Task 8469579
| Name | ParityModified-1634614847-16065-3_0 |
| Workunit | 5972009 |
| Created | 28 Oct 2021, 9:26:01 UTC |
| Sent | 30 Oct 2021, 8:01:14 UTC |
| Report deadline | 6 Nov 2021, 8:01:14 UTC |
| Received | 31 Oct 2021, 11:19:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 11 hours 51 min 36 sec |
| CPU time | 6 hours 53 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2021-10-31 02:46:18 main:574] : INFO : Epoch 1542 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 16080.3 ms [2021-10-31 02:46:35 main:574] : INFO : Epoch 1543 | loss: 0.031166 | val_loss: 0.031178 | Time: 16350.1 ms [2021-10-31 02:46:51 main:574] : INFO : Epoch 1544 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 15965.2 ms [2021-10-31 02:47:07 main:574] : INFO : Epoch 1545 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 16003.4 ms [2021-10-31 02:47:23 main:574] : INFO : Epoch 1546 | loss: 0.03117 | val_loss: 0.0311759 | Time: 16180.4 ms [2021-10-31 02:47:39 main:574] : INFO : Epoch 1547 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 15635.4 ms [2021-10-31 02:47:55 main:574] : INFO : Epoch 1548 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 16120.6 ms [2021-10-31 02:48:12 main:574] : INFO : Epoch 1549 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 16313.7 ms [2021-10-31 02:48:28 main:574] : INFO : Epoch 1550 | loss: 0.0311651 | val_loss: 0.0311814 | Time: 16227.9 ms [2021-10-31 02:48:45 main:574] : INFO : Epoch 1551 | loss: 0.031165 | val_loss: 0.0311757 | Time: 16582.1 ms [2021-10-31 02:49:01 main:574] : INFO : Epoch 1552 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 16009.3 ms [2021-10-31 02:49:17 main:574] : INFO : Epoch 1553 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 16237.1 ms [2021-10-31 02:49:34 main:574] : INFO : Epoch 1554 | loss: 0.031163 | val_loss: 0.0311752 | Time: 16507.6 ms [2021-10-31 02:49:50 main:574] : INFO : Epoch 1555 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 15867 ms [2021-10-31 02:50:06 main:574] : INFO : Epoch 1556 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 16094.1 ms [2021-10-31 02:50:23 main:574] : INFO : Epoch 1557 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 17030.8 ms [2021-10-31 02:50:39 main:574] : INFO : Epoch 1558 | loss: 0.0311646 | val_loss: 0.031176 | Time: 16217.3 ms [2021-10-31 02:50:56 main:574] : INFO : Epoch 1559 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 16489.3 ms [2021-10-31 02:51:12 main:574] : INFO : Epoch 1560 | loss: 0.0311697 | val_loss: 0.031181 | Time: 16269.5 ms [2021-10-31 02:51:29 main:574] : INFO : Epoch 1561 | loss: 0.031169 | val_loss: 0.0311788 | Time: 16200.8 ms [2021-10-31 02:51:45 main:574] : INFO : Epoch 1562 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 16092.2 ms [2021-10-31 02:52:01 main:574] : INFO : Epoch 1563 | loss: 0.0311668 | val_loss: 0.0311814 | Time: 16219.7 ms [2021-10-31 02:52:18 main:574] : INFO : Epoch 1564 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 16161.2 ms [2021-10-31 02:52:34 main:574] : INFO : Epoch 1565 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 16238.6 ms [2021-10-31 02:52:50 main:574] : INFO : Epoch 1566 | loss: 0.0311676 | val_loss: 0.0311765 | Time: 16117.6 ms [2021-10-31 02:53:07 main:574] : INFO : Epoch 1567 | loss: 0.0311664 | val_loss: 0.0311849 | Time: 16325.7 ms [2021-10-31 02:53:23 main:574] : INFO : Epoch 1568 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 16239.4 ms [2021-10-31 02:53:39 main:574] : INFO : Epoch 1569 | loss: 0.0311655 | val_loss: 0.0311768 | Time: 16129.8 ms [2021-10-31 02:53:54 main:574] : INFO : Epoch 1570 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 14259.7 ms [2021-10-31 02:54:07 main:574] : INFO : Epoch 1571 | loss: 0.0311698 | val_loss: 0.0311889 | Time: 13697.2 ms [2021-10-31 02:54:21 main:574] : INFO : Epoch 1572 | loss: 0.0311935 | val_loss: 0.0311956 | Time: 13824.9 ms [2021-10-31 02:54:35 main:574] : INFO : Epoch 1573 | loss: 0.0311941 | val_loss: 0.0311914 | Time: 13655.4 ms [2021-10-31 02:54:48 main:574] : INFO : Epoch 1574 | loss: 0.0311899 | val_loss: 0.0311913 | Time: 13295.4 ms [2021-10-31 02:55:02 main:574] : INFO : Epoch 1575 | loss: 0.0311888 | val_loss: 0.0311892 | Time: 13377.9 ms [2021-10-31 02:55:15 main:574] : INFO : Epoch 1576 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 13408.4 ms [2021-10-31 02:55:29 main:574] : INFO : Epoch 1577 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 13564.5 ms [2021-10-31 02:55:42 main:574] : INFO : Epoch 1578 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 13366.7 ms [2021-10-31 02:55:56 main:574] : INFO : Epoch 1579 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 13329.2 ms [2021-10-31 02:56:11 main:574] : INFO : Epoch 1580 | loss: 0.0311844 | val_loss: 0.0311883 | Time: 14622.6 ms [2021-10-31 02:56:27 main:574] : INFO : Epoch 1581 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 16112.8 ms [2021-10-31 02:56:43 main:574] : INFO : Epoch 1582 | loss: 0.0311839 | val_loss: 0.0311873 | Time: 16322 ms [2021-10-31 02:57:00 main:574] : INFO : Epoch 1583 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 16782 ms [2021-10-31 02:57:16 main:574] : INFO : Epoch 1584 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 15827.5 ms [2021-10-31 02:57:33 main:574] : INFO : Epoch 1585 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 16452.1 ms [2021-10-31 02:57:51 main:574] : INFO : Epoch 1586 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 18024.8 ms [2021-10-31 02:58:09 main:574] : INFO : Epoch 1587 | loss: 0.0311838 | val_loss: 0.0311918 | Time: 18231.2 ms [2021-10-31 02:58:25 main:574] : INFO : Epoch 1588 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 16094.1 ms [2021-10-31 02:58:41 main:574] : INFO : Epoch 1589 | loss: 0.0311828 | val_loss: 0.0311868 | Time: 16106.5 ms [2021-10-31 02:58:58 main:574] : INFO : Epoch 1590 | loss: 0.0311835 | val_loss: 0.0311868 | Time: 16190.6 ms [2021-10-31 02:59:14 main:574] : INFO : Epoch 1591 | loss: 0.031182 | val_loss: 0.0311868 | Time: 16278.6 ms [2021-10-31 02:59:30 main:574] : INFO : Epoch 1592 | loss: 0.0311812 | val_loss: 0.0311876 | Time: 15928.2 ms [2021-10-31 02:59:46 main:574] : INFO : Epoch 1593 | loss: 0.0311805 | val_loss: 0.0311876 | Time: 15947.8 ms [2021-10-31 03:00:02 main:574] : INFO : Epoch 1594 | loss: 0.0311795 | val_loss: 0.031189 | Time: 16288.6 ms [2021-10-31 03:00:19 main:574] : INFO : Epoch 1595 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 15998.6 ms [2021-10-31 03:00:35 main:574] : INFO : Epoch 1596 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 16133.7 ms [2021-10-31 03:00:51 main:574] : INFO : Epoch 1597 | loss: 0.0311799 | val_loss: 0.0311874 | Time: 15965 ms [2021-10-31 03:01:08 main:574] : INFO : Epoch 1598 | loss: 0.0311782 | val_loss: 0.0311873 | Time: 16625.9 ms [2021-10-31 03:01:24 main:574] : INFO : Epoch 1599 | loss: 0.0311791 | val_loss: 0.0311883 | Time: 16259.9 ms [2021-10-31 03:01:41 main:574] : INFO : Epoch 1600 | loss: 0.0311798 | val_loss: 0.0311871 | Time: 16403.2 ms [2021-10-31 03:01:56 main:574] : INFO : Epoch 1601 | loss: 0.0311789 | val_loss: 0.0311871 | Time: 15776.1 ms [2021-10-31 03:02:13 main:574] : INFO : Epoch 1602 | loss: 