Task 10263192
| Name | ParityModified-1639953768-16011-1-0_0 |
| Workunit | 7620268 |
| Created | 29 Dec 2021, 22:11:52 UTC |
| Sent | 14 Jan 2022, 18:15:37 UTC |
| Report deadline | 22 Jan 2022, 18:15:37 UTC |
| Received | 15 Jan 2022, 8:44:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 4 hours 42 min 54 sec |
| CPU time | 4 hours 13 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1 main:574] : INFO : Epoch 1542 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 7942.69 ms [2022-01-15 00:45:39 main:574] : INFO : Epoch 1543 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 7597.2 ms [2022-01-15 00:45:47 main:574] : INFO : Epoch 1544 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 7736.1 ms [2022-01-15 00:45:54 main:574] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 7779.26 ms [2022-01-15 00:46:02 main:574] : INFO : Epoch 1546 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 7671.58 ms [2022-01-15 00:46:10 main:574] : INFO : Epoch 1547 | loss: 0.0311798 | val_loss: 0.0311903 | Time: 7787.33 ms [2022-01-15 00:46:18 main:574] : INFO : Epoch 1548 | loss: 0.031182 | val_loss: 0.0311877 | Time: 8013.53 ms [2022-01-15 00:46:25 main:574] : INFO : Epoch 1549 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 7277.38 ms [2022-01-15 00:46:33 main:574] : INFO : Epoch 1550 | loss: 0.0311772 | val_loss: 0.031186 | Time: 7780.77 ms [2022-01-15 00:46:40 main:574] : INFO : Epoch 1551 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 7311.3 ms [2022-01-15 00:46:48 main:574] : INFO : Epoch 1552 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 7884.69 ms [2022-01-15 00:46:56 main:574] : INFO : Epoch 1553 | loss: 0.031177 | val_loss: 0.0311831 | Time: 7862.23 ms [2022-01-15 00:47:03 main:574] : INFO : Epoch 1554 | loss: 0.0311763 | val_loss: 0.0311868 | Time: 7160.41 ms [2022-01-15 00:47:11 main:574] : INFO : Epoch 1555 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 7806.47 ms [2022-01-15 00:47:19 main:574] : INFO : Epoch 1556 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 7676.64 ms [2022-01-15 00:47:26 main:574] : INFO : Epoch 1557 | loss: 0.0311775 | val_loss: 0.0311867 | Time: 7403.54 ms [2022-01-15 00:47:34 main:574] : INFO : Epoch 1558 | loss: 0.0311784 | val_loss: 0.0311818 | Time: 7645.98 ms [2022-01-15 00:47:41 main:574] : INFO : Epoch 1559 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 7296.51 ms [2022-01-15 00:47:49 main:574] : INFO : Epoch 1560 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 7732.02 ms [2022-01-15 00:47:57 main:574] : INFO : Epoch 1561 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 7806.25 ms [2022-01-15 00:48:04 main:574] : INFO : Epoch 1562 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 7288.3 ms [2022-01-15 00:48:12 main:574] : INFO : Epoch 1563 | loss: 0.0311783 | val_loss: 0.0311883 | Time: 7780.43 ms [2022-01-15 00:48:19 main:574] : INFO : Epoch 1564 | loss: 0.031176 | val_loss: 0.0311848 | Time: 7407.33 ms [2022-01-15 00:48:27 main:574] : INFO : Epoch 1565 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 7744.52 ms [2022-01-15 00:48:35 main:574] : INFO : Epoch 1566 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 7703.19 ms [2022-01-15 00:48:42 main:574] : INFO : Epoch 1567 | loss: 0.0311749 | val_loss: 0.031182 | Time: 7317.51 ms [2022-01-15 00:48:50 main:574] : INFO : Epoch 1568 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 8284.7 ms [2022-01-15 00:48:58 main:574] : INFO : Epoch 1569 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 7832.65 ms [2022-01-15 00:49:06 main:574] : INFO : Epoch 1570 | loss: 0.0311772 | val_loss: 0.0311843 | Time: 7418.19 ms [2022-01-15 00:49:13 main:574] : INFO : Epoch 1571 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 7806.26 ms [2022-01-15 00:49:21 main:574] : INFO : Epoch 1572 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 7146.76 ms [2022-01-15 00:49:29 main:574] : INFO : Epoch 1573 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 7915.34 ms [2022-01-15 00:49:36 main:574] : INFO : Epoch 1574 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 7865.33 ms [2022-01-15 00:49:44 main:574] : INFO : Epoch 1575 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 7371.79 ms [2022-01-15 00:49:52 main:574] : INFO : Epoch 1576 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 7808.55 ms [2022-01-15 00:50:00 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 8469.84 ms [2022-01-15 00:50:09 main:574] : INFO : Epoch 1578 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 8609.36 ms [2022-01-15 00:50:17 main:574] : INFO : Epoch 1579 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 7906 ms [2022-01-15 00:50:24 main:574] : INFO : Epoch 1580 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 7764.56 ms [2022-01-15 00:50:33 main:574] : INFO : Epoch 1581 | loss: 0.0311746 | val_loss: 0.0311837 | Time: 8157.57 ms [2022-01-15 00:50:40 main:574] : INFO : Epoch 1582 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 7579.18 ms [2022-01-15 00:50:48 main:574] : INFO : Epoch 1583 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 8102.79 ms [2022-01-15 00:50:56 main:574] : INFO : Epoch 1584 | loss: 0.0311793 | val_loss: 0.0311906 | Time: 8154.32 ms [2022-01-15 00:51:04 main:574] : INFO : Epoch 1585 | loss: 0.0311796 | val_loss: 0.0311866 | Time: 7733.02 ms [2022-01-15 00:51:12 main:574] : INFO : Epoch 1586 | loss: 0.031176 | val_loss: 0.0311849 | Time: 7912.24 ms [2022-01-15 00:51:19 main:574] : INFO : Epoch 1587 | loss: 0.031173 | val_loss: 0.0311811 | Time: 7308.73 ms [2022-01-15 00:51:27 main:574] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.031179 | Time: 7880.78 ms [2022-01-15 00:51:36 main:574] : INFO : Epoch 1589 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 8294.4 ms [2022-01-15 00:51:43 main:574] : INFO : Epoch 1590 | loss: 0.031172 | val_loss: 0.0311792 | Time: 7245.86 ms [2022-01-15 00:51:51 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 7901.48 ms [2022-01-15 00:51:59 main:574] : INFO : Epoch 1592 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 7669.53 ms [2022-01-15 00:52:06 main:574] : INFO : Epoch 1593 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 7564.67 ms [2022-01-15 00:52:14 main:574] : INFO : Epoch 1594 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 7965.24 ms [2022-01-15 00:52:22 main:574] : INFO : Epoch 1595 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 7450.31 ms [2022-01-15 00:52:29 main:574] : INFO : Epoch 1596 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 7907.77 ms [2022-01-15 00:52:38 main:574] : INFO : Epoch 1597 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 8019.06 ms [2022-01-15 00:52:45 main:574] : INFO : Epoch 1598 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 7566.89 ms [2022-01-15 00:52:53 main:574] : INFO : Epoch 1599 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 7892.4 ms [2022-01-15 00:53:00 main:574] : INFO : Epoch 1600 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 7394.69 ms [2022-01-15 00:53:08 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 7806.55 ms [2022-01-15 00:53:16 main:574] : INFO : Epoch 1602 