Task 13686318
| Name | ParityModified-1647041596-15506-2-0_0 |
| Workunit | 10777338 |
| Created | 24 Mar 2022, 1:18:27 UTC |
| Sent | 31 Mar 2022, 1:36:12 UTC |
| Report deadline | 8 Apr 2022, 1:36:12 UTC |
| Received | 31 Mar 2022, 15:57:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 2 hours 18 min 24 sec |
| CPU time | 2 hours 16 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :42:07 main:574] : INFO : Epoch 1542 | loss: 0.03115 | val_loss: 0.0311727 | Time: 1803.67 ms [2022-03-31 09:42:09 main:574] : INFO : Epoch 1543 | loss: 0.0311501 | val_loss: 0.0311766 | Time: 1336.78 ms [2022-03-31 09:42:10 main:574] : INFO : Epoch 1544 | loss: 0.0311502 | val_loss: 0.031172 | Time: 1626.46 ms [2022-03-31 09:42:12 main:574] : INFO : Epoch 1545 | loss: 0.0311518 | val_loss: 0.0311745 | Time: 1794.56 ms [2022-03-31 09:42:14 main:574] : INFO : Epoch 1546 | loss: 0.031154 | val_loss: 0.0311757 | Time: 1772.28 ms [2022-03-31 09:42:16 main:574] : INFO : Epoch 1547 | loss: 0.0311522 | val_loss: 0.0311703 | Time: 1772.69 ms [2022-03-31 09:42:17 main:574] : INFO : Epoch 1548 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 1795.76 ms [2022-03-31 09:42:19 main:574] : INFO : Epoch 1549 | loss: 0.0311504 | val_loss: 0.0311723 | Time: 1372.09 ms [2022-03-31 09:42:20 main:574] : INFO : Epoch 1550 | loss: 0.0311505 | val_loss: 0.0311737 | Time: 1616.67 ms [2022-03-31 09:42:22 main:574] : INFO : Epoch 1551 | loss: 0.03115 | val_loss: 0.031172 | Time: 1807.08 ms [2022-03-31 09:42:24 main:574] : INFO : Epoch 1552 | loss: 0.0311506 | val_loss: 0.0311703 | Time: 1725.41 ms [2022-03-31 09:42:26 main:574] : INFO : Epoch 1553 | loss: 0.0311505 | val_loss: 0.0311733 | Time: 1714.19 ms [2022-03-31 09:42:27 main:574] : INFO : Epoch 1554 | loss: 0.0311501 | val_loss: 0.0311703 | Time: 1706.7 ms [2022-03-31 09:42:29 main:574] : INFO : Epoch 1555 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 1359.99 ms [2022-03-31 09:42:30 main:574] : INFO : Epoch 1556 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 1517.8 ms [2022-03-31 09:42:32 main:574] : INFO : Epoch 1557 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 1646.19 ms [2022-03-31 09:42:34 main:574] : INFO : Epoch 1558 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 1735.25 ms [2022-03-31 09:42:35 main:574] : INFO : Epoch 1559 | loss: 0.0311501 | val_loss: 0.0311722 | Time: 1690.98 ms [2022-03-31 09:42:37 main:574] : INFO : Epoch 1560 | loss: 0.031148 | val_loss: 0.0311706 | Time: 1708.23 ms [2022-03-31 09:42:39 main:574] : INFO : Epoch 1561 | loss: 0.0311473 | val_loss: 0.0311743 | Time: 1452.64 ms [2022-03-31 09:42:40 main:574] : INFO : Epoch 1562 | loss: 0.0311481 | val_loss: 0.0311709 | Time: 1395.85 ms [2022-03-31 09:42:42 main:574] : INFO : Epoch 1563 | loss: 0.0311454 | val_loss: 0.0311752 | Time: 1645.24 ms [2022-03-31 09:42:43 main:574] : INFO : Epoch 1564 | loss: 0.0311485 | val_loss: 0.0311679 | Time: 1642.16 ms [2022-03-31 09:42:45 main:574] : INFO : Epoch 1565 | loss: 0.0311453 | val_loss: 0.0311685 | Time: 1563.65 ms [2022-03-31 09:42:46 main:574] : INFO : Epoch 1566 | loss: 0.031146 | val_loss: 0.0311746 | Time: 1698.9 ms [2022-03-31 09:42:48 main:574] : INFO : Epoch 1567 | loss: 0.0311527 | val_loss: 0.0311743 | Time: 1655.21 ms [2022-03-31 09:42:49 main:574] : INFO : Epoch 1568 | loss: 0.0311512 | val_loss: 0.0311738 | Time: 1136.92 ms [2022-03-31 09:42:51 main:574] : INFO : Epoch 1569 | loss: 0.0311474 | val_loss: 0.0311744 | Time: 1673.76 ms [2022-03-31 09:42:53 main:574] : INFO : Epoch 1570 | loss: 0.0311477 | val_loss: 0.0311699 | Time: 1700.37 ms [2022-03-31 09:42:54 main:574] : INFO : Epoch 1571 | loss: 0.0311481 | val_loss: 0.0311712 | Time: 1578.37 ms [2022-03-31 09:42:56 main:574] : INFO : Epoch 1572 | loss: 0.0311492 | val_loss: 0.0311775 | Time: 1665.47 ms [2022-03-31 09:42:58 main:574] : INFO : Epoch 1573 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 1640.2 ms [2022-03-31 09:42:59 main:574] : INFO : Epoch 1574 | loss: 0.0311479 | val_loss: 0.0311773 | Time: 1320.56 ms [2022-03-31 09:43:00 main:574] : INFO : Epoch 1575 | loss: 0.0311491 | val_loss: 0.0311788 | Time: 1487.09 ms [2022-03-31 09:43:02 main:574] : INFO : Epoch 1576 | loss: 0.0311498 | val_loss: 0.0311744 | Time: 1702.65 ms [2022-03-31 09:43:04 main:574] : INFO : Epoch 1577 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 1705.35 ms [2022-03-31 09:43:05 main:574] : INFO : Epoch 1578 | loss: 0.0311491 | val_loss: 0.0311685 | Time: 1685.55 ms [2022-03-31 09:43:07 main:574] : INFO : Epoch 1579 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 1702.11 ms [2022-03-31 09:43:09 main:574] : INFO : Epoch 1580 | loss: 0.0311475 | val_loss: 0.0311696 | Time: 1374.17 ms [2022-03-31 09:43:10 main:574] : INFO : Epoch 1581 | loss: 0.0311453 | val_loss: 0.0311722 | Time: 1267.33 ms [2022-03-31 09:43:12 main:574] : INFO : Epoch 1582 | loss: 0.0311454 | val_loss: 0.0311767 | Time: 1759.89 ms [2022-03-31 09:43:13 main:574] : INFO : Epoch 1583 | loss: 0.0311445 | val_loss: 0.0311707 | Time: 1838.55 ms [2022-03-31 09:43:15 main:574] : INFO : Epoch 1584 | loss: 0.0311451 | val_loss: 0.0311774 | Time: 1832.12 ms [2022-03-31 09:43:17 main:574] : INFO : Epoch 1585 | loss: 0.0311479 | val_loss: 0.0311678 | Time: 1902.04 ms [2022-03-31 09:43:19 main:574] : INFO : Epoch 1586 | loss: 0.0311475 | val_loss: 0.0311687 | Time: 1549.54 ms [2022-03-31 09:43:20 main:574] : INFO : Epoch 1587 | loss: 0.0311456 | val_loss: 0.0311714 | Time: 1583.81 ms [2022-03-31 09:43:22 main:574] : INFO : Epoch 1588 | loss: 0.0311471 | val_loss: 0.0311689 | Time: 1839.75 ms [2022-03-31 09:43:24 main:574] : INFO : Epoch 1589 | loss: 0.0311476 | val_loss: 0.0311701 | Time: 1769.6 ms [2022-03-31 09:43:26 main:574] : INFO : Epoch 1590 | loss: 0.0311487 | val_loss: 0.0311698 | Time: 1912.16 ms [2022-03-31 09:43:28 main:574] : INFO : Epoch 1591 | loss: 0.0311468 | val_loss: 0.0311744 | Time: 1878.52 ms [2022-03-31 09:43:29 main:574] : INFO : Epoch 1592 | loss: 0.0311442 | val_loss: 0.0311703 | Time: 1275.11 ms [2022-03-31 09:43:31 main:574] : INFO : Epoch 1593 | loss: 0.0311442 | val_loss: 0.0311759 | Time: 1820.17 ms [2022-03-31 09:43:33 main:574] : INFO : Epoch 1594 | loss: 0.0311448 | val_loss: 0.0311721 | Time: 1775.05 ms [2022-03-31 09:43:34 main:574] : INFO : Epoch 1595 | loss: 0.0311455 | val_loss: 0.0311762 | Time: 1725.54 ms [2022-03-31 09:43:36 main:574] : INFO : Epoch 1596 | loss: 0.0311447 | val_loss: 0.031172 | Time: 1765.22 ms [2022-03-31 09:43:38 main:574] : INFO : Epoch 1597 | loss: 0.0311425 | val_loss: 0.0311709 | Time: 1673.47 ms [2022-03-31 09:43:39 main:574] : INFO : Epoch 1598 | loss: 0.0311456 | val_loss: 0.0311708 | Time: 1190.21 ms [2022-03-31 09:43:40 main:574] : INFO : Epoch 1599 | loss: 0.0311471 | val_loss: 0.031174 | Time: 1450.06 ms [2022-03-31 09:43:42 main:574] : INFO : Epoch 1600 | loss: 0.0311459 | val_loss: 0.031168 | Time: 1677.2 ms [2022-03-31 09:43:44 main:574] : INFO : Epoch 1601 | loss: 0.0311425 | val_loss: 0.0311752 | Time: 1685.23 ms [2022-03-31 09:43:45 main:574] : INFO : Epoch 1602 | loss: 0.0311426 | val_loss: 0.0311706 | Time: 1695.05 ms [2022-03-31 09:43:47 main:574] : INFO : Epoch 1603 | loss: 0.0311445 | val_loss: 0.0311755 | Time: 1728.16 ms [2022-03-31 09:43:49 main:574] : INFO : Epoch 1604 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 1476.56 ms [2022-03-31 09:43:50 main:574] : INFO : Epoch 1605 | loss: 0.0311452 | val_loss: 0.0311706 | Time: 1329.12 ms [2022-03-31 09:43:52 main:574] : INFO : Epoch 1606 | loss: 0.0311446 | val_loss: 0.0311768 | Time: 1696.56 ms [2022-03-31 09:43:53 main:574] : INFO : Epoch 1607 | loss: 0.0311438 | val_loss: 0.0311798 | Time: 1696.82 ms [2022-03-31 09:43:55 main:574] : INFO : Epoch 1608 | loss: 0.031146 | val_loss: 0.0311743 | Time: 1664.39 ms [2022-03-31 09:43:57 main:574] : INFO : Epoch 1609 | loss: 0.0311464 | val_loss: 0.0311749 | Time: 1711.45 ms [2022-03-31 09:43:58 main:574] : INFO : Epoch 1610 | loss: 0.0311442 | val_loss: 0.0311751 | Time: 1586.1 ms [2022-03-31 09:44:00 main:574] : INFO : Epoch 1611 | loss: 0.0311447 | val_loss: 0.0311741 | Time: 1223.33 ms [2022-03-31 09:44:01 main:574] : INFO : Epoch 1612 | loss: 0.0311522 | val_loss: 0.0311701 | Time: 1672.73 ms [2022-03-31 09:44:03 main:574] : INFO : Epoch 1613 | loss: 0.0311486 | val_loss: 0.031172 | Time: 1726.23 ms [2022-03-31 09:44:05 main:574] : INFO : Epoch 1614 | loss: 0.031146 | val_loss: 0.03117 | Time: 1721.09 ms [2022-03-31 09:44:06 main:574] : INFO : Epoch 1615 | loss: 0.0311454 | val_loss: 0.0311711 | Time: 1742.54 ms [2022-03-31 09:44:08 main:574] : INFO : Epoch 1616 | loss: 0.0311438 | val_loss: 0.031172 | Time: 1674.54 ms [2022-03-31 09:44:09 main:574] : INFO : Epoch 1617 | loss: 0.0311425 | val_loss: 0.0311728 | Time: 1236.47 ms [2022-03-31 09:44:11 main:574] : INFO : Epoch 1618 | loss: 0.0311471 | val_loss: 0.0311758 | Time: 1794.23 ms [2022-03-31 09:44:13 main:574] : INFO : Epoch 1619 | loss: 0.0312264 | val_loss: 0.0334254 | Time: 1926.64 ms [2022-03-31 09:44:15 main:574] : INFO : Epoch 1620 | loss: 0.034694 | val_loss: 0.0325104 | Time: 1744.12 ms [2022-03-31 09:44:17 main:574] : INFO : Epoch 1621 | loss: 0.0318334 | val_loss: 0.0314827 | Time: 1744.91 ms [2022-03-31 09:44:18 main:574] : INFO : Epoch 1622 | loss: 0.0313174 | val_loss: 0.0312425 | Time: 1705.17 ms [2022-03-31 09:44:19 main:574] : INFO : Epoch 1623 | loss: 0.0312076 | val_loss: 0.0311898 | Time: 1090.59 ms [2022-03-31 09:44:21 main:574] : INFO : Epoch 1624 | loss: 0.0311864 | val_loss: 0.0311849 | Time: 1745.73 ms [2022-03-31 09:44:23 main:574] : INFO : Epoch 1625 | loss: 0.0311834 | val_loss: 0.0311817 | Time: 1695.69 ms [2022-03-31 09:44:24 main:574] : INFO : Epoch 1626 | loss: 0.031182 | val_loss: 0.0311855 | Time: 1668.06 ms [2022-03-31 09:44:26 main:574] : INFO : Epoch 1627 | loss: 0.0311835 | val_loss: 0.0311814 | Time: 1718.49 ms [2022-03-31 09:44:28 main:574] : INFO : Epoch 1628 | loss: 0.0311829 | val_loss: 0.0311812 | Time: 1707.03 ms [2022-03-31 09:44:29 main:574] : INFO : Epoch 1629 | loss: 0.031181 | val_loss: 0.0311808 | Time: 1273.05 ms [2022-03-31 09:44:31 main:574] : INFO : Epoch 1630 | loss: 0.0311811 | val_loss: 0.031182 | Time: 1875.07 ms [2022-03-31 09:44:33 main:574] : INFO : Epoch 1631 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1726.34 ms [2022-03-31 09:44:34 main:574] : INFO : Epoch 1632 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 1682.41 ms [2022-03-31 09:44:36 main:574] : INFO : Epoch 1633 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 1756.48 ms [2022-03-31 09:44:38 main:574] : INFO : Epoch 1634 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1721.79 ms [2022-03-31 09:44:39 main:574] : INFO : Epoch 1635 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1241.21 ms [2022-03-31 09:44:41 main:574] : INFO : Epoch 1636 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 1916.62 ms [2022-03-31 09:44:43 main:574] : INFO : Epoch 1637 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 2073.53 ms [2022-03-31 09:44:45 main:574] : INFO : Epoch 1638 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 2003.16 ms [2022-03-31 09:44:47 main:574] : INFO : Epoch 1639 | loss: 0.031181 | val_loss: 0.0311867 | Time: 1836.32 ms [2022-03-31 09:44:49 main:574] : INFO : Epoch 1640 | loss: 0.0311843 | val_loss: 0.0311831 | Time: 1565.63 ms [2022-03-31 09:44:50 main:574] : INFO : Epoch 1641 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 1268.17 ms [2022-03-31 09:44:52 main:574] : INFO : Epoch 1642 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 1741.32 ms [2022-03-31 09:44:53 main:574] : INFO : Epoch 1643 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1753.95 ms [2022-03-31 09:44:55 main:574] : INFO : Epoch 1644 | loss: 0.0311809 | val_loss: 0.0311812 | Time: 1754.76 ms [2022-03-31 09:44:57 main:574] : INFO : Epoch 1645 | loss: 0.0311813 | val_loss: 0.0311801 | Time: 1752.31 ms [2022-03-31 09:44:59 main:574] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 1617.2 ms [2022-03-31 09:45:00 main:574] : INFO : Epoch 1647 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 1764.26 ms [2022-03-31 09:45:02 main:574] : INFO : Epoch 1648 | loss: 0.031181 | val_loss: 0.0311809 | Time: 1734.72 ms [2022-03-31 09:45:04 main:574] : INFO : Epoch 1649 | loss: 0.0311815 | val_loss: 0.0311811 | Time: 1731.96 ms [2022-03-31 09:45:06 main:574] : INFO : Epoch 1650 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 1743.85 ms [2022-03-31 09:45:07 main:574] : INFO : Epoch 1651 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 1764.75 ms [2022-03-31 09:45:09 main:574] : INFO : Epoch 1652 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1521.17 ms [2022-03-31 09:45:10 main:574] : INFO : Epoch 1653 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 1530.05 ms [2022-03-31 09:45:12 main:574] : INFO : Epoch 1654 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 1752.47 ms [2022-03-31 09:45:14 main:574] : INFO : Epoch 1655 | loss: 0.0311852 | val_loss: 0.0311838 | Time: 1751.04 ms [2022-03-31 09:45:16 main:574] : INFO : Epoch 1656 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 1793.16 ms [2022-03-31 09:45:17 main:574] : INFO : Epoch 1657 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1781.08 ms [2022-03-31 09:45:19 main:574] : INFO : Epoch 1658 | loss: 0.0311816 | val_loss: 0.0311824 | Time: 1489.53 ms [2022-03-31 09:45:20 main:574] : INFO : Epoch 1659 | loss: 0.0311812 | val_loss: 0.0311824 | Time: 1372.62 ms [2022-03-31 09:45:22 main:574] : INFO : Epoch 1660 | loss: 0.0311814 | val_loss: 0.03118 | Time: 1725.83 ms [2022-03-31 09:45:24 main:574] : INFO : Epoch 1661 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 1690.65 ms [2022-03-31 09:45:25 main:574] : INFO : Epoch 1662 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1763.33 ms [2022-03-31 09:45:27 main:574] : INFO : Epoch 1663 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 1745.28 ms [2022-03-31 09:45:29 main:574] : INFO : Epoch 1664 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1516.03 ms [2022-03-31 09:45:30 main:574] : INFO : Epoch 1665 | loss: 0.0311819 | val_loss: 0.031184 | Time: 1344.98 ms [2022-03-31 09:45:32 main:574] : INFO : Epoch 1666 | loss: 0.0311836 | val_loss: 0.0311803 | Time: 1766.03 ms [2022-03-31 09:45:34 main:574] : INFO : Epoch 1667 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 1783.13 