Task 3750882
| Name | ParityModified-1608176415-18021-6_1 |
| Workunit | 1846641 |
| Created | 21 Jan 2021, 16:49:07 UTC |
| Sent | 21 Jan 2021, 17:29:29 UTC |
| Report deadline | 28 Jan 2021, 17:29:29 UTC |
| Received | 21 Jan 2021, 21:08:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 19 sec |
| CPU time | 54 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 575.1 ms [2021-01-21 12:49:42 main:574] : INFO : Epoch 1542 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 1613.96 ms [2021-01-21 12:49:43 main:574] : INFO : Epoch 1543 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 1618.11 ms [2021-01-21 12:49:45 main:574] : INFO : Epoch 1544 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 1621.05 ms [2021-01-21 12:49:47 main:574] : INFO : Epoch 1545 | loss: 0.0311747 | val_loss: 0.031185 | Time: 1593.47 ms [2021-01-21 12:49:48 main:574] : INFO : Epoch 1546 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 1581.47 ms [2021-01-21 12:49:50 main:574] : INFO : Epoch 1547 | loss: 0.0311774 | val_loss: 0.0311876 | Time: 1566.57 ms [2021-01-21 12:49:52 main:574] : INFO : Epoch 1548 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 1615.14 ms [2021-01-21 12:49:53 main:574] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.031185 | Time: 1675.4 ms [2021-01-21 12:49:55 main:574] : INFO : Epoch 1550 | loss: 0.0311755 | val_loss: 0.031185 | Time: 1591.24 ms [2021-01-21 12:49:56 main:574] : INFO : Epoch 1551 | loss: 0.0311748 | val_loss: 0.0311863 | Time: 1624.38 ms [2021-01-21 12:49:58 main:574] : INFO : Epoch 1552 | loss: 0.0311746 | val_loss: 0.0311865 | Time: 1642.62 ms [2021-01-21 12:50:00 main:574] : INFO : Epoch 1553 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 1612.06 ms [2021-01-21 12:50:01 main:574] : INFO : Epoch 1554 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 1571.04 ms [2021-01-21 12:50:03 main:574] : INFO : Epoch 1555 | loss: 0.0311739 | val_loss: 0.031185 | Time: 1607.73 ms [2021-01-21 12:50:05 main:574] : INFO : Epoch 1556 | loss: 0.0311741 | val_loss: 0.0311848 | Time: 1627.97 ms [2021-01-21 12:50:06 main:574] : INFO : Epoch 1557 | loss: 0.0311748 | val_loss: 0.031185 | Time: 1594.89 ms [2021-01-21 12:50:08 main:574] : INFO : Epoch 1558 | loss: 0.0311732 | val_loss: 0.0311849 | Time: 1624.54 ms [2021-01-21 12:50:09 main:574] : INFO : Epoch 1559 | loss: 0.0311736 | val_loss: 0.0311843 | Time: 1614.86 ms [2021-01-21 12:50:11 main:574] : INFO : Epoch 1560 | loss: 0.031175 | val_loss: 0.031184 | Time: 1610.16 ms [2021-01-21 12:50:13 main:574] : INFO : Epoch 1561 | loss: 0.0311752 | val_loss: 0.0311847 | Time: 1597.27 ms [2021-01-21 12:50:14 main:574] : INFO : Epoch 1562 | loss: 0.0311755 | val_loss: 0.0311852 | Time: 1626.45 ms [2021-01-21 12:50:16 main:574] : INFO : Epoch 1563 | loss: 0.0311733 | val_loss: 0.0311849 | Time: 1639.35 ms [2021-01-21 12:50:18 main:574] : INFO : Epoch 1564 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 1601 ms [2021-01-21 12:50:19 main:574] : INFO : Epoch 1565 | loss: 0.0311728 | val_loss: 0.0311847 | Time: 1626.66 ms [2021-01-21 12:50:21 main:574] : INFO : Epoch 1566 | loss: 0.0311736 | val_loss: 0.0311859 | Time: 1599.96 ms [2021-01-21 12:50:22 main:574] : INFO : Epoch 1567 | loss: 0.0311737 | val_loss: 0.0311856 | Time: 1585.03 ms [2021-01-21 12:50:24 main:574] : INFO : Epoch 1568 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 1575.31 ms [2021-01-21 12:50:26 main:574] : INFO : Epoch 1569 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 1592.99 ms [2021-01-21 12:50:27 main:574] : INFO : Epoch 1570 | loss: 0.0311733 | val_loss: 0.0311845 | Time: 1634.03 ms [2021-01-21 12:50:29 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311843 | Time: 1609.55 ms [2021-01-21 12:50:31 main:574] : INFO : Epoch 1572 | loss: 0.0311736 | val_loss: 0.0311832 | Time: 1605.13 ms [2021-01-21 12:50:32 main:574] : INFO : Epoch 1573 | loss: 0.0311738 | val_loss: 0.0311859 | Time: 1563.41 ms [2021-01-21 12:50:34 main:574] : INFO : Epoch 1574 | loss: 0.0311736 | val_loss: 0.0311861 | Time: 1582.78 ms [2021-01-21 12:50:35 main:574] : INFO : Epoch 1575 | loss: 0.0311743 | val_loss: 0.0311855 | Time: 1587.16 ms [2021-01-21 12:50:37 main:574] : INFO : Epoch 1576 | loss: 0.0311725 | val_loss: 0.0311842 | Time: 1602.09 ms [2021-01-21 12:50:39 main:574] : INFO : Epoch 1577 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 1591.55 ms [2021-01-21 12:50:40 main:574] : INFO : Epoch 1578 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 1602.69 ms [2021-01-21 12:50:42 main:574] : INFO : Epoch 1579 | loss: 0.0311732 | val_loss: 0.0311814 | Time: 1601.64 ms [2021-01-21 12:50:43 main:574] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.0311851 | Time: 1638.19 ms [2021-01-21 12:50:45 main:574] : INFO : Epoch 1581 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 1618.24 ms [2021-01-21 12:50:47 main:574] : INFO : Epoch 1582 | loss: 0.031172 | val_loss: 0.0311833 | Time: 1616.96 ms [2021-01-21 12:50:48 main:574] : INFO : Epoch 1583 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 1602.43 ms [2021-01-21 12:50:50 main:574] : INFO : Epoch 1584 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 1621.58 ms [2021-01-21 12:50:52 main:574] : INFO : Epoch 1585 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1642.07 ms [2021-01-21 12:50:53 main:574] : INFO : Epoch 1586 | loss: 0.0311718 | val_loss: 0.0311829 | Time: 1589.24 ms [2021-01-21 12:50:55 main:574] : INFO : Epoch 1587 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 1643.98 ms [2021-01-21 12:50:56 main:574] : INFO : Epoch 1588 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 1613.36 ms [2021-01-21 12:50:58 main:574] : INFO : Epoch 1589 | loss: 0.031173 | val_loss: 0.0311864 | Time: 1579.14 ms [2021-01-21 12:51:00 main:574] : INFO : Epoch 1590 | loss: 0.0311732 | val_loss: 0.0311858 | Time: 1587.23 ms [2021-01-21 12:51:01 main:574] : INFO : Epoch 1591 | loss: 0.0311746 | val_loss: 0.0311882 | Time: 1669.81 ms [2021-01-21 12:51:03 main:574] : INFO : Epoch 1592 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 1580.59 ms [2021-01-21 12:51:05 main:574] : INFO : Epoch 1593 | loss: 0.0311726 | val_loss: 0.0311843 | Time: 1589.1 ms [2021-01-21 12:51:06 main:574] : INFO : Epoch 1594 | loss: 0.031172 | val_loss: 0.0311842 | Time: 1588.57 ms [2021-01-21 12:51:08 main:574] : INFO : Epoch 1595 | loss: 0.0311721 | val_loss: 0.0311862 | Time: 1556.48 ms [2021-01-21 12:51:09 main:574] : INFO : Epoch 1596 | loss: 0.0311721 | val_loss: 0.0311838 | Time: 1571 ms [2021-01-21 12:51:11 main:574] : INFO : Epoch 1597 | loss: 0.0311734 | val_loss: 0.031186 | Time: 1548.41 ms [2021-01-21 12:51:12 main:574] : INFO : Epoch 1598 | loss: 0.031172 | val_loss: 0.0311829 | Time: 1608.16 ms [2021-01-21 12:51:14 main:574] : INFO : Epoch 1599 | loss: 0.0311727 | val_loss: 0.0311874 | Time: 1614.99 ms [2021-01-21 12:51:16 main:574] : INFO : Epoch 1600 | loss: 0.031174 | val_loss: 0.0311827 | Time: 1622.7 ms [2021-01-21 12:51:17 main:574] : INFO : Epoch 1601 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1599.92 ms [2021-01-21 12:51:19 main:574] : INFO : Epoch 1602 | loss: 0.0311731 | val_loss: 0.0311862 | Time: 1590.85 ms [2021-01-21 12:51:21 main:574] : INFO : Epoch 1603 | loss: 0.0311731 | val_loss: 0.0311869 | Time: 1577.6 ms [2021-01-21 12:51:22 main:574] : INFO : Epoch 1604 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 1563.44 ms [2021-01-21 12:51:24 main:574] : INFO : Epoch 1605 | loss: 0.0311735 | val_loss: 0.0311844 | Time: 1625.09 ms [2021-01-21 12:51:25 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 1600.57 ms [2021-01-21 12:51:27 main:574] : INFO : Epoch 1607 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 1628.79 ms [2021-01-21 12:51:29 main:574] : INFO : Epoch 1608 | loss: 0.0311744 | val_loss: 0.031185 | Time: 1610.35 ms [2021-01-21 12:51:30 main:574] : INFO : Epoch 1609 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 1613.9 ms [2021-01-21 12:51:32 main:574] : INFO : Epoch 1610 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 1565.71 ms [2021-01-21 12:51:33 main:574] : INFO : Epoch 1611 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 1617.76 ms [2021-01-21 12:51:35 main:574] : INFO : Epoch 1612 | loss: 0.0311709 | val_loss: 0.0311845 | Time: 1631.55 ms [2021-01-21 12:51:37 main:574] : INFO : Epoch 1613 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 1588.94 ms [2021-01-21 12:51:38 main:574] : INFO : Epoch 1614 | loss: 0.031171 | val_loss: 0.0311834 | Time: 1596.39 ms [2021-01-21 12:51:40 main:574] : INFO : Epoch 1615 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 1604.89 ms [2021-01-21 12:51:41 main:574] : INFO : Epoch 1616 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 1568.3 ms [2021-01-21 12:51:43 main:574] : INFO : Epoch 1617 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 1602.99 ms [2021-01-21 12:51:45 main:574] : INFO : Epoch 1618 | loss: 0.0311717 | val_loss: 0.0311847 | Time: 1621.89 ms [2021-01-21 12:51:46 main:574] : INFO : Epoch 1619 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1588.36 ms [2021-01-21 12:51:48 main:574] : INFO : Epoch 1620 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 1608.54 ms [2021-01-21 12:51:50 main:574] : INFO : Epoch 1621 | loss: 0.03117 | val_loss: 0.0311818 | Time: 1598.28 ms [2021-01-21 12:51:51 main:574] : INFO : Epoch 1622 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1631.94 ms [2021-01-21 12:51:53 main:574] : INFO : Epoch 1623 | loss: 0.0311717 | val_loss: 0.0311839 | Time: 1678.94 ms [2021-01-21 12:51:55 main:574] : INFO : Epoch 1624 | loss: 0.0311707 | val_loss: 0.0311817 | Time: 1582.07 ms [2021-01-21 12:51:56 main:574] : INFO : Epoch 1625 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 1659.74 ms [2021-01-21 12:51:58 main:574] : INFO : Epoch 1626 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 1591.4 ms [2021-01-21 12:51:59 main:574] : INFO : Epoch 1627 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 1608.2 ms [2021-01-21 12:52:01 main:574] : INFO : Epoch 1628 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 1581.73 ms [2021-01-21 12:52:03 main:574] : INFO : Epoch 1629 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 1585.29 ms [2021-01-21 12:52:04 main:574] : INFO : Epoch 1630 | loss: 0.031175 | val_loss: 0.0311808 | Time: 1634.31 ms [2021-01-21 12:52:06 main:574] : INFO : Epoch 1631 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 1612.73 ms [2021-01-21 12:52:07 main:574] : INFO : Epoch 1632 | loss: 0.0311726 | val_loss: 0.0311873 | Time: 1614.16 ms [2021-01-21 12:52:09 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.031187 | Time: 1569.6 ms [2021-01-21 12:52:11 main:574] : INFO : Epoch 1634 | loss: 0.0311714 | val_loss: 0.0311832 | Time: 1594.95 ms [2021-01-21 12:52:12 main:574] : INFO : Epoch 1635 | loss: 0.0311718 | val_loss: 0.0311832 | Time: 1611.92 ms [2021-01-21 12:52:14 main:574] : INFO : Epoch 1636 | loss: 0.031171 | val_loss: 0.0311839 | Time: 1624.18 ms [2021-01-21 12:52:16 main:574] : INFO : Epoch 1637 | loss: 0.03117 | val_loss: 0.0311831 | Time: 1638.61 ms [2021-01-21 12:52:17 main:574] : INFO : Epoch 1638 | loss: 0.0311722 | val_loss: 0.0311842 | Time: 1554.54 ms [2021-01-21 12:52:19 main:574] : INFO : Epoch 1639 | loss: 0.0311714 | val_loss: 0.0311856 | Time: 1585.08 ms [2021-01-21 12:52:20 main:574] : INFO : Epoch 1640 | loss: 0.0311708 | val_loss: 0.0311827 | Time: 1598.2 ms [2021-01-21 12:52:22 main:574] : INFO : Epoch 1641 | loss: 0.031169 | val_loss: 0.0311821 | Time: 1607.11 ms [2021-01-21 12:52:24 main:574] : INFO : Epoch 1642 | loss: 0.0311694 | val_loss: 0.0311851 | Time: 1608.84 ms [2021-01-21 12:52:25 main:574] : INFO : Epoch 1643 | loss: 0.0311706 | val_loss: 0.0311845 | Time: 1587.78 ms [2021-01-21 12:52:27 main:574] : INFO : Epoch 1644 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 1608.12 ms [2021-01-21 12:52:28 main:574] : INFO : Epoch 1645 | loss: 0.0311696 | val_loss: 0.0311858 | Time: 1607.65 ms [2021-01-21 12:52:30 main:574] : INFO : Epoch 1646 | loss: 0.0311697 | val_loss: 0.0311842 | Time: 1599.27 ms [2021-01-21 12:52:32 main:574] : INFO : Epoch 1647 | loss: 0.0311702 | val_loss: 0.031184 | Time: 1598.69 ms [2021-01-21 12:52:33 main:574] : INFO : Epoch 1648 | loss: 0.0311698 | val_loss: 0.0311818 | Time: 1607.63 ms [2021-01-21 12:52:35 main:574] : INFO : Epoch 1649 | loss: 0.0311707 | val_loss: 0.0311829 | Time: 1601.44 ms [2021-01-21 12:52:37 main:574] : INFO : Epoch 1650 | loss: 0.0311692 | val_loss: 0.0311839 | Time: 1592.03 ms [2021-01-21 12:52:38 main:574] : INFO : Epoch 1651 | loss: 0.0311696 | val_loss: 0.031182 | Time: 1688.38 ms [2021-01-21 12:52:40 main:574] : INFO : Epoch 1652 | loss: 0.0311695 | val_loss: 0.0311813 | Time: 1634.13 ms [2021-01-21 12:52:41 main:574] : INFO : Epoch 1653 | loss: 0.0311699 | val_loss: 0.0311811 | Time: 1592.18 ms [2021-01-21 12:52:43 main:574] : INFO : Epoch 1654 | loss: 0.03117 | val_loss: 0.0311829 | Time: 1612.37 ms [2021-01-21 12:52:45 main:574] : INFO : Epoch 1655 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 1594.82 ms [2021-01-21 12:52:46 main:574] : INFO : Epoch 1656 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 1629.1 ms [2021-01-21 12:52:48 main:574] : INFO : Epoch 1657 | loss: 0.0311682 | val_loss: 0.0311804 | Time: 1587.44 ms [2021-01-21 12:52:50 main:574] : INFO : Epoch 1658 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 1589.25 ms [2021-01-21 12:52:51 main:574] : INFO : Epoch 1659 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 1625.84 ms [2021-01-21 12:52:53 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 1634.33 ms [2021-01-21 12:52:54 main:574] : INFO : Epoch 1661 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 1629.53 ms [2021-01-21 12:52:56 main:574] : INFO : Epoch 1662 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 1561.69 ms [2021-01-21 12:52:58 main:574] : INFO : Epoch 1663 | loss: 0.0311681 | val_loss: 0.0311797 | Time: 1574.84 ms [2021-01-21 12:52:59 main:574] : INFO : Epoch 1664 | loss: 0.0311674 | val_loss: 0.031181 | Time: 1585.26 ms [2021-01-21 12:53:01 main:574] : INFO : Epoch 1665 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1635.85 ms [2021-01-21 12:53:03 