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 8132.19 ms [2022-01-15 00:53:24 main:574] : INFO : Epoch 1603 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 7457.37 ms [2022-01-15 00:53:32 main:574] : INFO : Epoch 1604 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 7908.43 ms [2022-01-15 00:53:39 main:574] : INFO : Epoch 1605 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 7454.75 ms [2022-01-15 00:53:47 main:574] : INFO : Epoch 1606 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 7743.85 ms [2022-01-15 00:53:55 main:574] : INFO : Epoch 1607 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 7938.79 ms [2022-01-15 00:54:02 main:574] : INFO : Epoch 1608 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 7288.31 ms [2022-01-15 00:54:10 main:574] : INFO : Epoch 1609 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 7627.25 ms [2022-01-15 00:54:18 main:574] : INFO : Epoch 1610 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 8000.44 ms [2022-01-15 00:54:26 main:574] : INFO : Epoch 1611 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 7877.46 ms [2022-01-15 00:54:34 main:574] : INFO : Epoch 1612 | loss: 0.031172 | val_loss: 0.0311791 | Time: 8091.24 ms [2022-01-15 00:54:41 main:574] : INFO : Epoch 1613 | loss: 0.0311721 | val_loss: 0.031175 | Time: 7513.7 ms [2022-01-15 00:54:50 main:574] : INFO : Epoch 1614 | loss: 0.031171 | val_loss: 0.0311766 | Time: 9055.17 ms [2022-01-15 00:54:58 main:574] : INFO : Epoch 1615 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 7920.82 ms [2022-01-15 00:55:06 main:574] : INFO : Epoch 1616 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 7570.79 ms [2022-01-15 00:55:14 main:574] : INFO : Epoch 1617 | loss: 0.03117 | val_loss: 0.0311766 | Time: 7737.6 ms [2022-01-15 00:55:21 main:574] : INFO : Epoch 1618 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 7519.23 ms [2022-01-15 00:55:30 main:574] : INFO : Epoch 1619 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 8544.59 ms [2022-01-15 00:55:38 main:574] : INFO : Epoch 1620 | loss: 0.0311707 | val_loss: 0.031176 | Time: 7901.47 ms [2022-01-15 00:55:45 main:574] : INFO : Epoch 1621 | loss: 0.0311692 | val_loss: 0.031177 | Time: 7300.59 ms [2022-01-15 00:55:53 main:574] : INFO : Epoch 1622 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 8100.23 ms [2022-01-15 00:56:01 main:574] : INFO : Epoch 1623 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 7885.67 ms [2022-01-15 00:56:09 main:574] : INFO : Epoch 1624 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 7710.54 ms [2022-01-15 00:56:17 main:574] : INFO : Epoch 1625 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 8048.29 ms [2022-01-15 00:56:24 main:574] : INFO : Epoch 1626 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 7399.59 ms [2022-01-15 00:56:32 main:574] : INFO : Epoch 1627 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 7915.39 ms [2022-01-15 00:56:40 main:574] : INFO : Epoch 1628 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 7377.78 ms [2022-01-15 00:56:48 main:574] : INFO : Epoch 1629 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 7927.97 ms [2022-01-15 00:56:56 main:574] : INFO : Epoch 1630 | loss: 0.0311698 | val_loss: 0.031179 | Time: 8135.85 ms [2022-01-15 00:57:03 main:574] : INFO : Epoch 1631 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 7661.82 ms [2022-01-15 00:57:11 main:574] : INFO : Epoch 1632 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 8039.4 ms [2022-01-15 00:57:19 main:574] : INFO : Epoch 1633 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 7957.68 ms [2022-01-15 00:57:27 main:574] : INFO : Epoch 1634 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 7972.71 ms [2022-01-15 00:57:35 main:574] : INFO : Epoch 1635 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 7792.32 ms [2022-01-15 00:57:43 main:574] : INFO : Epoch 1636 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 7553.13 ms [2022-01-15 00:57:51 main:574] : INFO : Epoch 1637 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 7780.57 ms [2022-01-15 00:57:58 main:574] : INFO : Epoch 1638 | loss: 0.0311671 | val_loss: 0.0311857 | Time: 7885.74 ms [2022-01-15 00:58:06 main:574] : INFO : Epoch 1639 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 7436.17 ms [2022-01-15 00:58:14 main:574] : INFO : Epoch 1640 | loss: 0.0311735 | val_loss: 0.0311836 | Time: 7812.13 ms [2022-01-15 00:58:21 main:574] : INFO : Epoch 1641 | loss: 0.031177 | val_loss: 0.0311822 | Time: 7433.47 ms [2022-01-15 00:58:29 main:574] : INFO : Epoch 1642 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 8087.24 ms [2022-01-15 00:58:37 main:574] : INFO : Epoch 1643 | loss: 0.0311714 | val_loss: 0.0311781 | Time: 7668.51 ms [2022-01-15 00:58:44 main:574] : INFO : Epoch 1644 | loss: 0.0311707 | val_loss: 0.031177 | Time: 7218.43 ms [2022-01-15 00:58:52 main:574] : INFO : Epoch 1645 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 7500.1 ms [2022-01-15 00:58:59 main:574] : INFO : Epoch 1646 | loss: 0.0311685 | val_loss: 0.0311764 | Time: 7314.85 ms [2022-01-15 00:59:06 main:574] : INFO : Epoch 1647 | loss: 0.0311698 | val_loss: 0.0311858 | Time: 7355.41 ms [2022-01-15 00:59:14 main:574] : INFO : Epoch 1648 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 8022.89 ms [2022-01-15 00:59:22 main:574] : INFO : Epoch 1649 | loss: 0.0311708 | val_loss: 0.0311775 | Time: 7227.24 ms [2022-01-15 00:59:30 main:574] : INFO : Epoch 1650 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 7945.92 ms [2022-01-15 00:59:37 main:574] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311788 | Time: 7803.86 ms [2022-01-15 00:59:44 main:574] : INFO : Epoch 1652 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 6810.57 ms [2022-01-15 00:59:52 main:574] : INFO : Epoch 1653 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 7602.82 ms [2022-01-15 00:59:59 main:574] : INFO : Epoch 1654 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 7550.17 ms [2022-01-15 01:00:07 main:574] : INFO : Epoch 1655 | loss: 0.0311689 | val_loss: 0.03118 | Time: 7687.25 ms [2022-01-15 01:00:15 main:574] : INFO : Epoch 1656 | loss: 0.0311692 | val_loss: 0.0311799 | Time: 7575.23 ms [2022-01-15 01:00:22 main:574] : INFO : Epoch 1657 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 7310.52 ms [2022-01-15 01:00:30 main:574] : INFO : Epoch 1658 | loss: 0.031169 | val_loss: 0.031181 | Time: 7718.6 ms [2022-01-15 01:00:38 main:574] : INFO : Epoch 1659 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 7869.43 ms [2022-01-15 01:00:45 main:574] : INFO : Epoch 1660 | loss: 0.0311683 | val_loss: 0.0311801 | Time: 7561.42 ms [2022-01-15 01:00:53 main:574] : INFO : Epoch 1661 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 8105.78 ms [2022-01-15 01:01:01 main:574] : INFO : Epoch 1662 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 7443.3 ms [2022-01-15 01:01:09 main:574] : INFO : Epoch 1663 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 7788.99 ms [2022-01-15 01:01:16 main:574] : INFO : Epoch 1664 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 7651.7 ms [2022-01-15 01:01:24 main:574] : INFO : Epoch 1665 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 