Task 4183264
| Name | ParityMachine-1613189540-14552-1_0 |
| Workunit | 2281900 |
| Created | 25 Feb 2021, 23:48:15 UTC |
| Sent | 9 Mar 2021, 2:05:32 UTC |
| Report deadline | 16 Mar 2021, 2:05:32 UTC |
| Received | 9 Mar 2021, 3:12:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 58 sec |
| CPU time | 59 min 11 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 | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0310756 | val_loss: 0.0311231 | Time: 1639.2 ms [2021-03-09 03:50:28 main:574] : INFO : Epoch 1543 | loss: 0.0310732 | val_loss: 0.0311244 | Time: 1819.2 ms [2021-03-09 03:50:30 main:574] : INFO : Epoch 1544 | loss: 0.0310765 | val_loss: 0.0311305 | Time: 1908.12 ms [2021-03-09 03:50:31 main:574] : INFO : Epoch 1545 | loss: 0.0310754 | val_loss: 0.0311331 | Time: 1769.19 ms [2021-03-09 03:50:33 main:574] : INFO : Epoch 1546 | loss: 0.0310763 | val_loss: 0.0311328 | Time: 1790.64 ms [2021-03-09 03:50:35 main:574] : INFO : Epoch 1547 | loss: 0.0310719 | val_loss: 0.0311277 | Time: 1457.83 ms [2021-03-09 03:50:36 main:574] : INFO : Epoch 1548 | loss: 0.0310697 | val_loss: 0.0311306 | Time: 1771.33 ms [2021-03-09 03:50:38 main:574] : INFO : Epoch 1549 | loss: 0.0310711 | val_loss: 0.0311276 | Time: 1837.03 ms [2021-03-09 03:50:40 main:574] : INFO : Epoch 1550 | loss: 0.0310722 | val_loss: 0.0311298 | Time: 1863.53 ms [2021-03-09 03:50:42 main:574] : INFO : Epoch 1551 | loss: 0.0310741 | val_loss: 0.0311261 | Time: 1822.21 ms [2021-03-09 03:50:44 main:574] : INFO : Epoch 1552 | loss: 0.0310731 | val_loss: 0.0311292 | Time: 1750.85 ms [2021-03-09 03:50:45 main:574] : INFO : Epoch 1553 | loss: 0.0310727 | val_loss: 0.0311288 | Time: 1448.3 ms [2021-03-09 03:50:47 main:574] : INFO : Epoch 1554 | loss: 0.0310853 | val_loss: 0.0311273 | Time: 1779.47 ms [2021-03-09 03:50:49 main:574] : INFO : Epoch 1555 | loss: 0.0310816 | val_loss: 0.0311233 | Time: 1771.16 ms [2021-03-09 03:50:50 main:574] : INFO : Epoch 1556 | loss: 0.031086 | val_loss: 0.0311384 | Time: 1746.45 ms [2021-03-09 03:50:52 main:574] : INFO : Epoch 1557 | loss: 0.0311076 | val_loss: 0.0311301 | Time: 1834.37 ms [2021-03-09 03:50:54 main:574] : INFO : Epoch 1558 | loss: 0.0310973 | val_loss: 0.0311205 | Time: 1676.45 ms [2021-03-09 03:50:56 main:574] : INFO : Epoch 1559 | loss: 0.0310906 | val_loss: 0.0311218 | Time: 1549.78 ms [2021-03-09 03:50:57 main:574] : INFO : Epoch 1560 | loss: 0.031085 | val_loss: 0.0311216 | Time: 1856.77 ms [2021-03-09 03:50:59 main:574] : INFO : Epoch 1561 | loss: 0.0310801 | val_loss: 0.0311267 | Time: 1788.51 ms [2021-03-09 03:51:01 main:574] : INFO : Epoch 1562 | loss: 0.0310811 | val_loss: 0.0311243 | Time: 1752.28 ms [2021-03-09 03:51:03 main:574] : INFO : Epoch 1563 | loss: 0.0310767 | val_loss: 0.031126 | Time: 1863.33 ms [2021-03-09 03:51:04 main:574] : INFO : Epoch 1564 | loss: 0.0310742 | val_loss: 0.0311229 | Time: 1610.73 ms [2021-03-09 03:51:06 main:574] : INFO : Epoch 1565 | loss: 0.0310744 | val_loss: 0.0311299 | Time: 1855.65 ms [2021-03-09 03:51:08 main:574] : INFO : Epoch 1566 | loss: 0.0310896 | val_loss: 0.0311213 | Time: 1739.59 ms [2021-03-09 03:51:10 main:574] : INFO : Epoch 1567 | loss: 0.0310846 | val_loss: 0.0311206 | Time: 1807.07 ms [2021-03-09 03:51:12 main:574] : INFO : Epoch 1568 | loss: 0.031084 | val_loss: 0.0311263 | Time: 1810.29 ms [2021-03-09 03:51:14 main:574] : INFO : Epoch 1569 | loss: 0.03108 | val_loss: 0.0311253 | Time: 1801.5 ms [2021-03-09 03:51:15 main:574] : INFO : Epoch 1570 | loss: 0.0310764 | val_loss: 0.0311281 | Time: 1416.64 ms [2021-03-09 03:51:17 main:574] : INFO : Epoch 1571 | loss: 0.0310783 | val_loss: 0.0311257 | Time: 1786.8 ms [2021-03-09 03:51:19 main:574] : INFO : Epoch 1572 | loss: 0.0310789 | val_loss: 0.0311282 | Time: 1802.46 ms [2021-03-09 03:51:20 main:574] : INFO : Epoch 1573 | loss: 0.0310793 | val_loss: 0.0311298 | Time: 1752.72 ms [2021-03-09 03:51:22 main:574] : INFO : Epoch 1574 | loss: 0.0310752 | val_loss: 0.0311319 | Time: 1828.58 ms [2021-03-09 03:51:24 main:574] : INFO : Epoch 1575 | loss: 0.031075 | val_loss: 0.0311277 | Time: 1697.42 ms [2021-03-09 03:51:25 main:574] : INFO : Epoch 1576 | loss: 0.0310758 | val_loss: 0.0311355 | Time: 1502.51 ms [2021-03-09 03:51:27 main:574] : INFO : Epoch 1577 | loss: 0.0310786 | val_loss: 0.0311273 | Time: 1840.35 ms [2021-03-09 03:51:29 main:574] : INFO : Epoch 1578 | loss: 0.0310765 | val_loss: 0.0311277 | Time: 1775.4 ms [2021-03-09 03:51:31 main:574] : INFO : Epoch 1579 | loss: 0.0310747 | val_loss: 0.0311209 | Time: 1765.65 ms [2021-03-09 03:51:33 main:574] : INFO : Epoch 1580 | loss: 0.0310739 | val_loss: 0.031129 | Time: 1865.29 ms [2021-03-09 03:51:34 main:574] : INFO : Epoch 1581 | loss: 0.031074 | val_loss: 0.0311191 | Time: 1599.67 ms [2021-03-09 03:51:36 main:574] : INFO : Epoch 1582 | loss: 0.0310782 | val_loss: 0.0311241 | Time: 1668.14 ms [2021-03-09 03:51:38 main:574] : INFO : Epoch 1583 | loss: 0.0310814 | val_loss: 0.0311214 | Time: 1726.21 ms [2021-03-09 03:51:40 main:574] : INFO : Epoch 1584 | loss: 0.0310773 | val_loss: 0.0311209 | Time: 1856.12 ms [2021-03-09 03:51:41 main:574] : INFO : Epoch 1585 | loss: 0.0310761 | val_loss: 0.0311273 | Time: 1823.51 ms [2021-03-09 03:51:43 main:574] : INFO : Epoch 1586 | loss: 0.0310801 | val_loss: 0.0311251 | Time: 1791.81 ms [2021-03-09 03:51:45 main:574] : INFO : Epoch 1587 | loss: 0.0310801 | val_loss: 0.0311225 | Time: 1494.68 ms [2021-03-09 03:51:46 main:574] : INFO : Epoch 1588 | loss: 0.0310797 | val_loss: 0.0311272 | Time: 1751.7 ms [2021-03-09 03:51:48 main:574] : INFO : Epoch 1589 | loss: 0.0311337 | val_loss: 0.0311632 | Time: 1810.77 ms [2021-03-09 03:51:50 main:574] : INFO : Epoch 1590 | loss: 0.0311838 | val_loss: 0.0311991 | Time: 1791.35 ms [2021-03-09 03:51:52 main:574] : INFO : Epoch 1591 | loss: 0.0311991 | val_loss: 0.0311938 | Time: 1765.23 ms [2021-03-09 03:51:54 main:574] : INFO : Epoch 1592 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 1769.74 ms [2021-03-09 03:51:55 main:574] : INFO : Epoch 1593 | loss: 0.031187 | val_loss: 0.031186 | Time: 1403.49 ms [2021-03-09 03:51:57 main:574] : INFO : Epoch 1594 | loss: 0.0311844 | val_loss: 0.0311835 | Time: 1820.4 ms [2021-03-09 03:51:59 main:574] : INFO : Epoch 1595 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 1796.32 ms [2021-03-09 03:52:01 main:574] : INFO : Epoch 1596 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 1874.68 ms [2021-03-09 03:52:02 main:574] : INFO : Epoch 1597 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1777.75 ms [2021-03-09 03:52:04 main:574] : INFO : Epoch 1598 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 1667.59 ms [2021-03-09 03:52:06 main:574] : INFO : Epoch 1599 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1645.66 ms [2021-03-09 03:52:07 main:574] : INFO : Epoch 1600 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 1846.96 ms [2021-03-09 03:52:09 main:574] : INFO : Epoch 1601 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 1806.64 ms [2021-03-09 03:52:11 main:574] : INFO : Epoch 1602 