Task 14553290
| Name | ParityModified-1647043313-14054-3-0_0 |
| Workunit | 11576616 |
| Created | 9 Apr 2022, 13:31:54 UTC |
| Sent | 10 Apr 2022, 22:39:31 UTC |
| Report deadline | 18 Apr 2022, 22:39:31 UTC |
| Received | 11 Apr 2022, 23:43:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13905 |
| Run time | 57 min 47 sec |
| CPU time | 53 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 1670.13 ms [2022-04-11 17:29:17 main:574] : INFO : Epoch 1543 | loss: 0.0311812 | val_loss: 0.031187 | Time: 1662.3 ms [2022-04-11 17:29:19 main:574] : INFO : Epoch 1544 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 1673.66 ms [2022-04-11 17:29:21 main:574] : INFO : Epoch 1545 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 1681.46 ms [2022-04-11 17:29:22 main:574] : INFO : Epoch 1546 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 1669.08 ms [2022-04-11 17:29:24 main:574] : INFO : Epoch 1547 | loss: 0.031181 | val_loss: 0.0311873 | Time: 1688.84 ms [2022-04-11 17:29:26 main:574] : INFO : Epoch 1548 | loss: 0.031181 | val_loss: 0.031188 | Time: 1779.3 ms [2022-04-11 17:29:28 main:574] : INFO : Epoch 1549 | loss: 0.0311817 | val_loss: 0.031188 | Time: 1663.99 ms [2022-04-11 17:29:29 main:574] : INFO : Epoch 1550 | loss: 0.0311811 | val_loss: 0.0311871 | Time: 1677.92 ms [2022-04-11 17:29:31 main:574] : INFO : Epoch 1551 | loss: 0.0311805 | val_loss: 0.0311874 | Time: 1673.53 ms [2022-04-11 17:29:33 main:574] : INFO : Epoch 1552 | loss: 0.0311806 | val_loss: 0.0311888 | Time: 1672.13 ms [2022-04-11 17:29:34 main:574] : INFO : Epoch 1553 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 1690.93 ms [2022-04-11 17:29:36 main:574] : INFO : Epoch 1554 | loss: 0.031182 | val_loss: 0.0311873 | Time: 1662.51 ms [2022-04-11 17:29:38 main:574] : INFO : Epoch 1555 | loss: 0.0311807 | val_loss: 0.0311871 | Time: 1673.96 ms [2022-04-11 17:29:39 main:574] : INFO : Epoch 1556 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 1703.46 ms [2022-04-11 17:29:41 main:574] : INFO : Epoch 1557 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 1672.76 ms [2022-04-11 17:29:43 main:574] : INFO : Epoch 1558 | loss: 0.0311836 | val_loss: 0.0311911 | Time: 1696.3 ms [2022-04-11 17:29:44 main:574] : INFO : Epoch 1559 | loss: 0.0311839 | val_loss: 0.0311927 | Time: 1670.51 ms [2022-04-11 17:29:46 main:574] : INFO : Epoch 1560 | loss: 0.0311844 | val_loss: 0.0311936 | Time: 1790.69 ms [2022-04-11 17:29:48 main:574] : INFO : Epoch 1561 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 1662.13 ms [2022-04-11 17:29:50 main:574] : INFO : Epoch 1562 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 1678.47 ms [2022-04-11 17:29:51 main:574] : INFO : Epoch 1563 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 1669.95 ms [2022-04-11 17:29:53 main:574] : INFO : Epoch 1564 | loss: 0.0311832 | val_loss: 0.0311877 | Time: 1661.52 ms [2022-04-11 17:29:55 main:574] : INFO : Epoch 1565 | loss: 0.031183 | val_loss: 0.0311875 | Time: 1682.25 ms [2022-04-11 17:29:56 main:574] : INFO : Epoch 1566 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 1678.57 ms [2022-04-11 17:29:58 main:574] : INFO : Epoch 1567 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 1663.68 ms [2022-04-11 17:30:00 main:574] : INFO : Epoch 1568 | loss: 0.0311863 | val_loss: 0.0311918 | Time: 1670.33 ms [2022-04-11 17:30:01 main:574] : INFO : Epoch 1569 | loss: 0.0311847 | val_loss: 0.0311881 | Time: 1677.59 ms [2022-04-11 17:30:03 main:574] : INFO : Epoch 1570 | loss: 0.0311838 | val_loss: 0.0311872 | Time: 1686.35 ms [2022-04-11 17:30:05 main:574] : INFO : Epoch 1571 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 1788.58 ms [2022-04-11 17:30:06 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311871 | Time: 1664.05 ms [2022-04-11 17:30:08 main:574] : INFO : Epoch 1573 | loss: 0.0311827 | val_loss: 0.0311881 | Time: 1754.31 ms [2022-04-11 17:30:10 main:574] : INFO : Epoch 1574 | loss: 0.0311823 | val_loss: 0.0311878 | Time: 1671.87 ms [2022-04-11 17:30:12 main:574] : INFO : Epoch 1575 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 1676.73 ms [2022-04-11 17:30:13 main:574] : INFO : Epoch 1576 | loss: 0.031182 | val_loss: 0.0311878 | Time: 1652.51 ms [2022-04-11 17:30:15 main:574] : INFO : Epoch 1577 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 1639.43 ms [2022-04-11 17:30:16 main:574] : INFO : Epoch 1578 | loss: 0.0311826 | val_loss: 0.0311915 | Time: 1643.2 ms [2022-04-11 17:30:18 main:574] : INFO : Epoch 1579 | loss: 0.0311843 | val_loss: 0.0311922 | Time: 1730.18 ms [2022-04-11 17:30:20 main:574] : INFO : Epoch 1580 | loss: 0.0311827 | val_loss: 0.0311892 | Time: 1661.94 ms [2022-04-11 17:30:22 main:574] : INFO : Epoch 1581 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 1661.96 ms [2022-04-11 17:30:23 main:574] : INFO : Epoch 1582 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 1781.15 ms [2022-04-11 17:30:25 main:574] : INFO : Epoch 1583 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 1662.16 ms [2022-04-11 17:30:27 main:574] : INFO : Epoch 1584 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 1666.16 ms [2022-04-11 17:30:28 main:574] : INFO : Epoch 1585 | loss: 0.0311823 | val_loss: 0.0311904 | Time: 1672.67 ms [2022-04-11 17:30:30 main:574] : INFO : Epoch 1586 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 1657.37 ms [2022-04-11 17:30:32 main:574] : INFO : Epoch 1587 | loss: 0.0311816 | val_loss: 0.0311905 | Time: 1673.11 ms [2022-04-11 17:30:33 main:574] : INFO : Epoch 1588 | loss: 0.0311826 | val_loss: 0.0311905 | Time: 1656.7 ms [2022-04-11 17:30:35 main:574] : INFO : Epoch 1589 | loss: 0.031183 | val_loss: 0.0311883 | Time: 1666.2 ms [2022-04-11 17:30:37 main:574] : INFO : Epoch 1590 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 1660.97 ms [2022-04-11 17:30:38 main:574] : INFO : Epoch 1591 | loss: 0.0311825 | val_loss: 0.0311884 | Time: 1664.96 ms [2022-04-11 17:30:40 main:574] : INFO : Epoch 1592 | loss: 0.0311812 | val_loss: 0.0311887 | Time: 1677.37 ms [2022-04-11 17:30:42 main:574] : INFO : Epoch 1593 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 1658.94 ms [2022-04-11 17:30:43 main:574] : INFO : Epoch 1594 | loss: 0.031181 | val_loss: 0.0311881 | Time: 1791.63 ms [2022-04-11 17:30:45 main:574] : INFO : Epoch 1595 | loss: 0.0311812 | val_loss: 0.0311899 | Time: 1833.98 ms [2022-04-11 17:30:47 main:574] : INFO : Epoch 1596 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 1894.78 ms [2022-04-11 17:30:49 main:574] : INFO : Epoch 1597 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1670.42 ms [2022-04-11 17:30:51 main:574] : INFO : Epoch 1598 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 