Time: 1776.08 ms
[2021-12-02 13:17:58 main:581] : INFO : Epoch 1881 | loss: 0.0311363 | val_loss: 0.0311592 | Time: 1774.19 ms
[2021-12-02 13:18:00 main:581] : INFO : Epoch 1882 | loss: 0.0311335 | val_loss: 0.0311588 | Time: 1779.21 ms
[2021-12-02 13:18:02 main:581] : INFO : Epoch 1883 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 1826.34 ms
[2021-12-02 13:18:04 main:581] : INFO : Epoch 1884 | loss: 0.0311358 | val_loss: 0.0311609 | Time: 1821.59 ms
[2021-12-02 13:18:06 main:581] : INFO : Epoch 1885 | loss: 0.0311374 | val_loss: 0.0311555 | Time: 1765.18 ms
[2021-12-02 13:18:07 main:581] : INFO : Epoch 1886 | loss: 0.0311366 | val_loss: 0.0311586 | Time: 1763.3 ms
[2021-12-02 13:18:09 main:581] : INFO : Epoch 1887 | loss: 0.031137 | val_loss: 0.0311576 | Time: 1764.81 ms
[2021-12-02 13:18:11 main:581] : INFO : Epoch 1888 | loss: 0.0311371 | val_loss: 0.0311572 | Time: 1821.45 ms
[2021-12-02 13:18:13 main:581] : INFO : Epoch 1889 | loss: 0.0311374 | val_loss: 0.0311624 | Time: 1771.47 ms
[2021-12-02 13:18:15 main:581] : INFO : Epoch 1890 | loss: 0.031137 | val_loss: 0.0311556 | Time: 1778.81 ms
[2021-12-02 13:18:16 main:581] : INFO : Epoch 1891 | loss: 0.031136 | val_loss: 0.0311582 | Time: 1793.15 ms
[2021-12-02 13:18:18 main:581] : INFO : Epoch 1892 | loss: 0.0311407 | val_loss: 0.0311541 | Time: 1790.58 ms
[2021-12-02 13:18:20 main:581] : INFO : Epoch 1893 | loss: 0.0311413 | val_loss: 0.0311594 | Time: 1777.66 ms
[2021-12-02 13:18:22 main:581] : INFO : Epoch 1894 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 1792.57 ms
[2021-12-02 13:18:24 main:581] : INFO : Epoch 1895 | loss: 0.031138 | val_loss: 0.0311519 | Time: 1759.69 ms
[2021-12-02 13:18:25 main:581] : INFO : Epoch 1896 | loss: 0.0311382 | val_loss: 0.0311494 | Time: 1773.65 ms
[2021-12-02 13:18:27 main:581] : INFO : Epoch 1897 | loss: 0.0311369 | val_loss: 0.0311535 | Time: 1773.73 ms
[2021-12-02 13:18:29 main:581] : INFO : Epoch 1898 | loss: 0.0311365 | val_loss: 0.031152 | Time: 1786.1 ms
[2021-12-02 13:18:31 main:581] : INFO : Epoch 1899 | loss: 0.031143 | val_loss: 0.0311628 | Time: 1860.92 ms
[2021-12-02 13:18:32 main:581] : INFO : Epoch 1900 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 1803.15 ms
[2021-12-02 13:18:34 main:581] : INFO : Epoch 1901 | loss: 0.0311362 | val_loss: 0.0311525 | Time: 1816.26 ms
[2021-12-02 13:18:36 main:581] : INFO : Epoch 1902 | loss: 0.0311348 | val_loss: 0.0311577 | Time: 1801.89 ms
[2021-12-02 13:18:38 main:581] : INFO : Epoch 1903 | loss: 0.0311415 | val_loss: 0.0311559 | Time: 1845.09 ms
[2021-12-02 13:18:40 main:581] : INFO : Epoch 1904 | loss: 0.0311422 | val_loss: 0.0311581 | Time: 1874.81 ms