main:574] : INFO : Epoch 1666 | loss: 0.0311679 | val_loss: 0.03118 | Time: 1672.19 ms [2021-01-21 12:53:04 main:574] : INFO : Epoch 1667 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 1643.26 ms [2021-01-21 12:53:06 main:574] : INFO : Epoch 1668 | loss: 0.0311693 | val_loss: 0.0311847 | Time: 1623.52 ms [2021-01-21 12:53:07 main:574] : INFO : Epoch 1669 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 1589.03 ms [2021-01-21 12:53:09 main:574] : INFO : Epoch 1670 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 1552.33 ms [2021-01-21 12:53:11 main:574] : INFO : Epoch 1671 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 1613.07 ms [2021-01-21 12:53:12 main:574] : INFO : Epoch 1672 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 1637.93 ms [2021-01-21 12:53:14 main:574] : INFO : Epoch 1673 | loss: 0.0311698 | val_loss: 0.0311889 | Time: 1604.65 ms [2021-01-21 12:53:16 main:574] : INFO : Epoch 1674 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 1658.72 ms [2021-01-21 12:53:17 main:574] : INFO : Epoch 1675 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 1626.18 ms [2021-01-21 12:53:19 main:574] : INFO : Epoch 1676 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 1611.17 ms [2021-01-21 12:53:20 main:574] : INFO : Epoch 1677 | loss: 0.0311685 | val_loss: 0.0311823 | Time: 1619.41 ms [2021-01-21 12:53:22 main:574] : INFO : Epoch 1678 | loss: 0.0311686 | val_loss: 0.0311842 | Time: 1553.8 ms [2021-01-21 12:53:24 main:574] : INFO : Epoch 1679 | loss: 0.03117 | val_loss: 0.0311804 | Time: 1614.21 ms [2021-01-21 12:53:25 main:574] : INFO : Epoch 1680 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 1606.04 ms [2021-01-21 12:53:27 main:574] : INFO : Epoch 1681 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 1642.25 ms [2021-01-21 12:53:29 main:574] : INFO : Epoch 1682 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 1605.34 ms [2021-01-21 12:53:30 main:574] : INFO : Epoch 1683 | loss: 0.031168 | val_loss: 0.0311847 | Time: 1614.37 ms [2021-01-21 12:53:32 main:574] : INFO : Epoch 1684 | loss: 0.0311685 | val_loss: 0.0311806 | Time: 1621.7 ms [2021-01-21 12:53:33 main:574] : INFO : Epoch 1685 | loss: 0.0311671 | val_loss: 0.0311817 | Time: 1626.09 ms [2021-01-21 12:53:35 main:574] : INFO : Epoch 1686 | loss: 0.0311682 | val_loss: 0.0311828 | Time: 1602.21 ms [2021-01-21 12:53:37 main:574] : INFO : Epoch 1687 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 1632.51 ms [2021-01-21 12:53:38 main:574] : INFO : Epoch 1688 | loss: 0.031167 | val_loss: 0.0311809 | Time: 1633.81 ms [2021-01-21 12:53:40 main:574] : INFO : Epoch 1689 | loss: 0.0311667 | val_loss: 0.0311813 | Time: 1631.13 ms [2021-01-21 12:53:42 main:574] : INFO : Epoch 1690 | loss: 0.0311673 | val_loss: 0.0311845 | Time: 1621.38 ms [2021-01-21 12:53:43 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1624.8 ms [2021-01-21 12:53:45 main:574] : INFO : Epoch 1692 | loss: 0.0311672 | val_loss: 0.0311829 | Time: 1624.56 ms [2021-01-21 12:53:47 main:574] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311816 | Time: 1623.87 ms [2021-01-21 12:53:48 main:574] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311807 | Time: 1618.44 ms [2021-01-21 12:53:50 main:574] : INFO : Epoch 1695 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 1606 ms [2021-01-21 12:53:51 main:574] : INFO : Epoch 1696 | loss: 0.0311671 | val_loss: 0.0311819 | Time: 1615 ms [2021-01-21 12:53:53 main:574] : INFO : Epoch 1697 | loss: 0.0311735 | val_loss: 0.031186 | Time: 1556.06 ms [2021-01-21 12:53:55 main:574] : INFO : Epoch 1698 | loss: 0.0311716 | val_loss: 0.031186 | Time: 1587.6 ms [2021-01-21 12:53:56 main:574] : INFO : Epoch 1699 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 1618.01 ms [2021-01-21 12:53:58 main:574] : INFO : Epoch 1700 | loss: 0.031169 | val_loss: 0.0311833 | Time: 1587.2 ms [2021-01-21 12:53:59 main:574] : INFO : Epoch 1701 | loss: 0.0311685 | val_loss: 0.0311837 | Time: 1594.61 ms [2021-01-21 12:54:01 main:574] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.031181 | Time: 1591.16 ms [2021-01-21 12:54:03 main:574] : INFO : Epoch 1703 | loss: 0.0311691 | val_loss: 0.0311834 | Time: 1612.49 ms [2021-01-21 12:54:04 main:574] : INFO : Epoch 1704 | loss: 0.0311691 | val_loss: 0.0311822 | Time: 1649.94 ms [2021-01-21 12:54:06 main:574] : INFO : Epoch 1705 | loss: 0.0311673 | val_loss: 0.0311852 | Time: 1634.55 ms [2021-01-21 12:54:08 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311828 | Time: 1607.96 ms [2021-01-21 12:54:09 main:574] : INFO : Epoch 1707 | loss: 0.0311701 | val_loss: 0.0311864 | Time: 1628.06 ms [2021-01-21 12:54:11 main:574] : INFO : Epoch 1708 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 1599.37 ms [2021-01-21 12:54:12 main:574] : INFO : Epoch 1709 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 1619.47 ms [2021-01-21 12:54:14 main:574] : INFO : Epoch 1710 | loss: 0.0311708 | val_loss: 0.031187 | Time: 1618.94 ms [2021-01-21 12:54:16 main:574] : INFO : Epoch 1711 | loss: 0.0311724 | val_loss: 0.0311897 | Time: 1616.79 ms [2021-01-21 12:54:17 main:574] : INFO : Epoch 1712 | loss: 0.0311701 | val_loss: 0.031186 | Time: 1611.71 ms [2021-01-21 12:54:19 main:574] : INFO : Epoch 1713 | loss: 0.0311688 | val_loss: 0.0311837 | Time: 1597.64 ms [2021-01-21 12:54:21 main:574] : INFO : Epoch 1714 | loss: 0.031168 | val_loss: 0.0311854 | Time: 1627.24 ms [2021-01-21 12:54:22 main:574] : INFO : Epoch 1715 | loss: 0.0311705 | val_loss: 0.0311866 | Time: 1628.71 ms [2021-01-21 12:54:24 main:574] : INFO : Epoch 1716 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 1634.89 ms [2021-01-21 12:54:25 main:574] : INFO : Epoch 1717 | loss: 0.0311699 | val_loss: 0.0311858 | Time: 1584.07 ms [2021-01-21 12:54:27 main:574] : INFO : Epoch 1718 | loss: 0.0311704 | val_loss: 0.0311856 | Time: 1607.29 ms [2021-01-21 12:54:29 main:574] : INFO : Epoch 1719 | loss: 0.0311694 | val_loss: 0.0311859 | Time: 1596.99 ms [2021-01-21 12:54:30 main:574] : INFO : Epoch 1720 | loss: 0.0311737 | val_loss: 0.031186 | Time: 1602.31 ms [2021-01-21 12:54:32 main:574] : INFO : Epoch 1721 | loss: 0.0311734 | val_loss: 0.0311832 | Time: 1605.32 ms [2021-01-21 12:54:34 main:574] : INFO : Epoch 1722 | loss: 0.031172 | val_loss: 0.0311831 | Time: 1635.89 ms [2021-01-21 12:54:35 main:574] : INFO : Epoch 1723 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 1634.93 ms [2021-01-21 12:54:37 main:574] : INFO : Epoch 1724 | loss: 0.0311752 | val_loss: 0.0311842 | Time: 1604.85 ms [2021-01-21 12:54:38 main:574] : INFO : Epoch 1725 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1598.75 ms [2021-01-21 12:54:40 main:574] : INFO : Epoch 1726 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 1596.92 ms [2021-01-21 12:54:42 main:574] : INFO : Epoch 1727 | loss: 0.03117 | val_loss: 0.0311798 | Time: 1570.37 ms [2021-01-21 12:54:43 main:574] : INFO : Epoch 1728 | loss: 0.0311699 | val_loss: 0.0311815 | Time: 1583.51 ms [2021-01-21 12:54:45 main:574] : INFO : Epoch 1729 | loss: 0.0311711 | val_loss: 0.0311861 | Time: 1588.42 ms [2021-01-21 12:54:46 