1744.82 ms [2022-04-11 17:30:52 main:574] : INFO : Epoch 1599 | loss: 0.0311807 | val_loss: 0.0311877 | Time: 1680.4 ms [2022-04-11 17:30:54 main:574] : INFO : Epoch 1600 | loss: 0.031181 | val_loss: 0.0311876 | Time: 1655.96 ms [2022-04-11 17:30:56 main:574] : INFO : Epoch 1601 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 1695.87 ms [2022-04-11 17:30:57 main:574] : INFO : Epoch 1602 | loss: 0.0311829 | val_loss: 0.0311914 | Time: 1661.77 ms [2022-04-11 17:30:59 main:574] : INFO : Epoch 1603 | loss: 0.0311828 | val_loss: 0.0311888 | Time: 1654.96 ms [2022-04-11 17:31:01 main:574] : INFO : Epoch 1604 | loss: 0.0311816 | val_loss: 0.031188 | Time: 1669.34 ms [2022-04-11 17:31:03 main:574] : INFO : Epoch 1605 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 1791.86 ms [2022-04-11 17:31:04 main:574] : INFO : Epoch 1606 | loss: 0.0311813 | val_loss: 0.0311895 | Time: 1676.29 ms [2022-04-11 17:31:06 main:574] : INFO : Epoch 1607 | loss: 0.0311824 | val_loss: 0.031188 | Time: 1685.8 ms [2022-04-11 17:31:08 main:574] : INFO : Epoch 1608 | loss: 0.0311819 | val_loss: 0.031191 | Time: 1666.81 ms [2022-04-11 17:31:09 main:574] : INFO : Epoch 1609 | loss: 0.0311809 | val_loss: 0.0311885 | Time: 1676.11 ms [2022-04-11 17:31:11 main:574] : INFO : Epoch 1610 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 1697.77 ms [2022-04-11 17:31:13 main:574] : INFO : Epoch 1611 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 1684.01 ms [2022-04-11 17:31:14 main:574] : INFO : Epoch 1612 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 1677.58 ms [2022-04-11 17:31:16 main:574] : INFO : Epoch 1613 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 1666.68 ms [2022-04-11 17:31:18 main:574] : INFO : Epoch 1614 | loss: 0.0311804 | val_loss: 0.0311876 | Time: 1670.91 ms [2022-04-11 17:31:19 main:574] : INFO : Epoch 1615 | loss: 0.0311804 | val_loss: 0.031188 | Time: 1816.21 ms [2022-04-11 17:31:21 main:574] : INFO : Epoch 1616 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 1669.74 ms [2022-04-11 17:31:23 main:574] : INFO : Epoch 1617 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 1675.09 ms [2022-04-11 17:31:24 main:574] : INFO : Epoch 1618 | loss: 0.0311811 | val_loss: 0.0311893 | Time: 1669.33 ms [2022-04-11 17:31:26 main:574] : INFO : Epoch 1619 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 1667.7 ms [2022-04-11 17:31:28 main:574] : INFO : Epoch 1620 | loss: 0.0311825 | val_loss: 0.0311881 | Time: 1665.58 ms [2022-04-11 17:31:30 main:574] : INFO : Epoch 1621 | loss: 0.031183 | val_loss: 0.0311913 | Time: 1675.74 ms [2022-04-11 17:31:31 main:574] : INFO : Epoch 1622 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 1663.63 ms [2022-04-11 17:31:33 main:574] : INFO : Epoch 1623 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 1657.45 ms [2022-04-11 17:31:35 main:574] : INFO : Epoch 1624 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 1661.64 ms [2022-04-11 17:31:36 main:574] : INFO : Epoch 1625 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 1665.82 ms [2022-04-11 17:31:38 main:574] : INFO : Epoch 1626 | loss: 0.0311808 | val_loss: 0.0311883 | Time: 1670.32 ms [2022-04-11 17:31:40 main:574] : INFO : Epoch 1627 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 1767.74 ms [2022-04-11 17:31:41 main:574] : INFO : Epoch 1628 