[2021-12-02 13:18:42 main:581] : INFO : Epoch 1905 | loss: 0.0311405 | val_loss: 0.0311528 | Time: 1792.82 ms
[2021-12-02 13:18:43 main:581] : INFO : Epoch 1906 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 1802.78 ms
[2021-12-02 13:18:45 main:581] : INFO : Epoch 1907 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 1798.21 ms
[2021-12-02 13:18:47 main:581] : INFO : Epoch 1908 | loss: 0.0311389 | val_loss: 0.0311585 | Time: 1827.02 ms
[2021-12-02 13:18:49 main:581] : INFO : Epoch 1909 | loss: 0.0311381 | val_loss: 0.031157 | Time: 1819.91 ms
[2021-12-02 13:18:51 main:581] : INFO : Epoch 1910 | loss: 0.0311353 | val_loss: 0.0311581 | Time: 1775.89 ms
[2021-12-02 13:18:52 main:581] : INFO : Epoch 1911 | loss: 0.031137 | val_loss: 0.0311566 | Time: 1769.62 ms
[2021-12-02 13:18:54 main:581] : INFO : Epoch 1912 | loss: 0.0311381 | val_loss: 0.0311574 | Time: 1833.94 ms
[2021-12-02 13:18:56 main:581] : INFO : Epoch 1913 | loss: 0.0311385 | val_loss: 0.0311585 | Time: 1811.01 ms
[2021-12-02 13:18:58 main:581] : INFO : Epoch 1914 | loss: 0.0311379 | val_loss: 0.0311559 | Time: 1757.92 ms
[2021-12-02 13:19:00 main:581] : INFO : Epoch 1915 | loss: 0.0311373 | val_loss: 0.0311586 | Time: 1832.22 ms
[2021-12-02 13:19:01 main:581] : INFO : Epoch 1916 | loss: 0.0311377 | val_loss: 0.0311561 | Time: 1788.1 ms
[2021-12-02 13:19:03 main:581] : INFO : Epoch 1917 | loss: 0.0311377 | val_loss: 0.0311535 | Time: 1794.26 ms
[2021-12-02 13:19:05 main:581] : INFO : Epoch 1918 | loss: 0.0311399 | val_loss: 0.0311628 | Time: 1789.6 ms
[2021-12-02 13:19:07 main:581] : INFO : Epoch 1919 | loss: 0.0311393 | val_loss: 0.0311578 | Time: 1777.8 ms
[2021-12-02 13:19:09 main:581] : INFO : Epoch 1920 | loss: 0.0311374 | val_loss: 0.0311575 | Time: 1781.21 ms
[2021-12-02 13:19:10 main:581] : INFO : Epoch 1921 | loss: 0.0311369 | val_loss: 0.0311646 | Time: 1784.68 ms
[2021-12-02 13:19:12 main:581] : INFO : Epoch 1922 | loss: 0.0311397 | val_loss: 0.0311635 | Time: 1808.86 ms
[2021-12-02 13:19:14 main:581] : INFO : Epoch 1923 | loss: 0.0311411 | val_loss: 0.0311697 | Time: 1786.51 ms
[2021-12-02 13:19:16 main:581] : INFO : Epoch 1924 | loss: 0.0311417 | val_loss: 0.0311588 | Time: 1769.43 ms
[2021-12-02 13:19:18 main:581] : INFO : Epoch 1925 | loss: 0.0311393 | val_loss: 0.0311623 | Time: 1766.38 ms
[2021-12-02 13:19:19 main:581] : INFO : Epoch 1926 | loss: 0.031138 | val_loss: 0.0311651 | Time: 1772.55 ms
[2021-12-02 13:19:21 main:581] : INFO : Epoch 1927 | loss: 0.0311369 | val_loss: 0.0311637 | Time: 1822.6 ms
[2021-12-02 13:19:23 main:581] : INFO : Epoch 1928 | loss: 0.0311371 | val_loss: 0.0311621 | Time: 1810.94 ms
[2021-12-02 13:19:25 main:581] : INFO : Epoch 1929 | loss: 0.0311362 | val_loss: 0.0311577 | Time: 1772.07 ms