0.0311795 | val_loss: 0.031187 | Time: 16478.2 ms [2021-10-31 03:02:29 main:574] : INFO : Epoch 1603 | loss: 0.0311788 | val_loss: 0.0311874 | Time: 16189.3 ms [2021-10-31 03:02:45 main:574] : INFO : Epoch 1604 | loss: 0.0311779 | val_loss: 0.0311891 | Time: 15820.3 ms [2021-10-31 03:03:02 main:574] : INFO : Epoch 1605 | loss: 0.0311772 | val_loss: 0.0311893 | Time: 16320.6 ms [2021-10-31 03:03:18 main:574] : INFO : Epoch 1606 | loss: 0.0311776 | val_loss: 0.0311899 | Time: 16558.6 ms [2021-10-31 03:03:35 main:574] : INFO : Epoch 1607 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 16355.4 ms [2021-10-31 03:03:51 main:574] : INFO : Epoch 1608 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 16239.3 ms [2021-10-31 03:04:07 main:574] : INFO : Epoch 1609 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 16021.5 ms [2021-10-31 03:04:24 main:574] : INFO : Epoch 1610 | loss: 0.0311839 | val_loss: 0.031188 | Time: 16546.4 ms [2021-10-31 03:04:40 main:574] : INFO : Epoch 1611 | loss: 0.0311822 | val_loss: 0.0311907 | Time: 16062.7 ms [2021-10-31 03:04:56 main:574] : INFO : Epoch 1612 | loss: 0.0311829 | val_loss: 0.0311933 | Time: 15922.1 ms [2021-10-31 03:05:13 main:574] : INFO : Epoch 1613 | loss: 0.0311835 | val_loss: 0.0311881 | Time: 16688.3 ms [2021-10-31 03:05:29 main:574] : INFO : Epoch 1614 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 16046.8 ms [2021-10-31 03:05:45 main:574] : INFO : Epoch 1615 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 16008.9 ms [2021-10-31 03:06:02 main:574] : INFO : Epoch 1616 | loss: 0.0311768 | val_loss: 0.0311864 | Time: 16435.7 ms [2021-10-31 03:06:18 main:574] : INFO : Epoch 1617 | loss: 0.0311777 | val_loss: 0.031185 | Time: 16229.3 ms [2021-10-31 03:06:34 main:574] : INFO : Epoch 1618 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 16113.8 ms [2021-10-31 03:06:51 main:574] : INFO : Epoch 1619 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 16344.2 ms [2021-10-31 03:07:07 main:574] : INFO : Epoch 1620 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 16440.7 ms [2021-10-31 03:07:24 main:574] : INFO : Epoch 1621 | loss: 0.0311765 | val_loss: 0.031186 | Time: 16428.6 ms [2021-10-31 03:07:39 main:574] : INFO : Epoch 1622 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 15821.1 ms [2021-10-31 03:07:56 main:574] : INFO : Epoch 1623 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 16102.2 ms [2021-10-31 03:08:12 main:574] : INFO : Epoch 1624 | loss: 0.0311789 | val_loss: 0.0311902 | Time: 16511.9 ms [2021-10-31 03:08:29 main:574] : INFO : Epoch 1625 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 16270.3 ms [2021-10-31 03:08:45 main:574] : INFO : Epoch 1626 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 16267.5 ms [2021-10-31 03:09:01 main:574] : INFO : Epoch 1627 | loss: 0.031177 | val_loss: 0.0311869 | Time: 16203.7 ms [2021-10-31 03:09:18 main:574] : INFO : Epoch 1628 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 16374.6 ms [2021-10-31 03:09:35 main:574] : INFO : Epoch 1629 | loss: 0.0311783 | val_loss: 0.0311885 | Time: 17054.7 ms [2021-10-31 03:09:51 main:574] : INFO : Epoch 1630 | loss: 0.0311806 | val_loss: 0.0311914 | Time: 15984.3 ms [2021-10-31 03:10:08 main:574] : INFO : Epoch 1631 | loss: 0.0311785 | val_loss: 0.0311904 | Time: 16293.6 ms [2021-10-31 03:10:24 main:574] : INFO : Epoch 1632 | loss: 0.0311793 | val_loss: 0.0311885 | Time: 16323.7 ms [2021-10-31 03:10:40 main:574] : INFO : Epoch 1633 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 16197.5 ms [2021-10-31 03:10:56 main:574] : INFO : Epoch 1634 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 15953.2 ms [2021-10-31 03:11:13 main:574] : INFO : Epoch 1635 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 16485.5 ms [2021-10-31 03:11:29 main:574] : INFO : Epoch 1636 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 16199.3 ms [2021-10-31 03:11:45 main:574] : INFO : Epoch 1637 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 15921.8 ms [2021-10-31 03:12:02 main:574] : INFO : Epoch 1638 | loss: 0.031185 | val_loss: 0.0311944 | Time: 16347.4 ms [2021-10-31 03:12:18 main:574] : INFO : Epoch 1639 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 16267.9 ms [2021-10-31 03:12:34 main:574] : INFO : Epoch 1640 | loss: 0.0311846 | val_loss: 0.031189 | Time: 16170.4 ms [2021-10-31 03:12:51 main:574] : INFO : Epoch 1641 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 16452.9 ms [2021-10-31 03:13:07 main:574] : INFO : Epoch 1642 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 16285.6 ms [2021-10-31 03:13:24 main:574] : INFO : Epoch 1643 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 16547.5 ms [2021-10-31 03:13:40 main:574] : INFO : Epoch 1644 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 15836.6 ms [2021-10-31 03:13:56 main:574] : INFO : Epoch 1645 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 15855.6 ms [2021-10-31 03:14:12 main:574] : INFO : Epoch 1646 | loss: 0.0311775 | val_loss: 0.0311881 | Time: 16465.8 ms [2021-10-31 03:14:29 main:574] : INFO : Epoch 1647 | loss: 0.0311797 | val_loss: 0.0311945 | Time: 16281.3 ms [2021-10-31 03:14:45 main:574] : INFO : Epoch 1648 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 16338 ms [2021-10-31 03:15:01 main:574] : INFO : Epoch 1649 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 16178.9 ms [2021-10-31 03:15:18 main:574] : INFO : Epoch 1650 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 16192.2 ms [2021-10-31 03:15:34 main:574] : INFO : Epoch 1651 | loss: 0.0311786 | val_loss: 0.0311866 | Time: 16338.4 ms [2021-10-31 03:15:50 main:574] : INFO : Epoch 1652 | loss: 0.0311802 | val_loss: 0.031184 | Time: 16337.3 ms [2021-10-31 03:16:07 main:574] : INFO : Epoch 1653 | loss: 0.031178 | val_loss: 0.0311838 | Time: 16045.3 ms [2021-10-31 03:16:23 main:574] : INFO : Epoch 1654 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 16306.4 ms [2021-10-31 03:16:40 main:574] : INFO : Epoch 1655 | loss: 0.0311768 | val_loss: 0.031188 | Time: 16530.8 ms [2021-10-31 03:16:56 main:574] : INFO : Epoch 1656 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 15871.3 ms [2021-10-31 03:17:12 main:574] : INFO : Epoch 1657 | loss: 0.0311776 | val_loss: 0.0311877 | Time: 16432.3 ms [2021-10-31 03:17:28 main:574] : INFO : Epoch 1658 | loss: 0.031178 | val_loss: 0.0311855 | Time: 16169.6 ms [2021-10-31 03:17:45 main:574] : INFO : Epoch 1659 | loss: 0.0311792 | val_loss: 0.0311857 | Time: 16267.1 ms [2021-10-31 03:18:01 main:574] : INFO : Epoch 1660 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 16365.2 ms [2021-10-31 03:18:17 main:574] : INFO : Epoch 1661 | loss: 0.031181 | val_loss: 0.0311895 | Time: 15979.1 ms [2021-10-31 03:18:34 main:574] : INFO : Epoch 1662 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 16258.1 ms [2021-10-31 03:18:50 main:574] : INFO : Epoch 1663 | loss: 0.0311836 | val_loss: 0.0311822 | Time: 16161 ms [2021-10-31 03:19:06 main:574] : INFO : Epoch 1664 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 16020.2 ms [2021-10-31 03:19:22 main:574] : INFO : Epoch 1665 | loss: 0.0311793 | val_loss: 0.0311789 | Time: 16411.1 ms [2021-10-31 03:19:38 main:574] : INFO : Epoch 1666 | loss: 0.031177 | val_loss: 0.0311776 | Time: 15983.4 ms [2021-10-31 03:19:55 main:574] : INFO : Epoch 1667 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 16473.2 ms [2021-10-31 03:20:11 main:574] : INFO : Epoch 1668 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 16184.3 ms [2021-10-31 03:20:28 main:574] : INFO : Epoch 1669 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 16186.4 ms [2021-10-31 03:20:44 main:574] : INFO : Epoch 1670 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 16183.3 ms [2021-10-31 03:21:00 main:574] : INFO : Epoch 1671 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 15971.1 ms [2021-10-31 03:21:17 main:574] : INFO : Epoch 1672 | loss: 0.0311773 | val_loss: 0.031182 | Time: 16435.1 ms [2021-10-31 03:21:33 main:574] : INFO : Epoch 1673 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 16853.2 ms [2021-10-31 03:21:50 main:574] : INFO : Epoch 1674 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 16366.9 ms [2021-10-31 03:22:06 main:574] : INFO : Epoch 1675 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 15839.3 ms [2021-10-31 03:22:22 main:574] : INFO : Epoch 1676 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 16354 ms [2021-10-31 03:22:39 main:574] : INFO : Epoch 1677 | loss: 0.0311739 | val_loss: 0.03118 | Time: 16383.5 ms [2021-10-31 03:22:55 main:574] : INFO : Epoch 1678 | loss: 0.031175 | val_loss: 0.0311779 | Time: 16429.3 ms [2021-10-31 03:23:12 main:574] : INFO : Epoch 1679 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 16103.1 ms [2021-10-31 03:23:28 main:574] : INFO : Epoch 1680 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 16297.8 ms [2021-10-31 03:23:47 main:574] : INFO : Epoch 1681 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 19160.6 ms [2021-10-31 03:24:04 main:574] : INFO : Epoch 1682 | loss: 0.0311893 | val_loss: 0.0311874 | Time: 16859.8 ms [2021-10-31 03:24:22 main:574] : INFO : Epoch 1683 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 17309.4 ms [2021-10-31 03:24:38 main:574] : INFO : Epoch 1684 | loss: 0.0311838 | val_loss: 0.0311836 | Time: 16581 ms [2021-10-31 03:24:55 main:574] : INFO : Epoch 1685 | loss: 0.031182 | val_loss: 0.0311845 | Time: 16363 ms [2021-10-31 03:25:11 main:574] : INFO : Epoch 1686 | loss: 0.0311834 | val_loss: 0.031184 | Time: 16579.4 ms [2021-10-31 03:25:28 main:574] : INFO : Epoch 1687 | loss: 0.031185 | val_loss: 0.0311843 | Time: 16921.6 ms [2021-10-31 03:25:45 main:574] : INFO : Epoch 1688 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 16617.8 ms [2021-10-31 03:26:02 main:574] : INFO : Epoch 1689 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 17156 ms [2021-10-31 03:26:19 main:574] : INFO : Epoch 1690 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 16381.1 ms [2021-10-31 03:26:36 main:574] : INFO : Epoch 1691 | loss: 0.03118 | val_loss: 0.0311832 | Time: 16792.7 ms [2021-10-31 03:26:53 main:574] : INFO : Epoch 1692 | loss: 0.0311783 | val_loss: 0.0311836 | Time: 16663 ms [2021-10-31 03:27:09 main:574] : INFO : Epoch 1693 | loss: 0.0311781 | val_loss: 0.031183 | Time: 16577.7 ms [2021-10-31 03:27:26 main:574] : INFO : Epoch 1694 | loss: 0.0311786 | val_loss: 0.0311846 | Time: 16321.4 ms [2021-10-31 03:27:42 main:574] : INFO : Epoch 1695 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 16163.4 ms [2021-10-31 03:27:59 main:574] : INFO : Epoch 1696 | loss: 0.0311808 | val_loss: 0.0311859 | Time: 16565.5 ms [2021-10-31 03:28:17 main:574] : INFO : Epoch 1697 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 18216.1 ms [2021-10-31 03:28:41 main:574] : INFO : Epoch 1698 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 23638.9 ms [2021-10-31 03:29:04 main:574] : INFO : Epoch 1699 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 22914.4 ms [2021-10-31 03:29:24 main:574] : INFO : Epoch 1700 | loss: 0.031178 | val_loss: 0.0311834 | Time: 20160.3 ms [2021-10-31 03:29:40 main:574] : INFO : Epoch 1701 | loss: 0.031179 | val_loss: 0.0311836 | Time: 15863.1 ms [2021-10-31 03:29:56 main:574] : INFO : Epoch 1702 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 15963.4 ms [2021-10-31 03:30:13 main:574] : INFO : Epoch 1703 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 16296.7 ms [2021-10-31 03:30:29 main:574] : INFO : Epoch 1704 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 16187.9 ms [2021-10-31 03:30:45 main:574] : INFO : Epoch 1705 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 16120 ms [2021-10-31 03:31:01 main:574] : INFO : Epoch 1706 | loss: 0.0311762 | val_loss: 0.031183 | Time: 15949.7 ms [2021-10-31 03:31:17 main:574] : INFO : Epoch 1707 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 16030 ms [2021-10-31 03:31:34 main:574] : INFO : Epoch 1708 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 16274.6 ms [2021-10-31 03:31:51 main:574] : INFO : Epoch 1709 | loss: 0.031176 | val_loss: 0.031183 | Time: 16746.9 ms [2021-10-31 03:32:07 main:574] : INFO : Epoch 1710 | loss: 0.0311761 | val_loss: 0.0311932 | Time: 15899.6 ms [2021-10-31 03:32:23 main:574] : INFO : Epoch 1711 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 16374.4 ms [2021-10-31 03:32:39 main:574] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 16219.6 ms [2021-10-31 03:32:56 main:574] : INFO : Epoch 1713 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 16234.5 ms [2021-10-31 03:33:13 main:574] : INFO : Epoch 1714 | loss: 0.0311753 | val_loss: 0.0311855 | Time: 17278.8 ms [2021-10-31 03:33:30 main:574] : INFO : Epoch 1715 | loss: 0.0311747 | val_loss: 0.0311825 | Time: 16239.8 ms [2021-10-31 03:33:46 main:574] : INFO : Epoch 1716 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 16215.5 ms [2021-10-31 03:34:02 main:574] : INFO : Epoch 1717 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 16323.6 ms [2021-10-31 03:34:18 main:574] : INFO : Epoch 1718 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 16180.6 ms [2021-10-31 03:34:35 main:574] : INFO : Epoch 1719 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 16096.2 ms [2021-10-31 03:34:51 main:574] : INFO : Epoch 1720 | loss: 0.031173 | val_loss: 0.0311877 | Time: 16206.9 ms [2021-10-31 03:35:07 main:574] : INFO : Epoch 1721 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 16147.4 ms [2021-10-31 03:35:24 main:574] : INFO : Epoch 1722 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 16575 ms [2021-10-31 03:35:40 main:574] : INFO : Epoch 1723 | loss: 0.0311749 | val_loss: 0.031184 | Time: 16238.7 ms [2021-10-31 03:35:57 main:574] : INFO : Epoch 1724 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 16041.8 ms [2021-10-31 03:36:13 main:574] : INFO : Epoch 1725 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 16392.9 ms [2021-10-31 03:36:30 main:574] : INFO : Epoch 1726 | loss: 0.0311731 | val_loss: 0.0311824 | Time: 16486.5 ms [2021-10-31 03:36:46 main:574] : INFO : Epoch 1727 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 16037.3 ms [2021-10-31 03:37:03 main:574] : INFO : Epoch 1728 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 16631.4 ms [2021-10-31 03:37:19 main:574] : INFO : Epoch 1729 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 16099.2 ms [2021-10-31 03:37:35 main:574] : INFO : Epoch 1730 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 16017 ms [2021-10-31 03:37:51 main:574] : INFO : Epoch 1731 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 16170.2 ms [2021-10-31 03:38:08 main:574] : INFO : Epoch 1732 | loss: 0.0311783 | val_loss: 0.0311786 | Time: 16442.8 ms [2021-10-31 03:38:24 main:574] : INFO : Epoch 1733 | loss: 0.0311768 | val_loss: 0.031182 | Time: 16224 ms [2021-10-31 03:38:40 main:574] : INFO : Epoch 1734 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 15962.4 ms [2021-10-31 03:38:56 main:574] : INFO : Epoch 1735 | loss: 0.0311766 | val_loss: 0.031183 | Time: 16138.8 ms [2021-10-31 03:39:13 main:574] : INFO : Epoch 1736 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 16153.5 ms [2021-10-31 03:39:29 main:574] : INFO : Epoch 1737 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 16747.2 ms [2021-10-31 03:39:46 main:574] : INFO : Epoch 1738 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 15984.1 ms [2021-10-31 03:40:02 main:574] : INFO : Epoch 1739 | loss: 0.031176 | val_loss: 0.0311792 | Time: 16169 ms [2021-10-31 03:40:18 main:574] : INFO : Epoch 1740 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 16114.2 ms [2021-10-31 03:40:35 main:574] : INFO : Epoch 1741 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 16462 ms [2021-10-31 03:40:50 main:574] : INFO : Epoch 1742 | loss: 0.0311815 | val_loss: 0.0311889 | Time: 15814.9 ms [2021-10-31 03:41:07 main:574] : INFO : Epoch 1743 | loss: 0.0311874 | val_loss: 0.0311891 | Time: 15931.9 ms [2021-10-31 03:41:23 main:574] : INFO : Epoch 1744 | loss: 0.0311876 | val_loss: 0.0311881 | Time: 16500.5 ms [2021-10-31 03:41:39 main:574] : INFO : Epoch 1745 | loss: 0.0311915 | val_loss: 0.0311894 | Time: 16019.3 ms [2021-10-31 03:41:55 main:574] : INFO : Epoch 1746 | loss: 0.0311904 | val_loss: 0.0311855 | Time: 16165.3 ms [2021-10-31 03:42:12 main:574] : INFO : Epoch 1747 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 16037.6 ms [2021-10-31 03:42:28 main:574] : INFO : Epoch 1748 | loss: 0.0311853 | val_loss: 0.0311819 | Time: 16001.8 ms [2021-10-31 03:42:44 main:574] : INFO : Epoch 1749 | loss: 0.0311823 | val_loss: 0.0311828 | Time: 16284.7 ms [2021-10-31 03:43:00 main:574] : INFO : Epoch 1750 | loss: 0.0311825 | val_loss: 0.031183 | Time: 16006.3 ms [2021-10-31 03:43:17 main:574] : INFO : Epoch 1751 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 16373.4 ms [2021-10-31 03:43:37 main:574] : INFO : Epoch 1752 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 20225.9 ms [2021-10-31 03:43:55 main:574] : INFO : Epoch 1753 | loss: 0.03118 | val_loss: 0.0311802 | Time: 17794.3 ms [2021-10-31 03:44:11 main:574] : INFO : Epoch 1754 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 16291.5 ms [2021-10-31 03:44:28 main:574] : INFO : Epoch 1755 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 16209.2 ms [2021-10-31 03:44:44 main:574] : INFO : Epoch 1756 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 16112.4 ms [2021-10-31 03:45:00 main:574] : INFO : Epoch 1757 | loss: 0.031179 | val_loss: 0.031179 | Time: 16232.1 ms [2021-10-31 03:45:16 main:574] : INFO : Epoch 1758 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 16076.1 ms [2021-10-31 03:45:33 main:574] : INFO : Epoch 1759 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 16252.4 ms [2021-10-31 03:45:49 main:574] : INFO : Epoch 1760 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 16126.1 ms [2021-10-31 03:46:05 main:574] : INFO : Epoch 1761 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 16338.2 ms [2021-10-31 03:46:22 main:574] : INFO : Epoch 1762 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 16164.3 ms [2021-10-31 03:46:38 main:574] : INFO : Epoch 1763 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 15643.3 ms [2021-10-31 03:46:54 main:574] : INFO : Epoch 1764 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 16506.4 ms [2021-10-31 03:47:10 main:574] : INFO : Epoch 1765 | loss: 0.031178 | val_loss: 0.0311778 | Time: 15981.6 ms [2021-10-31 03:47:26 main:574] : INFO : Epoch 1766 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 15968.9 ms [2021-10-31 03:47:43 main:574] : INFO : Epoch 1767 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 16537.4 ms [2021-10-31 03:47:59 main:574] : INFO : Epoch 1768 | loss: 0.031177 | val_loss: 0.031179 | Time: 16257.5 ms [2021-10-31 03:48:16 main:574] : INFO : Epoch 1769 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 16215 ms [2021-10-31 03:48:32 main:574] : INFO : Epoch 1770 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 16193 ms [2021-10-31 03:48:48 main:574] : INFO : Epoch 1771 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 16311.2 ms [2021-10-31 03:49:05 main:574] : INFO : Epoch 1772 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 16685.8 ms [2021-10-31 03:49:21 main:574] : INFO : Epoch 1773 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 16355.2 ms [2021-10-31 03:49:38 main:574] : INFO : Epoch 1774 | loss: 0.031175 | val_loss: 0.0311776 | Time: 16201.5 ms [2021-10-31 03:49:54 main:574] : INFO : Epoch 1775 | loss: 0.0311744 | val_loss: 0.031178 | Time: 16319.3 ms [2021-10-31 03:50:11 main:574] : INFO : Epoch 1776 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 16477.9 ms [2021-10-31 03:50:27 main:574] : INFO : Epoch 1777 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 15781.2 ms [2021-10-31 03:50:43 main:574] : INFO : Epoch 1778 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 16170.2 ms [2021-10-31 03:50:59 main:574] : INFO : Epoch 1779 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 16374.2 ms [2021-10-31 03:51:17 main:574] : INFO : Epoch 1780 | loss: 0.031173 | val_loss: 0.0311778 | Time: 17339.3 ms [2021-10-31 03:51:34 main:574] : INFO : Epoch 1781 | loss: 0.031173 | val_loss: 0.0311759 | Time: 16581.3 ms [2021-10-31 03:51:50 main:574] : INFO : Epoch 1782 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 16691.2 ms [2021-10-31 03:52:07 main:574] : INFO : Epoch 1783 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 16618.3 ms [2021-10-31 03:52:24 main:574] : INFO : Epoch 1784 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 16748.1 ms [2021-10-31 03:52:41 main:574] : INFO : Epoch 1785 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 16564.2 ms [2021-10-31 03:52:57 main:574] : INFO : Epoch 1786 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 16261.4 ms [2021-10-31 03:53:14 main:574] : INFO : Epoch 1787 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 16375.2 ms [2021-10-31 03:53:30 main:574] : INFO : Epoch 1788 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 16282 ms [2021-10-31 03:53:46 main:574] : INFO : Epoch 1789 | loss: 0.0311719 | val_loss: 0.031179 | Time: 16118.2 ms [2021-10-31 03:54:02 main:574] : INFO : Epoch 1790 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 16115.5 ms [2021-10-31 03:54:18 main:574] : INFO : Epoch 1791 | loss: 0.0311724 | val_loss: 0.0311814 | Time: 15756.4 ms [2021-10-31 03:54:35 main:574] : INFO : Epoch 1792 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 16661.9 ms [2021-10-31 03:54:51 main:574] : INFO : Epoch 1793 | loss: 0.031172 | val_loss: 0.0311788 | Time: 