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 1675.85 ms [2022-04-11 17:31:43 main:574] : INFO : Epoch 1629 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 1667.22 ms [2022-04-11 17:31:45 main:574] : INFO : Epoch 1630 | loss: 0.0311815 | val_loss: 0.0311874 | Time: 1674.84 ms [2022-04-11 17:31:46 main:574] : INFO : Epoch 1631 | loss: 0.0311809 | val_loss: 0.0311882 | Time: 1677.06 ms [2022-04-11 17:31:48 main:574] : INFO : Epoch 1632 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 1645.43 ms [2022-04-11 17:31:50 main:574] : INFO : Epoch 1633 | loss: 0.0311796 | val_loss: 0.0311884 | Time: 1686.19 ms [2022-04-11 17:31:51 main:574] : INFO : Epoch 1634 | loss: 0.0311811 | val_loss: 0.0311884 | Time: 1671.59 ms [2022-04-11 17:31:53 main:574] : INFO : Epoch 1635 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 1659.35 ms [2022-04-11 17:31:55 main:574] : INFO : Epoch 1636 | loss: 0.0311802 | val_loss: 0.0311902 | Time: 1657.04 ms [2022-04-11 17:31:56 main:574] : INFO : Epoch 1637 | loss: 0.0311812 | val_loss: 0.0311882 | Time: 1664.66 ms [2022-04-11 17:31:58 main:574] : INFO : Epoch 1638 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 1765.48 ms [2022-04-11 17:32:00 main:574] : INFO : Epoch 1639 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 1678.45 ms [2022-04-11 17:32:01 main:574] : INFO : Epoch 1640 | loss: 0.0311805 | val_loss: 0.0311978 | Time: 1676.86 ms [2022-04-11 17:32:03 main:574] : INFO : Epoch 1641 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 1663.99 ms [2022-04-11 17:32:05 main:574] : INFO : Epoch 1642 | loss: 0.03118 | val_loss: 0.0311872 | Time: 1678.48 ms [2022-04-11 17:32:06 main:574] : INFO : Epoch 1643 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 1666.68 ms [2022-04-11 17:32:08 main:574] : INFO : Epoch 1644 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 1668.51 ms [2022-04-11 17:32:10 main:574] : INFO : Epoch 1645 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 1675.52 ms [2022-04-11 17:32:12 main:574] : INFO : Epoch 1646 | loss: 0.0311794 | val_loss: 0.0311891 | Time: 1663.8 ms [2022-04-11 17:32:13 main:574] : INFO : Epoch 1647 | loss: 0.0311798 | val_loss: 0.0311884 | Time: 1662.61 ms [2022-04-11 17:32:15 main:574] : INFO : Epoch 1648 | loss: 0.0311802 | val_loss: 0.0311884 | Time: 1697.83 ms [2022-04-11 17:32:17 main:574] : INFO : Epoch 1649 | loss: 0.0311806 | val_loss: 0.0311883 | Time: 1688.49 ms [2022-04-11 17:32:18 main:574] : INFO : Epoch 1650 | loss: 0.0311811 | val_loss: 0.0311878 | Time: 1799.18 ms [2022-04-11 17:32:20 main:574] : INFO : Epoch 1651 | loss: 0.0311804 | val_loss: 0.0311871 | Time: 1709.23 ms [2022-04-11 17:32:22 main:574] : INFO : Epoch 1652 | loss: 0.03118 | val_loss: 0.0311878 | Time: 1672.72 ms [2022-04-11 17:32:23 main:574] : INFO : Epoch 1653 | loss: 0.0311812 | val_loss: 0.0311902 | Time: 1681.15 ms [2022-04-11 17:32:25 main:574] : INFO : Epoch 1654 | loss: 0.0311813 | val_loss: 0.0311865 | Time: 1689.57 ms [2022-04-11 17:32:27 main:574] : INFO : Epoch 1655 | loss: 0.0311804 | val_loss: 0.0311874 | Time: 1670.08 ms [2022-04-11 17:32:29 main:574] : INFO : Epoch 1656 | loss: 0.0311807 | val_loss: 0.0311879 | Time: 1669.13 ms [2022-04-11 17:32:30 main:574] : INFO : Epoch 1657 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 1673.17 ms [2022-04-11 17:32:32 