[2021-12-02 13:19:27 main:581] : INFO : Epoch 1930 | loss: 0.0311373 | val_loss: 0.0311551 | Time: 1821.94 ms
[2021-12-02 13:19:28 main:581] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311567 | Time: 1812.7 ms
[2021-12-02 13:19:30 main:581] : INFO : Epoch 1932 | loss: 0.0311388 | val_loss: 0.0311541 | Time: 1812.58 ms
[2021-12-02 13:19:32 main:581] : INFO : Epoch 1933 | loss: 0.0311385 | val_loss: 0.0311566 | Time: 1777.4 ms
[2021-12-02 13:19:34 main:581] : INFO : Epoch 1934 | loss: 0.0311381 | val_loss: 0.0311582 | Time: 1772.75 ms
[2021-12-02 13:19:35 main:581] : INFO : Epoch 1935 | loss: 0.0311387 | val_loss: 0.0311607 | Time: 1782.33 ms
[2021-12-02 13:19:37 main:581] : INFO : Epoch 1936 | loss: 0.0311371 | val_loss: 0.0311548 | Time: 1810.88 ms
[2021-12-02 13:19:39 main:581] : INFO : Epoch 1937 | loss: 0.0311352 | val_loss: 0.0311582 | Time: 1833.35 ms
[2021-12-02 13:19:41 main:581] : INFO : Epoch 1938 | loss: 0.0311347 | val_loss: 0.0311582 | Time: 1820.48 ms
[2021-12-02 13:19:43 main:581] : INFO : Epoch 1939 | loss: 0.0311356 | val_loss: 0.0311605 | Time: 1776.89 ms
[2021-12-02 13:19:44 main:581] : INFO : Epoch 1940 | loss: 0.0311338 | val_loss: 0.0311588 | Time: 1769.06 ms
[2021-12-02 13:19:46 main:581] : INFO : Epoch 1941 | loss: 0.0311379 | val_loss: 0.0311707 | Time: 1777.88 ms
[2021-12-02 13:19:48 main:581] : INFO : Epoch 1942 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 1770.07 ms
[2021-12-02 13:19:50 main:581] : INFO : Epoch 1943 | loss: 0.031137 | val_loss: 0.0311631 | Time: 1760.24 ms
[2021-12-02 13:19:52 main:581] : INFO : Epoch 1944 | loss: 0.0311373 | val_loss: 0.0311539 | Time: 1799.37 ms
[2021-12-02 13:19:53 main:581] : INFO : Epoch 1945 | loss: 0.0311379 | val_loss: 0.0311567 | Time: 1788.92 ms
[2021-12-02 13:19:55 main:581] : INFO : Epoch 1946 | loss: 0.0311417 | val_loss: 0.0311553 | Time: 1803.86 ms
[2021-12-02 13:19:57 main:581] : INFO : Epoch 1947 | loss: 0.0311443 | val_loss: 0.0311612 | Time: 1814.2 ms
[2021-12-02 13:19:59 main:581] : INFO : Epoch 1948 | loss: 0.0311444 | val_loss: 0.0311604 | Time: 1806.68 ms
[2021-12-02 13:20:01 main:581] : INFO : Epoch 1949 | loss: 0.0311433 | val_loss: 0.0311606 | Time: 1855.95 ms
[2021-12-02 13:20:02 main:581] : INFO : Epoch 1950 | loss: 0.0311432 | val_loss: 0.0311547 | Time: 1790.74 ms
[2021-12-02 13:20:04 main:581] : INFO : Epoch 1951 | loss: 0.0311448 | val_loss: 0.0311648 | Time: 1795.48 ms
[2021-12-02 13:20:06 main:581] : INFO : Epoch 1952 | loss: 0.0311466 | val_loss: 0.0311632 | Time: 1784.22 ms
[2021-12-02 13:20:08 main:581] : INFO : Epoch 1953 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 1783.37 ms