ms [2022-03-31 09:45:35 main:574] : INFO : Epoch 1668 | loss: 0.031184 | val_loss: 0.0311822 | Time: 1820.23 ms [2022-03-31 09:45:37 main:574] : INFO : Epoch 1669 | loss: 0.0311818 | val_loss: 0.0311802 | Time: 1767.3 ms [2022-03-31 09:45:39 main:574] : INFO : Epoch 1670 | loss: 0.0311806 | val_loss: 0.0311805 | Time: 1514.08 ms [2022-03-31 09:45:40 main:574] : INFO : Epoch 1671 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1275.38 ms [2022-03-31 09:45:42 main:574] : INFO : Epoch 1672 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 1766.92 ms [2022-03-31 09:45:44 main:574] : INFO : Epoch 1673 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 1846.54 ms [2022-03-31 09:45:45 main:574] : INFO : Epoch 1674 | loss: 0.0311806 | val_loss: 0.0311805 | Time: 1757.74 ms [2022-03-31 09:45:47 main:574] : INFO : Epoch 1675 | loss: 0.0311823 | val_loss: 0.0311816 | Time: 1711.54 ms [2022-03-31 09:45:49 main:574] : INFO : Epoch 1676 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1579.85 ms [2022-03-31 09:45:50 main:574] : INFO : Epoch 1677 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 1546.2 ms [2022-03-31 09:45:52 main:574] : INFO : Epoch 1678 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1802.2 ms [2022-03-31 09:45:54 main:574] : INFO : Epoch 1679 | loss: 0.0311808 | val_loss: 0.03118 | Time: 1757.33 ms [2022-03-31 09:45:56 main:574] : INFO : Epoch 1680 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1779.9 ms [2022-03-31 09:45:57 main:574] : INFO : Epoch 1681 | loss: 0.031181 | val_loss: 0.0311826 | Time: 1852.01 ms [2022-03-31 09:45:59 main:574] : INFO : Epoch 1682 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 1564.01 ms [2022-03-31 09:46:01 main:574] : INFO : Epoch 1683 | loss: 0.031181 | val_loss: 0.0311798 | Time: 1721.4 ms [2022-03-31 09:46:03 main:574] : INFO : Epoch 1684 | loss: 0.0311809 | val_loss: 0.031181 | Time: 1799.7 ms [2022-03-31 09:46:04 main:574] : INFO : Epoch 1685 | loss: 0.0311811 | val_loss: 0.0311799 | Time: 1919.62 ms [2022-03-31 09:46:06 main:574] : INFO : Epoch 1686 | loss: 0.031181 | val_loss: 0.0311806 | Time: 1824.56 ms [2022-03-31 09:46:08 main:574] : INFO : Epoch 1687 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1861.14 ms [2022-03-31 09:46:09 main:574] : INFO : Epoch 1688 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 1207.76 ms [2022-03-31 09:46:11 main:574] : INFO : Epoch 1689 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 1719.3 ms [2022-03-31 09:46:13 main:574] : INFO : Epoch 1690 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1760.26 ms [2022-03-31 09:46:15 main:574] : INFO : Epoch 1691 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 1824.27 ms [2022-03-31 09:46:16 main:574] : INFO : Epoch 1692 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1762.63 ms [2022-03-31 09:46:18 main:574] : INFO : Epoch 1693 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 1791.1 ms [2022-03-31 09:46:20 main:574] : INFO : Epoch 1694 | loss: 0.0311824 | val_loss: 0.031184 | Time: 1355.92 ms [2022-03-31 09:46:21 main:574] : INFO : Epoch 1695 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 1771.42 ms [2022-03-31 09:46:23 main:574] : INFO : Epoch 1696 | loss: 0.0311824 | val_loss: 0.0311801 | Time: 1800.04 ms [2022-03-31 09:46:25 main:574] : INFO : Epoch 1697 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 1746.07 ms [2022-03-31 09:46:27 main:574] : INFO : Epoch 1698 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 1758.93 ms [2022-03-31 09:46:29 main:574] : INFO : Epoch 1699 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1850.23 ms [2022-03-31 09:46:30 main:574] : INFO : Epoch 1700 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 1133.55 ms [2022-03-31 09:46:31 main:574] : INFO : Epoch 1701 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 1710.54 ms [2022-03-31 09:46:33 main:574] : INFO : Epoch 1702 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 1680.76 ms [2022-03-31 09:46:35 main:574] : INFO : Epoch 1703 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 1752.05 ms [2022-03-31 09:46:37 main:574] : INFO : Epoch 1704 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 1954.91 ms [2022-03-31 09:46:38 main:574] : INFO : Epoch 1705 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1693.53 ms [2022-03-31 09:46:39 main:574] : INFO : Epoch 1706 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 996.189 ms [2022-03-31 09:46:41 main:574] : INFO : Epoch 1707 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 1696.6 ms [2022-03-31 09:46:43 main:574] : INFO : Epoch 1708 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 1684.54 ms [2022-03-31 09:46:45 main:574] : INFO : Epoch 1709 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 1683.85 ms [2022-03-31 09:46:46 main:574] : INFO : Epoch 1710 | loss: 0.0311816 | val_loss: 0.0311825 | Time: 1795.65 ms [2022-03-31 09:46:48 main:574] : INFO : Epoch 1711 | loss: 0.0311812 | val_loss: 0.0311799 | Time: 1698.32 ms [2022-03-31 09:46:49 main:574] : INFO : Epoch 1712 | loss: 0.0311816 | val_loss: 0.0311838 | Time: 1245.75 ms [2022-03-31 09:46:51 main:574] : INFO : Epoch 1713 | loss: 0.0311859 | val_loss: 0.0311861 | Time: 1567.66 ms [2022-03-31 09:46:53 main:574] : INFO : Epoch 1714 | loss: 0.031184 | val_loss: 0.0311813 | Time: 2082.21 ms [2022-03-31 09:46:55 main:574] : INFO : Epoch 1715 | loss: 0.0311837 | val_loss: 0.0311803 | Time: 1741.58 ms [2022-03-31 09:46:56 main:574] : INFO : Epoch 1716 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 1687.84 ms [2022-03-31 09:46:58 main:574] : INFO : Epoch 1717 | loss: 0.0311811 | val_loss: 0.03118 | Time: 1722.96 ms [2022-03-31 09:46:59 main:574] : INFO : Epoch 1718 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1200.56 ms [2022-03-31 09:47:01 main:574] : INFO : Epoch 1719 | loss: 0.0311818 | val_loss: 0.0311803 | Time: 1565.35 ms [2022-03-31 09:47:03 main:574] : INFO : Epoch 1720 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 1699.5 ms [2022-03-31 09:47:04 main:574] : INFO : Epoch 1721 | loss: 0.0311847 | val_loss: 0.0311818 | Time: 1713.97 ms [2022-03-31 09:47:06 main:574] : INFO : Epoch 1722 | loss: 0.031181 | val_loss: 0.0311803 | Time: 1744.41 ms [2022-03-31 09:47:08 main:574] : INFO : Epoch 1723 | loss: 0.0311811 | val_loss: 0.0311806 | Time: 1785.05 ms [2022-03-31 09:47:09 main:574] : INFO : Epoch 1724 | loss: 0.0311812 | val_loss: 0.0311799 | Time: 1406.67 ms [2022-03-31 09:47:11 main:574] : INFO : Epoch 1725 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1604.86 ms [2022-03-31 09:47:13 main:574] : INFO : Epoch 1726 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1775.25 ms [2022-03-31 09:47:14 main:574] : INFO : Epoch 1727 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 1749.27 ms [2022-03-31 09:47:16 main:574] : INFO : Epoch 1728 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 1781.9 ms [2022-03-31 09:47:18 main:574] : INFO : Epoch 1729 | loss: 0.0311811 | val_loss: 0.03118 | Time: 1812.86 ms [2022-03-31 09:47:19 main:574] : INFO : Epoch 1730 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1295.77 ms [2022-03-31 09:47:21 main:574] : INFO : Epoch 1731 