15949.8 ms [2021-10-31 03:55:07 main:574] : INFO : Epoch 1794 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 15879.6 ms [2021-10-31 03:55:24 main:574] : INFO : Epoch 1795 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 16438.6 ms [2021-10-31 03:55:39 main:574] : INFO : Epoch 1796 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 15583.1 ms [2021-10-31 03:55:55 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 15981.6 ms [2021-10-31 03:56:11 main:574] : INFO : Epoch 1798 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 15950.1 ms [2021-10-31 03:56:27 main:574] : INFO : Epoch 1799 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 15721.7 ms [2021-10-31 03:56:42 main:574] : INFO : Epoch 1800 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 14496.4 ms [2021-10-31 03:56:55 main:574] : INFO : Epoch 1801 | loss: 0.031172 | val_loss: 0.0311783 | Time: 13617 ms [2021-10-31 03:57:09 main:574] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311784 | Time: 13756.3 ms [2021-10-31 03:57:23 main:574] : INFO : Epoch 1803 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 13567.1 ms [2021-10-31 03:57:37 main:574] : INFO : Epoch 1804 | loss: 0.03118 | val_loss: 0.0311805 | Time: 13434.1 ms [2021-10-31 03:57:50 main:574] : INFO : Epoch 1805 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 13633.1 ms [2021-10-31 03:58:06 main:574] : INFO : Epoch 1806 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 16021.1 ms [2021-10-31 03:58:20 main:574] : INFO : Epoch 1807 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 13529.2 ms [2021-10-31 03:58:34 main:574] : INFO : Epoch 1808 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 13610.8 ms [2021-10-31 03:58:48 main:574] : INFO : Epoch 1809 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 13701.7 ms [2021-10-31 03:59:03 main:574] : INFO : Epoch 1810 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 15035.8 ms [2021-10-31 03:59:19 main:574] : INFO : Epoch 1811 | loss: 0.031173 | val_loss: 0.0311769 | Time: 16603.8 ms [2021-10-31 03:59:35 main:574] : INFO : Epoch 1812 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 15760.5 ms [2021-10-31 03:59:51 main:574] : INFO : Epoch 1813 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 15659.6 ms [2021-10-31 04:00:07 main:574] : INFO : Epoch 1814 | loss: 0.0311751 | val_loss: 0.031175 | Time: 16166.8 ms [2021-10-31 04:00:24 main:574] : INFO : Epoch 1815 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 16411.8 ms [2021-10-31 04:00:40 main:574] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 15718.3 ms [2021-10-31 04:00:55 main:574] : INFO : Epoch 1817 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 15781.4 ms [2021-10-31 04:01:16 main:574] : INFO : Epoch 1818 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 20676 ms [2021-10-31 04:01:36 main:574] : INFO : Epoch 1819 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 19669.8 ms [2021-10-31 04:01:58 main:574] : INFO : Epoch 1820 | loss: 0.0311752 | val_loss: 0.031177 | Time: 22073 ms [2021-10-31 04:02:20 main:574] : INFO : Epoch 1821 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 22056.1 ms [2021-10-31 04:02:42 main:574] : INFO : Epoch 1822 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 21172.6 ms [2021-10-31 04:03:04 main:574] : INFO : Epoch 1823 | loss: 0.031172 | val_loss: 0.031177 | Time: 22300.2 ms [2021-10-31 04:03:26 main:574] : INFO : Epoch 1824 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 21156.7 ms [2021-10-31 04:03:47 main:574] : INFO : Epoch 1825 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 21300.4 ms [2021-10-31 04:04:08 main:574] : INFO : Epoch 1826 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 21384.4 ms [2021-10-31 04:04:32 main:574] : INFO : Epoch 1827 | loss: 0.0311711 | val_loss: 0.031176 | Time: 22972.5 ms [2021-10-31 04:04:54 main:574] : INFO : Epoch 1828 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 21968.8 ms [2021-10-31 04:05:16 main:574] : INFO : Epoch 1829 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 22305.6 ms [2021-10-31 04:05:37 main:574] : INFO : Epoch 1830 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 21029.8 ms [2021-10-31 04:06:00 main:574] : INFO : Epoch 1831 | loss: 0.031172 | val_loss: 0.0311774 | Time: 22105.1 ms [2021-10-31 04:06:21 main:574] : INFO : Epoch 1832 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 21078.8 ms [2021-10-31 04:06:43 main:574] : INFO : Epoch 1833 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 21958.6 ms [2021-10-31 04:07:05 main:574] : INFO : Epoch 1834 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 21540.7 ms [2021-10-31 04:07:28 main:574] : INFO : Epoch 1835 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 22655.3 ms [2021-10-31 04:07:50 main:574] : INFO : Epoch 1836 | loss: 0.0311727 | val_loss: 0.0311749 | Time: 22232 ms [2021-10-31 04:08:13 main:574] : INFO : Epoch 1837 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 22485.5 ms [2021-10-31 04:08:36 main:574] : INFO : Epoch 1838 | loss: 0.031173 | val_loss: 0.0311764 | Time: 22806.2 ms [2021-10-31 04:08:57 main:574] : INFO : Epoch 1839 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 21516.1 ms [2021-10-31 04:09:20 main:574] : INFO : Epoch 1840 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 22542.6 ms [2021-10-31 04:09:43 main:574] : INFO : Epoch 1841 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 22910.7 ms [2021-10-31 04:10:06 main:574] : INFO : Epoch 1842 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 22595.1 ms [2021-10-31 04:10:27 main:574] : INFO : Epoch 1843 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 21472.2 ms [2021-10-31 04:10:50 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 22838.7 ms [2021-10-31 04:11:12 main:574] : INFO : Epoch 1845 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 22050.9 ms [2021-10-31 04:11:35 main:574] : INFO : Epoch 1846 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 22841.5 ms [2021-10-31 04:11:58 main:574] : INFO : Epoch 1847 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 22278.9 ms [2021-10-31 04:12:21 main:574] : INFO : Epoch 1848 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 23170.9 ms [2021-10-31 04:12:43 main:574] : INFO : Epoch 1849 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 21972.9 ms [2021-10-31 04:13:06 main:574] : INFO : Epoch 1850 | loss: 0.0311697 | val_loss: 0.031176 | Time: 22502.2 ms [2021-10-31 04:13:28 main:574] : INFO : Epoch 1851 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 21514.1 ms [2021-10-31 04:13:49 main:574] : INFO : Epoch 1852 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 21579.7 ms [2021-10-31 04:14:12 main:574] : INFO : Epoch 1853 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 22740.1 ms [2021-10-31 04:14:33 main:574] : INFO : Epoch 1854 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 21035.3 ms [2021-10-31 04:14:55 main:574] : INFO : Epoch 1855 | loss: 0.0311824 | val_loss: 0.0311812 | Time: 21887.7 ms [2021-10-31 04:15:17 main:574] : INFO : Epoch 1856 | loss: 0.031182 | val_loss: 0.0311787 | Time: 21864.5 ms [2021-10-31 04:15:39 main:574] : INFO : Epoch 1857 | loss: 0.0311822 | val_loss: 