Task 10952861
| Name | ParityModified-1639961487-29863-2-0_0 |
| Workunit | 8246439 |
| Created | 22 Jan 2022, 9:59:12 UTC |
| Sent | 7 Feb 2022, 1:04:23 UTC |
| Report deadline | 15 Feb 2022, 1:04:23 UTC |
| Received | 7 Feb 2022, 3:05:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9375 |
| Run time | 50 min 55 sec |
| CPU time | 49 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,335.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311844 | val_loss: 0.031183 | Time: 1464.97 ms [2022-02-06 19:51:21 main:574] : INFO : Epoch 1543 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 1476.91 ms [2022-02-06 19:51:22 main:574] : INFO : Epoch 1544 | loss: 0.0311814 | val_loss: 0.0311808 | Time: 1471.82 ms [2022-02-06 19:51:24 main:574] : INFO : Epoch 1545 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 1467.24 ms [2022-02-06 19:51:25 main:574] : INFO : Epoch 1546 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1469.91 ms [2022-02-06 19:51:27 main:574] : INFO : Epoch 1547 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 1476.8 ms [2022-02-06 19:51:28 main:574] : INFO : Epoch 1548 | loss: 0.0311797 | val_loss: 0.0311802 | Time: 1458.19 ms [2022-02-06 19:51:30 main:574] : INFO : Epoch 1549 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 1472.76 ms [2022-02-06 19:51:31 main:574] : INFO : Epoch 1550 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 1469.59 ms [2022-02-06 19:51:33 main:574] : INFO : Epoch 1551 | loss: 0.031181 | val_loss: 0.0311812 | Time: 1486.34 ms [2022-02-06 19:51:34 main:574] : INFO : Epoch 1552 | loss: 0.0311807 | val_loss: 0.0311795 | Time: 1463.54 ms [2022-02-06 19:51:36 main:574] : INFO : Epoch 1553 | loss: 0.0311821 | val_loss: 0.031181 | Time: 1479.57 ms [2022-02-06 19:51:37 main:574] : INFO : Epoch 1554 | loss: 0.031181 | val_loss: 0.0311799 | Time: 1499.96 ms [2022-02-06 19:51:39 main:574] : INFO : Epoch 1555 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 1473.97 ms [2022-02-06 19:51:40 main:574] : INFO : Epoch 1556 | loss: 0.0311779 | val_loss: 0.0311798 | Time: 1470.67 ms [2022-02-06 19:51:41 main:574] : INFO : Epoch 1557 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 1480.09 ms [2022-02-06 19:51:43 main:574] : INFO : Epoch 1558 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1480.71 ms [2022-02-06 19:51:44 main:574] : INFO : Epoch 1559 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1475.69 ms [2022-02-06 19:51:46 main:574] : INFO : Epoch 1560 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 1463.57 ms [2022-02-06 19:51:47 main:574] : INFO : Epoch 1561 | loss: 0.0311878 | val_loss: 0.0311784 | Time: 1481.79 ms [2022-02-06 19:51:49 main:574] : INFO : Epoch 1562 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 1471.17 ms [2022-02-06 19:51:50 main:574] : INFO : Epoch 1563 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 1467.35 ms [2022-02-06 19:51:52 main:574] : INFO : Epoch 1564 | loss: 0.0311834 | val_loss: 0.0311773 | Time: 1488.29 ms [2022-02-06 19:51:53 main:574] : INFO : Epoch 1565 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 1471.94 ms [2022-02-06 19:51:55 main:574] : INFO : Epoch 1566 | loss: 0.0311863 | val_loss: 0.0311786 | Time: 1471 ms [2022-02-06 19:51:56 main:574] : INFO : Epoch 1567 | loss: 0.031181 | val_loss: 0.0311804 | Time: 1474.09 ms [2022-02-06 19:51:58 main:574] : INFO : Epoch 1568 | loss: 0.0311815 | val_loss: 0.03118 | Time: 1467.35 ms [2022-02-06 19:51:59 main:574] : INFO : Epoch 1569 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 1472.25 ms [2022-02-06 19:52:01 main:574] : INFO : Epoch 1570 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 1473.93 ms [2022-02-06 19:52:02 main:574] : INFO : Epoch 1571 | loss: 0.0311817 | val_loss: 0.0311747 | Time: 1464.36 ms [2022-02-06 19:52:04 main:574] : INFO : Epoch 1572 | loss: 0.0311823 | val_loss: 0.0311748 | Time: 1468.57 ms [2022-02-06 19:52:05 main:574] : INFO : Epoch 1573 | loss: 0.0311794 | val_loss: 0.031176 | Time: 1463.31 ms [2022-02-06 19:52:07 main:574] : INFO : Epoch 1574 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 1475.33 ms [2022-02-06 19:52:08 main:574] : INFO : Epoch 1575 | loss: 0.0311777 | val_loss: 0.0311754 | Time: 1474.86 ms [2022-02-06 19:52:10 main:574] : INFO : Epoch 1576 | loss: 0.0311772 | val_loss: 0.0311748 | Time: 1460.61 ms [2022-02-06 19:52:11 main:574] : INFO : Epoch 1577 | loss: 0.0311784 | val_loss: 0.0311752 | Time: 1473.04 ms [2022-02-06 19:52:13 main:574] : INFO : Epoch 1578 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 1479.95 ms [2022-02-06 19:52:14 main:574] : INFO : Epoch 1579 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 1476.41 ms [2022-02-06 19:52:16 main:574] : INFO : Epoch 1580 | loss: 0.031186 | val_loss: 0.0311749 | Time: 1463.12 ms [2022-02-06 19:52:17 main:574] : INFO : Epoch 1581 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 1467.28 ms [2022-02-06 19:52:18 main:574] : INFO : Epoch 1582 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1472.04 ms [2022-02-06 19:52:20 main:574] : INFO : Epoch 1583 | loss: 0.0311799 | val_loss: 0.0311763 | Time: 1466.45 ms [2022-02-06 19:52:21 main:574] : INFO : Epoch 1584 | loss: 0.0311781 | val_loss: 0.0311764 | Time: 1495.97 ms [2022-02-06 19:52:23 main:574] : INFO : Epoch 1585 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 1497.32 ms [2022-02-06 19:52:24 main:574] : INFO : Epoch 1586 | loss: 0.0311806 | val_loss: 0.031176 | Time: 1490.7 ms [2022-02-06 19:52:26 main:574] : INFO : Epoch 1587 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 1515.86 ms [2022-02-06 19:52:27 main:574] : INFO : Epoch 1588 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 1483.64 ms [2022-02-06 19:52:29 main:574] : INFO : Epoch 1589 | loss: 0.0311778 | val_loss: 0.031176 | Time: 1491.35 ms [2022-02-06 19:52:30 main:574] : INFO : Epoch 1590 | loss: 0.0311774 | val_loss: 0.0311902 | Time: 1485.86 ms [2022-02-06 19:52:32 main:574] : INFO : Epoch 1591 | loss: 0.031178 | val_loss: 0.0311791 | Time: 1488.69 ms [2022-02-06 19:52:33 main:574] : INFO : Epoch 1592 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 1480.89 ms [2022-02-06 19:52:35 main:574] : INFO : Epoch 1593 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1483.18 ms [2022-02-06 19:52:36 main:574] : INFO : Epoch 1594 | loss: 0.0311803 | val_loss: 0.0311838 | Time: 1480.51 ms [2022-02-06 19:52:38 main:574] : INFO : Epoch 1595 | loss: 0.0311813 | val_loss: 0.0311811 | Time: 1484.64 ms [2022-02-06 19:52:39 main:574] : INFO : Epoch 1596 | loss: 0.031178 | val_loss: 0.0311754 | Time: 1485.58 ms [2022-02-06 19:52:41 main:574] : INFO : Epoch 1597 | loss: 0.0311797 | val_loss: 0.031176 | Time: 1494.65 ms [2022-02-06 19:52:43 main:574] : INFO : Epoch 1598 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 1566.4 ms [2022-02-06 19:52:44 main:574] : INFO : Epoch 1599 | loss: 0.0311799 | val_loss: 0.03118 | Time: 1498.46 ms [2022-02-06 19:52:46 main:574] : INFO : Epoch 1600 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 1490.43 ms [2022-02-06 19:52:47 main:574] : INFO : Epoch 1601 | loss: 0.03118 | val_loss: 0.0311763 | Time: 1492.9 ms [2022-02-06 19:52:49 main:574] : INFO : Epoch 1602 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 