7462.4 ms [2022-01-15 01:01:32 main:574] : INFO : Epoch 1666 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 8023.11 ms [2022-01-15 01:01:39 main:574] : INFO : Epoch 1667 | loss: 0.031169 | val_loss: 0.0311783 | Time: 7460.76 ms [2022-01-15 01:01:47 main:574] : INFO : Epoch 1668 | loss: 0.0311679 | val_loss: 0.0311814 | Time: 7976.09 ms [2022-01-15 01:01:55 main:574] : INFO : Epoch 1669 | loss: 0.0311685 | val_loss: 0.031181 | Time: 7626.25 ms [2022-01-15 01:02:02 main:574] : INFO : Epoch 1670 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 7311.95 ms [2022-01-15 01:02:10 main:574] : INFO : Epoch 1671 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 7656.22 ms [2022-01-15 01:02:18 main:574] : INFO : Epoch 1672 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 7729.83 ms [2022-01-15 01:02:25 main:574] : INFO : Epoch 1673 | loss: 0.031172 | val_loss: 0.0311812 | Time: 7582.18 ms [2022-01-15 01:02:33 main:574] : INFO : Epoch 1674 | loss: 0.0311709 | val_loss: 0.03118 | Time: 7743.8 ms [2022-01-15 01:02:40 main:574] : INFO : Epoch 1675 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 7372.4 ms [2022-01-15 01:02:48 main:574] : INFO : Epoch 1676 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 7647.26 ms [2022-01-15 01:02:56 main:574] : INFO : Epoch 1677 | loss: 0.0311678 | val_loss: 0.0311795 | Time: 7778.27 ms [2022-01-15 01:03:03 main:574] : INFO : Epoch 1678 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 7380.09 ms [2022-01-15 01:03:11 main:574] : INFO : Epoch 1679 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 8022.21 ms [2022-01-15 01:03:19 main:574] : INFO : Epoch 1680 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 7751.15 ms [2022-01-15 01:03:27 main:574] : INFO : Epoch 1681 | loss: 0.031169 | val_loss: 0.031178 | Time: 7707.96 ms [2022-01-15 01:03:35 main:574] : INFO : Epoch 1682 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 7943.17 ms [2022-01-15 01:03:42 main:574] : INFO : Epoch 1683 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 7537.14 ms [2022-01-15 01:03:50 main:574] : INFO : Epoch 1684 | loss: 0.0311674 | val_loss: 0.0311806 | Time: 7551.48 ms [2022-01-15 01:03:58 main:574] : INFO : Epoch 1685 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 8004.72 ms [2022-01-15 01:04:05 main:574] : INFO : Epoch 1686 | loss: 0.0312051 | val_loss: 0.0314384 | Time: 7488.01 ms [2022-01-15 01:04:13 main:574] : INFO : Epoch 1687 | loss: 0.0315776 | val_loss: 0.0314615 | Time: 7941.32 ms [2022-01-15 01:04:21 main:574] : INFO : Epoch 1688 | loss: 0.0313383 | val_loss: 0.0312425 | Time: 7478.47 ms [2022-01-15 01:04:29 main:574] : INFO : Epoch 1689 | loss: 0.0312046 | val_loss: 0.0311856 | Time: 8028.08 ms [2022-01-15 01:04:37 main:574] : INFO : Epoch 1690 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 7811.65 ms [2022-01-15 01:04:44 main:574] : INFO : Epoch 1691 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 7501.73 ms [2022-01-15 01:04:53 main:574] : INFO : Epoch 1692 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 9160.37 ms [2022-01-15 01:05:01 main:574] : INFO : Epoch 1693 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 7625.31 ms [2022-01-15 01:05:09 main:574] : INFO : Epoch 1694 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 8422.73 ms [2022-01-15 01:05:18 main:574] : INFO : Epoch 1695 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 8181.92 ms [2022-01-15 01:05:26 main:574] : INFO : Epoch 1696 | loss: 0.031172 | val_loss: 0.0311776 | Time: 8056.02 ms [2022-01-15 01:05:34 main:574] : INFO : Epoch 1697 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 8228.36 ms [2022-01-15 01:05:42 main:574] : INFO : Epoch 1698 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 7793.67 ms [2022-01-15 01:05:50 main:574] : INFO : Epoch 1699 | loss: 0.0311705 | val_loss: 0.031177 | Time: 8188.98 ms [2022-01-15 01:05:58 main:574] : INFO : Epoch 1700 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 8187.57 ms [2022-01-15 01:06:06 main:574] : INFO : Epoch 1701 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 8070.5 ms [2022-01-15 01:06:14 main:574] : INFO : Epoch 1702 | loss: 0.0311695 | val_loss: 0.0311801 | Time: 8049.94 ms [2022-01-15 01:06:22 main:574] : INFO : Epoch 1703 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 7278.78 ms [2022-01-15 01:06:30 main:574] : INFO : Epoch 1704 | loss: 0.0311691 | val_loss: 0.0311798 | Time: 7980.77 ms [2022-01-15 01:06:37 main:574] : INFO : Epoch 1705 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 7841.08 ms [2022-01-15 01:06:45 main:574] : INFO : Epoch 1706 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 7504.38 ms [2022-01-15 01:06:53 main:574] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 7818.28 ms [2022-01-15 01:07:00 main:574] : INFO : Epoch 1708 | loss: 0.0311698 | val_loss: 0.0311781 | Time: 7339.28 ms [2022-01-15 01:07:08 main:574] : INFO : Epoch 1709 | loss: 0.031168 | val_loss: 0.0311758 | Time: 7973.21 ms [2022-01-15 01:07:16 main:574] : INFO : Epoch 1710 | loss: 0.0311674 | val_loss: 0.031175 | Time: 7629.7 ms [2022-01-15 01:07:23 main:574] : INFO : Epoch 1711 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 6976.48 ms [2022-01-15 01:07:31 main:574] : INFO : Epoch 1712 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 7746.98 ms [2022-01-15 01:07:38 main:574] : INFO : Epoch 1713 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 7768.55 ms [2022-01-15 01:07:46 main:574] : INFO : Epoch 1714 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 7547.5 ms [2022-01-15 01:07:54 main:574] : INFO : Epoch 1715 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 7919.27 ms [2022-01-15 01:08:01 main:574] : INFO : Epoch 1716 | loss: 0.0311674 | val_loss: 0.031176 | Time: 7551.66 ms [2022-01-15 01:08:09 main:574] : INFO : Epoch 1717 | loss: 0.0311682 | val_loss: 0.031177 | Time: 7705.32 ms [2022-01-15 01:08:17 main:574] : INFO : Epoch 1718 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 8190.93 ms [2022-01-15 01:08:25 main:574] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.031177 | Time: 7547.7 ms [2022-01-15 01:08:32 main:574] : INFO : Epoch 1720 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 7511.69 ms [2022-01-15 01:08:40 main:574] : INFO : Epoch 1721 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 7343.71 ms [2022-01-15 01:08:48 main:574] : INFO : Epoch 1722 | loss: 0.0311689 | val_loss: 0.0311782 | Time: 7731.66 ms [2022-01-15 01:08:55 main:574] : INFO : Epoch 1723 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 7544.12 ms [2022-01-15 01:09:02 main:574] : INFO : Epoch 1724 | loss: 0.031169 | val_loss: 0.0311777 | Time: 7275.65 ms [2022-01-15 01:09:10 main:574] : INFO : Epoch 1725 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 7529.6 ms [2022-01-15 01:09:18 main:574] : INFO : Epoch 1726 | loss: 0.0311714 | val_loss: 0.0311871 | Time: 7994.06 ms [2022-01-15 01:09:26 main:574] : INFO : Epoch 1727 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 8208.8 ms [2022-01-15 01:09:34 main:574] : INFO : Epoch 1728 | loss: 0.0311696 | val_loss: 0.0311778 | Time: 7769.31 ms [2022-01-15 01:09:43 