main:574] : INFO : Epoch 1730 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 1553.06 ms [2021-01-21 12:54:48 main:574] : INFO : Epoch 1731 | loss: 0.0311706 | val_loss: 0.0311846 | Time: 1589.5 ms [2021-01-21 12:54:50 main:574] : INFO : Epoch 1732 | loss: 0.03117 | val_loss: 0.0311816 | Time: 1635.66 ms [2021-01-21 12:54:51 main:574] : INFO : Epoch 1733 | loss: 0.0311686 | val_loss: 0.0311816 | Time: 1582.54 ms [2021-01-21 12:54:53 main:574] : INFO : Epoch 1734 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 1584.08 ms [2021-01-21 12:54:54 main:574] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311842 | Time: 1670.86 ms [2021-01-21 12:54:56 main:574] : INFO : Epoch 1736 | loss: 0.0311696 | val_loss: 0.0311832 | Time: 1584.79 ms [2021-01-21 12:54:58 main:574] : INFO : Epoch 1737 | loss: 0.0311689 | val_loss: 0.0311822 | Time: 1633.93 ms [2021-01-21 12:54:59 main:574] : INFO : Epoch 1738 | loss: 0.031169 | val_loss: 0.0311854 | Time: 1586.11 ms [2021-01-21 12:55:01 main:574] : INFO : Epoch 1739 | loss: 0.0311693 | val_loss: 0.0311863 | Time: 1655.37 ms [2021-01-21 12:55:03 main:574] : INFO : Epoch 1740 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 1581.13 ms [2021-01-21 12:55:04 main:574] : INFO : Epoch 1741 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 1632.36 ms [2021-01-21 12:55:06 main:574] : INFO : Epoch 1742 | loss: 0.0311689 | val_loss: 0.0311838 | Time: 1608.41 ms [2021-01-21 12:55:07 main:574] : INFO : Epoch 1743 | loss: 0.0311681 | val_loss: 0.0311838 | Time: 1601.32 ms [2021-01-21 12:55:09 main:574] : INFO : Epoch 1744 | loss: 0.0311681 | val_loss: 0.0311835 | Time: 1581.65 ms [2021-01-21 12:55:11 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311836 | Time: 1613.17 ms [2021-01-21 12:55:12 main:574] : INFO : Epoch 1746 | loss: 0.0311683 | val_loss: 0.0311814 | Time: 1601.3 ms [2021-01-21 12:55:14 main:574] : INFO : Epoch 1747 | loss: 0.0311692 | val_loss: 0.0311847 | Time: 1594.98 ms [2021-01-21 12:55:16 main:574] : INFO : Epoch 1748 | loss: 0.0311694 | val_loss: 0.0311843 | Time: 1648.22 ms [2021-01-21 12:55:17 main:574] : INFO : Epoch 1749 | loss: 0.0311734 | val_loss: 0.0311863 | Time: 1600.59 ms [2021-01-21 12:55:19 main:574] : INFO : Epoch 1750 | loss: 0.0311735 | val_loss: 0.031184 | Time: 1585.39 ms [2021-01-21 12:55:20 main:574] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 1611.49 ms [2021-01-21 12:55:22 main:574] : INFO : Epoch 1752 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 1610.57 ms [2021-01-21 12:55:24 main:574] : INFO : Epoch 1753 | loss: 0.0311756 | val_loss: 0.0311836 | Time: 1628.54 ms [2021-01-21 12:55:25 main:574] : INFO : Epoch 1754 | loss: 0.0311741 | val_loss: 0.0311851 | Time: 1596.92 ms [2021-01-21 12:55:27 main:574] : INFO : Epoch 1755 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 1603.03 ms [2021-01-21 12:55:29 main:574] : INFO : Epoch 1756 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 1602.84 ms [2021-01-21 12:55:30 main:574] : INFO : Epoch 1757 | loss: 0.0311707 | val_loss: 0.0311832 | Time: 1588.59 ms [2021-01-21 12:55:32 main:574] : INFO : Epoch 1758 | loss: 0.0311724 | val_loss: 0.031187 | Time: 1640.2 ms [2021-01-21 12:55:33 main:574] : INFO : Epoch 1759 | loss: 0.0311793 | val_loss: 0.0311974 | Time: 1512.48 ms [2021-01-21 12:55:35 main:574] : INFO : Epoch 1760 | loss: 0.031177 | val_loss: 0.0311857 | Time: 1584.5 ms [2021-01-21 12:55:37 main:574] : INFO : Epoch 1761 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1609.97 ms [2021-01-21 12:55:38 main:574] : INFO : Epoch 1762 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 1598.85 ms [2021-01-21 12:55:40 main:574] : INFO : Epoch 1763 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 1589.93 ms [2021-01-21 12:55:41 main:574] : INFO : Epoch 1764 | loss: 0.0311724 | val_loss: 0.0311842 | Time: 1595.77 ms [2021-01-21 12:55:43 main:574] : INFO : Epoch 1765 | loss: 0.0311711 | val_loss: 0.0311851 | Time: 1591.73 ms [2021-01-21 12:55:45 main:574] : INFO : Epoch 1766 | loss: 0.0311703 | val_loss: 0.0311829 | Time: 1576 ms [2021-01-21 12:55:46 main:574] : INFO : Epoch 1767 | loss: 0.0311698 | val_loss: 0.0311852 | Time: 1602.75 ms [2021-01-21 12:55:48 main:574] : INFO : Epoch 1768 | loss: 0.0311701 | val_loss: 0.0311842 | Time: 1601.47 ms [2021-01-21 12:55:49 main:574] : INFO : Epoch 1769 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 1612.42 ms [2021-01-21 12:55:51 main:574] : INFO : Epoch 1770 | loss: 0.0311695 | val_loss: 0.0311821 | Time: 1613.29 ms [2021-01-21 12:55:53 main:574] : INFO : Epoch 1771 | loss: 0.03117 | val_loss: 0.0311876 | Time: 1598.49 ms [2021-01-21 12:55:54 main:574] : INFO : Epoch 1772 | loss: 0.03117 | val_loss: 0.0311835 | Time: 1628.23 ms [2021-01-21 12:55:56 main:574] : INFO : Epoch 1773 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 1625.57 ms [2021-01-21 12:55:57 main:574] : INFO : Epoch 1774 | loss: 0.0311699 | val_loss: 0.0311849 | Time: 1572.74 ms [2021-01-21 12:55:59 main:574] : INFO : Epoch 1775 | loss: 0.0311706 | val_loss: 0.0311823 | Time: 1564.01 ms [2021-01-21 12:56:01 main:574] : INFO : Epoch 1776 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 1610.08 ms [2021-01-21 12:56:02 main:574] : INFO : Epoch 1777 | loss: 0.0311694 | val_loss: 0.031181 | Time: 1589.67 ms [2021-01-21 12:56:04 main:574] : INFO : Epoch 1778 | loss: 0.0311685 | val_loss: 0.0311841 | Time: 1606.42 ms [2021-01-21 12:56:06 main:574] : INFO : Epoch 1779 | loss: 0.0311696 | val_loss: 0.0311855 | Time: 1624.94 ms [2021-01-21 12:56:07 main:574] : INFO : Epoch 1780 | loss: 0.0311729 | val_loss: 0.0311821 | Time: 1608.88 ms [2021-01-21 12:56:09 main:574] : INFO : Epoch 1781 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 1599.12 ms [2021-01-21 12:56:10 main:574] : INFO : Epoch 1782 | loss: 0.0311711 | val_loss: 0.031181 | Time: 1572.87 ms [2021-01-21 12:56:12 main:574] : INFO : Epoch 1783 | loss: 0.0311707 | val_loss: 0.0311809 | Time: 1674.16 ms [2021-01-21 12:56:14 main:574] : INFO : Epoch 1784 | loss: 0.0311697 | val_loss: 0.0311798 | Time: 1584 ms [2021-01-21 12:56:15 main:574] : INFO : Epoch 1785 | loss: 0.0311694 | val_loss: 0.0311799 | Time: 1597.86 ms [2021-01-21 12:56:17 main:574] : INFO : Epoch 1786 | loss: 0.03117 | val_loss: 0.0311783 | Time: 1603.84 ms [2021-01-21 12:56:18 main:574] : INFO : Epoch 1787 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 1586.58 ms [2021-01-21 12:56:20 main:574] : INFO : Epoch 1788 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1649.81 ms [2021-01-21 12:56:22 main:574] : INFO : Epoch 1789 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 1608.89 ms [2021-01-21 12:56:23 main:574] : INFO : Epoch 1790 | loss: 0.0311698 | val_loss: 0.0311813 | Time: 1634.59 ms [2021-01-21 12:56:25 main:574] : INFO : Epoch 1791 | loss: 0.0311703 | val_loss: 0.0311839 | Time: 1651.61 ms [2021-01-21 12:56:27 main:574] : INFO : Epoch 1792 | loss: 0.0311707 | val_loss: 0.031184 | Time: 1645.87 ms [2021-01-21 12:56:28 main:574] : INFO : Epoch 1793 | loss: 0.03117 | val_loss: 0.0311813 | Time: 1578.49 ms [2021-01-21 12:56:30 main:574] : INFO : Epoch 