Task 14537166
| Name | ParityModified-1647044885-8910-3-0_0 |
| Workunit | 11574504 |
| Created | 7 Apr 2022, 9:32:11 UTC |
| Sent | 10 Apr 2022, 15:55:35 UTC |
| Report deadline | 18 Apr 2022, 15:55:35 UTC |
| Received | 11 Apr 2022, 16:50:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 7 sec |
| CPU time | 55 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 1640.93 ms
[2022-04-11 18:36:23 main:574] : INFO : Epoch 1543 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 1636.33 ms
[2022-04-11 18:36:25 main:574] : INFO : Epoch 1544 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 1635.4 ms
[2022-04-11 18:36:26 main:574] : INFO : Epoch 1545 | loss: 0.0311772 | val_loss: 0.0311855 | Time: 1638.26 ms
[2022-04-11 18:36:28 main:574] : INFO : Epoch 1546 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 1636.42 ms
[2022-04-11 18:36:30 main:574] : INFO : Epoch 1547 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 1642.29 ms
[2022-04-11 18:36:31 main:574] : INFO : Epoch 1548 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 1639.64 ms
[2022-04-11 18:36:33 main:574] : INFO : Epoch 1549 | loss: 0.03118 | val_loss: 0.0311854 | Time: 1638.8 ms
[2022-04-11 18:36:34 main:574] : INFO : Epoch 1550 | loss: 0.0311811 | val_loss: 0.031186 | Time: 1636.59 ms
[2022-04-11 18:36:36 main:574] : INFO : Epoch 1551 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 1628.74 ms
[2022-04-11 18:36:38 main:574] : INFO : Epoch 1552 | loss: 0.0311791 | val_loss: 0.031188 | Time: 1632.58 ms
[2022-04-11 18:36:39 main:574] : INFO : Epoch 1553 | loss: 0.0311838 | val_loss: 0.0311916 | Time: 1637.18 ms
[2022-04-11 18:36:41 main:574] : INFO : Epoch 1554 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 1626.47 ms
[2022-04-11 18:36:43 main:574] : INFO : Epoch 1555 | loss: 0.0311779 | val_loss: 0.031184 | Time: 1636.89 ms
[2022-04-11 18:36:44 main:574] : INFO : Epoch 1556 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 1646.42 ms
[2022-04-11 18:36:46 main:574] : INFO : Epoch 1557 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 1639.52 ms
[2022-04-11 18:36:48 main:574] : INFO : Epoch 1558 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 1631.03 ms
[2022-04-11 18:36:49 main:574] : INFO : Epoch 1559 | loss: 0.0311799 | val_loss: 0.0311841 | Time: 1641.97 ms
[2022-04-11 18:36:51 main:574] : INFO : Epoch 1560 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 1637.47 ms
[2022-04-11 18:36:53 main:574] : INFO : Epoch 1561 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 1631.99 ms
[2022-04-11 18:36:54 main:574] : INFO : Epoch 1562 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 1627.64 ms
[2022-04-11 18:36:56 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.031186 | Time: 1643.23 ms
[2022-04-11 18:36:57 main:574] : INFO : Epoch 1564 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 1628.02 ms
[2022-04-11 18:36:59 main:574] : INFO : Epoch 1565 | loss: 0.0311829 | val_loss: 0.03119 | Time: 1646.12 ms
[2022-04-11 18:37:01 main:574] : INFO : Epoch 1566 | loss: 0.0311837 | val_loss: 0.0311837 | Time: 1642.66 ms
[2022-04-11 18:37:02 main:574] : INFO : Epoch 1567 | loss: 0.0311821 | val_loss: 0.0311935 | Time: 1642.24 ms
[2022-04-11 18:37:04 main:574] : INFO : Epoch 1568 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1640.72 ms
[2022-04-11 18:37:06 main:574] : INFO : Epoch 1569 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 1635.35 ms
[2022-04-11 18:37:07 main:574] : INFO : Epoch 1570 | loss: 0.0311794 | val_loss: 0.0311833 | Time: 1638.42 ms
[2022-04-11 18:37:09 main:574] : INFO : Epoch 1571 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 1636.53 ms
[2022-04-11 18:37:11 main:574] : INFO : Epoch 1572 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 1646.43 ms
[2022-04-11 18:37:12 main:574] : INFO : Epoch 1573 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 1644.93 ms
[2022-04-11 18:37:14 main:574] : INFO : Epoch 1574 | loss: 0.0311808 | val_loss: 0.0311829 | Time: 1648.87 ms
[2022-04-11 18:37:16 main:574] : INFO : Epoch 1575 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 1643.15 ms
[2022-04-11 18:37:17 main:574] : INFO : Epoch 1576 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 1644.07 ms
[2022-04-11 18:37:19 main:574] : INFO : Epoch 1577 | loss: 0.0311789 | val_loss: 0.031183 | Time: 1633.85 ms
[2022-04-11 18:37:20 main:574] : INFO : Epoch 1578 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 1637.22 ms
[2022-04-11 18:37:22 main:574] : INFO : Epoch 1579 | loss: 0.031178 | val_loss: 0.0311836 | Time: 1632.91 ms
[2022-04-11 18:37:24 main:574] : INFO : Epoch 1580 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 1639.63 ms
[2022-04-11 18:37:25 main:574] : INFO : Epoch 1581 | loss: 0.0311784 | val_loss: 0.0311942 | Time: 1625.91 ms
[2022-04-11 18:37:27 main:574] : INFO : Epoch 1582 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 1645.22 ms
[2022-04-11 18:37:29 main:574] : INFO : Epoch 1583 | loss: 0.0311779 | val_loss: 0.031185 | Time: 1633.85 ms
[2022-04-11 18:37:30 main:574] : INFO : Epoch 1584 | loss: 0.0311776 | val_loss: 0.0311885 | Time: 1647.7 ms
[2022-04-11 18:37:32 main:574] : INFO : Epoch 1585 | loss: 0.0311794 | val_loss: 0.0311851 | Time: 1640.77 ms
[2022-04-11 18:37:34 main:574] : INFO : Epoch 1586 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 1631.74 ms
[2022-04-11 18:37:35 main:574] : INFO : Epoch 1587 | loss: 0.0311799 | val_loss: 0.0311911 | Time: 1635.25 ms
[2022-04-11 18:37:37 main:574] : INFO : Epoch 1588 | loss: 0.0311813 | val_loss: 0.0311886 | Time: 1639.89 ms
[2022-04-11 18:37:39 main:574] : INFO : Epoch 1589 | loss: 0.0311786 | val_loss: 0.0311857 | Time: 1644.94 ms
[2022-04-11 18:37:40 main:574] : INFO : Epoch 1590 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 1627.12 ms
[2022-04-11 18:37:42 main:574] : INFO : Epoch 1591 | loss: 0.0311786 | val_loss: 0.0311864 | Time: 1644.36 ms
[2022-04-11 18:37:43 main:574] : INFO : Epoch 1592 | loss: 0.03118 | val_loss: 0.0311855 | Time: 1633.23 ms
[2022-04-11 18:37:45 main:574] : INFO : Epoch 1593 | loss: 0.0311792 | val_loss: 0.0311869 | Time: 1626.64 ms
[2022-04-11 18:37:47 main:574] : INFO : Epoch 1594 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 1636.7 ms
[2022-04-11 18:37:48 main:574] : INFO : Epoch 1595 | loss: 0.0311773 | val_loss: 0.0311863 | Time: 1635.75 ms
[2022-04-11 18:37:50 main:574] : INFO : Epoch 1596 | loss: 0.0311786 | val_loss: 0.0311864 | Time: 1627.39 ms
[2022-04-11 18:37:52 main:574] : INFO : Epoch 1597 | loss: 0.0311792 | val_loss: 0.0311876 | Time: 1633.71 ms
[2022-04-11 18:37:53 main:574] : INFO : Epoch 1598 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 1638.57 ms
[2022-04-11 18:37:55 main:574] : INFO : Epoch 1599 | loss: 0.031182 | val_loss: 0.0311989 | Time: 1648.78 ms
[2022-04-11 18:37:57 main:574] : INFO : Epoch 1600 | loss: 0.0311804 | val_loss: 0.0311864 | Time: 1632.54 ms
[2022-04-11 18:37:58 main:574] : INFO : Epoch 1601 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 1638.66 ms
[2022-04-11 18:38:00 main:574] : INFO : Epoch 1602 | loss: 0.0311764 | val_loss: 0.0311863 | Time: 1633.48 ms