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 1582.22 ms [2022-03-31 09:47:23 main:574] : INFO : Epoch 1732 | loss: 0.0311816 | val_loss: 0.0311801 | Time: 1758.8 ms [2022-03-31 09:47:24 main:574] : INFO : Epoch 1733 | loss: 0.031181 | val_loss: 0.031185 | Time: 1823.06 ms [2022-03-31 09:47:26 main:574] : INFO : Epoch 1734 | loss: 0.0311863 | val_loss: 0.0311823 | Time: 1813.26 ms [2022-03-31 09:47:28 main:574] : INFO : Epoch 1735 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 1748.17 ms [2022-03-31 09:47:29 main:574] : INFO : Epoch 1736 | loss: 0.0311811 | val_loss: 0.0311799 | Time: 1290.36 ms [2022-03-31 09:47:31 main:574] : INFO : Epoch 1737 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 1636.74 ms [2022-03-31 09:47:33 main:574] : INFO : Epoch 1738 | loss: 0.0311802 | val_loss: 0.03118 | Time: 1765.53 ms [2022-03-31 09:47:34 main:574] : INFO : Epoch 1739 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1738.63 ms [2022-03-31 09:47:36 main:574] : INFO : Epoch 1740 | loss: 0.0311813 | val_loss: 0.03118 | Time: 1769.71 ms [2022-03-31 09:47:38 main:574] : INFO : Epoch 1741 | loss: 0.0311806 | val_loss: 0.031181 | Time: 1783.19 ms [2022-03-31 09:47:39 main:574] : INFO : Epoch 1742 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 1339.02 ms [2022-03-31 09:47:41 main:574] : INFO : Epoch 1743 | loss: 0.031182 | val_loss: 0.0311814 | Time: 1646.32 ms [2022-03-31 09:47:43 main:574] : INFO : Epoch 1744 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1772.41 ms [2022-03-31 09:47:45 main:574] : INFO : Epoch 1745 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 1788.74 ms [2022-03-31 09:47:46 main:574] : INFO : Epoch 1746 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 1787.76 ms [2022-03-31 09:47:48 main:574] : INFO : Epoch 1747 | loss: 0.0311813 | val_loss: 0.03118 | Time: 1796.93 ms [2022-03-31 09:47:49 main:574] : INFO : Epoch 1748 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 1239.17 ms [2022-03-31 09:47:51 main:574] : INFO : Epoch 1749 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 1628.06 ms [2022-03-31 09:47:53 main:574] : INFO : Epoch 1750 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 1853.59 ms [2022-03-31 09:47:55 main:574] : INFO : Epoch 1751 | loss: 0.0311831 | val_loss: 0.03118 | Time: 1777.38 ms [2022-03-31 09:47:56 main:574] : INFO : Epoch 1752 | loss: 0.0311816 | val_loss: 0.0311799 | Time: 1807.93 ms [2022-03-31 09:47:58 main:574] : INFO : Epoch 1753 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1719.54 ms [2022-03-31 09:47:59 main:574] : INFO : Epoch 1754 | loss: 0.0311813 | val_loss: 0.0311799 | Time: 1273.49 ms [2022-03-31 09:48:01 main:574] : INFO : Epoch 1755 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 1721.09 ms [2022-03-31 09:48:03 main:574] : INFO : Epoch 1756 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 1779.29 ms [2022-03-31 09:48:05 main:574] : INFO : Epoch 1757 | loss: 0.0311814 | val_loss: 0.031181 | Time: 1802.95 ms [2022-03-31 09:48:07 main:574] : INFO : Epoch 1758 | loss: 0.0311847 | val_loss: 0.031182 | Time: 1768.28 ms [2022-03-31 09:48:08 main:574] : INFO : Epoch 1759 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 1916.03 ms [2022-03-31 09:48:10 main:574] : INFO : Epoch 1760 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 1171.13 ms [2022-03-31 09:48:11 main:574] : INFO : Epoch 1761 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1743.82 ms [2022-03-31 09:48:13 main:574] : INFO : Epoch 1762 | loss: 0.0311804 | val_loss: 0.03118 | Time: 1809.12 ms [2022-03-31 09:48:15 main:574] : INFO : Epoch 1763 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 1756.56 ms [2022-03-31 09:48:17 main:574] : INFO : Epoch 1764 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 1758.82 ms [2022-03-31 09:48:18 main:574] : INFO : Epoch 1765 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 1779.61 ms [2022-03-31 09:48:20 main:574] : INFO : Epoch 1766 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 1150.86 ms [2022-03-31 09:48:22 main:574] : INFO : Epoch 1767 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 1942.24 ms [2022-03-31 09:48:23 main:574] : INFO : Epoch 1768 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 1801.1 ms [2022-03-31 09:48:25 main:574] : INFO : Epoch 1769 | loss: 0.0311826 | val_loss: 0.0311801 | Time: 1797.32 ms [2022-03-31 09:48:27 main:574] : INFO : Epoch 1770 | loss: 0.0311826 | val_loss: 0.0311801 | Time: 1798.18 ms [2022-03-31 09:48:29 main:574] : INFO : Epoch 1771 | loss: 0.031182 | val_loss: 0.0311815 | Time: 1745.45 ms [2022-03-31 09:48:30 main:574] : INFO : Epoch 1772 | loss: 0.031181 | val_loss: 0.031187 | Time: 1250.38 ms [2022-03-31 09:48:32 main:574] : INFO : Epoch 1773 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 1786.94 ms [2022-03-31 09:48:34 main:574] : INFO : Epoch 1774 | loss: 0.0311814 | val_loss: 0.0311815 | Time: 1782.94 ms [2022-03-31 09:48:35 main:574] : INFO : Epoch 1775 | loss: 0.031182 | val_loss: 0.0311804 | Time: 1755.44 ms [2022-03-31 09:48:37 main:574] : INFO : Epoch 1776 | loss: 0.0311833 | val_loss: 0.0311805 | Time: 1931.04 ms [2022-03-31 09:48:39 main:574] : INFO : Epoch 1777 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 1644.81 ms [2022-03-31 09:48:40 main:574] : INFO : Epoch 1778 | loss: 0.0311815 | val_loss: 0.0311802 | Time: 1224.41 ms [2022-03-31 09:48:42 main:574] : INFO : Epoch 1779 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1760.6 ms [2022-03-31 09:48:44 main:574] : INFO : Epoch 1780 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1740.11 ms [2022-03-31 09:48:45 main:574] : INFO : Epoch 1781 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 1823.86 ms [2022-03-31 09:48:47 main:574] : INFO : Epoch 1782 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1781.81 ms [2022-03-31 09:48:49 main:574] : INFO : Epoch 1783 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 1677.14 ms [2022-03-31 09:48:50 main:574] : INFO : Epoch 1784 | loss: 0.0311815 | val_loss: 0.0311799 | Time: 1189.79 ms [2022-03-31 09:48:52 main:574] : INFO : Epoch 1785 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 1853.69 ms [2022-03-31 09:48:54 main:574] : INFO : Epoch 1786 | loss: 0.0311815 | val_loss: 0.0311803 | Time: 1762.41 ms [2022-03-31 09:48:56 main:574] : INFO : Epoch 1787 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 1780.02 ms [2022-03-31 09:48:57 main:574] : INFO : Epoch 1788 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1742.73 ms [2022-03-31 09:48:59 main:574] : INFO : Epoch 1789 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1685.71 ms [2022-03-31 09:49:00 main:574] : INFO : Epoch 1790 | loss: 0.0311824 | val_loss: 0.0311804 | Time: 1371.15 ms [2022-03-31 09:49:02 main:574] : INFO : Epoch 1791 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 1688.06 ms [2022-03-31 09:49:04 main:574] : INFO : Epoch 1792 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 1669.94 ms [2022-03-31 09:49:05 main:574] : INFO : Epoch 1793 | loss: 0.0311803 | val_loss: 0.03118 | Time: 1702.82 ms [2022-03-31 09:49:07 main:574] : INFO : Epoch 1794 | loss: 0.0311809 | val_loss: 0.031182 | Time: 1863.24 ms [2022-03-31 09:49:09 