1794 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 1578.53 ms [2021-01-21 12:56:31 main:574] : INFO : Epoch 1795 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 1608.93 ms [2021-01-21 12:56:33 main:574] : INFO : Epoch 1796 | loss: 0.0311707 | val_loss: 0.0311916 | Time: 1606.22 ms [2021-01-21 12:56:35 main:574] : INFO : Epoch 1797 | loss: 0.0311723 | val_loss: 0.0311831 | Time: 1582.88 ms [2021-01-21 12:56:36 main:574] : INFO : Epoch 1798 | loss: 0.0311705 | val_loss: 0.0312012 | Time: 1612.53 ms [2021-01-21 12:56:38 main:574] : INFO : Epoch 1799 | loss: 0.0311954 | val_loss: 0.0311944 | Time: 1598.38 ms [2021-01-21 12:56:40 main:574] : INFO : Epoch 1800 | loss: 0.0311778 | val_loss: 0.0311944 | Time: 1579.59 ms [2021-01-21 12:56:41 main:574] : INFO : Epoch 1801 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 1569.05 ms [2021-01-21 12:56:43 main:574] : INFO : Epoch 1802 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 1582.07 ms [2021-01-21 12:56:44 main:574] : INFO : Epoch 1803 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 1651.21 ms [2021-01-21 12:56:46 main:574] : INFO : Epoch 1804 | loss: 0.03117 | val_loss: 0.0311833 | Time: 1625.19 ms [2021-01-21 12:56:48 main:574] : INFO : Epoch 1805 | loss: 0.031173 | val_loss: 0.0311862 | Time: 1563.73 ms [2021-01-21 12:56:49 main:574] : INFO : Epoch 1806 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 1594.85 ms [2021-01-21 12:56:51 main:574] : INFO : Epoch 1807 | loss: 0.0311708 | val_loss: 0.0311825 | Time: 1564.54 ms [2021-01-21 12:56:52 main:574] : INFO : Epoch 1808 | loss: 0.0311725 | val_loss: 0.031184 | Time: 1608.38 ms [2021-01-21 12:56:54 main:574] : INFO : Epoch 1809 | loss: 0.0311716 | val_loss: 0.031179 | Time: 1580.85 ms [2021-01-21 12:56:56 main:574] : INFO : Epoch 1810 | loss: 0.031172 | val_loss: 0.0311816 | Time: 1561.14 ms [2021-01-21 12:56:57 main:574] : INFO : Epoch 1811 | loss: 0.031172 | val_loss: 0.0311789 | Time: 1612.93 ms [2021-01-21 12:56:59 main:574] : INFO : Epoch 1812 | loss: 0.0311703 | val_loss: 0.0311836 | Time: 1632.78 ms [2021-01-21 12:57:00 main:574] : INFO : Epoch 1813 | loss: 0.0311754 | val_loss: 0.031185 | Time: 1647.13 ms [2021-01-21 12:57:02 main:574] : INFO : Epoch 1814 | loss: 0.031176 | val_loss: 0.0311837 | Time: 1602.36 ms [2021-01-21 12:57:04 main:574] : INFO : Epoch 1815 | loss: 0.0311746 | val_loss: 0.0311819 | Time: 1588.78 ms [2021-01-21 12:57:05 main:574] : INFO : Epoch 1816 | loss: 0.0311743 | val_loss: 0.0311847 | Time: 1556.74 ms [2021-01-21 12:57:07 main:574] : INFO : Epoch 1817 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 1660.85 ms [2021-01-21 12:57:09 main:574] : INFO : Epoch 1818 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1600.14 ms [2021-01-21 12:57:10 main:574] : INFO : Epoch 1819 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1596.12 ms [2021-01-21 12:57:12 main:574] : INFO : Epoch 1820 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1615.65 ms [2021-01-21 12:57:13 main:574] : INFO : Epoch 1821 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 1650.44 ms [2021-01-21 12:57:15 main:574] : INFO : Epoch 1822 | loss: 0.0311727 | val_loss: 0.0311844 | Time: 1605.43 ms [2021-01-21 12:57:17 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0311863 | Time: 1589.05 ms [2021-01-21 12:57:18 main:574] : INFO : Epoch 1824 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1613.12 ms [2021-01-21 12:57:20 main:574] : INFO : Epoch 1825 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 1625.7 ms [2021-01-21 12:57:22 main:574] : INFO : Epoch 1826 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 1626.1 ms [2021-01-21 12:57:23 main:574] : INFO : Epoch 1827 | loss: 0.031172 | val_loss: 0.0311808 | Time: 1611.24 ms [2021-01-21 12:57:25 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311836 | Time: 1615.16 ms [2021-01-21 12:57:26 main:574] : INFO : Epoch 1829 | loss: 0.0311711 | val_loss: 0.0311841 | Time: 1667.1 ms [2021-01-21 12:57:28 main:574] : INFO : Epoch 1830 | loss: 0.0311721 | val_loss: 0.0311835 | Time: 1545.65 ms [2021-01-21 12:57:30 main:574] : INFO : Epoch 1831 | loss: 0.0311712 | val_loss: 0.0311819 | Time: 1592.89 ms [2021-01-21 12:57:31 main:574] : INFO : Epoch 1832 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 1603.6 ms [2021-01-21 12:57:33 main:574] : INFO : Epoch 1833 | loss: 0.0311708 | val_loss: 0.0311849 | Time: 1576.62 ms [2021-01-21 12:57:34 main:574] : INFO : Epoch 1834 | loss: 0.0311713 | val_loss: 0.031182 | Time: 1603.31 ms [2021-01-21 12:57:36 main:574] : INFO : Epoch 1835 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 1616.72 ms [2021-01-21 12:57:38 main:574] : INFO : Epoch 1836 | loss: 0.0311697 | val_loss: 0.031183 | Time: 1585.8 ms [2021-01-21 12:57:39 main:574] : INFO : Epoch 1837 | loss: 0.0311694 | val_loss: 0.0311809 | Time: 1637.26 ms [2021-01-21 12:57:41 main:574] : INFO : Epoch 1838 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 1590.51 ms [2021-01-21 12:57:43 main:574] : INFO : Epoch 1839 | loss: 0.031171 | val_loss: 0.031182 | Time: 1587.57 ms [2021-01-21 12:57:44 main:574] : INFO : Epoch 1840 | loss: 0.0311713 | val_loss: 0.0311816 | Time: 1580.89 ms [2021-01-21 12:57:46 main:574] : INFO : Epoch 1841 | loss: 0.0311708 | val_loss: 0.0311828 | Time: 1616 ms [2021-01-21 12:57:47 main:574] : INFO : Epoch 1842 | loss: 0.0311709 | val_loss: 0.0311809 | Time: 1618.5 ms [2021-01-21 12:57:49 main:574] : INFO : Epoch 1843 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 1601.74 ms [2021-01-21 12:57:51 main:574] : INFO : Epoch 1844 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 1618.67 ms [2021-01-21 12:57:52 main:574] : INFO : Epoch 1845 | loss: 0.0311693 | val_loss: 0.0311811 | Time: 1564.77 ms [2021-01-21 12:57:54 main:574] : INFO : Epoch 1846 | loss: 0.03117 | val_loss: 0.0311874 | Time: 1627.05 ms [2021-01-21 12:57:56 main:574] : INFO : Epoch 1847 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 1617.22 ms [2021-01-21 12:57:57 main:574] : INFO : Epoch 1848 | loss: 0.0311707 | val_loss: 0.0311813 | Time: 1649.18 ms [2021-01-21 12:57:59 main:574] : INFO : Epoch 1849 | loss: 0.031169 | val_loss: 0.0311815 | Time: 1606.58 ms [2021-01-21 12:58:00 main:574] : INFO : Epoch 1850 | loss: 0.0311715 | val_loss: 0.0311847 | Time: 1652.7 ms [2021-01-21 12:58:02 main:574] : INFO : Epoch 1851 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 1611.27 ms [2021-01-21 12:58:04 main:574] : INFO : Epoch 1852 | loss: 0.0311701 | val_loss: 0.0311816 | Time: 1620.72 ms [2021-01-21 12:58:05 main:574] : INFO : Epoch 1853 | loss: 0.0311683 | val_loss: 0.0311803 | Time: 1570.61 ms [2021-01-21 12:58:07 main:574] : INFO : Epoch 1854 | loss: 0.0311685 | val_loss: 0.0311823 | Time: 1648.6 ms [2021-01-21 12:58:09 main:574] : INFO : Epoch 1855 | loss: 0.0311685 | val_loss: 0.0311835 | Time: 1605.23 ms [2021-01-21 12:58:10 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.0311813 | Time: 1574.27 ms [2021-01-21 12:58:12 main:574] : INFO : Epoch 1857 | loss: 0.0311691 | val_loss: 0.0311799 | Time: 1607.79 ms [2021-01-21 12:58:13 main:574] : INFO : Epoch 1858 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 1599.91 ms [2021-01-21 12:58:15 main:574] : INFO : Epoch 1859 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 1606.42 ms [2021-01-21 12:58:17 main:574] : INFO : Epoch 1860 | loss: 0.0311684 | val_loss: 0.0311798 | Time: 1597.53 ms [2021-01-21 12:58:18 main:574] : INFO : Epoch 1861 | loss: 0.031169 | val_loss: 0.0311834 | Time: 1621.08 ms [2021-01-21 12:58:20 main:574] : INFO : Epoch 1862 | loss: 0.0311677 | val_loss: 0.0311819 | Time: 1584.39 ms [2021-01-21 12:58:21 main:574] : INFO : Epoch 1863 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 1594.95 ms [2021-01-21 12:58:23 main:574] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311823 | Time: 1610.19 ms [2021-01-21 12:58:25 main:574] : INFO : Epoch 1865 | loss: 0.0311675 | val_loss: 0.0311864 | Time: 1577.63 ms [2021-01-21 12:58:26 main:574] : INFO : Epoch 1866 | loss: 0.031171 | val_loss: 0.0311824 | Time: 1560.29 ms [2021-01-21 12:58:28 main:574] : INFO : Epoch 1867 | loss: 0.0311706 | val_loss: 0.0311826 | Time: 1621.43 ms [2021-01-21 12:58:29 main:574] : INFO : Epoch 1868 | loss: 0.0311712 | val_loss: 0.0311859 | Time: 1592.68 ms [2021-01-21 12:58:31 main:574] : INFO : Epoch 1869 | loss: 0.0311697 | val_loss: 0.0311848 | Time: 1607.5 ms [2021-01-21 12:58:33 main:574] : INFO : Epoch 1870 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 1630.62 ms [2021-01-21 12:58:34 main:574] : INFO : Epoch 1871 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 1604.56 ms [2021-01-21 12:58:36 main:574] : INFO : Epoch 1872 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 1603.2 ms [2021-01-21 12:58:38 main:574] : INFO : Epoch 1873 | loss: 0.0311673 | val_loss: 0.031182 | Time: 1557.77 ms [2021-01-21 12:58:39 main:574] : INFO : Epoch 1874 | loss: 0.0311677 | val_loss: 0.0311847 | Time: 1627.36 ms [2021-01-21 12:58:41 main:574] : INFO : Epoch 1875 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 1584.82 ms [2021-01-21 12:58:42 main:574] : INFO : Epoch 1876 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 1619.2 ms [2021-01-21 12:58:44 main:574] : INFO : Epoch 1877 | loss: 0.031169 | val_loss: 0.0311819 | Time: 1595.37 ms [2021-01-21 12:58:46 main:574] : INFO : Epoch 1878 | loss: 0.0311697 | val_loss: 0.031186 | Time: 1616.43 ms [2021-01-21 12:58:47 main:574] : INFO : Epoch 1879 | loss: 0.031168 | val_loss: 0.0311854 | Time: 1639.13 ms [2021-01-21 12:58:49 main:574] : INFO : Epoch 1880 | loss: 0.0311666 | val_loss: 0.0311827 | Time: 1586.12 ms [2021-01-21 12:58:51 main:574] : INFO : Epoch 1881 | loss: 0.0311659 | val_loss: 0.0311803 | Time: 1621.03 ms [2021-01-21 12:58:52 main:574] : INFO : Epoch 1882 | loss: 0.0311665 | val_loss: 0.031183 | Time: 1569.17 ms [2021-01-21 12:58:54 main:574] : INFO : Epoch 1883 | loss: 0.0311691 | val_loss: 0.0311838 | Time: 1639.47 ms [2021-01-21 12:58:55 main:574] : INFO : Epoch 1884 | loss: 0.0311668 | val_loss: 0.0311833 | Time: 1628.62 ms [2021-01-21 12:58:57 main:574] : INFO : Epoch 1885 | loss: 0.0311662 | val_loss: 0.0311846 | Time: 1607.2 ms [2021-01-21 12:58:59 main:574] : INFO : Epoch 1886 | loss: 0.0311663 | val_loss: 0.031189 | Time: 1614.66 ms [2021-01-21 12:59:00 main:574] : INFO : Epoch 1887 | loss: 0.031168 | val_loss: 0.0311873 | Time: 1604.39 ms [2021-01-21 12:59:02 main:574] : INFO : Epoch 1888 | loss: 0.031168 | val_loss: 0.031187 | Time: 1641.93 ms [2021-01-21 12:59:04 main:574] : INFO : Epoch 1889 | loss: 0.0311673 | val_loss: 0.0311848 | Time: 1606.51 ms [2021-01-21 12:59:05 main:574] : INFO : Epoch 1890 | loss: 0.0311681 | val_loss: 0.0311851 | Time: 1584.59 ms [2021-01-21 12:59:07 main:574] : INFO : Epoch 1891 | loss: 0.0311682 | val_loss: 0.0311866 | Time: 1590.31 ms [2021-01-21 12:59:08 main:574] : INFO : Epoch 1892 | loss: 0.0311685 | val_loss: 0.0311847 | Time: 1633.16 ms [2021-01-21 12:59:10 main:574] : INFO : Epoch 1893 | loss: 0.0311692 | val_loss: 0.0311876 | Time: 1589.53 ms [2021-01-21 12:59:12 main:574] : INFO : Epoch 1894 | loss: 0.0311695 | val_loss: 0.0311847 | Time: 1631.83 ms [2021-01-21 12:59:13 main:574] : INFO : Epoch 1895 | loss: 0.0311692 | val_loss: 0.0311833 | Time: 1631.31 ms [2021-01-21 12:59:15 main:574] : INFO : Epoch 1896 | loss: 0.0311682 | val_loss: 0.0311837 | Time: 1612.22 ms [2021-01-21 12:59:17 main:574] : INFO : Epoch 1897 | loss: 0.0311686 | val_loss: 0.031185 | Time: 1582.06 ms [2021-01-21 12:59:18 main:574] : INFO : Epoch 1898 | loss: 0.0311688 | val_loss: 0.0311861 | Time: 1600.61 ms [2021-01-21 12:59:20 main:574] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311836 | Time: 1590.36 ms [2021-01-21 12:59:21 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311829 | Time: 1630.54 ms [2021-01-21 12:59:23 main:574] : INFO : Epoch 1901 | loss: 0.0311679 | val_loss: 0.0311825 | Time: 1583.07 ms [2021-01-21 12:59:25 main:574] : INFO : Epoch 1902 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 1593.66 ms [2021-01-21 12:59:26 main:574] : INFO : Epoch 1903 | loss: 0.0311676 | val_loss: 0.0311861 | Time: 1600.06 ms [2021-01-21 12:59:28 main:574] : INFO : Epoch 1904 | loss: 0.0311683 | val_loss: 0.0311836 | Time: 1639.67 ms [2021-01-21 12:59:29 main:574] : INFO : Epoch 1905 | loss: 0.0311675 | val_loss: 0.0311901 | Time: 1622.76 ms [2021-01-21 12:59:31 main:574] : INFO : Epoch 1906 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 1649.11 ms [2021-01-21 12:59:33 main:574] : INFO : Epoch 1907 | loss: 0.031169 | val_loss: 0.031186 | Time: 1643.65 ms [2021-01-21 12:59:34 main:574] : INFO : Epoch 1908 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 1600.97 ms [2021-01-21 12:59:36 main:574] : INFO : Epoch 1909 | loss: 0.0311698 | val_loss: 0.0311882 | Time: 1598.7 ms [2021-01-21 12:59:38 main:574] : INFO : Epoch 1910 | loss: 0.0311681 | val_loss: 0.0311842 | Time: 1629.8 ms [2021-01-21 12:59:39 main:574] : INFO : Epoch 1911 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 1642.29 ms [2021-01-21 12:59:41 main:574] : INFO : Epoch 1912 | loss: 0.0311687 | val_loss: 0.0311831 | Time: 1594.55 ms [2021-01-21 12:59:43 main:574] : INFO : Epoch 1913 | loss: 0.0311683 | val_loss: 0.0311861 | Time: 1611.66 ms [2021-01-21 12:59:44 main:574] : INFO : Epoch 1914 | loss: 0.031168 | val_loss: 0.031183 | Time: 1631.05 ms [2021-01-21 12:59:46 main:574] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311895 | Time: 1555.87 ms [2021-01-21 12:59:47 main:574] : INFO : Epoch 1916 | loss: 0.0311688 | val_loss: 0.0311828 | Time: 1604.33 ms [2021-01-21 12:59:49 main:574] : INFO : Epoch 1917 | loss: 0.0311674 | val_loss: 0.0311867 | Time: 1625.99 ms [2021-01-21 12:59:51 main:574] : INFO : Epoch 1918 | loss: 0.0311664 | val_loss: 0.031184 | Time: 1652.35 ms [2021-01-21 12:59:52 main:574] : INFO : Epoch 1919 | loss: 0.0311662 | val_loss: 0.0311844 | Time: 1605.28 ms [2021-01-21 12:59:54 main:574] : INFO : Epoch 1920 | loss: 0.0311676 | val_loss: 0.0311845 | Time: 1632.67 ms [2021-01-21 12:59:56 main:574] : INFO : Epoch 1921 | loss: 0.0311679 | val_loss: 0.0311846 | Time: 1624.86 ms [2021-01-21 12:59:57 main:574] : INFO : Epoch 1922 | loss: 0.031167 | val_loss: 0.0311843 | Time: 1607.07 ms [2021-01-21 12:59:59 main:574] : INFO : Epoch 1923 | loss: 0.0311673 | val_loss: 0.0311855 | Time: 1617.2 ms [2021-01-21 13:00:00 main:574] : INFO : Epoch 1924 | loss: 0.031167 | val_loss: 0.0311835 | Time: 1609.2 ms [2021-01-21 13:00:02 main:574] : INFO : Epoch 1925 | loss: 0.031167 | val_loss: 0.0311831 | Time: 1607.34 ms [2021-01-21 13:00:04 main:574] : INFO : Epoch 1926 | loss: 0.0311691 | val_loss: 0.0311862 | Time: 1630.15 ms [2021-01-21 13:00:05 main:574] : INFO : Epoch 1927 | loss: 0.0311706 | val_loss: 0.0311854 | Time: 1578.58 ms [2021-01-21 13:00:07 main:574] : INFO : Epoch 1928 | loss: 0.0311693 | val_loss: 0.0311825 | Time: 1637.78 ms [2021-01-21 13:00:09 main:574] : INFO : Epoch 1929 | loss: 0.0311694 | val_loss: 0.0311853 | Time: 1619.56 ms [2021-01-21 13:00:10 main:574] : INFO : Epoch 1930 | loss: 0.0311686 | val_loss: 0.0311836 | Time: 1607.86 ms [2021-01-21 13:00:12 main:574] : INFO : Epoch 1931 | loss: 0.0311665 | val_loss: 0.0311821 | Time: 1615.74 ms [2021-01-21 13:00:14 main:574] : INFO : Epoch 1932 | loss: 0.0311678 | val_loss: 0.0311848 | Time: 1569.45 ms [2021-01-21 13:00:15 main:574] : INFO : Epoch 1933 | loss: 0.0311665 | val_loss: 0.0311822 | Time: 1592.51 ms [2021-01-21 13:00:17 main:574] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.0311842 | Time: 1627.7 ms [2021-01-21 13:00:18 main:574] : INFO : Epoch 1935 | loss: 0.0311672 | val_loss: 0.0311829 | Time: 1567.9 ms [2021-01-21 13:00:20 main:574] : INFO : Epoch 1936 | loss: 0.0311666 | val_loss: 0.0311849 | Time: 1567.14 ms [2021-01-21 13:00:22 main:574] : INFO : Epoch 1937 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 1580.77 ms [2021-01-21 13:00:23 main:574] : INFO : Epoch 1938 | loss: 0.0311653 | val_loss: 0.0311831 | Time: 1595.26 ms [2021-01-21 13:00:25 main:574] : INFO : Epoch 1939 | loss: 0.0311656 | val_loss: 0.0311808 | Time: 1633.28 ms [2021-01-21 13:00:26 main:574] : INFO : Epoch 1940 | loss: 0.0311659 | val_loss: 0.0311837 | Time: 1593.4 ms [2021-01-21 13:00:28 main:574] : INFO : Epoch 1941 | loss: 0.031166 | val_loss: 0.0311828 | Time: 1610.91 ms [2021-01-21 13:00:30 main:574] : INFO : Epoch 1942 | loss: 0.0311672 | val_loss: 0.0311856 | Time: 1605.45 ms [2021-01-21 13:00:31 main:574] : INFO : Epoch 1943 | loss: 0.0311659 | val_loss: 0.0311845 | Time: 1647.65 ms [2021-01-21 13:00:33 main:574] : INFO : Epoch 1944 | loss: 0.0311651 | val_loss: 0.0311822 | Time: 1639.38 ms [2021-01-21 13:00:35 main:574] : INFO : Epoch 1945 | loss: 0.0311658 | val_loss: 0.0311835 | Time: 1646.05 ms [2021-01-21 13:00:36 main:574] : INFO : Epoch 1946 | loss: 0.0311659 | val_loss: 0.0311812 | Time: 1580.61 ms [2021-01-21 13:00:38 main:574] : INFO : Epoch 1947 | loss: 0.0311664 | val_loss: 0.0311832 | Time: 1613.87 ms [2021-01-21 13:00:40 main:574] : INFO : Epoch 1948 | loss: 0.0311695 | val_loss: 0.0311834 | Time: 1622.15 ms [2021-01-21 13:00:41 main:574] : INFO : Epoch 1949 | loss: 0.0311662 | val_loss: 0.031185 | Time: 1605.65 ms [2021-01-21 13:00:43 main:574] : INFO : Epoch 1950 | loss: 0.0311661 | val_loss: 0.0311835 | Time: 1639.65 ms [2021-01-21 13:00:45 main:574] : INFO : Epoch 1951 | loss: 0.0311667 | val_loss: 0.0311883 | Time: 1577.3 ms [2021-01-21 13:00:46 main:574] : INFO : Epoch 1952 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 1584.73 ms [2021-01-21 13:00:48 main:574] : INFO : Epoch 1953 | loss: 0.0311674 | val_loss: 0.0311855 | Time: 1619.2 ms [2021-01-21 13:00:49 main:574] : INFO : Epoch 1954 | loss: 0.0311676 | val_loss: 0.0311827 | Time: 1630.81 ms [2021-01-21 13:00:51 main:574] : INFO : Epoch 1955 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 1580.42 ms [2021-01-21 13:00:53 main:574] : INFO : Epoch 1956 | loss: 0.0311663 | val_loss: 0.0311843 | Time: 1596.13 ms [2021-01-21 13:00:54 main:574] : INFO : Epoch 1957 | loss: 0.0311658 | val_loss: 0.0311822 | Time: 1591.71 ms [2021-01-21 13:00:56 main:574] : INFO : Epoch 1958 | loss: 0.0311652 | val_loss: 0.0311834 | Time: 1612.55 ms [2021-01-21 13:00:57 main:574] : INFO : Epoch 1959 | loss: 0.0311655 | val_loss: 0.0311837 | Time: 1618.44 ms [2021-01-21 13:00:59 main:574] : INFO : Epoch 1960 | loss: 0.0311672 | val_loss: 0.0311819 | Time: 1686.98 ms [2021-01-21 13:01:01 main:574] : INFO : Epoch 1961 | loss: 0.0311663 | val_loss: 0.0311817 | Time: 1630.26 ms [2021-01-21 13:01:02 main:574] : INFO : Epoch 1962 | loss: 0.031167 | val_loss: 0.031182 | Time: 1643.94 ms [2021-01-21 13:01:04 main:574] : INFO : Epoch 1963 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 1569.99 ms [2021-01-21 13:01:06 main:574] : INFO : Epoch 1964 | loss: 0.0311682 | val_loss: 0.0311812 | Time: 1612.28 ms [2021-01-21 13:01:07 main:574] : INFO : Epoch 1965 | loss: 0.0311684 | val_loss: 0.0311829 | Time: 1632.77 ms [2021-01-21 13:01:09 main:574] : INFO : Epoch 1966 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 1576.05 ms [2021-01-21 13:01:11 main:574] : INFO : Epoch 1967 | loss: 0.0311675 | val_loss: 0.0311826 | Time: 1594.35 ms [2021-01-21 13:01:12 main:574] : INFO : Epoch 1968 | loss: 0.0311665 | val_loss: 0.0311829 | Time: 1610.69 ms [2021-01-21 13:01:14 main:574] : INFO : Epoch 1969 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 1623.02 ms [2021-01-21 13:01:15 main:574] : INFO : Epoch 1970 | loss: 0.0311668 | val_loss: 0.031183 | Time: 1599.69 ms [2021-01-21 13:01:17 main:574] : INFO : Epoch 1971 | loss: 0.0311672 | val_loss: 0.031183 | Time: 1556.3 ms [2021-01-21 13:01:19 main:574] : INFO : Epoch 1972 | loss: 0.0311713 | val_loss: 0.0311823 | Time: 1637.12 ms [2021-01-21 13:01:20 main:574] : INFO : Epoch 1973 | loss: 0.0311731 | val_loss: 0.0311856 | Time: 1592.73 ms [2021-01-21 13:01:22 main:574] : INFO : Epoch 1974 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 1577.81 ms [2021-01-21 13:01:23 main:574] : INFO : Epoch 1975 | loss: 0.0311702 | val_loss: 0.0311865 | Time: 1573.88 ms [2021-01-21 13:01:25 main:574] : INFO : Epoch 1976 | loss: 0.03117 | val_loss: 0.0311847 | Time: 1592.2 ms [2021-01-21 13:01:27 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.0311863 | Time: 1582.73 ms [2021-01-21 13:01:28 main:574] : INFO : Epoch 1978 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 1620.61 ms [2021-01-21 13:01:30 main:574] : INFO : Epoch 1979 | loss: 0.0311715 | val_loss: 0.0311858 | Time: 1589.83 ms [2021-01-21 13:01:31 main:574] : INFO : Epoch 1980 | loss: 0.0311709 | val_loss: 0.031184 | Time: 1597 ms [2021-01-21 13:01:33 main:574] : INFO : Epoch 1981 | loss: 0.0311698 | val_loss: 0.0311856 | Time: 1589.37 ms [2021-01-21 13:01:35 main:574] : INFO : Epoch 1982 | loss: 0.0311691 | val_loss: 0.031183 | Time: 1559.04 ms [2021-01-21 13:01:36 main:574] : INFO : Epoch 1983 | loss: 0.0311682 | val_loss: 0.0311815 | Time: 1642.48 ms [2021-01-21 13:01:38 main:574] : INFO : Epoch 1984 | loss: 0.0311685 | val_loss: 0.0311823 | Time: 1588.74 ms [2021-01-21 13:01:40 main:574] : INFO : Epoch 1985 | loss: 0.0311678 | val_loss: 0.0311832 | Time: 1626.65 ms [2021-01-21 13:01:41 main:574] : INFO : Epoch 1986 | loss: 0.0311682 | val_loss: 0.031181 | Time: 1605.69 ms [2021-01-21 13:01:43 main:574] : INFO : Epoch 1987 | loss: 0.0311675 | val_loss: 0.0311834 | Time: 1619.62 ms [2021-01-21 13:01:44 main:574] : INFO : Epoch 1988 | loss: 0.0311694 | val_loss: 0.0311858 | Time: 1650.68 ms [2021-01-21 13:01:46 main:574] : INFO : Epoch 1989 | loss: 0.0311707 | val_loss: 0.0311843 | Time: 1604.38 ms [2021-01-21 13:01:48 main:574] : INFO : Epoch 1990 | loss: 0.0311706 | val_loss: 0.0311847 | Time: 1606.01 ms [2021-01-21 13:01:49 main:574] : INFO : Epoch 1991 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1597.84 ms [2021-01-21 13:01:51 main:574] : INFO : Epoch 1992 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 1591.69 ms [2021-01-21 13:01:52 main:574] : INFO : Epoch 1993 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 1599 ms [2021-01-21 13:01:54 main:574] : INFO : Epoch 1994 | loss: 0.0311695 | val_loss: 0.0311811 | Time: 1625.74 ms [2021-01-21 13:01:56 main:574] : INFO : Epoch 1995 | loss: 0.0311696 | val_loss: 0.031181 | Time: 1665.64 ms [2021-01-21 13:01:57 main:574] : INFO : Epoch 1996 | loss: 0.0311728 | val_loss: 0.0311887 | Time: 1593.9 ms [2021-01-21 13:01:59 main:574] : INFO : Epoch 1997 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 1637.88 ms [2021-01-21 13:02:01 main:574] : INFO : Epoch 1998 | loss: 0.0311689 | val_loss: 0.0311842 | Time: 1619.78 ms [2021-01-21 13:02:02 main:574] : INFO : Epoch 1999 | loss: 0.0311686 | val_loss: 0.0311812 | Time: 1597.22 ms [2021-01-21 13:02:04 main:574] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311825 | Time: 1595.65 ms [2021-01-21 13:02:06 main:574] : INFO : Epoch 2001 | loss: 0.0311666 | val_loss: 0.031184 | Time: 1609.88 ms [2021-01-21 13:02:07 main:574] : INFO : Epoch 2002 | loss: 0.031166 | val_loss: 0.0311816 | Time: 1607.67 ms [2021-01-21 13:02:09 main:574] : INFO : Epoch 2003 | loss: 0.0311659 | val_loss: 0.0311826 | Time: 1612.11 ms [2021-01-21 13:02:10 main:574] : INFO : Epoch 2004 | loss: 0.0311679 | val_loss: 0.0311824 | Time: 1598.63 ms [2021-01-21 13:02:12 main:574] : INFO : Epoch 2005 | loss: 0.031167 | val_loss: 0.0311828 | Time: 1620.84 ms [2021-01-21 13:02:14 main:574] : INFO : Epoch 2006 | loss: 0.0311669 | val_loss: 0.0311818 | Time: 1591.18 ms [2021-01-21 13:02:15 main:574] : INFO : Epoch 2007 | loss: 0.031167 | val_loss: 0.0311863 | Time: 1611.99 ms [2021-01-21 13:02:17 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.0311815 | Time: 1619.13 ms [2021-01-21 13:02:18 main:574] : INFO : Epoch 2009 | loss: 0.0311662 | val_loss: 0.0311835 | Time: 1538.91 ms [2021-01-21 13:02:20 main:574] : INFO : Epoch 2010 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 1640.47 ms [2021-01-21 13:02:22 main:574] : INFO : Epoch 2011 | loss: 0.0311657 | val_loss: 0.0311833 | Time: 1621 ms [2021-01-21 13:02:23 main:574] : INFO : Epoch 2012 | loss: 0.0311684 | val_loss: 0.0311929 | Time: 1611.5 ms [2021-01-21 13:02:25 main:574] : INFO : Epoch 2013 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 1573.43 ms [2021-01-21 13:02:27 main:574] : INFO : Epoch 2014 | loss: 0.031169 | val_loss: 0.0311904 | Time: 1612.39 ms [2021-01-21 13:02:28 main:574] : INFO : Epoch 2015 | loss: 0.0311678 | val_loss: 0.0311834 | Time: 1628.64 ms [2021-01-21 13:02:30 main:574] : INFO : Epoch 2016 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 1588.02 ms [2021-01-21 13:02:31 main:574] : INFO : Epoch 2017 | loss: 0.0311696 | val_loss: 0.0311875 | Time: 1582.13 ms [2021-01-21 13:02:33 main:574] : INFO : Epoch 2018 | loss: 0.0311688 | val_loss: 0.0311852 | Time: 1598.48 ms [2021-01-21 13:02:35 main:574] : INFO : Epoch 2019 | loss: 0.031167 | val_loss: 0.031184 | Time: 1588.27 ms [2021-01-21 13:02:36 main:574] : INFO : Epoch 2020 | loss: 0.0311661 | val_loss: 0.0311849 | Time: 1636.91 ms [2021-01-21 13:02:38 main:574] : INFO : Epoch 2021 | loss: 0.0311673 | val_loss: 0.0311901 | Time: 1636.68 ms [2021-01-21 13:02:40 main:574] : INFO : Epoch 2022 | loss: 0.0311685 | val_loss: 0.0311848 | Time: 1636.4 ms [2021-01-21 13:02:41 main:574] : INFO : Epoch 2023 | loss: 0.0311675 | val_loss: 0.0311844 | Time: 1630.07 ms [2021-01-21 13:02:43 main:574] : INFO : Epoch 2024 | loss: 0.0311672 | val_loss: 0.0311858 | Time: 1596.76 ms [2021-01-21 13:02:44 main:574] : INFO : Epoch 2025 | loss: 0.0311675 | val_loss: 0.0311829 | Time: 1576.2 ms [2021-01-21 13:02:46 main:574] : INFO : Epoch 2026 | loss: 0.0311656 | val_loss: 0.0311839 | Time: 1673.15 ms [2021-01-21 13:02:48 main:574] : INFO : Epoch 2027 | loss: 0.0311658 | val_loss: 0.0311832 | Time: 1595.86 ms [2021-01-21 13:02:49 main:574] : INFO : Epoch 2028 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 1607.23 ms [2021-01-21 13:02:51 main:574] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311826 | Time: 1635.52 ms [2021-01-21 13:02:53 main:574] : INFO : Epoch 2030 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 1603.2 ms [2021-01-21 13:02:54 main:574] : INFO : Epoch 2031 | loss: 0.0311673 | val_loss: 0.0311837 | Time: 1632.63 ms [2021-01-21 13:02:56 main:574] : INFO : Epoch 2032 | loss: 0.0311653 | val_loss: 0.0311814 | Time: 1586.75 ms [2021-01-21 13:02:57 main:574] : INFO : Epoch 2033 | loss: 0.0311651 | val_loss: 0.0311891 | Time: 1632.37 ms [2021-01-21 13:02:59 main:574] : INFO : Epoch 2034 | loss: 0.0311669 | val_loss: 0.031182 | Time: 1601.48 ms [2021-01-21 13:03:01 main:574] : INFO : Epoch 2035 | loss: 0.0311666 | val_loss: 0.0311855 | Time: 1614.47 ms [2021-01-21 13:03:02 main:574] : INFO : Epoch 2036 | loss: 0.031166 | val_loss: 0.0311829 | Time: 1585.77 ms [2021-01-21 13:03:04 main:574] : INFO : Epoch 2037 | loss: 0.0311674 | val_loss: 0.0311841 | Time: 1619.04 ms [2021-01-21 13:03:06 main:574] : INFO : Epoch 2038 | loss: 0.031165 | val_loss: 0.031182 | Time: 1634.9 ms [2021-01-21 13:03:07 main:574] : INFO : Epoch 2039 | loss: 0.0311645 | val_loss: 0.0311845 | Time: 1626.46 ms [2021-01-21 13:03:09 main:574] : INFO : Epoch 2040 | loss: 0.0311656 | val_loss: 0.0311822 | Time: 1626.18 ms [2021-01-21 13:03:10 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.031184 | Time: 1594.85 ms [2021-01-21 13:03:12 main:574] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311819 | Time: 1579.61 ms [2021-01-21 13:03:14 main:574] : INFO : Epoch 2043 | loss: 0.0311697 | val_loss: 0.031193 | Time: 1586.26 ms [2021-01-21 13:03:15 main:574] : INFO : Epoch 2044 | loss: 0.0311677 | val_loss: 0.0311878 | Time: 1638.58 ms [2021-01-21 13:03:17 main:574] : INFO : Epoch 2045 | loss: 0.0311673 | val_loss: 0.0311844 | Time: 1619.2 ms [2021-01-21 13:03:19 main:574] : INFO : Epoch 2046 | loss: 0.0311665 | val_loss: 0.0311819 | Time: 1615.65 ms [2021-01-21 13:03:20 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.0311825 | Time: 1606.93 ms [2021-01-21 13:03:22 main:574] : INFO : Epoch 2048 | loss: 0.0311638 | val_loss: 0.0311828 | Time: 1624.66 ms [2021-01-21 13:03:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311828 [2021-01-21 13:03:22 main:603] : INFO : Saving end state to config to file [2021-01-21 13:03:22 main:608] : INFO : Success, exiting.. 13:03:22 (13788): 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)