Task 10209589
| Name | ParityModified-1639948935-10536-1-0_0 |
| Workunit | 7573645 |
| Created | 26 Dec 2021, 15:19:28 UTC |
| Sent | 11 Jan 2022, 18:32:22 UTC |
| Report deadline | 19 Jan 2022, 18:32:22 UTC |
| Received | 12 Jan 2022, 9:31:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 50 sec |
| CPU time | 1 hours 39 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.81 GB |
| Peak swap size | 4.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311846 | val_loss: 0.0311862 | Time: 1571.05 ms [2022-01-12 03:18:03 main:574] : INFO : Epoch 1543 | loss: 0.0311852 | val_loss: 0.0311892 | Time: 1561.77 ms [2022-01-12 03:18:05 main:574] : INFO : Epoch 1544 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 1609.19 ms [2022-01-12 03:18:06 main:574] : INFO : Epoch 1545 | loss: 0.0311861 | val_loss: 0.0311877 | Time: 1604.03 ms [2022-01-12 03:18:08 main:574] : INFO : Epoch 1546 | loss: 0.0311886 | val_loss: 0.031196 | Time: 1608.65 ms [2022-01-12 03:18:09 main:574] : INFO : Epoch 1547 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 1559.11 ms [2022-01-12 03:18:11 main:574] : INFO : Epoch 1548 | loss: 0.0311825 | val_loss: 0.0311876 | Time: 1594.11 ms [2022-01-12 03:18:12 main:574] : INFO : Epoch 1549 | loss: 0.031182 | val_loss: 0.031187 | Time: 1565.26 ms [2022-01-12 03:18:14 main:574] : INFO : Epoch 1550 | loss: 0.0311848 | val_loss: 0.0311909 | Time: 1572.27 ms [2022-01-12 03:18:16 main:574] : INFO : Epoch 1551 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 1535.71 ms [2022-01-12 03:18:17 main:574] : INFO : Epoch 1552 | loss: 0.0311837 | val_loss: 0.031186 | Time: 1547.64 ms [2022-01-12 03:18:19 main:574] : INFO : Epoch 1553 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 1534.11 ms [2022-01-12 03:18:20 main:574] : INFO : Epoch 1554 | loss: 0.0311828 | val_loss: 0.0311867 | Time: 1605.5 ms [2022-01-12 03:18:22 main:574] : INFO : Epoch 1555 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 1590.39 ms [2022-01-12 03:18:23 main:574] : INFO : Epoch 1556 | loss: 0.0311804 | val_loss: 0.0311878 | Time: 1548.42 ms [2022-01-12 03:18:25 main:574] : INFO : Epoch 1557 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 1570.72 ms [2022-01-12 03:18:27 main:574] : INFO : Epoch 1558 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 1594.47 ms [2022-01-12 03:18:28 main:574] : INFO : Epoch 1559 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 1585.25 ms [2022-01-12 03:18:30 main:574] : INFO : Epoch 1560 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 1616.27 ms [2022-01-12 03:18:31 main:574] : INFO : Epoch 1561 | loss: 0.0311816 | val_loss: 0.031186 | Time: 1580.41 ms [2022-01-12 03:18:33 main:574] : INFO : Epoch 1562 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 1562.56 ms [2022-01-12 03:18:35 main:574] : INFO : Epoch 1563 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 1560.93 ms [2022-01-12 03:18:36 main:574] : INFO : Epoch 1564 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 1561.3 ms [2022-01-12 03:18:38 main:574] : INFO : Epoch 1565 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 1596.2 ms [2022-01-12 03:18:39 main:574] : INFO : Epoch 1566 | loss: 0.0311864 | val_loss: 0.0311978 | Time: 1593.78 ms [2022-01-12 03:18:41 main:574] : INFO : Epoch 1567 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 1570.77 ms [2022-01-12 03:18:42 main:574] : INFO : Epoch 1568 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 1530.08 ms [2022-01-12 03:18:44 main:574] : INFO : Epoch 1569 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 1548.15 ms [2022-01-12 03:18:45 main:574] : INFO : Epoch 1570 | loss: 0.031179 | val_loss: 0.0311888 | Time: 1560.62 ms [2022-01-12 03:18:47 main:574] : INFO : Epoch 1571 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 1605.09 ms [2022-01-12 03:18:49 main:574] : INFO : Epoch 1572 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 1534.49 ms [2022-01-12 03:18:50 main:574] : INFO : Epoch 1573 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1573.4 ms [2022-01-12 03:18:52 main:574] : INFO : Epoch 1574 | loss: 0.0311793 | val_loss: 0.0311859 | Time: 1563.32 ms [2022-01-12 03:18:53 main:574] : INFO : Epoch 1575 | loss: 0.0311794 | val_loss: 0.0311908 | Time: 1577.97 ms [2022-01-12 03:18:55 main:574] : INFO : Epoch 1576 | loss: 0.0311795 | val_loss: 0.0311887 | Time: 1535.19 ms [2022-01-12 03:18:56 main:574] : INFO : Epoch 1577 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 1583.77 ms [2022-01-12 03:18:58 main:574] : INFO : Epoch 1578 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 1556.13 ms [2022-01-12 03:19:00 main:574] : INFO : Epoch 1579 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 1488.5 ms [2022-01-12 03:19:01 main:574] : INFO : Epoch 1580 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 1597.1 ms [2022-01-12 03:19:03 main:574] : INFO : Epoch 1581 | loss: 0.0311796 | val_loss: 0.0311909 | Time: 1559.92 ms [2022-01-12 03:19:04 main:574] : INFO : Epoch 1582 | loss: 0.0311789 | val_loss: 0.0311857 | Time: 1558.73 ms [2022-01-12 03:19:06 main:574] : INFO : Epoch 1583 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 1606.18 ms [2022-01-12 03:19:08 main:574] : INFO : Epoch 1584 | loss: 0.0311766 | val_loss: 0.0311875 | Time: 1641.94 ms [2022-01-12 03:19:09 main:574] : INFO : Epoch 1585 | loss: 0.0311786 | val_loss: 0.0311868 | Time: 1571.59 ms [2022-01-12 03:19:11 main:574] : INFO : Epoch 1586 | loss: 0.0311771 | val_loss: 0.0311899 | Time: 1573.44 ms [2022-01-12 03:19:12 main:574] : INFO : Epoch 1587 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 1606.77 ms [2022-01-12 03:19:14 main:574] : INFO : Epoch 1588 | loss: 0.0311776 | val_loss: 0.0311898 | Time: 1533.6 ms [2022-01-12 03:19:15 main:574] : INFO : Epoch 1589 | loss: 0.0311778 | val_loss: 0.031188 | Time: 1578.56 ms [2022-01-12 03:19:17 main:574] : INFO : Epoch 1590 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 1597.17 ms [2022-01-12 03:19:19 main:574] : INFO : Epoch 1591 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 1625.61 ms [2022-01-12 03:19:20 main:574] : INFO : Epoch 1592 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 1619.03 ms [2022-01-12 03:19:22 main:574] : INFO : Epoch 1593 | loss: 0.031178 | val_loss: 0.0311888 | Time: 1582.87 ms [2022-01-12 03:19:23 main:574] : INFO : Epoch 1594 | loss: 0.0311771 | val_loss: 0.031187 | Time: 1590.36 ms [2022-01-12 03:19:25 main:574] : INFO : Epoch 1595 | loss: 0.0311769 | val_loss: 0.0311865 | Time: 1573.78 ms [2022-01-12 03:19:27 main:574] : INFO : Epoch 1596 | loss: 0.0311774 | val_loss: 0.031189 | Time: 1623.58 ms [2022-01-12 03:19:28 main:574] : INFO : Epoch 1597 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 1593.33 ms [2022-01-12 03:19:30 main:574] : INFO : Epoch 1598 | loss: 0.0311775 | val_loss: 0.0311873 | Time: 1578.96 ms [2022-01-12 03:19:31 main:574] : INFO : Epoch 1599 | loss: 0.0311778 | val_loss: 0.0311881 | Time: 1526.54 ms [2022-01-12 03:19:33 main:574] : INFO : Epoch 1600 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 1573.66 ms [2022-01-12 03:19:34 main:574] : INFO : Epoch 1601 | loss: 0.0311784 | val_loss: 0.0311878 | Time: 1544.57 ms [2022-01-12 03:19:36 main:574] : INFO : Epoch 1602 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 1583.74 ms [2022-01-12 03:19:38 main:574] : INFO : Epoch 1603 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 1589.75 ms [2022-01-12 03:19:39 main:574] : INFO : Epoch 1604 | loss: 0.0311766 | val_loss: 0.0311881 | Time: 1597.86 ms [2022-01-12 03:19:41 main:574] : INFO : Epoch 1605 | loss: 0.0311769 | val_loss: 0.0311953 | Time: 1543.69 ms [2022-01-12 03:19:42 main:574] : INFO : Epoch 1606 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 1537.29 ms [2022-01-12 03:19:44 main:574] : INFO : Epoch 1607 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 1553.12 ms [2022-01-12 03:19:45 main:574] : INFO : Epoch 1608 | loss: 0.0311785 | val_loss: 0.0311886 | Time: 1546.35 ms [2022-01-12 03:19:47 main:574] : INFO : Epoch 1609 | loss: 0.0311787 | val_loss: 0.0311889 | Time: 1541.93 ms [2022-01-12 03:19:49 main:574] : INFO : Epoch 1610 | loss: 0.0311785 | val_loss: 0.0311883 | Time: 1530 ms [2022-01-12 03:19:50 main:574] : INFO : Epoch 1611 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 1655.71 ms [2022-01-12 03:19:52 main:574] : INFO : Epoch 1612 | loss: 0.0311785 | val_loss: 0.0311882 | Time: 1526.52 ms [2022-01-12 03:19:53 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 1604.65 ms [2022-01-12 03:19:55 main:574] : INFO : Epoch 1614 | loss: 0.031177 | val_loss: 0.0311883 | Time: 1632.83 ms [2022-01-12 03:19:56 main:574] : INFO : Epoch 1615 | loss: 0.0311771 | val_loss: 0.0311896 | Time: 1558.51 ms [2022-01-12 03:19:58 main:574] : INFO : Epoch 1616 | loss: 0.0311784 | val_loss: 0.0311944 | Time: 1581.65 ms [2022-01-12 03:20:00 main:574] : INFO : Epoch 1617 | loss: 0.0311799 | val_loss: 0.0311889 | Time: 1578.39 ms [2022-01-12 03:20:01 main:574] : INFO : Epoch 1618 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 1512.12 ms [2022-01-12 03:20:03 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 1510.67 ms [2022-01-12 03:20:04 main:574] : INFO : Epoch 1620 | loss: 0.0311786 | val_loss: 0.0311897 | Time: 1551.82 ms [2022-01-12 03:20:06 main:574] : INFO : Epoch 1621 | loss: 0.0311804 | val_loss: 0.0311891 | Time: 1588.58 ms [2022-01-12 03:20:07 main:574] : INFO : Epoch 1622 | loss: 0.0311824 | val_loss: 0.03119 | Time: 1621.57 ms [2022-01-12 03:20:09 main:574] : INFO : Epoch 1623 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 1517.04 ms [2022-01-12 03:20:11 main:574] : INFO : Epoch 1624 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 1666.08 ms [2022-01-12 03:20:12 main:574] : INFO : Epoch 1625 | loss: 0.0312083 | val_loss: 0.0315262 | Time: 1591.73 ms [2022-01-12 03:20:14 main:574] : INFO : Epoch 1626 | loss: 0.0451479 | val_loss: 0.045407 | Time: 1586.56 ms [2022-01-12 03:20:15 main:574] : INFO : Epoch 1627 | loss: 0.0347531 | val_loss: 0.0319611 | Time: 1644.92 ms [2022-01-12 03:20:17 main:574] : INFO : Epoch 1628 | loss: 0.0315293 | val_loss: 0.0313291 | Time: 1574.53 ms [2022-01-12 03:20:19 main:574] : INFO : Epoch 1629 | loss: 0.0312955 | val_loss: 0.0312658 | Time: 1591.5 ms [2022-01-12 03:20:20 main:574] : INFO : Epoch 1630 | loss: 0.0312597 | val_loss: 0.0312551 | Time: 1519.35 ms [2022-01-12 03:20:22 main:574] : INFO : Epoch 1631 | loss: 0.0312491 | val_loss: 0.0312449 | Time: 1511.38 ms [2022-01-12 03:20:23 main:574] : INFO : Epoch 1632 | loss: 0.0312435 | val_loss: 0.0312394 | Time: 1568.61 ms [2022-01-12 03:20:25 main:574] : INFO : Epoch 1633 | loss: 0.0312386 | val_loss: 0.0312337 | Time: 1569.65 ms [2022-01-12 03:20:26 main:574] : INFO : Epoch 1634 | loss: 0.0312323 | val_loss: 0.0312262 | Time: 1576.57 ms [2022-01-12 03:20:28 main:574] : INFO : Epoch 1635 | loss: 0.0312255 | val_loss: 0.0312188 | Time: 1531.18 ms [2022-01-12 03:20:30 main:574] : INFO : Epoch 1636 | loss: 0.0312189 | val_loss: 0.0312125 | Time: 1586.56 ms [2022-01-12 03:20:31 main:574] : INFO : Epoch 1637 | loss: 0.0312139 | val_loss: 0.0312094 | Time: 1554.17 ms [2022-01-12 03:20:33 main:574] : INFO : Epoch 1638 | loss: 0.0312104 | val_loss: 0.031206 | Time: 1581.66 ms [2022-01-12 03:20:34 main:574] : INFO : Epoch 1639 | loss: 0.0312081 | val_loss: 0.0312043 | Time: 1596.6 ms [2022-01-12 03:20:36 main:574] : INFO : Epoch 1640 | loss: 0.0312068 | val_loss: 0.0312044 | Time: 1580.66 ms [2022-01-12 03:20:37 main:574] : INFO : Epoch 1641 | loss: 0.0312066 | val_loss: 0.0312032 | Time: 1545.04 ms [2022-01-12 03:20:39 main:574] : INFO : Epoch 1642 | loss: 0.0312056 | val_loss: 0.0312022 | Time: 1547.76 ms [2022-01-12 03:20:41 main:574] : INFO : Epoch 1643 | loss: 0.0312048 | val_loss: 0.0312016 | Time: 1603.42 ms [2022-01-12 03:20:42 main:574] : INFO : Epoch 1644 | loss: 0.0312043 | val_loss: 0.0312013 | Time: 1572.42 ms [2022-01-12 03:20:44 main:574] : INFO : Epoch 1645 | loss: 0.0312043 | val_loss: 0.0312011 | Time: 1569.23 ms [2022-01-12 03:20:45 main:574] : INFO : Epoch 1646 | loss: 0.031204 | val_loss: 0.031201 | Time: 1574.97 ms [2022-01-12 03:20:47 main:574] : INFO : Epoch 1647 | loss: 0.0312035 | val_loss: 0.0312007 | Time: 1583.64 ms [2022-01-12 03:20:48 main:574] : INFO : Epoch 1648 | loss: 0.0312032 | val_loss: 0.0312001 | Time: 1593.24 ms [2022-01-12 03:20:50 main:574] : INFO : Epoch 1649 | loss: 0.031203 | val_loss: 0.0312002 | Time: 1600.39 ms [2022-01-12 03:20:52 main:574] : INFO : Epoch 1650 | loss: 0.0312025 | val_loss: 0.0311996 | Time: 1593.25 ms [2022-01-12 03:20:53 main:574] : INFO : Epoch 1651 | loss: 0.0312024 | val_loss: 0.0311992 | Time: 1564.04 ms [2022-01-12 03:20:55 main:574] : INFO : Epoch 1652 | loss: 0.0312018 | val_loss: 0.0311989 | Time: 1544 ms [2022-01-12 03:20:56 main:574] : INFO : Epoch 1653 | loss: 0.0312015 | val_loss: 0.0311987 | Time: 1608.29 ms [2022-01-12 03:20:58 main:574] : INFO : Epoch 1654 | loss: 0.0312017 | val_loss: 0.0311989 | Time: 1618.43 ms [2022-01-12 03:21:00 main:574] : INFO : Epoch 1655 | loss: 0.031202 | val_loss: 0.0311989 | Time: 1582.4 ms [2022-01-12 03:21:01 main:574] : INFO : Epoch 1656 | loss: 0.0312013 | val_loss: 0.0311986 | Time: 1605.33 ms [2022-01-12 03:21:03 main:574] : INFO : Epoch 1657 | loss: 0.0312012 | val_loss: 0.0311983 | Time: 1604.34 ms [2022-01-12 03:21:04 main:574] : INFO : Epoch 1658 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 1557.65 ms [2022-01-12 03:21:06 main:574] : INFO : Epoch 1659 | loss: 0.031201 | val_loss: 0.0311985 | Time: 1560.88 ms [2022-01-12 03:21:07 main:574] : INFO : Epoch 1660 | loss: 0.0312008 | val_loss: 0.0311977 | Time: 1529.84 ms [2022-01-12 03:21:09 main:574] : INFO : Epoch 1661 | loss: 0.0312006 | val_loss: 0.0311979 | Time: 1621.19 ms [2022-01-12 03:21:11 main:574] : INFO : Epoch 1662 | loss: 0.0312005 | val_loss: 0.0311976 | Time: 1555.61 ms [2022-01-12 03:21:12 main:574] : INFO : Epoch 1663 | loss: 0.0312004 | val_loss: 0.0311975 | Time: 1596.9 ms [2022-01-12 03:21:14 main:574] : INFO : Epoch 1664 | loss: 0.0312 | val_loss: 0.0311975 | Time: 1633.34 ms [2022-01-12 03:21:15 main:574] : INFO : Epoch 1665 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 1597.05 ms [2022-01-12 03:21:17 main:574] : INFO : Epoch 1666 | loss: 0.0311998 | val_loss: 0.0311978 | Time: 1494.09 ms [2022-01-12 03:21:18 main:574] : INFO : Epoch 1667 | loss: 0.0311996 | val_loss: 0.0311972 | Time: 1515.57 ms [2022-01-12 03:21:20 main:574] : INFO : Epoch 1668 | loss: 0.0311993 | val_loss: 0.0311973 | Time: 1572.71 ms [2022-01-12 03:21:22 main:574] : INFO : Epoch 1669 | loss: 0.0311993 | val_loss: 0.0311973 | Time: 1557.46 ms [2022-01-12 03:21:23 main:574] : INFO : Epoch 1670 | loss: 0.0311992 | val_loss: 0.0311973 | Time: 1544.93 ms [2022-01-12 03:21:25 main:574] : INFO : Epoch 1671 | loss: 0.0311994 | val_loss: 0.0311972 | Time: 1576.63 ms [2022-01-12 03:21:26 main:574] : INFO : Epoch 1672 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 1571.82 ms [2022-01-12 03:21:28 main:574] : INFO : Epoch 1673 | loss: 0.0311988 | val_loss: 0.031197 | Time: 1616.86 ms [2022-01-12 03:21:29 main:574] : INFO : Epoch 1674 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 1527.54 ms [2022-01-12 03:21:31 main:574] : INFO : Epoch 1675 | loss: 0.0311992 | val_loss: 0.0311974 | Time: 1589.11 ms [2022-01-12 03:21:33 main:574] : INFO : Epoch 1676 | loss: 0.0311989 | val_loss: 0.0311968 | Time: 1594.07 ms [2022-01-12 03:21:34 main:574] : INFO : Epoch 1677 | loss: 0.0311987 | val_loss: 0.0311965 | Time: 1589.22 ms [2022-01-12 03:21:36 main:574] : INFO : Epoch 1678 | loss: 0.0311996 | val_loss: 0.0311962 | Time: 1549.21 ms [2022-01-12 03:21:37 main:574] : INFO : Epoch 1679 | loss: 0.0311982 | val_loss: 0.0311962 | Time: 1566.17 ms [2022-01-12 03:21:39 main:574] : INFO : Epoch 1680 | loss: 0.0311982 | val_loss: 0.0311974 | Time: 1572.66 ms [2022-01-12 03:21:41 main:574] : INFO : Epoch 1681 | loss: 0.0311986 | val_loss: 0.0311966 | Time: 1596.8 ms [2022-01-12 03:21:42 main:574] : INFO : Epoch 1682 | loss: 0.0311981 | val_loss: 0.0311959 | Time: 1588.18 ms [2022-01-12 03:21:44 main:574] : INFO : Epoch 1683 | loss: 0.0311977 | val_loss: 0.0311967 | Time: 1562.64 ms [2022-01-12 03:21:45 main:574] : INFO : Epoch 1684 | loss: 0.0311981 | val_loss: 0.0311963 | Time: 1526.42 ms [2022-01-12 03:21:47 main:574] : INFO : Epoch 1685 | loss: 0.0311975 | val_loss: 0.031196 | Time: 1530.76 ms [2022-01-12 03:21:48 main:574] : INFO : Epoch 1686 | loss: 0.031198 | val_loss: 0.031196 | Time: 1548.34 ms [2022-01-12 03:21:50 main:574] : INFO : Epoch 1687 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 1585.83 ms [2022-01-12 03:21:51 main:574] : INFO : Epoch 1688 | loss: 0.0311977 | val_loss: 0.0311962 | Time: 1565.35 ms [2022-01-12 03:21:53 main:574] : INFO : Epoch 1689 | loss: 0.0311974 | val_loss: 0.0311957 | Time: 1580.54 ms [2022-01-12 03:21:55 main:574] : INFO : Epoch 1690 | loss: 0.0311973 | val_loss: 0.0311963 | Time: 1596.19 ms [2022-01-12 03:21:56 main:574] : INFO : Epoch 1691 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 1553.15 ms [2022-01-12 03:21:58 main:574] : INFO : Epoch 1692 | loss: 0.0311971 | val_loss: 0.0311955 | Time: 1595.99 ms [2022-01-12 03:21:59 main:574] : INFO : Epoch 1693 | loss: 0.031197 | val_loss: 0.0311954 | Time: 1595.03 ms [2022-01-12 03:22:01 main:574] : INFO : Epoch 1694 | loss: 0.0311972 | val_loss: 0.0311957 | Time: 1532.59 ms [2022-01-12 03:22:03 main:574] : INFO : Epoch 1695 | loss: 0.0311978 | val_loss: 0.0311957 | Time: 1578.19 ms [2022-01-12 03:22:04 main:574] : INFO : Epoch 1696 | loss: 0.0311974 | val_loss: 0.0311954 | Time: 1597.64 ms [2022-01-12 03:22:06 main:574] : INFO : Epoch 1697 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 1588.8 ms [2022-01-12 03:22:07 main:574] : INFO : Epoch 1698 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 1547.34 ms [2022-01-12 03:22:09 main:574] : INFO : Epoch 1699 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 1514.47 ms [2022-01-12 03:22:10 main:574] : INFO : Epoch 1700 | loss: 0.0311965 | val_loss: 0.031195 | Time: 1560.39 ms [2022-01-12 03:22:12 main:574] : INFO : Epoch 1701 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 1562.35 ms [2022-01-12 03:22:13 main:574] : INFO : Epoch 1702 | loss: 0.0311975 | val_loss: 0.0311958 | Time: 1572.83 ms [2022-01-12 03:22:15 main:574] : INFO : Epoch 1703 | loss: 0.0311963 | val_loss: 0.0311955 | Time: 1510.35 ms [2022-01-12 03:22:17 main:574] : INFO : Epoch 1704 | loss: 0.0311963 | val_loss: 0.0311986 | Time: 1597.21 ms [2022-01-12 03:22:18 main:574] : INFO : Epoch 1705 | loss: 0.031198 | val_loss: 0.0311951 | Time: 1542.14 ms [2022-01-12 03:22:20 main:574] : INFO : Epoch 1706 | loss: 0.0311963 | val_loss: 0.0311951 | Time: 1569.14 ms [2022-01-12 03:22:21 main:574] : INFO : Epoch 1707 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 1548.17 ms [2022-01-12 03:22:23 main:574] : INFO : Epoch 1708 | loss: 0.0311956 | val_loss: 0.031195 | Time: 1579.81 ms [2022-01-12 03:22:24 main:574] : INFO : Epoch 1709 | loss: 0.0311958 | val_loss: 0.0311949 | Time: 1585.91 ms [2022-01-12 03:22:26 main:574] : INFO : Epoch 1710 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 1576.41 ms [2022-01-12 03:22:28 main:574] : INFO : Epoch 1711 | loss: 0.031196 | val_loss: 0.031195 | Time: 1532.69 ms [2022-01-12 03:22:29 main:574] : INFO : Epoch 1712 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 1603.99 ms [2022-01-12 03:22:31 main:574] : INFO : Epoch 1713 | loss: 0.0311961 | val_loss: 0.0311951 | Time: 1611.18 ms [2022-01-12 03:22:32 main:574] : INFO : Epoch 1714 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 1588.82 ms [2022-01-12 03:22:34 main:574] : INFO : Epoch 1715 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 1658.05 ms [2022-01-12 03:22:36 main:574] : INFO : Epoch 1716 | loss: 0.0311952 | val_loss: 0.0311947 | Time: 1571.09 ms [2022-01-12 03:22:37 main:574] : INFO : Epoch 1717 | loss: 0.0311964 | val_loss: 0.0311954 | Time: 1612.99 ms [2022-01-12 03:22:39 main:574] : INFO : Epoch 1718 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 1556.64 ms [2022-01-12 03:22:40 main:574] : INFO : Epoch 1719 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 1551.09 ms [2022-01-12 03:22:42 main:574] : INFO : Epoch 1720 | loss: 0.031195 | val_loss: 0.0311947 | Time: 1579.62 ms [2022-01-12 03:22:43 main:574] : INFO : Epoch 1721 | loss: 0.0311948 | val_loss: 0.0311946 | Time: 1499.91 ms [2022-01-12 03:22:45 main:574] : INFO : Epoch 1722 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 1598.26 ms [2022-01-12 03:22:47 main:574] : INFO : Epoch 1723 | loss: 0.0311964 | val_loss: 0.0311946 | Time: 1561 ms [2022-01-12 03:22:48 main:574] : INFO : Epoch 1724 | loss: 0.0311957 | val_loss: 0.0311948 | Time: 1599.47 ms [2022-01-12 03:22:50 main:574] : INFO : Epoch 1725 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 1604.51 ms [2022-01-12 03:22:51 main:574] : INFO : Epoch 1726 | loss: 0.0311941 | val_loss: 0.0311942 | Time: 1513.12 ms [2022-01-12 03:22:53 main:574] : INFO : Epoch 1727 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 1613.63 ms [2022-01-12 03:22:54 main:574] : INFO : Epoch 1728 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 1573.33 ms [2022-01-12 03:22:56 main:574] : INFO : Epoch 1729 | loss: 0.0311935 | val_loss: 0.0311961 | Time: 1594.62 ms [2022-01-12 03:22:58 main:574] : INFO : Epoch 1730 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 1570.16 ms [2022-01-12 03:22:59 main:574] : INFO : Epoch 1731 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 1512.8 ms [2022-01-12 03:23:01 