[2021-12-02 13:20:10 main:581] : INFO : Epoch 1954 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 1792.52 ms
[2021-12-02 13:20:11 main:581] : INFO : Epoch 1955 | loss: 0.0311443 | val_loss: 0.0311645 | Time: 1798.17 ms
[2021-12-02 13:20:13 main:581] : INFO : Epoch 1956 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 1806.9 ms
[2021-12-02 13:20:15 main:581] : INFO : Epoch 1957 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 1797.24 ms
[2021-12-02 13:20:17 main:581] : INFO : Epoch 1958 | loss: 0.0311481 | val_loss: 0.0311631 | Time: 1784.44 ms
[2021-12-02 13:20:19 main:581] : INFO : Epoch 1959 | loss: 0.0311466 | val_loss: 0.0311596 | Time: 1798.4 ms
[2021-12-02 13:20:20 main:581] : INFO : Epoch 1960 | loss: 0.0311437 | val_loss: 0.0311595 | Time: 1785.99 ms
[2021-12-02 13:20:22 main:581] : INFO : Epoch 1961 | loss: 0.0311442 | val_loss: 0.0311628 | Time: 1783.3 ms
[2021-12-02 13:20:24 main:581] : INFO : Epoch 1962 | loss: 0.0311443 | val_loss: 0.031162 | Time: 1765.77 ms
[2021-12-02 13:20:26 main:581] : INFO : Epoch 1963 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 1814.12 ms
[2021-12-02 13:20:28 main:581] : INFO : Epoch 1964 | loss: 0.0311433 | val_loss: 0.0311616 | Time: 1789.98 ms
[2021-12-02 13:20:29 main:581] : INFO : Epoch 1965 | loss: 0.0311415 | val_loss: 0.0311764 | Time: 1792.28 ms
[2021-12-02 13:20:31 main:581] : INFO : Epoch 1966 | loss: 0.0311412 | val_loss: 0.0311594 | Time: 1872.46 ms
[2021-12-02 13:20:33 main:581] : INFO : Epoch 1967 | loss: 0.0311405 | val_loss: 0.0311561 | Time: 1813.15 ms
[2021-12-02 13:20:35 main:581] : INFO : Epoch 1968 | loss: 0.0311433 | val_loss: 0.0311603 | Time: 1787.16 ms
[2021-12-02 13:20:37 main:581] : INFO : Epoch 1969 | loss: 0.0311391 | val_loss: 0.0311572 | Time: 1782.23 ms
[2021-12-02 13:20:38 main:581] : INFO : Epoch 1970 | loss: 0.0311376 | val_loss: 0.0311583 | Time: 1788.49 ms
[2021-12-02 13:20:40 main:581] : INFO : Epoch 1971 | loss: 0.0311367 | val_loss: 0.0311602 | Time: 1829.55 ms
[2021-12-02 13:20:42 main:581] : INFO : Epoch 1972 | loss: 0.0311375 | val_loss: 0.0311685 | Time: 1829.81 ms
[2021-12-02 13:20:44 main:581] : INFO : Epoch 1973 | loss: 0.031138 | val_loss: 0.0311624 | Time: 1790.2 ms
[2021-12-02 13:20:46 main:581] : INFO : Epoch 1974 | loss: 0.031144 | val_loss: 0.0311715 | Time: 1815.58 ms
[2021-12-02 13:20:47 main:581] : INFO : Epoch 1975 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 1793.73 ms
[2021-12-02 13:20:49 main:581] : INFO : Epoch 1976 | loss: 0.0311378 | val_loss: 0.0311585 | Time: 1786.18 ms
[2021-12-02 13:20:51 main:581] : INFO : Epoch 1977 | loss: 0.031137 | val_loss: 0.0311622 | Time: 1817.86 ms
