Task 5600690
| Name | ParityMachine-1624573965-11888-0_1 |
| Workunit | 3302400 |
| Created | 4 Jul 2021, 4:10:14 UTC |
| Sent | 4 Jul 2021, 5:08:52 UTC |
| Report deadline | 12 Jul 2021, 5:08:52 UTC |
| Received | 4 Jul 2021, 10:19:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 59 min 37 sec |
| CPU time | 59 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0306965 | val_loss: 0.0312087 | Time: 1727.48 ms
[2021-07-04 12:04:33 main:574] : INFO : Epoch 1543 | loss: 0.0306763 | val_loss: 0.0311465 | Time: 1724.1 ms
[2021-07-04 12:04:35 main:574] : INFO : Epoch 1544 | loss: 0.030683 | val_loss: 0.0311738 | Time: 1721.68 ms
[2021-07-04 12:04:37 main:574] : INFO : Epoch 1545 | loss: 0.0306951 | val_loss: 0.0312335 | Time: 1727.74 ms
[2021-07-04 12:04:39 main:574] : INFO : Epoch 1546 | loss: 0.0306759 | val_loss: 0.0312299 | Time: 1736.17 ms
[2021-07-04 12:04:40 main:574] : INFO : Epoch 1547 | loss: 0.0306743 | val_loss: 0.0311769 | Time: 1738.47 ms
[2021-07-04 12:04:42 main:574] : INFO : Epoch 1548 | loss: 0.0306811 | val_loss: 0.0312078 | Time: 1728.75 ms
[2021-07-04 12:04:44 main:574] : INFO : Epoch 1549 | loss: 0.03068 | val_loss: 0.0312069 | Time: 1722.7 ms
[2021-07-04 12:04:46 main:574] : INFO : Epoch 1550 | loss: 0.0306719 | val_loss: 0.0311969 | Time: 1729.25 ms
[2021-07-04 12:04:47 main:574] : INFO : Epoch 1551 | loss: 0.0306695 | val_loss: 0.031167 | Time: 1751.26 ms
[2021-07-04 12:04:49 main:574] : INFO : Epoch 1552 | loss: 0.0306795 | val_loss: 0.0311413 | Time: 1734.15 ms
[2021-07-04 12:04:51 main:574] : INFO : Epoch 1553 | loss: 0.0306933 | val_loss: 0.0312402 | Time: 1775.45 ms
[2021-07-04 12:04:53 main:574] : INFO : Epoch 1554 | loss: 0.030679 | val_loss: 0.0311914 | Time: 1726.06 ms
[2021-07-04 12:04:54 main:574] : INFO : Epoch 1555 | loss: 0.0306657 | val_loss: 0.0312776 | Time: 1728.4 ms
[2021-07-04 12:04:56 main:574] : INFO : Epoch 1556 | loss: 0.0307008 | val_loss: 0.0312257 | Time: 1707.98 ms
[2021-07-04 12:04:58 main:574] : INFO : Epoch 1557 | loss: 0.0306724 | val_loss: 0.0311838 | Time: 1717.48 ms
[2021-07-04 12:04:59 main:574] : INFO : Epoch 1558 | loss: 0.0306683 | val_loss: 0.0311902 | Time: 1745.83 ms
[2021-07-04 12:05:01 main:574] : INFO : Epoch 1559 | loss: 0.0306731 | val_loss: 0.0311991 | Time: 1739.1 ms
[2021-07-04 12:05:03 main:574] : INFO : Epoch 1560 | loss: 0.030666 | val_loss: 0.0312576 | Time: 1754.6 ms
[2021-07-04 12:05:05 main:574] : INFO : Epoch 1561 | loss: 0.0306669 | val_loss: 0.031178 | Time: 1739.25 ms
[2021-07-04 12:05:06 main:574] : INFO : Epoch 1562 | loss: 0.0306697 | val_loss: 0.0311856 | Time: 1717.1 ms
[2021-07-04 12:05:08 main:574] : INFO : Epoch 1563 | loss: 0.0307051 | val_loss: 0.0312035 | Time: 1731.03 ms
[2021-07-04 12:05:10 main:574] : INFO : Epoch 1564 | loss: 0.030713 | val_loss: 0.0312194 | Time: 1743.54 ms
[2021-07-04 12:05:12 main:574] : INFO : Epoch 1565 | loss: 0.0307297 | val_loss: 0.0312519 | Time: 1754.2 ms
[2021-07-04 12:05:13 main:574] : INFO : Epoch 1566 | loss: 0.0306936 | val_loss: 0.0311501 | Time: 1740.1 ms
[2021-07-04 12:05:15 main:574] : INFO : Epoch 1567 | loss: 0.0306946 | val_loss: 0.0311505 | Time: 1757.32 ms
[2021-07-04 12:05:17 main:574] : INFO : Epoch 1568 | loss: 0.0307258 | val_loss: 0.0312047 | Time: 1739.1 ms
[2021-07-04 12:05:19 main:574] : INFO : Epoch 1569 | loss: 0.0307104 | val_loss: 0.0312083 | Time: 1737.84 ms
[2021-07-04 12:05:20 main:574] : INFO : Epoch 1570 | loss: 0.0306965 | val_loss: 0.0311759 | Time: 1795.07 ms
[2021-07-04 12:05:22 main:574] : INFO : Epoch 1571 | loss: 0.0306846 | val_loss: 0.0312065 | Time: 1830.07 ms
[2021-07-04 12:05:24 main:574] : INFO : Epoch 1572 | loss: 0.0306758 | val_loss: 0.0311719 | Time: 1827.58 ms
[2021-07-04 12:05:26 main:574] : INFO : Epoch 1573 | loss: 0.0306848 | val_loss: 0.0311627 | Time: 1756.35 ms
[2021-07-04 12:05:28 main:574] : INFO : Epoch 1574 | loss: 0.0306743 | val_loss: 0.0312245 | Time: 1719.2 ms
[2021-07-04 12:05:29 main:574] : INFO : Epoch 1575 | loss: 0.0306756 | val_loss: 0.0311755 | Time: 1733.56 ms
[2021-07-04 12:05:31 main:574] : INFO : Epoch 1576 | loss: 0.0306661 | val_loss: 0.0312086 | Time: 1718.06 ms
[2021-07-04 12:05:33 main:574] : INFO : Epoch 1577 | loss: 0.0306861 | val_loss: 0.0311906 | Time: 1741.86 ms
[2021-07-04 12:05:35 main:574] : INFO : Epoch 1578 | loss: 0.0307798 | val_loss: 0.0312439 | Time: 1723.57 ms
[2021-07-04 12:05:36 main:574] : INFO : Epoch 1579 | loss: 0.0307238 | val_loss: 0.0312409 | Time: 1741.88 ms
[2021-07-04 12:05:38 main:574] : INFO : Epoch 1580 | loss: 0.0306819 | val_loss: 0.0311913 | Time: 1743.18 ms
[2021-07-04 12:05:40 main:574] : INFO : Epoch 1581 | loss: 0.0306747 | val_loss: 0.0312197 | Time: 1770.29 ms
[2021-07-04 12:05:42 main:574] : INFO : Epoch 1582 | loss: 0.0306991 | val_loss: 0.0312185 | Time: 1746.62 ms
[2021-07-04 12:05:43 main:574] : INFO : Epoch 1583 | loss: 0.0306955 | val_loss: 0.0311504 | Time: 1742.53 ms
[2021-07-04 12:05:45 main:574] : INFO : Epoch 1584 | loss: 0.0306987 | val_loss: 0.0311806 | Time: 1735.56 ms
[2021-07-04 12:05:47 main:574] : INFO : Epoch 1585 | loss: 0.0306807 | val_loss: 0.0312195 | Time: 1711.66 ms
[2021-07-04 12:05:49 main:574] : INFO : Epoch 1586 | loss: 0.0307031 | val_loss: 0.0311925 | Time: 1719.56 ms
[2021-07-04 12:05:50 main:574] : INFO : Epoch 1587 | loss: 0.0306946 | val_loss: 0.031169 | Time: 1734.83 ms
[2021-07-04 12:05:52 main:574] : INFO : Epoch 1588 | loss: 0.0306994 | val_loss: 0.0311576 | Time: 1733.78 ms
[2021-07-04 12:05:54 main:574] : INFO : Epoch 1589 | loss: 0.0306901 | val_loss: 0.0312036 | Time: 1731.02 ms
[2021-07-04 12:05:55 main:574] : INFO : Epoch 1590 | loss: 0.0306816 | val_loss: 0.0312233 | Time: 1756.98 ms
[2021-07-04 12:05:57 main:574] : INFO : Epoch 1591 | loss: 0.0306701 | val_loss: 0.0311918 | Time: 1726.09 ms
[2021-07-04 12:05:59 main:574] : INFO : Epoch 1592 | loss: 0.0306781 | val_loss: 0.0312553 | Time: 1725.45 ms
[2021-07-04 12:06:01 main:574] : INFO : Epoch 1593 | loss: 0.0306748 | val_loss: 0.0311873 | Time: 1737.58 ms
[2021-07-04 12:06:02 main:574] : INFO : Epoch 1594 | loss: 0.0306778 | val_loss: 0.0311813 | Time: 1747.35 ms
[2021-07-04 12:06:04 main:574] : INFO : Epoch 1595 | loss: 0.0307095 | val_loss: 0.0311618 | Time: 1734.19 ms
[2021-07-04 12:06:06 main:574] : INFO : Epoch 1596 | loss: 0.030697 | val_loss: 0.0312108 | Time: 1714.82 ms
[2021-07-04 12:06:08 main:574] : INFO : Epoch 1597 | loss: 0.0306779 | val_loss: 0.0312277 | Time: 1732.06 ms
[2021-07-04 12:06:09 main:574] : INFO : Epoch 1598 | loss: 0.0306752 | val_loss: 0.0311731 | Time: 1725.31 ms
[2021-07-04 12:06:11 main:574] : INFO : Epoch 1599 | loss: 0.0306781 | val_loss: 0.0311588 | Time: 1731.34 ms
[2021-07-04 12:06:13 main:574] : INFO : Epoch 1600 | loss: 0.0306835 | val_loss: 0.0312363 | Time: 1741.45 ms
[2021-07-04 12:06:15 main:574] : INFO : Epoch 1601 | loss: 0.0306987 | val_loss: 0.0311348 | Time: 1771.42 ms
[2021-07-04 12:06:16 main:574] : INFO : Epoch 1602 | loss: 0.0307191 | val_loss: 0.0312067 | Time: 1719.94 ms