1494.66 ms [2022-02-06 19:52:50 main:574] : INFO : Epoch 1603 | loss: 0.0311786 | val_loss: 0.0311883 | Time: 1489.32 ms [2022-02-06 19:52:52 main:574] : INFO : Epoch 1604 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 1484.69 ms [2022-02-06 19:52:53 main:574] : INFO : Epoch 1605 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1497.4 ms [2022-02-06 19:52:55 main:574] : INFO : Epoch 1606 | loss: 0.0311808 | val_loss: 0.0311768 | Time: 1513.88 ms [2022-02-06 19:52:56 main:574] : INFO : Epoch 1607 | loss: 0.0311777 | val_loss: 0.0311756 | Time: 1479.44 ms [2022-02-06 19:52:58 main:574] : INFO : Epoch 1608 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1485.79 ms [2022-02-06 19:52:59 main:574] : INFO : Epoch 1609 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 1488.59 ms [2022-02-06 19:53:01 main:574] : INFO : Epoch 1610 | loss: 0.0311774 | val_loss: 0.0311762 | Time: 1480.92 ms [2022-02-06 19:53:02 main:574] : INFO : Epoch 1611 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 1483.78 ms [2022-02-06 19:53:03 main:574] : INFO : Epoch 1612 | loss: 0.0311781 | val_loss: 0.031185 | Time: 1483.63 ms [2022-02-06 19:53:05 main:574] : INFO : Epoch 1613 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 1486.95 ms [2022-02-06 19:53:07 main:574] : INFO : Epoch 1614 | loss: 0.031174 | val_loss: 0.0311766 | Time: 1496.74 ms [2022-02-06 19:53:08 main:574] : INFO : Epoch 1615 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 1478.41 ms [2022-02-06 19:53:09 main:574] : INFO : Epoch 1616 | loss: 0.031174 | val_loss: 0.0311779 | Time: 1487.85 ms [2022-02-06 19:53:11 main:574] : INFO : Epoch 1617 | loss: 0.031174 | val_loss: 0.0311755 | Time: 1476.23 ms [2022-02-06 19:53:12 main:574] : INFO : Epoch 1618 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 1478.43 ms [2022-02-06 19:53:14 main:574] : INFO : Epoch 1619 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1478.4 ms [2022-02-06 19:53:15 main:574] : INFO : Epoch 1620 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 1488.74 ms [2022-02-06 19:53:17 main:574] : INFO : Epoch 1621 | loss: 0.0311805 | val_loss: 0.0311778 | Time: 1481.55 ms [2022-02-06 19:53:18 main:574] : INFO : Epoch 1622 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 1486.91 ms [2022-02-06 19:53:20 main:574] : INFO : Epoch 1623 | loss: 0.0311798 | val_loss: 0.0311926 | Time: 1486.74 ms [2022-02-06 19:53:21 main:574] : INFO : Epoch 1624 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 1487.37 ms [2022-02-06 19:53:23 main:574] : INFO : Epoch 1625 | loss: 0.0311793 | val_loss: 0.0311767 | Time: 1479.07 ms [2022-02-06 19:53:24 main:574] : INFO : Epoch 1626 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 1482.41 ms [2022-02-06 19:53:26 main:574] : INFO : Epoch 1627 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 1495.69 ms [2022-02-06 19:53:27 main:574] : INFO : Epoch 1628 | loss: 0.031183 | val_loss: 0.0311863 | Time: 1484.76 ms [2022-02-06 19:53:29 main:574] : INFO : Epoch 1629 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 1498.88 ms [2022-02-06 19:53:30 main:574] : INFO : Epoch 1630 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 1479.98 ms [2022-02-06 19:53:32 main:574] : INFO : Epoch 1631 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 1488.39 ms [2022-02-06 19:53:33 main:574] : INFO : Epoch 1632 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 1480.14 ms [2022-02-06 19:53:35 main:574] : INFO : Epoch 1633 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 1494.27 ms [2022-02-06 19:53:36 main:574] : INFO : Epoch 1634 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 1485.39 ms [2022-02-06 19:53:38 main:574] : INFO : Epoch 1635 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 1481.52 ms [2022-02-06 19:53:39 main:574] : INFO : Epoch 1636 | loss: 0.0311772 | val_loss: 0.0311763 | Time: 1481.42 ms [2022-02-06 19:53:41 main:574] : INFO : Epoch 1637 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 1479.41 ms [2022-02-06 19:53:42 main:574] : INFO : Epoch 1638 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 1517.62 ms [2022-02-06 19:53:44 main:574] : INFO : Epoch 1639 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 1507.01 ms [2022-02-06 19:53:45 main:574] : INFO : Epoch 1640 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1482.98 ms [2022-02-06 19:53:47 main:574] : INFO : Epoch 1641 | loss: 0.031173 | val_loss: 0.0311758 | Time: 1505.65 ms [2022-02-06 19:53:48 main:574] : INFO : Epoch 1642 | loss: 0.0311737 | val_loss: 0.0311865 | Time: 1499.22 ms [2022-02-06 19:53:50 main:574] : INFO : Epoch 1643 | loss: 0.031177 | val_loss: 0.031174 | Time: 1477.53 ms [2022-02-06 19:53:51 main:574] : INFO : Epoch 1644 | loss: 0.031172 | val_loss: 0.0311765 | Time: 1495.97 ms [2022-02-06 19:53:53 main:574] : INFO : Epoch 1645 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 1488.85 ms [2022-02-06 19:53:54 main:574] : INFO : Epoch 1646 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1488.68 ms [2022-02-06 19:53:56 main:574] : INFO : Epoch 1647 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 1477.86 ms [2022-02-06 19:53:57 main:574] : INFO : Epoch 1648 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 1486.84 ms [2022-02-06 19:53:59 main:574] : INFO : Epoch 1649 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1487.45 ms [2022-02-06 19:54:00 main:574] : INFO : Epoch 1650 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 1483.19 ms [2022-02-06 19:54:02 main:574] : INFO : Epoch 1651 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1483.5 ms [2022-02-06 19:54:03 main:574] : INFO : Epoch 1652 | loss: 0.0311728 | val_loss: 0.0311862 | Time: 1492.48 ms [2022-02-06 19:54:05 main:574] : INFO : Epoch 1653 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1513.59 ms [2022-02-06 19:54:06 main:574] : INFO : Epoch 1654 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1484.94 ms [2022-02-06 19:54:08 main:574] : INFO : Epoch 1655 | loss: 0.0311756 | val_loss: 0.0311895 | Time: 1490.14 ms [2022-02-06 19:54:09 main:574] : INFO : Epoch 1656 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 1484.34 ms [2022-02-06 19:54:11 main:574] : INFO : Epoch 1657 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 1491.39 ms [2022-02-06 19:54:12 main:574] : INFO : Epoch 1658 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 1488.74 ms [2022-02-06 19:54:14 main:574] : INFO : Epoch 1659 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 1483.01 ms [2022-02-06 19:54:15 main:574] : INFO : Epoch 1660 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 1490.21 ms [2022-02-06 19:54:17 main:574] : INFO : Epoch 1661 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 1482.12 ms [2022-02-06 19:54:18 main:574] : INFO : Epoch 1662 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 1509.68 ms [2022-02-06 19:54:20 main:574] : INFO : Epoch 1663 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 1491.52 ms [2022-02-06 19:54:21 main:574] : INFO : Epoch 1664 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 1484.92 ms [2022-02-06 19:54:23 main:574] : INFO : Epoch 1665 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1489.3 ms [2022-02-06 19:54:24 main:574] : INFO : Epoch 1666 | loss: 0.0311738 | val_loss: 0.031182 | Time: 1487.17 ms [2022-02-06 19:54:26 main:574] : INFO : Epoch 1667 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 1486.46 ms [2022-02-06 19:54:27 main:574] : INFO : Epoch 1668 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 1487.79 ms [2022-02-06 19:54:29 main:574] : INFO : Epoch 1669 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 1480.1 ms [2022-02-06 19:54:30 main:574] : INFO : Epoch 1670 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 1477.88 ms [2022-02-06 19:54:32 main:574] : INFO : Epoch 1671 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 1493.61 ms [2022-02-06 19:54:33 main:574] : INFO : Epoch 1672 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 1476.37 ms [2022-02-06 19:54:35 main:574] : INFO : Epoch 1673 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1480.39 ms [2022-02-06 19:54:36 main:574] : INFO : Epoch 1674 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1480.24 ms [2022-02-06 19:54:38 main:574] : INFO : Epoch 1675 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 1481.55 ms [2022-02-06 19:54:39 main:574] : INFO : Epoch 1676 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 1486.54 ms [2022-02-06 19:54:41 main:574] : INFO : Epoch 1677 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 1478.31 ms [2022-02-06 19:54:42 main:574] : INFO : Epoch 1678 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1487.52 ms [2022-02-06 19:54:44 main:574] : INFO : Epoch 1679 | loss: 0.0311716 | val_loss: 0.031176 | Time: 1488.77 ms [2022-02-06 19:54:45 main:574] : INFO : Epoch 1680 | loss: 0.0311712 | val_loss: 0.0311809 | Time: 1488.34 ms [2022-02-06 19:54:47 main:574] : INFO : Epoch 1681 | loss: 0.0311789 | val_loss: 0.0311918 | Time: 1480.21 ms [2022-02-06 19:54:48 main:574] : INFO : Epoch 1682 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 1494.75 ms [2022-02-06 19:54:50 main:574] : INFO : Epoch 1683 | loss: 0.0311706 | val_loss: 0.031179 | Time: 1477.73 ms [2022-02-06 19:54:51 main:574] : INFO : Epoch 1684 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 1485.3 ms [2022-02-06 19:54:53 main:574] : INFO : Epoch 1685 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 1489.45 ms [2022-02-06 19:54:54 main:574] : INFO : Epoch 1686 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1478.66 ms [2022-02-06 19:54:56 main:574] : INFO : Epoch 1687 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 1474.54 ms [2022-02-06 19:54:57 main:574] : INFO : Epoch 1688 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 1478.14 ms [2022-02-06 19:54:59 main:574] : INFO : Epoch 1689 | loss: 0.031173 | val_loss: 0.0311769 | Time: 1487.97 ms [2022-02-06 19:55:00 main:574] : INFO : Epoch 1690 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1484.1 ms [2022-02-06 19:55:02 main:574] : INFO : Epoch 1691 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 1483.44 ms [2022-02-06 19:55:03 main:574] : INFO : Epoch 1692 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1479.86 ms [2022-02-06 19:55:05 main:574] : INFO : Epoch 1693 | loss: 0.0311746 | val_loss: 0.031183 | Time: 1482.77 ms [2022-02-06 19:55:06 main:574] : INFO : Epoch 1694 | loss: 0.0311736 | val_loss: 0.0311741 | Time: 1485.54 ms [2022-02-06 19:55:08 main:574] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311876 | Time: 1485.53 ms [2022-02-06 19:55:09 main:574] : INFO : Epoch 1696 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 1479.08 ms [2022-02-06 19:55:10 main:574] : INFO : Epoch 1697 | loss: 0.0311791 | val_loss: 0.031178 | Time: 1486.26 ms [2022-02-06 19:55:12 main:574] : INFO : Epoch 1698 | loss: 0.0311776 | val_loss: 0.0311766 | Time: 1475.96 ms [2022-02-06 19:55:13 main:574] : INFO : Epoch 1699 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 1487.14 ms [2022-02-06 19:55:15 main:574] : INFO : Epoch 1700 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 1477.72 ms [2022-02-06 19:55:16 main:574] : INFO : Epoch 1701 | loss: 0.0311705 | val_loss: 0.0311788 | Time: 1477.08 ms [2022-02-06 19:55:18 main:574] : INFO : Epoch 1702 | loss: 0.031174 | val_loss: 0.031176 | Time: 1479.42 ms [2022-02-06 19:55:19 main:574] : INFO : Epoch 1703 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 1489.59 ms [2022-02-06 19:55:21 main:574] : INFO : Epoch 1704 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 1482.68 ms [2022-02-06 19:55:22 main:574] : INFO : Epoch 1705 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 1470.5 ms [2022-02-06 19:55:24 main:574] : INFO : Epoch 1706 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 1487.91 ms [2022-02-06 19:55:25 main:574] : INFO : Epoch 1707 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1479.8 ms [2022-02-06 19:55:27 main:574] : INFO : Epoch 1708 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 1521.94 ms [2022-02-06 19:55:28 main:574] : INFO : Epoch 1709 | loss: 0.0311767 | val_loss: 0.031178 | Time: 1484.65 ms [2022-02-06 19:55:30 main:574] : INFO : Epoch 1710 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 1479.8 ms [2022-02-06 19:55:31 main:574] : INFO : Epoch 1711 | loss: 0.0311775 | val_loss: 0.03118 | Time: 1483.11 ms [2022-02-06 19:55:33 main:574] : INFO : Epoch 1712 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 1492 ms [2022-02-06 19:55:34 main:574] : INFO : Epoch 1713 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 1512.17 ms [2022-02-06 19:55:36 main:574] : INFO : Epoch 1714 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 1490.49 ms [2022-02-06 19:55:38 main:574] : INFO : Epoch 1715 | loss: 0.0311726 | val_loss: 0.0311739 | Time: 1598.1 ms [2022-02-06 19:55:39 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 1543.04 ms [2022-02-06 19:55:41 main:574] : INFO : Epoch 1717 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 1510.21 ms [2022-02-06 19:55:42 main:574] : INFO : Epoch 1718 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 1476.37 ms [2022-02-06 19:55:44 main:574] : INFO : Epoch 1719 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 1500.9 ms [2022-02-06 19:55:45 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 1480.81 ms [2022-02-06 19:55:47 main:574] : INFO : Epoch 1721 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1483.79 ms [2022-02-06 19:55:48 main:574] : INFO : Epoch 1722 | loss: 0.0311717 | val_loss: 0.0311745 | Time: 1480.92 ms [2022-02-06 19:55:50 main:574] : INFO : Epoch 1723 | loss: 0.031172 | val_loss: 0.0311761 | Time: 1484.06 ms [2022-02-06 19:55:51 main:574] : INFO : Epoch 1724 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 1484.57 ms [2022-02-06 19:55:53 main:574] : INFO : Epoch 1725 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 1473.93 ms [2022-02-06 19:55:54 main:574] : INFO : Epoch 1726 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 1501.34 ms [2022-02-06 19:55:56 main:574] : INFO : Epoch 1727 | loss: 0.0311726 | val_loss: 0.031181 | Time: 1479.08 ms [2022-02-06 19:55:57 main:574] : INFO : Epoch 1728 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 1493.92 ms [2022-02-06 19:55:58 main:574] : INFO : Epoch 1729 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 1478.72 ms [2022-02-06 19:56:00 main:574] : INFO : Epoch 1730 | loss: 0.03117 | val_loss: 0.0311745 | Time: 1484.58 ms [2022-02-06 19:56:01 main:574] : INFO : Epoch 1731 | loss: 0.031172 | val_loss: 0.0311779 | Time: 1476.65 ms [2022-02-06 19:56:03 main:574] : INFO : Epoch 1732 | loss: 0.0311759 | val_loss: 0.031194 | Time: 1476.03 ms [2022-02-06 19:56:04 main:574] : INFO : Epoch 1733 | loss: 0.0311773 | val_loss: 0.0311748 | Time: 1473.55 ms [2022-02-06 19:56:06 main:574] : INFO : Epoch 1734 | loss: 0.031175 | val_loss: 0.0311763 | Time: 1482.62 ms [2022-02-06 19:56:07 main:574] : INFO : Epoch 1735 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1478.97 ms [2022-02-06 19:56:09 main:574] : INFO : Epoch 1736 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1498.48 ms [2022-02-06 19:56:10 main:574] : INFO : Epoch 1737 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 1478.32 ms [2022-02-06 19:56:12 main:574] : INFO : Epoch 1738 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 1490.67 ms [2022-02-06 19:56:13 main:574] : INFO : Epoch 1739 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 1471.28 ms [2022-02-06 19:56:15 main:574] : INFO : Epoch 1740 | loss: 0.0311718 | val_loss: 0.031176 | Time: 1481.08 ms [2022-02-06 19:56:16 main:574] : INFO : Epoch 1741 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1485.34 ms [2022-02-06 19:56:18 main:574] : INFO : Epoch 1742 | loss: 0.031171 | val_loss: 0.031175 | Time: 1479.77 ms [2022-02-06 19:56:19 main:574] : INFO : Epoch 1743 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 1494.03 ms [2022-02-06 19:56:21 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 1489.08 ms [2022-02-06 19:56:22 main:574] : INFO : Epoch 1745 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 1508.04 ms [2022-02-06 19:56:24 main:574] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 1480.68 ms [2022-02-06 19:56:25 main:574] : INFO : Epoch 1747 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 1478.53 ms [2022-02-06 19:56:27 main:574] : INFO : Epoch 1748 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 1487.73 ms [2022-02-06 19:56:28 main:574] : INFO : Epoch 1749 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 1478.56 ms [2022-02-06 19:56:30 main:574] : INFO : Epoch 1750 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1480.11 ms [2022-02-06 19:56:31 main:574] : INFO : Epoch 1751 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 1483.23 ms [2022-02-06 19:56:33 main:574] : INFO : Epoch 1752 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1489.88 ms [2022-02-06 19:56:34 main:574] : INFO : Epoch 1753 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 1487.48 ms [2022-02-06 19:56:36 main:574] : INFO : Epoch 1754 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 1565.18 ms [2022-02-06 19:56:37 main:574] : INFO : Epoch 1755 | loss: 0.0311753 | val_loss: 0.031186 | Time: 1508.11 ms [2022-02-06 19:56:39 main:574] : INFO : Epoch 1756 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 1489.64 ms [2022-02-06 19:56:40 main:574] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 1475.46 ms [2022-02-06 19:56:42 main:574] : INFO : Epoch 1758 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 1486.95 ms [2022-02-06 19:56:43 main:574] : INFO : Epoch 1759 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 1530.43 ms [2022-02-06 19:56:45 main:574] : INFO : Epoch 1760 | loss: 0.0311727 | val_loss: 0.0311743 | Time: 1489.05 ms [2022-02-06 19:56:46 main:574] : INFO : Epoch 1761 | loss: 0.0311732 | val_loss: 0.0311709 | Time: 1484.66 ms [2022-02-06 19:56:48 main:574] : INFO : Epoch 1762 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 1512.25 ms [2022-02-06 19:56:50 main:574] : INFO : Epoch 1763 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 1517.94 ms [2022-02-06 19:56:51 main:574] : INFO : Epoch 1764 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 1482.14 ms [2022-02-06 19:56:53 main:574] : INFO : Epoch 1765 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 1483.12 ms [2022-02-06 19:56:54 main:574] : INFO : Epoch 1766 | loss: 0.031169 | val_loss: 0.0311746 | Time: 1484.89 ms [2022-02-06 19:56:56 main:574] : INFO : Epoch 1767 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 1476.5 ms [2022-02-06 19:56:57 main:574] : INFO : Epoch 1768 | loss: 0.0311754 | val_loss: 0.0311758 | Time: 1493.04 ms [2022-02-06 19:56:59 main:574] : INFO : Epoch 1769 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 1490.64 ms [2022-02-06 19:57:00 main:574] : INFO : Epoch 1770 | loss: 0.0311745 | val_loss: 0.0311767 | Time: 1486.94 ms [2022-02-06 19:57:02 main:574] : INFO : Epoch 1771 | loss: 0.0311768 | val_loss: 0.0311737 | Time: 1473.12 ms [2022-02-06 19:57:03 main:574] : INFO : Epoch 1772 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 1486.08 ms [2022-02-06 19:57:05 main:574] : INFO : Epoch 1773 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 1500.97 ms [2022-02-06 19:57:06 main:574] : INFO : Epoch 1774 | loss: 0.031172 | val_loss: 0.0311752 | Time: 1487.3 ms [2022-02-06 19:57:08 main:574] : INFO : Epoch 1775 | loss: 0.031172 | val_loss: 0.0311808 | Time: 1476.78 ms [2022-02-06 19:57:09 main:574] : INFO : Epoch 1776 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 1478.24 ms [2022-02-06 19:57:10 main:574] : INFO : Epoch 1777 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1474.07 ms [2022-02-06 19:57:12 main:574] : INFO : Epoch 1778 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 1488.71 ms [2022-02-06 19:57:13 main:574] : INFO : Epoch 1779 | loss: 0.031171 | val_loss: 0.0311749 | Time: 1483.76 ms [2022-02-06 19:57:15 main:574] : INFO : Epoch 1780 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 1485 ms [2022-02-06 19:57:16 main:574] : INFO : Epoch 1781 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 1475.69 ms [2022-02-06 19:57:18 main:574] : INFO : Epoch 1782 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1510.54 ms [2022-02-06 19:57:19 main:574] : INFO : Epoch 1783 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 1493.35 ms [2022-02-06 19:57:21 main:574] : INFO : Epoch 1784 | loss: 0.0311717 | val_loss: 0.031179 | Time: 1499.06 ms [2022-02-06 19:57:22 main:574] : INFO : Epoch 1785 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 1472.4 ms [2022-02-06 19:57:24 main:574] : INFO : Epoch 1786 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 1484.09 ms [2022-02-06 19:57:25 main:574] : INFO : Epoch 1787 | loss: 0.0311728 | val_loss: 0.031176 | Time: 1484.75 ms [2022-02-06 19:57:27 main:574] : INFO : Epoch 1788 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1489.87 ms [2022-02-06 19:57:28 main:574] : INFO : Epoch 1789 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 1474.79 ms [2022-02-06 19:57:30 main:574] : INFO : Epoch 1790 | loss: 0.0311754 | val_loss: 0.0311739 | Time: 1483.79 ms [2022-02-06 19:57:31 main:574] : INFO : Epoch 1791 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1502.05 ms [2022-02-06 19:57:33 main:574] : INFO : Epoch 1792 | loss: 0.0311713 | val_loss: 0.0311736 | Time: 1483.38 ms [2022-02-06 19:57:34 main:574] : INFO : Epoch 1793 | loss: 0.031171 | val_loss: 0.0311732 | Time: 1484.6 ms [2022-02-06 19:57:36 main:574] : INFO : Epoch 1794 