Task 4175909
| Name | ParityModified-1613190938-5637-1_0 |
| Workunit | 2278023 |
| Created | 24 Feb 2021, 18:43:08 UTC |
| Sent | 9 Mar 2021, 10:06:48 UTC |
| Report deadline | 16 Mar 2021, 10:06:48 UTC |
| Received | 9 Mar 2021, 13:03:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 1 hours 0 min 8 sec |
| CPU time | 59 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 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: 0.0308834 | val_loss: 0.0312271 | Time: 1883.44 ms [2021-03-09 12:51:14 main:574] : INFO : Epoch 1543 | loss: 0.0308749 | val_loss: 0.0312448 | Time: 1825.01 ms [2021-03-09 12:51:16 main:574] : INFO : Epoch 1544 | loss: 0.030867 | val_loss: 0.0312473 | Time: 1554.24 ms [2021-03-09 12:51:18 main:574] : INFO : Epoch 1545 | loss: 0.0308723 | val_loss: 0.031235 | Time: 1768.42 ms [2021-03-09 12:51:20 main:574] : INFO : Epoch 1546 | loss: 0.0308815 | val_loss: 0.0312348 | Time: 1881.95 ms [2021-03-09 12:51:22 main:574] : INFO : Epoch 1547 | loss: 0.0308946 | val_loss: 0.0312048 | Time: 1894.23 ms [2021-03-09 12:51:23 main:574] : INFO : Epoch 1548 | loss: 0.0308812 | val_loss: 0.0312352 | Time: 1843.95 ms [2021-03-09 12:51:25 main:574] : INFO : Epoch 1549 | loss: 0.0308713 | val_loss: 0.0312239 | Time: 1827.51 ms [2021-03-09 12:51:27 main:574] : INFO : Epoch 1550 | loss: 0.0308614 | val_loss: 0.0312246 | Time: 1478.83 ms [2021-03-09 12:51:29 main:574] : INFO : Epoch 1551 | loss: 0.030873 | val_loss: 0.031207 | Time: 1898.6 ms [2021-03-09 12:51:30 main:574] : INFO : Epoch 1552 | loss: 0.0308815 | val_loss: 0.0312518 | Time: 1856.86 ms [2021-03-09 12:51:32 main:574] : INFO : Epoch 1553 | loss: 0.0308851 | val_loss: 0.0312921 | Time: 1854.5 ms [2021-03-09 12:51:34 main:574] : INFO : Epoch 1554 | loss: 0.030883 | val_loss: 0.0312227 | Time: 1850.09 ms [2021-03-09 12:51:36 main:574] : INFO : Epoch 1555 | loss: 0.030887 | val_loss: 0.0312071 | Time: 1606.64 ms [2021-03-09 12:51:37 main:574] : INFO : Epoch 1556 | loss: 0.0308847 | val_loss: 0.0312519 | Time: 1673.13 ms [2021-03-09 12:51:39 main:574] : INFO : Epoch 1557 | loss: 0.0308801 | val_loss: 0.0312516 | Time: 1884.2 ms [2021-03-09 12:51:41 main:574] : INFO : Epoch 1558 | loss: 0.0308774 | val_loss: 0.0312216 | Time: 1947.81 ms [2021-03-09 12:51:43 main:574] : INFO : Epoch 1559 | loss: 0.0308838 | val_loss: 0.031255 | Time: 1997.37 ms [2021-03-09 12:51:45 main:574] : INFO : Epoch 1560 | loss: 0.0308806 | val_loss: 0.0312301 | Time: 1909.5 ms [2021-03-09 12:51:47 main:574] : INFO : Epoch 1561 | loss: 0.0308862 | val_loss: 0.0312684 | Time: 1572.14 ms [2021-03-09 12:51:49 main:574] : INFO : Epoch 1562 | loss: 0.030889 | val_loss: 0.031233 | Time: 1863.39 ms [2021-03-09 12:51:51 main:574] : INFO : Epoch 1563 | loss: 0.0308839 | val_loss: 0.0312118 | Time: 1842.67 ms [2021-03-09 12:51:53 main:574] : INFO : Epoch 1564 | loss: 0.0308726 | val_loss: 0.0312358 | Time: 1955.08 ms [2021-03-09 12:51:54 main:574] : INFO : Epoch 1565 | loss: 0.0308759 | val_loss: 0.0312792 | Time: 1905.04 ms [2021-03-09 12:51:56 main:574] : INFO : Epoch 1566 | loss: 0.0308702 | val_loss: 0.0312237 | Time: 1557.74 ms [2021-03-09 12:51:58 main:574] : INFO : Epoch 1567 | loss: 0.0308795 | val_loss: 0.0312248 | Time: 1721.39 ms [2021-03-09 12:52:00 main:574] : INFO : Epoch 1568 | loss: 0.0308896 | val_loss: 0.0312374 | Time: 1846.28 ms [2021-03-09 12:52:02 main:574] : INFO : Epoch 1569 | loss: 0.0308738 | val_loss: 0.0312401 | Time: 1893.01 ms [2021-03-09 12:52:03 main:574] : INFO : Epoch 1570 | loss: 0.0308731 | val_loss: 0.0312377 | Time: 1886.79 ms [2021-03-09 12:52:05 main:574] : INFO : Epoch 1571 | loss: 0.0308711 | val_loss: 0.0312706 | Time: 1815.95 ms [2021-03-09 12:52:07 main:574] : INFO : Epoch 1572 | loss: 0.0308737 | val_loss: 0.0312834 | Time: 1519.52 ms [2021-03-09 12:52:09 main:574] : INFO : Epoch 1573 | loss: 0.0308688 | val_loss: 0.031247 | Time: 1913.55 ms [2021-03-09 12:52:11 main:574] : INFO : Epoch 1574 | loss: 0.0308803 | val_loss: 0.0312344 | Time: 1861.56 ms [2021-03-09 12:52:12 main:574] : INFO : Epoch 1575 | loss: 0.0308788 | val_loss: 0.0312411 | Time: 1870.41 ms [2021-03-09 12:52:14 main:574] : INFO : Epoch 1576 | loss: 0.0308751 | val_loss: 0.0312254 | Time: 1833.08 ms [2021-03-09 12:52:16 main:574] : INFO : Epoch 1577 | loss: 0.0308741 | val_loss: 0.0312495 | Time: 1606.44 ms [2021-03-09 12:52:18 main:574] : INFO : Epoch 1578 | loss: 0.0308741 | val_loss: 0.0312154 | Time: 1689.88 ms [2021-03-09 12:52:19 main:574] : INFO : Epoch 1579 | loss: 0.0308764 | val_loss: 0.0312461 | Time: 1861.94 ms [2021-03-09 12:52:21 main:574] : INFO : Epoch 1580 | loss: 0.0308748 | val_loss: 0.0312405 | Time: 1895.22 ms [2021-03-09 12:52:23 main:574] : INFO : Epoch 1581 | loss: 0.0308721 | val_loss: 0.0312265 | Time: 1867.32 ms [2021-03-09 12:52:25 main:574] : INFO : Epoch 1582 | loss: 0.0308767 | val_loss: 0.0312454 | Time: 1891.19 ms [2021-03-09 12:52:27 main:574] : INFO : Epoch 1583 | loss: 0.0308855 | val_loss: 0.0312379 | Time: 1490.35 ms [2021-03-09 12:52:29 main:574] : INFO : Epoch 1584 | loss: 0.0308782 | val_loss: 0.0312483 | Time: 1873.15 ms [2021-03-09 12:52:30 main:574] : INFO : Epoch 1585 | loss: 0.0308845 | val_loss: 0.0312624 | Time: 1860.15 ms [2021-03-09 12:52:32 main:574] : INFO : Epoch 1586 | loss: 0.0308848 | val_loss: 0.0312267 | Time: 1816.31 ms [2021-03-09 12:52:34 main:574] : INFO : Epoch 1587 | loss: 0.030905 | val_loss: 0.0312234 | Time: 1997.85 ms [2021-03-09 12:52:36 main:574] : INFO : Epoch 1588 | loss: 0.0308902 | val_loss: 0.0312189 | Time: 1599.34 ms [2021-03-09 12:52:38 main:574] : INFO : Epoch 1589 | loss: 0.0308925 | val_loss: 0.0312136 | Time: 1671.44 ms [2021-03-09 12:52:39 main:574] : INFO : Epoch 1590 | loss: 0.0308863 | val_loss: 0.03125 | Time: 1866.04 ms [2021-03-09 12:52:41 main:574] : INFO : Epoch 1591 | loss: 0.0308808 | val_loss: 0.0312249 | Time: 1860.16 ms [2021-03-09 12:52:43 main:574] : INFO : Epoch 1592 | loss: 0.0308843 | val_loss: 0.0312528 | Time: 1824.48 ms [2021-03-09 12:52:45 main:574] : INFO : Epoch 1593 | loss: 0.0308784 | val_loss: 0.0312517 | Time: 1872.65 ms [2021-03-09 12:52:47 main:574] : INFO : Epoch 1594 | loss: 0.0308764 | val_loss: 0.0312335 | Time: 1512.94 ms [2021-03-09 12:52:49 main:574] : INFO : Epoch 1595 | loss: 0.0308744 | val_loss: 0.0312819 | Time: 1972.69 ms [2021-03-09 12:52:50 main:574] : INFO : Epoch 1596 | loss: 0.0308759 | val_loss: 0.0312617 | Time: 1910.6 ms [2021-03-09 12:52:52 main:574] : INFO : Epoch 1597 | loss: 0.0308834 | val_loss: 0.0312351 | Time: 1849.54 ms [2021-03-09 12:52:54 main:574] : INFO : Epoch 1598 | loss: 0.0308761 | val_loss: 0.0312541 | Time: 1875.54 ms [2021-03-09 12:52:56 main:574] : INFO : Epoch 1599 | loss: 0.0308731 | val_loss: 0.0312279 | Time: 1620.7 ms [2021-03-09 12:52:58 main:574] : INFO : Epoch 1600 | loss: 0.0308793 | val_loss: 0.0312255 | Time: 1662.67 ms [2021-03-09 12:52:59 main:574] : INFO : Epoch 1601 | loss: 0.0308759 | val_loss: 0.0312687 | Time: 1898.63 ms [2021-03-09 12:53:01 main:574] : INFO : Epoch 1602 | loss: 0.0308766 | val_loss: 0.0312217 | Time: 1846.49 ms [2021-03-09 12:53:03 main:574] : INFO : Epoch 1603 | loss: 0.0308708 | val_loss: 0.0312366 | Time: 1914.26 ms [2021-03-09 12:53:05 main:574] : INFO : Epoch 1604 | loss: 0.0308801 | val_loss: 0.0312395 | Time: 1844.9 ms [2021-03-09 12:53:07 main:574] : INFO : Epoch 1605 | loss: 0.0308805 | val_loss: 0.0312237 | Time: 1519.71 ms [2021-03-09 12:53:08 main:574] : INFO : Epoch 1606 | loss: 0.0308767 | val_loss: 0.0312301 | Time: 1759.28 ms [2021-03-09 12:53:10 main:574] : INFO : Epoch 1607 | loss: 0.0308736 | val_loss: 0.0312689 | Time: 1875.15 ms [2021-03-09 12:53:12 main:574] : INFO : Epoch 1608 | loss: 0.0308756 | val_loss: 0.0312472 | Time: 1857.92 ms [2021-03-09 12:53:14 main:574] : INFO : Epoch 1609 | loss: 0.0308797 | val_loss: 0.0312548 | Time: 1844.15 ms [2021-03-09 12:53:16 main:574] : INFO : Epoch 1610 | loss: 0.0308717 | val_loss: 0.0312336 | Time: 1712.05 ms [2021-03-09 12:53:17 main:574] : INFO : Epoch 1611 | loss: 0.0308674 | val_loss: 0.0312724 | Time: 1578.65 ms [2021-03-09 12:53:19 main:574] : INFO : Epoch 1612 | loss: 0.0308869 | val_loss: 0.0311985 | Time: 1871.42 ms [2021-03-09 12:53:21 main:574] : INFO : Epoch 1613 | loss: 0.0308793 | val_loss: 0.031244 | Time: 1801.92 ms [2021-03-09 12:53:23 main:574] : INFO : Epoch 1614 | loss: 0.0308785 | val_loss: 0.0312231 | Time: 1888.58 ms [2021-03-09 12:53:25 main:574] : INFO : Epoch 1615 | loss: 0.0308779 | val_loss: 0.0312431 | Time: 1897.12 ms [2021-03-09 12:53:26 main:574] : INFO : Epoch 1616 | loss: 0.0308831 | val_loss: 0.0312604 | Time: 1538.66 ms [2021-03-09 12:53:28 main:574] : INFO : Epoch 1617 | loss: 0.0308724 | val_loss: 0.0312423 | Time: 1806.03 ms [2021-03-09 12:53:30 main:574] : INFO : Epoch 1618 | loss: 0.0308673 | val_loss: 0.0312433 | Time: 1854.75 ms [2021-03-09 12:53:32 main:574] : INFO : Epoch 1619 | loss: 0.0308645 | val_loss: 0.031276 | Time: 1840.68 ms [2021-03-09 12:53:34 main:574] : INFO : Epoch 1620 | loss: 0.0308706 | val_loss: 0.0312442 | Time: 1913.34 ms [2021-03-09 12:53:36 main:574] : INFO : Epoch 1621 | loss: 0.0308741 | val_loss: 0.0312252 | Time: 1774.55 ms [2021-03-09 12:53:37 main:574] : INFO : Epoch 1622 | loss: 0.0308826 | val_loss: 0.0312238 | Time: 1533.14 ms [2021-03-09 12:53:39 main:574] : INFO : Epoch 1623 | loss: 0.0308752 | val_loss: 0.0312604 | Time: 1868.32 ms [2021-03-09 12:53:41 main:574] : INFO : Epoch 1624 | loss: 0.030886 | val_loss: 0.031231 | Time: 1837.86 ms [2021-03-09 12:53:43 main:574] : INFO : Epoch 1625 | loss: 0.030871 | val_loss: 0.0312328 | Time: 1813.56 ms [2021-03-09 12:53:44 main:574] : INFO : Epoch 1626 | loss: 0.0308754 | val_loss: 0.0312204 | Time: 1829.33 ms [2021-03-09 12:53:46 main:574] : INFO : Epoch 1627 | loss: 0.0308827 | val_loss: 0.031225 | Time: 1623.67 ms [2021-03-09 12:53:48 main:574] : INFO : Epoch 1628 | loss: 0.0308798 | val_loss: 0.031232 | Time: 1725.63 ms [2021-03-09 12:53:50 main:574] : INFO : Epoch 1629 | loss: 0.0308858 | val_loss: 0.0312042 | Time: 1891.58 ms [2021-03-09 12:53:52 main:574] : INFO : Epoch 1630 | loss: 0.0308784 | val_loss: 0.0312653 | Time: 1857.77 ms [2021-03-09 12:53:54 main:574] : INFO : Epoch 1631 | loss: 0.0308756 | val_loss: 0.0312225 | Time: 1885.28 ms [2021-03-09 12:53:55 main:574] : INFO : Epoch 1632 | loss: 0.0308762 | val_loss: 0.0312625 | Time: 1915.6 ms [2021-03-09 12:53:57 main:574] : INFO : Epoch 1633 | loss: 0.0308843 | val_loss: 0.0312218 | Time: 1522.77 ms [2021-03-09 12:53:59 main:574] : INFO : Epoch 1634 | loss: 0.0308809 | val_loss: 0.03126 | Time: 1899.91 ms [2021-03-09 12:54:01 main:574] : INFO : Epoch 1635 | loss: 0.0308847 | val_loss: 0.0312631 | Time: 1828.26 ms [2021-03-09 12:54:03 main:574] : INFO : Epoch 1636 | loss: 0.0308761 | val_loss: 0.0312302 | Time: 1870.36 ms [2021-03-09 12:54:04 main:574] : INFO : Epoch 1637 | loss: 0.0308969 | val_loss: 0.0312446 | Time: 1848.25 ms [2021-03-09 12:54:06 main:574] : INFO : Epoch 1638 | loss: 0.0308808 | val_loss: 0.031254 | Time: 1600.12 ms [2021-03-09 12:54:08 main:574] : INFO : Epoch 1639 | loss: 0.030891 | val_loss: 0.0312266 | Time: 1699.31 ms [2021-03-09 12:54:10 main:574] : INFO : Epoch 1640 | loss: 0.0308935 | val_loss: 0.0312333 | Time: 1815.94 ms [2021-03-09 12:54:11 main:574] : INFO : Epoch 1641 | loss: 0.0308876 | val_loss: 0.0312694 | Time: 1860.38 ms [2021-03-09 12:54:13 main:574] : INFO : Epoch 1642 | loss: 0.0308871 | val_loss: 0.0312317 | Time: 1861.14 ms [2021-03-09 12:54:15 main:574] : INFO : Epoch 1643 | loss: 0.0308787 | val_loss: 0.0312716 | Time: 1888.29 ms [2021-03-09 12:54:17 main:574] : INFO : Epoch 1644 | loss: 0.0308704 | val_loss: 0.0312406 | Time: 1478.56 ms [2021-03-09 12:54:19 main:574] : INFO : Epoch 1645 | loss: 0.0308746 | val_loss: 0.0312422 | Time: 1831.26 ms [2021-03-09 12:54:20 main:574] : INFO : Epoch 1646 | loss: 0.0308699 | val_loss: 0.0312304 | Time: 1887.03 ms [2021-03-09 12:54:22 main:574] : INFO : Epoch 1647 | loss: 0.0309147 | val_loss: 0.0311572 | Time: 1842.71 ms [2021-03-09 12:54:24 main:574] : INFO : Epoch 1648 | loss: 0.0309932 | val_loss: 0.031192 | Time: 1860.58 ms [2021-03-09 12:54:26 main:574] : INFO : Epoch 1649 | loss: 0.0309277 | val_loss: 0.0312084 | Time: 1678.22 ms [2021-03-09 12:54:27 main:574] : INFO : Epoch 1650 | loss: 0.0308856 | val_loss: 0.0312299 | Time: 1573.67 ms [2021-03-09 12:54:29 main:574] : INFO : Epoch 1651 | loss: 0.0308695 | val_loss: 0.0312151 | Time: 1835.53 ms [2021-03-09 12:54:31 main:574] : INFO : Epoch 1652 | loss: 0.0308678 | val_loss: 0.0312421 | Time: 1860.55 ms [2021-03-09 12:54:33 main:574] : INFO : Epoch 1653 | loss: 0.0308761 | val_loss: 0.031228 | Time: 1887.19 ms [2021-03-09 12:54:35 main:574] : INFO : Epoch 1654 | loss: 0.0308689 | val_loss: 0.03125 | Time: 1802.52 ms [2021-03-09 12:54:36 main:574] : INFO : Epoch 1655 | loss: 0.0308748 | val_loss: 0.0312404 | Time: 1524.84 ms [2021-03-09 12:54:38 main:574] : INFO : Epoch 1656 | loss: 0.0308762 | val_loss: 0.0312278 | Time: 1759.65 ms [2021-03-09 12:54:40 main:574] : INFO : Epoch 1657 | loss: 0.0308915 | val_loss: 0.0312294 | Time: 1832.54 ms [2021-03-09 12:54:42 main:574] : INFO : Epoch 1658 | loss: 0.0309083 | val_loss: 0.031226 | Time: 1820.35 ms [2021-03-09 12:54:44 main:574] : INFO : Epoch 1659 | loss: 0.0308821 | val_loss: 0.0312339 | Time: 1801.96 ms [2021-03-09 12:54:46 main:574] : INFO : Epoch 1660 | loss: 0.0308803 | val_loss: 0.0312475 | Time: 1842.93 ms [2021-03-09 12:54:47 main:574] : INFO : Epoch 1661 | loss: 0.0308803 | val_loss: 0.031234 | Time: 1552.58 ms [2021-03-09 12:54:49 main:574] : INFO : Epoch 1662 | loss: 0.0308753 | val_loss: 0.0312578 | Time: 1904.22 ms [2021-03-09 12:54:51 main:574] : INFO : Epoch 1663 | loss: 0.0308839 | val_loss: 0.031254 | Time: 1977.26 ms [2021-03-09 12:54:53 main:574] : INFO : Epoch 1664 | loss: 0.03088 | val_loss: 0.0312299 | Time: 1831.5 ms [2021-03-09 12:54:55 main:574] : INFO : Epoch 1665 | loss: 0.0308775 | val_loss: 0.0312191 | Time: 1836.35 ms [2021-03-09 12:54:56 main:574] : INFO : Epoch 1666 | loss: 0.0308771 | val_loss: 