[2021-12-02 13:20:53 main:581] : INFO : Epoch 1978 | loss: 0.0311423 | val_loss: 0.0311583 | Time: 1775.02 ms
[2021-12-02 13:20:55 main:581] : INFO : Epoch 1979 | loss: 0.0311423 | val_loss: 0.0311593 | Time: 1763.32 ms
[2021-12-02 13:20:56 main:581] : INFO : Epoch 1980 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 1807.29 ms
[2021-12-02 13:20:58 main:581] : INFO : Epoch 1981 | loss: 0.0311404 | val_loss: 0.031158 | Time: 1786.38 ms
[2021-12-02 13:21:00 main:581] : INFO : Epoch 1982 | loss: 0.0311388 | val_loss: 0.0311571 | Time: 1809.89 ms
[2021-12-02 13:21:02 main:581] : INFO : Epoch 1983 | loss: 0.0311396 | val_loss: 0.0311584 | Time: 1855.99 ms
[2021-12-02 13:21:04 main:581] : INFO : Epoch 1984 | loss: 0.0311378 | val_loss: 0.0311559 | Time: 1770.1 ms
[2021-12-02 13:21:05 main:581] : INFO : Epoch 1985 | loss: 0.0311391 | val_loss: 0.0311562 | Time: 1817.9 ms
[2021-12-02 13:21:07 main:581] : INFO : Epoch 1986 | loss: 0.0311421 | val_loss: 0.0311665 | Time: 1799.81 ms
[2021-12-02 13:21:09 main:581] : INFO : Epoch 1987 | loss: 0.0311408 | val_loss: 0.0311549 | Time: 1762.61 ms
[2021-12-02 13:21:11 main:581] : INFO : Epoch 1988 | loss: 0.0311374 | val_loss: 0.0311608 | Time: 1781.85 ms
[2021-12-02 13:21:13 main:581] : INFO : Epoch 1989 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 1830 ms
[2021-12-02 13:21:14 main:581] : INFO : Epoch 1990 | loss: 0.0311368 | val_loss: 0.0311553 | Time: 1792.79 ms
[2021-12-02 13:21:16 main:581] : INFO : Epoch 1991 | loss: 0.0311388 | val_loss: 0.0311583 | Time: 1800.47 ms
[2021-12-02 13:21:18 main:581] : INFO : Epoch 1992 | loss: 0.0311389 | val_loss: 0.0311706 | Time: 1810.42 ms
[2021-12-02 13:21:20 main:581] : INFO : Epoch 1993 | loss: 0.0311394 | val_loss: 0.0311549 | Time: 1832.42 ms
[2021-12-02 13:21:22 main:581] : INFO : Epoch 1994 | loss: 0.0311384 | val_loss: 0.0311527 | Time: 1815.58 ms
[2021-12-02 13:21:24 main:581] : INFO : Epoch 1995 | loss: 0.0311396 | val_loss: 0.0311566 | Time: 1872.8 ms
[2021-12-02 13:21:25 main:581] : INFO : Epoch 1996 | loss: 0.0311393 | val_loss: 0.0311618 | Time: 1847.25 ms
[2021-12-02 13:21:27 main:581] : INFO : Epoch 1997 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 1779.77 ms
[2021-12-02 13:21:29 main:581] : INFO : Epoch 1998 | loss: 0.0311424 | val_loss: 0.0311563 | Time: 1787.76 ms
[2021-12-02 13:21:31 main:581] : INFO : Epoch 1999 | loss: 0.031149 | val_loss: 0.0311567 | Time: 1856.43 ms
[2021-12-02 13:21:33 main:581] : INFO : Epoch 2000 | loss: 0.0311449 | val_loss: 0.0311603 | Time: 1838.62 ms
[2021-12-02 13:21:34 main:581] : INFO : Epoch 2001 | loss: 0.0311438 | val_loss: 0.0311613 | Time: 1777.64 ms
[2021-12-02 13:21:36 main:581] : INFO : Epoch 2002 | loss: 0.0311447 | val_loss: 0.0311604 | Time: 1802.66 ms