[2021-07-04 12:06:18 main:574] : INFO : Epoch 1603 | loss: 0.0307077 | val_loss: 0.0310934 | Time: 1711.68 ms
[2021-07-04 12:06:20 main:574] : INFO : Epoch 1604 | loss: 0.030734 | val_loss: 0.0311547 | Time: 1731.69 ms
[2021-07-04 12:06:22 main:574] : INFO : Epoch 1605 | loss: 0.0306925 | val_loss: 0.031186 | Time: 1726.46 ms
[2021-07-04 12:06:23 main:574] : INFO : Epoch 1606 | loss: 0.0306925 | val_loss: 0.031248 | Time: 1722.12 ms
[2021-07-04 12:06:25 main:574] : INFO : Epoch 1607 | loss: 0.0307015 | val_loss: 0.0311428 | Time: 1724.78 ms
[2021-07-04 12:06:27 main:574] : INFO : Epoch 1608 | loss: 0.0307219 | val_loss: 0.0311403 | Time: 1746.56 ms
[2021-07-04 12:06:28 main:574] : INFO : Epoch 1609 | loss: 0.0306992 | val_loss: 0.0311487 | Time: 1728.17 ms
[2021-07-04 12:06:30 main:574] : INFO : Epoch 1610 | loss: 0.0306746 | val_loss: 0.0311752 | Time: 1732.04 ms
[2021-07-04 12:06:32 main:574] : INFO : Epoch 1611 | loss: 0.0306726 | val_loss: 0.0312502 | Time: 1730.23 ms
[2021-07-04 12:06:34 main:574] : INFO : Epoch 1612 | loss: 0.0306973 | val_loss: 0.0311401 | Time: 1752.46 ms
[2021-07-04 12:06:35 main:574] : INFO : Epoch 1613 | loss: 0.0307075 | val_loss: 0.0311534 | Time: 1734.8 ms
[2021-07-04 12:06:37 main:574] : INFO : Epoch 1614 | loss: 0.0306839 | val_loss: 0.0312548 | Time: 1723.15 ms
[2021-07-04 12:06:39 main:574] : INFO : Epoch 1615 | loss: 0.0307152 | val_loss: 0.0312381 | Time: 1744.68 ms
[2021-07-04 12:06:41 main:574] : INFO : Epoch 1616 | loss: 0.0307499 | val_loss: 0.0311471 | Time: 1733.79 ms
[2021-07-04 12:06:42 main:574] : INFO : Epoch 1617 | loss: 0.0308018 | val_loss: 0.0311572 | Time: 1761.25 ms
[2021-07-04 12:06:44 main:574] : INFO : Epoch 1618 | loss: 0.03073 | val_loss: 0.031161 | Time: 1710.4 ms
[2021-07-04 12:06:46 main:574] : INFO : Epoch 1619 | loss: 0.0306977 | val_loss: 0.0311976 | Time: 1737.11 ms
[2021-07-04 12:06:48 main:574] : INFO : Epoch 1620 | loss: 0.0306804 | val_loss: 0.0311581 | Time: 1747.62 ms
[2021-07-04 12:06:49 main:574] : INFO : Epoch 1621 | loss: 0.0306829 | val_loss: 0.0311603 | Time: 1712.92 ms
[2021-07-04 12:06:51 main:574] : INFO : Epoch 1622 | loss: 0.0306793 | val_loss: 0.0312119 | Time: 1736.98 ms
[2021-07-04 12:06:53 main:574] : INFO : Epoch 1623 | loss: 0.0306836 | val_loss: 0.031211 | Time: 1711.61 ms
[2021-07-04 12:06:55 main:574] : INFO : Epoch 1624 | loss: 0.0306925 | val_loss: 0.0312468 | Time: 1721.95 ms
[2021-07-04 12:06:56 main:574] : INFO : Epoch 1625 | loss: 0.0306686 | val_loss: 0.0312213 | Time: 1734.53 ms
[2021-07-04 12:06:58 main:574] : INFO : Epoch 1626 | loss: 0.0306816 | val_loss: 0.0312028 | Time: 1744.49 ms
[2021-07-04 12:07:00 main:574] : INFO : Epoch 1627 | loss: 0.0306694 | val_loss: 0.0312399 | Time: 1741.77 ms
[2021-07-04 12:07:02 main:574] : INFO : Epoch 1628 | loss: 0.0306937 | val_loss: 0.0311676 | Time: 1763.16 ms
[2021-07-04 12:07:03 main:574] : INFO : Epoch 1629 | loss: 0.0307027 | val_loss: 0.0311545 | Time: 1731.27 ms
[2021-07-04 12:07:05 main:574] : INFO : Epoch 1630 | loss: 0.0307008 | val_loss: 0.0312676 | Time: 1726.71 ms
[2021-07-04 12:07:07 main:574] : INFO : Epoch 1631 | loss: 0.0306742 | val_loss: 0.0311556 | Time: 1740.78 ms
[2021-07-04 12:07:08 main:574] : INFO : Epoch 1632 | loss: 0.030687 | val_loss: 0.0311581 | Time: 1730.88 ms
[2021-07-04 12:07:10 main:574] : INFO : Epoch 1633 | loss: 0.0306925 | val_loss: 0.0311991 | Time: 1714.33 ms
[2021-07-04 12:07:12 main:574] : INFO : Epoch 1634 | loss: 0.0306947 | val_loss: 0.0312235 | Time: 1738.91 ms
[2021-07-04 12:07:14 main:574] : INFO : Epoch 1635 | loss: 0.0306822 | val_loss: 0.0312029 | Time: 1737.24 ms
[2021-07-04 12:07:15 main:574] : INFO : Epoch 1636 | loss: 0.0306802 | val_loss: 0.0311802 | Time: 1740.07 ms
[2021-07-04 12:07:17 main:574] : INFO : Epoch 1637 | loss: 0.0307353 | val_loss: 0.0311337 | Time: 1735.87 ms
[2021-07-04 12:07:19 main:574] : INFO : Epoch 1638 | loss: 0.0306935 | val_loss: 0.0311429 | Time: 1754.38 ms
[2021-07-04 12:07:21 main:574] : INFO : Epoch 1639 | loss: 0.0306907 | val_loss: 0.0311535 | Time: 1755.58 ms
[2021-07-04 12:07:22 main:574] : INFO : Epoch 1640 | loss: 0.0307278 | val_loss: 0.0312087 | Time: 1730.77 ms
[2021-07-04 12:07:24 main:574] : INFO : Epoch 1641 | loss: 0.0307002 | val_loss: 0.031214 | Time: 1730.14 ms
[2021-07-04 12:07:26 main:574] : INFO : Epoch 1642 | loss: 0.0306792 | val_loss: 0.0311576 | Time: 1710.42 ms
[2021-07-04 12:07:28 main:574] : INFO : Epoch 1643 | loss: 0.030662 | val_loss: 0.0311583 | Time: 1711.81 ms
[2021-07-04 12:07:29 main:574] : INFO : Epoch 1644 | loss: 0.0306658 | val_loss: 0.0311559 | Time: 1723.65 ms
[2021-07-04 12:07:31 main:574] : INFO : Epoch 1645 | loss: 0.0306829 | val_loss: 0.0312274 | Time: 1758.45 ms
[2021-07-04 12:07:33 main:574] : INFO : Epoch 1646 | loss: 0.0308351 | val_loss: 0.0311268 | Time: 1756.2 ms
[2021-07-04 12:07:35 main:574] : INFO : Epoch 1647 | loss: 0.0308119 | val_loss: 0.0311292 | Time: 1738.52 ms
[2021-07-04 12:07:36 main:574] : INFO : Epoch 1648 | loss: 0.0307427 | val_loss: 0.0311005 | Time: 1743.14 ms
[2021-07-04 12:07:38 main:574] : INFO : Epoch 1649 | loss: 0.0306935 | val_loss: 0.0311836 | Time: 1734.92 ms
[2021-07-04 12:07:40 main:574] : INFO : Epoch 1650 | loss: 0.0306804 | val_loss: 0.0311357 | Time: 1722.84 ms
[2021-07-04 12:07:42 main:574] : INFO : Epoch 1651 | loss: 0.0306803 | val_loss: 0.0312542 | Time: 1726.5 ms
[2021-07-04 12:07:43 main:574] : INFO : Epoch 1652 | loss: 0.0307067 | val_loss: 0.0311378 | Time: 1720.21 ms
[2021-07-04 12:07:45 main:574] : INFO : Epoch 1653 | loss: 0.0307104 | val_loss: 0.0311793 | Time: 1733.54 ms
[2021-07-04 12:07:47 main:574] : INFO : Epoch 1654 | loss: 0.0306955 | val_loss: 0.0311815 | Time: 1722.24 ms
[2021-07-04 12:07:48 main:574] : INFO : Epoch 1655 | loss: 0.0306978 | val_loss: 0.0311515 | Time: 1741.42 ms
[2021-07-04 12:07:50 main:574] : INFO : Epoch 1656 | loss: 0.0306898 | val_loss: 0.0312058 | Time: 1739.82 ms
[2021-07-04 12:07:52 main:574] : INFO : Epoch 1657 | loss: 0.0306819 | val_loss: 0.0311841 | Time: 1742.18 ms
[2021-07-04 12:07:54 main:574] : INFO : Epoch 1658 | loss: 0.030675 | val_loss: 0.0311441 | Time: 1747.89 ms
[2021-07-04 12:07:55 main:574] : INFO : Epoch 1659 | loss: 0.0306758 | val_loss: 0.0312038 | Time: 1765.65 ms
[2021-07-04 12:07:57 main:574] : INFO : Epoch 1660 | loss: 0.0306881 | val_loss: 0.0311844 | Time: 1706.47 ms
[2021-07-04 12:07:59 main:574] : INFO : Epoch 1661 | loss: 0.0306752 | val_loss: 0.031266 | Time: 1698.5 ms
[2021-07-04 12:08:01 main:574] : INFO : Epoch 1662 | loss: 0.0306782 | val_loss: 0.0311674 | Time: 1702.57 ms
[2021-07-04 12:08:02 main:574] : INFO : Epoch 1663 | loss: 0.0306903 | val_loss: 0.0311313 | Time: 1726.1 ms
[2021-07-04 12:08:04 main:574] : INFO : Epoch 1664 | loss: 0.0307165 | val_loss: 0.0311022 | Time: 1730.59 ms
[2021-07-04 12:08:06 main:574] : INFO : Epoch 1665 | loss: 0.0307189 | val_loss: 0.0311762 | Time: 1746.02 ms
[2021-07-04 12:08:08 main:574] : INFO : Epoch 1666 | loss: 0.0306908 | val_loss: 0.0312077 | Time: 1727.61 ms