[2022-04-11 18:38:02 main:574] : INFO : Epoch 1603 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 1647.32 ms
[2022-04-11 18:38:03 main:574] : INFO : Epoch 1604 | loss: 0.0311775 | val_loss: 0.0311877 | Time: 1636.87 ms
[2022-04-11 18:38:05 main:574] : INFO : Epoch 1605 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 1635.57 ms
[2022-04-11 18:38:06 main:574] : INFO : Epoch 1606 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 1636.04 ms
[2022-04-11 18:38:08 main:574] : INFO : Epoch 1607 | loss: 0.031177 | val_loss: 0.0311868 | Time: 1631.86 ms
[2022-04-11 18:38:10 main:574] : INFO : Epoch 1608 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 1644.6 ms
[2022-04-11 18:38:11 main:574] : INFO : Epoch 1609 | loss: 0.031178 | val_loss: 0.0311847 | Time: 1636.64 ms
[2022-04-11 18:38:13 main:574] : INFO : Epoch 1610 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 1630.89 ms
[2022-04-11 18:38:15 main:574] : INFO : Epoch 1611 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 1638.9 ms
[2022-04-11 18:38:16 main:574] : INFO : Epoch 1612 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 1629.31 ms
[2022-04-11 18:38:18 main:574] : INFO : Epoch 1613 | loss: 0.0311772 | val_loss: 0.0311861 | Time: 1642.78 ms
[2022-04-11 18:38:20 main:574] : INFO : Epoch 1614 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 1635.6 ms
[2022-04-11 18:38:21 main:574] : INFO : Epoch 1615 | loss: 0.0311752 | val_loss: 0.0311863 | Time: 1635.19 ms
[2022-04-11 18:38:23 main:574] : INFO : Epoch 1616 | loss: 0.031178 | val_loss: 0.0311871 | Time: 1638.17 ms
[2022-04-11 18:38:25 main:574] : INFO : Epoch 1617 | loss: 0.0311756 | val_loss: 0.0311878 | Time: 1635.17 ms
[2022-04-11 18:38:26 main:574] : INFO : Epoch 1618 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 1633.99 ms
[2022-04-11 18:38:28 main:574] : INFO : Epoch 1619 | loss: 0.0311767 | val_loss: 0.0311839 | Time: 1632.18 ms
[2022-04-11 18:38:29 main:574] : INFO : Epoch 1620 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 1638.89 ms
[2022-04-11 18:38:31 main:574] : INFO : Epoch 1621 | loss: 0.0311781 | val_loss: 0.031186 | Time: 1637.64 ms
[2022-04-11 18:38:33 main:574] : INFO : Epoch 1622 | loss: 0.0311758 | val_loss: 0.0311838 | Time: 1653.39 ms
[2022-04-11 18:38:34 main:574] : INFO : Epoch 1623 | loss: 0.0311764 | val_loss: 0.0311862 | Time: 1686.09 ms
[2022-04-11 18:38:36 main:574] : INFO : Epoch 1624 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 1674.69 ms
[2022-04-11 18:38:38 main:574] : INFO : Epoch 1625 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1655.19 ms
[2022-04-11 18:38:39 main:574] : INFO : Epoch 1626 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 1630.5 ms
[2022-04-11 18:38:41 main:574] : INFO : Epoch 1627 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 1640.36 ms
[2022-04-11 18:38:43 main:574] : INFO : Epoch 1628 | loss: 0.0311773 | val_loss: 0.0311911 | Time: 1623.33 ms
[2022-04-11 18:38:44 main:574] : INFO : Epoch 1629 | loss: 0.031178 | val_loss: 0.0311831 | Time: 1634.79 ms
[2022-04-11 18:38:46 main:574] : INFO : Epoch 1630 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 1635.92 ms
[2022-04-11 18:38:48 main:574] : INFO : Epoch 1631 | loss: 0.0311772 | val_loss: 0.031188 | Time: 1633.83 ms
[2022-04-11 18:38:49 main:574] : INFO : Epoch 1632 | loss: 0.031176 | val_loss: 0.0311835 | Time: 1639.49 ms
[2022-04-11 18:38:51 main:574] : INFO : Epoch 1633 | loss: 0.0311761 | val_loss: 0.0311873 | Time: 1633.33 ms
[2022-04-11 18:38:53 main:574] : INFO : Epoch 1634 | loss: 0.0311752 | val_loss: 0.0311841 | Time: 1638.16 ms
[2022-04-11 18:38:54 main:574] : INFO : Epoch 1635 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 1634.59 ms
[2022-04-11 18:38:56 main:574] : INFO : Epoch 1636 | loss: 0.0311762 | val_loss: 0.0311849 | Time: 1636.02 ms
[2022-04-11 18:38:58 main:574] : INFO : Epoch 1637 | loss: 0.0311754 | val_loss: 0.0311863 | Time: 1628.81 ms
[2022-04-11 18:38:59 main:574] : INFO : Epoch 1638 | loss: 0.0311777 | val_loss: 0.0311857 | Time: 1638.04 ms
[2022-04-11 18:39:01 main:574] : INFO : Epoch 1639 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 1642.05 ms
[2022-04-11 18:39:03 main:574] : INFO : Epoch 1640 | loss: 0.0311761 | val_loss: 0.0311848 | Time: 1641.36 ms
[2022-04-11 18:39:04 main:574] : INFO : Epoch 1641 | loss: 0.0311767 | val_loss: 0.0311839 | Time: 1635.58 ms
[2022-04-11 18:39:06 main:574] : INFO : Epoch 1642 | loss: 0.0311745 | val_loss: 0.0311861 | Time: 1632.59 ms
[2022-04-11 18:39:07 main:574] : INFO : Epoch 1643 | loss: 0.0311812 | val_loss: 0.0311923 | Time: 1633.71 ms
[2022-04-11 18:39:09 main:574] : INFO : Epoch 1644 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 1643.9 ms
[2022-04-11 18:39:11 main:574] : INFO : Epoch 1645 | loss: 0.0311876 | val_loss: 0.0311916 | Time: 1630.31 ms
[2022-04-11 18:39:12 main:574] : INFO : Epoch 1646 | loss: 0.0311868 | val_loss: 0.0311887 | Time: 1634.9 ms
[2022-04-11 18:39:14 main:574] : INFO : Epoch 1647 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1632.62 ms
[2022-04-11 18:39:16 main:574] : INFO : Epoch 1648 | loss: 0.0311824 | val_loss: 0.0311897 | Time: 1644.66 ms
[2022-04-11 18:39:17 main:574] : INFO : Epoch 1649 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 1639.23 ms
[2022-04-11 18:39:19 main:574] : INFO : Epoch 1650 | loss: 0.0311839 | val_loss: 0.0311929 | Time: 1638.58 ms
[2022-04-11 18:39:21 main:574] : INFO : Epoch 1651 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 1625.2 ms
[2022-04-11 18:39:22 main:574] : INFO : Epoch 1652 | loss: 0.0311813 | val_loss: 0.0311899 | Time: 1637.58 ms
[2022-04-11 18:39:24 main:574] : INFO : Epoch 1653 | loss: 0.0311803 | val_loss: 0.0311884 | Time: 1636.78 ms
[2022-04-11 18:39:26 main:574] : INFO : Epoch 1654 | loss: 0.03118 | val_loss: 0.0311874 | Time: 1633.57 ms
[2022-04-11 18:39:27 main:574] : INFO : Epoch 1655 | loss: 0.0311815 | val_loss: 0.0311898 | Time: 1631.57 ms
[2022-04-11 18:39:29 main:574] : INFO : Epoch 1656 | loss: 0.0311789 | val_loss: 0.0311886 | Time: 1631.99 ms
[2022-04-11 18:39:30 main:574] : INFO : Epoch 1657 | loss: 0.031178 | val_loss: 0.0311866 | Time: 1624.28 ms
[2022-04-11 18:39:32 main:574] : INFO : Epoch 1658 | loss: 0.0311788 | val_loss: 0.031187 | Time: 1635.94 ms
[2022-04-11 18:39:34 main:574] : INFO : Epoch 1659 | loss: 0.0311773 | val_loss: 0.0311873 | Time: 1637.12 ms
[2022-04-11 18:39:35 main:574] : INFO : Epoch 1660 | loss: 0.031179 | val_loss: 0.0311864 | Time: 1639.36 ms
[2022-04-11 18:39:37 main:574] : INFO : Epoch 1661 | loss: 0.0311812 | val_loss: 0.031198 | Time: 1629.74 ms
[2022-04-11 18:39:39 main:574] : INFO : Epoch 1662 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 1627.04 ms
[2022-04-11 18:39:40 main:574] : INFO : Epoch 1663 | loss: 0.0311784 | val_loss: 0.0311901 | Time: 1626.55 ms
[2022-04-11 18:39:42 main:574] : INFO : Epoch 1664 | loss: 0.0311833 | val_loss: 0.0311942 | Time: 1638.74 ms
[2022-04-11 18:39:44 main:574] : INFO : Epoch 1665 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 1626.08 ms