0.0312625 | Time: 1526.25 ms [2021-03-09 12:54:58 main:574] : INFO : Epoch 1667 | loss: 0.0308846 | val_loss: 0.0312395 | Time: 1666.62 ms [2021-03-09 12:55:00 main:574] : INFO : Epoch 1668 | loss: 0.0308715 | val_loss: 0.0312421 | Time: 1769.9 ms [2021-03-09 12:55:02 main:574] : INFO : Epoch 1669 | loss: 0.0308663 | val_loss: 0.0312458 | Time: 1857.69 ms [2021-03-09 12:55:03 main:574] : INFO : Epoch 1670 | loss: 0.0308795 | val_loss: 0.0312414 | Time: 1778.44 ms [2021-03-09 12:55:05 main:574] : INFO : Epoch 1671 | loss: 0.0308747 | val_loss: 0.0312172 | Time: 1860.07 ms [2021-03-09 12:55:07 main:574] : INFO : Epoch 1672 | loss: 0.0308799 | val_loss: 0.0312398 | Time: 1437.47 ms [2021-03-09 12:55:08 main:574] : INFO : Epoch 1673 | loss: 0.0308724 | val_loss: 0.0312543 | Time: 1761.04 ms [2021-03-09 12:55:10 main:574] : INFO : Epoch 1674 | loss: 0.0308915 | val_loss: 0.0312521 | Time: 1733.48 ms [2021-03-09 12:55:12 main:574] : INFO : Epoch 1675 | loss: 0.0308912 | val_loss: 0.0312125 | Time: 1737.86 ms [2021-03-09 12:55:14 main:574] : INFO : Epoch 1676 | loss: 0.03089 | val_loss: 0.0312098 | Time: 1778.01 ms [2021-03-09 12:55:16 main:574] : INFO : Epoch 1677 | loss: 0.0308838 | val_loss: 0.0312349 | Time: 1823.85 ms [2021-03-09 12:55:17 main:574] : INFO : Epoch 1678 | loss: 0.0308825 | val_loss: 0.0312414 | Time: 1403.19 ms [2021-03-09 12:55:19 main:574] : INFO : Epoch 1679 | loss: 0.030876 | val_loss: 0.0312582 | Time: 1764.61 ms [2021-03-09 12:55:21 main:574] : INFO : Epoch 1680 | loss: 0.0308726 | val_loss: 0.0312211 | Time: 1790.86 ms [2021-03-09 12:55:22 main:574] : INFO : Epoch 1681 | loss: 0.0308763 | val_loss: 0.0312859 | Time: 1808.44 ms [2021-03-09 12:55:24 main:574] : INFO : Epoch 1682 | loss: 0.030873 | val_loss: 0.0312527 | Time: 1860.21 ms [2021-03-09 12:55:26 main:574] : INFO : Epoch 1683 | loss: 0.0308789 | val_loss: 0.0312226 | Time: 1674.01 ms [2021-03-09 12:55:27 main:574] : INFO : Epoch 1684 | loss: 0.0308768 | val_loss: 0.0312552 | Time: 1509.38 ms [2021-03-09 12:55:29 main:574] : INFO : Epoch 1685 | loss: 0.0308793 | val_loss: 0.0312573 | Time: 1753.26 ms [2021-03-09 12:55:31 main:574] : INFO : Epoch 1686 | loss: 0.0308773 | val_loss: 0.0312155 | Time: 1806 ms [2021-03-09 12:55:33 main:574] : INFO : Epoch 1687 | loss: 0.0308849 | val_loss: 0.0312943 | Time: 1833.27 ms [2021-03-09 12:55:35 main:574] : INFO : Epoch 1688 | loss: 0.0308824 | val_loss: 0.0312217 | Time: 1824.63 ms [2021-03-09 12:55:36 main:574] : INFO : Epoch 1689 | loss: 0.0308949 | val_loss: 0.0312302 | Time: 1574.39 ms [2021-03-09 12:55:38 main:574] : INFO : Epoch 1690 | loss: 0.0308843 | val_loss: 0.0312369 | Time: 1637.41 ms [2021-03-09 12:55:40 main:574] : INFO : Epoch 1691 | loss: 0.0308732 | val_loss: 0.0312331 | Time: 1844.83 ms [2021-03-09 12:55:42 main:574] : INFO : Epoch 1692 | loss: 0.0308871 | val_loss: 0.0312501 | Time: 1756.55 ms [2021-03-09 12:55:43 main:574] : INFO : Epoch 1693 | loss: 0.0308993 | val_loss: 0.0311995 | Time: 1754.4 ms [2021-03-09 12:55:45 main:574] : INFO : Epoch 1694 | loss: 0.030879 | val_loss: 0.0312231 | Time: 1789.83 ms [2021-03-09 12:55:47 main:574] : INFO : Epoch 1695 | loss: 0.0308726 | val_loss: 0.031259 | Time: 1480.81 ms [2021-03-09 12:55:48 main:574] : INFO : Epoch 1696 | loss: 0.0308799 | val_loss: 0.0312247 | Time: 1640.92 ms [2021-03-09 12:55:50 main:574] : INFO : Epoch 1697 | loss: 0.030886 | val_loss: 0.031242 | Time: 1802.46 ms [2021-03-09 12:55:52 main:574] : INFO : Epoch 1698 | loss: 0.0308718 | val_loss: 0.0312546 | Time: 1753.77 ms [2021-03-09 12:55:54 main:574] : INFO : Epoch 1699 | loss: 0.0308749 | val_loss: 0.0312293 | Time: 1772.63 ms [2021-03-09 12:55:55 main:574] : INFO : Epoch 1700 | loss: 0.0308845 | val_loss: 0.031234 | Time: 1751.59 ms [2021-03-09 12:55:57 main:574] : INFO : Epoch 1701 | loss: 0.0308763 | val_loss: 0.031251 | Time: 1427.53 ms [2021-03-09 12:55:59 main:574] : INFO : Epoch 1702 | loss: 0.0308789 | val_loss: 0.0311962 | Time: 1751.53 ms [2021-03-09 12:56:00 main:574] : INFO : Epoch 1703 | loss: 0.0308777 | val_loss: 0.0312202 | Time: 1812.14 ms [2021-03-09 12:56:02 main:574] : INFO : Epoch 1704 | loss: 0.0308819 | val_loss: 0.0312455 | Time: 1789.66 ms [2021-03-09 12:56:04 main:574] : INFO : Epoch 1705 | loss: 0.030884 | val_loss: 0.0312329 | Time: 1824.06 ms [2021-03-09 12:56:06 main:574] : INFO : Epoch 1706 | loss: 0.0308784 | val_loss: 0.0312341 | Time: 1761.62 ms [2021-03-09 12:56:07 main:574] : INFO : Epoch 1707 | loss: 0.030881 | val_loss: 0.0312486 | Time: 1449.13 ms [2021-03-09 12:56:09 main:574] : INFO : Epoch 1708 | loss: 0.0308753 | val_loss: 0.0312343 | Time: 1761.02 ms [2021-03-09 12:56:11 main:574] : INFO : Epoch 1709 | loss: 0.0308753 | val_loss: 0.0312508 | Time: 1781.06 ms [2021-03-09 12:56:13 main:574] : INFO : Epoch 1710 | loss: 0.03088 | val_loss: 0.0312643 | Time: 1742.32 ms [2021-03-09 12:56:14 main:574] : INFO : Epoch 1711 | loss: 0.0308703 | val_loss: 0.0312646 | Time: 1784.03 ms [2021-03-09 12:56:16 main:574] : INFO : Epoch 1712 | loss: 0.0308701 | val_loss: 0.0312542 | Time: 1667.71 ms [2021-03-09 12:56:18 main:574] : INFO : Epoch 1713 | loss: 0.0308711 | val_loss: 0.0312567 | Time: 1545.11 ms [2021-03-09 12:56:19 main:574] : INFO : Epoch 1714 | loss: 0.0308748 | val_loss: 0.0312378 | Time: 1730.59 ms [2021-03-09 12:56:21 main:574] : INFO : Epoch 1715 | loss: 0.0308742 | val_loss: 0.0312554 | Time: 1853.22 ms [2021-03-09 12:56:23 main:574] : INFO : Epoch 1716 | loss: 0.0308813 | val_loss: 0.0312275 | Time: 1820.46 ms [2021-03-09 12:56:25 main:574] : INFO : Epoch 1717 | loss: 0.0308928 | val_loss: 0.0312329 | Time: 1760.14 ms [2021-03-09 12:56:26 main:574] : INFO : Epoch 1718 | loss: 0.0308861 | val_loss: 0.031229 | Time: 1558.32 ms [2021-03-09 12:56:28 main:574] : INFO : Epoch 1719 | loss: 0.0308728 | val_loss: 0.0312372 | Time: 1577.25 ms [2021-03-09 12:56:30 main:574] : INFO : Epoch 1720 | loss: 0.0308821 | val_loss: 0.0312598 | Time: 1771.92 ms [2021-03-09 12:56:32 main:574] : INFO : Epoch 1721 | loss: 0.0308903 | val_loss: 0.0312024 | Time: 1767.99 ms [2021-03-09 12:56:33 main:574] : INFO : Epoch 1722 | loss: 0.0308839 | val_loss: 0.0311885 | Time: 1877.4 ms [2021-03-09 12:56:35 main:574] : INFO : Epoch 1723 | loss: 0.030879 | val_loss: 0.0312456 | Time: 1795.02 ms [2021-03-09 12:56:37 main:574] : INFO : Epoch 1724 | loss: 0.0308749 | val_loss: 0.0312555 | Time: 1448.46 ms [2021-03-09 12:56:38 main:574] : INFO : Epoch 1725 | loss: 0.0308745 | val_loss: 0.031235 | Time: 1672.67 ms [2021-03-09 12:56:40 main:574] : INFO : Epoch 1726 | loss: 0.0308756 | val_loss: 0.0312437 | Time: 1765.89 ms [2021-03-09 12:56:42 main:574] : INFO : Epoch 1727 | loss: 0.0308762 | val_loss: 0.031257 | Time: 1837.06 ms [2021-03-09 12:56:44 main:574] : INFO : Epoch 1728 | loss: 0.0308768 | val_loss: 0.0312512 | Time: 1784.54 ms [2021-03-09 12:56:46 main:574] : INFO : Epoch 1729 | loss: 0.0308718 | val_loss: 0.0312298 | Time: 1787.79 ms [2021-03-09 12:56:47 main:574] : INFO : Epoch 1730 | loss: 0.0308903 | val_loss: 0.0312246 | Time: 