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 1776.13 ms [2021-03-09 03:52:13 main:574] : INFO : Epoch 1603 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 1842.4 ms [2021-03-09 03:52:15 main:574] : INFO : Epoch 1604 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 1566.29 ms [2021-03-09 03:52:16 main:574] : INFO : Epoch 1605 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1691.71 ms [2021-03-09 03:52:18 main:574] : INFO : Epoch 1606 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1862.78 ms [2021-03-09 03:52:20 main:574] : INFO : Epoch 1607 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 1827.63 ms [2021-03-09 03:52:22 main:574] : INFO : Epoch 1608 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 1797.47 ms [2021-03-09 03:52:24 main:574] : INFO : Epoch 1609 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 1751.63 ms [2021-03-09 03:52:25 main:574] : INFO : Epoch 1610 | loss: 0.031165 | val_loss: 0.0311746 | Time: 1464.63 ms [2021-03-09 03:52:27 main:574] : INFO : Epoch 1611 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 1813.16 ms [2021-03-09 03:52:29 main:574] : INFO : Epoch 1612 | loss: 0.0311632 | val_loss: 0.0311752 | Time: 1782.04 ms [2021-03-09 03:52:30 main:574] : INFO : Epoch 1613 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 1787.94 ms [2021-03-09 03:52:32 main:574] : INFO : Epoch 1614 | loss: 0.031162 | val_loss: 0.0311739 | Time: 1804.63 ms [2021-03-09 03:52:34 main:574] : INFO : Epoch 1615 | loss: 0.031162 | val_loss: 0.0311743 | Time: 1763.74 ms [2021-03-09 03:52:35 main:574] : INFO : Epoch 1616 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 1485.67 ms [2021-03-09 03:52:37 main:574] : INFO : Epoch 1617 | loss: 0.0311608 | val_loss: 0.031174 | Time: 1736.02 ms [2021-03-09 03:52:39 main:574] : INFO : Epoch 1618 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 1830.54 ms [2021-03-09 03:52:41 main:574] : INFO : Epoch 1619 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 1752.5 ms [2021-03-09 03:52:43 main:574] : INFO : Epoch 1620 | loss: 0.0311595 | val_loss: 0.0311749 | Time: 1782.38 ms [2021-03-09 03:52:44 main:574] : INFO : Epoch 1621 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1580.21 ms [2021-03-09 03:52:46 main:574] : INFO : Epoch 1622 | loss: 0.0311579 | val_loss: 0.0311733 | Time: 1546.55 ms [2021-03-09 03:52:48 main:574] : INFO : Epoch 1623 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 1823.24 ms [2021-03-09 03:52:49 main:574] : INFO : Epoch 1624 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 1752.86 ms [2021-03-09 03:52:51 main:574] : INFO : Epoch 1625 | loss: 0.0311568 | val_loss: 0.0311735 | Time: 1799.91 ms [2021-03-09 03:52:53 main:574] : INFO : Epoch 1626 | loss: 0.0311554 | val_loss: 0.0311728 | Time: 1827.76 ms [2021-03-09 03:52:55 main:574] : INFO : Epoch 1627 | loss: 0.031156 | val_loss: 0.0311737 | Time: 1551.22 ms [2021-03-09 03:52:56 main:574] : INFO : Epoch 1628 | loss: 0.0311561 | val_loss: 0.0311747 | Time: 1698.5 ms [2021-03-09 03:52:58 main:574] : INFO : Epoch 1629 | loss: 0.031156 | val_loss: 0.0311724 | Time: 1805.11 ms [2021-03-09 03:53:00 main:574] : INFO : Epoch 1630 | loss: 0.0311564 | val_loss: 0.0311753 | Time: 1857.73 ms [2021-03-09 03:53:02 main:574] : INFO : Epoch 1631 | loss: 0.0311575 | val_loss: 0.0311716 | Time: 1816.38 ms [2021-03-09 03:53:04 main:574] : INFO : Epoch 1632 | loss: 0.0311549 | val_loss: 0.0311745 | Time: 1845.37 ms [2021-03-09 03:53:05 main:574] : INFO : Epoch 1633 | loss: 0.0311552 | val_loss: 0.0311723 | Time: 1436.03 ms [2021-03-09 03:53:07 main:574] : INFO : Epoch 1634 | loss: 0.0311541 | val_loss: 0.0311726 | Time: 1800.07 ms [2021-03-09 03:53:09 main:574] : INFO : Epoch 1635 | loss: 0.031154 | val_loss: 0.0311741 | Time: 1774.83 ms [2021-03-09 03:53:10 main:574] : INFO : Epoch 1636 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 1811.76 ms [2021-03-09 03:53:12 main:574] : INFO : Epoch 1637 | loss: 0.0311538 | val_loss: 0.0311726 | Time: 1768.35 ms [2021-03-09 03:53:14 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.0311728 | Time: 1704.13 ms [2021-03-09 03:53:15 main:574] : INFO : Epoch 1639 | loss: 0.0311531 | val_loss: 0.0311724 | Time: 1458.75 ms [2021-03-09 03:53:17 main:574] : INFO : Epoch 1640 | loss: 0.0311532 | val_loss: 0.0311731 | Time: 1772.23 ms [2021-03-09 03:53:19 main:574] : INFO : Epoch 1641 | loss: 0.0311541 | val_loss: 0.0311759 | Time: 1809.35 ms [2021-03-09 03:53:21 main:574] : INFO : Epoch 1642 | loss: 0.0311537 | val_loss: 0.031172 | Time: 1892.49 ms [2021-03-09 03:53:23 main:574] : INFO : Epoch 1643 | loss: 0.0311516 | val_loss: 0.0311726 | Time: 1756.63 ms [2021-03-09 03:53:24 main:574] : INFO : Epoch 1644 | loss: 0.0311561 | val_loss: 0.0311755 | Time: 1593.36 ms [2021-03-09 03:53:26 main:574] : INFO : Epoch 1645 | loss: 0.0311553 | val_loss: 0.0311749 | Time: 1587.33 ms [2021-03-09 03:53:28 main:574] : INFO : Epoch 1646 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 1776.34 ms [2021-03-09 03:53:30 main:574] : INFO : Epoch 1647 | loss: 0.0311535 | val_loss: 0.031177 | Time: 1854.88 ms [2021-03-09 03:53:31 main:574] : INFO : Epoch 1648 | loss: 0.0311523 | val_loss: 0.0311736 | Time: 1778.65 ms [2021-03-09 03:53:33 main:574] : INFO : Epoch 1649 | loss: 0.031153 | val_loss: 0.031178 | Time: 1842.68 ms [2021-03-09 03:53:35 main:574] : INFO : Epoch 1650 | loss: 0.0311516 | val_loss: 0.0311722 | Time: 1526.16 ms [2021-03-09 03:53:36 main:574] : INFO : Epoch 1651 | loss: 0.0311502 | val_loss: 0.0311745 | Time: 1702.16 ms [2021-03-09 03:53:38 main:574] : INFO : Epoch 1652 | loss: 0.0311533 | val_loss: 0.0311736 | Time: 1841.3 ms [2021-03-09 03:53:40 main:574] : INFO : Epoch 1653 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 1839.39 ms [2021-03-09 03:53:42 main:574] : INFO : Epoch 1654 | loss: 0.0311521 | val_loss: 0.0311715 | Time: 1737.84 ms [2021-03-09 03:53:44 main:574] : INFO : Epoch 1655 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 1728.72 ms [2021-03-09 03:53:45 main:574] : INFO : Epoch 1656 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 1448.71 ms [2021-03-09 03:53:47 main:574] : INFO : Epoch 1657 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 1789.71 ms [2021-03-09 03:53:49 main:574] : INFO : Epoch 1658 | loss: 0.0311537 | val_loss: 0.0311703 | Time: 1793.78 ms [2021-03-09 03:53:50 main:574] : INFO : Epoch 1659 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 1814.71 ms [2021-03-09 03:53:52 main:574] : INFO : Epoch 1660 | loss: 0.0311536 | val_loss: 0.0311679 | Time: 1789.06 ms [2021-03-09 03:53:54 main:574] : INFO : Epoch 1661 | loss: 0.0311515 | val_loss: 0.0311687 | Time: 1729.81 ms [2021-03-09 03:53:56 main:574] : INFO : Epoch 1662 | loss: 0.0311505 | val_loss: 0.0311711 | Time: 1498.22 ms [2021-03-09 03:53:57 main:574] : INFO : Epoch 1663 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1828.84 ms [2021-03-09 03:53:59 main:574] : INFO : Epoch 1664 | loss: 0.0311497 | val_loss: 0.0311712 | Time: 1821.79 ms [2021-03-09 03:54:01 main:574] : INFO : Epoch 1665 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 