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.031179 | Time: 8699.09 ms [2022-01-15 01:09:51 main:574] : INFO : Epoch 1730 | loss: 0.0311682 | val_loss: 0.031179 | Time: 8237.05 ms [2022-01-15 01:09:59 main:574] : INFO : Epoch 1731 | loss: 0.0311665 | val_loss: 0.031176 | Time: 7811.96 ms [2022-01-15 01:10:07 main:574] : INFO : Epoch 1732 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 7799.66 ms [2022-01-15 01:10:14 main:574] : INFO : Epoch 1733 | loss: 0.031169 | val_loss: 0.0311772 | Time: 7389.31 ms [2022-01-15 01:10:21 main:574] : INFO : Epoch 1734 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 7286.97 ms [2022-01-15 01:10:29 main:574] : INFO : Epoch 1735 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 7738.79 ms [2022-01-15 01:10:37 main:574] : INFO : Epoch 1736 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 7519.24 ms [2022-01-15 01:10:44 main:574] : INFO : Epoch 1737 | loss: 0.0311671 | val_loss: 0.031179 | Time: 7515.04 ms [2022-01-15 01:10:52 main:574] : INFO : Epoch 1738 | loss: 0.0311662 | val_loss: 0.0311769 | Time: 7587.82 ms [2022-01-15 01:10:59 main:574] : INFO : Epoch 1739 | loss: 0.0311655 | val_loss: 0.0311768 | Time: 7643.93 ms [2022-01-15 01:11:07 main:574] : INFO : Epoch 1740 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 7539.96 ms [2022-01-15 01:11:15 main:574] : INFO : Epoch 1741 | loss: 0.0311662 | val_loss: 0.0311827 | Time: 7954.3 ms [2022-01-15 01:11:22 main:574] : INFO : Epoch 1742 | loss: 0.0311685 | val_loss: 0.0311813 | Time: 7327.04 ms [2022-01-15 01:11:30 main:574] : INFO : Epoch 1743 | loss: 0.0311674 | val_loss: 0.0311807 | Time: 7636.72 ms [2022-01-15 01:11:38 main:574] : INFO : Epoch 1744 | loss: 0.0311657 | val_loss: 0.0311773 | Time: 7695.08 ms [2022-01-15 01:11:45 main:574] : INFO : Epoch 1745 | loss: 0.0311671 | val_loss: 0.0311816 | Time: 7401.19 ms [2022-01-15 01:11:53 main:574] : INFO : Epoch 1746 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 7636.27 ms [2022-01-15 01:12:00 main:574] : INFO : Epoch 1747 | loss: 0.0311652 | val_loss: 0.031179 | Time: 7244.22 ms [2022-01-15 01:12:08 main:574] : INFO : Epoch 1748 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 7706.22 ms [2022-01-15 01:12:15 main:574] : INFO : Epoch 1749 | loss: 0.0311647 | val_loss: 0.031177 | Time: 7634.1 ms [2022-01-15 01:12:22 main:574] : INFO : Epoch 1750 | loss: 0.0311648 | val_loss: 0.0311769 | Time: 7045.53 ms [2022-01-15 01:12:30 main:574] : INFO : Epoch 1751 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 7940.63 ms [2022-01-15 01:12:38 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 8050.24 ms [2022-01-15 01:12:46 main:574] : INFO : Epoch 1753 | loss: 0.0311635 | val_loss: 0.0311762 | Time: 8116.92 ms [2022-01-15 01:12:55 main:574] : INFO : Epoch 1754 | loss: 0.031163 | val_loss: 0.031177 | Time: 8661.76 ms [2022-01-15 01:13:03 main:574] : INFO : Epoch 1755 | loss: 0.0311626 | val_loss: 0.031176 | Time: 7845.63 ms [2022-01-15 01:13:11 main:574] : INFO : Epoch 1756 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 7832.8 ms [2022-01-15 01:13:19 main:574] : INFO : Epoch 1757 | loss: 0.0311662 | val_loss: 0.0311788 | Time: 8307.81 ms [2022-01-15 01:13:27 main:574] : INFO : Epoch 1758 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 7620.71 ms [2022-01-15 01:13:35 main:574] : INFO : Epoch 1759 | loss: 0.031166 | val_loss: 0.0311779 | Time: 7863.61 ms [2022-01-15 01:13:42 main:574] : INFO : Epoch 1760 | loss: 0.0311654 | val_loss: 0.0311783 | Time: 7554.71 ms [2022-01-15 01:13:50 main:574] : INFO : Epoch 1761 | loss: 0.0311645 | val_loss: 0.0311836 | Time: 7952.83 ms [2022-01-15 01:13:58 main:574] : INFO : Epoch 1762 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 7858.69 ms [2022-01-15 01:14:06 main:574] : INFO : Epoch 1763 | loss: 0.0311652 | val_loss: 0.0311764 | Time: 7626.71 ms [2022-01-15 01:14:14 main:574] : INFO : Epoch 1764 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 7874.71 ms [2022-01-15 01:14:21 main:574] : INFO : Epoch 1765 | loss: 0.0311705 | val_loss: 0.0311826 | Time: 7793.88 ms [2022-01-15 01:14:29 main:574] : INFO : Epoch 1766 | loss: 0.0311698 | val_loss: 0.031178 | Time: 7807.04 ms [2022-01-15 01:14:37 main:574] : INFO : Epoch 1767 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 7974.67 ms [2022-01-15 01:14:44 main:574] : INFO : Epoch 1768 | loss: 0.0311668 | val_loss: 0.0311802 | Time: 7254.9 ms [2022-01-15 01:14:52 main:574] : INFO : Epoch 1769 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 7991.37 ms [2022-01-15 01:15:00 main:574] : INFO : Epoch 1770 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 7694.89 ms [2022-01-15 01:15:08 main:574] : INFO : Epoch 1771 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 8200.2 ms [2022-01-15 01:15:16 main:574] : INFO : Epoch 1772 | loss: 0.0311652 | val_loss: 0.0311798 | Time: 7966.29 ms [2022-01-15 01:15:24 main:574] : INFO : Epoch 1773 | loss: 0.0311646 | val_loss: 0.0311781 | Time: 7557.52 ms [2022-01-15 01:15:32 main:574] : INFO : Epoch 1774 | loss: 0.0311667 | val_loss: 0.0311833 | Time: 8227.94 ms [2022-01-15 01:15:41 main:574] : INFO : Epoch 1775 | loss: 0.0311683 | val_loss: 0.031184 | Time: 8581.56 ms [2022-01-15 01:15:49 main:574] : INFO : Epoch 1776 | loss: 0.0311658 | val_loss: 0.0311791 | Time: 7843.09 ms [2022-01-15 01:15:56 main:574] : INFO : Epoch 1777 | loss: 0.0311647 | val_loss: 0.0311804 | Time: 7716.17 ms [2022-01-15 01:16:04 main:574] : INFO : Epoch 1778 | loss: 0.0311629 | val_loss: 0.0311788 | Time: 7431.48 ms [2022-01-15 01:16:12 main:574] : INFO : Epoch 1779 | loss: 0.0311623 | val_loss: 0.0311826 | Time: 8010.45 ms [2022-01-15 01:16:20 main:574] : INFO : Epoch 1780 | loss: 0.0311639 | val_loss: 0.031177 | Time: 7746.18 ms [2022-01-15 01:16:27 main:574] : INFO : Epoch 1781 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 7449.39 ms [2022-01-15 01:16:36 main:574] : INFO : Epoch 1782 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 8441.21 ms [2022-01-15 01:16:43 main:574] : INFO : Epoch 1783 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 7601.67 ms [2022-01-15 01:16:51 main:574] : INFO : Epoch 1784 | loss: 0.031163 | val_loss: 0.0311762 | Time: 8250.06 ms [2022-01-15 01:17:00 main:574] : INFO : Epoch 1785 | loss: 0.0311624 | val_loss: 0.0311783 | Time: 8296.8 ms [2022-01-15 01:17:08 main:574] : INFO : Epoch 1786 | loss: 0.031162 | val_loss: 0.0311774 | Time: 8016.59 ms [2022-01-15 01:17:16 main:574] : INFO : Epoch 1787 | loss: 0.0311612 | val_loss: 0.0311822 | Time: 8151.65 ms [2022-01-15 01:17:24 main:574] : INFO : Epoch 1788 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 8105.53 ms [2022-01-15 01:17:33 main:574] : INFO : Epoch 1789 | loss: 0.0311628 | val_loss: 0.0311798 | Time: 8417.46 ms [2022-01-15 01:17:40 main:574] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 7822.03 ms [2022-01-15 01:17:48 main:574] : INFO : Epoch 1791 | loss: 0.0311606 | val_loss: 0.031183 | Time: 8057.37 ms [2022-01-15 01:17:57 main:574] : INFO : Epoch 1792 | loss: 0.0311645 | val_loss: 0.0311773 | Time: 8271.56 ms [2022-01-15 01:18:05 main:574] : INFO : Epoch 1793 | loss: 0.0311622 | val_loss: 0.0311792 | Time: 7801.31 ms [2022-01-15 01:18:13 