main:574] : INFO : Epoch 1732 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 1572.67 ms [2022-01-12 03:23:02 main:574] : INFO : Epoch 1733 | loss: 0.0311955 | val_loss: 0.0311946 | Time: 1666.86 ms [2022-01-12 03:23:04 main:574] : INFO : Epoch 1734 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 1579.95 ms [2022-01-12 03:23:06 main:574] : INFO : Epoch 1735 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 1522.13 ms [2022-01-12 03:23:07 main:574] : INFO : Epoch 1736 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 1584.07 ms [2022-01-12 03:23:09 main:574] : INFO : Epoch 1737 | loss: 0.0311935 | val_loss: 0.031194 | Time: 1525.21 ms [2022-01-12 03:23:10 main:574] : INFO : Epoch 1738 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 1548.49 ms [2022-01-12 03:23:12 main:574] : INFO : Epoch 1739 | loss: 0.0311935 | val_loss: 0.0311928 | Time: 1580.77 ms [2022-01-12 03:23:13 main:574] : INFO : Epoch 1740 | loss: 0.0311931 | val_loss: 0.0311927 | Time: 1565.11 ms [2022-01-12 03:23:15 main:574] : INFO : Epoch 1741 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 1516.01 ms [2022-01-12 03:23:16 main:574] : INFO : Epoch 1742 | loss: 0.0311926 | val_loss: 0.0311926 | Time: 1590.12 ms [2022-01-12 03:23:18 main:574] : INFO : Epoch 1743 | loss: 0.031193 | val_loss: 0.0311933 | Time: 1586.97 ms [2022-01-12 03:23:20 main:574] : INFO : Epoch 1744 | loss: 0.0311928 | val_loss: 0.031193 | Time: 1583.11 ms [2022-01-12 03:23:21 main:574] : INFO : Epoch 1745 | loss: 0.0311925 | val_loss: 0.031193 | Time: 1597.9 ms [2022-01-12 03:23:23 main:574] : INFO : Epoch 1746 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 1613.54 ms [2022-01-12 03:23:24 main:574] : INFO : Epoch 1747 | loss: 0.0311922 | val_loss: 0.031195 | Time: 1536.5 ms [2022-01-12 03:23:26 main:574] : INFO : Epoch 1748 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 1587.43 ms [2022-01-12 03:23:28 main:574] : INFO : Epoch 1749 | loss: 0.0311918 | val_loss: 0.0311949 | Time: 1557.97 ms [2022-01-12 03:23:29 main:574] : INFO : Epoch 1750 | loss: 0.031193 | val_loss: 0.0311955 | Time: 1510.13 ms [2022-01-12 03:23:31 main:574] : INFO : Epoch 1751 | loss: 0.0311938 | val_loss: 0.0311938 | Time: 1552.71 ms [2022-01-12 03:23:32 main:574] : INFO : Epoch 1752 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 1606.95 ms [2022-01-12 03:23:34 main:574] : INFO : Epoch 1753 | loss: 0.0311909 | val_loss: 0.0311926 | Time: 1576.29 ms [2022-01-12 03:23:35 main:574] : INFO : Epoch 1754 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1573.06 ms [2022-01-12 03:23:37 main:574] : INFO : Epoch 1755 | loss: 0.0311908 | val_loss: 0.0311928 | Time: 1609.84 ms [2022-01-12 03:23:39 main:574] : INFO : Epoch 1756 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 1602.26 ms [2022-01-12 03:23:40 main:574] : INFO : Epoch 1757 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 1569.83 ms [2022-01-12 03:23:42 main:574] : INFO : Epoch 1758 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 1597.51 ms [2022-01-12 03:23:43 main:574] : INFO : Epoch 1759 | loss: 0.0311904 | val_loss: 0.0311923 | Time: 1598.02 ms [2022-01-12 03:23:45 main:574] : INFO : Epoch 1760 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 1529.03 ms [2022-01-12 03:23:46 main:574] : INFO : Epoch 1761 | loss: 0.0311902 | val_loss: 0.0311929 | Time: 1605.22 ms [2022-01-12 03:23:48 main:574] : INFO : Epoch 1762 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 1577.43 ms [2022-01-12 03:23:50 main:574] : INFO : Epoch 1763 | loss: 0.0311894 | val_loss: 0.031193 | Time: 1617.85 ms [2022-01-12 03:23:51 main:574] : INFO : Epoch 1764 | loss: 0.0311894 | val_loss: 0.0311927 | Time: 1572.28 ms [2022-01-12 03:23:53 main:574] : INFO : Epoch 1765 | loss: 0.0311895 | val_loss: 0.0311926 | Time: 1587.88 ms [2022-01-12 03:23:54 main:574] : INFO : Epoch 1766 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 1515.19 ms [2022-01-12 03:23:56 main:574] : INFO : Epoch 1767 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 1597.43 ms [2022-01-12 03:23:58 main:574] : INFO : Epoch 1768 | loss: 0.0311891 | val_loss: 0.031192 | Time: 1563.09 ms [2022-01-12 03:23:59 main:574] : INFO : Epoch 1769 | loss: 0.0311887 | val_loss: 0.0311946 | Time: 1551.48 ms [2022-01-12 03:24:01 main:574] : INFO : Epoch 1770 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 1585.72 ms [2022-01-12 03:24:02 main:574] : INFO : Epoch 1771 | loss: 0.03119 | val_loss: 0.0311929 | Time: 1561.72 ms [2022-01-12 03:24:04 main:574] : INFO : Epoch 1772 | loss: 0.0311897 | val_loss: 0.0311939 | Time: 1611.95 ms [2022-01-12 03:24:05 main:574] : INFO : Epoch 1773 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 1611.47 ms [2022-01-12 03:24:07 main:574] : INFO : Epoch 1774 | loss: 0.0311883 | val_loss: 0.0311924 | Time: 1583.93 ms [2022-01-12 03:24:09 main:574] : INFO : Epoch 1775 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 1573.3 ms [2022-01-12 03:24:10 main:574] : INFO : Epoch 1776 | loss: 0.0311887 | val_loss: 0.0311938 | Time: 1560.26 ms [2022-01-12 03:24:12 main:574] : INFO : Epoch 1777 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 1628.51 ms [2022-01-12 03:24:13 main:574] : INFO : Epoch 1778 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 1562.2 ms [2022-01-12 03:24:15 main:574] : INFO : Epoch 1779 | loss: 0.0311888 | val_loss: 0.031192 | Time: 1591.33 ms [2022-01-12 03:24:17 main:574] : INFO : Epoch 1780 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 1545.9 ms [2022-01-12 03:24:18 main:574] : INFO : Epoch 1781 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 1568.58 ms [2022-01-12 03:24:20 main:574] : INFO : Epoch 1782 | loss: 0.0311898 | val_loss: 0.0311969 | Time: 1631.35 ms [2022-01-12 03:24:21 main:574] : INFO : Epoch 1783 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 1533.92 ms [2022-01-12 03:24:23 main:574] : INFO : Epoch 1784 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 1602.73 ms [2022-01-12 03:24:24 main:574] : INFO : Epoch 1785 | loss: 0.0311876 | val_loss: 0.031193 | Time: 1582.89 ms [2022-01-12 03:24:26 main:574] : INFO : Epoch 1786 | loss: 0.0311886 | val_loss: 0.0311941 | Time: 1539.71 ms [2022-01-12 03:24:28 main:574] : INFO : Epoch 1787 | loss: 0.0311885 | val_loss: 0.031193 | Time: 1541.61 ms [2022-01-12 03:24:29 main:574] : INFO : Epoch 1788 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 1609.9 ms [2022-01-12 03:24:31 main:574] : INFO : Epoch 1789 | loss: 0.0311869 | val_loss: 0.0311957 | Time: 1608.45 ms [2022-01-12 03:24:32 main:574] : INFO : Epoch 1790 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 1564.41 ms [2022-01-12 03:24:34 main:574] : INFO : Epoch 1791 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 1570.53 ms [2022-01-12 03:24:35 main:574] : INFO : Epoch 1792 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 1540.64 ms [2022-01-12 03:24:37 main:574] : INFO : Epoch 1793 | loss: 0.0311878 | val_loss: 0.0311944 | Time: 1563.7 ms [2022-01-12 03:24:39 main:574] : INFO : Epoch 1794 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 1600.96 ms [2022-01-12 03:24:40 main:574] : INFO : Epoch 1795 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 1546.24 ms [2022-01-12 