0.0311772 | Time: 21453.4 ms [2021-10-31 04:16:01 main:574] : INFO : Epoch 1858 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 22021.7 ms [2021-10-31 04:16:23 main:574] : INFO : Epoch 1859 | loss: 0.0311824 | val_loss: 0.0311839 | Time: 21778.4 ms [2021-10-31 04:16:44 main:574] : INFO : Epoch 1860 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 21234.9 ms [2021-10-31 04:17:06 main:574] : INFO : Epoch 1861 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 21572.1 ms [2021-10-31 04:17:28 main:574] : INFO : Epoch 1862 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 21713.4 ms [2021-10-31 04:17:49 main:574] : INFO : Epoch 1863 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 21263.5 ms [2021-10-31 04:18:12 main:574] : INFO : Epoch 1864 | loss: 0.0311819 | val_loss: 0.0311864 | Time: 22548.3 ms [2021-10-31 04:18:34 main:574] : INFO : Epoch 1865 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 21937.7 ms [2021-10-31 04:18:55 main:574] : INFO : Epoch 1866 | loss: 0.0311806 | val_loss: 0.0311831 | Time: 20657.7 ms [2021-10-31 04:19:17 main:574] : INFO : Epoch 1867 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 21906.1 ms [2021-10-31 04:19:39 main:574] : INFO : Epoch 1868 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 22132.6 ms [2021-10-31 04:20:01 main:574] : INFO : Epoch 1869 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 21936.6 ms [2021-10-31 04:20:44 main:574] : INFO : Epoch 1870 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 43007.9 ms [2021-10-31 04:21:13 main:574] : INFO : Epoch 1871 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 28134.1 ms [2021-10-31 04:21:52 main:574] : INFO : Epoch 1872 | loss: 0.03118 | val_loss: 0.0311805 | Time: 38876.1 ms [2021-10-31 04:22:15 main:574] : INFO : Epoch 1873 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 22614.7 ms [2021-10-31 04:22:37 main:574] : INFO : Epoch 1874 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 22218.5 ms [2021-10-31 04:22:59 main:574] : INFO : Epoch 1875 | loss: 0.03118 | val_loss: 0.0311797 | Time: 21714.2 ms [2021-10-31 04:23:22 main:574] : INFO : Epoch 1876 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 22157.3 ms [2021-10-31 04:23:44 main:574] : INFO : Epoch 1877 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 22134 ms [2021-10-31 04:24:06 main:574] : INFO : Epoch 1878 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 22110.4 ms [2021-10-31 04:24:30 main:574] : INFO : Epoch 1879 | loss: 0.0311844 | val_loss: 0.0311971 | Time: 23761 ms [2021-10-31 04:24:52 main:574] : INFO : Epoch 1880 | loss: 0.0311905 | val_loss: 0.0311856 | Time: 22132 ms [2021-10-31 04:25:14 main:574] : INFO : Epoch 1881 | loss: 0.0311819 | val_loss: 0.0311835 | Time: 21775.3 ms [2021-10-31 04:25:36 main:574] : INFO : Epoch 1882 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 22042.3 ms [2021-10-31 04:25:59 main:574] : INFO : Epoch 1883 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 23077.7 ms [2021-10-31 04:26:20 main:574] : INFO : Epoch 1884 | loss: 0.0311805 | val_loss: 0.0311865 | Time: 20493 ms [2021-10-31 04:26:43 main:574] : INFO : Epoch 1885 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 22675.4 ms [2021-10-31 04:27:05 main:574] : INFO : Epoch 1886 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 21934.9 ms [2021-10-31 04:27:27 main:574] : INFO : Epoch 1887 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 21699.2 ms [2021-10-31 04:27:48 main:574] : INFO : Epoch 1888 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 20714.2 ms [2021-10-31 04:28:09 main:574] : INFO : Epoch 1889 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 21598.9 ms [2021-10-31 04:28:32 main:574] : INFO : Epoch 1890 | loss: 0.031176 | val_loss: 0.0311776 | Time: 22438.2 ms [2021-10-31 04:28:54 main:574] : INFO : Epoch 1891 | loss: 0.031177 | val_loss: 0.031182 | Time: 21954.2 ms [2021-10-31 04:29:16 main:574] : INFO : Epoch 1892 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 21593.8 ms [2021-10-31 04:29:37 main:574] : INFO : Epoch 1893 | loss: 0.031175 | val_loss: 0.0311786 | Time: 21615.6 ms [2021-10-31 04:30:00 main:574] : INFO : Epoch 1894 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 22674.8 ms [2021-10-31 04:30:23 main:574] : INFO : Epoch 1895 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 22072.6 ms [2021-10-31 04:30:45 main:574] : INFO : Epoch 1896 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 22003.3 ms [2021-10-31 04:31:06 main:574] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311764 | Time: 20967.7 ms [2021-10-31 04:31:27 main:574] : INFO : Epoch 1898 | loss: 0.0311737 | val_loss: 0.03118 | Time: 21494.9 ms [2021-10-31 04:31:48 main:574] : INFO : Epoch 1899 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 20965.7 ms [2021-10-31 04:32:12 main:574] : INFO : Epoch 1900 | loss: 0.0311724 | val_loss: 0.0311781 | Time: 22901.9 ms [2021-10-31 04:32:33 main:574] : INFO : Epoch 1901 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 21041.6 ms [2021-10-31 04:32:54 main:574] : INFO : Epoch 1902 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 21667.9 ms [2021-10-31 04:33:17 main:574] : INFO : Epoch 1903 | loss: 0.0311715 | val_loss: 0.031176 | Time: 22366.1 ms [2021-10-31 04:33:38 main:574] : INFO : Epoch 1904 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 21047.1 ms [2021-10-31 04:34:00 main:574] : INFO : Epoch 1905 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 21690.1 ms [2021-10-31 04:34:21 main:574] : INFO : Epoch 1906 | loss: 0.031173 | val_loss: 0.0311754 | Time: 20933.8 ms [2021-10-31 04:34:42 main:574] : INFO : Epoch 1907 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 20668.9 ms [2021-10-31 04:35:05 main:574] : INFO : Epoch 1908 | loss: 0.031171 | val_loss: 0.0311751 | Time: 22471 ms [2021-10-31 04:35:26 main:574] : INFO : Epoch 1909 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 20883.7 ms [2021-10-31 04:35:46 main:574] : INFO : Epoch 1910 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 20210 ms [2021-10-31 04:36:07 main:574] : INFO : Epoch 1911 | loss: 0.031171 | val_loss: 0.0311751 | Time: 20959.5 ms [2021-10-31 04:36:28 main:574] : INFO : Epoch 1912 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 20738.3 ms [2021-10-31 04:36:49 main:574] : INFO : Epoch 1913 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 21069.1 ms [2021-10-31 04:37:11 main:574] : INFO : Epoch 1914 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 21824.7 ms [2021-10-31 04:37:34 main:574] : INFO : Epoch 1915 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 22217.1 ms [2021-10-31 04:37:55 main:574] : INFO : Epoch 1916 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 21741.1 ms [2021-10-31 04:38:17 main:574] : INFO : Epoch 1917 | loss: 0.0311702 | val_loss: 0.031176 | Time: 21105.6 ms [2021-10-31 04:38:37 main:574] : INFO : Epoch 1918 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 20605.8 ms [2021-10-31 04:38:59 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 21478.9 ms [2021-10-31 04:39:20 main:574] : INFO : Epoch 1920 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 21410.6 ms [2021-10-31 04:39:43 main:574] : INFO : Epoch 