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1487.74 ms [2022-02-06 19:57:37 main:574] : INFO : Epoch 1795 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 1479.33 ms [2022-02-06 19:57:39 main:574] : INFO : Epoch 1796 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 1490.14 ms [2022-02-06 19:57:40 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 1476.72 ms [2022-02-06 19:57:42 main:574] : INFO : Epoch 1798 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 1482.21 ms [2022-02-06 19:57:43 main:574] : INFO : Epoch 1799 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 1524.97 ms [2022-02-06 19:57:45 main:574] : INFO : Epoch 1800 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 1508.48 ms [2022-02-06 19:57:46 main:574] : INFO : Epoch 1801 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 1487.38 ms [2022-02-06 19:57:48 main:574] : INFO : Epoch 1802 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 1495.97 ms [2022-02-06 19:57:49 main:574] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 1496.52 ms [2022-02-06 19:57:51 main:574] : INFO : Epoch 1804 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 1491.88 ms [2022-02-06 19:57:52 main:574] : INFO : Epoch 1805 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 1475.53 ms [2022-02-06 19:57:54 main:574] : INFO : Epoch 1806 | loss: 0.0311755 | val_loss: 0.031174 | Time: 1476.93 ms [2022-02-06 19:57:55 main:574] : INFO : Epoch 1807 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 1471.92 ms [2022-02-06 19:57:57 main:574] : INFO : Epoch 1808 | loss: 0.0311768 | val_loss: 0.0311763 | Time: 1494.61 ms [2022-02-06 19:57:58 main:574] : INFO : Epoch 1809 | loss: 0.031177 | val_loss: 0.0311739 | Time: 1478.17 ms [2022-02-06 19:58:00 main:574] : INFO : Epoch 1810 | loss: 0.0311736 | val_loss: 0.0311739 | Time: 1486.14 ms [2022-02-06 19:58:01 main:574] : INFO : Epoch 1811 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 1485.7 ms [2022-02-06 19:58:03 main:574] : INFO : Epoch 1812 | loss: 0.0311718 | val_loss: 0.031173 | Time: 1484.37 ms [2022-02-06 19:58:04 main:574] : INFO : Epoch 1813 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1487.53 ms [2022-02-06 19:58:06 main:574] : INFO : Epoch 1814 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1512.05 ms [2022-02-06 19:58:18 main:574] : INFO : Epoch 1815 | loss: 0.031181 | val_loss: 0.0311939 | Time: 11678.1 ms [2022-02-06 19:58:19 main:574] : INFO : Epoch 1816 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 1492.85 ms [2022-02-06 19:58:21 main:574] : INFO : Epoch 1817 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1493.59 ms [2022-02-06 19:58:22 main:574] : INFO : Epoch 1818 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1495.15 ms [2022-02-06 19:58:24 main:574] : INFO : Epoch 1819 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1483.45 ms [2022-02-06 19:58:25 main:574] : INFO : Epoch 1820 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 1492.31 ms [2022-02-06 19:58:27 main:574] : INFO : Epoch 1821 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 1487.55 ms [2022-02-06 19:58:28 main:574] : INFO : Epoch 1822 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1485.47 ms [2022-02-06 19:58:30 main:574] : INFO : Epoch 1823 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1486.74 ms [2022-02-06 19:58:31 main:574] : INFO : Epoch 1824 | loss: 0.0311719 | val_loss: 0.031184 | Time: 1472.62 ms [2022-02-06 19:58:33 main:574] : INFO : Epoch 1825 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 1484.83 ms [2022-02-06 19:58:34 main:574] : INFO : Epoch 1826 | loss: 0.0311733 | val_loss: 0.031177 | Time: 1504.24 ms [2022-02-06 19:58:36 main:574] : INFO : Epoch 1827 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 1488.27 ms [2022-02-06 19:58:37 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 1477.98 ms [2022-02-06 19:58:38 main:574] : INFO : Epoch 1829 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1491.04 ms [2022-02-06 19:58:40 main:574] : INFO : Epoch 1830 | loss: 0.0311724 | val_loss: 0.031174 | Time: 1483.49 ms [2022-02-06 19:58:41 main:574] : INFO : Epoch 1831 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 1484.83 ms [2022-02-06 19:58:43 main:574] : INFO : Epoch 1832 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1501.35 ms [2022-02-06 19:58:44 main:574] : INFO : Epoch 1833 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 1486.35 ms [2022-02-06 19:58:46 main:574] : INFO : Epoch 1834 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 1488.07 ms [2022-02-06 19:58:47 main:574] : INFO : Epoch 1835 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 1495.77 ms [2022-02-06 19:58:49 main:574] : INFO : Epoch 1836 | loss: 0.0311737 | val_loss: 0.031175 | Time: 1498.97 ms [2022-02-06 19:58:50 main:574] : INFO : Epoch 1837 | loss: 0.0311744 | val_loss: 0.0311736 | Time: 1480.42 ms [2022-02-06 19:58:52 main:574] : INFO : Epoch 1838 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1482.18 ms [2022-02-06 19:58:53 main:574] : INFO : Epoch 1839 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 1486.24 ms [2022-02-06 19:58:55 main:574] : INFO : Epoch 1840 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 1474.83 ms [2022-02-06 19:58:56 main:574] : INFO : Epoch 1841 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1487.22 ms [2022-02-06 19:59:08 main:574] : INFO : Epoch 1842 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 11413.7 ms [2022-02-06 19:59:09 main:574] : INFO : Epoch 1843 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1487.1 ms [2022-02-06 19:59:11 main:574] : INFO : Epoch 1844 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 1486.42 ms [2022-02-06 19:59:12 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.031177 | Time: 1488.85 ms [2022-02-06 19:59:14 main:574] : INFO : Epoch 1846 | loss: 0.0311721 | val_loss: 0.031182 | Time: 1484.63 ms [2022-02-06 19:59:16 main:574] : INFO : Epoch 1847 | loss: 0.0311733 | val_loss: 0.0311857 | Time: 1491.71 ms [2022-02-06 19:59:17 main:574] : INFO : Epoch 1848 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 1491.92 ms [2022-02-06 19:59:19 main:574] : INFO : Epoch 1849 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 1489.94 ms [2022-02-06 19:59:20 main:574] : INFO : Epoch 1850 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1488.16 ms [2022-02-06 19:59:22 main:574] : INFO : Epoch 1851 | loss: 0.03117 | val_loss: 0.0311752 | Time: 1504 ms [2022-02-06 19:59:23 main:574] : INFO : Epoch 1852 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1491.66 ms [2022-02-06 19:59:25 main:574] : INFO : Epoch 1853 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1482.1 ms [2022-02-06 19:59:26 main:574] : INFO : Epoch 1854 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 1497.71 ms [2022-02-06 19:59:28 main:574] : INFO : Epoch 1855 | loss: 0.0311733 | val_loss: 0.031178 | Time: 1505.25 ms [2022-02-06 19:59:29 main:574] : INFO : Epoch 1856 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 1496.03 ms [2022-02-06 19:59:31 main:574] : INFO : Epoch 1857 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 1480.49 ms [2022-02-06 19:59:32 main:574] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 1503.94 ms [2022-02-06 19:59:34 main:574] : INFO : Epoch 1859 | loss: 0.031173 | val_loss: 0.0311734 | Time: 1478.88 ms [2022-02-06 19:59:35 main:574] : INFO : Epoch 1860 | loss: 0.0311717 | val_loss: 0.0311743 | Time: 1484.43 ms [2022-02-06 19:59:37 main:574] : INFO : Epoch 1861 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 1480.08 ms [2022-02-06 19:59:38 main:574] : INFO : Epoch 1862 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 1486.08 ms [2022-02-06 19:59:40 main:574] : INFO : Epoch 1863 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 1484.98 ms [2022-02-06 19:59:41 main:574] : INFO : Epoch 1864 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 1485.09 ms [2022-02-06 19:59:43 main:574] : INFO : Epoch 1865 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1507.38 ms [2022-02-06 19:59:44 main:574] : INFO : Epoch 1866 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 1491.36 ms [2022-02-06 19:59:46 main:574] : INFO : Epoch 1867 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 1476.48 ms [2022-02-06 19:59:47 main:574] : INFO : Epoch 1868 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 1490.6 ms [2022-02-06 19:59:49 main:574] : INFO : Epoch 1869 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1500.02 ms [2022-02-06 19:59:50 main:574] : INFO : Epoch 1870 | loss: 0.031174 | val_loss: 0.031188 | Time: 1485.54 ms [2022-02-06 19:59:52 main:574] : INFO : Epoch 1871 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 1485.13 ms [2022-02-06 19:59:53 main:574] : INFO : Epoch 1872 | loss: 0.0311751 | val_loss: 0.0311746 | Time: 1478.64 ms [2022-02-06 19:59:55 main:574] : INFO : Epoch 1873 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 1478.34 ms [2022-02-06 19:59:56 main:574] : INFO : Epoch 1874 | loss: 0.031171 | val_loss: 0.031177 | Time: 1525.35 ms [2022-02-06 19:59:58 main:574] : INFO : Epoch 1875 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1482.43 ms [2022-02-06 19:59:59 main:574] : INFO : Epoch 1876 | loss: 0.0311719 | val_loss: 0.031175 | Time: 1487.95 ms [2022-02-06 20:00:01 main:574] : INFO : Epoch 1877 | loss: 0.031171 | val_loss: 0.0311738 | Time: 1490.82 ms [2022-02-06 20:00:02 main:574] : INFO : Epoch 1878 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1486.46 ms [2022-02-06 20:00:04 main:574] : INFO : Epoch 1879 | loss: 0.0311704 | val_loss: 0.0311739 | Time: 1481.51 ms [2022-02-06 20:00:05 main:574] : INFO : Epoch 1880 | loss: 0.0311715 | val_loss: 0.0311734 | Time: 1484.93 ms [2022-02-06 20:00:07 main:574] : INFO : Epoch 1881 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 1478.32 ms [2022-02-06 20:00:08 main:574] : INFO : Epoch 1882 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 1495.42 ms [2022-02-06 20:00:10 main:574] : INFO : Epoch 1883 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 1501.61 ms [2022-02-06 20:00:11 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 1481.94 ms [2022-02-06 20:00:13 main:574] : INFO : Epoch 1885 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 1490.07 ms [2022-02-06 20:00:14 main:574] : INFO : Epoch 1886 | loss: 0.0311735 | val_loss: 0.0311746 | Time: 1480.75 ms [2022-02-06 20:00:16 main:574] : INFO : Epoch 1887 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 1488.76 ms [2022-02-06 20:00:17 main:574] : INFO : Epoch 1888 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 1480.16 ms [2022-02-06 20:00:19 main:574] : INFO : Epoch 1889 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 1485.44 ms [2022-02-06 20:00:20 main:574] : INFO : Epoch 1890 | loss: 0.0311744 | val_loss: 0.0311863 | Time: 1481.56 ms [2022-02-06 20:00:22 main:574] : INFO : Epoch 1891 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1481.74 ms [2022-02-06 20:00:23 main:574] : INFO : Epoch 1892 | loss: 0.0311711 | val_loss: 0.0311747 | Time: 1485.14 ms [2022-02-06 20:00:25 main:574] : INFO : Epoch 1893 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 1474.44 ms [2022-02-06 20:00:26 main:574] : INFO : Epoch 1894 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 1494.75 ms [2022-02-06 20:00:28 main:574] : INFO : Epoch 1895 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1483.65 ms [2022-02-06 20:00:29 main:574] : INFO : Epoch 1896 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 1482.75 ms [2022-02-06 20:00:31 main:574] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311749 | Time: 1507.69 ms [2022-02-06 20:00:32 main:574] : INFO : Epoch 1898 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 1485.5 ms [2022-02-06 20:00:34 main:574] : INFO : Epoch 1899 | loss: 0.0311731 | val_loss: 0.0311749 | Time: 1484.07 ms [2022-02-06 20:00:35 main:574] : INFO : Epoch 1900 | loss: 0.0311704 | val_loss: 0.0311739 | Time: 1484.91 ms [2022-02-06 20:00:37 main:574] : INFO : Epoch 1901 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1485.37 ms [2022-02-06 20:00:38 main:574] : INFO : Epoch 1902 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 1485.04 ms [2022-02-06 20:00:40 main:574] : INFO : Epoch 1903 | loss: 0.0311716 | val_loss: 0.0311827 | Time: 1490.86 ms [2022-02-06 20:00:41 main:574] : INFO : Epoch 1904 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 1490.58 ms [2022-02-06 20:00:43 main:574] : INFO : Epoch 1905 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 1492.52 ms [2022-02-06 20:00:44 main:574] : INFO : Epoch 1906 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 1497.26 ms [2022-02-06 20:00:46 main:574] : INFO : Epoch 1907 | loss: 0.0311787 | val_loss: 0.0311747 | Time: 1477.23 ms [2022-02-06 20:00:47 main:574] : INFO : Epoch 1908 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 1492.71 ms [2022-02-06 20:00:49 main:574] : INFO : Epoch 1909 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 1486.96 ms [2022-02-06 20:00:50 main:574] : INFO : Epoch 1910 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 1513.78 ms [2022-02-06 20:00:52 main:574] : INFO : Epoch 1911 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 1509.39 ms [2022-02-06 20:00:53 main:574] : INFO : Epoch 1912 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1520.13 ms [2022-02-06 20:00:55 main:574] : INFO : Epoch 1913 | loss: 0.0311795 | val_loss: 0.0311752 | Time: 1485.01 ms [2022-02-06 20:00:56 main:574] : INFO : Epoch 1914 | loss: 0.031174 | val_loss: 0.0311836 | Time: 1480 ms [2022-02-06 20:00:58 main:574] : INFO : Epoch 1915 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 1480.81 ms [2022-02-06 20:00:59 main:574] : INFO : Epoch 1916 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 1486.43 ms [2022-02-06 20:01:01 main:574] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 1501.46 ms [2022-02-06 20:01:02 main:574] : INFO : Epoch 1918 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 1492.1 ms [2022-02-06 20:01:04 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 1485.64 ms [2022-02-06 20:01:05 main:574] : INFO : Epoch 1920 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 1497.26 ms [2022-02-06 20:01:07 main:574] : INFO : Epoch 1921 | loss: 0.0311738 | val_loss: 0.0311878 | Time: 1486.57 ms [2022-02-06 20:01:08 main:574] : INFO : Epoch 1922 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1483.74 ms [2022-02-06 20:01:10 