[2022-04-11 18:39:45 main:574] : INFO : Epoch 1666 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 1637.36 ms
[2022-04-11 18:39:47 main:574] : INFO : Epoch 1667 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 1629.67 ms
[2022-04-11 18:39:48 main:574] : INFO : Epoch 1668 | loss: 0.0311778 | val_loss: 0.0311899 | Time: 1639.94 ms
[2022-04-11 18:39:50 main:574] : INFO : Epoch 1669 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 1637.55 ms
[2022-04-11 18:39:52 main:574] : INFO : Epoch 1670 | loss: 0.0311835 | val_loss: 0.0311888 | Time: 1628.17 ms
[2022-04-11 18:39:53 main:574] : INFO : Epoch 1671 | loss: 0.0311808 | val_loss: 0.0311877 | Time: 1629.41 ms
[2022-04-11 18:39:55 main:574] : INFO : Epoch 1672 | loss: 0.0311784 | val_loss: 0.0311896 | Time: 1632.41 ms
[2022-04-11 18:39:57 main:574] : INFO : Epoch 1673 | loss: 0.0311769 | val_loss: 0.031187 | Time: 1633.45 ms
[2022-04-11 18:39:58 main:574] : INFO : Epoch 1674 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 1627.78 ms
[2022-04-11 18:40:00 main:574] : INFO : Epoch 1675 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 1634.4 ms
[2022-04-11 18:40:02 main:574] : INFO : Epoch 1676 | loss: 0.0311797 | val_loss: 0.0311883 | Time: 1639.23 ms
[2022-04-11 18:40:03 main:574] : INFO : Epoch 1677 | loss: 0.0311785 | val_loss: 0.0311956 | Time: 1639.87 ms
[2022-04-11 18:40:05 main:574] : INFO : Epoch 1678 | loss: 0.0311795 | val_loss: 0.0311902 | Time: 1644.67 ms
[2022-04-11 18:40:06 main:574] : INFO : Epoch 1679 | loss: 0.0311775 | val_loss: 0.0311869 | Time: 1633.41 ms
[2022-04-11 18:40:08 main:574] : INFO : Epoch 1680 | loss: 0.0311774 | val_loss: 0.0311897 | Time: 1637.36 ms
[2022-04-11 18:40:10 main:574] : INFO : Epoch 1681 | loss: 0.0311803 | val_loss: 0.0311947 | Time: 1627.59 ms
[2022-04-11 18:40:11 main:574] : INFO : Epoch 1682 | loss: 0.0311836 | val_loss: 0.0311907 | Time: 1637.21 ms
[2022-04-11 18:40:13 main:574] : INFO : Epoch 1683 | loss: 0.0311784 | val_loss: 0.0311907 | Time: 1643.87 ms
[2022-04-11 18:40:15 main:574] : INFO : Epoch 1684 | loss: 0.0311773 | val_loss: 0.0311889 | Time: 1637.59 ms
[2022-04-11 18:40:16 main:574] : INFO : Epoch 1685 | loss: 0.031177 | val_loss: 0.0311866 | Time: 1635.39 ms
[2022-04-11 18:40:18 main:574] : INFO : Epoch 1686 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 1634.18 ms
[2022-04-11 18:40:20 main:574] : INFO : Epoch 1687 | loss: 0.0311766 | val_loss: 0.0311879 | Time: 1640.14 ms
[2022-04-11 18:40:21 main:574] : INFO : Epoch 1688 | loss: 0.031179 | val_loss: 0.0311864 | Time: 1627.07 ms
[2022-04-11 18:40:23 main:574] : INFO : Epoch 1689 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 1630.72 ms
[2022-04-11 18:40:25 main:574] : INFO : Epoch 1690 | loss: 0.031176 | val_loss: 0.031186 | Time: 1636.53 ms
[2022-04-11 18:40:26 main:574] : INFO : Epoch 1691 | loss: 0.0311792 | val_loss: 0.0311996 | Time: 1637.2 ms
[2022-04-11 18:40:28 main:574] : INFO : Epoch 1692 | loss: 0.0311796 | val_loss: 0.0311861 | Time: 1635.11 ms
[2022-04-11 18:40:29 main:574] : INFO : Epoch 1693 | loss: 0.0311759 | val_loss: 0.0311927 | Time: 1633.42 ms
[2022-04-11 18:40:31 main:574] : INFO : Epoch 1694 | loss: 0.0311779 | val_loss: 0.0311864 | Time: 1623.97 ms
[2022-04-11 18:40:33 main:574] : INFO : Epoch 1695 | loss: 0.0311778 | val_loss: 0.031188 | Time: 1642.41 ms
[2022-04-11 18:40:34 main:574] : INFO : Epoch 1696 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 1633.89 ms
[2022-04-11 18:40:36 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311892 | Time: 1640.8 ms
[2022-04-11 18:40:38 main:574] : INFO : Epoch 1698 | loss: 0.031179 | val_loss: 0.0311873 | Time: 1644.05 ms
[2022-04-11 18:40:39 main:574] : INFO : Epoch 1699 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 1634.29 ms
[2022-04-11 18:40:41 main:574] : INFO : Epoch 1700 | loss: 0.0311781 | val_loss: 0.031187 | Time: 1633.77 ms
[2022-04-11 18:40:43 main:574] : INFO : Epoch 1701 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 1635.44 ms
[2022-04-11 18:40:44 main:574] : INFO : Epoch 1702 | loss: 0.0311792 | val_loss: 0.0311962 | Time: 1634.86 ms
[2022-04-11 18:40:46 main:574] : INFO : Epoch 1703 | loss: 0.0311788 | val_loss: 0.0311872 | Time: 1639.58 ms
[2022-04-11 18:40:48 main:574] : INFO : Epoch 1704 | loss: 0.0311757 | val_loss: 0.031186 | Time: 1632.5 ms
[2022-04-11 18:40:49 main:574] : INFO : Epoch 1705 | loss: 0.031175 | val_loss: 0.0311858 | Time: 1634.38 ms
[2022-04-11 18:40:51 main:574] : INFO : Epoch 1706 | loss: 0.0311752 | val_loss: 0.0311875 | Time: 1637.98 ms
[2022-04-11 18:40:52 main:574] : INFO : Epoch 1707 | loss: 0.031175 | val_loss: 0.0311871 | Time: 1642.91 ms
[2022-04-11 18:40:54 main:574] : INFO : Epoch 1708 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 1635.01 ms
[2022-04-11 18:40:56 main:574] : INFO : Epoch 1709 | loss: 0.0311755 | val_loss: 0.031187 | Time: 1635.67 ms
[2022-04-11 18:40:57 main:574] : INFO : Epoch 1710 | loss: 0.031175 | val_loss: 0.0311872 | Time: 1628.54 ms
[2022-04-11 18:40:59 main:574] : INFO : Epoch 1711 | loss: 0.0311749 | val_loss: 0.0311864 | Time: 1635.27 ms
[2022-04-11 18:41:01 main:574] : INFO : Epoch 1712 | loss: 0.0311776 | val_loss: 0.0311859 | Time: 1642.21 ms
[2022-04-11 18:41:02 main:574] : INFO : Epoch 1713 | loss: 0.031176 | val_loss: 0.0311848 | Time: 1627.25 ms
[2022-04-11 18:41:04 main:574] : INFO : Epoch 1714 | loss: 0.0311776 | val_loss: 0.0311844 | Time: 1641.41 ms
[2022-04-11 18:41:06 main:574] : INFO : Epoch 1715 | loss: 0.0311747 | val_loss: 0.0311835 | Time: 1638.26 ms
[2022-04-11 18:41:07 main:574] : INFO : Epoch 1716 | loss: 0.0311752 | val_loss: 0.0311837 | Time: 1632.24 ms
[2022-04-11 18:41:09 main:574] : INFO : Epoch 1717 | loss: 0.031177 | val_loss: 0.0311855 | Time: 1655.14 ms
[2022-04-11 18:41:11 main:574] : INFO : Epoch 1718 | loss: 0.0311744 | val_loss: 0.0311888 | Time: 1636.9 ms
[2022-04-11 18:41:12 main:574] : INFO : Epoch 1719 | loss: 0.0311759 | val_loss: 0.0311838 | Time: 1640.06 ms
[2022-04-11 18:41:14 main:574] : INFO : Epoch 1720 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 1657.06 ms
[2022-04-11 18:41:15 main:574] : INFO : Epoch 1721 | loss: 0.0311744 | val_loss: 0.0311902 | Time: 1635.86 ms
[2022-04-11 18:41:17 main:574] : INFO : Epoch 1722 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 1634.46 ms
[2022-04-11 18:41:19 main:574] : INFO : Epoch 1723 | loss: 0.0311763 | val_loss: 0.031185 | Time: 1624.56 ms
[2022-04-11 18:41:20 main:574] : INFO : Epoch 1724 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 1642.12 ms
[2022-04-11 18:41:22 main:574] : INFO : Epoch 1725 | loss: 0.0311762 | val_loss: 0.0311848 | Time: 1630.03 ms
[2022-04-11 18:41:24 main:574] : INFO : Epoch 1726 | loss: 0.0311754 | val_loss: 0.0311879 | Time: 1624.52 ms
[2022-04-11 18:41:25 main:574] : INFO : Epoch 1727 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 1636.71 ms
[2022-04-11 18:41:27 main:574] : INFO : Epoch 1728 | loss: 0.031173 | val_loss: 0.0311861 | Time: 1636.26 ms
[2022-04-11 18:41:29 main:574] : INFO : Epoch 1729 | loss: 0.0311753 | val_loss: 0.0311925 | Time: 1633.78 ms
[2022-04-11 18:41:30 main:574] : INFO : Epoch 1730 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 1624.98 ms