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 1589.17 ms [2022-03-31 09:49:10 main:574] : INFO : Epoch 1796 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 1115.42 ms [2022-03-31 09:49:12 main:574] : INFO : Epoch 1797 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 1683.8 ms [2022-03-31 09:49:13 main:574] : INFO : Epoch 1798 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 1719.19 ms [2022-03-31 09:49:15 main:574] : INFO : Epoch 1799 | loss: 0.0311823 | val_loss: 0.031185 | Time: 1727.04 ms [2022-03-31 09:49:17 main:574] : INFO : Epoch 1800 | loss: 0.0311813 | val_loss: 0.0311802 | Time: 1692.21 ms [2022-03-31 09:49:18 main:574] : INFO : Epoch 1801 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 1694.79 ms [2022-03-31 09:49:20 main:574] : INFO : Epoch 1802 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 1209.39 ms [2022-03-31 09:49:21 main:574] : INFO : Epoch 1803 | loss: 0.0311814 | val_loss: 0.0311813 | Time: 1582.73 ms [2022-03-31 09:49:23 main:574] : INFO : Epoch 1804 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1695.95 ms [2022-03-31 09:49:25 main:574] : INFO : Epoch 1805 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 1724.87 ms [2022-03-31 09:49:26 main:574] : INFO : Epoch 1806 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 1708.64 ms [2022-03-31 09:49:28 main:574] : INFO : Epoch 1807 | loss: 0.0311818 | val_loss: 0.0311858 | Time: 1669.62 ms [2022-03-31 09:49:29 main:574] : INFO : Epoch 1808 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 1299.59 ms [2022-03-31 09:49:31 main:574] : INFO : Epoch 1809 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 1691.25 ms [2022-03-31 09:49:33 main:574] : INFO : Epoch 1810 | loss: 0.0311807 | val_loss: 0.03118 | Time: 1842.88 ms [2022-03-31 09:49:35 main:574] : INFO : Epoch 1811 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 1738.07 ms [2022-03-31 09:49:36 main:574] : INFO : Epoch 1812 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 1783.23 ms [2022-03-31 09:49:38 main:574] : INFO : Epoch 1813 | loss: 0.0311829 | val_loss: 0.0311802 | Time: 1666.77 ms [2022-03-31 09:49:39 main:574] : INFO : Epoch 1814 | loss: 0.0311809 | val_loss: 0.0311801 | Time: 1271.48 ms [2022-03-31 09:49:41 main:574] : INFO : Epoch 1815 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 1494.5 ms [2022-03-31 09:49:43 main:574] : INFO : Epoch 1816 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 1705.95 ms [2022-03-31 09:49:44 main:574] : INFO : Epoch 1817 | loss: 0.0311822 | val_loss: 0.0311805 | Time: 1730.01 ms [2022-03-31 09:49:46 main:574] : INFO : Epoch 1818 | loss: 0.0311815 | val_loss: 0.0311812 | Time: 1696.23 ms [2022-03-31 09:49:48 main:574] : INFO : Epoch 1819 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1709.33 ms [2022-03-31 09:49:49 main:574] : INFO : Epoch 1820 | loss: 0.0311829 | val_loss: 0.0311806 | Time: 1438.69 ms [2022-03-31 09:49:51 main:574] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 1315.86 ms [2022-03-31 09:49:52 main:574] : INFO : Epoch 1822 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 1703.53 ms [2022-03-31 09:49:54 main:574] : INFO : Epoch 1823 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 1664.19 ms [2022-03-31 09:49:56 main:574] : INFO : Epoch 1824 | loss: 0.0311817 | val_loss: 0.03118 | Time: 1720.99 ms [2022-03-31 09:49:57 main:574] : INFO : Epoch 1825 | loss: 0.031181 | val_loss: 0.0311836 | Time: 1714.01 ms [2022-03-31 09:49:59 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 1730.82 ms [2022-03-31 09:50:00 main:574] : INFO : Epoch 1827 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 1325.02 ms [2022-03-31 09:50:02 main:574] : INFO : Epoch 1828 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 1944.33 ms [2022-03-31 09:50:04 main:574] : INFO : Epoch 1829 | loss: 0.0311811 | val_loss: 0.031182 | Time: 1832.68 ms [2022-03-31 09:50:06 main:574] : INFO : Epoch 1830 | loss: 0.0311817 | val_loss: 0.0311825 | Time: 1787.64 ms [2022-03-31 09:50:08 main:574] : INFO : Epoch 1831 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1672.21 ms [2022-03-31 09:50:09 main:574] : INFO : Epoch 1832 | loss: 0.0311808 | val_loss: 0.0311802 | Time: 1523.62 ms [2022-03-31 09:50:11 main:574] : INFO : Epoch 1833 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 1526.18 ms [2022-03-31 09:50:13 main:574] : INFO : Epoch 1834 | loss: 0.0311805 | val_loss: 0.03118 | Time: 1910.62 ms [2022-03-31 09:50:14 main:574] : INFO : Epoch 1835 | loss: 0.031182 | val_loss: 0.031182 | Time: 1699.26 ms [2022-03-31 09:50:16 main:574] : INFO : Epoch 1836 | loss: 0.0311811 | val_loss: 0.03118 | Time: 1716.83 ms [2022-03-31 09:50:18 main:574] : INFO : Epoch 1837 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1698.99 ms [2022-03-31 09:50:19 main:574] : INFO : Epoch 1838 | loss: 0.0311814 | val_loss: 0.0311799 | Time: 1456.94 ms [2022-03-31 09:50:20 main:574] : INFO : Epoch 1839 | loss: 0.0311823 | val_loss: 0.0311808 | Time: 1269.52 ms [2022-03-31 09:50:22 main:574] : INFO : Epoch 1840 | loss: 0.031181 | val_loss: 0.0311799 | Time: 1692.87 ms [2022-03-31 09:50:24 main:574] : INFO : Epoch 1841 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 1703.77 ms [2022-03-31 09:50:26 main:574] : INFO : Epoch 1842 | loss: 0.031181 | val_loss: 0.03118 | Time: 1671.36 ms [2022-03-31 09:50:27 main:574] : INFO : Epoch 1843 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 1701.11 ms [2022-03-31 09:50:29 main:574] : INFO : Epoch 1844 | loss: 0.031183 | val_loss: 0.031182 | Time: 1655.89 ms [2022-03-31 09:50:30 main:574] : INFO : Epoch 1845 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 1093.57 ms [2022-03-31 09:50:32 main:574] : INFO : Epoch 1846 | loss: 0.0311819 | val_loss: 0.0311808 | Time: 1681.17 ms [2022-03-31 09:50:33 main:574] : INFO : Epoch 1847 | loss: 0.031181 | val_loss: 0.03118 | Time: 1671.43 ms [2022-03-31 09:50:35 main:574] : INFO : Epoch 1848 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 1709.36 ms [2022-03-31 09:50:37 main:574] : INFO : Epoch 1849 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 1697.04 ms [2022-03-31 09:50:38 main:574] : INFO : Epoch 1850 | loss: 0.0311814 | val_loss: 0.0311804 | Time: 1713.81 ms [2022-03-31 09:50:40 main:574] : INFO : Epoch 1851 | loss: 0.031181 | val_loss: 0.03118 | Time: 1159.73 ms [2022-03-31 09:50:41 main:574] : INFO : Epoch 1852 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 1673.29 ms [2022-03-31 09:50:43 main:574] : INFO : Epoch 1853 | loss: 0.0311812 | val_loss: 0.0311799 | Time: 1816.29 ms [2022-03-31 09:50:45 main:574] : INFO : Epoch 1854 | loss: 0.031181 | val_loss: 0.0311803 | Time: 1800.59 ms [2022-03-31 09:50:47 main:574] : INFO : Epoch 1855 | loss: 0.031181 | val_loss: 0.0311823 | Time: 1853.07 ms [2022-03-31 09:50:49 main:574] : INFO : Epoch 1856 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 2012.55 ms [2022-03-31 09:51:00 main:574] : INFO : Epoch 1857 | loss: 0.0311815 | val_loss: 0.0311822 | Time: 11472.4 ms [2022-03-31 09:51:02 main:574] : INFO : Epoch 1858 | loss: 0.031181 | val_loss: 0.03118 | Time: 1817.74 ms [2022-03-31 09:51:04 main:574] : INFO : Epoch 1859 | loss: 0.0311813 | val_loss: 0.03118 | Time: 1846.68 ms [2022-03-31 09:51:06 main:574] : INFO : Epoch 1860 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 1820.97 ms [2022-03-31 09:51:08 main:574] : INFO : Epoch 1861 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 1920.08 ms [2022-03-31 09:51:09 main:574] : INFO : Epoch 1862 | loss: 0.0311823 | val_loss: 0.0311801 | Time: 1642.92 ms [2022-03-31 09:51:11 main:574] : INFO : Epoch 1863 | loss: 0.0311819 | val_loss: 0.0311881 | Time: 1512.24 ms [2022-03-31 09:51:13 main:574] : INFO : Epoch 1864 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 1772.89 ms [2022-03-31 09:51:14 main:574] : INFO : Epoch 1865 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 1792.58 ms [2022-03-31 09:51:16 main:574] : INFO : Epoch 1866 | loss: 0.0311823 | val_loss: 0.0311801 | Time: 1814.14 ms [2022-03-31 09:51:18 main:574] : INFO : Epoch 1867 | loss: 0.031181 | val_loss: 0.0311802 | Time: 1787.32 ms [2022-03-31 09:51:19 main:574] : INFO : Epoch 1868 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 1464.77 ms [2022-03-31 09:51:21 main:574] : INFO : Epoch 1869 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 1434.37 ms [2022-03-31 09:51:23 main:574] : INFO : Epoch 1870 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 1750.42 ms [2022-03-31 09:51:24 main:574] : INFO : Epoch 1871 | loss: 0.0311814 | val_loss: 0.0311799 | Time: 1753.14 ms [2022-03-31 09:51:26 main:574] : INFO : Epoch 1872 | loss: 0.0311806 | val_loss: 0.0311805 | Time: 1849.32 ms [2022-03-31 09:51:28 main:574] : INFO : Epoch 1873 | loss: 0.0311816 | val_loss: 0.03118 | Time: 1793.61 ms [2022-03-31 09:51:30 main:574] : INFO : Epoch 1874 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 1477.67 ms [2022-03-31 09:51:31 main:574] : INFO : Epoch 1875 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 1477.39 ms [2022-03-31 09:51:33 main:574] : INFO : Epoch 1876 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1758.52 ms [2022-03-31 09:51:35 main:574] : INFO : Epoch 1877 | loss: 0.031181 | val_loss: 0.0311804 | Time: 1765.92 ms [2022-03-31 09:51:36 main:574] : INFO : Epoch 1878 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 1739.88 ms [2022-03-31 09:51:38 main:574] : INFO : Epoch 1879 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 1804.92 ms [2022-03-31 09:51:39 main:574] : INFO : Epoch 1880 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 1357.52 ms [2022-03-31 09:51:41 main:574] : INFO : Epoch 1881 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 1408.95 ms [2022-03-31 09:51:43 main:574] : INFO : Epoch 1882 | loss: 0.031182 | val_loss: 0.0311852 | Time: 1866.89 ms [2022-03-31 09:51:45 main:574] : INFO : Epoch 1883 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 1849.11 ms [2022-03-31 09:51:46 main:574] : INFO : Epoch 1884 | loss: 0.0311842 | val_loss: 0.0311803 | Time: 1794.75 ms [2022-03-31 09:51:48 main:574] : INFO : Epoch 1885 | loss: 0.0311841 | val_loss: 0.0311809 | Time: 1849.36 ms [2022-03-31 09:51:50 main:574] : INFO : Epoch 1886 | loss: 0.0311816 | val_loss: 0.0311804 | Time: 1403.25 ms [2022-03-31 09:51:51 main:574] : INFO : Epoch 1887 | loss: 0.0311805 | val_loss: 0.0311825 | Time: 1615.24 ms [2022-03-31 09:51:53 main:574] : INFO : Epoch 1888 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 1800.87 ms [2022-03-31 09:51:55 main:574] : INFO : Epoch 1889 | loss: 0.031181 | val_loss: 0.03118 | Time: 1785.78 ms [2022-03-31 09:51:57 main:574] : INFO : Epoch 1890 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1766.69 ms [2022-03-31 09:51:58 main:574] : INFO : Epoch 1891 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 1789.38 ms [2022-03-31 09:52:00 main:574] : INFO : Epoch 1892 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 1327.17 ms [2022-03-31 09:52:01 main:574] : INFO : Epoch 1893 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 1591.04 ms [2022-03-31 09:52:03 main:574] : INFO : Epoch 1894 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1692.29 ms [2022-03-31 09:52:05 main:574] : INFO : Epoch 1895 | loss: 0.0311814 | val_loss: 0.03118 | Time: 1723.85 ms [2022-03-31 09:52:06 main:574] : INFO : Epoch 1896 | loss: 0.0311804 | val_loss: 0.03118 | Time: 1710.07 ms [2022-03-31 09:52:08 main:574] : INFO : Epoch 1897 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1755.22 ms [2022-03-31 09:52:10 main:574] : INFO : Epoch 1898 | loss: 0.0311817 | val_loss: 0.0311818 | Time: 1412.43 ms [2022-03-31 09:52:11 main:574] : INFO : Epoch 1899 | loss: 0.031183 | val_loss: 0.0311807 | Time: 1563.83 ms [2022-03-31 09:52:13 main:574] : INFO : Epoch 1900 | loss: 0.0311823 | val_loss: 0.0311798 | Time: 1881.94 ms [2022-03-31 09:52:15 main:574] : INFO : Epoch 1901 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1849.91 ms [2022-03-31 09:52:17 main:574] : INFO : Epoch 1902 | loss: 0.0311806 | val_loss: 0.0311805 | Time: 1791.61 ms [2022-03-31 09:52:19 main:574] : INFO : Epoch 1903 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1869.33 ms [2022-03-31 09:52:20 main:574] : INFO : Epoch 1904 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 1320.05 ms [2022-03-31 09:52:22 main:574] : INFO : Epoch 1905 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1694.86 ms [2022-03-31 09:52:23 main:574] : INFO : Epoch 1906 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 1713.64 ms [2022-03-31 09:52:25 main:574] : INFO : Epoch 1907 | loss: 0.0311818 | val_loss: 0.0311827 | Time: 1783.86 ms [2022-03-31 09:52:27 main:574] : INFO : Epoch 1908 | loss: 0.0311821 | val_loss: 0.0311802 | Time: 1780.38 ms [2022-03-31 09:52:29 main:574] : INFO : Epoch 1909 | loss: 0.031181 | val_loss: 0.0311816 | Time: 1735.4 ms [2022-03-31 09:52:30 main:574] : INFO : Epoch 1910 | loss: 0.0311819 | val_loss: 0.0311817 | Time: 1206.21 ms [2022-03-31 09:52:32 main:574] : INFO : Epoch 1911 | loss: 0.0311808 | val_loss: 0.0311837 | Time: 1648.5 ms [2022-03-31 09:52:33 main:574] : INFO : Epoch 1912 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 1727.59 ms [2022-03-31 09:52:35 main:574] : INFO : Epoch 1913 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 1745.88 ms [2022-03-31 09:52:37 main:574] : INFO : Epoch 1914 | loss: 0.0311872 | val_loss: 0.0311853 | Time: 1734.34 ms [2022-03-31 09:52:39 main:574] : INFO : Epoch 1915 | loss: 0.0311824 | val_loss: 0.0311799 | Time: 1841.01 ms [2022-03-31 09:52:40 main:574] : INFO : Epoch 1916 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1324.97 ms [2022-03-31 09:52:42 main:574] : INFO : Epoch 1917 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 1835.74 ms [2022-03-31 09:52:44 main:574] : INFO : Epoch 1918 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1814.02 ms [2022-03-31 09:52:45 main:574] : INFO : Epoch 1919 | loss: 0.0311813 | val_loss: 0.0311805 | Time: 1793.2 ms [2022-03-31 09:52:47 main:574] : INFO : Epoch 1920 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 1756.53 ms [2022-03-31 09:52:49 main:574] : INFO : Epoch 1921 | loss: 0.0311803 | val_loss: 0.0311806 | Time: 1787.9 ms [2022-03-31 09:52:50 main:574] : INFO : Epoch 1922 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 1243.14 ms [2022-03-31 09:52:52 main:574] : INFO : Epoch 1923 | loss: 0.0311837 | val_loss: 