1786.32 ms [2021-03-09 03:54:03 main:574] : INFO : Epoch 1666 | loss: 0.0311508 | val_loss: 0.0311732 | Time: 1807.39 ms [2021-03-09 03:54:04 main:574] : INFO : Epoch 1667 | loss: 0.0311492 | val_loss: 0.0311737 | Time: 1585.92 ms [2021-03-09 03:54:06 main:574] : INFO : Epoch 1668 | loss: 0.0311492 | val_loss: 0.0311719 | Time: 1573.66 ms [2021-03-09 03:54:08 main:574] : INFO : Epoch 1669 | loss: 0.0311511 | val_loss: 0.031176 | Time: 1893.88 ms [2021-03-09 03:54:10 main:574] : INFO : Epoch 1670 | loss: 0.0311479 | val_loss: 0.0311696 | Time: 1770.96 ms [2021-03-09 03:54:11 main:574] : INFO : Epoch 1671 | loss: 0.0311474 | val_loss: 0.0311729 | Time: 1746.61 ms [2021-03-09 03:54:13 main:574] : INFO : Epoch 1672 | loss: 0.0311472 | val_loss: 0.03117 | Time: 1795.39 ms [2021-03-09 03:54:15 main:574] : INFO : Epoch 1673 | loss: 0.0311465 | val_loss: 0.0311708 | Time: 1514.57 ms [2021-03-09 03:54:16 main:574] : INFO : Epoch 1674 | loss: 0.0311467 | val_loss: 0.031172 | Time: 1720.03 ms [2021-03-09 03:54:18 main:574] : INFO : Epoch 1675 | loss: 0.0311461 | val_loss: 0.0311714 | Time: 1809.54 ms [2021-03-09 03:54:20 main:574] : INFO : Epoch 1676 | loss: 0.0311465 | val_loss: 0.0311709 | Time: 1785.3 ms [2021-03-09 03:54:22 main:574] : INFO : Epoch 1677 | loss: 0.0311457 | val_loss: 0.0311724 | Time: 1820.81 ms [2021-03-09 03:54:24 main:574] : INFO : Epoch 1678 | loss: 0.0311441 | val_loss: 0.0311718 | Time: 1821.39 ms [2021-03-09 03:54:25 main:574] : INFO : Epoch 1679 | loss: 0.0311433 | val_loss: 0.0311787 | Time: 1424.61 ms [2021-03-09 03:54:27 main:574] : INFO : Epoch 1680 | loss: 0.0311452 | val_loss: 0.0311736 | Time: 1757.03 ms [2021-03-09 03:54:29 main:574] : INFO : Epoch 1681 | loss: 0.0311447 | val_loss: 0.0311702 | Time: 1862.77 ms [2021-03-09 03:54:31 main:574] : INFO : Epoch 1682 | loss: 0.0311438 | val_loss: 0.031173 | Time: 1819.45 ms [2021-03-09 03:54:33 main:574] : INFO : Epoch 1683 | loss: 0.0311456 | val_loss: 0.0311772 | Time: 1845.32 ms [2021-03-09 03:54:34 main:574] : INFO : Epoch 1684 | loss: 0.0311483 | val_loss: 0.0311748 | Time: 1660.07 ms [2021-03-09 03:54:36 main:574] : INFO : Epoch 1685 | loss: 0.0311483 | val_loss: 0.0311778 | Time: 1489.42 ms [2021-03-09 03:54:38 main:574] : INFO : Epoch 1686 | loss: 0.0311502 | val_loss: 0.0311703 | Time: 1877.72 ms [2021-03-09 03:54:39 main:574] : INFO : Epoch 1687 | loss: 0.0311481 | val_loss: 0.0311752 | Time: 1777.67 ms [2021-03-09 03:54:41 main:574] : INFO : Epoch 1688 | loss: 0.0311447 | val_loss: 0.0311759 | Time: 1838.26 ms [2021-03-09 03:54:43 main:574] : INFO : Epoch 1689 | loss: 0.0311449 | val_loss: 0.0311705 | Time: 1860.12 ms [2021-03-09 03:54:45 main:574] : INFO : Epoch 1690 | loss: 0.0311452 | val_loss: 0.0311761 | Time: 1539.82 ms [2021-03-09 03:54:46 main:574] : INFO : Epoch 1691 | loss: 0.0311447 | val_loss: 0.031172 | Time: 1588.93 ms [2021-03-09 03:54:48 main:574] : INFO : Epoch 1692 | loss: 0.0311433 | val_loss: 0.0311725 | Time: 1858.5 ms [2021-03-09 03:54:50 main:574] : INFO : Epoch 1693 | loss: 0.0311434 | val_loss: 0.0311774 | Time: 1805.31 ms [2021-03-09 03:54:52 main:574] : INFO : Epoch 1694 | loss: 0.031143 | val_loss: 0.0311731 | Time: 1870.45 ms [2021-03-09 03:54:54 main:574] : INFO : Epoch 1695 | loss: 0.0311429 | val_loss: 0.0311727 | Time: 1807.21 ms [2021-03-09 03:54:55 main:574] : INFO : Epoch 1696 | loss: 0.0311427 | val_loss: 0.0311739 | Time: 1423.06 ms [2021-03-09 03:54:57 main:574] : INFO : Epoch 1697 | loss: 0.0311422 | val_loss: 0.0311732 | Time: 1767.09 ms [2021-03-09 03:54:59 main:574] : INFO : Epoch 1698 | loss: 0.0311445 | val_loss: 0.0311753 | Time: 1821.74 ms [2021-03-09 03:55:00 main:574] : INFO : Epoch 1699 | loss: 0.0311444 | val_loss: 0.0311741 | Time: 1836.88 ms [2021-03-09 03:55:02 main:574] : INFO : Epoch 1700 | loss: 0.0311519 | val_loss: 0.0311712 | Time: 1860.76 ms [2021-03-09 03:55:04 main:574] : INFO : Epoch 1701 | loss: 0.0311473 | val_loss: 0.0311729 | Time: 1789.96 ms [2021-03-09 03:55:06 main:574] : INFO : Epoch 1702 | loss: 0.0311435 | val_loss: 0.0311727 | Time: 1434.15 ms [2021-03-09 03:55:07 main:574] : INFO : Epoch 1703 | loss: 0.0311428 | val_loss: 0.0311756 | Time: 1826.74 ms [2021-03-09 03:55:09 main:574] : INFO : Epoch 1704 | loss: 0.0311414 | val_loss: 0.0311743 | Time: 1807.08 ms [2021-03-09 03:55:11 main:574] : INFO : Epoch 1705 | loss: 0.0311481 | val_loss: 0.031171 | Time: 1749.73 ms [2021-03-09 03:55:13 main:574] : INFO : Epoch 1706 | loss: 0.0311451 | val_loss: 0.0311718 | Time: 1798.4 ms [2021-03-09 03:55:14 main:574] : INFO : Epoch 1707 | loss: 0.0311438 | val_loss: 0.0311707 | Time: 1616.89 ms [2021-03-09 03:55:16 main:574] : INFO : Epoch 1708 | loss: 0.0311425 | val_loss: 0.031173 | Time: 1544.93 ms [2021-03-09 03:55:18 main:574] : INFO : Epoch 1709 | loss: 0.0311417 | val_loss: 0.031173 | Time: 1788.16 ms [2021-03-09 03:55:20 main:574] : INFO : Epoch 1710 | loss: 0.0311409 | val_loss: 0.0311732 | Time: 1824.35 ms [2021-03-09 03:55:21 main:574] : INFO : Epoch 1711 | loss: 0.031145 | val_loss: 0.0311784 | Time: 1816.35 ms [2021-03-09 03:55:23 main:574] : INFO : Epoch 1712 | loss: 0.0311474 | val_loss: 0.031172 | Time: 1865 ms [2021-03-09 03:55:25 main:574] : INFO : Epoch 1713 | loss: 0.031143 | val_loss: 0.0311744 | Time: 1525.84 ms [2021-03-09 03:55:26 main:574] : INFO : Epoch 1714 | loss: 0.0311429 | val_loss: 0.0311716 | Time: 1644.94 ms [2021-03-09 03:55:28 main:574] : INFO : Epoch 1715 | loss: 0.031141 | val_loss: 0.0311743 | Time: 1790.15 ms [2021-03-09 03:55:30 main:574] : INFO : Epoch 1716 | loss: 0.0311409 | val_loss: 0.0311793 | Time: 1760.73 ms [2021-03-09 03:55:32 main:574] : INFO : Epoch 1717 | loss: 0.0311408 | val_loss: 0.0311738 | Time: 1859.05 ms [2021-03-09 03:55:34 main:574] : INFO : Epoch 1718 | loss: 0.0311433 | val_loss: 0.0311806 | Time: 1860.16 ms [2021-03-09 03:55:35 main:574] : INFO : Epoch 1719 | loss: 0.0311401 | val_loss: 0.0311756 | Time: 1398.29 ms [2021-03-09 03:55:37 main:574] : INFO : Epoch 1720 | loss: 0.0311412 | val_loss: 0.0311701 | Time: 1764.73 ms [2021-03-09 03:55:39 main:574] : INFO : Epoch 1721 | loss: 0.0311417 | val_loss: 0.0311782 | Time: 1819.16 ms [2021-03-09 03:55:41 main:574] : INFO : Epoch 1722 | loss: 0.0311409 | val_loss: 0.0311717 | Time: 1824.45 ms [2021-03-09 03:55:42 main:574] : INFO : Epoch 1723 | loss: 0.0311396 | val_loss: 0.0311759 | Time: 1840.13 ms [2021-03-09 03:55:44 main:574] : INFO : Epoch 1724 | loss: 0.0311409 | val_loss: 0.0311795 | Time: 1769.71 ms [2021-03-09 03:55:46 main:574] : INFO : Epoch 1725 | loss: 0.0311391 | val_loss: 0.0311752 | Time: 1581.03 ms [2021-03-09 03:55:48 main:574] : INFO : Epoch 1726 | loss: 0.0311408 | val_loss: 0.0311762 | Time: 1855.1 ms [2021-03-09 03:55:50 main:574] : INFO : Epoch 1727 | loss: 0.03114 | val_loss: 0.0311731 | Time: 1893.19 ms [2021-03-09 03:55:51 main:574] : INFO : Epoch 1728 | loss: 0.0311391 | val_loss: 0.0311808 | Time: 1886.85 ms [2021-03-09 03:55:53 main:574] : INFO : Epoch 1729 | loss: 0.0311394 | val_loss: 0.0311685 | Time: 1911.82 ms [2021-03-09 03:55:55 main:574] : INFO : Epoch 1730 | loss: 0.0311407 | val_loss: 0.0311798 | Time: 1558.46 ms [2021-03-09 03:55:57 main:574] : INFO : Epoch 1731 | loss: 0.0311388 | val_loss: 0.0311761 | Time: 1846.97 ms [2021-03-09 03:55:59 main:574] : INFO : Epoch 1732 | loss: 0.0311409 | val_loss: 0.0311766 | Time: 1918.59 ms [2021-03-09 03:56:01 main:574] : INFO : Epoch 1733 | loss: 0.0311382 | val_loss: 0.0311748 | Time: 1941.51 ms [2021-03-09 03:56:03 main:574] : INFO : Epoch 1734 | loss: 0.0311382 | val_loss: 0.031176 | Time: 2075.84 ms [2021-03-09 03:56:05 main:574] : INFO : Epoch 1735 | loss: 0.0311386 | val_loss: 0.0311784 | Time: 1747.64 ms [2021-03-09 03:56:06 main:574] : INFO : Epoch 1736 | loss: 0.0311406 | val_loss: 0.031173 | Time: 1728.49 ms [2021-03-09 03:56:08 main:574] : INFO : Epoch 1737 | loss: 0.0311384 | val_loss: 0.0311759 | Time: 1822.91 ms [2021-03-09 03:56:10 main:574] : INFO : Epoch 1738 | loss: 0.0311412 | val_loss: 0.0311732 | Time: 1933.68 ms [2021-03-09 03:56:12 main:574] : INFO : Epoch 1739 | loss: 0.0311385 | val_loss: 0.0311767 | Time: 1827.04 ms [2021-03-09 03:56:14 main:574] : INFO : Epoch 1740 | loss: 0.0311371 | val_loss: 0.0311759 | Time: 1857.34 ms [2021-03-09 03:56:15 main:574] : INFO : Epoch 1741 | loss: 0.0311368 | val_loss: 0.0311789 | Time: 1477.93 ms [2021-03-09 03:56:17 main:574] : INFO : Epoch 1742 | loss: 0.0311385 | val_loss: 0.0311863 | Time: 1830.64 ms [2021-03-09 03:56:19 main:574] : INFO : Epoch 1743 | loss: 0.0311376 | val_loss: 0.0311755 | Time: 1840.21 ms [2021-03-09 03:56:21 main:574] : INFO : Epoch 1744 | loss: 0.0311351 | val_loss: 0.0311774 | Time: 1845.77 ms [2021-03-09 03:56:23 main:574] : INFO : Epoch 1745 | loss: 0.0311344 | val_loss: 0.031176 | Time: 1841.74 ms [2021-03-09 03:56:24 main:574] : INFO : Epoch 1746 | loss: 0.0311337 | val_loss: 0.0311769 | Time: 1727.48 ms [2021-03-09 03:56:26 main:574] : INFO : Epoch 1747 | loss: 0.0311336 | val_loss: 0.031178 | Time: 1567.35 ms [2021-03-09 03:56:28 main:574] : INFO : Epoch 1748 | loss: 0.0311368 | val_loss: 0.0311749 | Time: 1848.94 ms [2021-03-09 03:56:30 main:574] : INFO : Epoch 1749 | loss: 0.0311427 | val_loss: 0.0311794 | Time: 1831.66 ms [2021-03-09 03:56:32 main:574] : INFO : Epoch 1750 | loss: 0.0311428 | val_loss: 0.0311784 | Time: 1850.75 ms [2021-03-09 03:56:33 main:574] : INFO : Epoch 1751 | loss: 0.0311384 | val_loss: 0.03118 | Time: 1883.51 ms [2021-03-09 03:56:35 main:574] : INFO : Epoch 1752 | loss: 0.0311425 | val_loss: 0.0311728 | Time: 1509.86 ms [2021-03-09 03:56:37 main:574] : INFO : Epoch 1753 | loss: 0.0311411 | val_loss: 0.0311765 | Time: 1749.6 ms [2021-03-09 03:56:39 main:574] : INFO : Epoch 1754 | loss: 0.0311456 | val_loss: 0.0311718 | Time: 1882.28 ms [2021-03-09 03:56:40 main:574] : INFO : Epoch 1755 | loss: 0.0311471 | val_loss: 0.0311758 | Time: 1828.19 ms [2021-03-09 03:56:42 main:574] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.03117 | Time: 1804.49 ms [2021-03-09 03:56:44 main:574] : INFO : Epoch 1757 | loss: 0.031143 | val_loss: 0.0311721 | Time: 1834.77 ms [2021-03-09 03:56:46 main:574] : INFO : Epoch 1758 | loss: 0.0311419 | val_loss: 0.0311741 | Time: 1475.46 ms [2021-03-09 03:56:47 main:574] : INFO : Epoch 1759 | loss: 0.0311403 | val_loss: 0.0311765 | Time: 1811.8 ms [2021-03-09 03:56:49 main:574] : INFO : Epoch 1760 | loss: 0.0311385 | val_loss: 0.0311734 | Time: 1807.34 ms [2021-03-09 03:56:51 main:574] : INFO : Epoch 1761 | loss: 0.0311396 | val_loss: 0.0311757 | Time: 1819.46 ms [2021-03-09 03:56:53 main:574] : INFO : Epoch 1762 | loss: 0.0311388 | val_loss: 0.0311744 | Time: 1864.15 ms [2021-03-09 03:56:55 main:574] : INFO : Epoch 1763 | loss: 0.031136 | val_loss: 0.0311725 | Time: 1650.65 ms [2021-03-09 03:56:56 main:574] : INFO : Epoch 1764 | loss: 0.0311368 | val_loss: 0.0311741 | Time: 1540.59 ms [2021-03-09 03:56:58 main:574] : INFO : Epoch 1765 | loss: 0.031137 | val_loss: 0.0311767 | Time: 1940.55 ms [2021-03-09 03:57:00 main:574] : INFO : Epoch 1766 | loss: 0.0311356 | val_loss: 0.0311735 | Time: 1778.21 ms [2021-03-09 03:57:02 main:574] : INFO : Epoch 1767 | loss: 0.0311347 | val_loss: 0.031174 | Time: 1851.76 ms [2021-03-09 03:57:04 main:574] : INFO : Epoch 1768 | loss: 0.0311363 | val_loss: 0.031177 | Time: 1855.18 ms [2021-03-09 03:57:05 main:574] : INFO : Epoch 1769 | loss: 0.0311394 | val_loss: 0.0311765 | Time: 1487.27 ms [2021-03-09 03:57:07 main:574] : INFO : Epoch 1770 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 1704.32 ms [2021-03-09 03:57:09 main:574] : INFO : Epoch 1771 | loss: 0.0311438 | val_loss: 0.0311706 | Time: 1814.56 ms [2021-03-09 03:57:11 main:574] : INFO : Epoch 1772 | loss: 0.0311404 | val_loss: 0.0311765 | Time: 1920.24 ms [2021-03-09 03:57:12 main:574] : INFO : Epoch 1773 | loss: 0.0311384 | val_loss: 0.0311702 | Time: 1820.74 ms [2021-03-09 03:57:14 main:574] : INFO : Epoch 1774 | loss: 0.0311358 | val_loss: 0.031173 | Time: 1774.15 ms [2021-03-09 03:57:16 main:574] : INFO : Epoch 1775 | loss: 0.0311375 | val_loss: 0.0311726 | Time: 1459.14 ms [2021-03-09 03:57:18 main:574] : INFO : Epoch 1776 | loss: 0.0311367 | val_loss: 0.0311793 | Time: 2024.81 ms [2021-03-09 03:57:20 main:574] : INFO : Epoch 1777 | loss: 0.0311356 | val_loss: 0.0311741 | Time: 1945.45 ms [2021-03-09 03:57:22 main:574] : INFO : Epoch 1778 | loss: 0.0311338 | val_loss: 0.0311724 | Time: 1918.28 ms [2021-03-09 03:57:23 main:574] : INFO : Epoch 1779 | loss: 0.031134 | val_loss: 0.0311709 | Time: 1948.58 ms [2021-03-09 03:57:25 main:574] : INFO : Epoch 1780 | loss: 0.0311328 | val_loss: 0.031173 | Time: 1621.2 ms [2021-03-09 03:57:27 main:574] : INFO : Epoch 1781 | loss: 0.0311323 | val_loss: 0.0311751 | Time: 1901.83 ms [2021-03-09 03:57:29 main:574] : INFO : Epoch 1782 | loss: 0.0311318 | val_loss: 0.0311795 | Time: 1890.32 ms [2021-03-09 03:57:31 main:574] : INFO : Epoch 1783 | loss: 0.0311314 | val_loss: 0.0311749 | Time: 1911.01 ms [2021-03-09 03:57:33 main:574] : INFO : Epoch 1784 | loss: 0.0311323 | val_loss: 0.0311774 | Time: 1937.19 ms [2021-03-09 03:57:35 main:574] : INFO : Epoch 1785 | loss: 0.0311328 | val_loss: 0.0311757 | Time: 1816.24 ms [2021-03-09 03:57:36 main:574] : INFO : Epoch 1786 | loss: 0.0311321 | val_loss: 0.0311736 | Time: 1657.9 ms [2021-03-09 03:57:38 main:574] : INFO : Epoch 1787 | loss: 0.0311402 | val_loss: 0.0311712 | Time: 1964.78 ms [2021-03-09 03:57:40 main:574] : INFO : Epoch 1788 | loss: 0.0311365 | val_loss: 0.0311722 | Time: 1912.06 ms [2021-03-09 03:57:42 main:574] : INFO : Epoch 1789 | loss: 0.0311337 | val_loss: 0.0311728 | Time: 1910.12 ms [2021-03-09 03:57:44 main:574] : INFO : Epoch 1790 | loss: 0.0311336 | val_loss: 0.0311763 | Time: 1905.98 ms [2021-03-09 03:57:46 main:574] : INFO : Epoch 1791 | loss: 0.0311432 | val_loss: 0.0311756 | Time: 1553.62 ms [2021-03-09 03:57:47 main:574] : INFO : Epoch 1792 | loss: 0.0311448 | val_loss: 0.031169 | Time: 1878.8 ms [2021-03-09 03:57:49 main:574] : INFO : Epoch 1793 | loss: 0.0311438 | val_loss: 0.031175 | Time: 1917.44 ms [2021-03-09 03:57:51 main:574] : INFO : Epoch 1794 | loss: 0.03114 | val_loss: 