[2021-12-02 13:21:38 main:581] : INFO : Epoch 2003 | loss: 0.0311436 | val_loss: 0.0311581 | Time: 1808.26 ms
[2021-12-02 13:21:40 main:581] : INFO : Epoch 2004 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 1811.09 ms
[2021-12-02 13:21:42 main:581] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311581 | Time: 1833.57 ms
[2021-12-02 13:21:44 main:581] : INFO : Epoch 2006 | loss: 0.0311484 | val_loss: 0.0311568 | Time: 1854.32 ms
[2021-12-02 13:21:45 main:581] : INFO : Epoch 2007 | loss: 0.0311478 | val_loss: 0.031157 | Time: 1879.04 ms
[2021-12-02 13:21:47 main:581] : INFO : Epoch 2008 | loss: 0.0311467 | val_loss: 0.0311573 | Time: 1886.36 ms
[2021-12-02 13:21:49 main:581] : INFO : Epoch 2009 | loss: 0.0311459 | val_loss: 0.0311552 | Time: 1905.06 ms
[2021-12-02 13:21:51 main:581] : INFO : Epoch 2010 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 1854.59 ms
[2021-12-02 13:21:53 main:581] : INFO : Epoch 2011 | loss: 0.0311475 | val_loss: 0.0311627 | Time: 1866.96 ms
[2021-12-02 13:21:55 main:581] : INFO : Epoch 2012 | loss: 0.0311464 | val_loss: 0.0311572 | Time: 1876.53 ms
[2021-12-02 13:21:57 main:581] : INFO : Epoch 2013 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 1876.44 ms
[2021-12-02 13:21:59 main:581] : INFO : Epoch 2014 | loss: 0.031145 | val_loss: 0.0311554 | Time: 1885.07 ms
[2021-12-02 13:22:00 main:581] : INFO : Epoch 2015 | loss: 0.0311477 | val_loss: 0.0311614 | Time: 1906.6 ms
[2021-12-02 13:22:02 main:581] : INFO : Epoch 2016 | loss: 0.0311488 | val_loss: 0.0311608 | Time: 1806.53 ms
[2021-12-02 13:22:04 main:581] : INFO : Epoch 2017 | loss: 0.0311456 | val_loss: 0.0311592 | Time: 1974.45 ms
[2021-12-02 13:22:06 main:581] : INFO : Epoch 2018 | loss: 0.0311443 | val_loss: 0.0311571 | Time: 1992.05 ms
[2021-12-02 13:22:08 main:581] : INFO : Epoch 2019 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 1944.33 ms
[2021-12-02 13:22:10 main:581] : INFO : Epoch 2020 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 1939.36 ms
[2021-12-02 13:22:12 main:581] : INFO : Epoch 2021 | loss: 0.0311459 | val_loss: 0.0311548 | Time: 1965.58 ms
[2021-12-02 13:22:14 main:581] : INFO : Epoch 2022 | loss: 0.0311434 | val_loss: 0.0311561 | Time: 1957.79 ms
[2021-12-02 13:22:16 main:581] : INFO : Epoch 2023 | loss: 0.0311436 | val_loss: 0.031163 | Time: 1999.59 ms
[2021-12-02 13:22:18 main:581] : INFO : Epoch 2024 | loss: 0.0311437 | val_loss: 0.0311589 | Time: 1885.71 ms
[2021-12-02 13:22:20 main:581] : INFO : Epoch 2025 | loss: 0.031142 | val_loss: 0.0311577 | Time: 1882.52 ms
[2021-12-02 13:22:22 main:581] : INFO : Epoch 2026 | loss: 0.031144 | val_loss: 0.0311623 | Time: 1815.36 ms