[2021-07-04 12:08:09 main:574] : INFO : Epoch 1667 | loss: 0.0306757 | val_loss: 0.031162 | Time: 1742.43 ms
[2021-07-04 12:08:11 main:574] : INFO : Epoch 1668 | loss: 0.0306706 | val_loss: 0.0311913 | Time: 1746.05 ms
[2021-07-04 12:08:13 main:574] : INFO : Epoch 1669 | loss: 0.0306842 | val_loss: 0.0311926 | Time: 1737.21 ms
[2021-07-04 12:08:15 main:574] : INFO : Epoch 1670 | loss: 0.0306878 | val_loss: 0.0311803 | Time: 1723.19 ms
[2021-07-04 12:08:16 main:574] : INFO : Epoch 1671 | loss: 0.0306783 | val_loss: 0.0312058 | Time: 1720.95 ms
[2021-07-04 12:08:18 main:574] : INFO : Epoch 1672 | loss: 0.0306715 | val_loss: 0.0311999 | Time: 1720.67 ms
[2021-07-04 12:08:20 main:574] : INFO : Epoch 1673 | loss: 0.0306954 | val_loss: 0.0311525 | Time: 1724.06 ms
[2021-07-04 12:08:21 main:574] : INFO : Epoch 1674 | loss: 0.0307013 | val_loss: 0.0311774 | Time: 1717.16 ms
[2021-07-04 12:08:23 main:574] : INFO : Epoch 1675 | loss: 0.0307345 | val_loss: 0.0310984 | Time: 1716.42 ms
[2021-07-04 12:08:25 main:574] : INFO : Epoch 1676 | loss: 0.0307228 | val_loss: 0.0311277 | Time: 1784.97 ms
[2021-07-04 12:08:27 main:574] : INFO : Epoch 1677 | loss: 0.0307041 | val_loss: 0.0311675 | Time: 1747.73 ms
[2021-07-04 12:08:28 main:574] : INFO : Epoch 1678 | loss: 0.0306927 | val_loss: 0.0311713 | Time: 1730.61 ms
[2021-07-04 12:08:30 main:574] : INFO : Epoch 1679 | loss: 0.0306723 | val_loss: 0.0311727 | Time: 1740.23 ms
[2021-07-04 12:08:32 main:574] : INFO : Epoch 1680 | loss: 0.0306675 | val_loss: 0.031195 | Time: 1704.05 ms
[2021-07-04 12:08:34 main:574] : INFO : Epoch 1681 | loss: 0.0306637 | val_loss: 0.0311938 | Time: 1714.39 ms
[2021-07-04 12:08:35 main:574] : INFO : Epoch 1682 | loss: 0.0306681 | val_loss: 0.0312416 | Time: 1726.3 ms
[2021-07-04 12:08:37 main:574] : INFO : Epoch 1683 | loss: 0.0306922 | val_loss: 0.0312242 | Time: 1717.78 ms
[2021-07-04 12:08:39 main:574] : INFO : Epoch 1684 | loss: 0.030695 | val_loss: 0.0311096 | Time: 1743.38 ms
[2021-07-04 12:08:41 main:574] : INFO : Epoch 1685 | loss: 0.0306878 | val_loss: 0.0311938 | Time: 1733.49 ms
[2021-07-04 12:08:42 main:574] : INFO : Epoch 1686 | loss: 0.0306842 | val_loss: 0.0311879 | Time: 1732.97 ms
[2021-07-04 12:08:44 main:574] : INFO : Epoch 1687 | loss: 0.0306945 | val_loss: 0.0311693 | Time: 1784.53 ms
[2021-07-04 12:08:46 main:574] : INFO : Epoch 1688 | loss: 0.0306735 | val_loss: 0.0312024 | Time: 1747.73 ms
[2021-07-04 12:08:48 main:574] : INFO : Epoch 1689 | loss: 0.0306876 | val_loss: 0.0311435 | Time: 1743.03 ms
[2021-07-04 12:08:49 main:574] : INFO : Epoch 1690 | loss: 0.0306783 | val_loss: 0.0312502 | Time: 1726.91 ms
[2021-07-04 12:08:51 main:574] : INFO : Epoch 1691 | loss: 0.0306907 | val_loss: 0.0312101 | Time: 1725.98 ms
[2021-07-04 12:08:53 main:574] : INFO : Epoch 1692 | loss: 0.0306768 | val_loss: 0.0311557 | Time: 1731.06 ms
[2021-07-04 12:08:54 main:574] : INFO : Epoch 1693 | loss: 0.030687 | val_loss: 0.0311774 | Time: 1707.6 ms
[2021-07-04 12:08:56 main:574] : INFO : Epoch 1694 | loss: 0.0306974 | val_loss: 0.0312488 | Time: 1701.44 ms
[2021-07-04 12:08:58 main:574] : INFO : Epoch 1695 | loss: 0.0306905 | val_loss: 0.0311954 | Time: 1742.8 ms
[2021-07-04 12:09:00 main:574] : INFO : Epoch 1696 | loss: 0.030779 | val_loss: 0.0310946 | Time: 1746.37 ms
[2021-07-04 12:09:01 main:574] : INFO : Epoch 1697 | loss: 0.0307888 | val_loss: 0.0311074 | Time: 1766.76 ms
[2021-07-04 12:09:03 main:574] : INFO : Epoch 1698 | loss: 0.0307221 | val_loss: 0.0311525 | Time: 1747.45 ms
[2021-07-04 12:09:05 main:574] : INFO : Epoch 1699 | loss: 0.0306944 | val_loss: 0.0311787 | Time: 1743.93 ms
[2021-07-04 12:09:07 main:574] : INFO : Epoch 1700 | loss: 0.0306859 | val_loss: 0.0311795 | Time: 1720.5 ms
[2021-07-04 12:09:08 main:574] : INFO : Epoch 1701 | loss: 0.0306785 | val_loss: 0.0311205 | Time: 1699.88 ms
[2021-07-04 12:09:10 main:574] : INFO : Epoch 1702 | loss: 0.0306923 | val_loss: 0.0312391 | Time: 1713.49 ms
[2021-07-04 12:09:12 main:574] : INFO : Epoch 1703 | loss: 0.0306819 | val_loss: 0.0311722 | Time: 1716.33 ms
[2021-07-04 12:09:14 main:574] : INFO : Epoch 1704 | loss: 0.0306851 | val_loss: 0.0312041 | Time: 1741.42 ms
[2021-07-04 12:09:15 main:574] : INFO : Epoch 1705 | loss: 0.0306771 | val_loss: 0.0311692 | Time: 1749.4 ms
[2021-07-04 12:09:17 main:574] : INFO : Epoch 1706 | loss: 0.0306509 | val_loss: 0.0311655 | Time: 1735.48 ms
[2021-07-04 12:09:19 main:574] : INFO : Epoch 1707 | loss: 0.0306648 | val_loss: 0.031153 | Time: 1740.62 ms
[2021-07-04 12:09:21 main:574] : INFO : Epoch 1708 | loss: 0.0306654 | val_loss: 0.0312028 | Time: 1762.11 ms
[2021-07-04 12:09:22 main:574] : INFO : Epoch 1709 | loss: 0.0306745 | val_loss: 0.0311709 | Time: 1745.63 ms
[2021-07-04 12:09:24 main:574] : INFO : Epoch 1710 | loss: 0.0306672 | val_loss: 0.0311834 | Time: 1734.93 ms
[2021-07-04 12:09:26 main:574] : INFO : Epoch 1711 | loss: 0.0306556 | val_loss: 0.0312398 | Time: 1729.32 ms
[2021-07-04 12:09:28 main:574] : INFO : Epoch 1712 | loss: 0.0306772 | val_loss: 0.0312115 | Time: 1727.3 ms
[2021-07-04 12:09:29 main:574] : INFO : Epoch 1713 | loss: 0.0307084 | val_loss: 0.0312523 | Time: 1722.5 ms
[2021-07-04 12:09:31 main:574] : INFO : Epoch 1714 | loss: 0.0307211 | val_loss: 0.0311667 | Time: 1728.42 ms
[2021-07-04 12:09:33 main:574] : INFO : Epoch 1715 | loss: 0.0307028 | val_loss: 0.031182 | Time: 1736.26 ms
[2021-07-04 12:09:34 main:574] : INFO : Epoch 1716 | loss: 0.0306841 | val_loss: 0.0311941 | Time: 1770.26 ms
[2021-07-04 12:09:36 main:574] : INFO : Epoch 1717 | loss: 0.0306825 | val_loss: 0.0311519 | Time: 1761.66 ms
[2021-07-04 12:09:38 main:574] : INFO : Epoch 1718 | loss: 0.0306827 | val_loss: 0.0311933 | Time: 1776.71 ms
[2021-07-04 12:09:40 main:574] : INFO : Epoch 1719 | loss: 0.030676 | val_loss: 0.0311864 | Time: 1729.63 ms
[2021-07-04 12:09:41 main:574] : INFO : Epoch 1720 | loss: 0.030705 | val_loss: 0.0312012 | Time: 1708.01 ms
[2021-07-04 12:09:43 main:574] : INFO : Epoch 1721 | loss: 0.0306848 | val_loss: 0.0311392 | Time: 1711.89 ms
[2021-07-04 12:09:45 main:574] : INFO : Epoch 1722 | loss: 0.0306893 | val_loss: 0.0311731 | Time: 1714.48 ms
[2021-07-04 12:09:47 main:574] : INFO : Epoch 1723 | loss: 0.0306805 | val_loss: 0.0311751 | Time: 1737.29 ms
[2021-07-04 12:09:48 main:574] : INFO : Epoch 1724 | loss: 0.030721 | val_loss: 0.0311724 | Time: 1744.6 ms
[2021-07-04 12:09:50 main:574] : INFO : Epoch 1725 | loss: 0.0307448 | val_loss: 0.031248 | Time: 1754.17 ms
[2021-07-04 12:09:52 main:574] : INFO : Epoch 1726 | loss: 0.0308473 | val_loss: 0.0311895 | Time: 1756.38 ms
[2021-07-04 12:09:54 main:574] : INFO : Epoch 1727 | loss: 0.0307262 | val_loss: 0.0311759 | Time: 1748.96 ms
[2021-07-04 12:09:55 main:574] : INFO : Epoch 1728 | loss: 0.0307007 | val_loss: 0.0312681 | Time: 1767.51 ms
[2021-07-04 12:09:57 main:574] : INFO : Epoch 1729 | loss: 0.0306935 | val_loss: 0.0311529 | Time: 1762.48 ms
[2021-07-04 12:09:59 main:574] : INFO : Epoch 1730 | loss: 0.0306702 | val_loss: 0.031225 | Time: 1728.43 ms