[2022-04-11 18:41:32 main:574] : INFO : Epoch 1731 | loss: 0.0311736 | val_loss: 0.031185 | Time: 1635.35 ms
[2022-04-11 18:41:33 main:574] : INFO : Epoch 1732 | loss: 0.0311751 | val_loss: 0.031185 | Time: 1636.03 ms
[2022-04-11 18:41:35 main:574] : INFO : Epoch 1733 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 1640.5 ms
[2022-04-11 18:41:37 main:574] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 1628.19 ms
[2022-04-11 18:41:38 main:574] : INFO : Epoch 1735 | loss: 0.0311794 | val_loss: 0.0311873 | Time: 1636.85 ms
[2022-04-11 18:41:40 main:574] : INFO : Epoch 1736 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 1627.18 ms
[2022-04-11 18:41:42 main:574] : INFO : Epoch 1737 | loss: 0.031178 | val_loss: 0.0311827 | Time: 1629.93 ms
[2022-04-11 18:41:43 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.031182 | Time: 1634.53 ms
[2022-04-11 18:41:45 main:574] : INFO : Epoch 1739 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 1632.34 ms
[2022-04-11 18:41:47 main:574] : INFO : Epoch 1740 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 1639.16 ms
[2022-04-11 18:41:48 main:574] : INFO : Epoch 1741 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 1630.11 ms
[2022-04-11 18:41:50 main:574] : INFO : Epoch 1742 | loss: 0.0311767 | val_loss: 0.0311827 | Time: 1641.95 ms
[2022-04-11 18:41:52 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.031184 | Time: 1635.84 ms
[2022-04-11 18:41:53 main:574] : INFO : Epoch 1744 | loss: 0.0311753 | val_loss: 0.0311847 | Time: 1622.37 ms
[2022-04-11 18:41:55 main:574] : INFO : Epoch 1745 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 1645.44 ms
[2022-04-11 18:41:56 main:574] : INFO : Epoch 1746 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 1643 ms
[2022-04-11 18:41:58 main:574] : INFO : Epoch 1747 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 1630.67 ms
[2022-04-11 18:42:00 main:574] : INFO : Epoch 1748 | loss: 0.0311787 | val_loss: 0.031186 | Time: 1636.41 ms
[2022-04-11 18:42:01 main:574] : INFO : Epoch 1749 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 1633.06 ms
[2022-04-11 18:42:03 main:574] : INFO : Epoch 1750 | loss: 0.031177 | val_loss: 0.0311856 | Time: 1630.97 ms
[2022-04-11 18:42:05 main:574] : INFO : Epoch 1751 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 1640.92 ms
[2022-04-11 18:42:06 main:574] : INFO : Epoch 1752 | loss: 0.0311795 | val_loss: 0.0311888 | Time: 1630.19 ms
[2022-04-11 18:42:08 main:574] : INFO : Epoch 1753 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 1637.87 ms
[2022-04-11 18:42:10 main:574] : INFO : Epoch 1754 | loss: 0.031178 | val_loss: 0.0311838 | Time: 1626.06 ms
[2022-04-11 18:42:11 main:574] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 1642.25 ms
[2022-04-11 18:42:13 main:574] : INFO : Epoch 1756 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 1630.96 ms
[2022-04-11 18:42:14 main:574] : INFO : Epoch 1757 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 1627.56 ms
[2022-04-11 18:42:16 main:574] : INFO : Epoch 1758 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 1638.29 ms
[2022-04-11 18:42:18 main:574] : INFO : Epoch 1759 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 1627.18 ms
[2022-04-11 18:42:19 main:574] : INFO : Epoch 1760 | loss: 0.0311831 | val_loss: 0.031204 | Time: 1631.47 ms
[2022-04-11 18:42:21 main:574] : INFO : Epoch 1761 | loss: 0.031192 | val_loss: 0.0311954 | Time: 1641.8 ms
[2022-04-11 18:42:23 main:574] : INFO : Epoch 1762 | loss: 0.03118 | val_loss: 0.0311894 | Time: 1622.96 ms
[2022-04-11 18:42:24 main:574] : INFO : Epoch 1763 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 1648.64 ms
[2022-04-11 18:42:26 main:574] : INFO : Epoch 1764 | loss: 0.0311751 | val_loss: 0.031185 | Time: 1642.77 ms
[2022-04-11 18:42:28 main:574] : INFO : Epoch 1765 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 1635.25 ms
[2022-04-11 18:42:29 main:574] : INFO : Epoch 1766 | loss: 0.0311748 | val_loss: 0.0311863 | Time: 1631.39 ms
[2022-04-11 18:42:31 main:574] : INFO : Epoch 1767 | loss: 0.0311756 | val_loss: 0.031183 | Time: 1630.56 ms
[2022-04-11 18:42:33 main:574] : INFO : Epoch 1768 | loss: 0.0311759 | val_loss: 0.0311879 | Time: 1626.47 ms
[2022-04-11 18:42:34 main:574] : INFO : Epoch 1769 | loss: 0.0311782 | val_loss: 0.03119 | Time: 1628.81 ms
[2022-04-11 18:42:36 main:574] : INFO : Epoch 1770 | loss: 0.0311788 | val_loss: 0.031185 | Time: 1628.09 ms
[2022-04-11 18:42:37 main:574] : INFO : Epoch 1771 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1647.58 ms
[2022-04-11 18:42:39 main:574] : INFO : Epoch 1772 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 1633.11 ms
[2022-04-11 18:42:41 main:574] : INFO : Epoch 1773 | loss: 0.0311764 | val_loss: 0.031184 | Time: 1620.78 ms
[2022-04-11 18:42:42 main:574] : INFO : Epoch 1774 | loss: 0.0311786 | val_loss: 0.0311869 | Time: 1635.77 ms
[2022-04-11 18:42:44 main:574] : INFO : Epoch 1775 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 1639.98 ms
[2022-04-11 18:42:46 main:574] : INFO : Epoch 1776 | loss: 0.031178 | val_loss: 0.0311852 | Time: 1640.83 ms
[2022-04-11 18:42:47 main:574] : INFO : Epoch 1777 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 1640.97 ms
[2022-04-11 18:42:49 main:574] : INFO : Epoch 1778 | loss: 0.031179 | val_loss: 0.031185 | Time: 1642.37 ms
[2022-04-11 18:42:51 main:574] : INFO : Epoch 1779 | loss: 0.0311802 | val_loss: 0.0311836 | Time: 1628.69 ms
[2022-04-11 18:42:52 main:574] : INFO : Epoch 1780 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 1636.42 ms
[2022-04-11 18:42:54 main:574] : INFO : Epoch 1781 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 1635.85 ms
[2022-04-11 18:42:56 main:574] : INFO : Epoch 1782 | loss: 0.0311761 | val_loss: 0.0311877 | Time: 1634.76 ms
[2022-04-11 18:42:57 main:574] : INFO : Epoch 1783 | loss: 0.0311752 | val_loss: 0.0311898 | Time: 1619.55 ms
[2022-04-11 18:42:59 main:574] : INFO : Epoch 1784 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 1632.03 ms
[2022-04-11 18:43:00 main:574] : INFO : Epoch 1785 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 1649.28 ms
[2022-04-11 18:43:02 main:574] : INFO : Epoch 1786 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 1634.61 ms
[2022-04-11 18:43:04 main:574] : INFO : Epoch 1787 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1634.98 ms
[2022-04-11 18:43:05 main:574] : INFO : Epoch 1788 | loss: 0.0311765 | val_loss: 0.0311839 | Time: 1645.02 ms
[2022-04-11 18:43:07 main:574] : INFO : Epoch 1789 | loss: 0.0311765 | val_loss: 0.0311894 | Time: 1646.02 ms
[2022-04-11 18:43:09 main:574] : INFO : Epoch 1790 | loss: 0.031177 | val_loss: 0.0311861 | Time: 1630.91 ms
[2022-04-11 18:43:10 main:574] : INFO : Epoch 1791 | loss: 0.031176 | val_loss: 0.0311887 | Time: 1640.68 ms
[2022-04-11 18:43:12 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.031187 | Time: 1646.91 ms
[2022-04-11 18:43:14 main:574] : INFO : Epoch 1793 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 1634.25 ms
[2022-04-11 18:43:15 main:574] : INFO : Epoch 1794 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 1640.99 ms