0.0311712 | Time: 1934.3 ms [2021-03-09 03:57:53 main:574] : INFO : Epoch 1795 | loss: 0.0311415 | val_loss: 0.0311745 | Time: 1926.15 ms [2021-03-09 03:57:55 main:574] : INFO : Epoch 1796 | loss: 0.0311404 | val_loss: 0.0311755 | Time: 1707.61 ms [2021-03-09 03:57:57 main:574] : INFO : Epoch 1797 | loss: 0.0311386 | val_loss: 0.0311776 | Time: 1767.29 ms [2021-03-09 03:57:59 main:574] : INFO : Epoch 1798 | loss: 0.0311383 | val_loss: 0.0311724 | Time: 1908.29 ms [2021-03-09 03:58:01 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.0311756 | Time: 1933.36 ms [2021-03-09 03:58:02 main:574] : INFO : Epoch 1800 | loss: 0.031137 | val_loss: 0.0311701 | Time: 1873.25 ms [2021-03-09 03:58:04 main:574] : INFO : Epoch 1801 | loss: 0.0311392 | val_loss: 0.0311756 | Time: 1923.82 ms [2021-03-09 03:58:06 main:574] : INFO : Epoch 1802 | loss: 0.0311355 | val_loss: 0.0311833 | Time: 1597.93 ms [2021-03-09 03:58:08 main:574] : INFO : Epoch 1803 | loss: 0.0311351 | val_loss: 0.0311718 | Time: 1929.92 ms [2021-03-09 03:58:10 main:574] : INFO : Epoch 1804 | loss: 0.0311336 | val_loss: 0.0311749 | Time: 1923.82 ms [2021-03-09 03:58:12 main:574] : INFO : Epoch 1805 | loss: 0.031133 | val_loss: 0.0311743 | Time: 1971.07 ms [2021-03-09 03:58:14 main:574] : INFO : Epoch 1806 | loss: 0.0311355 | val_loss: 0.0311829 | Time: 1952.24 ms [2021-03-09 03:58:15 main:574] : INFO : Epoch 1807 | loss: 0.0311379 | val_loss: 0.0311822 | Time: 1558.09 ms [2021-03-09 03:58:17 main:574] : INFO : Epoch 1808 | loss: 0.0311338 | val_loss: 0.0311752 | Time: 1888.83 ms [2021-03-09 03:58:19 main:574] : INFO : Epoch 1809 | loss: 0.0311317 | val_loss: 0.0311755 | Time: 1988.3 ms [2021-03-09 03:58:21 main:574] : INFO : Epoch 1810 | loss: 0.0311298 | val_loss: 0.0311735 | Time: 1983.55 ms [2021-03-09 03:58:23 main:574] : INFO : Epoch 1811 | loss: 0.0311314 | val_loss: 0.0311785 | Time: 1951.07 ms [2021-03-09 03:58:25 main:574] : INFO : Epoch 1812 | loss: 0.0311302 | val_loss: 0.0311745 | Time: 1701.58 ms [2021-03-09 03:58:27 main:574] : INFO : Epoch 1813 | loss: 0.0311286 | val_loss: 0.0311731 | Time: 1824.91 ms [2021-03-09 03:58:29 main:574] : INFO : Epoch 1814 | loss: 0.03113 | val_loss: 0.031178 | Time: 2218.74 ms [2021-03-09 03:58:31 main:574] : INFO : Epoch 1815 | loss: 0.0311397 | val_loss: 0.0311811 | Time: 1944.86 ms [2021-03-09 03:58:33 main:574] : INFO : Epoch 1816 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 1990.08 ms [2021-03-09 03:58:35 main:574] : INFO : Epoch 1817 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 1745.1 ms [2021-03-09 03:58:36 main:574] : INFO : Epoch 1818 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 1687.24 ms [2021-03-09 03:58:38 main:574] : INFO : Epoch 1819 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 1925.64 ms [2021-03-09 03:58:40 main:574] : INFO : Epoch 1820 | loss: 0.0311574 | val_loss: 0.0311669 | Time: 1871.67 ms [2021-03-09 03:58:42 main:574] : INFO : Epoch 1821 | loss: 0.0311521 | val_loss: 0.0311686 | Time: 1877.02 ms [2021-03-09 03:58:44 main:574] : INFO : Epoch 1822 | loss: 0.0311503 | val_loss: 0.0311723 | Time: 1938.18 ms [2021-03-09 03:58:46 main:574] : INFO : Epoch 1823 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 1574.51 ms [2021-03-09 03:58:48 main:574] : INFO : Epoch 1824 | loss: 0.0311523 | val_loss: 0.0311704 | Time: 1885.27 ms [2021-03-09 03:58:50 main:574] : INFO : Epoch 1825 | loss: 0.0311511 | val_loss: 0.0311691 | Time: 1955.11 ms [2021-03-09 03:58:51 main:574] : INFO : Epoch 1826 | loss: 0.0311484 | val_loss: 0.031173 | Time: 1854.99 ms [2021-03-09 03:58:53 main:574] : INFO : Epoch 1827 | loss: 0.031148 | val_loss: 0.0311705 | Time: 1936.26 ms [2021-03-09 03:58:55 main:574] : INFO : Epoch 1828 | loss: 0.0311494 | val_loss: 0.0311708 | Time: 1684.85 ms [2021-03-09 03:58:57 main:574] : INFO : Epoch 1829 | loss: 0.0311482 | val_loss: 0.0311726 | Time: 1690.9 ms [2021-03-09 03:58:59 main:574] : INFO : Epoch 1830 | loss: 0.0311447 | val_loss: 0.0311707 | Time: 1880.46 ms [2021-03-09 03:59:01 main:574] : INFO : Epoch 1831 | loss: 0.0311426 | val_loss: 0.0311728 | Time: 1878.25 ms [2021-03-09 03:59:02 main:574] : INFO : Epoch 1832 | loss: 0.0311425 | val_loss: 0.0311722 | Time: 1866.31 ms [2021-03-09 03:59:04 main:574] : INFO : Epoch 1833 | loss: 0.0311425 | val_loss: 0.0311718 | Time: 1922.46 ms [2021-03-09 03:59:06 main:574] : INFO : Epoch 1834 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 1515.33 ms [2021-03-09 03:59:08 main:574] : INFO : Epoch 1835 | loss: 0.0311486 | val_loss: 0.0311676 | Time: 1891.62 ms [2021-03-09 03:59:10 main:574] : INFO : Epoch 1836 | loss: 0.0311463 | val_loss: 0.0311795 | Time: 1901.13 ms [2021-03-09 03:59:12 main:574] : INFO : Epoch 1837 | loss: 0.0311456 | val_loss: 0.0311727 | Time: 1888.1 ms [2021-03-09 03:59:13 main:574] : INFO : Epoch 1838 | loss: 0.0311428 | val_loss: 0.0311782 | Time: 1906.76 ms [2021-03-09 03:59:15 main:574] : INFO : Epoch 1839 | loss: 0.0311435 | val_loss: 0.0311723 | Time: 1644.27 ms [2021-03-09 03:59:17 main:574] : INFO : Epoch 1840 | loss: 0.0311568 | val_loss: 0.0311734 | Time: 1806.13 ms [2021-03-09 03:59:19 main:574] : INFO : Epoch 1841 | loss: 0.0311538 | val_loss: 0.031168 | Time: 1944.44 ms [2021-03-09 03:59:21 main:574] : INFO : Epoch 1842 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 1870 ms [2021-03-09 03:59:23 main:574] : INFO : Epoch 1843 | loss: 0.0311467 | val_loss: 0.0311705 | Time: 1895.48 ms [2021-03-09 03:59:25 main:574] : INFO : Epoch 1844 | loss: 0.0311449 | val_loss: 0.0311688 | Time: 1857.99 ms [2021-03-09 03:59:26 main:574] : INFO : Epoch 1845 | loss: 0.0311429 | val_loss: 0.0311704 | Time: 1561.32 ms [2021-03-09 03:59:28 main:574] : INFO : Epoch 1846 | loss: 0.0311424 | val_loss: 0.0311703 | Time: 1889.36 ms [2021-03-09 03:59:30 main:574] : INFO : Epoch 1847 | loss: 0.031142 | val_loss: 0.0311707 | Time: 1982.91 ms [2021-03-09 03:59:32 main:574] : INFO : Epoch 1848 | loss: 0.0311413 | val_loss: 0.0311726 | Time: 1854.54 ms [2021-03-09 03:59:34 main:574] : INFO : Epoch 1849 | loss: 0.0311421 | val_loss: 0.0311694 | Time: 1865.85 ms [2021-03-09 03:59:35 main:574] : INFO : Epoch 1850 | loss: 0.031141 | val_loss: 0.0311739 | Time: 1594.52 ms [2021-03-09 03:59:37 main:574] : INFO : Epoch 1851 | loss: 0.031142 | val_loss: 0.0311732 | Time: 1790.39 ms [2021-03-09 03:59:39 main:574] : INFO : Epoch 1852 | loss: 0.031141 | val_loss: 0.0311754 | Time: 1863.89 ms [2021-03-09 03:59:41 main:574] : INFO : Epoch 1853 | loss: 0.0311411 | val_loss: 0.0311711 | Time: 1921.48 ms [2021-03-09 03:59:43 main:574] : INFO : Epoch 1854 | loss: 0.0311407 | val_loss: 0.0311716 | Time: 1927.16 ms [2021-03-09 03:59:45 main:574] : INFO : Epoch 1855 | loss: 0.0311431 | val_loss: 0.0311754 | Time: 1794.68 ms [2021-03-09 03:59:46 main:574] : INFO : Epoch 1856 | loss: 0.031142 | val_loss: 0.0311724 | Time: 1606.16 ms [2021-03-09 03:59:48 main:574] : INFO : Epoch 1857 | loss: 0.0311373 | val_loss: 0.0311722 | Time: 1877.06 ms [2021-03-09 03:59:50 main:574] : INFO : Epoch 1858 | loss: 0.0311384 | val_loss: 0.0311728 | Time: 1919.7 