main:574] : INFO : Epoch 1794 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 8748.15 ms [2022-01-15 01:18:22 main:574] : INFO : Epoch 1795 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 8362.45 ms [2022-01-15 01:18:30 main:574] : INFO : Epoch 1796 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 8094.05 ms [2022-01-15 01:18:38 main:574] : INFO : Epoch 1797 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 7933.65 ms [2022-01-15 01:18:46 main:574] : INFO : Epoch 1798 | loss: 0.0311678 | val_loss: 0.0311799 | Time: 7786.87 ms [2022-01-15 01:18:54 main:574] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.0311827 | Time: 8066.49 ms [2022-01-15 01:19:01 main:574] : INFO : Epoch 1800 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 7252.78 ms [2022-01-15 01:19:10 main:574] : INFO : Epoch 1801 | loss: 0.0311629 | val_loss: 0.0311749 | Time: 8756.44 ms [2022-01-15 01:19:17 main:574] : INFO : Epoch 1802 | loss: 0.0311622 | val_loss: 0.0311754 | Time: 7782.52 ms [2022-01-15 01:19:25 main:574] : INFO : Epoch 1803 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 7318.33 ms [2022-01-15 01:19:33 main:574] : INFO : Epoch 1804 | loss: 0.031162 | val_loss: 0.0311761 | Time: 8038.64 ms [2022-01-15 01:19:40 main:574] : INFO : Epoch 1805 | loss: 0.0311646 | val_loss: 0.0311814 | Time: 7583.09 ms [2022-01-15 01:19:48 main:574] : INFO : Epoch 1806 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 8072.59 ms [2022-01-15 01:19:56 main:574] : INFO : Epoch 1807 | loss: 0.0311654 | val_loss: 0.0311788 | Time: 7519.14 ms [2022-01-15 01:20:04 main:574] : INFO : Epoch 1808 | loss: 0.031163 | val_loss: 0.0311811 | Time: 7613.79 ms [2022-01-15 01:20:12 main:574] : INFO : Epoch 1809 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 8424.72 ms [2022-01-15 01:20:20 main:574] : INFO : Epoch 1810 | loss: 0.0311604 | val_loss: 0.0311791 | Time: 8359.81 ms [2022-01-15 01:20:28 main:574] : INFO : Epoch 1811 | loss: 0.0311612 | val_loss: 0.0311899 | Time: 7722.89 ms [2022-01-15 01:20:36 main:574] : INFO : Epoch 1812 | loss: 0.0311642 | val_loss: 0.0311825 | Time: 7645.23 ms [2022-01-15 01:20:43 main:574] : INFO : Epoch 1813 | loss: 0.031162 | val_loss: 0.0311785 | Time: 7470.82 ms [2022-01-15 01:20:52 main:574] : INFO : Epoch 1814 | loss: 0.0311596 | val_loss: 0.0311795 | Time: 8263.06 ms [2022-01-15 01:21:01 main:574] : INFO : Epoch 1815 | loss: 0.0311587 | val_loss: 0.031177 | Time: 8856.85 ms [2022-01-15 01:21:09 main:574] : INFO : Epoch 1816 | loss: 0.0311591 | val_loss: 0.0311794 | Time: 8286.83 ms [2022-01-15 01:21:17 main:574] : INFO : Epoch 1817 | loss: 0.031161 | val_loss: 0.0311797 | Time: 8170.64 ms [2022-01-15 01:21:25 main:574] : INFO : Epoch 1818 | loss: 0.0311595 | val_loss: 0.0311799 | Time: 7591.75 ms [2022-01-15 01:21:33 main:574] : INFO : Epoch 1819 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 8047.9 ms [2022-01-15 01:21:40 main:574] : INFO : Epoch 1820 | loss: 0.0311618 | val_loss: 0.031175 | Time: 7718.5 ms [2022-01-15 01:21:48 main:574] : INFO : Epoch 1821 | loss: 0.0311612 | val_loss: 0.031182 | Time: 7931.31 ms [2022-01-15 01:21:56 main:574] : INFO : Epoch 1822 | loss: 0.0311605 | val_loss: 0.0311774 | Time: 8037.32 ms [2022-01-15 01:22:05 main:574] : INFO : Epoch 1823 | loss: 0.0311606 | val_loss: 0.0311811 | Time: 8364.87 ms [2022-01-15 01:22:15 main:574] : INFO : Epoch 1824 | loss: 0.031159 | val_loss: 0.031178 | Time: 9705.44 ms [2022-01-15 01:22:22 main:574] : INFO : Epoch 1825 | loss: 0.0311615 | val_loss: 0.031185 | Time: 7893.74 ms [2022-01-15 01:22:31 main:574] : INFO : Epoch 1826 | loss: 0.0311627 | val_loss: 0.0311805 | Time: 8414.63 ms [2022-01-15 01:22:39 main:574] : INFO : Epoch 1827 | loss: 0.0311607 | val_loss: 0.0311811 | Time: 8285.13 ms [2022-01-15 01:22:47 main:574] : INFO : Epoch 1828 | loss: 0.0311597 | val_loss: 0.0311773 | Time: 7773.3 ms [2022-01-15 01:22:55 main:574] : INFO : Epoch 1829 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 8177.06 ms [2022-01-15 01:23:03 main:574] : INFO : Epoch 1830 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 7747.19 ms [2022-01-15 01:23:11 main:574] : INFO : Epoch 1831 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 8345.11 ms [2022-01-15 01:23:20 main:574] : INFO : Epoch 1832 | loss: 0.03116 | val_loss: 0.031176 | Time: 8372.15 ms [2022-01-15 01:23:27 main:574] : INFO : Epoch 1833 | loss: 0.031161 | val_loss: 0.0311802 | Time: 7666.38 ms [2022-01-15 01:23:36 main:574] : INFO : Epoch 1834 | loss: 0.031161 | val_loss: 0.031176 | Time: 8274.47 ms [2022-01-15 01:23:43 main:574] : INFO : Epoch 1835 | loss: 0.031159 | val_loss: 0.0311762 | Time: 7620.07 ms [2022-01-15 01:23:52 main:574] : INFO : Epoch 1836 | loss: 0.0311595 | val_loss: 0.0311774 | Time: 8390.06 ms [2022-01-15 01:24:00 main:574] : INFO : Epoch 1837 | loss: 0.0311602 | val_loss: 0.031186 | Time: 8235.91 ms [2022-01-15 01:24:08 main:574] : INFO : Epoch 1838 | loss: 0.0311591 | val_loss: 0.0311765 | Time: 7833.78 ms [2022-01-15 01:24:16 main:574] : INFO : Epoch 1839 | loss: 0.0311597 | val_loss: 0.0311785 | Time: 8233.45 ms [2022-01-15 01:24:24 main:574] : INFO : Epoch 1840 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 7809.16 ms [2022-01-15 01:24:32 main:574] : INFO : Epoch 1841 | loss: 0.0311599 | val_loss: 0.0311773 | Time: 8258.08 ms [2022-01-15 01:24:40 main:574] : INFO : Epoch 1842 | loss: 0.0311592 | val_loss: 0.0311782 | Time: 8020.6 ms [2022-01-15 01:24:48 main:574] : INFO : Epoch 1843 | loss: 0.0311583 | val_loss: 0.0311778 | Time: 7908.89 ms [2022-01-15 01:24:56 main:574] : INFO : Epoch 1844 | loss: 0.0311588 | val_loss: 0.0311765 | Time: 8011.55 ms [2022-01-15 01:25:03 main:574] : INFO : Epoch 1845 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 7146.52 ms [2022-01-15 01:25:11 main:574] : INFO : Epoch 1846 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 7761.9 ms [2022-01-15 01:25:19 main:574] : INFO : Epoch 1847 | loss: 0.0311607 | val_loss: 0.03118 | Time: 7563.7 ms [2022-01-15 01:25:26 main:574] : INFO : Epoch 1848 | loss: 0.031161 | val_loss: 0.0311782 | Time: 7215.32 ms [2022-01-15 01:25:33 main:574] : INFO : Epoch 1849 | loss: 0.0311582 | val_loss: 0.0311769 | Time: 7411.4 ms [2022-01-15 01:25:40 main:574] : INFO : Epoch 1850 | loss: 0.0311567 | val_loss: 0.0311791 | Time: 7229.8 ms [2022-01-15 01:25:48 main:574] : INFO : Epoch 1851 | loss: 0.0311584 | val_loss: 0.0311787 | Time: 7288.34 ms [2022-01-15 01:25:55 main:574] : INFO : Epoch 1852 | loss: 0.0311576 | val_loss: 0.0311758 | Time: 7558.94 ms [2022-01-15 01:26:02 main:574] : INFO : Epoch 1853 | loss: 0.0311567 | val_loss: 0.0311764 | Time: 6347.19 ms [2022-01-15 01:26:08 main:574] : INFO : Epoch 1854 | loss: 0.0311662 | val_loss: 0.0311798 | Time: 6359.27 ms [2022-01-15 01:26:14 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 6157.45 ms [2022-01-15 01:26:20 main:574] : INFO : Epoch 1856 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 6039.46 ms [2022-01-15 01:26:26 main:574] : INFO : Epoch 1857 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 6050.66 ms [2022-01-15 01:26:32 main:574] : INFO : Epoch 1858 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 