[2021-12-02 13:22:24 main:581] : INFO : Epoch 2027 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 1897.48 ms
[2021-12-02 13:22:25 main:581] : INFO : Epoch 2028 | loss: 0.0311426 | val_loss: 0.0311589 | Time: 1929.66 ms
[2021-12-02 13:22:27 main:581] : INFO : Epoch 2029 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 1951.26 ms
[2021-12-02 13:22:29 main:581] : INFO : Epoch 2030 | loss: 0.0311621 | val_loss: 0.0311619 | Time: 2030.33 ms
[2021-12-02 13:22:31 main:581] : INFO : Epoch 2031 | loss: 0.031162 | val_loss: 0.0311671 | Time: 1940.29 ms
[2021-12-02 13:22:33 main:581] : INFO : Epoch 2032 | loss: 0.0311655 | val_loss: 0.0311717 | Time: 1940.1 ms
[2021-12-02 13:22:35 main:581] : INFO : Epoch 2033 | loss: 0.0311659 | val_loss: 0.0311654 | Time: 1973.62 ms
[2021-12-02 13:22:37 main:581] : INFO : Epoch 2034 | loss: 0.0311609 | val_loss: 0.0311665 | Time: 1986.58 ms
[2021-12-02 13:22:39 main:581] : INFO : Epoch 2035 | loss: 0.0311579 | val_loss: 0.031172 | Time: 2047.71 ms
[2021-12-02 13:22:41 main:581] : INFO : Epoch 2036 | loss: 0.0311598 | val_loss: 0.0311633 | Time: 1954.08 ms
[2021-12-02 13:22:43 main:581] : INFO : Epoch 2037 | loss: 0.0311602 | val_loss: 0.0311727 | Time: 2042.6 ms
[2021-12-02 13:22:45 main:581] : INFO : Epoch 2038 | loss: 0.0311638 | val_loss: 0.031167 | Time: 1990.36 ms
[2021-12-02 13:22:47 main:581] : INFO : Epoch 2039 | loss: 0.0311602 | val_loss: 0.0311599 | Time: 1975.39 ms
[2021-12-02 13:22:49 main:581] : INFO : Epoch 2040 | loss: 0.031155 | val_loss: 0.0311597 | Time: 1982.82 ms
[2021-12-02 13:22:51 main:581] : INFO : Epoch 2041 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1955.11 ms
[2021-12-02 13:22:53 main:581] : INFO : Epoch 2042 | loss: 0.0311558 | val_loss: 0.031158 | Time: 1994.56 ms
[2021-12-02 13:22:55 main:581] : INFO : Epoch 2043 | loss: 0.0311554 | val_loss: 0.0311698 | Time: 1981.97 ms
[2021-12-02 13:22:57 main:581] : INFO : Epoch 2044 | loss: 0.0311553 | val_loss: 0.0311609 | Time: 1954.88 ms
[2021-12-02 13:22:59 main:581] : INFO : Epoch 2045 | loss: 0.0311512 | val_loss: 0.0311612 | Time: 2006.57 ms
[2021-12-02 13:23:01 main:581] : INFO : Epoch 2046 | loss: 0.0311511 | val_loss: 0.0311691 | Time: 2022.91 ms
[2021-12-02 13:23:03 main:581] : INFO : Epoch 2047 | loss: 0.0311496 | val_loss: 0.031164 | Time: 2016.2 ms
[2021-12-02 13:23:05 main:581] : INFO : Epoch 2048 | loss: 0.0311499 | val_loss: 0.0311622 | Time: 2035.44 ms
[2021-12-02 13:23:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311622
[2021-12-02 13:23:05 main:610] : INFO : Saving end state to config to file
[2021-12-02 13:23:05 main:615] : INFO : Success, exiting..
13:23:05 (11466): 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)