ms [2021-03-09 03:59:52 main:574] : INFO : Epoch 1859 | loss: 0.0311385 | val_loss: 0.031172 | Time: 1908.37 ms [2021-03-09 03:59:54 main:574] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0311699 | Time: 1946 ms [2021-03-09 03:59:56 main:574] : INFO : Epoch 1861 | loss: 0.0311399 | val_loss: 0.031174 | Time: 1579.03 ms [2021-03-09 03:59:57 main:574] : INFO : Epoch 1862 | loss: 0.0311376 | val_loss: 0.0311708 | Time: 1878.28 ms [2021-03-09 03:59:59 main:574] : INFO : Epoch 1863 | loss: 0.0311363 | val_loss: 0.0311788 | Time: 1881.61 ms [2021-03-09 04:00:01 main:574] : INFO : Epoch 1864 | loss: 0.0311372 | val_loss: 0.0311751 | Time: 1912.96 ms [2021-03-09 04:00:03 main:574] : INFO : Epoch 1865 | loss: 0.031135 | val_loss: 0.0311711 | Time: 1903.71 ms [2021-03-09 04:00:05 main:574] : INFO : Epoch 1866 | loss: 0.0311343 | val_loss: 0.0311807 | Time: 1717.57 ms [2021-03-09 04:00:07 main:574] : INFO : Epoch 1867 | loss: 0.0311439 | val_loss: 0.0311773 | Time: 1602.06 ms [2021-03-09 04:00:08 main:574] : INFO : Epoch 1868 | loss: 0.0311466 | val_loss: 0.0311691 | Time: 1890.81 ms [2021-03-09 04:00:10 main:574] : INFO : Epoch 1869 | loss: 0.0311418 | val_loss: 0.0311722 | Time: 1956.86 ms [2021-03-09 04:00:12 main:574] : INFO : Epoch 1870 | loss: 0.0311403 | val_loss: 0.031172 | Time: 1907.83 ms [2021-03-09 04:00:14 main:574] : INFO : Epoch 1871 | loss: 0.0311398 | val_loss: 0.0311725 | Time: 1891.63 ms [2021-03-09 04:00:16 main:574] : INFO : Epoch 1872 | loss: 0.0311396 | val_loss: 0.0311719 | Time: 1578.75 ms [2021-03-09 04:00:18 main:574] : INFO : Epoch 1873 | loss: 0.0311409 | val_loss: 0.0311731 | Time: 1883.84 ms [2021-03-09 04:00:20 main:574] : INFO : Epoch 1874 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 1903.42 ms [2021-03-09 04:00:22 main:574] : INFO : Epoch 1875 | loss: 0.0311411 | val_loss: 0.0311686 | Time: 1927.78 ms [2021-03-09 04:00:23 main:574] : INFO : Epoch 1876 | loss: 0.0311389 | val_loss: 0.0311726 | Time: 1862.51 ms [2021-03-09 04:00:25 main:574] : INFO : Epoch 1877 | loss: 0.0311383 | val_loss: 0.0311685 | Time: 1690.19 ms [2021-03-09 04:00:27 main:574] : INFO : Epoch 1878 | loss: 0.0311376 | val_loss: 0.0311693 | Time: 1685.27 ms [2021-03-09 04:00:29 main:574] : INFO : Epoch 1879 | loss: 0.0311384 | val_loss: 0.031171 | Time: 1925.41 ms [2021-03-09 04:00:31 main:574] : INFO : Epoch 1880 | loss: 0.0311369 | val_loss: 0.0311685 | Time: 1890.38 ms [2021-03-09 04:00:33 main:574] : INFO : Epoch 1881 | loss: 0.0311368 | val_loss: 0.0311707 | Time: 1861.8 ms [2021-03-09 04:00:34 main:574] : INFO : Epoch 1882 | loss: 0.0311357 | val_loss: 0.0311728 | Time: 1896.44 ms [2021-03-09 04:00:36 main:574] : INFO : Epoch 1883 | loss: 0.0311366 | val_loss: 0.0311733 | Time: 1495.87 ms [2021-03-09 04:00:38 main:574] : INFO : Epoch 1884 | loss: 0.0311399 | val_loss: 0.0311672 | Time: 1920.89 ms [2021-03-09 04:00:40 main:574] : INFO : Epoch 1885 | loss: 0.0311366 | val_loss: 0.0311742 | Time: 1877.49 ms [2021-03-09 04:00:42 main:574] : INFO : Epoch 1886 | loss: 0.0311369 | val_loss: 0.0311751 | Time: 1888.23 ms [2021-03-09 04:00:44 main:574] : INFO : Epoch 1887 | loss: 0.0311489 | val_loss: 0.0311818 | Time: 1876.51 ms [2021-03-09 04:00:45 main:574] : INFO : Epoch 1888 | loss: 0.0311589 | val_loss: 0.0311744 | Time: 1706.67 ms [2021-03-09 04:00:47 main:574] : INFO : Epoch 1889 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 1717.7 ms [2021-03-09 04:00:49 main:574] : INFO : Epoch 1890 | loss: 0.0311531 | val_loss: 0.031173 | Time: 1948.99 ms [2021-03-09 04:00:51 main:574] : INFO : Epoch 1891 | loss: 0.0311507 | val_loss: 0.0311801 | Time: 1900.13 ms [2021-03-09 04:00:53 main:574] : INFO : Epoch 1892 | loss: 0.0311571 | val_loss: 0.0311731 | Time: 1927.83 ms [2021-03-09 04:00:55 main:574] : INFO : Epoch 1893 | loss: 0.0311496 | val_loss: 0.03117 | Time: 1916.79 ms [2021-03-09 04:00:56 main:574] : INFO : Epoch 1894 | loss: 0.0311463 | val_loss: 0.0311705 | Time: 1553.19 ms [2021-03-09 04:00:58 main:574] : INFO : Epoch 1895 | loss: 0.0311461 | val_loss: 0.0311718 | Time: 1942.28 ms [2021-03-09 04:01:00 main:574] : INFO : Epoch 1896 | loss: 0.0311452 | val_loss: 0.031169 | Time: 1884.91 ms [2021-03-09 04:01:02 main:574] : INFO : Epoch 1897 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 1881.14 ms [2021-03-09 04:01:04 main:574] : INFO : Epoch 1898 | loss: 0.0311432 | val_loss: 0.0311726 | Time: 1876.8 ms [2021-03-09 04:01:06 main:574] : INFO : Epoch 1899 | loss: 0.0311444 | val_loss: 0.0311754 | Time: 1601.17 ms [2021-03-09 04:01:07 main:574] : INFO : Epoch 1900 | loss: 0.0311473 | val_loss: 0.0311785 | Time: 1779.65 ms [2021-03-09 04:01:09 main:574] : INFO : Epoch 1901 | loss: 0.0311506 | val_loss: 0.0311708 | Time: 1885.27 ms [2021-03-09 04:01:11 main:574] : INFO : Epoch 1902 | loss: 0.0311497 | val_loss: 0.0311709 | Time: 1860.15 ms [2021-03-09 04:01:13 main:574] : INFO : Epoch 1903 | loss: 0.0311475 | val_loss: 0.0311749 | Time: 1863.44 ms [2021-03-09 04:01:15 main:574] : INFO : Epoch 1904 | loss: 0.0311447 | val_loss: 0.031173 | Time: 1866.9 ms [2021-03-09 04:01:16 main:574] : INFO : Epoch 1905 | loss: 0.0311426 | val_loss: 0.0311698 | Time: 1545.96 ms [2021-03-09 04:01:18 main:574] : INFO : Epoch 1906 | loss: 0.0311419 | val_loss: 0.0311712 | Time: 1901.06 ms [2021-03-09 04:01:20 main:574] : INFO : Epoch 1907 | loss: 0.0311423 | val_loss: 0.0311747 | Time: 1894.19 ms [2021-03-09 04:01:22 main:574] : INFO : Epoch 1908 | loss: 0.0311416 | val_loss: 0.0311731 | Time: 1847.95 ms [2021-03-09 04:01:24 main:574] : INFO : Epoch 1909 | loss: 0.031144 | val_loss: 0.0311723 | Time: 1914.68 ms [2021-03-09 04:01:26 main:574] : INFO : Epoch 1910 | loss: 0.0311468 | val_loss: 0.0311756 | Time: 1627.47 ms [2021-03-09 04:01:27 main:574] : INFO : Epoch 1911 | loss: 0.0311471 | val_loss: 0.0311736 | Time: 1790.57 ms [2021-03-09 04:01:29 main:574] : INFO : Epoch 1912 | loss: 0.0311419 | val_loss: 0.0311738 | Time: 1859.58 ms [2021-03-09 04:01:31 main:574] : INFO : Epoch 1913 | loss: 0.0311422 | val_loss: 0.0311761 | Time: 1875.04 ms [2021-03-09 04:01:33 main:574] : INFO : Epoch 1914 | loss: 0.0311427 | val_loss: 0.0311734 | Time: 1928.3 ms [2021-03-09 04:01:35 main:574] : INFO : Epoch 1915 | loss: 0.0311438 | val_loss: 0.0311723 | Time: 1816.42 ms [2021-03-09 04:01:36 main:574] : INFO : Epoch 1916 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 1565.96 ms [2021-03-09 04:01:38 main:574] : INFO : Epoch 1917 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 1941.49 ms [2021-03-09 04:01:40 main:574] : INFO : Epoch 1918 | loss: 0.0311535 | val_loss: 0.031172 | Time: 1896.95 ms [2021-03-09 04:01:42 main:574] : INFO : Epoch 1919 | loss: 0.0311527 | val_loss: 0.03117 | Time: 1873.92 ms [2021-03-09 04:01:44 main:574] : INFO : Epoch 1920 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 1898.36 ms [2021-03-09 04:01:46 main:574] : INFO : Epoch 1921 | loss: 0.0311462 | val_loss: 0.0311723 | Time: 1595.25 ms [2021-03-09 04:01:48 main:574] : INFO : Epoch 1922 | loss: 0.0311463 | val_loss: 0.0311668 | Time: 1772.74 ms [2021-03-09 