6039.85 ms [2022-01-15 01:26:39 main:574] : INFO : Epoch 1859 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 6332.29 ms [2022-01-15 01:26:45 main:574] : INFO : Epoch 1860 | loss: 0.0311625 | val_loss: 0.0311815 | Time: 6359.33 ms [2022-01-15 01:26:51 main:574] : INFO : Epoch 1861 | loss: 0.0311626 | val_loss: 0.0311744 | Time: 6256.65 ms [2022-01-15 01:26:57 main:574] : INFO : Epoch 1862 | loss: 0.0311611 | val_loss: 0.0311773 | Time: 5787.43 ms [2022-01-15 01:27:03 main:574] : INFO : Epoch 1863 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 5702.84 ms [2022-01-15 01:27:09 main:574] : INFO : Epoch 1864 | loss: 0.031162 | val_loss: 0.0311802 | Time: 5722.82 ms [2022-01-15 01:27:14 main:574] : INFO : Epoch 1865 | loss: 0.0311658 | val_loss: 0.0311791 | Time: 5698.46 ms [2022-01-15 01:27:22 main:574] : INFO : Epoch 1866 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 7141.08 ms [2022-01-15 01:27:28 main:574] : INFO : Epoch 1867 | loss: 0.0311692 | val_loss: 0.0311805 | Time: 6884.94 ms [2022-01-15 01:27:35 main:574] : INFO : Epoch 1868 | loss: 0.03117 | val_loss: 0.0311807 | Time: 6159.51 ms [2022-01-15 01:27:41 main:574] : INFO : Epoch 1869 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 6155.04 ms [2022-01-15 01:27:47 main:574] : INFO : Epoch 1870 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 6104.95 ms [2022-01-15 01:27:53 main:574] : INFO : Epoch 1871 | loss: 0.0311866 | val_loss: 0.0311856 | Time: 6312.11 ms [2022-01-15 01:28:00 main:574] : INFO : Epoch 1872 | loss: 0.0311823 | val_loss: 0.0311836 | Time: 6369.18 ms [2022-01-15 01:28:06 main:574] : INFO : Epoch 1873 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 6187.17 ms [2022-01-15 01:28:12 main:574] : INFO : Epoch 1874 | loss: 0.03118 | val_loss: 0.0311862 | Time: 6197.14 ms [2022-01-15 01:28:18 main:574] : INFO : Epoch 1875 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 6380.06 ms [2022-01-15 01:28:25 main:574] : INFO : Epoch 1876 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 6248.83 ms [2022-01-15 01:28:31 main:574] : INFO : Epoch 1877 | loss: 0.0311783 | val_loss: 0.031179 | Time: 6150.94 ms [2022-01-15 01:28:37 main:574] : INFO : Epoch 1878 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 5698.83 ms [2022-01-15 01:28:42 main:574] : INFO : Epoch 1879 | loss: 0.031177 | val_loss: 0.0311801 | Time: 5705.09 ms [2022-01-15 01:28:48 main:574] : INFO : Epoch 1880 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 5745.33 ms [2022-01-15 01:28:54 main:574] : INFO : Epoch 1881 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 5768.92 ms [2022-01-15 01:29:00 main:574] : INFO : Epoch 1882 | loss: 0.0311749 | val_loss: 0.031179 | Time: 5734.7 ms [2022-01-15 01:29:05 main:574] : INFO : Epoch 1883 | loss: 0.031174 | val_loss: 0.0311784 | Time: 5413.64 ms [2022-01-15 01:29:11 main:574] : INFO : Epoch 1884 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 5856.27 ms [2022-01-15 01:29:17 main:574] : INFO : Epoch 1885 | loss: 0.0311735 | val_loss: 0.0311781 | Time: 5663.81 ms [2022-01-15 01:29:22 main:574] : INFO : Epoch 1886 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 5678.29 ms [2022-01-15 01:29:28 main:574] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 5727.06 ms [2022-01-15 01:29:33 main:574] : INFO : Epoch 1888 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 5462.57 ms [2022-01-15 01:29:39 main:574] : INFO : Epoch 1889 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 5594.09 ms [2022-01-15 01:29:45 main:574] : INFO : Epoch 1890 | loss: 0.0311711 | val_loss: 0.031177 | Time: 5750.16 ms [2022-01-15 01:29:50 main:574] : INFO : Epoch 1891 | loss: 0.0311715 | val_loss: 0.031177 | Time: 5574.71 ms [2022-01-15 01:29:56 main:574] : INFO : Epoch 1892 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 5602.76 ms [2022-01-15 01:30:02 main:574] : INFO : Epoch 1893 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 5530.47 ms [2022-01-15 01:30:07 main:574] : INFO : Epoch 1894 | loss: 0.031173 | val_loss: 0.0311767 | Time: 5832.84 ms [2022-01-15 01:30:13 main:574] : INFO : Epoch 1895 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 5370.05 ms [2022-01-15 01:30:18 main:574] : INFO : Epoch 1896 | loss: 0.0311715 | val_loss: 0.031176 | Time: 5702 ms [2022-01-15 01:30:24 main:574] : INFO : Epoch 1897 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 5747.15 ms [2022-01-15 01:30:30 main:574] : INFO : Epoch 1898 | loss: 0.031171 | val_loss: 0.031176 | Time: 5810.03 ms [2022-01-15 01:30:36 main:574] : INFO : Epoch 1899 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 5576.66 ms [2022-01-15 01:30:41 main:574] : INFO : Epoch 1900 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 5505.8 ms [2022-01-15 01:30:47 main:574] : INFO : Epoch 1901 | loss: 0.0311718 | val_loss: 0.0311806 | Time: 5453.94 ms [2022-01-15 01:30:52 main:574] : INFO : Epoch 1902 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 5651.9 ms [2022-01-15 01:30:58 main:574] : INFO : Epoch 1903 | loss: 0.0311751 | val_loss: 0.031182 | Time: 5960.08 ms [2022-01-15 01:31:04 main:574] : INFO : Epoch 1904 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 5787.11 ms [2022-01-15 01:31:10 main:574] : INFO : Epoch 1905 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 5535.23 ms [2022-01-15 01:31:15 main:574] : INFO : Epoch 1906 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 5795.22 ms [2022-01-15 01:31:21 main:574] : INFO : Epoch 1907 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 5453.79 ms [2022-01-15 01:31:27 main:574] : INFO : Epoch 1908 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 5709.78 ms [2022-01-15 01:31:32 main:574] : INFO : Epoch 1909 | loss: 0.031171 | val_loss: 0.0311785 | Time: 5643.85 ms [2022-01-15 01:31:38 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 6006.27 ms [2022-01-15 01:31:45 main:574] : INFO : Epoch 1911 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 6221.19 ms [2022-01-15 01:31:50 main:574] : INFO : Epoch 1912 | loss: 0.0311729 | val_loss: 0.031177 | Time: 5688.52 ms [2022-01-15 01:31:56 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 5547.45 ms [2022-01-15 01:32:01 main:574] : INFO : Epoch 1914 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 5423.89 ms [2022-01-15 01:32:07 main:574] : INFO : Epoch 1915 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 5544.6 ms [2022-01-15 01:32:12 main:574] : INFO : Epoch 1916 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 5652.3 ms [2022-01-15 01:32:18 main:574] : INFO : Epoch 1917 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 5505.12 ms [2022-01-15 01:32:24 main:574] : INFO : Epoch 1918 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 5552.15 ms [2022-01-15 01:32:29 main:574] : INFO : Epoch 1919 | loss: 0.0311698 | val_loss: 0.031177 | Time: 5765.14 ms [2022-01-15 01:32:35 main:574] : INFO : Epoch 1920 | loss: 0.0311697 | val_loss: 0.0311801 | Time: 5747.72 ms [2022-01-15 01:32:41 main:574] : INFO : Epoch 1921 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 5546.98 ms [2022-01-15 01:32:46 main:574] : INFO : Epoch 1922 | loss: 0.0311688 | val_loss: 0.031179 | Time: 5495.85 ms [2022-01-15 