main:574] : INFO : Epoch 1923 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 1492.88 ms [2022-02-06 20:01:11 main:574] : INFO : Epoch 1924 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 1487.39 ms [2022-02-06 20:01:13 main:574] : INFO : Epoch 1925 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 1485.85 ms [2022-02-06 20:01:14 main:574] : INFO : Epoch 1926 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 1481.92 ms [2022-02-06 20:01:16 main:574] : INFO : Epoch 1927 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 1485.32 ms [2022-02-06 20:01:17 main:574] : INFO : Epoch 1928 | loss: 0.0311736 | val_loss: 0.0311743 | Time: 1489.08 ms [2022-02-06 20:01:19 main:574] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 1529.89 ms [2022-02-06 20:01:20 main:574] : INFO : Epoch 1930 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 1492.7 ms [2022-02-06 20:01:22 main:574] : INFO : Epoch 1931 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 1474.71 ms [2022-02-06 20:01:23 main:574] : INFO : Epoch 1932 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 1483.17 ms [2022-02-06 20:01:25 main:574] : INFO : Epoch 1933 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 1480.92 ms [2022-02-06 20:01:26 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 1476.93 ms [2022-02-06 20:01:28 main:574] : INFO : Epoch 1935 | loss: 0.0311744 | val_loss: 0.031174 | Time: 1478.67 ms [2022-02-06 20:01:29 main:574] : INFO : Epoch 1936 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 1480.92 ms [2022-02-06 20:01:31 main:574] : INFO : Epoch 1937 | loss: 0.0311774 | val_loss: 0.0311742 | Time: 1479.86 ms [2022-02-06 20:01:32 main:574] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311749 | Time: 1480.38 ms [2022-02-06 20:01:34 main:574] : INFO : Epoch 1939 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 1486.15 ms [2022-02-06 20:01:35 main:574] : INFO : Epoch 1940 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1494.53 ms [2022-02-06 20:01:37 main:574] : INFO : Epoch 1941 | loss: 0.031174 | val_loss: 0.0311733 | Time: 1478 ms [2022-02-06 20:01:38 main:574] : INFO : Epoch 1942 | loss: 0.0311713 | val_loss: 0.031179 | Time: 1486.2 ms [2022-02-06 20:01:40 main:574] : INFO : Epoch 1943 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 1523.54 ms [2022-02-06 20:01:41 main:574] : INFO : Epoch 1944 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1498.52 ms [2022-02-06 20:01:43 main:574] : INFO : Epoch 1945 | loss: 0.0311743 | val_loss: 0.0311747 | Time: 1500.95 ms [2022-02-06 20:01:44 main:574] : INFO : Epoch 1946 | loss: 0.0311761 | val_loss: 0.0311756 | Time: 1497.58 ms [2022-02-06 20:01:46 main:574] : INFO : Epoch 1947 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1493.38 ms [2022-02-06 20:01:47 main:574] : INFO : Epoch 1948 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 1477.63 ms [2022-02-06 20:01:49 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311892 | Time: 1501.18 ms [2022-02-06 20:01:50 main:574] : INFO : Epoch 1950 | loss: 0.0311811 | val_loss: 0.0311791 | Time: 1490.58 ms [2022-02-06 20:01:52 main:574] : INFO : Epoch 1951 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 1487.46 ms [2022-02-06 20:01:53 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 1486.46 ms [2022-02-06 20:01:55 main:574] : INFO : Epoch 1953 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 1487.14 ms [2022-02-06 20:01:56 main:574] : INFO : Epoch 1954 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 1489.53 ms [2022-02-06 20:01:58 main:574] : INFO : Epoch 1955 | loss: 0.03117 | val_loss: 0.0311744 | Time: 1486.32 ms [2022-02-06 20:01:59 main:574] : INFO : Epoch 1956 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 1497.02 ms [2022-02-06 20:02:01 main:574] : INFO : Epoch 1957 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1495.51 ms [2022-02-06 20:02:02 main:574] : INFO : Epoch 1958 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 1483.96 ms [2022-02-06 20:02:04 main:574] : INFO : Epoch 1959 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1478.1 ms [2022-02-06 20:02:05 main:574] : INFO : Epoch 1960 | loss: 0.0311708 | val_loss: 0.0311864 | Time: 1490.96 ms [2022-02-06 20:02:07 main:574] : INFO : Epoch 1961 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 1477.45 ms [2022-02-06 20:02:08 main:574] : INFO : Epoch 1962 | loss: 0.0311706 | val_loss: 0.031175 | Time: 1487.44 ms [2022-02-06 20:02:10 main:574] : INFO : Epoch 1963 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 1485.86 ms [2022-02-06 20:02:11 main:574] : INFO : Epoch 1964 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 1487.94 ms [2022-02-06 20:02:13 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.0311819 | Time: 1505.39 ms [2022-02-06 20:02:14 main:574] : INFO : Epoch 1966 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 1502.74 ms [2022-02-06 20:02:16 main:574] : INFO : Epoch 1967 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 1493.6 ms [2022-02-06 20:02:17 main:574] : INFO : Epoch 1968 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1485.32 ms [2022-02-06 20:02:19 main:574] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311778 | Time: 1486.82 ms [2022-02-06 20:02:20 main:574] : INFO : Epoch 1970 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 1475.07 ms [2022-02-06 20:02:22 main:574] : INFO : Epoch 1971 | loss: 0.031172 | val_loss: 0.0311783 | Time: 1491.62 ms [2022-02-06 20:02:23 main:574] : INFO : Epoch 1972 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 1481.62 ms [2022-02-06 20:02:24 main:574] : INFO : Epoch 1973 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 1476 ms [2022-02-06 20:02:26 main:574] : INFO : Epoch 1974 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 1489.44 ms [2022-02-06 20:02:28 main:574] : INFO : Epoch 1975 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 1510.71 ms [2022-02-06 20:02:29 main:574] : INFO : Epoch 1976 | loss: 0.0311693 | val_loss: 0.0311785 | Time: 1504.12 ms [2022-02-06 20:02:31 main:574] : INFO : Epoch 1977 | loss: 0.0311729 | val_loss: 0.0311879 | Time: 1484.48 ms [2022-02-06 20:02:32 main:574] : INFO : Epoch 1978 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 1490.37 ms [2022-02-06 20:02:34 main:574] : INFO : Epoch 1979 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 1478.57 ms [2022-02-06 20:02:35 main:574] : INFO : Epoch 1980 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1495.11 ms [2022-02-06 20:02:36 main:574] : INFO : Epoch 1981 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 1482.19 ms [2022-02-06 20:02:38 main:574] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1488.93 ms [2022-02-06 20:02:39 main:574] : INFO : Epoch 1983 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 1487.31 ms [2022-02-06 20:02:41 main:574] : INFO : Epoch 1984 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 1482.89 ms [2022-02-06 20:02:42 main:574] : INFO : Epoch 1985 | loss: 0.031171 | val_loss: 0.0311808 | Time: 1505.53 ms [2022-02-06 20:02:44 main:574] : INFO : Epoch 1986 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 1494.09 ms [2022-02-06 20:02:45 main:574] : INFO : Epoch 1987 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1488.82 