04:01:49 main:574] : INFO : Epoch 1923 | loss: 0.0311444 | val_loss: 0.0311702 | Time: 1872.79 ms [2021-03-09 04:01:51 main:574] : INFO : Epoch 1924 | loss: 0.0311445 | val_loss: 0.0311709 | Time: 1870.49 ms [2021-03-09 04:01:53 main:574] : INFO : Epoch 1925 | loss: 0.0311411 | val_loss: 0.0311749 | Time: 1887.61 ms [2021-03-09 04:01:55 main:574] : INFO : Epoch 1926 | loss: 0.031144 | val_loss: 0.0311717 | Time: 1821.28 ms [2021-03-09 04:01:57 main:574] : INFO : Epoch 1927 | loss: 0.0311423 | val_loss: 0.0311762 | Time: 1579.58 ms [2021-03-09 04:01:58 main:574] : INFO : Epoch 1928 | loss: 0.0311412 | val_loss: 0.0311731 | Time: 1879.76 ms [2021-03-09 04:02:00 main:574] : INFO : Epoch 1929 | loss: 0.0311418 | val_loss: 0.0311718 | Time: 1884.37 ms [2021-03-09 04:02:02 main:574] : INFO : Epoch 1930 | loss: 0.0311375 | val_loss: 0.0311724 | Time: 1911.89 ms [2021-03-09 04:02:04 main:574] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311711 | Time: 1897.8 ms [2021-03-09 04:02:06 main:574] : INFO : Epoch 1932 | loss: 0.031138 | val_loss: 0.0311747 | Time: 1581.31 ms [2021-03-09 04:02:08 main:574] : INFO : Epoch 1933 | loss: 0.0311415 | val_loss: 0.0311782 | Time: 1775.73 ms [2021-03-09 04:02:10 main:574] : INFO : Epoch 1934 | loss: 0.0311447 | val_loss: 0.0311825 | Time: 1927.98 ms [2021-03-09 04:02:11 main:574] : INFO : Epoch 1935 | loss: 0.0311454 | val_loss: 0.0311726 | Time: 1896.7 ms [2021-03-09 04:02:13 main:574] : INFO : Epoch 1936 | loss: 0.0311441 | val_loss: 0.0311701 | Time: 1882.87 ms [2021-03-09 04:02:15 main:574] : INFO : Epoch 1937 | loss: 0.0311406 | val_loss: 0.0311691 | Time: 1770.77 ms [2021-03-09 04:02:17 main:574] : INFO : Epoch 1938 | loss: 0.0311394 | val_loss: 0.0311723 | Time: 1591.26 ms [2021-03-09 04:02:19 main:574] : INFO : Epoch 1939 | loss: 0.0311411 | val_loss: 0.0311724 | Time: 1900.94 ms [2021-03-09 04:02:20 main:574] : INFO : Epoch 1940 | loss: 0.0311386 | val_loss: 0.0311709 | Time: 1868.91 ms [2021-03-09 04:02:22 main:574] : INFO : Epoch 1941 | loss: 0.0311371 | val_loss: 0.0311709 | Time: 1890.73 ms [2021-03-09 04:02:24 main:574] : INFO : Epoch 1942 | loss: 0.0311378 | val_loss: 0.0311753 | Time: 1910.58 ms [2021-03-09 04:02:26 main:574] : INFO : Epoch 1943 | loss: 0.0311361 | val_loss: 0.031179 | Time: 1530.74 ms [2021-03-09 04:02:28 main:574] : INFO : Epoch 1944 | loss: 0.031144 | val_loss: 0.0311703 | Time: 1808.1 ms [2021-03-09 04:02:30 main:574] : INFO : Epoch 1945 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 1928.17 ms [2021-03-09 04:02:32 main:574] : INFO : Epoch 1946 | loss: 0.031146 | val_loss: 0.0311708 | Time: 1919.08 ms [2021-03-09 04:02:33 main:574] : INFO : Epoch 1947 | loss: 0.0311445 | val_loss: 0.031171 | Time: 1898.34 ms [2021-03-09 04:02:35 main:574] : INFO : Epoch 1948 | loss: 0.0311438 | val_loss: 0.0311687 | Time: 1782.69 ms [2021-03-09 04:02:37 main:574] : INFO : Epoch 1949 | loss: 0.0311421 | val_loss: 0.0311714 | Time: 1655.03 ms [2021-03-09 04:02:39 main:574] : INFO : Epoch 1950 | loss: 0.0311405 | val_loss: 0.0311677 | Time: 1909.16 ms [2021-03-09 04:02:41 main:574] : INFO : Epoch 1951 | loss: 0.0311386 | val_loss: 0.0311724 | Time: 1922.2 ms [2021-03-09 04:02:43 main:574] : INFO : Epoch 1952 | loss: 0.0311392 | val_loss: 0.0311733 | Time: 1873.01 ms [2021-03-09 04:02:45 main:574] : INFO : Epoch 1953 | loss: 0.0311417 | val_loss: 0.0311716 | Time: 1928.16 ms [2021-03-09 04:02:46 main:574] : INFO : Epoch 1954 | loss: 0.0311403 | val_loss: 0.0311705 | Time: 1519.44 ms [2021-03-09 04:02:48 main:574] : INFO : Epoch 1955 | loss: 0.0311412 | val_loss: 0.03117 | Time: 1860.98 ms [2021-03-09 04:02:50 main:574] : INFO : Epoch 1956 | loss: 0.0311427 | val_loss: 0.0311675 | Time: 1895.79 ms [2021-03-09 04:02:52 main:574] : INFO : Epoch 1957 | loss: 0.0311414 | val_loss: 0.0311677 | Time: 1949.38 ms [2021-03-09 04:02:54 main:574] : INFO : Epoch 1958 | loss: 0.0311393 | val_loss: 0.0311669 | Time: 1918.33 ms [2021-03-09 04:02:55 main:574] : INFO : Epoch 1959 | loss: 0.0311364 | val_loss: 0.0311655 | Time: 1682.59 ms [2021-03-09 04:02:57 main:574] : INFO : Epoch 1960 | loss: 0.0311353 | val_loss: 0.0311658 | Time: 1640.92 ms [2021-03-09 04:02:59 main:574] : INFO : Epoch 1961 | loss: 0.0311357 | val_loss: 0.0311689 | Time: 1855.5 ms [2021-03-09 04:03:01 main:574] : INFO : Epoch 1962 | loss: 0.0311373 | val_loss: 0.0311739 | Time: 1906.08 ms [2021-03-09 04:03:03 main:574] : INFO : Epoch 1963 | loss: 0.0311374 | val_loss: 0.0311664 | Time: 1887.84 ms [2021-03-09 04:03:05 main:574] : INFO : Epoch 1964 | loss: 0.0311365 | val_loss: 0.0311735 | Time: 1894.91 ms [2021-03-09 04:03:06 main:574] : INFO : Epoch 1965 | loss: 0.0311336 | val_loss: 0.0311705 | Time: 1480.21 ms [2021-03-09 04:03:08 main:574] : INFO : Epoch 1966 | loss: 0.0311334 | val_loss: 0.0311713 | Time: 1890.85 ms [2021-03-09 04:03:10 main:574] : INFO : Epoch 1967 | loss: 0.0311343 | val_loss: 0.0311739 | Time: 1885.81 ms [2021-03-09 04:03:12 main:574] : INFO : Epoch 1968 | loss: 0.0311333 | val_loss: 0.0311721 | Time: 1900.05 ms [2021-03-09 04:03:14 main:574] : INFO : Epoch 1969 | loss: 0.0311316 | val_loss: 0.0311715 | Time: 1956.05 ms [2021-03-09 04:03:16 main:574] : INFO : Epoch 1970 | loss: 0.0311331 | val_loss: 0.0311757 | Time: 1712.83 ms [2021-03-09 04:03:17 main:574] : INFO : Epoch 1971 | loss: 0.0311395 | val_loss: 0.0311782 | Time: 1635.38 ms [2021-03-09 04:03:19 main:574] : INFO : Epoch 1972 | loss: 0.03114 | val_loss: 0.0311744 | Time: 1888.62 ms [2021-03-09 04:03:21 main:574] : INFO : Epoch 1973 | loss: 0.0311403 | val_loss: 0.0311724 | Time: 1956.39 ms [2021-03-09 04:03:23 main:574] : INFO : Epoch 1974 | loss: 0.031138 | val_loss: 0.031171 | Time: 1902.99 ms [2021-03-09 04:03:25 main:574] : INFO : Epoch 1975 | loss: 0.0311367 | val_loss: 0.0311734 | Time: 1872.14 ms [2021-03-09 04:03:26 main:574] : INFO : Epoch 1976 | loss: 0.0311344 | val_loss: 0.0311735 | Time: 1482.36 ms [2021-03-09 04:03:28 main:574] : INFO : Epoch 1977 | loss: 0.0311321 | val_loss: 0.0311722 | Time: 1914.21 ms [2021-03-09 04:03:30 main:574] : INFO : Epoch 1978 | loss: 0.0311321 | val_loss: 0.0311868 | Time: 1865.9 ms [2021-03-09 04:03:32 main:574] : INFO : Epoch 1979 | loss: 0.0311343 | val_loss: 0.0311729 | Time: 1860.89 ms [2021-03-09 04:03:34 main:574] : INFO : Epoch 1980 | loss: 0.0311306 | val_loss: 0.0311753 | Time: 1869.49 ms [2021-03-09 04:03:36 main:574] : INFO : Epoch 1981 | loss: 0.0311297 | val_loss: 0.0311702 | Time: 1687.82 ms [2021-03-09 04:03:37 main:574] : INFO : Epoch 1982 | loss: 0.0311283 | val_loss: 0.031173 | Time: 1688.51 ms [2021-03-09 04:03:39 main:574] : INFO : Epoch 1983 | loss: 0.0311298 | val_loss: 0.0311813 | Time: 1845.6 ms [2021-03-09 04:03:41 main:574] : INFO : Epoch 1984 | loss: 0.0311289 | val_loss: 0.0311744 | Time: 1908.09 ms [2021-03-09 04:03:43 main:574] : INFO : Epoch 1985 | loss: 0.0311263 | val_loss: 0.0311756 | Time: 1839.93 ms [2021-03-09 04:03:45 main:574] : INFO : Epoch 1986 | loss: 0.0311268 | val_loss: 0.0311724 | Time: 1879.95 ms [2021-03-09 04:03:46 main:574] : INFO : Epoch 1987 | loss: 