[2022-04-11 18:43:17 main:574] : INFO : Epoch 1795 | loss: 0.0311765 | val_loss: 0.0311872 | Time: 1641.42 ms
[2022-04-11 18:43:19 main:574] : INFO : Epoch 1796 | loss: 0.0311747 | val_loss: 0.0311885 | Time: 1636.76 ms
[2022-04-11 18:43:20 main:574] : INFO : Epoch 1797 | loss: 0.031176 | val_loss: 0.0311846 | Time: 1640.44 ms
[2022-04-11 18:43:22 main:574] : INFO : Epoch 1798 | loss: 0.0311759 | val_loss: 0.0311888 | Time: 1625.84 ms
[2022-04-11 18:43:23 main:574] : INFO : Epoch 1799 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 1641.12 ms
[2022-04-11 18:43:25 main:574] : INFO : Epoch 1800 | loss: 0.031177 | val_loss: 0.0311935 | Time: 1634.98 ms
[2022-04-11 18:43:27 main:574] : INFO : Epoch 1801 | loss: 0.0311771 | val_loss: 0.031183 | Time: 1631.87 ms
[2022-04-11 18:43:28 main:574] : INFO : Epoch 1802 | loss: 0.0311832 | val_loss: 0.0311886 | Time: 1628.38 ms
[2022-04-11 18:43:30 main:574] : INFO : Epoch 1803 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 1637.71 ms
[2022-04-11 18:43:32 main:574] : INFO : Epoch 1804 | loss: 0.0311854 | val_loss: 0.0311886 | Time: 1631.27 ms
[2022-04-11 18:43:33 main:574] : INFO : Epoch 1805 | loss: 0.031185 | val_loss: 0.0311933 | Time: 1634.36 ms
[2022-04-11 18:43:35 main:574] : INFO : Epoch 1806 | loss: 0.031186 | val_loss: 0.0311908 | Time: 1636.28 ms
[2022-04-11 18:43:37 main:574] : INFO : Epoch 1807 | loss: 0.0311857 | val_loss: 0.0311929 | Time: 1631.21 ms
[2022-04-11 18:43:38 main:574] : INFO : Epoch 1808 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 1636.58 ms
[2022-04-11 18:43:40 main:574] : INFO : Epoch 1809 | loss: 0.0311848 | val_loss: 0.0311931 | Time: 1637.38 ms
[2022-04-11 18:43:41 main:574] : INFO : Epoch 1810 | loss: 0.0311839 | val_loss: 0.0311913 | Time: 1631.53 ms
[2022-04-11 18:43:43 main:574] : INFO : Epoch 1811 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 1637.99 ms
[2022-04-11 18:43:45 main:574] : INFO : Epoch 1812 | loss: 0.0311834 | val_loss: 0.0311935 | Time: 1636.08 ms
[2022-04-11 18:43:46 main:574] : INFO : Epoch 1813 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 1637.09 ms
[2022-04-11 18:43:48 main:574] : INFO : Epoch 1814 | loss: 0.0311818 | val_loss: 0.0311952 | Time: 1635.77 ms
[2022-04-11 18:43:50 main:574] : INFO : Epoch 1815 | loss: 0.0311819 | val_loss: 0.0311913 | Time: 1638.99 ms
[2022-04-11 18:43:51 main:574] : INFO : Epoch 1816 | loss: 0.0311818 | val_loss: 0.0311938 | Time: 1633.13 ms
[2022-04-11 18:43:53 main:574] : INFO : Epoch 1817 | loss: 0.0311807 | val_loss: 0.0311952 | Time: 1632.58 ms
[2022-04-11 18:43:55 main:574] : INFO : Epoch 1818 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 1635.83 ms
[2022-04-11 18:43:56 main:574] : INFO : Epoch 1819 | loss: 0.0311819 | val_loss: 0.0311923 | Time: 1642.48 ms
[2022-04-11 18:43:58 main:574] : INFO : Epoch 1820 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 1631.45 ms
[2022-04-11 18:44:00 main:574] : INFO : Epoch 1821 | loss: 0.0311826 | val_loss: 0.0311918 | Time: 1633.9 ms
[2022-04-11 18:44:01 main:574] : INFO : Epoch 1822 | loss: 0.0311813 | val_loss: 0.0311929 | Time: 1645.5 ms
[2022-04-11 18:44:03 main:574] : INFO : Epoch 1823 | loss: 0.0311824 | val_loss: 0.031192 | Time: 1636.39 ms
[2022-04-11 18:44:04 main:574] : INFO : Epoch 1824 | loss: 0.0311826 | val_loss: 0.031192 | Time: 1633.17 ms
[2022-04-11 18:44:06 main:574] : INFO : Epoch 1825 | loss: 0.0311839 | val_loss: 0.0311977 | Time: 1641.68 ms
[2022-04-11 18:44:08 main:574] : INFO : Epoch 1826 | loss: 0.0311879 | val_loss: 0.0312098 | Time: 1635.92 ms
[2022-04-11 18:44:09 main:574] : INFO : Epoch 1827 | loss: 0.0311854 | val_loss: 0.0311903 | Time: 1620.58 ms
[2022-04-11 18:44:11 main:574] : INFO : Epoch 1828 | loss: 0.0311801 | val_loss: 0.0311903 | Time: 1631.7 ms
[2022-04-11 18:44:13 main:574] : INFO : Epoch 1829 | loss: 0.0311811 | val_loss: 0.0311939 | Time: 1634.21 ms
[2022-04-11 18:44:14 main:574] : INFO : Epoch 1830 | loss: 0.0311795 | val_loss: 0.0311919 | Time: 1633.66 ms
[2022-04-11 18:44:16 main:574] : INFO : Epoch 1831 | loss: 0.0311802 | val_loss: 0.0311915 | Time: 1627.16 ms
[2022-04-11 18:44:18 main:574] : INFO : Epoch 1832 | loss: 0.0311802 | val_loss: 0.0311893 | Time: 1636.37 ms
[2022-04-11 18:44:19 main:574] : INFO : Epoch 1833 | loss: 0.0311795 | val_loss: 0.0311927 | Time: 1653.22 ms
[2022-04-11 18:44:21 main:574] : INFO : Epoch 1834 | loss: 0.0311818 | val_loss: 0.0311936 | Time: 1630.57 ms
[2022-04-11 18:44:23 main:574] : INFO : Epoch 1835 | loss: 0.0311788 | val_loss: 0.0311915 | Time: 1632.96 ms
[2022-04-11 18:44:24 main:574] : INFO : Epoch 1836 | loss: 0.0311794 | val_loss: 0.031191 | Time: 1631.49 ms
[2022-04-11 18:44:26 main:574] : INFO : Epoch 1837 | loss: 0.0311789 | val_loss: 0.0311903 | Time: 1631.94 ms
[2022-04-11 18:44:27 main:574] : INFO : Epoch 1838 | loss: 0.031181 | val_loss: 0.0311909 | Time: 1630.26 ms
[2022-04-11 18:44:29 main:574] : INFO : Epoch 1839 | loss: 0.0311835 | val_loss: 0.0311931 | Time: 1620.12 ms
[2022-04-11 18:44:31 main:574] : INFO : Epoch 1840 | loss: 0.031184 | val_loss: 0.0311903 | Time: 1629.29 ms
[2022-04-11 18:44:32 main:574] : INFO : Epoch 1841 | loss: 0.0311794 | val_loss: 0.0311923 | Time: 1631.76 ms
[2022-04-11 18:44:34 main:574] : INFO : Epoch 1842 | loss: 0.0311793 | val_loss: 0.0311901 | Time: 1633.76 ms
[2022-04-11 18:44:36 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311959 | Time: 1639.76 ms
[2022-04-11 18:44:37 main:574] : INFO : Epoch 1844 | loss: 0.0311804 | val_loss: 0.0311938 | Time: 1652.38 ms
[2022-04-11 18:44:39 main:574] : INFO : Epoch 1845 | loss: 0.0311789 | val_loss: 0.0311913 | Time: 1638.28 ms
[2022-04-11 18:44:41 main:574] : INFO : Epoch 1846 | loss: 0.0311775 | val_loss: 0.03119 | Time: 1627.74 ms
[2022-04-11 18:44:42 main:574] : INFO : Epoch 1847 | loss: 0.0311796 | val_loss: 0.0311916 | Time: 1623.3 ms
[2022-04-11 18:44:44 main:574] : INFO : Epoch 1848 | loss: 0.0311775 | val_loss: 0.0311915 | Time: 1632.31 ms
[2022-04-11 18:44:45 main:574] : INFO : Epoch 1849 | loss: 0.0311767 | val_loss: 0.0311897 | Time: 1631.22 ms
[2022-04-11 18:44:47 main:574] : INFO : Epoch 1850 | loss: 0.0311777 | val_loss: 0.031191 | Time: 1650.04 ms
[2022-04-11 18:44:49 main:574] : INFO : Epoch 1851 | loss: 0.0311811 | val_loss: 0.0311901 | Time: 1639.08 ms
[2022-04-11 18:44:50 main:574] : INFO : Epoch 1852 | loss: 0.0311799 | val_loss: 0.0311914 | Time: 1635.35 ms
[2022-04-11 18:44:52 main:574] : INFO : Epoch 1853 | loss: 0.0311815 | val_loss: 0.0311912 | Time: 1638.35 ms
[2022-04-11 18:44:54 main:574] : INFO : Epoch 1854 | loss: 0.0311805 | val_loss: 0.0311922 | Time: 1634.89 ms
[2022-04-11 18:44:55 main:574] : INFO : Epoch 1855 | loss: 0.0311806 | val_loss: 0.0311963 | Time: 1636.79 ms
[2022-04-11 18:44:57 main:574] : INFO : Epoch 1856 | loss: 0.0311793 | val_loss: 0.0311905 | Time: 1626.6 ms
[2022-04-11 18:44:59 main:574] : INFO : Epoch 1857 | loss: 0.0311774 | val_loss: 0.031191 | Time: 1633.37 ms
[2022-04-11 18:45:00 main:574] : INFO : Epoch 1858 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 1654.18 ms