01:32:52 main:574] : INFO : Epoch 1923 | loss: 0.0311682 | val_loss: 0.0311818 | Time: 5758.07 ms [2022-01-15 01:32:58 main:574] : INFO : Epoch 1924 | loss: 0.0311686 | val_loss: 0.03118 | Time: 5915.29 ms [2022-01-15 01:33:04 main:574] : INFO : Epoch 1925 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 5680.7 ms [2022-01-15 01:33:09 main:574] : INFO : Epoch 1926 | loss: 0.0311675 | val_loss: 0.0311798 | Time: 5519.86 ms [2022-01-15 01:33:15 main:574] : INFO : Epoch 1927 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 5595.36 ms [2022-01-15 01:33:20 main:574] : INFO : Epoch 1928 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 5501.55 ms [2022-01-15 01:33:26 main:574] : INFO : Epoch 1929 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 5714.95 ms [2022-01-15 01:33:31 main:574] : INFO : Epoch 1930 | loss: 0.0311665 | val_loss: 0.0311793 | Time: 5450.23 ms [2022-01-15 01:33:37 main:574] : INFO : Epoch 1931 | loss: 0.0311674 | val_loss: 0.0311829 | Time: 5549.98 ms [2022-01-15 01:33:43 main:574] : INFO : Epoch 1932 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 5714.78 ms [2022-01-15 01:33:48 main:574] : INFO : Epoch 1933 | loss: 0.0311658 | val_loss: 0.0311812 | Time: 5548.52 ms [2022-01-15 01:33:54 main:574] : INFO : Epoch 1934 | loss: 0.0311664 | val_loss: 0.0311802 | Time: 5377.42 ms [2022-01-15 01:33:59 main:574] : INFO : Epoch 1935 | loss: 0.0311694 | val_loss: 0.031181 | Time: 5578.89 ms [2022-01-15 01:34:05 main:574] : INFO : Epoch 1936 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 5328.68 ms [2022-01-15 01:34:10 main:574] : INFO : Epoch 1937 | loss: 0.0311681 | val_loss: 0.0311796 | Time: 5487.73 ms [2022-01-15 01:34:16 main:574] : INFO : Epoch 1938 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 5787.6 ms [2022-01-15 01:34:22 main:574] : INFO : Epoch 1939 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 5621.54 ms [2022-01-15 01:34:27 main:574] : INFO : Epoch 1940 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 5604.85 ms [2022-01-15 01:34:33 main:574] : INFO : Epoch 1941 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 5794.87 ms [2022-01-15 01:34:39 main:574] : INFO : Epoch 1942 | loss: 0.0311672 | val_loss: 0.0311795 | Time: 5749.92 ms [2022-01-15 01:34:45 main:574] : INFO : Epoch 1943 | loss: 0.031167 | val_loss: 0.031179 | Time: 6244.73 ms [2022-01-15 01:34:51 main:574] : INFO : Epoch 1944 | loss: 0.031166 | val_loss: 0.0311795 | Time: 6287.14 ms [2022-01-15 01:34:57 main:574] : INFO : Epoch 1945 | loss: 0.0311657 | val_loss: 0.0311794 | Time: 5639.79 ms [2022-01-15 01:35:03 main:574] : INFO : Epoch 1946 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 5599.53 ms [2022-01-15 01:35:08 main:574] : INFO : Epoch 1947 | loss: 0.0311654 | val_loss: 0.0311805 | Time: 5759.68 ms [2022-01-15 01:35:14 main:574] : INFO : Epoch 1948 | loss: 0.0311678 | val_loss: 0.0311778 | Time: 5651.07 ms [2022-01-15 01:35:20 main:574] : INFO : Epoch 1949 | loss: 0.0311682 | val_loss: 0.031178 | Time: 5745.8 ms [2022-01-15 01:35:26 main:574] : INFO : Epoch 1950 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 5778.79 ms [2022-01-15 01:35:31 main:574] : INFO : Epoch 1951 | loss: 0.0311666 | val_loss: 0.0311884 | Time: 5516.47 ms [2022-01-15 01:35:37 main:574] : INFO : Epoch 1952 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 5528.13 ms [2022-01-15 01:35:42 main:574] : INFO : Epoch 1953 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 5494.24 ms [2022-01-15 01:35:48 main:574] : INFO : Epoch 1954 | loss: 0.0311708 | val_loss: 0.0311806 | Time: 5648.96 ms [2022-01-15 01:35:53 main:574] : INFO : Epoch 1955 | loss: 0.031171 | val_loss: 0.0311824 | Time: 5617.8 ms [2022-01-15 01:35:59 main:574] : INFO : Epoch 1956 | loss: 0.0311713 | val_loss: 0.0311819 | Time: 5482.49 ms [2022-01-15 01:36:04 main:574] : INFO : Epoch 1957 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 5597.28 ms [2022-01-15 01:36:10 main:574] : INFO : Epoch 1958 | loss: 0.031168 | val_loss: 0.0311802 | Time: 5594.67 ms [2022-01-15 01:36:16 main:574] : INFO : Epoch 1959 | loss: 0.0311683 | val_loss: 0.0311839 | Time: 5525.05 ms [2022-01-15 01:36:21 main:574] : INFO : Epoch 1960 | loss: 0.031168 | val_loss: 0.0311799 | Time: 5596.6 ms [2022-01-15 01:36:27 main:574] : INFO : Epoch 1961 | loss: 0.0311662 | val_loss: 0.0311809 | Time: 5625.81 ms [2022-01-15 01:36:33 main:574] : INFO : Epoch 1962 | loss: 0.031168 | val_loss: 0.0311835 | Time: 5771.45 ms [2022-01-15 01:36:38 main:574] : INFO : Epoch 1963 | loss: 0.0311696 | val_loss: 0.0311801 | Time: 5454.37 ms [2022-01-15 01:36:44 main:574] : INFO : Epoch 1964 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 5575.23 ms [2022-01-15 01:36:49 main:574] : INFO : Epoch 1965 | loss: 0.0311664 | val_loss: 0.0311817 | Time: 5757.48 ms [2022-01-15 01:36:55 main:574] : INFO : Epoch 1966 | loss: 0.0311663 | val_loss: 0.0311819 | Time: 5853.66 ms [2022-01-15 01:37:02 main:574] : INFO : Epoch 1967 | loss: 0.0311655 | val_loss: 0.0311803 | Time: 6583.57 ms [2022-01-15 01:37:08 main:574] : INFO : Epoch 1968 | loss: 0.0311646 | val_loss: 0.0311824 | Time: 6260.21 ms [2022-01-15 01:37:14 main:574] : INFO : Epoch 1969 | loss: 0.0311644 | val_loss: 0.0311815 | Time: 5950.35 ms [2022-01-15 01:37:20 main:574] : INFO : Epoch 1970 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 5642.31 ms [2022-01-15 01:37:25 main:574] : INFO : Epoch 1971 | loss: 0.0311647 | val_loss: 0.0311806 | Time: 4984.76 ms [2022-01-15 01:37:30 main:574] : INFO : Epoch 1972 | loss: 0.031163 | val_loss: 0.0311805 | Time: 4993.82 ms [2022-01-15 01:37:35 main:574] : INFO : Epoch 1973 | loss: 0.0311637 | val_loss: 0.0311827 | Time: 5083.47 ms [2022-01-15 01:37:40 main:574] : INFO : Epoch 1974 | loss: 0.0311645 | val_loss: 0.0311817 | Time: 5155.79 ms [2022-01-15 01:37:46 main:574] : INFO : Epoch 1975 | loss: 0.0311641 | val_loss: 0.031181 | Time: 6133.23 ms [2022-01-15 01:37:52 main:574] : INFO : Epoch 1976 | loss: 0.0311627 | val_loss: 0.0311793 | Time: 5502.09 ms [2022-01-15 01:37:57 main:574] : INFO : Epoch 1977 | loss: 0.0311637 | val_loss: 0.0311809 | Time: 4939.22 ms [2022-01-15 01:38:02 main:574] : INFO : Epoch 1978 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 5230.72 ms [2022-01-15 01:38:07 main:574] : INFO : Epoch 1979 | loss: 0.0311622 | val_loss: 0.0311788 | Time: 5403.18 ms [2022-01-15 01:38:14 main:574] : INFO : Epoch 1980 | loss: 0.0311629 | val_loss: 0.0311791 | Time: 6815.02 ms [2022-01-15 01:38:21 main:574] : INFO : Epoch 1981 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 6339.62 ms [2022-01-15 01:38:27 main:574] : INFO : Epoch 1982 | loss: 0.0311623 | val_loss: 0.0311777 | Time: 6665.88 ms [2022-01-15 01:38:34 main:574] : INFO : Epoch 1983 | loss: 0.0311615 | val_loss: 0.031181 | Time: 6558.11 ms [2022-01-15 01:38:40 main:574] : INFO : Epoch 1984 | loss: 0.0311624 | val_loss: 0.0311789 | Time: 6574.56 ms [2022-01-15 01:38:47 main:574] : INFO : Epoch 1985 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 6742.1 ms [2022-01-15 01:38:53 main:574] : INFO : Epoch 1986 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 6282.21 ms [2022-01-15 01:38:59 main:574] : INFO : Epoch 