main:574] : INFO : Epoch 1658 | loss: 0.0311808 | val_loss: 0.0311888 | Time: 1691.44 ms [2022-04-11 17:32:34 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.0311878 | Time: 1783.08 ms [2022-04-11 17:32:35 main:574] : INFO : Epoch 1660 | loss: 0.0311796 | val_loss: 0.0311889 | Time: 1686.17 ms [2022-04-11 17:32:37 main:574] : INFO : Epoch 1661 | loss: 0.0311797 | val_loss: 0.0311878 | Time: 1658.19 ms [2022-04-11 17:32:39 main:574] : INFO : Epoch 1662 | loss: 0.0311796 | val_loss: 0.0311871 | Time: 1678.22 ms [2022-04-11 17:32:40 main:574] : INFO : Epoch 1663 | loss: 0.031179 | val_loss: 0.0311871 | Time: 1668.92 ms [2022-04-11 17:32:42 main:574] : INFO : Epoch 1664 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 1694.09 ms [2022-04-11 17:32:44 main:574] : INFO : Epoch 1665 | loss: 0.031179 | val_loss: 0.0311879 | Time: 1676.06 ms [2022-04-11 17:32:45 main:574] : INFO : Epoch 1666 | loss: 0.0311796 | val_loss: 0.0311887 | Time: 1662.08 ms [2022-04-11 17:32:47 main:574] : INFO : Epoch 1667 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 1801.41 ms [2022-04-11 17:32:49 main:574] : INFO : Epoch 1668 | loss: 0.0311806 | val_loss: 0.0311888 | Time: 1679.56 ms [2022-04-11 17:32:51 main:574] : INFO : Epoch 1669 | loss: 0.0311796 | val_loss: 0.0311871 | Time: 1682.19 ms [2022-04-11 17:32:52 main:574] : INFO : Epoch 1670 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 1673.85 ms [2022-04-11 17:32:54 main:574] : INFO : Epoch 1671 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 1666.73 ms [2022-04-11 17:32:56 main:574] : INFO : Epoch 1672 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 1670.76 ms [2022-04-11 17:32:57 main:574] : INFO : Epoch 1673 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 1782.74 ms [2022-04-11 17:32:59 main:574] : INFO : Epoch 1674 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 1659.18 ms [2022-04-11 17:33:01 main:574] : INFO : Epoch 1675 | loss: 0.0311808 | val_loss: 0.0311871 | Time: 1684.49 ms [2022-04-11 17:33:02 main:574] : INFO : Epoch 1676 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 1669.64 ms [2022-04-11 17:33:04 main:574] : INFO : Epoch 1677 | loss: 0.0311789 | val_loss: 0.0311876 | Time: 1650.39 ms [2022-04-11 17:33:06 main:574] : INFO : Epoch 1678 | loss: 0.0311797 | val_loss: 0.031186 | Time: 1680.11 ms [2022-04-11 17:33:08 main:574] : INFO : Epoch 1679 | loss: 0.0311816 | val_loss: 0.0311892 | Time: 1784.34 ms [2022-04-11 17:33:09 main:574] : INFO : Epoch 1680 | loss: 0.0311796 | val_loss: 0.031187 | Time: 1684.99 ms [2022-04-11 17:33:11 main:574] : INFO : Epoch 1681 | loss: 0.031179 | val_loss: 0.0311895 | Time: 1663.24 ms [2022-04-11 17:33:13 main:574] : INFO : Epoch 1682 | loss: 0.0311797 | val_loss: 0.0311877 | Time: 1671.62 ms [2022-04-11 17:33:14 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.0311869 | Time: 1681.47 ms [2022-04-11 17:33:16 main:574] : INFO : Epoch 1684 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 1669.66 ms [2022-04-11 17:33:18 main:574] : INFO : Epoch 1685 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 1678.26 ms [2022-04-11 17:33:19 main:574] : INFO : Epoch 1686 | loss: 0.0311798 | val_loss: 0.0311931 | Time: 1796.41 ms [2022-04-11 17:33:21 main:574] : INFO : Epoch 1687 | loss: 0.0311796 | val_loss: 0.0311882 | Time: 1671.06 ms [2022-04-11 17:33:23 