[2022-04-11 18:45:02 main:574] : INFO : Epoch 1859 | loss: 0.0311817 | val_loss: 0.0311918 | Time: 1640.26 ms
[2022-04-11 18:45:04 main:574] : INFO : Epoch 1860 | loss: 0.0311806 | val_loss: 0.0311916 | Time: 1624.38 ms
[2022-04-11 18:45:05 main:574] : INFO : Epoch 1861 | loss: 0.0311793 | val_loss: 0.0311936 | Time: 1631.13 ms
[2022-04-11 18:45:07 main:574] : INFO : Epoch 1862 | loss: 0.0311787 | val_loss: 0.03119 | Time: 1646.46 ms
[2022-04-11 18:45:08 main:574] : INFO : Epoch 1863 | loss: 0.0311797 | val_loss: 0.0311901 | Time: 1632.3 ms
[2022-04-11 18:45:10 main:574] : INFO : Epoch 1864 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1639.04 ms
[2022-04-11 18:45:12 main:574] : INFO : Epoch 1865 | loss: 0.0311786 | val_loss: 0.0311907 | Time: 1635.59 ms
[2022-04-11 18:45:13 main:574] : INFO : Epoch 1866 | loss: 0.0311795 | val_loss: 0.0311914 | Time: 1649.13 ms
[2022-04-11 18:45:15 main:574] : INFO : Epoch 1867 | loss: 0.031178 | val_loss: 0.0311949 | Time: 1654.16 ms
[2022-04-11 18:45:17 main:574] : INFO : Epoch 1868 | loss: 0.0311772 | val_loss: 0.0311924 | Time: 1635.65 ms
[2022-04-11 18:45:18 main:574] : INFO : Epoch 1869 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 1631.75 ms
[2022-04-11 18:45:20 main:574] : INFO : Epoch 1870 | loss: 0.0311785 | val_loss: 0.0311959 | Time: 1639.9 ms
[2022-04-11 18:45:22 main:574] : INFO : Epoch 1871 | loss: 0.0311819 | val_loss: 0.0311953 | Time: 1639.17 ms
[2022-04-11 18:45:23 main:574] : INFO : Epoch 1872 | loss: 0.0311846 | val_loss: 0.0311977 | Time: 1634.62 ms
[2022-04-11 18:45:25 main:574] : INFO : Epoch 1873 | loss: 0.0311815 | val_loss: 0.0311955 | Time: 1636.05 ms
[2022-04-11 18:45:27 main:574] : INFO : Epoch 1874 | loss: 0.03118 | val_loss: 0.0311934 | Time: 1636.74 ms
[2022-04-11 18:45:28 main:574] : INFO : Epoch 1875 | loss: 0.0311796 | val_loss: 0.0311953 | Time: 1626.62 ms
[2022-04-11 18:45:30 main:574] : INFO : Epoch 1876 | loss: 0.0311791 | val_loss: 0.031195 | Time: 1634.17 ms
[2022-04-11 18:45:31 main:574] : INFO : Epoch 1877 | loss: 0.0311782 | val_loss: 0.0311924 | Time: 1636.78 ms
[2022-04-11 18:45:33 main:574] : INFO : Epoch 1878 | loss: 0.0311785 | val_loss: 0.0311965 | Time: 1635.55 ms
[2022-04-11 18:45:35 main:574] : INFO : Epoch 1879 | loss: 0.0311796 | val_loss: 0.031193 | Time: 1638.32 ms
[2022-04-11 18:45:36 main:574] : INFO : Epoch 1880 | loss: 0.0311801 | val_loss: 0.0311923 | Time: 1640.47 ms
[2022-04-11 18:45:38 main:574] : INFO : Epoch 1881 | loss: 0.0311788 | val_loss: 0.0311954 | Time: 1638.14 ms
[2022-04-11 18:45:40 main:574] : INFO : Epoch 1882 | loss: 0.0311799 | val_loss: 0.0311922 | Time: 1637.1 ms
[2022-04-11 18:45:41 main:574] : INFO : Epoch 1883 | loss: 0.0311802 | val_loss: 0.0311945 | Time: 1628.18 ms
[2022-04-11 18:45:43 main:574] : INFO : Epoch 1884 | loss: 0.0311798 | val_loss: 0.0311993 | Time: 1631.54 ms
[2022-04-11 18:45:45 main:574] : INFO : Epoch 1885 | loss: 0.031181 | val_loss: 0.0311922 | Time: 1630.55 ms
[2022-04-11 18:45:46 main:574] : INFO : Epoch 1886 | loss: 0.0311803 | val_loss: 0.0311947 | Time: 1633.34 ms
[2022-04-11 18:45:48 main:574] : INFO : Epoch 1887 | loss: 0.0311839 | val_loss: 0.0311975 | Time: 1632.68 ms
[2022-04-11 18:45:49 main:574] : INFO : Epoch 1888 | loss: 0.0311835 | val_loss: 0.0312032 | Time: 1626.06 ms
[2022-04-11 18:45:51 main:574] : INFO : Epoch 1889 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 1640.49 ms
[2022-04-11 18:45:53 main:574] : INFO : Epoch 1890 | loss: 0.0311887 | val_loss: 0.0312015 | Time: 1634.55 ms
[2022-04-11 18:45:54 main:574] : INFO : Epoch 1891 | loss: 0.031188 | val_loss: 0.0311985 | Time: 1634.29 ms
[2022-04-11 18:45:56 main:574] : INFO : Epoch 1892 | loss: 0.0311863 | val_loss: 0.0311957 | Time: 1635.51 ms
[2022-04-11 18:45:58 main:574] : INFO : Epoch 1893 | loss: 0.0311881 | val_loss: 0.0311979 | Time: 1644.15 ms
[2022-04-11 18:45:59 main:574] : INFO : Epoch 1894 | loss: 0.0311875 | val_loss: 0.0311964 | Time: 1631.89 ms
[2022-04-11 18:46:01 main:574] : INFO : Epoch 1895 | loss: 0.0311867 | val_loss: 0.0312037 | Time: 1647.67 ms
[2022-04-11 18:46:03 main:574] : INFO : Epoch 1896 | loss: 0.0311882 | val_loss: 0.0311975 | Time: 1630.12 ms
[2022-04-11 18:46:04 main:574] : INFO : Epoch 1897 | loss: 0.0311877 | val_loss: 0.0311971 | Time: 1648.11 ms
[2022-04-11 18:46:06 main:574] : INFO : Epoch 1898 | loss: 0.031185 | val_loss: 0.031195 | Time: 1634.55 ms
[2022-04-11 18:46:08 main:574] : INFO : Epoch 1899 | loss: 0.0311853 | val_loss: 0.0311938 | Time: 1630.62 ms
[2022-04-11 18:46:09 main:574] : INFO : Epoch 1900 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 1648.63 ms
[2022-04-11 18:46:11 main:574] : INFO : Epoch 1901 | loss: 0.0311862 | val_loss: 0.0311962 | Time: 1629.98 ms
[2022-04-11 18:46:12 main:574] : INFO : Epoch 1902 | loss: 0.0311881 | val_loss: 0.0311958 | Time: 1633.38 ms
[2022-04-11 18:46:14 main:574] : INFO : Epoch 1903 | loss: 0.0311872 | val_loss: 0.0311978 | Time: 1640.25 ms
[2022-04-11 18:46:16 main:574] : INFO : Epoch 1904 | loss: 0.0311875 | val_loss: 0.0311953 | Time: 1641.87 ms
[2022-04-11 18:46:17 main:574] : INFO : Epoch 1905 | loss: 0.0311895 | val_loss: 0.0311934 | Time: 1639.02 ms
[2022-04-11 18:46:19 main:574] : INFO : Epoch 1906 | loss: 0.0311846 | val_loss: 0.0311938 | Time: 1626.52 ms
[2022-04-11 18:46:21 main:574] : INFO : Epoch 1907 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 1641.44 ms
[2022-04-11 18:46:22 main:574] : INFO : Epoch 1908 | loss: 0.0311876 | val_loss: 0.0311936 | Time: 1634.91 ms
[2022-04-11 18:46:24 main:574] : INFO : Epoch 1909 | loss: 0.0311893 | val_loss: 0.0311992 | Time: 1630.42 ms
[2022-04-11 18:46:26 main:574] : INFO : Epoch 1910 | loss: 0.0311887 | val_loss: 0.031192 | Time: 1626.91 ms
[2022-04-11 18:46:27 main:574] : INFO : Epoch 1911 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 1634.22 ms
[2022-04-11 18:46:29 main:574] : INFO : Epoch 1912 | loss: 0.0311852 | val_loss: 0.03119 | Time: 1650.66 ms
[2022-04-11 18:46:31 main:574] : INFO : Epoch 1913 | loss: 0.0311838 | val_loss: 0.0311918 | Time: 1644.01 ms
[2022-04-11 18:46:32 main:574] : INFO : Epoch 1914 | loss: 0.0311843 | val_loss: 0.0311907 | Time: 1642.18 ms
[2022-04-11 18:46:34 main:574] : INFO : Epoch 1915 | loss: 0.0311826 | val_loss: 0.0311918 | Time: 1639.89 ms
[2022-04-11 18:46:36 main:574] : INFO : Epoch 1916 | loss: 0.031185 | val_loss: 0.0312012 | Time: 1640.86 ms
[2022-04-11 18:46:37 main:574] : INFO : Epoch 1917 | loss: 0.0311876 | val_loss: 0.0311987 | Time: 1643.31 ms
[2022-04-11 18:46:39 main:574] : INFO : Epoch 1918 | loss: 0.031184 | val_loss: 0.0311904 | Time: 1641.19 ms
[2022-04-11 18:46:40 main:574] : INFO : Epoch 1919 | loss: 0.0311849 | val_loss: 0.0311923 | Time: 1632.65 ms
[2022-04-11 18:46:42 main:574] : INFO : Epoch 1920 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 1623.25 ms
[2022-04-11 18:46:44 main:574] : INFO : Epoch 1921 | loss: 0.0311827 | val_loss: 0.0311915 | Time: 1638.41 ms
[2022-04-11 18:46:45 main:574] : INFO : Epoch 1922 | loss: 0.0311819 | val_loss: 0.031191 | Time: 1637.33 ms
[2022-04-11 18:46:47 main:574] : INFO : Epoch 1923 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 1639.13 ms