[2021-07-04 12:10:01 main:574] : INFO : Epoch 1731 | loss: 0.0306771 | val_loss: 0.0311387 | Time: 1735.09 ms
[2021-07-04 12:10:02 main:574] : INFO : Epoch 1732 | loss: 0.0306899 | val_loss: 0.0312702 | Time: 1737.7 ms
[2021-07-04 12:10:04 main:574] : INFO : Epoch 1733 | loss: 0.0306792 | val_loss: 0.0311906 | Time: 1736.89 ms
[2021-07-04 12:10:06 main:574] : INFO : Epoch 1734 | loss: 0.0307019 | val_loss: 0.0312136 | Time: 1744.32 ms
[2021-07-04 12:10:08 main:574] : INFO : Epoch 1735 | loss: 0.0306843 | val_loss: 0.0312264 | Time: 1728.03 ms
[2021-07-04 12:10:09 main:574] : INFO : Epoch 1736 | loss: 0.0306824 | val_loss: 0.0311892 | Time: 1721.5 ms
[2021-07-04 12:10:11 main:574] : INFO : Epoch 1737 | loss: 0.0306849 | val_loss: 0.0311899 | Time: 1733.77 ms
[2021-07-04 12:10:13 main:574] : INFO : Epoch 1738 | loss: 0.0306774 | val_loss: 0.0311663 | Time: 1719.37 ms
[2021-07-04 12:10:15 main:574] : INFO : Epoch 1739 | loss: 0.0306692 | val_loss: 0.0311921 | Time: 1743.12 ms
[2021-07-04 12:10:16 main:574] : INFO : Epoch 1740 | loss: 0.0306738 | val_loss: 0.0312047 | Time: 1785.69 ms
[2021-07-04 12:10:18 main:574] : INFO : Epoch 1741 | loss: 0.030681 | val_loss: 0.03121 | Time: 1756.44 ms
[2021-07-04 12:10:20 main:574] : INFO : Epoch 1742 | loss: 0.030686 | val_loss: 0.0311937 | Time: 1751.48 ms
[2021-07-04 12:10:22 main:574] : INFO : Epoch 1743 | loss: 0.0306875 | val_loss: 0.0312365 | Time: 1777.21 ms
[2021-07-04 12:10:23 main:574] : INFO : Epoch 1744 | loss: 0.0306867 | val_loss: 0.0312168 | Time: 1727.27 ms
[2021-07-04 12:10:25 main:574] : INFO : Epoch 1745 | loss: 0.030659 | val_loss: 0.0311557 | Time: 1720.27 ms
[2021-07-04 12:10:27 main:574] : INFO : Epoch 1746 | loss: 0.030665 | val_loss: 0.0312115 | Time: 1718.12 ms
[2021-07-04 12:10:29 main:574] : INFO : Epoch 1747 | loss: 0.0306607 | val_loss: 0.0312029 | Time: 1728.62 ms
[2021-07-04 12:10:30 main:574] : INFO : Epoch 1748 | loss: 0.0306726 | val_loss: 0.0312062 | Time: 1753.62 ms
[2021-07-04 12:10:32 main:574] : INFO : Epoch 1749 | loss: 0.0306939 | val_loss: 0.031148 | Time: 1741.63 ms
[2021-07-04 12:10:34 main:574] : INFO : Epoch 1750 | loss: 0.0307295 | val_loss: 0.0311762 | Time: 1790.19 ms
[2021-07-04 12:10:36 main:574] : INFO : Epoch 1751 | loss: 0.0306895 | val_loss: 0.0311448 | Time: 1761.86 ms
[2021-07-04 12:10:37 main:574] : INFO : Epoch 1752 | loss: 0.0306955 | val_loss: 0.0311805 | Time: 1724.31 ms
[2021-07-04 12:10:39 main:574] : INFO : Epoch 1753 | loss: 0.0306947 | val_loss: 0.0311691 | Time: 1729.48 ms
[2021-07-04 12:10:41 main:574] : INFO : Epoch 1754 | loss: 0.0306941 | val_loss: 0.0311565 | Time: 1740.3 ms
[2021-07-04 12:10:43 main:574] : INFO : Epoch 1755 | loss: 0.0306834 | val_loss: 0.0311622 | Time: 1700.09 ms
[2021-07-04 12:10:44 main:574] : INFO : Epoch 1756 | loss: 0.030655 | val_loss: 0.0311839 | Time: 1716.61 ms
[2021-07-04 12:10:46 main:574] : INFO : Epoch 1757 | loss: 0.0306555 | val_loss: 0.0312464 | Time: 1735.61 ms
[2021-07-04 12:10:48 main:574] : INFO : Epoch 1758 | loss: 0.0307147 | val_loss: 0.0312355 | Time: 1739.96 ms
[2021-07-04 12:10:50 main:574] : INFO : Epoch 1759 | loss: 0.0307087 | val_loss: 0.0311668 | Time: 1750.5 ms
[2021-07-04 12:10:51 main:574] : INFO : Epoch 1760 | loss: 0.0306661 | val_loss: 0.0311455 | Time: 1740.75 ms
[2021-07-04 12:10:53 main:574] : INFO : Epoch 1761 | loss: 0.0306715 | val_loss: 0.0312491 | Time: 1753.91 ms
[2021-07-04 12:10:55 main:574] : INFO : Epoch 1762 | loss: 0.0306848 | val_loss: 0.031147 | Time: 1744.56 ms
[2021-07-04 12:10:57 main:574] : INFO : Epoch 1763 | loss: 0.0306969 | val_loss: 0.031139 | Time: 1740.37 ms
[2021-07-04 12:10:58 main:574] : INFO : Epoch 1764 | loss: 0.03068 | val_loss: 0.031221 | Time: 1717 ms
[2021-07-04 12:11:00 main:574] : INFO : Epoch 1765 | loss: 0.0306858 | val_loss: 0.0311379 | Time: 1716.92 ms
[2021-07-04 12:11:02 main:574] : INFO : Epoch 1766 | loss: 0.0306853 | val_loss: 0.0311874 | Time: 1728.83 ms
[2021-07-04 12:11:03 main:574] : INFO : Epoch 1767 | loss: 0.0306833 | val_loss: 0.031171 | Time: 1761.14 ms
[2021-07-04 12:11:05 main:574] : INFO : Epoch 1768 | loss: 0.0306641 | val_loss: 0.0311919 | Time: 1736.13 ms
[2021-07-04 12:11:07 main:574] : INFO : Epoch 1769 | loss: 0.0306906 | val_loss: 0.0311754 | Time: 1715.05 ms
[2021-07-04 12:11:09 main:574] : INFO : Epoch 1770 | loss: 0.0307449 | val_loss: 0.0312543 | Time: 1732.26 ms
[2021-07-04 12:11:10 main:574] : INFO : Epoch 1771 | loss: 0.0307182 | val_loss: 0.031178 | Time: 1738.91 ms
[2021-07-04 12:11:12 main:574] : INFO : Epoch 1772 | loss: 0.0306834 | val_loss: 0.0311495 | Time: 1745.84 ms
[2021-07-04 12:11:14 main:574] : INFO : Epoch 1773 | loss: 0.0306734 | val_loss: 0.0312068 | Time: 1734.21 ms
[2021-07-04 12:11:16 main:574] : INFO : Epoch 1774 | loss: 0.0306657 | val_loss: 0.0311935 | Time: 1725.45 ms
[2021-07-04 12:11:17 main:574] : INFO : Epoch 1775 | loss: 0.0307012 | val_loss: 0.0311499 | Time: 1726.69 ms
[2021-07-04 12:11:19 main:574] : INFO : Epoch 1776 | loss: 0.0307079 | val_loss: 0.0311445 | Time: 1719.93 ms
[2021-07-04 12:11:21 main:574] : INFO : Epoch 1777 | loss: 0.030697 | val_loss: 0.0311331 | Time: 1708.25 ms
[2021-07-04 12:11:23 main:574] : INFO : Epoch 1778 | loss: 0.0306897 | val_loss: 0.0311961 | Time: 1717.76 ms
[2021-07-04 12:11:24 main:574] : INFO : Epoch 1779 | loss: 0.0306783 | val_loss: 0.0311846 | Time: 1732.28 ms
[2021-07-04 12:11:26 main:574] : INFO : Epoch 1780 | loss: 0.0306688 | val_loss: 0.0312438 | Time: 1740.39 ms
[2021-07-04 12:11:28 main:574] : INFO : Epoch 1781 | loss: 0.0306803 | val_loss: 0.0311663 | Time: 1738.76 ms
[2021-07-04 12:11:29 main:574] : INFO : Epoch 1782 | loss: 0.0306866 | val_loss: 0.0311534 | Time: 1731.47 ms
[2021-07-04 12:11:31 main:574] : INFO : Epoch 1783 | loss: 0.0306832 | val_loss: 0.0312256 | Time: 1714.81 ms
[2021-07-04 12:11:33 main:574] : INFO : Epoch 1784 | loss: 0.0306778 | val_loss: 0.0311563 | Time: 1744.6 ms
[2021-07-04 12:11:35 main:574] : INFO : Epoch 1785 | loss: 0.0306778 | val_loss: 0.031309 | Time: 1719.17 ms
[2021-07-04 12:11:36 main:574] : INFO : Epoch 1786 | loss: 0.030702 | val_loss: 0.031223 | Time: 1728.88 ms
[2021-07-04 12:11:38 main:574] : INFO : Epoch 1787 | loss: 0.0306995 | val_loss: 0.0311448 | Time: 1735.22 ms
[2021-07-04 12:11:40 main:574] : INFO : Epoch 1788 | loss: 0.0306922 | val_loss: 0.0312571 | Time: 1718.05 ms
[2021-07-04 12:11:42 main:574] : INFO : Epoch 1789 | loss: 0.0307175 | val_loss: 0.031174 | Time: 1713.12 ms
[2021-07-04 12:11:43 main:574] : INFO : Epoch 1790 | loss: 0.0307048 | val_loss: 0.0311038 | Time: 1745.8 ms
[2021-07-04 12:11:45 main:574] : INFO : Epoch 1791 | loss: 0.0306968 | val_loss: 0.031148 | Time: 1753.96 ms
[2021-07-04 12:11:47 main:574] : INFO : Epoch 1792 | loss: 0.0306796 | val_loss: 0.0311991 | Time: 1732.56 ms
[2021-07-04 12:11:49 main:574] : INFO : Epoch 1793 | loss: 0.0306726 | val_loss: 0.03117 | Time: 1735.02 ms
[2021-07-04 12:11:50 main:574] : INFO : Epoch 1794 | loss: 0.0306753 | val_loss: 0.0311932 | Time: 1749.71 ms