1438.76 ms [2021-03-09 12:56:49 main:574] : INFO : Epoch 1731 | loss: 0.0308928 | val_loss: 0.0312512 | Time: 1680.25 ms [2021-03-09 12:56:50 main:574] : INFO : Epoch 1732 | loss: 0.0308825 | val_loss: 0.0312431 | Time: 1707.68 ms [2021-03-09 12:56:52 main:574] : INFO : Epoch 1733 | loss: 0.0308694 | val_loss: 0.031221 | Time: 1789.53 ms [2021-03-09 12:56:54 main:574] : INFO : Epoch 1734 | loss: 0.0308712 | val_loss: 0.031257 | Time: 1734.42 ms [2021-03-09 12:56:56 main:574] : INFO : Epoch 1735 | loss: 0.030867 | val_loss: 0.0312263 | Time: 1775.8 ms [2021-03-09 12:56:57 main:574] : INFO : Epoch 1736 | loss: 0.0308856 | val_loss: 0.0312461 | Time: 1421.74 ms [2021-03-09 12:56:59 main:574] : INFO : Epoch 1737 | loss: 0.0308721 | val_loss: 0.0312184 | Time: 1755.43 ms [2021-03-09 12:57:01 main:574] : INFO : Epoch 1738 | loss: 0.0308756 | val_loss: 0.031227 | Time: 1743.6 ms [2021-03-09 12:57:03 main:574] : INFO : Epoch 1739 | loss: 0.0308845 | val_loss: 0.031219 | Time: 1815.54 ms [2021-03-09 12:57:04 main:574] : INFO : Epoch 1740 | loss: 0.030881 | val_loss: 0.0312827 | Time: 1806.02 ms [2021-03-09 12:57:06 main:574] : INFO : Epoch 1741 | loss: 0.0308729 | val_loss: 0.0312342 | Time: 1642.15 ms [2021-03-09 12:57:08 main:574] : INFO : Epoch 1742 | loss: 0.0308685 | val_loss: 0.031206 | Time: 1472.79 ms [2021-03-09 12:57:09 main:574] : INFO : Epoch 1743 | loss: 0.0308757 | val_loss: 0.0312583 | Time: 1696.81 ms [2021-03-09 12:57:11 main:574] : INFO : Epoch 1744 | loss: 0.0308894 | val_loss: 0.0311952 | Time: 1838.08 ms [2021-03-09 12:57:13 main:574] : INFO : Epoch 1745 | loss: 0.0308827 | val_loss: 0.0312475 | Time: 1803.81 ms [2021-03-09 12:57:15 main:574] : INFO : Epoch 1746 | loss: 0.0308685 | val_loss: 0.0312422 | Time: 1781.26 ms [2021-03-09 12:57:16 main:574] : INFO : Epoch 1747 | loss: 0.0308625 | val_loss: 0.0312313 | Time: 1621.32 ms [2021-03-09 12:57:18 main:574] : INFO : Epoch 1748 | loss: 0.0308712 | val_loss: 0.0312577 | Time: 1545.11 ms [2021-03-09 12:57:20 main:574] : INFO : Epoch 1749 | loss: 0.0308744 | val_loss: 0.0312325 | Time: 1818.07 ms [2021-03-09 12:57:21 main:574] : INFO : Epoch 1750 | loss: 0.0308682 | val_loss: 0.0312466 | Time: 1814.35 ms [2021-03-09 12:57:23 main:574] : INFO : Epoch 1751 | loss: 0.0308881 | val_loss: 0.0312551 | Time: 1769.13 ms [2021-03-09 12:57:25 main:574] : INFO : Epoch 1752 | loss: 0.0308877 | val_loss: 0.0312137 | Time: 1770.26 ms [2021-03-09 12:57:27 main:574] : INFO : Epoch 1753 | loss: 0.0308768 | val_loss: 0.0312497 | Time: 1509.55 ms [2021-03-09 12:57:28 main:574] : INFO : Epoch 1754 | loss: 0.0308838 | val_loss: 0.0312018 | Time: 1614.75 ms [2021-03-09 12:57:30 main:574] : INFO : Epoch 1755 | loss: 0.0309227 | val_loss: 0.0312048 | Time: 1677.29 ms [2021-03-09 12:57:32 main:574] : INFO : Epoch 1756 | loss: 0.0308891 | val_loss: 0.0312375 | Time: 1722.54 ms [2021-03-09 12:57:33 main:574] : INFO : Epoch 1757 | loss: 0.0308771 | val_loss: 0.0312671 | Time: 1832.33 ms [2021-03-09 12:57:35 main:574] : INFO : Epoch 1758 | loss: 0.0308772 | val_loss: 0.0312093 | Time: 1780.46 ms [2021-03-09 12:57:37 main:574] : INFO : Epoch 1759 | loss: 0.0308876 | val_loss: 0.0312469 | Time: 1520.98 ms [2021-03-09 12:57:38 main:574] : INFO : Epoch 1760 | loss: 0.0308854 | val_loss: 0.0312451 | Time: 1694.27 ms [2021-03-09 12:57:40 main:574] : INFO : Epoch 1761 | loss: 0.030891 | val_loss: 0.0312315 | Time: 1800.72 ms [2021-03-09 12:57:42 main:574] : INFO : Epoch 1762 | loss: 0.0308841 | val_loss: 0.0312318 | Time: 1693.13 ms [2021-03-09 12:57:44 main:574] : INFO : Epoch 1763 | loss: 0.0308795 | val_loss: 0.0312322 | Time: 1851.05 ms [2021-03-09 12:57:46 main:574] : INFO : Epoch 1764 | loss: 0.03088 | val_loss: 0.0312354 | Time: 1694.61 ms [2021-03-09 12:57:47 main:574] : INFO : Epoch 1765 | loss: 0.0308714 | val_loss: 0.0312336 | Time: 1439.78 ms [2021-03-09 12:57:49 main:574] : INFO : Epoch 1766 | loss: 0.030884 | val_loss: 0.0312596 | Time: 1673.55 ms [2021-03-09 12:57:50 main:574] : INFO : Epoch 1767 | loss: 0.0308815 | val_loss: 0.0312189 | Time: 1755.91 ms [2021-03-09 12:57:52 main:574] : INFO : Epoch 1768 | loss: 0.030887 | val_loss: 0.0312389 | Time: 1722.17 ms [2021-03-09 12:57:54 main:574] : INFO : Epoch 1769 | loss: 0.0308707 | val_loss: 0.0312289 | Time: 1784.14 ms [2021-03-09 12:57:56 main:574] : INFO : Epoch 1770 | loss: 0.0308713 | val_loss: 0.0312254 | Time: 1775.41 ms [2021-03-09 12:57:57 main:574] : INFO : Epoch 1771 | loss: 0.0308698 | val_loss: 0.0312464 | Time: 1433.04 ms [2021-03-09 12:57:59 main:574] : INFO : Epoch 1772 | loss: 0.0308864 | val_loss: 0.0312435 | Time: 1715.8 ms [2021-03-09 12:58:01 main:574] : INFO : Epoch 1773 | loss: 0.0308851 | val_loss: 0.0312618 | Time: 1808.77 ms [2021-03-09 12:58:02 main:574] : INFO : Epoch 1774 | loss: 0.030875 | val_loss: 0.0312484 | Time: 1722.61 ms [2021-03-09 12:58:04 main:574] : INFO : Epoch 1775 | loss: 0.0308808 | val_loss: 0.031239 | Time: 1775.3 ms [2021-03-09 12:58:06 main:574] : INFO : Epoch 1776 | loss: 0.0308874 | val_loss: 0.0312286 | Time: 1716.99 ms [2021-03-09 12:58:07 main:574] : INFO : Epoch 1777 | loss: 0.0308919 | val_loss: 0.0312617 | Time: 1460.45 ms [2021-03-09 12:58:09 main:574] : INFO : Epoch 1778 | loss: 0.0308789 | val_loss: 0.0312367 | Time: 1767.53 ms [2021-03-09 12:58:11 main:574] : INFO : Epoch 1779 | loss: 0.0308731 | val_loss: 0.0312323 | Time: 1750.71 ms [2021-03-09 12:58:13 main:574] : INFO : Epoch 1780 | loss: 0.030882 | val_loss: 0.0312077 | Time: 1778.92 ms [2021-03-09 12:58:15 main:574] : INFO : Epoch 1781 | loss: 0.0309004 | val_loss: 0.0312 | Time: 1761.2 ms [2021-03-09 12:58:16 main:574] : INFO : Epoch 1782 | loss: 0.03088 | val_loss: 0.0312814 | Time: 1641.95 ms [2021-03-09 12:58:18 main:574] : INFO : Epoch 1783 | loss: 0.0308713 | val_loss: 0.0312404 | Time: 1512.31 ms [2021-03-09 12:58:20 main:574] : INFO : Epoch 1784 | loss: 0.0308876 | val_loss: 0.0312109 | Time: 1768.7 ms [2021-03-09 12:58:21 main:574] : INFO : Epoch 1785 | loss: 0.0308944 | val_loss: 0.0312227 | Time: 1802.37 ms [2021-03-09 12:58:23 main:574] : INFO : Epoch 1786 | loss: 0.0308955 | val_loss: 0.0312433 | Time: 1797.67 ms [2021-03-09 12:58:25 main:574] : INFO : Epoch 1787 | loss: 0.0308855 | val_loss: 0.0312366 | Time: 1744.94 ms [2021-03-09 12:58:26 main:574] : INFO : Epoch 1788 | loss: 0.0308764 | val_loss: 0.0312467 | Time: 1567.48 ms [2021-03-09 12:58:28 main:574] : INFO : Epoch 1789 | loss: 0.0308846 | val_loss: 0.0312688 | Time: 1578.49 ms [2021-03-09 12:58:30 main:574] : INFO : Epoch 1790 | loss: 0.0308826 | val_loss: 0.0312165 | Time: 1846.68 ms [2021-03-09 12:58:32 main:574] : INFO : Epoch 1791 | loss: 0.0308846 | val_loss: 0.0312633 | Time: 1757.31 ms [2021-03-09 12:58:33 main:574] : INFO : Epoch 1792 | loss: 0.0308824 | val_loss: 0.0311981 | Time: 1769.15 ms [2021-03-09 12:58:35 main:574] : INFO : Epoch 1793 | loss: 0.0308876 | val_loss: 0.0312451 | Time: 1813.99 ms [2021-03-09 12:58:37 main:574] : INFO : Epoch 1794 | loss: 0.0308768 | val_loss: 0.0312401 | Time: 1464.55 ms [2021-03-09 