[2022-04-11 18:46:49 main:574] : INFO : Epoch 1924 | loss: 0.0311855 | val_loss: 0.0311892 | Time: 1638.79 ms
[2022-04-11 18:46:50 main:574] : INFO : Epoch 1925 | loss: 0.0311825 | val_loss: 0.0311896 | Time: 1625.88 ms
[2022-04-11 18:46:52 main:574] : INFO : Epoch 1926 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 1642.81 ms
[2022-04-11 18:46:54 main:574] : INFO : Epoch 1927 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 1629.06 ms
[2022-04-11 18:46:55 main:574] : INFO : Epoch 1928 | loss: 0.0311831 | val_loss: 0.0311897 | Time: 1634.93 ms
[2022-04-11 18:46:57 main:574] : INFO : Epoch 1929 | loss: 0.0311829 | val_loss: 0.0311918 | Time: 1643.62 ms
[2022-04-11 18:46:58 main:574] : INFO : Epoch 1930 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 1632.79 ms
[2022-04-11 18:47:00 main:574] : INFO : Epoch 1931 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 1651.75 ms
[2022-04-11 18:47:02 main:574] : INFO : Epoch 1932 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 1631.83 ms
[2022-04-11 18:47:03 main:574] : INFO : Epoch 1933 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 1640.33 ms
[2022-04-11 18:47:05 main:574] : INFO : Epoch 1934 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 1628 ms
[2022-04-11 18:47:07 main:574] : INFO : Epoch 1935 | loss: 0.0311828 | val_loss: 0.0311957 | Time: 1630.54 ms
[2022-04-11 18:47:08 main:574] : INFO : Epoch 1936 | loss: 0.0311848 | val_loss: 0.031192 | Time: 1637.96 ms
[2022-04-11 18:47:10 main:574] : INFO : Epoch 1937 | loss: 0.0311815 | val_loss: 0.0311911 | Time: 1641.98 ms
[2022-04-11 18:47:12 main:574] : INFO : Epoch 1938 | loss: 0.0311806 | val_loss: 0.0311889 | Time: 1635.08 ms
[2022-04-11 18:47:13 main:574] : INFO : Epoch 1939 | loss: 0.0311798 | val_loss: 0.0311941 | Time: 1638.96 ms
[2022-04-11 18:47:15 main:574] : INFO : Epoch 1940 | loss: 0.0311815 | val_loss: 0.0311959 | Time: 1635.71 ms
[2022-04-11 18:47:17 main:574] : INFO : Epoch 1941 | loss: 0.0311847 | val_loss: 0.0311953 | Time: 1647.05 ms
[2022-04-11 18:47:18 main:574] : INFO : Epoch 1942 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 1636.9 ms
[2022-04-11 18:47:20 main:574] : INFO : Epoch 1943 | loss: 0.0311823 | val_loss: 0.0311935 | Time: 1629.16 ms
[2022-04-11 18:47:21 main:574] : INFO : Epoch 1944 | loss: 0.0311836 | val_loss: 0.0311913 | Time: 1628.85 ms
[2022-04-11 18:47:23 main:574] : INFO : Epoch 1945 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 1635.17 ms
[2022-04-11 18:47:25 main:574] : INFO : Epoch 1946 | loss: 0.0311872 | val_loss: 0.0311981 | Time: 1638.18 ms
[2022-04-11 18:47:26 main:574] : INFO : Epoch 1947 | loss: 0.0311892 | val_loss: 0.031196 | Time: 1638.77 ms
[2022-04-11 18:47:28 main:574] : INFO : Epoch 1948 | loss: 0.031185 | val_loss: 0.0311965 | Time: 1638.39 ms
[2022-04-11 18:47:30 main:574] : INFO : Epoch 1949 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 1636.72 ms
[2022-04-11 18:47:31 main:574] : INFO : Epoch 1950 | loss: 0.0311854 | val_loss: 0.0311932 | Time: 1640.69 ms
[2022-04-11 18:47:33 main:574] : INFO : Epoch 1951 | loss: 0.0311847 | val_loss: 0.031195 | Time: 1643.06 ms
[2022-04-11 18:47:35 main:574] : INFO : Epoch 1952 | loss: 0.0311824 | val_loss: 0.0311938 | Time: 1626.75 ms
[2022-04-11 18:47:36 main:574] : INFO : Epoch 1953 | loss: 0.0311822 | val_loss: 0.0311932 | Time: 1632.49 ms
[2022-04-11 18:47:38 main:574] : INFO : Epoch 1954 | loss: 0.0311812 | val_loss: 0.0311951 | Time: 1636.28 ms
[2022-04-11 18:47:40 main:574] : INFO : Epoch 1955 | loss: 0.0311827 | val_loss: 0.0311961 | Time: 1638.79 ms
[2022-04-11 18:47:41 main:574] : INFO : Epoch 1956 | loss: 0.0311815 | val_loss: 0.0311936 | Time: 1635.12 ms
[2022-04-11 18:47:43 main:574] : INFO : Epoch 1957 | loss: 0.0311807 | val_loss: 0.03119 | Time: 1634.39 ms
[2022-04-11 18:47:44 main:574] : INFO : Epoch 1958 | loss: 0.0311799 | val_loss: 0.0311902 | Time: 1639.01 ms
[2022-04-11 18:47:46 main:574] : INFO : Epoch 1959 | loss: 0.031181 | val_loss: 0.031193 | Time: 1637.78 ms
[2022-04-11 18:47:48 main:574] : INFO : Epoch 1960 | loss: 0.0311819 | val_loss: 0.0311918 | Time: 1627.47 ms
[2022-04-11 18:47:49 main:574] : INFO : Epoch 1961 | loss: 0.031183 | val_loss: 0.0311923 | Time: 1646.43 ms
[2022-04-11 18:47:51 main:574] : INFO : Epoch 1962 | loss: 0.0311813 | val_loss: 0.0311925 | Time: 1635.93 ms
[2022-04-11 18:47:53 main:574] : INFO : Epoch 1963 | loss: 0.0311828 | val_loss: 0.0311942 | Time: 1631.9 ms
[2022-04-11 18:47:54 main:574] : INFO : Epoch 1964 | loss: 0.0311846 | val_loss: 0.0311963 | Time: 1634.57 ms
[2022-04-11 18:47:56 main:574] : INFO : Epoch 1965 | loss: 0.0311834 | val_loss: 0.0311956 | Time: 1649.71 ms
[2022-04-11 18:47:58 main:574] : INFO : Epoch 1966 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 1636.82 ms
[2022-04-11 18:47:59 main:574] : INFO : Epoch 1967 | loss: 0.0311816 | val_loss: 0.0311926 | Time: 1639.5 ms
[2022-04-11 18:48:01 main:574] : INFO : Epoch 1968 | loss: 0.03118 | val_loss: 0.0311964 | Time: 1655.32 ms
[2022-04-11 18:48:03 main:574] : INFO : Epoch 1969 | loss: 0.0311816 | val_loss: 0.0311949 | Time: 1638.57 ms
[2022-04-11 18:48:04 main:574] : INFO : Epoch 1970 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 1638.38 ms
[2022-04-11 18:48:06 main:574] : INFO : Epoch 1971 | loss: 0.0311792 | val_loss: 0.0311906 | Time: 1636.59 ms
[2022-04-11 18:48:07 main:574] : INFO : Epoch 1972 | loss: 0.0311795 | val_loss: 0.0311943 | Time: 1622.78 ms
[2022-04-11 18:48:09 main:574] : INFO : Epoch 1973 | loss: 0.0311795 | val_loss: 0.0311912 | Time: 1638.29 ms
[2022-04-11 18:48:11 main:574] : INFO : Epoch 1974 | loss: 0.0311789 | val_loss: 0.0311898 | Time: 1630.92 ms
[2022-04-11 18:48:12 main:574] : INFO : Epoch 1975 | loss: 0.0311796 | val_loss: 0.0311958 | Time: 1632.9 ms
[2022-04-11 18:48:14 main:574] : INFO : Epoch 1976 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 1631.9 ms
[2022-04-11 18:48:16 main:574] : INFO : Epoch 1977 | loss: 0.0311797 | val_loss: 0.0311906 | Time: 1633.19 ms
[2022-04-11 18:48:17 main:574] : INFO : Epoch 1978 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 1633.87 ms
[2022-04-11 18:48:19 main:574] : INFO : Epoch 1979 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 1634.69 ms
[2022-04-11 18:48:21 main:574] : INFO : Epoch 1980 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 1635.96 ms
[2022-04-11 18:48:22 main:574] : INFO : Epoch 1981 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 1635.78 ms
[2022-04-11 18:48:24 main:574] : INFO : Epoch 1982 | loss: 0.0311868 | val_loss: 0.0312022 | Time: 1638.12 ms
[2022-04-11 18:48:26 main:574] : INFO : Epoch 1983 | loss: 0.031184 | val_loss: 0.031193 | Time: 1632.11 ms
[2022-04-11 18:48:27 main:574] : INFO : Epoch 1984 | loss: 0.031181 | val_loss: 0.0311918 | Time: 1629.55 ms
[2022-04-11 18:48:29 main:574] : INFO : Epoch 1985 | loss: 0.0311803 | val_loss: 0.0311924 | Time: 1638.39 ms
[2022-04-11 18:48:30 main:574] : INFO : Epoch 1986 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 1633.24 ms