main:574] : INFO : Epoch 1688 | loss: 0.0311794 | val_loss: 0.0311876 | Time: 1688.21 ms [2022-04-11 17:33:24 main:574] : INFO : Epoch 1689 | loss: 0.0311799 | val_loss: 0.0311911 | Time: 1668.56 ms [2022-04-11 17:33:26 main:574] : INFO : Epoch 1690 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 1682.47 ms [2022-04-11 17:33:28 main:574] : INFO : Epoch 1691 | loss: 0.0311793 | val_loss: 0.0311878 | Time: 1683.09 ms [2022-04-11 17:33:30 main:574] : INFO : Epoch 1692 | loss: 0.0311796 | val_loss: 0.0311879 | Time: 1657.63 ms [2022-04-11 17:33:31 main:574] : INFO : Epoch 1693 | loss: 0.0311799 | val_loss: 0.0311885 | Time: 1790.99 ms [2022-04-11 17:33:33 main:574] : INFO : Epoch 1694 | loss: 0.031179 | val_loss: 0.0311891 | Time: 1673.93 ms [2022-04-11 17:33:35 main:574] : INFO : Epoch 1695 | loss: 0.0311783 | val_loss: 0.0311878 | Time: 1675.76 ms [2022-04-11 17:33:36 main:574] : INFO : Epoch 1696 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 1677.38 ms [2022-04-11 17:33:38 main:574] : INFO : Epoch 1697 | loss: 0.0311806 | val_loss: 0.0311889 | Time: 1587.12 ms [2022-04-11 17:33:40 main:574] : INFO : Epoch 1698 | loss: 0.0311787 | val_loss: 0.0311882 | Time: 1560.51 ms [2022-04-11 17:33:41 main:574] : INFO : Epoch 1699 | loss: 0.0311792 | val_loss: 0.0311893 | Time: 1573.67 ms [2022-04-11 17:33:43 main:574] : INFO : Epoch 1700 | loss: 0.0311824 | val_loss: 0.0312003 | Time: 1664.48 ms [2022-04-11 17:33:45 main:574] : INFO : Epoch 1701 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 1786.22 ms [2022-04-11 17:33:46 main:574] : INFO : Epoch 1702 | loss: 0.0311827 | val_loss: 0.0311877 | Time: 1684.2 ms [2022-04-11 17:33:48 main:574] : INFO : Epoch 1703 | loss: 0.031184 | val_loss: 0.0311949 | Time: 1669.1 ms [2022-04-11 17:33:50 main:574] : INFO : Epoch 1704 | loss: 0.0311857 | val_loss: 0.0311972 | Time: 1671.13 ms [2022-04-11 17:33:51 main:574] : INFO : Epoch 1705 | loss: 0.0311824 | val_loss: 0.0311925 | Time: 1667.55 ms [2022-04-11 17:33:53 main:574] : INFO : Epoch 1706 | loss: 0.0311817 | val_loss: 0.0311904 | Time: 1666.14 ms [2022-04-11 17:33:55 main:574] : INFO : Epoch 1707 | loss: 0.0311802 | val_loss: 0.0311931 | Time: 1686.19 ms [2022-04-11 17:33:56 main:574] : INFO : Epoch 1708 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 1774.11 ms [2022-04-11 17:33:58 main:574] : INFO : Epoch 1709 | loss: 0.0311796 | val_loss: 0.0311902 | Time: 1669.37 ms [2022-04-11 17:34:00 main:574] : INFO : Epoch 1710 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 1670.57 ms [2022-04-11 17:34:01 main:574] : INFO : Epoch 1711 | loss: 0.0311807 | val_loss: 0.0311884 | Time: 1662.66 ms [2022-04-11 17:34:03 main:574] : INFO : Epoch 1712 | loss: 0.03118 | val_loss: 0.0311882 | Time: 1673.93 ms [2022-04-11 17:34:05 main:574] : INFO : Epoch 1713 | loss: 0.0311803 | val_loss: 0.0311917 | Time: 1686.04 ms [2022-04-11 17:34:06 main:574] : INFO : Epoch 1714 | loss: 0.0311826 | val_loss: 0.0311895 | Time: 1666.78 ms [2022-04-11 17:34:08 main:574] : INFO : Epoch 1715 | loss: 0.0311812 | val_loss: 0.031191 | Time: 1774.61 ms [2022-04-11 17:34:10 main:574] : INFO : Epoch 1716 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 1662.22 ms [2022-04-11 17:34:12 main:574] : INFO : Epoch 1717 | loss: 0.0311798 | val_loss: 0.0311879 | Time: 1669.83 ms [2022-04-11 17:34:13 