ms [2022-02-06 20:02:47 main:574] : INFO : Epoch 1988 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 1483.76 ms [2022-02-06 20:02:48 main:574] : INFO : Epoch 1989 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1479.94 ms [2022-02-06 20:02:50 main:574] : INFO : Epoch 1990 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 1472.03 ms [2022-02-06 20:02:51 main:574] : INFO : Epoch 1991 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1477.62 ms [2022-02-06 20:02:53 main:574] : INFO : Epoch 1992 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 1489.6 ms [2022-02-06 20:02:54 main:574] : INFO : Epoch 1993 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1487 ms [2022-02-06 20:02:56 main:574] : INFO : Epoch 1994 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1481.72 ms [2022-02-06 20:02:57 main:574] : INFO : Epoch 1995 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 1496.03 ms [2022-02-06 20:02:59 main:574] : INFO : Epoch 1996 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 1489.12 ms [2022-02-06 20:03:00 main:574] : INFO : Epoch 1997 | loss: 0.031177 | val_loss: 0.0311832 | Time: 1487.97 ms [2022-02-06 20:03:02 main:574] : INFO : Epoch 1998 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1481.64 ms [2022-02-06 20:03:03 main:574] : INFO : Epoch 1999 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1495.93 ms [2022-02-06 20:03:05 main:574] : INFO : Epoch 2000 | loss: 0.031174 | val_loss: 0.0311765 | Time: 1482.15 ms [2022-02-06 20:03:06 main:574] : INFO : Epoch 2001 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1490.71 ms [2022-02-06 20:03:08 main:574] : INFO : Epoch 2002 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1478.33 ms [2022-02-06 20:03:09 main:574] : INFO : Epoch 2003 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1493.58 ms [2022-02-06 20:03:11 main:574] : INFO : Epoch 2004 | loss: 0.0311744 | val_loss: 0.0311747 | Time: 1493.29 ms [2022-02-06 20:03:12 main:574] : INFO : Epoch 2005 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 1482.55 ms [2022-02-06 20:03:14 main:574] : INFO : Epoch 2006 | loss: 0.0311727 | val_loss: 0.031175 | Time: 1488.42 ms [2022-02-06 20:03:15 main:574] : INFO : Epoch 2007 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 1480.58 ms [2022-02-06 20:03:17 main:574] : INFO : Epoch 2008 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 1488.32 ms [2022-02-06 20:03:18 main:574] : INFO : Epoch 2009 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1495.84 ms [2022-02-06 20:03:20 main:574] : INFO : Epoch 2010 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 1473.69 ms [2022-02-06 20:03:21 main:574] : INFO : Epoch 2011 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 1495.56 ms [2022-02-06 20:03:23 main:574] : INFO : Epoch 2012 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1487.54 ms [2022-02-06 20:03:24 main:574] : INFO : Epoch 2013 | loss: 0.0311731 | val_loss: 0.0311902 | Time: 1485.92 ms [2022-02-06 20:03:26 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 1488.69 ms [2022-02-06 20:03:27 main:574] : INFO : Epoch 2015 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 1487.92 ms [2022-02-06 20:03:29 main:574] : INFO : Epoch 2016 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 1483.68 ms [2022-02-06 20:03:30 main:574] : INFO : Epoch 2017 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 1483.77 ms [2022-02-06 20:03:32 main:574] : INFO : Epoch 2018 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1492.83 ms [2022-02-06 20:03:33 main:574] : INFO : Epoch 2019 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 1479.96 ms [2022-02-06 20:03:35 main:574] : INFO : Epoch 2020 | loss: 0.0311721 | val_loss: 0.0311843 | Time: 1483.07 ms [2022-02-06 20:03:36 main:574] : INFO : Epoch 2021 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 1482.89 ms [2022-02-06 20:03:38 main:574] : INFO : Epoch 2022 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 1485.66 ms [2022-02-06 20:03:39 main:574] : INFO : Epoch 2023 | loss: 0.0311727 | val_loss: 0.0311734 | Time: 1491.11 ms [2022-02-06 20:03:41 main:574] : INFO : Epoch 2024 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 1484.2 ms [2022-02-06 20:03:42 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 1491.78 ms [2022-02-06 20:03:44 main:574] : INFO : Epoch 2026 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1500.29 ms [2022-02-06 20:03:45 main:574] : INFO : Epoch 2027 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1498.53 ms [2022-02-06 20:03:47 main:574] : INFO : Epoch 2028 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 1489.24 ms [2022-02-06 20:03:48 main:574] : INFO : Epoch 2029 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 1496.29 ms [2022-02-06 20:03:50 main:574] : INFO : Epoch 2030 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 1489.28 ms [2022-02-06 20:03:51 main:574] : INFO : Epoch 2031 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1476.39 ms [2022-02-06 20:03:53 main:574] : INFO : Epoch 2032 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 1483.95 ms [2022-02-06 20:03:54 main:574] : INFO : Epoch 2033 | loss: 0.0311689 | val_loss: 0.031177 | Time: 1483.57 ms [2022-02-06 20:03:56 main:574] : INFO : Epoch 2034 | loss: 0.0311718 | val_loss: 0.0311865 | Time: 1481.54 ms [2022-02-06 20:03:57 main:574] : INFO : Epoch 2035 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 1488.39 ms [2022-02-06 20:03:59 main:574] : INFO : Epoch 2036 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 1478.6 ms [2022-02-06 20:04:00 main:574] : INFO : Epoch 2037 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 1532.79 ms [2022-02-06 20:04:02 main:574] : INFO : Epoch 2038 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 1537.09 ms [2022-02-06 20:04:03 main:574] : INFO : Epoch 2039 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 1488.1 ms [2022-02-06 20:04:05 main:574] : INFO : Epoch 2040 | loss: 0.0311717 | val_loss: 0.031176 | Time: 1481.56 ms [2022-02-06 20:04:06 main:574] : INFO : Epoch 2041 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 1504.48 ms [2022-02-06 20:04:08 main:574] : INFO : Epoch 2042 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 1481.99 ms [2022-02-06 20:04:09 main:574] : INFO : Epoch 2043 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 1490.83 ms [2022-02-06 20:04:11 main:574] : INFO : Epoch 2044 | loss: 0.0311701 | val_loss: 0.0311818 | Time: 1485.53 ms [2022-02-06 20:04:12 main:574] : INFO : Epoch 2045 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 1479.36 ms [2022-02-06 20:04:14 main:574] : INFO : Epoch 2046 | loss: 0.0311731 | val_loss: 0.0311787 | Time: 1484.63 ms [2022-02-06 20:04:15 main:574] : INFO : Epoch 2047 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 1474.47 ms [2022-02-06 20:04:17 main:574] : INFO : Epoch 2048 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 1478.42 ms [2022-02-06 20:04:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821 [2022-02-06 20:04:17 main:603] : INFO : Saving end state to config to file [2022-02-06 20:04:17 main:608] : INFO : Success, exiting.. 20:04:17 (33604): 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)