[2022-04-11 18:48:32 main:574] : INFO : Epoch 1987 | loss: 0.0311784 | val_loss: 0.0311904 | Time: 1632.74 ms
[2022-04-11 18:48:34 main:574] : INFO : Epoch 1988 | loss: 0.031179 | val_loss: 0.0311897 | Time: 1634.92 ms
[2022-04-11 18:48:35 main:574] : INFO : Epoch 1989 | loss: 0.0311792 | val_loss: 0.0311934 | Time: 1640.82 ms
[2022-04-11 18:48:37 main:574] : INFO : Epoch 1990 | loss: 0.0311795 | val_loss: 0.0311921 | Time: 1632.6 ms
[2022-04-11 18:48:39 main:574] : INFO : Epoch 1991 | loss: 0.0311803 | val_loss: 0.0311891 | Time: 1627.77 ms
[2022-04-11 18:48:40 main:574] : INFO : Epoch 1992 | loss: 0.03118 | val_loss: 0.0311896 | Time: 1636.19 ms
[2022-04-11 18:48:42 main:574] : INFO : Epoch 1993 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 1623.35 ms
[2022-04-11 18:48:44 main:574] : INFO : Epoch 1994 | loss: 0.0311794 | val_loss: 0.0311899 | Time: 1638.93 ms
[2022-04-11 18:48:45 main:574] : INFO : Epoch 1995 | loss: 0.0311789 | val_loss: 0.0311893 | Time: 1638.6 ms
[2022-04-11 18:48:47 main:574] : INFO : Epoch 1996 | loss: 0.0311792 | val_loss: 0.0311924 | Time: 1633.66 ms
[2022-04-11 18:48:48 main:574] : INFO : Epoch 1997 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 1639.73 ms
[2022-04-11 18:48:50 main:574] : INFO : Epoch 1998 | loss: 0.031179 | val_loss: 0.0311903 | Time: 1630.26 ms
[2022-04-11 18:48:52 main:574] : INFO : Epoch 1999 | loss: 0.0311798 | val_loss: 0.0311918 | Time: 1626.84 ms
[2022-04-11 18:48:53 main:574] : INFO : Epoch 2000 | loss: 0.0311781 | val_loss: 0.0311921 | Time: 1646.05 ms
[2022-04-11 18:48:55 main:574] : INFO : Epoch 2001 | loss: 0.031178 | val_loss: 0.0311913 | Time: 1641.3 ms
[2022-04-11 18:48:57 main:574] : INFO : Epoch 2002 | loss: 0.0311771 | val_loss: 0.0311899 | Time: 1628.61 ms
[2022-04-11 18:48:58 main:574] : INFO : Epoch 2003 | loss: 0.0311779 | val_loss: 0.0311915 | Time: 1639.61 ms
[2022-04-11 18:49:00 main:574] : INFO : Epoch 2004 | loss: 0.0311779 | val_loss: 0.0311919 | Time: 1635.37 ms
[2022-04-11 18:49:02 main:574] : INFO : Epoch 2005 | loss: 0.0311806 | val_loss: 0.0311917 | Time: 1632.5 ms
[2022-04-11 18:49:03 main:574] : INFO : Epoch 2006 | loss: 0.0311816 | val_loss: 0.0311917 | Time: 1635.65 ms
[2022-04-11 18:49:05 main:574] : INFO : Epoch 2007 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 1631.38 ms
[2022-04-11 18:49:07 main:574] : INFO : Epoch 2008 | loss: 0.0311791 | val_loss: 0.0311905 | Time: 1643.59 ms
[2022-04-11 18:49:08 main:574] : INFO : Epoch 2009 | loss: 0.031179 | val_loss: 0.0311947 | Time: 1645.97 ms
[2022-04-11 18:49:10 main:574] : INFO : Epoch 2010 | loss: 0.031179 | val_loss: 0.0311911 | Time: 1635.97 ms
[2022-04-11 18:49:11 main:574] : INFO : Epoch 2011 | loss: 0.0311778 | val_loss: 0.0311922 | Time: 1630.99 ms
[2022-04-11 18:49:13 main:574] : INFO : Epoch 2012 | loss: 0.0311786 | val_loss: 0.0311915 | Time: 1634.21 ms
[2022-04-11 18:49:15 main:574] : INFO : Epoch 2013 | loss: 0.0311827 | val_loss: 0.031194 | Time: 1628.37 ms
[2022-04-11 18:49:16 main:574] : INFO : Epoch 2014 | loss: 0.0311791 | val_loss: 0.0311958 | Time: 1652.37 ms
[2022-04-11 18:49:18 main:574] : INFO : Epoch 2015 | loss: 0.031179 | val_loss: 0.0312021 | Time: 1641.44 ms
[2022-04-11 18:49:20 main:574] : INFO : Epoch 2016 | loss: 0.0311789 | val_loss: 0.0311923 | Time: 1626.87 ms
[2022-04-11 18:49:21 main:574] : INFO : Epoch 2017 | loss: 0.0311757 | val_loss: 0.0311897 | Time: 1637.65 ms
[2022-04-11 18:49:23 main:574] : INFO : Epoch 2018 | loss: 0.0311758 | val_loss: 0.0311912 | Time: 1626.18 ms
[2022-04-11 18:49:25 main:574] : INFO : Epoch 2019 | loss: 0.0311765 | val_loss: 0.0311894 | Time: 1636.37 ms
[2022-04-11 18:49:26 main:574] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311904 | Time: 1626.8 ms
[2022-04-11 18:49:28 main:574] : INFO : Epoch 2021 | loss: 0.0311764 | val_loss: 0.0311931 | Time: 1631.98 ms
[2022-04-11 18:49:30 main:574] : INFO : Epoch 2022 | loss: 0.0311835 | val_loss: 0.031197 | Time: 1628.2 ms
[2022-04-11 18:49:31 main:574] : INFO : Epoch 2023 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 1636.13 ms
[2022-04-11 18:49:33 main:574] : INFO : Epoch 2024 | loss: 0.0311838 | val_loss: 0.0311946 | Time: 1655.68 ms
[2022-04-11 18:49:34 main:574] : INFO : Epoch 2025 | loss: 0.0311827 | val_loss: 0.0311953 | Time: 1661.08 ms
[2022-04-11 18:49:36 main:574] : INFO : Epoch 2026 | loss: 0.0311866 | val_loss: 0.0311891 | Time: 1629.04 ms
[2022-04-11 18:49:38 main:574] : INFO : Epoch 2027 | loss: 0.0311808 | val_loss: 0.0311884 | Time: 1629.26 ms
[2022-04-11 18:49:39 main:574] : INFO : Epoch 2028 | loss: 0.0311782 | val_loss: 0.0311926 | Time: 1638.18 ms
[2022-04-11 18:49:41 main:574] : INFO : Epoch 2029 | loss: 0.0311789 | val_loss: 0.031193 | Time: 1636.7 ms
[2022-04-11 18:49:43 main:574] : INFO : Epoch 2030 | loss: 0.0311801 | val_loss: 0.0311906 | Time: 1647.13 ms
[2022-04-11 18:49:44 main:574] : INFO : Epoch 2031 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 1626.11 ms
[2022-04-11 18:49:46 main:574] : INFO : Epoch 2032 | loss: 0.0311853 | val_loss: 0.0311881 | Time: 1636.38 ms
[2022-04-11 18:49:48 main:574] : INFO : Epoch 2033 | loss: 0.0311804 | val_loss: 0.0311895 | Time: 1635.63 ms
[2022-04-11 18:49:49 main:574] : INFO : Epoch 2034 | loss: 0.0311804 | val_loss: 0.0311882 | Time: 1630.55 ms
[2022-04-11 18:49:51 main:574] : INFO : Epoch 2035 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 1629.38 ms
[2022-04-11 18:49:52 main:574] : INFO : Epoch 2036 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 1627.58 ms
[2022-04-11 18:49:54 main:574] : INFO : Epoch 2037 | loss: 0.0311819 | val_loss: 0.031185 | Time: 1631.94 ms
[2022-04-11 18:49:56 main:574] : INFO : Epoch 2038 | loss: 0.0311807 | val_loss: 0.0311871 | Time: 1633.64 ms
[2022-04-11 18:49:57 main:574] : INFO : Epoch 2039 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 1624.38 ms
[2022-04-11 18:49:59 main:574] : INFO : Epoch 2040 | loss: 0.0311852 | val_loss: 0.0311886 | Time: 1624.18 ms
[2022-04-11 18:50:01 main:574] : INFO : Epoch 2041 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1645.31 ms
[2022-04-11 18:50:02 main:574] : INFO : Epoch 2042 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 1632.27 ms
[2022-04-11 18:50:04 main:574] : INFO : Epoch 2043 | loss: 0.0311824 | val_loss: 0.0311862 | Time: 1625.82 ms
[2022-04-11 18:50:06 main:574] : INFO : Epoch 2044 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 1634.16 ms
[2022-04-11 18:50:07 main:574] : INFO : Epoch 2045 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 1624.2 ms
[2022-04-11 18:50:09 main:574] : INFO : Epoch 2046 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 1627.15 ms
[2022-04-11 18:50:10 main:574] : INFO : Epoch 2047 | loss: 0.0311808 | val_loss: 0.0311886 | Time: 1640.83 ms
[2022-04-11 18:50:12 main:574] : INFO : Epoch 2048 | loss: 0.0311801 | val_loss: 0.0311853 | Time: 1632.93 ms
[2022-04-11 18:50:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311853
[2022-04-11 18:50:12 main:603] : INFO : Saving end state to config to file
[2022-04-11 18:50:12 main:608] : INFO : Success, exiting..
18:50:12 (15468): 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)