[2021-07-04 12:11:52 main:574] : INFO : Epoch 1795 | loss: 0.030683 | val_loss: 0.0311359 | Time: 1700.49 ms
[2021-07-04 12:11:54 main:574] : INFO : Epoch 1796 | loss: 0.0306989 | val_loss: 0.0311326 | Time: 1713.03 ms
[2021-07-04 12:11:55 main:574] : INFO : Epoch 1797 | loss: 0.0306876 | val_loss: 0.0312007 | Time: 1736.85 ms
[2021-07-04 12:11:57 main:574] : INFO : Epoch 1798 | loss: 0.0306797 | val_loss: 0.0312303 | Time: 1745.5 ms
[2021-07-04 12:11:59 main:574] : INFO : Epoch 1799 | loss: 0.0306695 | val_loss: 0.0312165 | Time: 1721.54 ms
[2021-07-04 12:12:01 main:574] : INFO : Epoch 1800 | loss: 0.0306614 | val_loss: 0.0311636 | Time: 1722.82 ms
[2021-07-04 12:12:02 main:574] : INFO : Epoch 1801 | loss: 0.0306755 | val_loss: 0.0311808 | Time: 1742.24 ms
[2021-07-04 12:12:04 main:574] : INFO : Epoch 1802 | loss: 0.0306809 | val_loss: 0.0311516 | Time: 1752.94 ms
[2021-07-04 12:12:06 main:574] : INFO : Epoch 1803 | loss: 0.0306873 | val_loss: 0.0311191 | Time: 1771.31 ms
[2021-07-04 12:12:08 main:574] : INFO : Epoch 1804 | loss: 0.0306797 | val_loss: 0.0311681 | Time: 1742.37 ms
[2021-07-04 12:12:09 main:574] : INFO : Epoch 1805 | loss: 0.0306858 | val_loss: 0.0312242 | Time: 1714.93 ms
[2021-07-04 12:12:11 main:574] : INFO : Epoch 1806 | loss: 0.0306926 | val_loss: 0.0311896 | Time: 1726.57 ms
[2021-07-04 12:12:13 main:574] : INFO : Epoch 1807 | loss: 0.0306963 | val_loss: 0.0311777 | Time: 1738.73 ms
[2021-07-04 12:12:15 main:574] : INFO : Epoch 1808 | loss: 0.0307058 | val_loss: 0.0311941 | Time: 1718.69 ms
[2021-07-04 12:12:16 main:574] : INFO : Epoch 1809 | loss: 0.0306823 | val_loss: 0.0311922 | Time: 1740.78 ms
[2021-07-04 12:12:18 main:574] : INFO : Epoch 1810 | loss: 0.0306704 | val_loss: 0.0311662 | Time: 1718.9 ms
[2021-07-04 12:12:20 main:574] : INFO : Epoch 1811 | loss: 0.0306757 | val_loss: 0.0312278 | Time: 1729.23 ms
[2021-07-04 12:12:22 main:574] : INFO : Epoch 1812 | loss: 0.0306776 | val_loss: 0.0311661 | Time: 1713.51 ms
[2021-07-04 12:12:23 main:574] : INFO : Epoch 1813 | loss: 0.030678 | val_loss: 0.0311522 | Time: 1710.57 ms
[2021-07-04 12:12:25 main:574] : INFO : Epoch 1814 | loss: 0.0307084 | val_loss: 0.0311387 | Time: 1737.71 ms
[2021-07-04 12:12:27 main:574] : INFO : Epoch 1815 | loss: 0.0306972 | val_loss: 0.0311719 | Time: 1733.06 ms
[2021-07-04 12:12:28 main:574] : INFO : Epoch 1816 | loss: 0.0306632 | val_loss: 0.0312186 | Time: 1737.9 ms
[2021-07-04 12:12:30 main:574] : INFO : Epoch 1817 | loss: 0.0306639 | val_loss: 0.031226 | Time: 1758.03 ms
[2021-07-04 12:12:32 main:574] : INFO : Epoch 1818 | loss: 0.0306739 | val_loss: 0.0311502 | Time: 1745.1 ms
[2021-07-04 12:12:34 main:574] : INFO : Epoch 1819 | loss: 0.0306711 | val_loss: 0.0311789 | Time: 1736.68 ms
[2021-07-04 12:12:35 main:574] : INFO : Epoch 1820 | loss: 0.0306875 | val_loss: 0.0311956 | Time: 1718.13 ms
[2021-07-04 12:12:37 main:574] : INFO : Epoch 1821 | loss: 0.0306807 | val_loss: 0.0311965 | Time: 1722.6 ms
[2021-07-04 12:12:39 main:574] : INFO : Epoch 1822 | loss: 0.0306954 | val_loss: 0.0311907 | Time: 1734.53 ms
[2021-07-04 12:12:41 main:574] : INFO : Epoch 1823 | loss: 0.0306787 | val_loss: 0.0311781 | Time: 1741.22 ms
[2021-07-04 12:12:42 main:574] : INFO : Epoch 1824 | loss: 0.0306747 | val_loss: 0.0312214 | Time: 1742.8 ms
[2021-07-04 12:12:44 main:574] : INFO : Epoch 1825 | loss: 0.0306841 | val_loss: 0.0311606 | Time: 1754.11 ms
[2021-07-04 12:12:46 main:574] : INFO : Epoch 1826 | loss: 0.0306799 | val_loss: 0.0312244 | Time: 1744.55 ms
[2021-07-04 12:12:48 main:574] : INFO : Epoch 1827 | loss: 0.0307007 | val_loss: 0.0311544 | Time: 1743.36 ms
[2021-07-04 12:12:49 main:574] : INFO : Epoch 1828 | loss: 0.0306954 | val_loss: 0.0312267 | Time: 1725.4 ms
[2021-07-04 12:12:51 main:574] : INFO : Epoch 1829 | loss: 0.0306851 | val_loss: 0.0312116 | Time: 1717.44 ms
[2021-07-04 12:12:53 main:574] : INFO : Epoch 1830 | loss: 0.0306707 | val_loss: 0.0312076 | Time: 1731.63 ms
[2021-07-04 12:12:55 main:574] : INFO : Epoch 1831 | loss: 0.030654 | val_loss: 0.0311967 | Time: 1726.07 ms
[2021-07-04 12:12:56 main:574] : INFO : Epoch 1832 | loss: 0.0306782 | val_loss: 0.0312941 | Time: 1736.93 ms
[2021-07-04 12:12:58 main:574] : INFO : Epoch 1833 | loss: 0.0306749 | val_loss: 0.0311762 | Time: 1740.33 ms
[2021-07-04 12:13:00 main:574] : INFO : Epoch 1834 | loss: 0.0306693 | val_loss: 0.0312073 | Time: 1737.35 ms
[2021-07-04 12:13:02 main:574] : INFO : Epoch 1835 | loss: 0.0306649 | val_loss: 0.0311752 | Time: 1736.02 ms
[2021-07-04 12:13:03 main:574] : INFO : Epoch 1836 | loss: 0.0306681 | val_loss: 0.0311724 | Time: 1725.62 ms
[2021-07-04 12:13:05 main:574] : INFO : Epoch 1837 | loss: 0.030679 | val_loss: 0.0312718 | Time: 1725.4 ms
[2021-07-04 12:13:07 main:574] : INFO : Epoch 1838 | loss: 0.0306771 | val_loss: 0.0311477 | Time: 1749.47 ms
[2021-07-04 12:13:09 main:574] : INFO : Epoch 1839 | loss: 0.0306868 | val_loss: 0.0312793 | Time: 1722 ms
[2021-07-04 12:13:10 main:574] : INFO : Epoch 1840 | loss: 0.030688 | val_loss: 0.0312086 | Time: 1718.92 ms
[2021-07-04 12:13:12 main:574] : INFO : Epoch 1841 | loss: 0.0306969 | val_loss: 0.0312043 | Time: 1717.34 ms
[2021-07-04 12:13:14 main:574] : INFO : Epoch 1842 | loss: 0.0306916 | val_loss: 0.031192 | Time: 1734.13 ms
[2021-07-04 12:13:15 main:574] : INFO : Epoch 1843 | loss: 0.0306795 | val_loss: 0.0311881 | Time: 1750.51 ms
[2021-07-04 12:13:17 main:574] : INFO : Epoch 1844 | loss: 0.0306816 | val_loss: 0.0311499 | Time: 1721.17 ms
[2021-07-04 12:13:19 main:574] : INFO : Epoch 1845 | loss: 0.0306956 | val_loss: 0.0311774 | Time: 1711.09 ms
[2021-07-04 12:13:21 main:574] : INFO : Epoch 1846 | loss: 0.0306767 | val_loss: 0.0311603 | Time: 1741.31 ms
[2021-07-04 12:13:22 main:574] : INFO : Epoch 1847 | loss: 0.0306837 | val_loss: 0.0311461 | Time: 1716.84 ms
[2021-07-04 12:13:24 main:574] : INFO : Epoch 1848 | loss: 0.0306725 | val_loss: 0.0311727 | Time: 1728.54 ms
[2021-07-04 12:13:26 main:574] : INFO : Epoch 1849 | loss: 0.0306696 | val_loss: 0.0311354 | Time: 1764.44 ms
[2021-07-04 12:13:28 main:574] : INFO : Epoch 1850 | loss: 0.0306833 | val_loss: 0.0311671 | Time: 1731.81 ms
[2021-07-04 12:13:29 main:574] : INFO : Epoch 1851 | loss: 0.0306855 | val_loss: 0.0312265 | Time: 1717.06 ms
[2021-07-04 12:13:31 main:574] : INFO : Epoch 1852 | loss: 0.0307017 | val_loss: 0.0311214 | Time: 1723.89 ms
[2021-07-04 12:13:33 main:574] : INFO : Epoch 1853 | loss: 0.0306977 | val_loss: 0.0311852 | Time: 1714.81 ms
[2021-07-04 12:13:35 main:574] : INFO : Epoch 1854 | loss: 0.0306731 | val_loss: 0.031233 | Time: 1733.94 ms
[2021-07-04 12:13:36 main:574] : INFO : Epoch 1855 | loss: 0.0306744 | val_loss: 0.0312406 | Time: 1714.51 ms
[2021-07-04 12:13:38 main:574] : INFO : Epoch 1856 | loss: 0.0306839 | val_loss: 0.031224 | Time: 1746.19 ms
[2021-07-04 12:13:40 main:574] : INFO : Epoch 1857 | loss: 0.0306849 | val_loss: 0.0312585 | Time: 1744.53 ms
[2021-07-04 12:13:42 main:574] : INFO : Epoch 1858 | loss: 0.0306576 | val_loss: 0.0311955 | Time: 1769.14 ms