12:58:38 main:574] : INFO : Epoch 1795 | loss: 0.030884 | val_loss: 0.0312334 | Time: 1611.4 ms [2021-03-09 12:58:40 main:574] : INFO : Epoch 1796 | loss: 0.0308882 | val_loss: 0.0312406 | Time: 1775.08 ms [2021-03-09 12:58:42 main:574] : INFO : Epoch 1797 | loss: 0.0308761 | val_loss: 0.0312666 | Time: 1815.67 ms [2021-03-09 12:58:44 main:574] : INFO : Epoch 1798 | loss: 0.0308787 | val_loss: 0.0312223 | Time: 1727.97 ms [2021-03-09 12:58:45 main:574] : INFO : Epoch 1799 | loss: 0.0308721 | val_loss: 0.0312427 | Time: 1777.79 ms [2021-03-09 12:58:47 main:574] : INFO : Epoch 1800 | loss: 0.0308762 | val_loss: 0.0312139 | Time: 1477.99 ms [2021-03-09 12:58:49 main:574] : INFO : Epoch 1801 | loss: 0.0308726 | val_loss: 0.0312572 | Time: 1684.32 ms [2021-03-09 12:58:50 main:574] : INFO : Epoch 1802 | loss: 0.0308675 | val_loss: 0.0312296 | Time: 1731.75 ms [2021-03-09 12:58:52 main:574] : INFO : Epoch 1803 | loss: 0.030882 | val_loss: 0.0312076 | Time: 1739.51 ms [2021-03-09 12:58:54 main:574] : INFO : Epoch 1804 | loss: 0.0308826 | val_loss: 0.0312613 | Time: 1800.2 ms [2021-03-09 12:58:56 main:574] : INFO : Epoch 1805 | loss: 0.0308819 | val_loss: 0.0312422 | Time: 1766.52 ms [2021-03-09 12:58:57 main:574] : INFO : Epoch 1806 | loss: 0.0308767 | val_loss: 0.0312386 | Time: 1450.51 ms [2021-03-09 12:58:59 main:574] : INFO : Epoch 1807 | loss: 0.03089 | val_loss: 0.0312236 | Time: 1729.27 ms [2021-03-09 12:59:01 main:574] : INFO : Epoch 1808 | loss: 0.0308905 | val_loss: 0.0312233 | Time: 1789.13 ms [2021-03-09 12:59:03 main:574] : INFO : Epoch 1809 | loss: 0.0308794 | val_loss: 0.0312167 | Time: 1745.64 ms [2021-03-09 12:59:04 main:574] : INFO : Epoch 1810 | loss: 0.0308865 | val_loss: 0.0312337 | Time: 1807.72 ms [2021-03-09 12:59:06 main:574] : INFO : Epoch 1811 | loss: 0.0308939 | val_loss: 0.031223 | Time: 1730.24 ms [2021-03-09 12:59:07 main:574] : INFO : Epoch 1812 | loss: 0.030899 | val_loss: 0.031243 | Time: 1414.75 ms [2021-03-09 12:59:09 main:574] : INFO : Epoch 1813 | loss: 0.0308843 | val_loss: 0.0312349 | Time: 1755.9 ms [2021-03-09 12:59:11 main:574] : INFO : Epoch 1814 | loss: 0.0308725 | val_loss: 0.0312441 | Time: 1764.78 ms [2021-03-09 12:59:13 main:574] : INFO : Epoch 1815 | loss: 0.0308726 | val_loss: 0.0312738 | Time: 1784.63 ms [2021-03-09 12:59:15 main:574] : INFO : Epoch 1816 | loss: 0.0308663 | val_loss: 0.0312637 | Time: 1776.12 ms [2021-03-09 12:59:16 main:574] : INFO : Epoch 1817 | loss: 0.0308688 | val_loss: 0.0312255 | Time: 1632.59 ms [2021-03-09 12:59:18 main:574] : INFO : Epoch 1818 | loss: 0.0308732 | val_loss: 0.031252 | Time: 1481.78 ms [2021-03-09 12:59:20 main:574] : INFO : Epoch 1819 | loss: 0.0308741 | val_loss: 0.0312467 | Time: 1764.12 ms [2021-03-09 12:59:21 main:574] : INFO : Epoch 1820 | loss: 0.030883 | val_loss: 0.0311988 | Time: 1801.5 ms [2021-03-09 12:59:23 main:574] : INFO : Epoch 1821 | loss: 0.0308752 | val_loss: 0.0312375 | Time: 1780.85 ms [2021-03-09 12:59:25 main:574] : INFO : Epoch 1822 | loss: 0.0308608 | val_loss: 0.0312534 | Time: 1759.71 ms [2021-03-09 12:59:27 main:574] : INFO : Epoch 1823 | loss: 0.0308786 | val_loss: 0.0312353 | Time: 1599.66 ms [2021-03-09 12:59:28 main:574] : INFO : Epoch 1824 | loss: 0.0308909 | val_loss: 0.0312115 | Time: 1603.53 ms [2021-03-09 12:59:30 main:574] : INFO : Epoch 1825 | loss: 0.0308865 | val_loss: 0.0312346 | Time: 1766.81 ms [2021-03-09 12:59:32 main:574] : INFO : Epoch 1826 | loss: 0.0308875 | val_loss: 0.031232 | Time: 1789.96 ms [2021-03-09 12:59:34 main:574] : INFO : Epoch 1827 | loss: 0.0308774 | val_loss: 0.0312473 | Time: 1827.09 ms [2021-03-09 12:59:35 main:574] : INFO : Epoch 1828 | loss: 0.030863 | val_loss: 0.0312566 | Time: 1828.91 ms [2021-03-09 12:59:37 main:574] : INFO : Epoch 1829 | loss: 0.0308636 | val_loss: 0.0312404 | Time: 1520.1 ms [2021-03-09 12:59:39 main:574] : INFO : Epoch 1830 | loss: 0.0308761 | val_loss: 0.0312483 | Time: 1665.39 ms [2021-03-09 12:59:40 main:574] : INFO : Epoch 1831 | loss: 0.0308805 | val_loss: 0.0312077 | Time: 1837.91 ms [2021-03-09 12:59:42 main:574] : INFO : Epoch 1832 | loss: 0.0308733 | val_loss: 0.0312285 | Time: 1768.05 ms [2021-03-09 12:59:44 main:574] : INFO : Epoch 1833 | loss: 0.0308822 | val_loss: 0.0312536 | Time: 1805.58 ms [2021-03-09 12:59:46 main:574] : INFO : Epoch 1834 | loss: 0.0308827 | val_loss: 0.0312082 | Time: 1754.85 ms [2021-03-09 12:59:47 main:574] : INFO : Epoch 1835 | loss: 0.0308932 | val_loss: 0.0312226 | Time: 1457.76 ms [2021-03-09 12:59:49 main:574] : INFO : Epoch 1836 | loss: 0.0308806 | val_loss: 0.0312548 | Time: 1704.28 ms [2021-03-09 12:59:51 main:574] : INFO : Epoch 1837 | loss: 0.0308698 | val_loss: 0.0312787 | Time: 1799.09 ms [2021-03-09 12:59:53 main:574] : INFO : Epoch 1838 | loss: 0.0308935 | val_loss: 0.0312305 | Time: 1805.17 ms [2021-03-09 12:59:54 main:574] : INFO : Epoch 1839 | loss: 0.0308812 | val_loss: 0.0312287 | Time: 1794.57 ms [2021-03-09 12:59:56 main:574] : INFO : Epoch 1840 | loss: 0.0308807 | val_loss: 0.0312365 | Time: 1748.98 ms [2021-03-09 12:59:58 main:574] : INFO : Epoch 1841 | loss: 0.0308881 | val_loss: 0.031249 | Time: 1446.81 ms [2021-03-09 12:59:59 main:574] : INFO : Epoch 1842 | loss: 0.0308898 | val_loss: 0.0312273 | Time: 1716.29 ms [2021-03-09 13:00:01 main:574] : INFO : Epoch 1843 | loss: 0.0308848 | val_loss: 0.031214 | Time: 1840.9 ms [2021-03-09 13:00:03 main:574] : INFO : Epoch 1844 | loss: 0.0308897 | val_loss: 0.0312545 | Time: 1834.31 ms [2021-03-09 13:00:05 main:574] : INFO : Epoch 1845 | loss: 0.0308882 | val_loss: 0.031238 | Time: 1765.46 ms [2021-03-09 13:00:06 main:574] : INFO : Epoch 1846 | loss: 0.0308846 | val_loss: 0.0312249 | Time: 1652.14 ms [2021-03-09 13:00:08 main:574] : INFO : Epoch 1847 | loss: 0.0308735 | val_loss: 0.0312441 | Time: 1504.26 ms [2021-03-09 13:00:10 main:574] : INFO : Epoch 1848 | loss: 0.0308742 | val_loss: 0.0312392 | Time: 1714.64 ms [2021-03-09 13:00:12 main:574] : INFO : Epoch 1849 | loss: 0.0308902 | val_loss: 0.0312384 | Time: 1792.98 ms [2021-03-09 13:00:13 main:574] : INFO : Epoch 1850 | loss: 0.0308856 | val_loss: 0.0312184 | Time: 1744.52 ms [2021-03-09 13:00:15 main:574] : INFO : Epoch 1851 | loss: 0.0308828 | val_loss: 0.0312103 | Time: 1814.84 ms [2021-03-09 13:00:17 main:574] : INFO : Epoch 1852 | loss: 0.0308799 | val_loss: 0.0312544 | Time: 1551.57 ms [2021-03-09 13:00:18 main:574] : INFO : Epoch 1853 | loss: 0.0308714 | val_loss: 0.0312574 | Time: 1513.72 ms [2021-03-09 13:00:20 main:574] : INFO : Epoch 1854 | loss: 0.0308817 | val_loss: 0.0312403 | Time: 1758.6 ms [2021-03-09 13:00:22 main:574] : INFO : Epoch 1855 | loss: 0.0308724 | val_loss: 0.0312411 | Time: 1765.87 ms [2021-03-09 13:00:23 main:574] : INFO : Epoch 1856 | loss: 0.0308783 | val_loss: 0.0312354 | Time: 1742.48 ms [2021-03-09 13:00:25 main:574] : INFO : Epoch 1857 | loss: 0.030881 | val_loss: 0.0312432 | Time: 1751.94 ms [2021-03-09 13:00:27 main:574] : INFO : Epoch 1858 | loss: 0.0308786 | val_loss: 0.031245 | Time: 1583.32 ms [2021-03-09 13:00:28 