03:24:42 main:574] : INFO : Epoch 1796 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 1554.54 ms [2022-01-12 03:24:43 main:574] : INFO : Epoch 1797 | loss: 0.031187 | val_loss: 0.031192 | Time: 1593.4 ms [2022-01-12 03:24:45 main:574] : INFO : Epoch 1798 | loss: 0.0311887 | val_loss: 0.0311944 | Time: 1617.82 ms [2022-01-12 03:24:47 main:574] : INFO : Epoch 1799 | loss: 0.0311869 | val_loss: 0.0311928 | Time: 1560.63 ms [2022-01-12 03:24:48 main:574] : INFO : Epoch 1800 | loss: 0.0311864 | val_loss: 0.0311911 | Time: 1600.89 ms [2022-01-12 03:24:50 main:574] : INFO : Epoch 1801 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 1538.13 ms [2022-01-12 03:24:51 main:574] : INFO : Epoch 1802 | loss: 0.031186 | val_loss: 0.0311917 | Time: 1547.93 ms [2022-01-12 03:24:53 main:574] : INFO : Epoch 1803 | loss: 0.0311861 | val_loss: 0.0311946 | Time: 1536.15 ms [2022-01-12 03:24:54 main:574] : INFO : Epoch 1804 | loss: 0.0311859 | val_loss: 0.0311918 | Time: 1570.3 ms [2022-01-12 03:24:56 main:574] : INFO : Epoch 1805 | loss: 0.0311857 | val_loss: 0.0311936 | Time: 1591.1 ms [2022-01-12 03:24:57 main:574] : INFO : Epoch 1806 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 1566.8 ms [2022-01-12 03:24:59 main:574] : INFO : Epoch 1807 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 1544.39 ms [2022-01-12 03:25:01 main:574] : INFO : Epoch 1808 | loss: 0.0311852 | val_loss: 0.0311912 | Time: 1534.04 ms [2022-01-12 03:25:02 main:574] : INFO : Epoch 1809 | loss: 0.0311847 | val_loss: 0.0311925 | Time: 1555.22 ms [2022-01-12 03:25:04 main:574] : INFO : Epoch 1810 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 1557.72 ms [2022-01-12 03:25:05 main:574] : INFO : Epoch 1811 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 1607.77 ms [2022-01-12 03:25:07 main:574] : INFO : Epoch 1812 | loss: 0.0311848 | val_loss: 0.0311903 | Time: 1608.04 ms [2022-01-12 03:25:09 main:574] : INFO : Epoch 1813 | loss: 0.0311845 | val_loss: 0.0311916 | Time: 1596.92 ms [2022-01-12 03:25:10 main:574] : INFO : Epoch 1814 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 1561.78 ms [2022-01-12 03:25:12 main:574] : INFO : Epoch 1815 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 1599.22 ms [2022-01-12 03:25:13 main:574] : INFO : Epoch 1816 | loss: 0.031189 | val_loss: 0.03119 | Time: 1498.36 ms [2022-01-12 03:25:15 main:574] : INFO : Epoch 1817 | loss: 0.0311856 | val_loss: 0.0311895 | Time: 1568.54 ms [2022-01-12 03:25:16 main:574] : INFO : Epoch 1818 | loss: 0.0311834 | val_loss: 0.031189 | Time: 1539.87 ms [2022-01-12 03:25:18 main:574] : INFO : Epoch 1819 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 1576.58 ms [2022-01-12 03:25:19 main:574] : INFO : Epoch 1820 | loss: 0.0311838 | val_loss: 0.0311879 | Time: 1555.78 ms [2022-01-12 03:25:21 main:574] : INFO : Epoch 1821 | loss: 0.0311835 | val_loss: 0.0311902 | Time: 1618.01 ms [2022-01-12 03:25:23 main:574] : INFO : Epoch 1822 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 1666.81 ms [2022-01-12 03:25:24 main:574] : INFO : Epoch 1823 | loss: 0.0311842 | val_loss: 0.0311912 | Time: 1580.95 ms [2022-01-12 03:25:26 main:574] : INFO : Epoch 1824 | loss: 0.031184 | val_loss: 0.0311914 | Time: 1608.97 ms [2022-01-12 03:25:27 main:574] : INFO : Epoch 1825 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 1575.01 ms [2022-01-12 03:25:29 main:574] : INFO : Epoch 1826 | loss: 0.0311826 | val_loss: 0.0311878 | Time: 1536.23 ms [2022-01-12 03:25:31 main:574] : INFO : Epoch 1827 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 1520.74 ms [2022-01-12 03:25:32 main:574] : INFO : Epoch 1828 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 1553.62 ms [2022-01-12 03:25:34 main:574] : INFO : Epoch 1829 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 1596.61 ms [2022-01-12 03:25:35 main:574] : INFO : Epoch 1830 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 1522.65 ms [2022-01-12 03:25:37 main:574] : INFO : Epoch 1831 | loss: 0.0311832 | val_loss: 0.0311952 | Time: 1533.11 ms [2022-01-12 03:25:38 main:574] : INFO : Epoch 1832 | loss: 0.0311845 | val_loss: 0.0311917 | Time: 1539.3 ms [2022-01-12 03:25:40 main:574] : INFO : Epoch 1833 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 1589.72 ms [2022-01-12 03:25:41 main:574] : INFO : Epoch 1834 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 1522.71 ms [2022-01-12 03:25:43 main:574] : INFO : Epoch 1835 | loss: 0.0311893 | val_loss: 0.0311921 | Time: 1599.78 ms [2022-01-12 03:25:45 main:574] : INFO : Epoch 1836 | loss: 0.0311892 | val_loss: 0.0311955 | Time: 1526.06 ms [2022-01-12 03:25:46 main:574] : INFO : Epoch 1837 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 1618.76 ms [2022-01-12 03:25:48 main:574] : INFO : Epoch 1838 | loss: 0.0311864 | val_loss: 0.0311904 | Time: 1519.97 ms [2022-01-12 03:25:49 main:574] : INFO : Epoch 1839 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 1602.19 ms [2022-01-12 03:25:51 main:574] : INFO : Epoch 1840 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 1585.85 ms [2022-01-12 03:25:52 main:574] : INFO : Epoch 1841 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 1561.56 ms [2022-01-12 03:25:54 main:574] : INFO : Epoch 1842 | loss: 0.0311903 | val_loss: 0.03119 | Time: 1604.6 ms [2022-01-12 03:25:56 main:574] : INFO : Epoch 1843 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 1591.61 ms [2022-01-12 03:25:57 main:574] : INFO : Epoch 1844 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 1527.43 ms [2022-01-12 03:25:59 main:574] : INFO : Epoch 1845 | loss: 0.031185 | val_loss: 0.0311895 | Time: 1615.11 ms [2022-01-12 03:26:00 main:574] : INFO : Epoch 1846 | loss: 0.0311856 | val_loss: 0.0311887 | Time: 1581.77 ms [2022-01-12 03:26:02 main:574] : INFO : Epoch 1847 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 1560.96 ms [2022-01-12 03:26:04 main:574] : INFO : Epoch 1848 | loss: 0.0311853 | val_loss: 0.0311906 | Time: 1569.9 ms [2022-01-12 03:26:05 main:574] : INFO : Epoch 1849 | loss: 0.0311857 | val_loss: 0.0311912 | Time: 1569.93 ms [2022-01-12 03:26:07 main:574] : INFO : Epoch 1850 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 1531.57 ms [2022-01-12 03:26:08 main:574] : INFO : Epoch 1851 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 1566.79 ms [2022-01-12 03:26:10 main:574] : INFO : Epoch 1852 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 1553.02 ms [2022-01-12 03:26:11 main:574] : INFO : Epoch 1853 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 1566.86 ms [2022-01-12 03:26:13 main:574] : INFO : Epoch 1854 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 1592.99 ms [2022-01-12 03:26:15 main:574] : INFO : Epoch 1855 | loss: 0.0311828 | val_loss: 0.0311894 | Time: 1524.15 ms [2022-01-12 03:26:16 main:574] : INFO : Epoch 1856 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 1525.94 ms [2022-01-12 03:26:18 main:574] : INFO : Epoch 1857 | loss: 0.0311869 | val_loss: 0.0311983 | Time: 1568.76 ms [2022-01-12 03:26:19 main:574] : INFO : Epoch 1858 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 1561.25 ms [2022-01-12 03:26:21 main:574] : INFO : Epoch 1859 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 1639.77 