[2021-07-04 12:13:43 main:574] : INFO : Epoch 1859 | loss: 0.0306887 | val_loss: 0.0312014 | Time: 1744.33 ms
[2021-07-04 12:13:45 main:574] : INFO : Epoch 1860 | loss: 0.03069 | val_loss: 0.0311956 | Time: 1735.16 ms
[2021-07-04 12:13:47 main:574] : INFO : Epoch 1861 | loss: 0.0307156 | val_loss: 0.0312105 | Time: 1718.24 ms
[2021-07-04 12:13:48 main:574] : INFO : Epoch 1862 | loss: 0.0306922 | val_loss: 0.031143 | Time: 1716.13 ms
[2021-07-04 12:13:50 main:574] : INFO : Epoch 1863 | loss: 0.0306855 | val_loss: 0.0312307 | Time: 1726.94 ms
[2021-07-04 12:13:52 main:574] : INFO : Epoch 1864 | loss: 0.0306727 | val_loss: 0.0311753 | Time: 1717.17 ms
[2021-07-04 12:13:54 main:574] : INFO : Epoch 1865 | loss: 0.0306702 | val_loss: 0.0312098 | Time: 1733.81 ms
[2021-07-04 12:13:55 main:574] : INFO : Epoch 1866 | loss: 0.0306609 | val_loss: 0.0312188 | Time: 1732.85 ms
[2021-07-04 12:13:57 main:574] : INFO : Epoch 1867 | loss: 0.0306829 | val_loss: 0.0312117 | Time: 1721.22 ms
[2021-07-04 12:13:59 main:574] : INFO : Epoch 1868 | loss: 0.0306923 | val_loss: 0.0311941 | Time: 1723.48 ms
[2021-07-04 12:14:01 main:574] : INFO : Epoch 1869 | loss: 0.0307077 | val_loss: 0.0311837 | Time: 1726.18 ms
[2021-07-04 12:14:02 main:574] : INFO : Epoch 1870 | loss: 0.0306941 | val_loss: 0.0311345 | Time: 1710.59 ms
[2021-07-04 12:14:04 main:574] : INFO : Epoch 1871 | loss: 0.0307026 | val_loss: 0.0311374 | Time: 1730.29 ms
[2021-07-04 12:14:06 main:574] : INFO : Epoch 1872 | loss: 0.0306908 | val_loss: 0.0312085 | Time: 1756.67 ms
[2021-07-04 12:14:07 main:574] : INFO : Epoch 1873 | loss: 0.0306905 | val_loss: 0.0311969 | Time: 1711.01 ms
[2021-07-04 12:14:09 main:574] : INFO : Epoch 1874 | loss: 0.0306751 | val_loss: 0.031127 | Time: 1710.61 ms
[2021-07-04 12:14:11 main:574] : INFO : Epoch 1875 | loss: 0.030682 | val_loss: 0.0311927 | Time: 1729.58 ms
[2021-07-04 12:14:13 main:574] : INFO : Epoch 1876 | loss: 0.0306765 | val_loss: 0.0312463 | Time: 1731.55 ms
[2021-07-04 12:14:14 main:574] : INFO : Epoch 1877 | loss: 0.0307096 | val_loss: 0.0311551 | Time: 1730.78 ms
[2021-07-04 12:14:16 main:574] : INFO : Epoch 1878 | loss: 0.0306882 | val_loss: 0.0311609 | Time: 1705.12 ms
[2021-07-04 12:14:18 main:574] : INFO : Epoch 1879 | loss: 0.0306996 | val_loss: 0.03114 | Time: 1737.4 ms
[2021-07-04 12:14:20 main:574] : INFO : Epoch 1880 | loss: 0.0306904 | val_loss: 0.0311782 | Time: 1733.76 ms
[2021-07-04 12:14:21 main:574] : INFO : Epoch 1881 | loss: 0.0306734 | val_loss: 0.0311939 | Time: 1750.25 ms
[2021-07-04 12:14:23 main:574] : INFO : Epoch 1882 | loss: 0.030668 | val_loss: 0.0311785 | Time: 1759.02 ms
[2021-07-04 12:14:25 main:574] : INFO : Epoch 1883 | loss: 0.0306873 | val_loss: 0.0311361 | Time: 1715.04 ms
[2021-07-04 12:14:27 main:574] : INFO : Epoch 1884 | loss: 0.0306987 | val_loss: 0.0311696 | Time: 1711.16 ms
[2021-07-04 12:14:28 main:574] : INFO : Epoch 1885 | loss: 0.0306762 | val_loss: 0.0311677 | Time: 1722.8 ms
[2021-07-04 12:14:30 main:574] : INFO : Epoch 1886 | loss: 0.0306586 | val_loss: 0.0312193 | Time: 1752.82 ms
[2021-07-04 12:14:32 main:574] : INFO : Epoch 1887 | loss: 0.0306853 | val_loss: 0.0311124 | Time: 1735.82 ms
[2021-07-04 12:14:33 main:574] : INFO : Epoch 1888 | loss: 0.0306908 | val_loss: 0.0311759 | Time: 1712.38 ms
[2021-07-04 12:14:35 main:574] : INFO : Epoch 1889 | loss: 0.0306775 | val_loss: 0.031172 | Time: 1737.4 ms
[2021-07-04 12:14:37 main:574] : INFO : Epoch 1890 | loss: 0.0306792 | val_loss: 0.0312233 | Time: 1754.3 ms
[2021-07-04 12:14:39 main:574] : INFO : Epoch 1891 | loss: 0.0306654 | val_loss: 0.0312078 | Time: 1739.76 ms
[2021-07-04 12:14:40 main:574] : INFO : Epoch 1892 | loss: 0.0306788 | val_loss: 0.0311241 | Time: 1748.15 ms
[2021-07-04 12:14:42 main:574] : INFO : Epoch 1893 | loss: 0.0307105 | val_loss: 0.0311194 | Time: 1722.61 ms
[2021-07-04 12:14:44 main:574] : INFO : Epoch 1894 | loss: 0.030687 | val_loss: 0.0312011 | Time: 1710.58 ms
[2021-07-04 12:14:46 main:574] : INFO : Epoch 1895 | loss: 0.0306739 | val_loss: 0.0312729 | Time: 1727.77 ms
[2021-07-04 12:14:47 main:574] : INFO : Epoch 1896 | loss: 0.0307052 | val_loss: 0.031217 | Time: 1738.98 ms
[2021-07-04 12:14:49 main:574] : INFO : Epoch 1897 | loss: 0.0306921 | val_loss: 0.0311656 | Time: 1726.73 ms
[2021-07-04 12:14:51 main:574] : INFO : Epoch 1898 | loss: 0.0307014 | val_loss: 0.0312081 | Time: 1740.28 ms
[2021-07-04 12:14:53 main:574] : INFO : Epoch 1899 | loss: 0.0307295 | val_loss: 0.0311515 | Time: 1726.36 ms
[2021-07-04 12:14:54 main:574] : INFO : Epoch 1900 | loss: 0.0306867 | val_loss: 0.0311906 | Time: 1747.32 ms
[2021-07-04 12:14:56 main:574] : INFO : Epoch 1901 | loss: 0.0306883 | val_loss: 0.0311885 | Time: 1739.91 ms
[2021-07-04 12:14:58 main:574] : INFO : Epoch 1902 | loss: 0.030701 | val_loss: 0.0311481 | Time: 1731.1 ms
[2021-07-04 12:15:00 main:574] : INFO : Epoch 1903 | loss: 0.0306869 | val_loss: 0.03122 | Time: 1722.5 ms
[2021-07-04 12:15:01 main:574] : INFO : Epoch 1904 | loss: 0.0306999 | val_loss: 0.0312451 | Time: 1704.52 ms
[2021-07-04 12:15:03 main:574] : INFO : Epoch 1905 | loss: 0.0306854 | val_loss: 0.0312005 | Time: 1708.52 ms
[2021-07-04 12:15:05 main:574] : INFO : Epoch 1906 | loss: 0.0306787 | val_loss: 0.0311786 | Time: 1723.68 ms
[2021-07-04 12:15:06 main:574] : INFO : Epoch 1907 | loss: 0.0306737 | val_loss: 0.0311323 | Time: 1735.4 ms
[2021-07-04 12:15:08 main:574] : INFO : Epoch 1908 | loss: 0.0306947 | val_loss: 0.0311718 | Time: 1736.03 ms
[2021-07-04 12:15:10 main:574] : INFO : Epoch 1909 | loss: 0.0306961 | val_loss: 0.0311432 | Time: 1744.55 ms
[2021-07-04 12:15:12 main:574] : INFO : Epoch 1910 | loss: 0.0306893 | val_loss: 0.0312296 | Time: 1734.58 ms
[2021-07-04 12:15:13 main:574] : INFO : Epoch 1911 | loss: 0.0306942 | val_loss: 0.0311944 | Time: 1752.07 ms
[2021-07-04 12:15:15 main:574] : INFO : Epoch 1912 | loss: 0.0306709 | val_loss: 0.0311242 | Time: 1723.63 ms
[2021-07-04 12:15:17 main:574] : INFO : Epoch 1913 | loss: 0.0306691 | val_loss: 0.031178 | Time: 1698.41 ms
[2021-07-04 12:15:19 main:574] : INFO : Epoch 1914 | loss: 0.0307002 | val_loss: 0.0311246 | Time: 1707.4 ms
[2021-07-04 12:15:20 main:574] : INFO : Epoch 1915 | loss: 0.0307001 | val_loss: 0.0311288 | Time: 1714.74 ms
[2021-07-04 12:15:22 main:574] : INFO : Epoch 1916 | loss: 0.0306826 | val_loss: 0.0311442 | Time: 1727.05 ms
[2021-07-04 12:15:24 main:574] : INFO : Epoch 1917 | loss: 0.0306637 | val_loss: 0.0312475 | Time: 1754.62 ms
[2021-07-04 12:15:26 main:574] : INFO : Epoch 1918 | loss: 0.0306564 | val_loss: 0.0311844 | Time: 1722.58 ms
[2021-07-04 12:15:27 main:574] : INFO : Epoch 1919 | loss: 0.0306725 | val_loss: 0.0311633 | Time: 1714.19 ms
[2021-07-04 12:15:29 main:574] : INFO : Epoch 1920 | loss: 0.0306735 | val_loss: 0.0312226 | Time: 1736.56 ms
[2021-07-04 12:15:31 main:574] : INFO : Epoch 1921 | loss: 0.0306815 | val_loss: 0.0312428 | Time: 1750.15 ms
[2021-07-04 12:15:32 main:574] : INFO : Epoch 1922 | loss: 0.0306861 | val_loss: 0.0311705 | Time: 1693.78 ms
[2021-07-04 12:15:34 main:574] : INFO : Epoch 1923 | loss: 0.030684 | val_loss: 0.0311801 | Time: 1691.68 ms