main:574] : INFO : Epoch 1718 | loss: 0.0311815 | val_loss: 0.0311917 | Time: 1697.33 ms [2022-04-11 17:34:15 main:574] : INFO : Epoch 1719 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 1670.11 ms [2022-04-11 17:34:17 main:574] : INFO : Epoch 1720 | loss: 0.0311802 | val_loss: 0.0311883 | Time: 1677.42 ms [2022-04-11 17:34:18 main:574] : INFO : Epoch 1721 | loss: 0.03118 | val_loss: 0.0311885 | Time: 1798.34 ms [2022-04-11 17:34:20 main:574] : INFO : Epoch 1722 | loss: 0.031183 | val_loss: 0.0311882 | Time: 1665.81 ms [2022-04-11 17:34:22 main:574] : INFO : Epoch 1723 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 1655.15 ms [2022-04-11 17:34:23 main:574] : INFO : Epoch 1724 | loss: 0.0311808 | val_loss: 0.0311882 | Time: 1693.86 ms [2022-04-11 17:34:25 main:574] : INFO : Epoch 1725 | loss: 0.0311807 | val_loss: 0.0311884 | Time: 1674.41 ms [2022-04-11 17:34:27 main:574] : INFO : Epoch 1726 | loss: 0.03118 | val_loss: 0.0311866 | Time: 1768.71 ms [2022-04-11 17:34:29 main:574] : INFO : Epoch 1727 | loss: 0.0311799 | val_loss: 0.031187 | Time: 1678.44 ms [2022-04-11 17:34:30 main:574] : INFO : Epoch 1728 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 1668.88 ms [2022-04-11 17:34:32 main:574] : INFO : Epoch 1729 | loss: 0.0311805 | val_loss: 0.0311873 | Time: 1771.91 ms [2022-04-11 17:34:34 main:574] : INFO : Epoch 1730 | loss: 0.0311805 | val_loss: 0.031188 | Time: 1684.36 ms [2022-04-11 17:34:35 main:574] : INFO : Epoch 1731 | loss: 0.0311813 | val_loss: 0.0311864 | Time: 1665.54 ms [2022-04-11 17:34:37 main:574] : INFO : Epoch 1732 | loss: 0.0311793 | val_loss: 0.0311879 | Time: 1666 ms [2022-04-11 17:34:39 main:574] : INFO : Epoch 1733 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 1667.49 ms [2022-04-11 17:34:40 main:574] : INFO : Epoch 1734 | loss: 0.0311808 | val_loss: 0.0311882 | Time: 1664.37 ms [2022-04-11 17:34:42 main:574] : INFO : Epoch 1735 | loss: 0.0311799 | val_loss: 0.0311878 | Time: 1671.53 ms [2022-04-11 17:34:44 main:574] : INFO : Epoch 1736 | loss: 0.0311806 | val_loss: 0.0311891 | Time: 1670.43 ms [2022-04-11 17:34:46 main:574] : INFO : Epoch 1737 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 1785.69 ms [2022-04-11 17:34:47 main:574] : INFO : Epoch 1738 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 1656.12 ms [2022-04-11 17:34:49 main:574] : INFO : Epoch 1739 | loss: 0.0311794 | val_loss: 0.0311882 | Time: 1660 ms [2022-04-11 17:34:51 main:574] : INFO : Epoch 1740 | loss: 0.0311816 | val_loss: 0.0311959 | Time: 1654.31 ms [2022-04-11 17:34:52 main:574] : INFO : Epoch 1741 | loss: 0.0311823 | val_loss: 0.0311964 | Time: 1668.34 ms [2022-04-11 17:34:54 main:574] : INFO : Epoch 1742 | loss: 0.0311824 | val_loss: 0.031192 | Time: 1659.17 ms [2022-04-11 17:34:56 main:574] : INFO : Epoch 1743 | loss: 0.0311798 | val_loss: 0.0311941 | Time: 1683.64 ms [2022-04-11 17:34:57 main:574] : INFO : Epoch 1744 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 1767.78 ms [2022-04-11 17:34:59 main:574] : INFO : Epoch 1745 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 1666.93 ms [2022-04-11 17:35:01 main:574] : INFO : Epoch 1746 | loss: 0.0311798 | val_loss: 0.0311905 | Time: 1675.64 ms [2022-04-11 17:35:02 main:574] : INFO : Epoch 1747 | loss: 0.0311792 | val_loss: 0.0311894 | Time: 1669.41 ms [2022-04-11 17:35:04 