0.0311641 | val_loss: 0.0311776 | Time: 1487.04 ms [2021-03-09 04:03:48 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311724 | Time: 1853.03 ms [2021-03-09 04:03:50 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311695 | Time: 1857.23 ms [2021-03-09 04:03:52 main:574] : INFO : Epoch 1990 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 1884.51 ms [2021-03-09 04:03:54 main:574] : INFO : Epoch 1991 | loss: 0.0311616 | val_loss: 0.0311678 | Time: 1849.54 ms [2021-03-09 04:03:55 main:574] : INFO : Epoch 1992 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 1687.32 ms [2021-03-09 04:03:57 main:574] : INFO : Epoch 1993 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 1590.44 ms [2021-03-09 04:03:59 main:574] : INFO : Epoch 1994 | loss: 0.0311605 | val_loss: 0.0311675 | Time: 1894.17 ms [2021-03-09 04:04:01 main:574] : INFO : Epoch 1995 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 1888.86 ms [2021-03-09 04:04:03 main:574] : INFO : Epoch 1996 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 1889.44 ms [2021-03-09 04:04:05 main:574] : INFO : Epoch 1997 | loss: 0.031153 | val_loss: 0.031169 | Time: 1905.48 ms [2021-03-09 04:04:06 main:574] : INFO : Epoch 1998 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 1497.78 ms [2021-03-09 04:04:08 main:574] : INFO : Epoch 1999 | loss: 0.0311503 | val_loss: 0.0311664 | Time: 1834.98 ms [2021-03-09 04:04:10 main:574] : INFO : Epoch 2000 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 1899.02 ms [2021-03-09 04:04:12 main:574] : INFO : Epoch 2001 | loss: 0.0311484 | val_loss: 0.0311667 | Time: 1864.71 ms [2021-03-09 04:04:14 main:574] : INFO : Epoch 2002 | loss: 0.0311489 | val_loss: 0.031167 | Time: 1896.44 ms [2021-03-09 04:04:15 main:574] : INFO : Epoch 2003 | loss: 0.0311475 | val_loss: 0.0311666 | Time: 1710.41 ms [2021-03-09 04:04:17 main:574] : INFO : Epoch 2004 | loss: 0.0311478 | val_loss: 0.0311682 | Time: 1630.07 ms [2021-03-09 04:04:19 main:574] : INFO : Epoch 2005 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 1892.31 ms [2021-03-09 04:04:21 main:574] : INFO : Epoch 2006 | loss: 0.0311484 | val_loss: 0.0311735 | Time: 1881.46 ms [2021-03-09 04:04:23 main:574] : INFO : Epoch 2007 | loss: 0.031146 | val_loss: 0.0311706 | Time: 1886.07 ms [2021-03-09 04:04:25 main:574] : INFO : Epoch 2008 | loss: 0.0311451 | val_loss: 0.0311706 | Time: 1877.16 ms [2021-03-09 04:04:26 main:574] : INFO : Epoch 2009 | loss: 0.0311453 | val_loss: 0.0311698 | Time: 1529.55 ms [2021-03-09 04:04:28 main:574] : INFO : Epoch 2010 | loss: 0.0311445 | val_loss: 0.0311709 | Time: 1910.69 ms [2021-03-09 04:04:30 main:574] : INFO : Epoch 2011 | loss: 0.0311441 | val_loss: 0.0311724 | Time: 1863.38 ms [2021-03-09 04:04:32 main:574] : INFO : Epoch 2012 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 1832.89 ms [2021-03-09 04:04:34 main:574] : INFO : Epoch 2013 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 1805.04 ms [2021-03-09 04:04:35 main:574] : INFO : Epoch 2014 | loss: 0.031143 | val_loss: 0.0311716 | Time: 1692.31 ms [2021-03-09 04:04:37 main:574] : INFO : Epoch 2015 | loss: 0.0311445 | val_loss: 0.0311712 | Time: 1514.17 ms [2021-03-09 04:04:39 main:574] : INFO : Epoch 2016 | loss: 0.0311434 | val_loss: 0.0311718 | Time: 1800.11 ms [2021-03-09 04:04:41 main:574] : INFO : Epoch 2017 | loss: 0.0311425 | val_loss: 0.0311748 | Time: 1829.54 ms [2021-03-09 04:04:42 main:574] : INFO : Epoch 2018 | loss: 0.0311415 | val_loss: 0.0311713 | Time: 1902.09 ms [2021-03-09 04:04:44 main:574] : INFO : Epoch 2019 | loss: 0.0311413 | val_loss: 0.0311675 | Time: 1862.65 ms [2021-03-09 04:04:46 main:574] : INFO : Epoch 2020 | loss: 0.0311407 | val_loss: 0.0311719 | Time: 1588.29 ms [2021-03-09 04:04:48 main:574] : INFO : Epoch 2021 | loss: 0.0311423 | val_loss: 0.0311712 | Time: 1663.16 ms [2021-03-09 04:04:49 main:574] : INFO : Epoch 2022 | loss: 0.0311447 | val_loss: 0.0311693 | Time: 1937.35 ms [2021-03-09 04:04:51 main:574] : INFO : Epoch 2023 | loss: 0.0311443 | val_loss: 0.0311719 | Time: 1952.41 ms [2021-03-09 04:04:53 main:574] : INFO : Epoch 2024 | loss: 0.0311425 | val_loss: 0.0311734 | Time: 1871.14 ms [2021-03-09 04:04:55 main:574] : INFO : Epoch 2025 | loss: 0.0311457 | val_loss: 0.0311752 | Time: 1890.1 ms [2021-03-09 04:04:57 main:574] : INFO : Epoch 2026 | loss: 0.0311468 | val_loss: 0.0311688 | Time: 1500.1 ms [2021-03-09 04:04:59 main:574] : INFO : Epoch 2027 | loss: 0.0311462 | val_loss: 0.0311663 | Time: 1914.69 ms [2021-03-09 04:05:01 main:574] : INFO : Epoch 2028 | loss: 0.0311426 | val_loss: 0.0311674 | Time: 1905.42 ms [2021-03-09 04:05:02 main:574] : INFO : Epoch 2029 | loss: 0.0311433 | val_loss: 0.0311742 | Time: 1881.64 ms [2021-03-09 04:05:04 main:574] : INFO : Epoch 2030 | loss: 0.0311412 | val_loss: 0.0311688 | Time: 1839.24 ms [2021-03-09 04:05:06 main:574] : INFO : Epoch 2031 | loss: 0.0311396 | val_loss: 0.0311678 | Time: 1635.28 ms [2021-03-09 04:05:08 main:574] : INFO : Epoch 2032 | loss: 0.0311397 | val_loss: 0.0311721 | Time: 1760.64 ms [2021-03-09 04:05:10 main:574] : INFO : Epoch 2033 | loss: 0.0311406 | val_loss: 0.0311735 | Time: 1878.23 ms [2021-03-09 04:05:12 main:574] : INFO : Epoch 2034 | loss: 0.0311389 | val_loss: 0.0311734 | Time: 1891.57 ms [2021-03-09 04:05:13 main:574] : INFO : Epoch 2035 | loss: 0.0311392 | val_loss: 0.0311747 | Time: 1875.83 ms [2021-03-09 04:05:15 main:574] : INFO : Epoch 2036 | loss: 0.0311499 | val_loss: 0.031173 | Time: 1860.1 ms [2021-03-09 04:05:17 main:574] : INFO : Epoch 2037 | loss: 0.0311483 | val_loss: 0.0311753 | Time: 1505.21 ms [2021-03-09 04:05:19 main:574] : INFO : Epoch 2038 | loss: 0.0311459 | val_loss: 0.0311708 | Time: 1945.39 ms [2021-03-09 04:05:21 main:574] : INFO : Epoch 2039 | loss: 0.031146 | val_loss: 0.0311752 | Time: 1868.3 ms [2021-03-09 04:05:23 main:574] : INFO : Epoch 2040 | loss: 0.0311445 | val_loss: 0.0311703 | Time: 1865.94 ms [2021-03-09 04:05:24 main:574] : INFO : Epoch 2041 | loss: 0.0311452 | val_loss: 0.0311737 | Time: 1892.23 ms [2021-03-09 04:05:26 main:574] : INFO : Epoch 2042 | loss: 0.0311489 | val_loss: 0.0311694 | Time: 1618.04 ms [2021-03-09 04:05:28 main:574] : INFO : Epoch 2043 | loss: 0.0311463 | val_loss: 0.0311702 | Time: 1772.45 ms [2021-03-09 04:05:30 main:574] : INFO : Epoch 2044 | loss: 0.0311439 | val_loss: 0.0311704 | Time: 1896.02 ms [2021-03-09 04:05:32 main:574] : INFO : Epoch 2045 | loss: 0.0311458 | val_loss: 0.0311737 | Time: 1897.35 ms [2021-03-09 04:05:34 main:574] : INFO : Epoch 2046 | loss: 0.0311461 | val_loss: 0.031175 | Time: 2025.87 ms [2021-03-09 04:05:35 main:574] : INFO : Epoch 2047 | loss: 0.031143 | val_loss: 0.0311772 | Time: 1829.3 ms [2021-03-09 04:05:37 main:574] : INFO : Epoch 2048 | loss: 0.031142 | val_loss: 0.0311703 | Time: 1555.35 ms [2021-03-09 04:05:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703 [2021-03-09 04:05:37 main:603] : INFO : Saving end state to config to file [2021-03-09 04:05:37 main:608] : INFO : Success, exiting.. 04:05:37 (14772): 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)