1987 | loss: 0.0311624 | val_loss: 0.031184 | Time: 5703.49 ms [2022-01-15 01:39:05 main:574] : INFO : Epoch 1988 | loss: 0.0311622 | val_loss: 0.0311809 | Time: 5564.37 ms [2022-01-15 01:39:10 main:574] : INFO : Epoch 1989 | loss: 0.0311618 | val_loss: 0.0311829 | Time: 5489.85 ms [2022-01-15 01:39:16 main:574] : INFO : Epoch 1990 | loss: 0.0311612 | val_loss: 0.0311823 | Time: 5583.52 ms [2022-01-15 01:39:21 main:574] : INFO : Epoch 1991 | loss: 0.0311607 | val_loss: 0.0311797 | Time: 5620.48 ms [2022-01-15 01:39:28 main:574] : INFO : Epoch 1992 | loss: 0.0311616 | val_loss: 0.0311801 | Time: 6116.95 ms [2022-01-15 01:39:33 main:574] : INFO : Epoch 1993 | loss: 0.0311617 | val_loss: 0.0311805 | Time: 5638.81 ms [2022-01-15 01:39:39 main:574] : INFO : Epoch 1994 | loss: 0.0311614 | val_loss: 0.0311819 | Time: 5502.44 ms [2022-01-15 01:39:44 main:574] : INFO : Epoch 1995 | loss: 0.031162 | val_loss: 0.0311806 | Time: 5488.9 ms [2022-01-15 01:39:50 main:574] : INFO : Epoch 1996 | loss: 0.0311632 | val_loss: 0.0311841 | Time: 5610.41 ms [2022-01-15 01:39:56 main:574] : INFO : Epoch 1997 | loss: 0.0311623 | val_loss: 0.0311819 | Time: 5595.72 ms [2022-01-15 01:40:01 main:574] : INFO : Epoch 1998 | loss: 0.0311608 | val_loss: 0.0311785 | Time: 5555.28 ms [2022-01-15 01:40:07 main:574] : INFO : Epoch 1999 | loss: 0.0311612 | val_loss: 0.0311787 | Time: 5504.89 ms [2022-01-15 01:40:12 main:574] : INFO : Epoch 2000 | loss: 0.031163 | val_loss: 0.0311995 | Time: 5454.1 ms [2022-01-15 01:40:17 main:574] : INFO : Epoch 2001 | loss: 0.0311684 | val_loss: 0.0311922 | Time: 5254.5 ms [2022-01-15 01:40:22 main:574] : INFO : Epoch 2002 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 4908.83 ms [2022-01-15 01:40:27 main:574] : INFO : Epoch 2003 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 4967.94 ms [2022-01-15 01:40:32 main:574] : INFO : Epoch 2004 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 5091.87 ms [2022-01-15 01:40:38 main:574] : INFO : Epoch 2005 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 5410.59 ms [2022-01-15 01:40:43 main:574] : INFO : Epoch 2006 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 5504.4 ms [2022-01-15 01:40:49 main:574] : INFO : Epoch 2007 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 5549.79 ms [2022-01-15 01:40:54 main:574] : INFO : Epoch 2008 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 5232.75 ms [2022-01-15 01:40:59 main:574] : INFO : Epoch 2009 | loss: 0.0311766 | val_loss: 0.031186 | Time: 5250.99 ms [2022-01-15 01:41:04 main:574] : INFO : Epoch 2010 | loss: 0.0311763 | val_loss: 0.031183 | Time: 4965.91 ms [2022-01-15 01:41:10 main:574] : INFO : Epoch 2011 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 5293.01 ms [2022-01-15 01:41:16 main:574] : INFO : Epoch 2012 | loss: 0.031176 | val_loss: 0.0311811 | Time: 6567.25 ms [2022-01-15 01:41:23 main:574] : INFO : Epoch 2013 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 6302.78 ms [2022-01-15 01:41:28 main:574] : INFO : Epoch 2014 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 5169.61 ms [2022-01-15 01:41:33 main:574] : INFO : Epoch 2015 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 5744.91 ms [2022-01-15 01:41:40 main:574] : INFO : Epoch 2016 | loss: 0.0311765 | val_loss: 0.0311846 | Time: 6125.39 ms [2022-01-15 01:41:45 main:574] : INFO : Epoch 2017 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 5161.25 ms [2022-01-15 01:41:50 main:574] : INFO : Epoch 2018 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 5015.91 ms [2022-01-15 01:41:55 main:574] : INFO : Epoch 2019 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 5154.79 ms [2022-01-15 01:42:00 main:574] : INFO : Epoch 2020 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 5335.24 ms [2022-01-15 01:42:05 main:574] : INFO : Epoch 2021 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 4984.32 ms [2022-01-15 01:42:11 main:574] : INFO : Epoch 2022 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 5817.58 ms [2022-01-15 01:42:16 main:574] : INFO : Epoch 2023 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 5117.15 ms [2022-01-15 01:42:21 main:574] : INFO : Epoch 2024 | loss: 0.0311728 | val_loss: 0.0311875 | Time: 5074.11 ms [2022-01-15 01:42:27 main:574] : INFO : Epoch 2025 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 5117.37 ms [2022-01-15 01:42:32 main:574] : INFO : Epoch 2026 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 5217.97 ms [2022-01-15 01:42:37 main:574] : INFO : Epoch 2027 | loss: 0.0311707 | val_loss: 0.0311851 | Time: 4939.21 ms [2022-01-15 01:42:42 main:574] : INFO : Epoch 2028 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 4814.3 ms [2022-01-15 01:42:47 main:574] : INFO : Epoch 2029 | loss: 0.0311711 | val_loss: 0.031183 | Time: 5097.11 ms [2022-01-15 01:42:52 main:574] : INFO : Epoch 2030 | loss: 0.0311704 | val_loss: 0.0311852 | Time: 5127.14 ms [2022-01-15 01:42:57 main:574] : INFO : Epoch 2031 | loss: 0.0311698 | val_loss: 0.0311824 | Time: 5461.62 ms [2022-01-15 01:43:02 main:574] : INFO : Epoch 2032 | loss: 0.0311692 | val_loss: 0.0311852 | Time: 4917.75 ms [2022-01-15 01:43:08 main:574] : INFO : Epoch 2033 | loss: 0.0311696 | val_loss: 0.0311871 | Time: 6123.98 ms [2022-01-15 01:43:14 main:574] : INFO : Epoch 2034 | loss: 0.0311694 | val_loss: 0.0311847 | Time: 5592.49 ms [2022-01-15 01:43:19 main:574] : INFO : Epoch 2035 | loss: 0.0311686 | val_loss: 0.031185 | Time: 4985.32 ms [2022-01-15 01:43:24 main:574] : INFO : Epoch 2036 | loss: 0.0311685 | val_loss: 0.031185 | Time: 5129.19 ms [2022-01-15 01:43:29 main:574] : INFO : Epoch 2037 | loss: 0.0311677 | val_loss: 0.0311857 | Time: 4978.72 ms [2022-01-15 01:43:35 main:574] : INFO : Epoch 2038 | loss: 0.0311679 | val_loss: 0.0311829 | Time: 5653.38 ms [2022-01-15 01:43:41 main:574] : INFO : Epoch 2039 | loss: 0.0311673 | val_loss: 0.0311841 | Time: 6436.11 ms [2022-01-15 01:43:48 main:574] : INFO : Epoch 2040 | loss: 0.0311678 | val_loss: 0.031186 | Time: 6404.77 ms [2022-01-15 01:43:54 main:574] : INFO : Epoch 2041 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 6360.41 ms [2022-01-15 01:44:00 main:574] : INFO : Epoch 2042 | loss: 0.0311696 | val_loss: 0.0311872 | Time: 6420.95 ms [2022-01-15 01:44:07 main:574] : INFO : Epoch 2043 | loss: 0.0311689 | val_loss: 0.0311825 | Time: 6333.15 ms [2022-01-15 01:44:13 main:574] : INFO : Epoch 2044 | loss: 0.0311676 | val_loss: 0.0311824 | Time: 6300.63 ms [2022-01-15 01:44:19 main:574] : INFO : Epoch 2045 | loss: 0.0311674 | val_loss: 0.0311848 | Time: 6395.13 ms [2022-01-15 01:44:26 main:574] : INFO : Epoch 2046 | loss: 0.031167 | val_loss: 0.0311878 | Time: 6395.2 ms [2022-01-15 01:44:32 main:574] : INFO : Epoch 2047 | loss: 0.0311668 | val_loss: 0.0311835 | Time: 6451.86 ms [2022-01-15 01:44:39 main:574] : INFO : Epoch 2048 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 6250.25 ms [2022-01-15 01:44:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311828 [2022-01-15 01:44:39 main:603] : INFO : Saving end state to config to file [2022-01-15 01:44:39 main:608] : INFO : Success, exiting.. 01:44:39 (6536): 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)