ms [2022-01-12 03:26:23 main:574] : INFO : Epoch 1860 | loss: 0.0311825 | val_loss: 0.031189 | Time: 1666.06 ms [2022-01-12 03:26:24 main:574] : INFO : Epoch 1861 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 1568.37 ms [2022-01-12 03:26:26 main:574] : INFO : Epoch 1862 | loss: 0.031184 | val_loss: 0.0311888 | Time: 1575.15 ms [2022-01-12 03:26:27 main:574] : INFO : Epoch 1863 | loss: 0.0311827 | val_loss: 0.0311895 | Time: 1575.53 ms [2022-01-12 03:26:29 main:574] : INFO : Epoch 1864 | loss: 0.0311826 | val_loss: 0.0311903 | Time: 1623.91 ms [2022-01-12 03:26:30 main:574] : INFO : Epoch 1865 | loss: 0.0311827 | val_loss: 0.031189 | Time: 1487.49 ms [2022-01-12 03:26:32 main:574] : INFO : Epoch 1866 | loss: 0.0311842 | val_loss: 0.0311888 | Time: 1558.06 ms [2022-01-12 03:26:33 main:574] : INFO : Epoch 1867 | loss: 0.0311851 | val_loss: 0.0311905 | Time: 1569.18 ms [2022-01-12 03:26:35 main:574] : INFO : Epoch 1868 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 1549.27 ms [2022-01-12 03:26:37 main:574] : INFO : Epoch 1869 | loss: 0.031185 | val_loss: 0.0311908 | Time: 1548.2 ms [2022-01-12 03:26:38 main:574] : INFO : Epoch 1870 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 1523.43 ms [2022-01-12 03:26:40 main:574] : INFO : Epoch 1871 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 1571.42 ms [2022-01-12 03:26:41 main:574] : INFO : Epoch 1872 | loss: 0.031183 | val_loss: 0.0311895 | Time: 1577.13 ms [2022-01-12 03:26:43 main:574] : INFO : Epoch 1873 | loss: 0.0311817 | val_loss: 0.0311895 | Time: 1582.73 ms [2022-01-12 03:26:44 main:574] : INFO : Epoch 1874 | loss: 0.0311844 | val_loss: 0.0311906 | Time: 1572.39 ms [2022-01-12 03:26:46 main:574] : INFO : Epoch 1875 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 1543.09 ms [2022-01-12 03:26:48 main:574] : INFO : Epoch 1876 | loss: 0.0311819 | val_loss: 0.0311902 | Time: 1569.83 ms [2022-01-12 03:26:49 main:574] : INFO : Epoch 1877 | loss: 0.0311827 | val_loss: 0.0311893 | Time: 1617.97 ms [2022-01-12 03:26:51 main:574] : INFO : Epoch 1878 | loss: 0.0311818 | val_loss: 0.0311894 | Time: 1549.64 ms [2022-01-12 03:26:52 main:574] : INFO : Epoch 1879 | loss: 0.0311828 | val_loss: 0.031189 | Time: 1569.28 ms [2022-01-12 03:26:54 main:574] : INFO : Epoch 1880 | loss: 0.0311819 | val_loss: 0.0311931 | Time: 1617.15 ms [2022-01-12 03:26:56 main:574] : INFO : Epoch 1881 | loss: 0.0311839 | val_loss: 0.0311886 | Time: 1640.3 ms [2022-01-12 03:26:57 main:574] : INFO : Epoch 1882 | loss: 0.0311813 | val_loss: 0.0311864 | Time: 1577.79 ms [2022-01-12 03:26:59 main:574] : INFO : Epoch 1883 | loss: 0.0311817 | val_loss: 0.0311907 | Time: 1615.93 ms [2022-01-12 03:27:00 main:574] : INFO : Epoch 1884 | loss: 0.031183 | val_loss: 0.0311856 | Time: 1600.98 ms [2022-01-12 03:27:02 main:574] : INFO : Epoch 1885 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 1604.73 ms [2022-01-12 03:27:04 main:574] : INFO : Epoch 1886 | loss: 0.0311867 | val_loss: 0.0311852 | Time: 1591.19 ms [2022-01-12 03:27:05 main:574] : INFO : Epoch 1887 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 1568.27 ms [2022-01-12 03:27:07 main:574] : INFO : Epoch 1888 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 1638.78 ms [2022-01-12 03:27:08 main:574] : INFO : Epoch 1889 | loss: 0.0311855 | val_loss: 0.0311879 | Time: 1592.75 ms [2022-01-12 03:27:10 main:574] : INFO : Epoch 1890 | loss: 0.0311842 | val_loss: 0.0311902 | Time: 1656.29 ms [2022-01-12 03:27:12 main:574] : INFO : Epoch 1891 | loss: 0.0311822 | val_loss: 0.0311844 | Time: 1639.82 ms [2022-01-12 03:27:13 main:574] : INFO : Epoch 1892 | loss: 0.0311806 | val_loss: 0.0311883 | Time: 1642.51 ms [2022-01-12 03:27:15 main:574] : INFO : Epoch 1893 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 1630.39 ms [2022-01-12 03:27:16 main:574] : INFO : Epoch 1894 | loss: 0.0311807 | val_loss: 0.031184 | Time: 1556.43 ms [2022-01-12 03:27:18 main:574] : INFO : Epoch 1895 | loss: 0.0311815 | val_loss: 0.0311902 | Time: 1629.27 ms [2022-01-12 03:27:20 main:574] : INFO : Epoch 1896 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1634.76 ms [2022-01-12 03:27:21 main:574] : INFO : Epoch 1897 | loss: 0.0311809 | val_loss: 0.0311864 | Time: 1674.45 ms [2022-01-12 03:27:23 main:574] : INFO : Epoch 1898 | loss: 0.0311813 | val_loss: 0.031186 | Time: 1678.31 ms [2022-01-12 03:27:25 main:574] : INFO : Epoch 1899 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 1563.79 ms [2022-01-12 03:27:26 main:574] : INFO : Epoch 1900 | loss: 0.0311852 | val_loss: 0.0311916 | Time: 1546.6 ms [2022-01-12 03:27:28 main:574] : INFO : Epoch 1901 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 1536.32 ms [2022-01-12 03:27:29 main:574] : INFO : Epoch 1902 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 1578.5 ms [2022-01-12 03:27:31 main:574] : INFO : Epoch 1903 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1612.86 ms [2022-01-12 03:27:33 main:574] : INFO : Epoch 1904 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1558.99 ms [2022-01-12 03:27:34 main:574] : INFO : Epoch 1905 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 1577.95 ms [2022-01-12 03:27:36 main:574] : INFO : Epoch 1906 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 1594.28 ms [2022-01-12 03:27:37 main:574] : INFO : Epoch 1907 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 1587.74 ms [2022-01-12 03:27:39 main:574] : INFO : Epoch 1908 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 1541.46 ms [2022-01-12 03:27:40 main:574] : INFO : Epoch 1909 | loss: 0.0311778 | val_loss: 0.0311868 | Time: 1581.49 ms [2022-01-12 03:27:42 main:574] : INFO : Epoch 1910 | loss: 0.031179 | val_loss: 0.031187 | Time: 1574.11 ms [2022-01-12 03:27:44 main:574] : INFO : Epoch 1911 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1577.05 ms [2022-01-12 03:27:45 main:574] : INFO : Epoch 1912 | loss: 0.0311763 | val_loss: 0.0311848 | Time: 1560.91 ms [2022-01-12 03:27:47 main:574] : INFO : Epoch 1913 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 1557.97 ms [2022-01-12 03:27:48 main:574] : INFO : Epoch 1914 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 1556.51 ms [2022-01-12 03:27:50 main:574] : INFO : Epoch 1915 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 1576.21 ms [2022-01-12 03:27:51 main:574] : INFO : Epoch 1916 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 1564.73 ms [2022-01-12 03:27:53 main:574] : INFO : Epoch 1917 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1576.89 ms [2022-01-12 03:27:55 main:574] : INFO : Epoch 1918 | loss: 0.0311761 | val_loss: 0.0311855 | Time: 1560.39 ms [2022-01-12 03:27:56 main:574] : INFO : Epoch 1919 | loss: 0.0311776 | val_loss: 0.0311854 | Time: 1593.22 ms [2022-01-12 03:27:58 main:574] : INFO : Epoch 1920 | loss: 0.0311777 | val_loss: 0.0311885 | Time: 1525.89 ms [2022-01-12 03:27:59 main:574] : INFO : Epoch 1921 | loss: 0.0311774 | val_loss: 0.0311844 | Time: 1648.83 ms [2022-01-12 03:28:01 main:574] : INFO : Epoch 1922 | loss: 0.0311766 | val_loss: 0.0311887 | Time: 1604.5 ms [2022-01-12 03:28:03 main:574] : INFO : Epoch 1923 | loss: 0.0311794 | val_loss: 0.0311908 | Time: 1578.32 ms [2022-01-12 03:28:04 