[2021-07-04 12:15:36 main:574] : INFO : Epoch 1924 | loss: 0.0306675 | val_loss: 0.0312024 | Time: 1700.78 ms
[2021-07-04 12:15:38 main:574] : INFO : Epoch 1925 | loss: 0.030673 | val_loss: 0.0311678 | Time: 1720.83 ms
[2021-07-04 12:15:39 main:574] : INFO : Epoch 1926 | loss: 0.0306715 | val_loss: 0.0311896 | Time: 1694.45 ms
[2021-07-04 12:15:41 main:574] : INFO : Epoch 1927 | loss: 0.0306707 | val_loss: 0.0311695 | Time: 1718.31 ms
[2021-07-04 12:15:43 main:574] : INFO : Epoch 1928 | loss: 0.0306647 | val_loss: 0.0312214 | Time: 1709.1 ms
[2021-07-04 12:15:44 main:574] : INFO : Epoch 1929 | loss: 0.030677 | val_loss: 0.0311646 | Time: 1735.75 ms
[2021-07-04 12:15:46 main:574] : INFO : Epoch 1930 | loss: 0.0306831 | val_loss: 0.0311497 | Time: 1752.92 ms
[2021-07-04 12:15:48 main:574] : INFO : Epoch 1931 | loss: 0.0306773 | val_loss: 0.0311129 | Time: 1747.78 ms
[2021-07-04 12:15:50 main:574] : INFO : Epoch 1932 | loss: 0.0307103 | val_loss: 0.0311229 | Time: 1730.4 ms
[2021-07-04 12:15:51 main:574] : INFO : Epoch 1933 | loss: 0.0307004 | val_loss: 0.031084 | Time: 1727.84 ms
[2021-07-04 12:15:53 main:574] : INFO : Epoch 1934 | loss: 0.0307079 | val_loss: 0.0312234 | Time: 1727.27 ms
[2021-07-04 12:15:55 main:574] : INFO : Epoch 1935 | loss: 0.0306946 | val_loss: 0.0311126 | Time: 1729.09 ms
[2021-07-04 12:15:57 main:574] : INFO : Epoch 1936 | loss: 0.0306844 | val_loss: 0.0311491 | Time: 1721.25 ms
[2021-07-04 12:15:58 main:574] : INFO : Epoch 1937 | loss: 0.0306816 | val_loss: 0.0311582 | Time: 1743.32 ms
[2021-07-04 12:16:00 main:574] : INFO : Epoch 1938 | loss: 0.0306902 | val_loss: 0.0311743 | Time: 1771.52 ms
[2021-07-04 12:16:02 main:574] : INFO : Epoch 1939 | loss: 0.0306629 | val_loss: 0.0311816 | Time: 1750.7 ms
[2021-07-04 12:16:04 main:574] : INFO : Epoch 1940 | loss: 0.0306808 | val_loss: 0.0311199 | Time: 1725.53 ms
[2021-07-04 12:16:05 main:574] : INFO : Epoch 1941 | loss: 0.0307054 | val_loss: 0.031177 | Time: 1724.53 ms
[2021-07-04 12:16:07 main:574] : INFO : Epoch 1942 | loss: 0.0306909 | val_loss: 0.0311291 | Time: 1731.63 ms
[2021-07-04 12:16:09 main:574] : INFO : Epoch 1943 | loss: 0.0306842 | val_loss: 0.0311607 | Time: 1729.53 ms
[2021-07-04 12:16:11 main:574] : INFO : Epoch 1944 | loss: 0.0306741 | val_loss: 0.0311404 | Time: 1740.62 ms
[2021-07-04 12:16:12 main:574] : INFO : Epoch 1945 | loss: 0.0306821 | val_loss: 0.0311427 | Time: 1728.17 ms
[2021-07-04 12:16:14 main:574] : INFO : Epoch 1946 | loss: 0.0306805 | val_loss: 0.0312106 | Time: 1760.65 ms
[2021-07-04 12:16:16 main:574] : INFO : Epoch 1947 | loss: 0.0306753 | val_loss: 0.0311952 | Time: 1757.67 ms
[2021-07-04 12:16:18 main:574] : INFO : Epoch 1948 | loss: 0.0306641 | val_loss: 0.0312247 | Time: 1743.64 ms
[2021-07-04 12:16:19 main:574] : INFO : Epoch 1949 | loss: 0.0306739 | val_loss: 0.0311088 | Time: 1729.11 ms
[2021-07-04 12:16:21 main:574] : INFO : Epoch 1950 | loss: 0.0306816 | val_loss: 0.0311868 | Time: 1725.78 ms
[2021-07-04 12:16:23 main:574] : INFO : Epoch 1951 | loss: 0.0307043 | val_loss: 0.0311421 | Time: 1721.73 ms
[2021-07-04 12:16:24 main:574] : INFO : Epoch 1952 | loss: 0.0307013 | val_loss: 0.0311538 | Time: 1727.14 ms
[2021-07-04 12:16:26 main:574] : INFO : Epoch 1953 | loss: 0.0306808 | val_loss: 0.0312246 | Time: 1722.11 ms
[2021-07-04 12:16:28 main:574] : INFO : Epoch 1954 | loss: 0.0306946 | val_loss: 0.0310957 | Time: 1723.1 ms
[2021-07-04 12:16:30 main:574] : INFO : Epoch 1955 | loss: 0.0306843 | val_loss: 0.0311446 | Time: 1733.65 ms
[2021-07-04 12:16:31 main:574] : INFO : Epoch 1956 | loss: 0.0306817 | val_loss: 0.031159 | Time: 1737.65 ms
[2021-07-04 12:16:33 main:574] : INFO : Epoch 1957 | loss: 0.030668 | val_loss: 0.0311993 | Time: 1742.44 ms
[2021-07-04 12:16:35 main:574] : INFO : Epoch 1958 | loss: 0.0306505 | val_loss: 0.0311301 | Time: 1744.62 ms
[2021-07-04 12:16:37 main:574] : INFO : Epoch 1959 | loss: 0.0306804 | val_loss: 0.0312609 | Time: 1760.73 ms
[2021-07-04 12:16:38 main:574] : INFO : Epoch 1960 | loss: 0.0307024 | val_loss: 0.0312328 | Time: 1764.85 ms
[2021-07-04 12:16:40 main:574] : INFO : Epoch 1961 | loss: 0.0306772 | val_loss: 0.0311684 | Time: 1728.68 ms
[2021-07-04 12:16:42 main:574] : INFO : Epoch 1962 | loss: 0.0306801 | val_loss: 0.0311713 | Time: 1718.5 ms
[2021-07-04 12:16:44 main:574] : INFO : Epoch 1963 | loss: 0.0306966 | val_loss: 0.0311211 | Time: 1740.89 ms
[2021-07-04 12:16:45 main:574] : INFO : Epoch 1964 | loss: 0.0306729 | val_loss: 0.0311761 | Time: 1750.58 ms
[2021-07-04 12:16:47 main:574] : INFO : Epoch 1965 | loss: 0.0306692 | val_loss: 0.0311329 | Time: 1743.1 ms
[2021-07-04 12:16:49 main:574] : INFO : Epoch 1966 | loss: 0.030679 | val_loss: 0.0311891 | Time: 1736.98 ms
[2021-07-04 12:16:51 main:574] : INFO : Epoch 1967 | loss: 0.0306746 | val_loss: 0.0312108 | Time: 1747.57 ms
[2021-07-04 12:16:52 main:574] : INFO : Epoch 1968 | loss: 0.0306696 | val_loss: 0.0311816 | Time: 1719.08 ms
[2021-07-04 12:16:54 main:574] : INFO : Epoch 1969 | loss: 0.0306574 | val_loss: 0.0311734 | Time: 1729.73 ms
[2021-07-04 12:16:56 main:574] : INFO : Epoch 1970 | loss: 0.030659 | val_loss: 0.0311428 | Time: 1703.33 ms
[2021-07-04 12:16:58 main:574] : INFO : Epoch 1971 | loss: 0.0307071 | val_loss: 0.0312056 | Time: 1699.04 ms
[2021-07-04 12:16:59 main:574] : INFO : Epoch 1972 | loss: 0.0306855 | val_loss: 0.031177 | Time: 1717.47 ms
[2021-07-04 12:17:01 main:574] : INFO : Epoch 1973 | loss: 0.0306827 | val_loss: 0.0311731 | Time: 1732.95 ms
[2021-07-04 12:17:03 main:574] : INFO : Epoch 1974 | loss: 0.0306825 | val_loss: 0.0311908 | Time: 1726.16 ms
[2021-07-04 12:17:04 main:574] : INFO : Epoch 1975 | loss: 0.0306563 | val_loss: 0.0312429 | Time: 1732.48 ms
[2021-07-04 12:17:06 main:574] : INFO : Epoch 1976 | loss: 0.0306922 | val_loss: 0.0311967 | Time: 1728.46 ms
[2021-07-04 12:17:08 main:574] : INFO : Epoch 1977 | loss: 0.0306722 | val_loss: 0.0311902 | Time: 1728.22 ms
[2021-07-04 12:17:10 main:574] : INFO : Epoch 1978 | loss: 0.0306725 | val_loss: 0.0312741 | Time: 1735.75 ms
[2021-07-04 12:17:11 main:574] : INFO : Epoch 1979 | loss: 0.0306804 | val_loss: 0.0311508 | Time: 1733.7 ms
[2021-07-04 12:17:13 main:574] : INFO : Epoch 1980 | loss: 0.030687 | val_loss: 0.0312356 | Time: 1767.48 ms
[2021-07-04 12:17:15 main:574] : INFO : Epoch 1981 | loss: 0.0306796 | val_loss: 0.0311665 | Time: 1738.61 ms
[2021-07-04 12:17:17 main:574] : INFO : Epoch 1982 | loss: 0.0306723 | val_loss: 0.0311303 | Time: 1744.04 ms
[2021-07-04 12:17:18 main:574] : INFO : Epoch 1983 | loss: 0.0306798 | val_loss: 0.0312231 | Time: 1726.7 ms
[2021-07-04 12:17:20 main:574] : INFO : Epoch 1984 | loss: 0.0306787 | val_loss: 0.0311959 | Time: 1729.22 ms
[2021-07-04 12:17:22 main:574] : INFO : Epoch 1985 | loss: 0.0306759 | val_loss: 0.0312311 | Time: 1738.05 ms
[2021-07-04 12:17:24 main:574] : INFO : Epoch 1986 | loss: 0.0306782 | val_loss: 0.0311303 | Time: 1715.88 ms
[2021-07-04 12:17:25 main:574] : INFO : Epoch 1987 | loss: 0.0306937 | val_loss: 0.031194 | Time: 1718.24 ms