main:574] : INFO : Epoch 1859 | loss: 0.030867 | val_loss: 0.0312474 | Time: 1625.56 ms [2021-03-09 13:00:30 main:574] : INFO : Epoch 1860 | loss: 0.0308754 | val_loss: 0.0312573 | Time: 1732.47 ms [2021-03-09 13:00:32 main:574] : INFO : Epoch 1861 | loss: 0.0308753 | val_loss: 0.031215 | Time: 1826.03 ms [2021-03-09 13:00:34 main:574] : INFO : Epoch 1862 | loss: 0.0308883 | val_loss: 0.0312483 | Time: 1783.87 ms [2021-03-09 13:00:36 main:574] : INFO : Epoch 1863 | loss: 0.0308858 | val_loss: 0.0312515 | Time: 1849.46 ms [2021-03-09 13:00:37 main:574] : INFO : Epoch 1864 | loss: 0.0308747 | val_loss: 0.031264 | Time: 1484.81 ms [2021-03-09 13:00:39 main:574] : INFO : Epoch 1865 | loss: 0.0308817 | val_loss: 0.031226 | Time: 1673.81 ms [2021-03-09 13:00:41 main:574] : INFO : Epoch 1866 | loss: 0.0308897 | val_loss: 0.0312418 | Time: 1793.25 ms [2021-03-09 13:00:42 main:574] : INFO : Epoch 1867 | loss: 0.030879 | val_loss: 0.0312447 | Time: 1735.35 ms [2021-03-09 13:00:44 main:574] : INFO : Epoch 1868 | loss: 0.0308822 | val_loss: 0.0312286 | Time: 1794.75 ms [2021-03-09 13:00:46 main:574] : INFO : Epoch 1869 | loss: 0.0308911 | val_loss: 0.0312125 | Time: 1774.83 ms [2021-03-09 13:00:47 main:574] : INFO : Epoch 1870 | loss: 0.0308871 | val_loss: 0.0312465 | Time: 1441.47 ms [2021-03-09 13:00:49 main:574] : INFO : Epoch 1871 | loss: 0.0308789 | val_loss: 0.0312198 | Time: 1747.11 ms [2021-03-09 13:00:51 main:574] : INFO : Epoch 1872 | loss: 0.0308788 | val_loss: 0.0312471 | Time: 1754.66 ms [2021-03-09 13:00:53 main:574] : INFO : Epoch 1873 | loss: 0.0308841 | val_loss: 0.0312443 | Time: 1757.9 ms [2021-03-09 13:00:55 main:574] : INFO : Epoch 1874 | loss: 0.0308809 | val_loss: 0.0312207 | Time: 1804.5 ms [2021-03-09 13:00:56 main:574] : INFO : Epoch 1875 | loss: 0.030875 | val_loss: 0.0312921 | Time: 1743.23 ms [2021-03-09 13:00:58 main:574] : INFO : Epoch 1876 | loss: 0.0308739 | val_loss: 0.0312312 | Time: 1399.18 ms [2021-03-09 13:01:00 main:574] : INFO : Epoch 1877 | loss: 0.0308744 | val_loss: 0.0312335 | Time: 1836.84 ms [2021-03-09 13:01:01 main:574] : INFO : Epoch 1878 | loss: 0.0308679 | val_loss: 0.031302 | Time: 1747.88 ms [2021-03-09 13:01:03 main:574] : INFO : Epoch 1879 | loss: 0.0308743 | val_loss: 0.0312059 | Time: 1804.96 ms [2021-03-09 13:01:05 main:574] : INFO : Epoch 1880 | loss: 0.0308772 | val_loss: 0.0312367 | Time: 1788.28 ms [2021-03-09 13:01:07 main:574] : INFO : Epoch 1881 | loss: 0.030878 | val_loss: 0.0312487 | Time: 1611.97 ms [2021-03-09 13:01:08 main:574] : INFO : Epoch 1882 | loss: 0.0308757 | val_loss: 0.0312327 | Time: 1444.51 ms [2021-03-09 13:01:10 main:574] : INFO : Epoch 1883 | loss: 0.0308733 | val_loss: 0.0312399 | Time: 1823.71 ms [2021-03-09 13:01:12 main:574] : INFO : Epoch 1884 | loss: 0.0308861 | val_loss: 0.031209 | Time: 1757.04 ms [2021-03-09 13:01:13 main:574] : INFO : Epoch 1885 | loss: 0.030892 | val_loss: 0.0312436 | Time: 1739.86 ms [2021-03-09 13:01:15 main:574] : INFO : Epoch 1886 | loss: 0.0308842 | val_loss: 0.0312181 | Time: 1714.81 ms [2021-03-09 13:01:17 main:574] : INFO : Epoch 1887 | loss: 0.0308795 | val_loss: 0.0312541 | Time: 1583.81 ms [2021-03-09 13:01:18 main:574] : INFO : Epoch 1888 | loss: 0.0308794 | val_loss: 0.0312483 | Time: 1531.59 ms [2021-03-09 13:01:20 main:574] : INFO : Epoch 1889 | loss: 0.030886 | val_loss: 0.0312152 | Time: 1795.68 ms [2021-03-09 13:01:22 main:574] : INFO : Epoch 1890 | loss: 0.0308818 | val_loss: 0.0312581 | Time: 1758.35 ms [2021-03-09 13:01:24 main:574] : INFO : Epoch 1891 | loss: 0.0308775 | val_loss: 0.0312572 | Time: 1792.47 ms [2021-03-09 13:01:25 main:574] : INFO : Epoch 1892 | loss: 0.0308753 | val_loss: 0.0312538 | Time: 1736.31 ms [2021-03-09 13:01:27 main:574] : INFO : Epoch 1893 | loss: 0.0308746 | val_loss: 0.03123 | Time: 1522.09 ms [2021-03-09 13:01:28 main:574] : INFO : Epoch 1894 | loss: 0.0308705 | val_loss: 0.0312457 | Time: 1550.08 ms [2021-03-09 13:01:30 main:574] : INFO : Epoch 1895 | loss: 0.0308739 | val_loss: 0.0312435 | Time: 1789.65 ms [2021-03-09 13:01:32 main:574] : INFO : Epoch 1896 | loss: 0.0308743 | val_loss: 0.0312372 | Time: 1804.7 ms [2021-03-09 13:01:34 main:574] : INFO : Epoch 1897 | loss: 0.0308681 | val_loss: 0.0312381 | Time: 1754.49 ms [2021-03-09 13:01:36 main:574] : INFO : Epoch 1898 | loss: 0.0308633 | val_loss: 0.0312702 | Time: 1741.78 ms [2021-03-09 13:01:37 main:574] : INFO : Epoch 1899 | loss: 0.0308687 | val_loss: 0.031266 | Time: 1505.55 ms [2021-03-09 13:01:39 main:574] : INFO : Epoch 1900 | loss: 0.0308748 | val_loss: 0.0312308 | Time: 1713.85 ms [2021-03-09 13:01:41 main:574] : INFO : Epoch 1901 | loss: 0.0308704 | val_loss: 0.0312398 | Time: 1730.76 ms [2021-03-09 13:01:42 main:574] : INFO : Epoch 1902 | loss: 0.0308782 | val_loss: 0.0312728 | Time: 1823.01 ms [2021-03-09 13:01:44 main:574] : INFO : Epoch 1903 | loss: 0.0308667 | val_loss: 0.0312582 | Time: 1731.94 ms [2021-03-09 13:01:46 main:574] : INFO : Epoch 1904 | loss: 0.0308706 | val_loss: 0.0312464 | Time: 1739.14 ms [2021-03-09 13:01:47 main:574] : INFO : Epoch 1905 | loss: 0.0308773 | val_loss: 0.0312723 | Time: 1480.93 ms [2021-03-09 13:01:49 main:574] : INFO : Epoch 1906 | loss: 0.0308882 | val_loss: 0.0312301 | Time: 1716.49 ms [2021-03-09 13:01:51 main:574] : INFO : Epoch 1907 | loss: 0.0308825 | val_loss: 0.031238 | Time: 1798.76 ms [2021-03-09 13:01:53 main:574] : INFO : Epoch 1908 | loss: 0.0308737 | val_loss: 0.0312515 | Time: 1837.06 ms [2021-03-09 13:01:55 main:574] : INFO : Epoch 1909 | loss: 0.030879 | val_loss: 0.0312381 | Time: 1802.81 ms [2021-03-09 13:01:56 main:574] : INFO : Epoch 1910 | loss: 0.0308808 | val_loss: 0.0312179 | Time: 1764.95 ms [2021-03-09 13:01:58 main:574] : INFO : Epoch 1911 | loss: 0.0308933 | val_loss: 0.0312509 | Time: 1426.33 ms [2021-03-09 13:02:00 main:574] : INFO : Epoch 1912 | loss: 0.0308838 | val_loss: 0.0312214 | Time: 1785.45 ms [2021-03-09 13:02:01 main:574] : INFO : Epoch 1913 | loss: 0.0308801 | val_loss: 0.0312576 | Time: 1774.84 ms [2021-03-09 13:02:03 main:574] : INFO : Epoch 1914 | loss: 0.0308835 | val_loss: 0.0312222 | Time: 1776.26 ms [2021-03-09 13:02:05 main:574] : INFO : Epoch 1915 | loss: 0.030879 | val_loss: 0.0312394 | Time: 1773.17 ms [2021-03-09 13:02:07 main:574] : INFO : Epoch 1916 | loss: 0.0308801 | val_loss: 0.0312742 | Time: 1658.16 ms [2021-03-09 13:02:08 main:574] : INFO : Epoch 1917 | loss: 0.0308774 | val_loss: 0.0312318 | Time: 1444.34 ms [2021-03-09 13:02:10 main:574] : INFO : Epoch 1918 | loss: 0.0308685 | val_loss: 0.0312372 | Time: 1795.08 ms [2021-03-09 13:02:12 main:574] : INFO : Epoch 1919 | loss: 0.0308686 | val_loss: 0.0312523 | Time: 1810.84 ms [2021-03-09 13:02:13 main:574] : INFO : Epoch 1920 | loss: 0.0308756 | val_loss: 0.0312258 | Time: 1798.95 ms [2021-03-09 13:02:15 main:574] : INFO : Epoch 1921 | loss: 0.0308761 | val_loss: 0.0312531 | Time: 1820.21 ms [2021-03-09 13:02:17 main:574] : INFO : Epoch 1922 | loss: 0.030868 | val_loss: 0.0312536 | Time: 1631.91 ms [2021-03-09 13:02:18 main:574] : INFO : Epoch 1923 | loss: 0.0308662 | val_loss: 0.0312524 | Time: 1535.33 ms [2021-03-09 13:02:20 main:574] : INFO : Epoch 1924 | loss: 0.0308773 | val_loss: 0.0312124 | Time: 1846.65 ms [2021-03-09 13:02:22 main:574] : INFO : Epoch 1925 | loss: 0.0308822 | val_loss: 0.0312629 | Time: 1757.43 ms [2021-03-09 13:02:24 main:574] : INFO : Epoch 1926 | loss: 0.0308823 | val_loss: 0.0312216 | Time: 1734.21 ms [2021-03-09 13:02:26 main:574] : INFO : Epoch 1927 | loss: 0.0308951 | val_loss: 0.0312473 | Time: 1818.43 ms [2021-03-09 13:02:27 main:574] : INFO : Epoch 1928 | loss: 0.0308805 | val_loss: 0.0312443 | Time: 1535.18 ms [2021-03-09 13:02:29 main:574] : INFO : Epoch 1929 | loss: 0.0308742 | val_loss: 0.0312392 | Time: 1602.41 ms [2021-03-09 13:02:31 main:574] : INFO : Epoch 1930 | loss: 0.0308593 | val_loss: 0.0312588 | Time: 1760.67 ms [2021-03-09 13:02:32 main:574] : INFO : Epoch 1931 | loss: 0.0308691 | val_loss: 0.0312248 | Time: 1746.39 ms [2021-03-09 13:02:34 main:574] : INFO : Epoch 1932 | loss: 0.0308717 | val_loss: 0.0312608 | Time: 1755.91 ms [2021-03-09 13:02:36 main:574] : INFO : Epoch 1933 | loss: 0.03087 | val_loss: 0.0312444 | Time: 1697.32 ms [2021-03-09 13:02:37 main:574] : INFO : Epoch 1934 | loss: 0.0308738 | val_loss: 0.0312467 | Time: 1458.75 ms [2021-03-09 13:02:39 main:574] : INFO : Epoch 1935 | loss: 0.0308833 | val_loss: 0.0312593 | Time: 1651.21 ms [2021-03-09 13:02:41 main:574] : INFO : Epoch 1936 | loss: 0.0308861 | val_loss: 0.031226 | Time: 1828.55 ms [2021-03-09 13:02:43 main:574] : INFO : Epoch 1937 | loss: 0.0308731 | val_loss: 0.031236 | Time: 1828.28 ms [2021-03-09 13:02:44 main:574] : INFO : Epoch 1938 | loss: 0.0308724 | val_loss: 0.0312566 | Time: 1766.5 ms [2021-03-09 13:02:46 main:574] : INFO : Epoch 1939 | loss: 0.0308868 | val_loss: 0.0312302 | Time: 1742.37 ms [2021-03-09 13:02:48 main:574] : INFO : Epoch 1940 | loss: 0.0308846 | val_loss: 0.0312235 | Time: 1438.96 ms [2021-03-09 13:02:49 main:574] : INFO : Epoch 1941 | loss: 0.030877 | val_loss: 0.0312574 | Time: 1760.94 ms [2021-03-09 13:02:51 main:574] : INFO : Epoch 1942 | loss: 0.0308665 | val_loss: 0.0312588 | Time: 1752.54 ms [2021-03-09 13:02:53 main:574] : INFO : Epoch 1943 | loss: 0.03087 | val_loss: 0.0312284 | Time: 1773.73 ms [2021-03-09 13:02:55 main:574] : INFO : Epoch 1944 | loss: 0.030876 | val_loss: 0.0312339 | Time: 1731.04 ms [2021-03-09 13:02:56 main:574] : INFO : Epoch 1945 | loss: 0.0308746 | val_loss: 0.0312234 | Time: 1827.13 ms [2021-03-09 13:02:58 main:574] : INFO : Epoch 1946 | loss: 0.0308791 | val_loss: 0.0312564 | Time: 1663.91 ms [2021-03-09 13:03:00 main:574] : INFO : Epoch 1947 | loss: 0.0308778 | val_loss: 0.0312335 | Time: 1764.08 ms [2021-03-09 13:03:02 main:574] : INFO : Epoch 1948 | loss: 0.03087 | val_loss: 0.0312371 | Time: 1805.38 ms [2021-03-09 13:03:03 main:574] : INFO : Epoch 1949 | loss: 0.0308709 | val_loss: 0.0312433 | Time: 1754.88 ms [2021-03-09 13:03:05 main:574] : INFO : Epoch 1950 | loss: 0.0308712 | val_loss: 0.0312347 | Time: 1762.86 ms [2021-03-09 13:03:07 main:574] : INFO : Epoch 1951 | loss: 0.030881 | val_loss: 0.0312642 | Time: 1627.43 ms [2021-03-09 13:03:08 main:574] : INFO : Epoch 1952 | loss: 0.0308814 | val_loss: 0.0312488 | Time: 1514.18 ms [2021-03-09 13:03:10 main:574] : INFO : Epoch 1953 | loss: 0.030892 | val_loss: 0.0312282 | Time: 1769.4 ms [2021-03-09 13:03:12 main:574] : INFO : Epoch 1954 | loss: 0.0308792 | val_loss: 0.0312446 | Time: 1735.55 ms [2021-03-09 13:03:14 main:574] : INFO : Epoch 1955 | loss: 0.030876 | val_loss: 0.0312293 | Time: 1793.49 ms [2021-03-09 13:03:16 main:574] : INFO : Epoch 1956 | loss: 0.0308787 | val_loss: 0.0312343 | Time: 1789.29 ms [2021-03-09 13:03:17 main:574] : INFO : Epoch 1957 | loss: 0.0308747 | val_loss: 0.0312278 | Time: 1578.83 ms [2021-03-09 13:03:19 main:574] : INFO : Epoch 1958 | loss: 0.0308732 | val_loss: 0.0312495 | Time: 1614.38 ms [2021-03-09 13:03:21 main:574] : INFO : Epoch 1959 | loss: 0.0308837 | val_loss: 0.0312182 | Time: 1790.62 ms [2021-03-09 13:03:22 main:574] : INFO : Epoch 1960 | loss: 0.0308918 | val_loss: 0.0312521 | Time: 1674.32 ms [2021-03-09 13:03:24 main:574] : INFO : Epoch 1961 | loss: 0.03088 | val_loss: 0.0312358 | Time: 1766.04 ms [2021-03-09 13:03:26 main:574] : INFO : Epoch 1962 | loss: 0.0308707 | val_loss: 0.0312478 | Time: 1740.99 ms [2021-03-09 13:03:27 main:574] : INFO : Epoch 1963 | loss: 0.0308754 | val_loss: 0.0312426 | Time: 1549.49 ms [2021-03-09 13:03:29 main:574] : INFO : Epoch 1964 | loss: 0.0308692 | val_loss: 0.0312403 | Time: 1586.53 ms [2021-03-09 13:03:31 main:574] : INFO : Epoch 1965 | loss: 0.0308796 | val_loss: 0.0312683 | Time: 1780.7 ms [2021-03-09 13:03:33 main:574] : INFO : Epoch 1966 | loss: 0.0308778 | val_loss: 0.0312088 | Time: 1787.52 ms [2021-03-09 13:03:34 main:574] : INFO : Epoch 1967 | loss: 0.0308803 | val_loss: 0.0312533 | Time: 1775.56 ms [2021-03-09 13:03:36 main:574] : INFO : Epoch 1968 | loss: 0.0308789 | val_loss: 0.0312462 | Time: 1722.06 ms [2021-03-09 13:03:38 main:574] : INFO : Epoch 1969 | loss: 0.0308887 | val_loss: 0.0312198 | Time: 1454.47 ms [2021-03-09 13:03:39 main:574] : INFO : Epoch 1970 | loss: 0.0308869 | val_loss: 0.0312822 | Time: 1667.41 ms [2021-03-09 13:03:41 main:574] : INFO : Epoch 1971 | loss: 0.0308882 | val_loss: 0.0312633 | Time: 1812.66 ms [2021-03-09 13:03:43 main:574] : INFO : Epoch 1972 | loss: 0.0308884 | val_loss: 0.0312013 | Time: 1838.78 ms [2021-03-09 13:03:45 main:574] : INFO : Epoch 1973 | loss: 0.0308766 | val_loss: 0.0312486 | Time: 1797.28 ms [2021-03-09 13:03:47 main:574] : INFO : Epoch 1974 | loss: 0.0308698 | val_loss: 0.0312323 | Time: 1865.5 ms [2021-03-09 13:03:48 main:574] : INFO : Epoch 1975 | loss: 0.0308699 | val_loss: 0.031255 | Time: 1389.35 ms [2021-03-09 13:03:50 main:574] : INFO : Epoch 1976 | loss: 0.0308754 | val_loss: 0.0312369 | Time: 1798.83 ms [2021-03-09 13:03:52 main:574] : INFO : Epoch 1977 | loss: 0.0308833 | val_loss: 0.0312279 | Time: 1765.75 ms [2021-03-09 13:03:53 main:574] : INFO : Epoch 1978 | loss: 0.0308818 | val_loss: 0.0312475 | Time: 1745.48 ms [2021-03-09 13:03:55 main:574] : INFO : Epoch 1979 | loss: 0.0308718 | val_loss: 0.0312181 | Time: 1708.13 ms [2021-03-09 13:03:57 main:574] : INFO : Epoch 1980 | loss: 0.0308775 | val_loss: 0.0312419 | Time: 1691.9 ms [2021-03-09 13:03:58 main:574] : INFO : Epoch 1981 | loss: 0.030874 | val_loss: 0.0312418 | Time: 1562.57 ms [2021-03-09 13:04:00 main:574] : INFO : Epoch 1982 | loss: 0.0308704 | val_loss: 0.0312536 | Time: 1860.05 ms [2021-03-09 13:04:02 main:574] : INFO : Epoch 1983 | loss: 0.0308687 | val_loss: 0.031285 | Time: 1807.3 ms [2021-03-09 13:04:04 main:574] : INFO : Epoch 1984 | loss: 0.0308793 | val_loss: 0.031229 | Time: 1775.62 ms [2021-03-09 13:04:06 main:574] : INFO : Epoch 1985 | loss: 0.0308962 | val_loss: 0.0312441 | Time: 1786.25 ms [2021-03-09 13:04:07 main:574] : INFO : Epoch 1986 | loss: 0.0308956 | val_loss: 0.0312317 | Time: 1608.07 ms [2021-03-09 13:04:09 main:574] : INFO : Epoch 1987 | loss: 0.0308937 | val_loss: 0.0312495 | Time: 1552.18 ms [2021-03-09 13:04:11 main:574] : INFO : Epoch 1988 | loss: 0.0308737 | val_loss: 0.0312262 | Time: 1826.23 ms [2021-03-09 13:04:12 main:574] : INFO : Epoch 1989 | loss: 0.0308708 | val_loss: 0.0312544 | Time: 1830.14 ms [2021-03-09 13:04:14 main:574] : INFO : Epoch 1990 | loss: 0.030874 | val_loss: 0.0312117 | Time: 1840.07 ms [2021-03-09 13:04:16 main:574] : INFO : Epoch 1991 | loss: 0.0308681 | val_loss: 0.0312619 | Time: 1732.26 ms [2021-03-09 13:04:18 main:574] : INFO : Epoch 1992 | loss: 0.0308753 | val_loss: 0.0312559 | Time: 1504.08 ms [2021-03-09 13:04:19 main:574] : INFO : Epoch 1993 | loss: 0.0308899 | val_loss: 0.0311832 | Time: 1586.17 ms [2021-03-09 13:04:21 main:574] : INFO : Epoch 1994 | loss: 0.030885 | val_loss: 0.0312617 | Time: 1759.27 ms [2021-03-09 13:04:23 main:574] : INFO : Epoch 1995 | loss: 0.0308711 | val_loss: 0.0312281 | Time: 1725.43 ms [2021-03-09 13:04:24 main:574] : INFO : Epoch 1996 | loss: 0.0308672 | val_loss: 0.031256 | Time: 1761.08 ms [2021-03-09 13:04:26 main:574] : INFO : Epoch 1997 | loss: 0.0308748 | val_loss: 0.0312312 | Time: 1741.14 ms [2021-03-09 13:04:28 main:574] : INFO : Epoch 1998 | loss: 0.0308809 | val_loss: 0.0312259 | Time: 1500.93 ms [2021-03-09 13:04:29 main:574] : INFO : Epoch 1999 | loss: 0.0308748 | val_loss: 0.0312644 | Time: 1768.76 ms [2021-03-09 13:04:31 main:574] : INFO : Epoch 2000 | loss: 0.0308863 | val_loss: 0.0312211 | Time: 1797.24 ms [2021-03-09 13:04:33 main:574] : INFO : Epoch 2001 | loss: 0.030896 | val_loss: 0.0312139 | Time: 1837.83 ms [2021-03-09 13:04:35 main:574] : INFO : Epoch 2002 | loss: 0.0308759 | val_loss: 0.031251 | Time: 1768.26 ms [2021-03-09 13:04:37 main:574] : INFO : Epoch 2003 | loss: 0.0308728 | val_loss: 0.0312535 | Time: 1769.61 ms [2021-03-09 13:04:38 main:574] : INFO : Epoch 2004 | loss: 0.0308729 | val_loss: 0.0312242 | Time: 1415.56 ms [2021-03-09 13:04:40 main:574] : INFO : Epoch 2005 | loss: 0.0308627 | val_loss: 0.0312768 | Time: 1755.38 ms [2021-03-09 13:04:42 main:574] : INFO : Epoch 2006 | loss: 0.0308797 | val_loss: 0.0312089 | Time: 1766.34 ms [2021-03-09 13:04:43 main:574] : INFO : Epoch 2007 | loss: 0.0308814 | val_loss: 0.0312412 | Time: 1721.33 ms [2021-03-09 13:04:45 main:574] : INFO : Epoch 2008 | loss: 0.030885 | val_loss: 0.0312216 | Time: 1775.91 ms [2021-03-09 13:04:47 main:574] : INFO : Epoch 2009 | loss: 0.0308753 | val_loss: 0.03124 | Time: 1765.29 ms [2021-03-09 13:04:48 main:574] : INFO : Epoch 2010 | loss: 0.0308768 | val_loss: 0.0312505 | Time: 1449.2 ms [2021-03-09 13:04:50 main:574] : INFO : Epoch 2011 | loss: 0.0308816 | val_loss: 0.0312196 | Time: 1744.9 ms [2021-03-09 13:04:52 main:574] : INFO : Epoch 2012 | loss: 0.0308959 | val_loss: 0.0312225 | Time: 1773.22 ms [2021-03-09 13:04:54 main:574] : INFO : Epoch 2013 | loss: 0.0308826 | val_loss: 0.0312409 | Time: 1729.97 ms [2021-03-09 13:04:55 main:574] : INFO : Epoch 2014 | loss: 0.030876 | val_loss: 0.0312397 | Time: 1751.21 ms [2021-03-09 13:04:57 main:574] : INFO : Epoch 2015 | loss: 0.030867 | val_loss: 0.0312447 | Time: 1681.13 ms [2021-03-09 13:04:59 main:574] : INFO : Epoch 2016 | loss: 0.0308642 | val_loss: 0.0312544 | Time: 1518.95 ms [2021-03-09 13:05:00 main:574] : INFO : Epoch 2017 | loss: 0.0308685 | val_loss: 0.0312589 | Time: 1869.83 ms [2021-03-09 13:05:02 main:574] : INFO : Epoch 2018 | loss: 0.0308715 | val_loss: 0.0312389 | Time: 1819.85 ms [2021-03-09 13:05:04 main:574] : INFO : Epoch 2019 | loss: 0.0308759 | val_loss: 0.0312756 | Time: 1757.86 ms [2021-03-09 13:05:06 main:574] : INFO : Epoch 2020 | loss: 0.0308711 | val_loss: 0.0312254 | Time: 1820.57 ms [2021-03-09 13:05:08 main:574] : INFO : Epoch 2021 | loss: 0.0308829 | val_loss: 0.0312715 | Time: 1637.43 ms [2021-03-09 13:05:09 main:574] : INFO : Epoch 2022 | loss: 0.0308769 | val_loss: 0.0312681 | Time: 1737.78 ms [2021-03-09 13:05:11 main:574] : INFO : Epoch 2023 | loss: 0.0308796 | val_loss: 0.031235 | Time: 1837.59 ms [2021-03-09 13:05:13 main:574] : INFO : Epoch 2024 | loss: 0.0308813 | val_loss: 0.0312378 | Time: 1821.06 ms [2021-03-09 13:05:15 main:574] : INFO : Epoch 2025 | loss: 0.0308826 | val_loss: 0.0312302 | Time: 1885.64 ms [2021-03-09 13:05:17 main:574] : INFO : Epoch 2026 | loss: 0.0308775 | val_loss: 0.0312199 | Time: 1843.37 ms [2021-03-09 13:05:18 main:574] : INFO : Epoch 2027 | loss: 0.0308774 | val_loss: 0.0312554 | Time: 1447.7 ms [2021-03-09 13:05:20 main:574] : INFO : Epoch 2028 | loss: 0.0308775 | val_loss: 0.0312194 | Time: 1811.03 ms [2021-03-09 13:05:22 main:574] : INFO : Epoch 2029 | loss: 0.0308763 | val_loss: 0.0312826 | Time: 1789.33 ms [2021-03-09 13:05:24 main:574] : INFO : Epoch 2030 | loss: 0.0308702 | val_loss: 0.0312524 | Time: 1718.38 ms [2021-03-09 13:05:25 main:574] : INFO : Epoch 2031 | loss: 0.0308697 | val_loss: 0.031232 | Time: 1781.62 ms [2021-03-09 13:05:27 main:574] : INFO : Epoch 2032 | loss: 0.0308911 | val_loss: 0.031222 | Time: 1658.74 ms [2021-03-09 13:05:29 main:574] : INFO : Epoch 2033 | loss: 0.0308727 | val_loss: 0.031233 | Time: 1497.87 ms [2021-03-09 13:05:30 main:574] : INFO : Epoch 2034 | loss: 0.0308715 | val_loss: 0.0312626 | Time: 1850.99 ms [2021-03-09 13:05:32 main:574] : INFO : Epoch 2035 | loss: 0.0308641 | val_loss: 0.031248 | Time: 1724.93 ms [2021-03-09 13:05:34 main:574] : INFO : Epoch 2036 | loss: 0.0308752 | val_loss: 0.0312383 | Time: 1831.82 ms [2021-03-09 13:05:36 main:574] : INFO : Epoch 2037 | loss: 0.0308743 | val_loss: 0.0312441 | Time: 1792.43 ms [2021-03-09 13:05:37 main:574] : INFO : Epoch 2038 | loss: 0.0308758 | val_loss: 0.0312171 | Time: 1606.17 ms [2021-03-09 13:05:39 main:574] : INFO : Epoch 2039 | loss: 0.0308763 | val_loss: 0.0312243 | Time: 1599.71 ms [2021-03-09 13:05:41 main:574] : INFO : Epoch 2040 | loss: 0.0308789 | val_loss: 0.0312098 | Time: 1767.68 ms [2021-03-09 13:05:43 main:574] : INFO : Epoch 2041 | loss: 0.0308916 | val_loss: 0.0312632 | Time: 1830.33 ms [2021-03-09 13:05:44 main:574] : INFO : Epoch 2042 | loss: 0.030988 | val_loss: 0.0312878 | Time: 1795.69 ms [2021-03-09 13:05:46 main:574] : INFO : Epoch 2043 | loss: 0.03096 | val_loss: 0.0312876 | Time: 1789.1 ms [2021-03-09 13:05:48 main:574] : INFO : Epoch 2044 | loss: 0.0308938 | val_loss: 0.0312577 | Time: 1491.78 ms [2021-03-09 13:05:49 main:574] : INFO : Epoch 2045 | loss: 0.0308813 | val_loss: 0.0312326 | Time: 1719.49 ms [2021-03-09 13:05:51 main:574] : INFO : Epoch 2046 | loss: 0.0308843 | val_loss: 0.0312541 | Time: 1788.11 ms [2021-03-09 13:05:53 main:574] : INFO : Epoch 2047 | loss: 0.0308795 | val_loss: 0.0312333 | Time: 1755.44 ms [2021-03-09 13:05:55 main:574] : INFO : Epoch 2048 | loss: 0.0308813 | val_loss: 0.0312333 | Time: 1796.43 ms [2021-03-09 13:05:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312333 [2021-03-09 13:05:55 main:603] : INFO : Saving end state to config to file [2021-03-09 13:05:55 main:608] : INFO : Success, exiting.. 13:05:55 (25200): 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)