0.0311799 | Time: 1768.28 ms [2022-03-31 09:52:54 main:574] : INFO : Epoch 1924 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 1806.61 ms [2022-03-31 09:52:56 main:574] : INFO : Epoch 1925 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1894.86 ms [2022-03-31 09:52:57 main:574] : INFO : Epoch 1926 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 1779.56 ms [2022-03-31 09:52:59 main:574] : INFO : Epoch 1927 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 1744.51 ms [2022-03-31 09:53:00 main:574] : INFO : Epoch 1928 | loss: 0.0311818 | val_loss: 0.0311808 | Time: 1196.76 ms [2022-03-31 09:53:02 main:574] : INFO : Epoch 1929 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 1683.46 ms [2022-03-31 09:53:04 main:574] : INFO : Epoch 1930 | loss: 0.031181 | val_loss: 0.0311815 | Time: 1747.78 ms [2022-03-31 09:53:06 main:574] : INFO : Epoch 1931 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 1725.59 ms [2022-03-31 09:53:07 main:574] : INFO : Epoch 1932 | loss: 0.031181 | val_loss: 0.0311798 | Time: 1724.39 ms [2022-03-31 09:53:09 main:574] : INFO : Epoch 1933 | loss: 0.0311803 | val_loss: 0.0311802 | Time: 1749.05 ms [2022-03-31 09:53:10 main:574] : INFO : Epoch 1934 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 1266.28 ms [2022-03-31 09:53:12 main:574] : INFO : Epoch 1935 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 1816.24 ms [2022-03-31 09:53:14 main:574] : INFO : Epoch 1936 | loss: 0.0311822 | val_loss: 0.0311807 | Time: 1821.23 ms [2022-03-31 09:53:16 main:574] : INFO : Epoch 1937 | loss: 0.0311817 | val_loss: 0.0311801 | Time: 1890.67 ms [2022-03-31 09:53:18 main:574] : INFO : Epoch 1938 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 1757.12 ms [2022-03-31 09:53:19 main:574] : INFO : Epoch 1939 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 1673.54 ms [2022-03-31 09:53:20 main:574] : INFO : Epoch 1940 | loss: 0.0311837 | val_loss: 0.0311833 | Time: 1234.8 ms [2022-03-31 09:53:22 main:574] : INFO : Epoch 1941 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1648.93 ms [2022-03-31 09:53:24 main:574] : INFO : Epoch 1942 | loss: 0.0311833 | val_loss: 0.0311807 | Time: 1770.8 ms [2022-03-31 09:53:26 main:574] : INFO : Epoch 1943 | loss: 0.031181 | val_loss: 0.0311801 | Time: 1702.21 ms [2022-03-31 09:53:27 main:574] : INFO : Epoch 1944 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 1715.28 ms [2022-03-31 09:53:29 main:574] : INFO : Epoch 1945 | loss: 0.0311815 | val_loss: 0.031181 | Time: 1730.26 ms [2022-03-31 09:53:30 main:574] : INFO : Epoch 1946 | loss: 0.031181 | val_loss: 0.0311815 | Time: 1111.3 ms [2022-03-31 09:53:32 main:574] : INFO : Epoch 1947 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 1722.21 ms [2022-03-31 09:53:34 main:574] : INFO : Epoch 1948 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 1746.37 ms [2022-03-31 09:53:35 main:574] : INFO : Epoch 1949 | loss: 0.0311815 | val_loss: 0.0311817 | Time: 1705.2 ms [2022-03-31 09:53:37 main:574] : INFO : Epoch 1950 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1702.88 ms [2022-03-31 09:53:39 main:574] : INFO : Epoch 1951 | loss: 0.0311804 | val_loss: 0.0311796 | Time: 1745.43 ms [2022-03-31 09:53:40 main:574] : INFO : Epoch 1952 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1196.31 ms [2022-03-31 09:53:42 main:574] : INFO : Epoch 1953 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 1716.95 ms [2022-03-31 09:53:43 main:574] : INFO : Epoch 1954 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 1776.43 ms [2022-03-31 09:53:45 main:574] : INFO : Epoch 1955 | loss: 0.0311808 | val_loss: 0.0311801 | Time: 1884.33 ms [2022-03-31 09:53:47 main:574] : INFO : Epoch 1956 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 1871.8 ms [2022-03-31 09:53:49 main:574] : INFO : Epoch 1957 | loss: 0.0311822 | val_loss: 0.0311814 | Time: 1770.42 ms [2022-03-31 09:53:50 main:574] : INFO : Epoch 1958 | loss: 0.0311818 | val_loss: 0.0311811 | Time: 1160.64 ms [2022-03-31 09:53:52 main:574] : INFO : Epoch 1959 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 1806.85 ms [2022-03-31 09:53:54 main:574] : INFO : Epoch 1960 | loss: 0.0311817 | val_loss: 0.0311838 | Time: 1769.85 ms [2022-03-31 09:53:56 main:574] : INFO : Epoch 1961 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 1800.93 ms [2022-03-31 09:53:57 main:574] : INFO : Epoch 1962 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 1822.77 ms [2022-03-31 09:53:59 main:574] : INFO : Epoch 1963 | loss: 0.0311822 | val_loss: 0.0311849 | Time: 1762.83 ms [2022-03-31 09:54:00 main:574] : INFO : Epoch 1964 | loss: 0.0311809 | val_loss: 0.0311798 | Time: 1239.91 ms [2022-03-31 09:54:02 main:574] : INFO : Epoch 1965 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 1758.73 ms [2022-03-31 09:54:04 main:574] : INFO : Epoch 1966 | loss: 0.0311818 | val_loss: 0.0311803 | Time: 1768.86 ms [2022-03-31 09:54:06 main:574] : INFO : Epoch 1967 | loss: 0.0311834 | val_loss: 0.031189 | Time: 1745.51 ms [2022-03-31 09:54:07 main:574] : INFO : Epoch 1968 | loss: 0.0311838 | val_loss: 0.0311797 | Time: 1755.34 ms [2022-03-31 09:54:09 main:574] : INFO : Epoch 1969 | loss: 0.0311831 | val_loss: 0.0311815 | Time: 1762.42 ms [2022-03-31 09:54:10 main:574] : INFO : Epoch 1970 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 1224.12 ms [2022-03-31 09:54:12 main:574] : INFO : Epoch 1971 | loss: 0.0311822 | val_loss: 0.0311804 | Time: 1769.71 ms [2022-03-31 09:54:14 main:574] : INFO : Epoch 1972 | loss: 0.0311812 | val_loss: 0.0311811 | Time: 1808.01 ms [2022-03-31 09:54:16 main:574] : INFO : Epoch 1973 | loss: 0.0311814 | val_loss: 0.0311807 | Time: 1808.55 ms [2022-03-31 09:54:18 main:574] : INFO : Epoch 1974 | loss: 0.0311808 | val_loss: 0.0311802 | Time: 1728.12 ms [2022-03-31 09:54:19 main:574] : INFO : Epoch 1975 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1703.14 ms [2022-03-31 09:54:20 main:574] : INFO : Epoch 1976 | loss: 0.0311822 | val_loss: 0.0311856 | Time: 1163.88 ms [2022-03-31 09:54:22 main:574] : INFO : Epoch 1977 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 1675.92 ms [2022-03-31 09:54:24 main:574] : INFO : Epoch 1978 | loss: 0.031181 | val_loss: 0.0311804 | Time: 1723.62 ms [2022-03-31 09:54:26 main:574] : INFO : Epoch 1979 | loss: 0.0311821 | val_loss: 0.0311805 | Time: 1741.24 ms [2022-03-31 09:54:27 main:574] : INFO : Epoch 1980 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 1744.09 ms [2022-03-31 09:54:29 main:574] : INFO : Epoch 1981 | loss: 0.0311816 | val_loss: 0.0311799 | Time: 1779.82 ms [2022-03-31 09:54:30 main:574] : INFO : Epoch 1982 | loss: 0.0311814 | val_loss: 0.0311826 | Time: 1344.58 ms [2022-03-31 09:54:32 main:574] : INFO : Epoch 1983 | loss: 0.0311841 | val_loss: 0.0311807 | Time: 1826.27 ms [2022-03-31 09:54:34 main:574] : INFO : Epoch 1984 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 1739.64 ms [2022-03-31 09:54:36 main:574] : INFO : Epoch 1985 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1743.1 ms [2022-03-31 09:54:37 main:574] : INFO : Epoch 1986 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 1714.87 ms [2022-03-31 09:54:39 main:574] : INFO : Epoch 1987 