[2021-07-04 12:17:27 main:574] : INFO : Epoch 1988 | loss: 0.0306813 | val_loss: 0.031188 | Time: 1736.64 ms
[2021-07-04 12:17:29 main:574] : INFO : Epoch 1989 | loss: 0.0306718 | val_loss: 0.0311644 | Time: 1740.64 ms
[2021-07-04 12:17:31 main:574] : INFO : Epoch 1990 | loss: 0.0306748 | val_loss: 0.0312204 | Time: 1778.98 ms
[2021-07-04 12:17:32 main:574] : INFO : Epoch 1991 | loss: 0.0306899 | val_loss: 0.031172 | Time: 1734.97 ms
[2021-07-04 12:17:34 main:574] : INFO : Epoch 1992 | loss: 0.0306996 | val_loss: 0.0311604 | Time: 1714.92 ms
[2021-07-04 12:17:36 main:574] : INFO : Epoch 1993 | loss: 0.0306706 | val_loss: 0.0311958 | Time: 1726.84 ms
[2021-07-04 12:17:38 main:574] : INFO : Epoch 1994 | loss: 0.0306569 | val_loss: 0.0311845 | Time: 1718.96 ms
[2021-07-04 12:17:39 main:574] : INFO : Epoch 1995 | loss: 0.0306683 | val_loss: 0.0312266 | Time: 1726.39 ms
[2021-07-04 12:17:41 main:574] : INFO : Epoch 1996 | loss: 0.0306676 | val_loss: 0.0311889 | Time: 1734.8 ms
[2021-07-04 12:17:43 main:574] : INFO : Epoch 1997 | loss: 0.0306812 | val_loss: 0.0311452 | Time: 1735.63 ms
[2021-07-04 12:17:44 main:574] : INFO : Epoch 1998 | loss: 0.0306834 | val_loss: 0.03122 | Time: 1732.99 ms
[2021-07-04 12:17:46 main:574] : INFO : Epoch 1999 | loss: 0.0306693 | val_loss: 0.0311718 | Time: 1735.82 ms
[2021-07-04 12:17:48 main:574] : INFO : Epoch 2000 | loss: 0.030683 | val_loss: 0.0312051 | Time: 1749.53 ms
[2021-07-04 12:17:50 main:574] : INFO : Epoch 2001 | loss: 0.0307067 | val_loss: 0.0311807 | Time: 1765.41 ms
[2021-07-04 12:17:51 main:574] : INFO : Epoch 2002 | loss: 0.0306968 | val_loss: 0.0311945 | Time: 1717.85 ms
[2021-07-04 12:17:53 main:574] : INFO : Epoch 2003 | loss: 0.0306631 | val_loss: 0.0311574 | Time: 1708.89 ms
[2021-07-04 12:17:55 main:574] : INFO : Epoch 2004 | loss: 0.0306579 | val_loss: 0.0311264 | Time: 1707.98 ms
[2021-07-04 12:17:57 main:574] : INFO : Epoch 2005 | loss: 0.0306701 | val_loss: 0.0311834 | Time: 1719.04 ms
[2021-07-04 12:17:58 main:574] : INFO : Epoch 2006 | loss: 0.0306788 | val_loss: 0.0312099 | Time: 1719.7 ms
[2021-07-04 12:18:00 main:574] : INFO : Epoch 2007 | loss: 0.0306801 | val_loss: 0.0311521 | Time: 1741.69 ms
[2021-07-04 12:18:02 main:574] : INFO : Epoch 2008 | loss: 0.03067 | val_loss: 0.0311717 | Time: 1733.36 ms
[2021-07-04 12:18:04 main:574] : INFO : Epoch 2009 | loss: 0.0306507 | val_loss: 0.0311465 | Time: 1732.43 ms
[2021-07-04 12:18:05 main:574] : INFO : Epoch 2010 | loss: 0.0306851 | val_loss: 0.0311655 | Time: 1728.69 ms
[2021-07-04 12:18:07 main:574] : INFO : Epoch 2011 | loss: 0.0306896 | val_loss: 0.0311289 | Time: 1736.74 ms
[2021-07-04 12:18:09 main:574] : INFO : Epoch 2012 | loss: 0.0306951 | val_loss: 0.0311943 | Time: 1726.98 ms
[2021-07-04 12:18:10 main:574] : INFO : Epoch 2013 | loss: 0.0306768 | val_loss: 0.0311648 | Time: 1739.69 ms
[2021-07-04 12:18:12 main:574] : INFO : Epoch 2014 | loss: 0.0306743 | val_loss: 0.0312026 | Time: 1714.39 ms
[2021-07-04 12:18:14 main:574] : INFO : Epoch 2015 | loss: 0.0306684 | val_loss: 0.0311858 | Time: 1722.84 ms
[2021-07-04 12:18:16 main:574] : INFO : Epoch 2016 | loss: 0.0306734 | val_loss: 0.0311691 | Time: 1724.29 ms
[2021-07-04 12:18:17 main:574] : INFO : Epoch 2017 | loss: 0.0306818 | val_loss: 0.0312021 | Time: 1719.81 ms
[2021-07-04 12:18:19 main:574] : INFO : Epoch 2018 | loss: 0.030663 | val_loss: 0.0311467 | Time: 1717.2 ms
[2021-07-04 12:18:21 main:574] : INFO : Epoch 2019 | loss: 0.0306761 | val_loss: 0.0311512 | Time: 1718.05 ms
[2021-07-04 12:18:23 main:574] : INFO : Epoch 2020 | loss: 0.0306666 | val_loss: 0.0311711 | Time: 1736.71 ms
[2021-07-04 12:18:24 main:574] : INFO : Epoch 2021 | loss: 0.0306533 | val_loss: 0.031229 | Time: 1780.12 ms
[2021-07-04 12:18:26 main:574] : INFO : Epoch 2022 | loss: 0.0306471 | val_loss: 0.0312118 | Time: 1755.45 ms
[2021-07-04 12:18:28 main:574] : INFO : Epoch 2023 | loss: 0.0306429 | val_loss: 0.0312078 | Time: 1700.59 ms
[2021-07-04 12:18:30 main:574] : INFO : Epoch 2024 | loss: 0.0306544 | val_loss: 0.0312211 | Time: 1711.02 ms
[2021-07-04 12:18:31 main:574] : INFO : Epoch 2025 | loss: 0.0307357 | val_loss: 0.0311792 | Time: 1734.55 ms
[2021-07-04 12:18:33 main:574] : INFO : Epoch 2026 | loss: 0.0307116 | val_loss: 0.0311129 | Time: 1735.15 ms
[2021-07-04 12:18:35 main:574] : INFO : Epoch 2027 | loss: 0.0307073 | val_loss: 0.0310965 | Time: 1719.63 ms
[2021-07-04 12:18:36 main:574] : INFO : Epoch 2028 | loss: 0.0307009 | val_loss: 0.0312293 | Time: 1731.51 ms
[2021-07-04 12:18:38 main:574] : INFO : Epoch 2029 | loss: 0.0307022 | val_loss: 0.0311696 | Time: 1736.66 ms
[2021-07-04 12:18:40 main:574] : INFO : Epoch 2030 | loss: 0.0307005 | val_loss: 0.0311374 | Time: 1765.8 ms
[2021-07-04 12:18:42 main:574] : INFO : Epoch 2031 | loss: 0.0306839 | val_loss: 0.0312018 | Time: 1764.79 ms
[2021-07-04 12:18:43 main:574] : INFO : Epoch 2032 | loss: 0.0306794 | val_loss: 0.0311301 | Time: 1709.89 ms
[2021-07-04 12:18:45 main:574] : INFO : Epoch 2033 | loss: 0.0306774 | val_loss: 0.0311506 | Time: 1714.47 ms
[2021-07-04 12:18:47 main:574] : INFO : Epoch 2034 | loss: 0.030697 | val_loss: 0.0311813 | Time: 1732.74 ms
[2021-07-04 12:18:49 main:574] : INFO : Epoch 2035 | loss: 0.0306611 | val_loss: 0.0312138 | Time: 1713.22 ms
[2021-07-04 12:18:50 main:574] : INFO : Epoch 2036 | loss: 0.0306512 | val_loss: 0.0312048 | Time: 1704.02 ms
[2021-07-04 12:18:52 main:574] : INFO : Epoch 2037 | loss: 0.0306597 | val_loss: 0.0312496 | Time: 1726.55 ms
[2021-07-04 12:18:54 main:574] : INFO : Epoch 2038 | loss: 0.0306686 | val_loss: 0.0312137 | Time: 1788.89 ms
[2021-07-04 12:18:56 main:574] : INFO : Epoch 2039 | loss: 0.0306506 | val_loss: 0.0311928 | Time: 1737.3 ms
[2021-07-04 12:18:57 main:574] : INFO : Epoch 2040 | loss: 0.0306803 | val_loss: 0.0311272 | Time: 1719.01 ms
[2021-07-04 12:18:59 main:574] : INFO : Epoch 2041 | loss: 0.0306727 | val_loss: 0.0311872 | Time: 1729.35 ms
[2021-07-04 12:19:01 main:574] : INFO : Epoch 2042 | loss: 0.0306754 | val_loss: 0.0311649 | Time: 1706.88 ms
[2021-07-04 12:19:02 main:574] : INFO : Epoch 2043 | loss: 0.0306728 | val_loss: 0.0312636 | Time: 1701.8 ms
[2021-07-04 12:19:04 main:574] : INFO : Epoch 2044 | loss: 0.0306857 | val_loss: 0.0311095 | Time: 1700.39 ms
[2021-07-04 12:19:06 main:574] : INFO : Epoch 2045 | loss: 0.0306771 | val_loss: 0.0312124 | Time: 1705.38 ms
[2021-07-04 12:19:08 main:574] : INFO : Epoch 2046 | loss: 0.0306606 | val_loss: 0.0311634 | Time: 1686.79 ms
[2021-07-04 12:19:09 main:574] : INFO : Epoch 2047 | loss: 0.0306746 | val_loss: 0.0312486 | Time: 1691.99 ms
[2021-07-04 12:19:11 main:574] : INFO : Epoch 2048 | loss: 0.0306961 | val_loss: 0.0311632 | Time: 1727.2 ms
[2021-07-04 12:19:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311632
[2021-07-04 12:19:11 main:603] : INFO : Saving end state to config to file
[2021-07-04 12:19:11 main:608] : INFO : Success, exiting..
12:19:11 (39932): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)