main:574] : INFO : Epoch 1924 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 1582.57 ms [2022-01-12 03:28:06 main:574] : INFO : Epoch 1925 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 1590.24 ms [2022-01-12 03:28:07 main:574] : INFO : Epoch 1926 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 1538.97 ms [2022-01-12 03:28:09 main:574] : INFO : Epoch 1927 | loss: 0.0311805 | val_loss: 0.0311862 | Time: 1529.38 ms [2022-01-12 03:28:10 main:574] : INFO : Epoch 1928 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 1586.74 ms [2022-01-12 03:28:12 main:574] : INFO : Epoch 1929 | loss: 0.0311817 | val_loss: 0.0311846 | Time: 1534.97 ms [2022-01-12 03:28:14 main:574] : INFO : Epoch 1930 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 1624.52 ms [2022-01-12 03:28:15 main:574] : INFO : Epoch 1931 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 1534.75 ms [2022-01-12 03:28:17 main:574] : INFO : Epoch 1932 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 1641.58 ms [2022-01-12 03:28:18 main:574] : INFO : Epoch 1933 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 1599.6 ms [2022-01-12 03:28:20 main:574] : INFO : Epoch 1934 | loss: 0.0311796 | val_loss: 0.0311865 | Time: 1554.81 ms [2022-01-12 03:28:21 main:574] : INFO : Epoch 1935 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 1576 ms [2022-01-12 03:28:23 main:574] : INFO : Epoch 1936 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 1588.84 ms [2022-01-12 03:28:25 main:574] : INFO : Epoch 1937 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 1583.06 ms [2022-01-12 03:28:26 main:574] : INFO : Epoch 1938 | loss: 0.0311813 | val_loss: 0.0311934 | Time: 1522.82 ms [2022-01-12 03:28:28 main:574] : INFO : Epoch 1939 | loss: 0.0311805 | val_loss: 0.0311876 | Time: 1547.64 ms [2022-01-12 03:28:29 main:574] : INFO : Epoch 1940 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1572.6 ms [2022-01-12 03:28:31 main:574] : INFO : Epoch 1941 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 1582.4 ms [2022-01-12 03:28:32 main:574] : INFO : Epoch 1942 | loss: 0.0311773 | val_loss: 0.0311904 | Time: 1572.82 ms [2022-01-12 03:28:34 main:574] : INFO : Epoch 1943 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 1608.51 ms [2022-01-12 03:28:36 main:574] : INFO : Epoch 1944 | loss: 0.0311757 | val_loss: 0.0311864 | Time: 1545.54 ms [2022-01-12 03:28:37 main:574] : INFO : Epoch 1945 | loss: 0.0311756 | val_loss: 0.0311861 | Time: 1544.05 ms [2022-01-12 03:28:39 main:574] : INFO : Epoch 1946 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 1505.9 ms [2022-01-12 03:28:40 main:574] : INFO : Epoch 1947 | loss: 0.0311757 | val_loss: 0.0311867 | Time: 1553.4 ms [2022-01-12 03:28:42 main:574] : INFO : Epoch 1948 | loss: 0.0311757 | val_loss: 0.0311885 | Time: 1557.69 ms [2022-01-12 03:28:43 main:574] : INFO : Epoch 1949 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 1612.17 ms [2022-01-12 03:28:45 main:574] : INFO : Epoch 1950 | loss: 0.0311767 | val_loss: 0.0311908 | Time: 1628.35 ms [2022-01-12 03:28:47 main:574] : INFO : Epoch 1951 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 1549.9 ms [2022-01-12 03:28:48 main:574] : INFO : Epoch 1952 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 1609.45 ms [2022-01-12 03:28:50 main:574] : INFO : Epoch 1953 | loss: 0.0311763 | val_loss: 0.0311886 | Time: 1591.64 ms [2022-01-12 03:28:51 main:574] : INFO : Epoch 1954 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 1555.77 ms [2022-01-12 03:28:53 main:574] : INFO : Epoch 1955 | loss: 0.0311762 | val_loss: 0.0311853 | Time: 1537.41 ms [2022-01-12 03:28:54 main:574] : INFO : Epoch 1956 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 1585.63 ms [2022-01-12 03:28:56 main:574] : INFO : Epoch 1957 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1550.36 ms [2022-01-12 03:28:58 main:574] : INFO : Epoch 1958 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1542.74 ms [2022-01-12 03:28:59 main:574] : INFO : Epoch 1959 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 1548.85 ms [2022-01-12 03:29:01 main:574] : INFO : Epoch 1960 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1525.89 ms [2022-01-12 03:29:02 main:574] : INFO : Epoch 1961 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 1562.29 ms [2022-01-12 03:29:04 main:574] : INFO : Epoch 1962 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 1560.76 ms [2022-01-12 03:29:05 main:574] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1570.69 ms [2022-01-12 03:29:07 main:574] : INFO : Epoch 1964 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 1585.72 ms [2022-01-12 03:29:08 main:574] : INFO : Epoch 1965 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 1535.35 ms [2022-01-12 03:29:10 main:574] : INFO : Epoch 1966 | loss: 0.031176 | val_loss: 0.0311833 | Time: 1533.43 ms [2022-01-12 03:29:12 main:574] : INFO : Epoch 1967 | loss: 0.0311768 | val_loss: 0.0311829 | Time: 1625.85 ms [2022-01-12 03:29:13 main:574] : INFO : Epoch 1968 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 1519.56 ms [2022-01-12 03:29:15 main:574] : INFO : Epoch 1969 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 1550.72 ms [2022-01-12 03:29:16 main:574] : INFO : Epoch 1970 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 1476.73 ms [2022-01-12 03:29:18 main:574] : INFO : Epoch 1971 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 1567.07 ms [2022-01-12 03:29:19 main:574] : INFO : Epoch 1972 | loss: 0.0311885 | val_loss: 0.0311891 | Time: 1573.49 ms [2022-01-12 03:29:21 main:574] : INFO : Epoch 1973 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1539.84 ms [2022-01-12 03:29:22 main:574] : INFO : Epoch 1974 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1581.97 ms [2022-01-12 03:29:24 main:574] : INFO : Epoch 1975 | loss: 0.031186 | val_loss: 0.0311882 | Time: 1541.77 ms [2022-01-12 03:29:26 main:574] : INFO : Epoch 1976 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 1607.72 ms [2022-01-12 03:29:27 main:574] : INFO : Epoch 1977 | loss: 0.0311835 | val_loss: 0.0311905 | Time: 1600.67 ms [2022-01-12 03:29:29 main:574] : INFO : Epoch 1978 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 1617.72 ms [2022-01-12 03:29:30 main:574] : INFO : Epoch 1979 | loss: 0.0311863 | val_loss: 0.031188 | Time: 1540.8 ms [2022-01-12 03:29:32 main:574] : INFO : Epoch 1980 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 1538.72 ms [2022-01-12 03:29:33 main:574] : INFO : Epoch 1981 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1561.08 ms [2022-01-12 03:29:35 main:574] : INFO : Epoch 1982 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 1526.22 ms [2022-01-12 03:29:37 main:574] : INFO : Epoch 1983 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 1529.6 ms [2022-01-12 03:29:38 main:574] : INFO : Epoch 1984 | loss: 0.0311808 | val_loss: 0.0311882 | Time: 1511.64 ms [2022-01-12 03:29:40 main:574] : INFO : Epoch 1985 | loss: 0.0311792 | val_loss: 0.0311858 | Time: 1572.93 ms [2022-01-12 03:29:41 main:574] : INFO : Epoch 1986 | loss: 0.0311781 | val_loss: 0.031184 | Time: 1571.12 ms [2022-01-12 03:29:43 main:574] : INFO : Epoch 1987 | loss: 0.0311785 | val_loss: 0.031186 | Time: 1525.56 ms [2022-01-12 03:29:44 main:574] : INFO : Epoch 1988 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 1533.57 ms [2022-01-12 03:29:46 main:574] : INFO : Epoch 1989 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 1574.9 ms [2022-01-12 03:29:47 main:574] : INFO : Epoch 1990 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 1580.78 ms [2022-01-12 03:29:49 main:574] : INFO : Epoch 1991 | loss: 0.0311798 | val_loss: 0.0311855 | Time: 1564.83 ms [2022-01-12 03:29:50 main:574] : INFO : Epoch 1992 | loss: 0.0311779 | val_loss: 0.031187 | Time: 1485.82 ms [2022-01-12 03:29:52 main:574] : INFO : Epoch 1993 | loss: 0.0311798 | val_loss: 0.0311865 | Time: 1587.36 ms [2022-01-12 03:29:54 main:574] : INFO : Epoch 1994 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 1535.74 ms [2022-01-12 03:29:55 main:574] : INFO : Epoch 1995 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 1576.72 ms [2022-01-12 03:29:57 main:574] : INFO : Epoch 1996 | loss: 0.0311766 | val_loss: 0.0311834 | Time: 1573.65 ms [2022-01-12 03:29:58 main:574] : INFO : Epoch 1997 | loss: 0.0311777 | val_loss: 0.0311847 | Time: 1569.31 ms [2022-01-12 03:30:00 main:574] : INFO : Epoch 1998 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 1566.13 ms [2022-01-12 03:30:02 main:574] : INFO : Epoch 1999 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 1602.61 ms [2022-01-12 03:30:03 main:574] : INFO : Epoch 2000 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 1599.01 ms [2022-01-12 03:30:05 main:574] : INFO : Epoch 2001 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 1609.98 ms [2022-01-12 03:30:06 main:574] : INFO : Epoch 2002 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 1501.34 ms [2022-01-12 03:30:08 main:574] : INFO : Epoch 2003 | loss: 0.0311798 | val_loss: 0.0311889 | Time: 1578.72 ms [2022-01-12 03:30:09 main:574] : INFO : Epoch 2004 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 1508.54 ms [2022-01-12 03:30:11 main:574] : INFO : Epoch 2005 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 1474.42 ms [2022-01-12 03:30:12 main:574] : INFO : Epoch 2006 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 1531.26 ms [2022-01-12 03:30:14 main:574] : INFO : Epoch 2007 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 1581.52 ms [2022-01-12 03:30:16 main:574] : INFO : Epoch 2008 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 1631.28 ms [2022-01-12 03:30:17 main:574] : INFO : Epoch 2009 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 1585.58 ms [2022-01-12 03:30:19 main:574] : INFO : Epoch 2010 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 1579.46 ms [2022-01-12 03:30:20 main:574] : INFO : Epoch 2011 | loss: 0.0311808 | val_loss: 0.031183 | Time: 1605.46 ms [2022-01-12 03:30:22 main:574] : INFO : Epoch 2012 | loss: 0.0311847 | val_loss: 0.0311824 | Time: 1629.81 ms [2022-01-12 03:30:24 main:574] : INFO : Epoch 2013 | loss: 0.0311816 | val_loss: 0.0311815 | Time: 1555.5 ms [2022-01-12 03:30:25 main:574] : INFO : Epoch 2014 | loss: 0.0311859 | val_loss: 0.0311892 | Time: 1545.09 ms [2022-01-12 03:30:27 main:574] : INFO : Epoch 2015 | loss: 0.031194 | val_loss: 0.0311886 | Time: 1527.81 ms [2022-01-12 03:30:28 main:574] : INFO : Epoch 2016 | loss: 0.031196 | val_loss: 0.031189 | Time: 1577.45 ms [2022-01-12 03:30:30 main:574] : INFO : Epoch 2017 | loss: 0.031193 | val_loss: 0.0311895 | Time: 1586.4 ms [2022-01-12 03:30:31 main:574] : INFO : Epoch 2018 | loss: 0.0311896 | val_loss: 0.0311855 | Time: 1586.15 ms [2022-01-12 03:30:33 main:574] : INFO : Epoch 2019 | loss: 0.0311884 | val_loss: 0.0311854 | Time: 1549.62 ms [2022-01-12 03:30:34 main:574] : INFO : Epoch 2020 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 1555.43 ms [2022-01-12 03:30:36 main:574] : INFO : Epoch 2021 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 1524.64 ms [2022-01-12 03:30:38 main:574] : INFO : Epoch 2022 | loss: 0.0311867 | val_loss: 0.0311837 | Time: 1564.46 ms [2022-01-12 03:30:39 main:574] : INFO : Epoch 2023 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 1563.64 ms [2022-01-12 03:30:41 main:574] : INFO : Epoch 2024 | loss: 0.0311856 | val_loss: 0.0311866 | Time: 1543.94 ms [2022-01-12 03:30:42 main:574] : INFO : Epoch 2025 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 1576.05 ms [2022-01-12 03:30:44 main:574] : INFO : Epoch 2026 | loss: 0.031186 | val_loss: 0.0311852 | Time: 1534.26 ms [2022-01-12 03:30:45 main:574] : INFO : Epoch 2027 | loss: 0.0311877 | val_loss: 0.0311841 | Time: 1610.48 ms [2022-01-12 03:30:47 main:574] : INFO : Epoch 2028 | loss: 0.0311854 | val_loss: 0.0311828 | Time: 1550.93 ms [2022-01-12 03:30:48 main:574] : INFO : Epoch 2029 | loss: 0.031185 | val_loss: 0.0311824 | Time: 1550.71 ms [2022-01-12 03:30:50 main:574] : INFO : Epoch 2030 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 1575.95 ms [2022-01-12 03:30:52 main:574] : INFO : Epoch 2031 | loss: 0.0311858 | val_loss: 0.0311829 | Time: 1538.42 ms [2022-01-12 03:30:53 main:574] : INFO : Epoch 2032 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1544.23 ms [2022-01-12 03:30:55 main:574] : INFO : Epoch 2033 | loss: 0.031185 | val_loss: 0.0311832 | Time: 1528.57 ms [2022-01-12 03:30:56 main:574] : INFO : Epoch 2034 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 1540.36 ms [2022-01-12 03:30:58 main:574] : INFO : Epoch 2035 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 1526.05 ms [2022-01-12 03:30:59 main:574] : INFO : Epoch 2036 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 1541.87 ms [2022-01-12 03:31:01 main:574] : INFO : Epoch 2037 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 1588.24 ms [2022-01-12 03:31:02 main:574] : INFO : Epoch 2038 | loss: 0.0311813 | val_loss: 0.031183 | Time: 1551.06 ms [2022-01-12 03:31:04 main:574] : INFO : Epoch 2039 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 1555.37 ms [2022-01-12 03:31:06 main:574] : INFO : Epoch 2040 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 1590.8 ms [2022-01-12 03:31:07 main:574] : INFO : Epoch 2041 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1567.65 ms [2022-01-12 03:31:09 main:574] : INFO : Epoch 2042 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 1558.51 ms [2022-01-12 03:31:10 main:574] : INFO : Epoch 2043 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 1625.52 ms [2022-01-12 03:31:12 main:574] : INFO : Epoch 2044 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 1587.87 ms [2022-01-12 03:31:14 main:574] : INFO : Epoch 2045 | loss: 0.0311801 | val_loss: 0.0311804 | Time: 1583.71 ms [2022-01-12 03:31:15 main:574] : INFO : Epoch 2046 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 1550.3 ms [2022-01-12 03:31:17 main:574] : INFO : Epoch 2047 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 1583.55 ms [2022-01-12 03:31:18 main:574] : INFO : Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 1585.4 ms [2022-01-12 03:31:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822 [2022-01-12 03:31:18 main:603] : INFO : Saving end state to config to file [2022-01-12 03:31:18 main:608] : INFO : Success, exiting.. 03:31:18 (11164): 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)