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 1680 ms [2022-03-31 09:54:40 main:574] : INFO : Epoch 1988 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 1015.93 ms [2022-03-31 09:54:42 main:574] : INFO : Epoch 1989 | loss: 0.0311811 | val_loss: 0.03118 | Time: 1664.24 ms [2022-03-31 09:54:44 main:574] : INFO : Epoch 1990 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1733.1 ms [2022-03-31 09:54:45 main:574] : INFO : Epoch 1991 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1706.43 ms [2022-03-31 09:54:47 main:574] : INFO : Epoch 1992 | loss: 0.0311806 | val_loss: 0.031181 | Time: 1697.63 ms [2022-03-31 09:54:49 main:574] : INFO : Epoch 1993 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 1733.68 ms [2022-03-31 09:54:50 main:574] : INFO : Epoch 1994 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 1272.32 ms [2022-03-31 09:54:52 main:574] : INFO : Epoch 1995 | loss: 0.0311821 | val_loss: 0.0311821 | Time: 1531.42 ms [2022-03-31 09:54:53 main:574] : INFO : Epoch 1996 | loss: 0.0311832 | val_loss: 0.0311801 | Time: 1757.67 ms [2022-03-31 09:54:55 main:574] : INFO : Epoch 1997 | loss: 0.0311805 | val_loss: 0.03118 | Time: 1709.1 ms [2022-03-31 09:54:57 main:574] : INFO : Epoch 1998 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 1732.93 ms [2022-03-31 09:54:58 main:574] : INFO : Epoch 1999 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 1682.84 ms [2022-03-31 09:55:00 main:574] : INFO : Epoch 2000 | loss: 0.0311809 | val_loss: 0.03118 | Time: 1408.83 ms [2022-03-31 09:55:01 main:574] : INFO : Epoch 2001 | loss: 0.031181 | val_loss: 0.0311814 | Time: 1426.72 ms [2022-03-31 09:55:03 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 1682.77 ms [2022-03-31 09:55:05 main:574] : INFO : Epoch 2003 | loss: 0.0311806 | val_loss: 0.0311798 | Time: 1717.78 ms [2022-03-31 09:55:06 main:574] : INFO : Epoch 2004 | loss: 0.0311813 | val_loss: 0.0311805 | Time: 1697.15 ms [2022-03-31 09:55:08 main:574] : INFO : Epoch 2005 | loss: 0.0311811 | val_loss: 0.0311801 | Time: 1748.24 ms [2022-03-31 09:55:10 main:574] : INFO : Epoch 2006 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1530.35 ms [2022-03-31 09:55:11 main:574] : INFO : Epoch 2007 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1254.36 ms [2022-03-31 09:55:13 main:574] : INFO : Epoch 2008 | loss: 0.0311809 | val_loss: 0.0311798 | Time: 1710.57 ms [2022-03-31 09:55:14 main:574] : INFO : Epoch 2009 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 1713.6 ms [2022-03-31 09:55:16 main:574] : INFO : Epoch 2010 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1690.34 ms [2022-03-31 09:55:18 main:574] : INFO : Epoch 2011 | loss: 0.0311813 | val_loss: 0.0311799 | Time: 1748.15 ms [2022-03-31 09:55:19 main:574] : INFO : Epoch 2012 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 1663.5 ms [2022-03-31 09:55:21 main:574] : INFO : Epoch 2013 | loss: 0.0311874 | val_loss: 0.0311834 | Time: 1176.06 ms [2022-03-31 09:55:22 main:574] : INFO : Epoch 2014 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 1663.83 ms [2022-03-31 09:55:24 main:574] : INFO : Epoch 2015 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1699.75 ms [2022-03-31 09:55:26 main:574] : INFO : Epoch 2016 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 1719.38 ms [2022-03-31 09:55:27 main:574] : INFO : Epoch 2017 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 1686.02 ms [2022-03-31 09:55:29 main:574] : INFO : Epoch 2018 | loss: 0.0311825 | val_loss: 0.0311796 | Time: 1705.22 ms [2022-03-31 09:55:30 main:574] : INFO : Epoch 2019 | loss: 0.0311809 | val_loss: 0.0311801 | Time: 1169.94 ms [2022-03-31 09:55:32 main:574] : INFO : Epoch 2020 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 1603.28 ms [2022-03-31 09:55:34 main:574] : INFO : Epoch 2021 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 1686.29 ms [2022-03-31 09:55:35 main:574] : INFO : Epoch 2022 | loss: 0.0311812 | val_loss: 0.03118 | Time: 1722.44 ms [2022-03-31 09:55:37 main:574] : INFO : Epoch 2023 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1725.16 ms [2022-03-31 09:55:39 main:574] : INFO : Epoch 2024 | loss: 0.031181 | val_loss: 0.0311817 | Time: 1685.66 ms [2022-03-31 09:55:40 main:574] : INFO : Epoch 2025 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1291.01 ms [2022-03-31 09:55:42 main:574] : INFO : Epoch 2026 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 1493.96 ms [2022-03-31 09:55:43 main:574] : INFO : Epoch 2027 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 1756.95 ms [2022-03-31 09:55:45 main:574] : INFO : Epoch 2028 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 1692.12 ms [2022-03-31 09:55:47 main:574] : INFO : Epoch 2029 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 1682.24 ms [2022-03-31 09:55:48 main:574] : INFO : Epoch 2030 | loss: 0.0311813 | val_loss: 0.0311818 | Time: 1723.4 ms [2022-03-31 09:55:50 main:574] : INFO : Epoch 2031 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1477.91 ms [2022-03-31 09:55:51 main:574] : INFO : Epoch 2032 | loss: 0.0311809 | val_loss: 0.0311819 | Time: 1462.05 ms [2022-03-31 09:55:53 main:574] : INFO : Epoch 2033 | loss: 0.0311847 | val_loss: 0.0311814 | Time: 1696.02 ms [2022-03-31 09:55:55 main:574] : INFO : Epoch 2034 | loss: 0.0311824 | val_loss: 0.0311813 | Time: 1674.73 ms [2022-03-31 09:55:56 main:574] : INFO : Epoch 2035 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 1711.38 ms [2022-03-31 09:55:58 main:574] : INFO : Epoch 2036 | loss: 0.0311807 | val_loss: 0.0311805 | Time: 1722.13 ms [2022-03-31 09:56:00 main:574] : INFO : Epoch 2037 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 1544.98 ms [2022-03-31 09:56:01 main:574] : INFO : Epoch 2038 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1213.02 ms [2022-03-31 09:56:03 main:574] : INFO : Epoch 2039 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 1704.04 ms [2022-03-31 09:56:04 main:574] : INFO : Epoch 2040 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 1684.59 ms [2022-03-31 09:56:06 main:574] : INFO : Epoch 2041 | loss: 0.0311805 | val_loss: 0.03118 | Time: 1695.46 ms [2022-03-31 09:56:08 main:574] : INFO : Epoch 2042 | loss: 0.0311846 | val_loss: 0.0311797 | Time: 1695.73 ms [2022-03-31 09:56:09 main:574] : INFO : Epoch 2043 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 1725.73 ms [2022-03-31 09:56:11 main:574] : INFO : Epoch 2044 | loss: 0.0311824 | val_loss: 0.0311809 | Time: 1083.77 ms [2022-03-31 09:56:12 main:574] : INFO : Epoch 2045 | loss: 0.0311834 | val_loss: 0.0311873 | Time: 1688.32 ms [2022-03-31 09:56:14 main:574] : INFO : Epoch 2046 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 1688.15 ms [2022-03-31 09:56:16 main:574] : INFO : Epoch 2047 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 1715.51 ms [2022-03-31 09:56:17 main:574] : INFO : Epoch 2048 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 1686.6 ms [2022-03-31 09:56:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311812 [2022-03-31 09:56:17 main:603] : INFO : Saving end state to config to file [2022-03-31 09:56:17 main:608] : INFO : Success, exiting.. 09:56:17 (27600): 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)