1921 | loss: 0.0311694 | val_loss: 0.0311769 | Time: 22036.1 ms [2021-10-31 04:40:03 main:574] : INFO : Epoch 1922 | loss: 0.0311697 | val_loss: 0.031176 | Time: 20364.8 ms [2021-10-31 04:40:25 main:574] : INFO : Epoch 1923 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 21326.6 ms [2021-10-31 04:40:46 main:574] : INFO : Epoch 1924 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 21348.5 ms [2021-10-31 04:41:07 main:574] : INFO : Epoch 1925 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 21099.2 ms [2021-10-31 04:41:29 main:574] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.0311769 | Time: 21462.7 ms [2021-10-31 04:41:46 main:574] : INFO : Epoch 1927 | loss: 0.0311728 | val_loss: 0.031177 | Time: 17362 ms [2021-10-31 04:42:04 main:574] : INFO : Epoch 1928 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 17736.3 ms [2021-10-31 04:42:22 main:574] : INFO : Epoch 1929 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 18011.7 ms [2021-10-31 04:42:40 main:574] : INFO : Epoch 1930 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 17705.7 ms [2021-10-31 04:42:59 main:574] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 18951.9 ms [2021-10-31 04:43:20 main:574] : INFO : Epoch 1932 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 20585.8 ms [2021-10-31 04:43:43 main:574] : INFO : Epoch 1933 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 22849.9 ms [2021-10-31 04:44:01 main:574] : INFO : Epoch 1934 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 17371.8 ms [2021-10-31 04:44:18 main:574] : INFO : Epoch 1935 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 17816.2 ms [2021-10-31 04:44:36 main:574] : INFO : Epoch 1936 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 17319.5 ms [2021-10-31 04:44:54 main:574] : INFO : Epoch 1937 | loss: 0.0311716 | val_loss: 0.031183 | Time: 18286.6 ms [2021-10-31 04:45:16 main:574] : INFO : Epoch 1938 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 21757.1 ms [2021-10-31 04:45:34 main:574] : INFO : Epoch 1939 | loss: 0.0311723 | val_loss: 0.0311826 | Time: 17589.9 ms [2021-10-31 04:45:51 main:574] : INFO : Epoch 1940 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 17284.1 ms [2021-10-31 04:46:09 main:574] : INFO : Epoch 1941 | loss: 0.031173 | val_loss: 0.0311777 | Time: 17586.5 ms [2021-10-31 04:46:26 main:574] : INFO : Epoch 1942 | loss: 0.03117 | val_loss: 0.0311774 | Time: 17217.9 ms [2021-10-31 04:46:46 main:574] : INFO : Epoch 1943 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 19666.1 ms [2021-10-31 04:47:07 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 21220.3 ms [2021-10-31 04:47:25 main:574] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 17703.5 ms [2021-10-31 04:47:42 main:574] : INFO : Epoch 1946 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 17246.7 ms [2021-10-31 04:48:00 main:574] : INFO : Epoch 1947 | loss: 0.0311731 | val_loss: 0.0311792 | Time: 17935.4 ms [2021-10-31 04:48:18 main:574] : INFO : Epoch 1948 | loss: 0.0311714 | val_loss: 0.0311796 | Time: 17564.7 ms [2021-10-31 04:48:38 main:574] : INFO : Epoch 1949 | loss: 0.031172 | val_loss: 0.0311772 | Time: 20282.3 ms [2021-10-31 04:48:59 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 19910 ms [2021-10-31 04:49:16 main:574] : INFO : Epoch 1951 | loss: 0.0311706 | val_loss: 0.031177 | Time: 17307.7 ms [2021-10-31 04:49:33 main:574] : INFO : Epoch 1952 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 17253.1 ms [2021-10-31 04:49:51 main:574] : INFO : Epoch 1953 | loss: 0.03117 | val_loss: 0.0311803 | Time: 17548 ms [2021-10-31 04:50:08 main:574] : INFO : Epoch 1954 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 17424.5 ms [2021-10-31 04:50:29 main:574] : INFO : Epoch 1955 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 20932.6 ms [2021-10-31 04:50:49 main:574] : INFO : Epoch 1956 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 19505.6 ms [2021-10-31 04:51:07 main:574] : INFO : Epoch 1957 | loss: 0.0311698 | val_loss: 0.0311827 | Time: 18047.6 ms [2021-10-31 04:51:25 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.031184 | Time: 17525 ms [2021-10-31 04:51:43 main:574] : INFO : Epoch 1959 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 18522.8 ms [2021-10-31 04:52:01 main:574] : INFO : Epoch 1960 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 17702.9 ms [2021-10-31 04:52:21 main:574] : INFO : Epoch 1961 | loss: 0.0311682 | val_loss: 0.0311785 | Time: 19373.9 ms [2021-10-31 04:52:43 main:574] : INFO : Epoch 1962 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 21851 ms [2021-10-31 04:53:02 main:574] : INFO : Epoch 1963 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 18669.7 ms [2021-10-31 04:53:19 main:574] : INFO : Epoch 1964 | loss: 0.0311729 | val_loss: 0.0311824 | Time: 17495.4 ms [2021-10-31 04:53:37 main:574] : INFO : Epoch 1965 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 17542 ms [2021-10-31 04:53:55 main:574] : INFO : Epoch 1966 | loss: 0.0311896 | val_loss: 0.0311819 | Time: 18129.2 ms [2021-10-31 04:54:13 main:574] : INFO : Epoch 1967 | loss: 0.0341842 | val_loss: 0.0388952 | Time: 17844.6 ms [2021-10-31 04:54:32 main:574] : INFO : Epoch 1968 | loss: 0.0601847 | val_loss: 0.038107 | Time: 19284.8 ms [2021-10-31 04:54:54 main:574] : INFO : Epoch 1969 | loss: 0.108491 | val_loss: 0.0377465 | Time: 20952.8 ms [2021-10-31 04:55:12 main:574] : INFO : Epoch 1970 | loss: 0.0406152 | val_loss: 0.0337856 | Time: 18578.6 ms [2021-10-31 04:55:29 main:574] : INFO : Epoch 1971 | loss: 0.0326941 | val_loss: 0.0317225 | Time: 17138.3 ms [2021-10-31 04:55:49 main:574] : INFO : Epoch 1972 | loss: 0.03156 | val_loss: 0.0313445 | Time: 18984.8 ms [2021-10-31 04:56:06 main:574] : INFO : Epoch 1973 | loss: 0.0313283 | val_loss: 0.031298 | Time: 17655.2 ms [2021-10-31 04:56:24 main:574] : INFO : Epoch 1974 | loss: 0.031275 | val_loss: 0.0312601 | Time: 17932.3 ms [2021-10-31 04:56:44 main:574] : INFO : Epoch 1975 | loss: 0.0312585 | val_loss: 0.0312551 | Time: 19150 ms [2021-10-31 04:57:05 main:574] : INFO : Epoch 1976 | loss: 0.0312527 | val_loss: 0.03125 | Time: 21504.5 ms [2021-10-31 04:57:24 main:574] : INFO : Epoch 1977 | loss: 0.0312487 | val_loss: 0.0312465 | Time: 18374.4 ms [2021-10-31 04:57:41 main:574] : INFO : Epoch 1978 | loss: 0.0312457 | val_loss: 0.0312438 | Time: 17355.2 ms [2021-10-31 04:57:59 main:574] : INFO : Epoch 1979 | loss: 0.0312432 | val_loss: 0.0312413 | Time: 17211.8 ms [2021-10-31 04:58:21 main:574] : INFO : Epoch 1980 | loss: 0.0312408 | val_loss: 0.0312388 | Time: 22325.1 ms [2021-10-31 04:58:38 main:574] : INFO : Epoch 1981 | loss: 0.0312386 | val_loss: 0.0312364 | Time: 17147.2 ms [2021-10-31 04:58:58 main:574] : INFO : Epoch 1982 | loss: 0.0312368 | val_loss: 0.0312343 | Time: 19194.3 ms [2021-10-31 04:59:18 main:574] : INFO : Epoch 1983 | loss: 0.0312343 | val_loss: 0.0312315 | Time: 20303.7 ms [2021-10-31 04:59:36 main:574] : INFO : Epoch 1984 | loss: 0.0312317 | val_loss: 0.0312297 | Time: 17781.7 ms [2021-10-31 04:59:53 main:574] : INFO : Epoch 1985 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 16619.1 ms [2021-10-31 05:00:06 main:574] : INFO : Epoch 1986 | loss: 0.031228 | val_loss: 0.0312262 | Time: 13703.4 ms [2021-10-31 05:00:20 main:574] : INFO : Epoch 1987 | loss: 0.0312262 | val_loss: 0.0312244 | Time: 13959.7 ms [2021-10-31 05:00:34 main:574] : INFO : Epoch 1988 | loss: 0.0312247 | val_loss: 0.0312229 | Time: 13959.7 ms [2021-10-31 05:00:48 main:574] : INFO : Epoch 1989 | loss: 0.0312232 | val_loss: 0.0312216 | Time: 13582.7 ms [2021-10-31 05:01:02 main:574] : INFO : Epoch 1990 | loss: 0.0312219 | val_loss: 0.0312203 | Time: 13839.1 ms [2021-10-31 05:01:16 main:574] : INFO : Epoch 1991 | loss: 0.0312208 | val_loss: 0.0312191 | Time: 14307.6 ms [2021-10-31 05:01:31 main:574] : INFO : Epoch 1992 | loss: 0.0312197 | val_loss: 0.0312183 | Time: 14568.7 ms [2021-10-31 05:01:47 main:574] : INFO : Epoch 1993 | loss: 0.031219 | val_loss: 0.0312176 | Time: 16102.1 ms [2021-10-31 05:02:02 main:574] : INFO : Epoch 1994 | loss: 0.0312181 | val_loss: 0.0312161 | Time: 14606.7 ms [2021-10-31 05:02:17 main:574] : INFO : Epoch 1995 | loss: 0.0312172 | val_loss: 0.0312157 | Time: 14942.7 ms [2021-10-31 05:02:34 main:574] : INFO : Epoch 1996 | loss: 0.0312164 | val_loss: 0.031215 | Time: 17087.1 ms [2021-10-31 05:02:52 main:574] : INFO : Epoch 1997 | loss: 0.0312158 | val_loss: 0.0312143 | Time: 17272.7 ms [2021-10-31 05:03:09 main:574] : INFO : Epoch 1998 | loss: 0.0312149 | val_loss: 0.0312133 | Time: 17854.9 ms [2021-10-31 05:03:27 main:574] : INFO : Epoch 1999 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 17563.4 ms [2021-10-31 05:03:51 main:574] : INFO : Epoch 2000 | loss: 0.0312135 | val_loss: 0.0312118 | Time: 23289.6 ms [2021-10-31 05:04:09 main:574] : INFO : Epoch 2001 | loss: 0.0312125 | val_loss: 0.0312108 | Time: 17965.9 ms [2021-10-31 05:04:26 main:574] : INFO : Epoch 2002 | loss: 0.0312114 | val_loss: 0.0312097 | Time: 17629.8 ms [2021-10-31 05:04:44 main:574] : INFO : Epoch 2003 | loss: 0.0312104 | val_loss: 0.0312093 | Time: 17361.5 ms [2021-10-31 05:05:02 main:574] : INFO : Epoch 2004 | loss: 0.0312091 | val_loss: 0.0312075 | Time: 17670.9 ms [2021-10-31 05:05:20 main:574] : INFO : Epoch 2005 | loss: 0.0312073 | val_loss: 0.0312066 | Time: 17905.1 ms [2021-10-31 05:05:38 main:574] : INFO : Epoch 2006 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 18529.9 ms [2021-10-31 05:06:01 main:574] : INFO : Epoch 2007 | loss: 0.0312063 | val_loss: 0.0312062 | Time: 22105.3 ms [2021-10-31 05:06:19 main:574] : INFO : Epoch 2008 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 18397.7 ms [2021-10-31 05:06:36 main:574] : INFO : Epoch 2009 | loss: 0.0312056 | val_loss: 0.0312056 | Time: 16990.4 ms [2021-10-31 05:06:53 main:574] : INFO : Epoch 2010 | loss: 0.0312057 | val_loss: 0.0312049 | Time: 17210.4 ms [2021-10-31 05:07:11 main:574] : INFO : Epoch 2011 | loss: 0.0312048 | val_loss: 0.0312046 | Time: 17461 ms [2021-10-31 05:07:29 main:574] : INFO : Epoch 2012 | loss: 0.031204 | val_loss: 0.0312042 | Time: 18148.7 ms [2021-10-31 05:07:49 main:574] : INFO : Epoch 2013 | loss: 0.0312039 | val_loss: 0.031204 | Time: 19934 ms [2021-10-31 05:08:10 main:574] : INFO : Epoch 2014 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 20866.3 ms [2021-10-31 05:08:29 main:574] : INFO : Epoch 2015 | loss: 0.0312031 | val_loss: 0.0312031 | Time: 18306.1 ms [2021-10-31 05:08:46 main:574] : INFO : Epoch 2016 | loss: 0.0312031 | val_loss: 0.0312036 | Time: 17607.5 ms [2021-10-31 05:09:04 main:574] : INFO : Epoch 2017 | loss: 0.0312029 | val_loss: 0.0312032 | Time: 17374.4 ms [2021-10-31 05:09:22 main:574] : INFO : Epoch 2018 | loss: 0.0312024 | val_loss: 0.0312035 | Time: 17452.9 ms [2021-10-31 05:09:40 main:574] : INFO : Epoch 2019 | loss: 0.0312022 | val_loss: 0.0312028 | Time: 18007.1 ms [2021-10-31 05:10:01 main:574] : INFO : Epoch 2020 | loss: 0.0312022 | val_loss: 0.0312026 | Time: 20817.6 ms [2021-10-31 05:10:20 main:574] : INFO : Epoch 2021 | loss: 0.0312022 | val_loss: 0.0312021 | Time: 19383.2 ms [2021-10-31 05:10:38 main:574] : INFO : Epoch 2022 | loss: 0.0312017 | val_loss: 0.0312022 | Time: 17801.6 ms [2021-10-31 05:10:55 main:574] : INFO : Epoch 2023 | loss: 0.0312015 | val_loss: 0.0312022 | Time: 17248.4 ms [2021-10-31 05:11:13 main:574] : INFO : Epoch 2024 | loss: 0.0312011 | val_loss: 0.0312016 | Time: 17303.8 ms [2021-10-31 05:11:31 main:574] : INFO : Epoch 2025 | loss: 0.0312009 | val_loss: 0.0312016 | Time: 17844.3 ms [2021-10-31 05:11:48 main:574] : INFO : Epoch 2026 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 17602.9 ms [2021-10-31 05:12:10 main:574] : INFO : Epoch 2027 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 21804.6 ms [2021-10-31 05:12:29 main:574] : INFO : Epoch 2028 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 18824.8 ms [2021-10-31 05:12:47 main:574] : INFO : Epoch 2029 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 17643.9 ms [2021-10-31 05:13:04 main:574] : INFO : Epoch 2030 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 17388.8 ms [2021-10-31 05:13:22 main:574] : INFO : Epoch 2031 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 17742.8 ms [2021-10-31 05:13:40 main:574] : INFO : Epoch 2032 | loss: 0.0311998 | val_loss: 0.0312011 | Time: 17248.9 ms [2021-10-31 05:13:57 main:574] : INFO : Epoch 2033 | loss: 0.0311997 | val_loss: 0.0312003 | Time: 17441.4 ms [2021-10-31 05:14:19 main:574] : INFO : Epoch 2034 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 21617.8 ms [2021-10-31 05:14:37 main:574] : INFO : Epoch 2035 | loss: 0.031199 | val_loss: 0.0312 | Time: 18275.7 ms [2021-10-31 05:14:55 main:574] : INFO : Epoch 2036 | loss: 0.0311991 | val_loss: 0.0312001 | Time: 17952.5 ms [2021-10-31 05:15:13 main:574] : INFO : Epoch 2037 | loss: 0.0311996 | val_loss: 0.0312013 | Time: 17281.9 ms [2021-10-31 05:15:30 main:574] : INFO : Epoch 2038 | loss: 0.0311989 | val_loss: 0.0312001 | Time: 17709.1 ms [2021-10-31 05:15:48 main:574] : INFO : Epoch 2039 | loss: 0.0311987 | val_loss: 0.0311998 | Time: 17392.5 ms [2021-10-31 05:16:06 main:574] : INFO : Epoch 2040 | loss: 0.031199 | val_loss: 0.0311995 | Time: 17898.4 ms [2021-10-31 05:16:29 main:574] : INFO : Epoch 2041 | loss: 0.0311986 | val_loss: 0.0311997 | Time: 22961.5 ms [2021-10-31 05:16:47 main:574] : INFO : Epoch 2042 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 17839.6 ms [2021-10-31 05:17:04 main:574] : INFO : Epoch 2043 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 17120.4 ms [2021-10-31 05:17:22 main:574] : INFO : Epoch 2044 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 17623 ms [2021-10-31 05:17:40 main:574] : INFO : Epoch 2045 | loss: 0.0311981 | val_loss: 0.031199 | Time: 17350 ms [2021-10-31 05:17:57 main:574] : INFO : Epoch 2046 | loss: 0.0311982 | val_loss: 0.0311991 | Time: 17529.4 ms [2021-10-31 05:18:19 main:574] : INFO : Epoch 2047 | loss: 0.0311983 | val_loss: 0.0311989 | Time: 21502.6 ms [2021-10-31 05:18:38 main:574] : INFO : Epoch 2048 | loss: 0.0311977 | val_loss: 0.0312001 | Time: 18603.8 ms [2021-10-31 05:18:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312001 [2021-10-31 05:18:38 main:603] : INFO : Saving end state to config to file [2021-10-31 05:18:38 main:608] : INFO : Success, exiting.. 05:18:38 (21168): 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)