main:574] : INFO : Epoch 1748 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 1677.48 ms [2022-04-11 17:35:06 main:574] : INFO : Epoch 1749 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 1666.59 ms [2022-04-11 17:35:08 main:574] : INFO : Epoch 1750 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 1793.24 ms [2022-04-11 17:35:09 main:574] : INFO : Epoch 1751 | loss: 0.0311799 | val_loss: 0.031187 | Time: 1686.45 ms [2022-04-11 17:35:11 main:574] : INFO : Epoch 1752 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1669.74 ms [2022-04-11 17:35:13 main:574] : INFO : Epoch 1753 | loss: 0.0311802 | val_loss: 0.0311891 | Time: 1663.47 ms [2022-04-11 17:35:14 main:574] : INFO : Epoch 1754 | loss: 0.0311808 | val_loss: 0.0311906 | Time: 1661.37 ms [2022-04-11 17:35:16 main:574] : INFO : Epoch 1755 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 1670.36 ms [2022-04-11 17:35:18 main:574] : INFO : Epoch 1756 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 1659.06 ms [2022-04-11 17:35:19 main:574] : INFO : Epoch 1757 | loss: 0.0311796 | val_loss: 0.0311904 | Time: 1808.62 ms [2022-04-11 17:35:21 main:574] : INFO : Epoch 1758 | loss: 0.0311804 | val_loss: 0.0311938 | Time: 1672.23 ms [2022-04-11 17:35:23 main:574] : INFO : Epoch 1759 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 1663.81 ms [2022-04-11 17:35:24 main:574] : INFO : Epoch 1760 | loss: 0.0311803 | val_loss: 0.0311894 | Time: 1673.81 ms [2022-04-11 17:35:26 main:574] : INFO : Epoch 1761 | loss: 0.0311802 | val_loss: 0.0311898 | Time: 1669.53 ms [2022-04-11 17:35:28 main:574] : INFO : Epoch 1762 | loss: 0.0311789 | val_loss: 0.0311898 | Time: 1670.72 ms [2022-04-11 17:35:29 main:574] : INFO : Epoch 1763 | loss: 0.0311794 | val_loss: 0.0311906 | Time: 1661.4 ms [2022-04-11 17:35:31 main:574] : INFO : Epoch 1764 | loss: 0.0311802 | val_loss: 0.0311918 | Time: 1778.81 ms [2022-04-11 17:35:33 main:574] : INFO : Epoch 1765 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 1677.71 ms [2022-04-11 17:35:35 main:574] : INFO : Epoch 1766 | loss: 0.03118 | val_loss: 0.0311889 | Time: 1660.09 ms [2022-04-11 17:35:36 main:574] : INFO : Epoch 1767 | loss: 0.0311797 | val_loss: 0.0311878 | Time: 1686.78 ms [2022-04-11 17:35:38 main:574] : INFO : Epoch 1768 | loss: 0.0311809 | val_loss: 0.0311916 | Time: 1666.9 ms [2022-04-11 17:35:40 main:574] : INFO : Epoch 1769 | loss: 0.0311819 | val_loss: 0.0311911 | Time: 1671.47 ms [2022-04-11 17:35:41 main:574] : INFO : Epoch 1770 | loss: 0.0311835 | val_loss: 0.0311999 | Time: 1668.1 ms [2022-04-11 17:35:43 main:574] : INFO : Epoch 1771 | loss: 0.0311864 | val_loss: 0.0311945 | Time: 1673.33 ms [2022-04-11 17:35:45 main:574] : INFO : Epoch 1772 | loss: 0.0311829 | val_loss: 0.0311936 | Time: 1794.61 ms [2022-04-11 17:35:47 main:574] : INFO : Epoch 1773 | loss: 0.0311817 | val_loss: 0.0311886 | Time: 1778.06 ms [2022-04-11 17:35:48 main:574] : INFO : Epoch 1774 | loss: 0.0311813 | val_loss: 0.0311874 | Time: 1707.57 ms [2022-04-11 17:35:50 main:574] : INFO : Epoch 1775 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 1667.36 ms [2022-04-11 17:35:52 main:574] : INFO : Epoch 1776 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 1669.54 ms [2022-04-11 17:35:53 main:574] : INFO : Epoch 1777 | loss: 0.0311815 | val_loss: 0.0311871 | Time: 1665.95 ms [2022-04-11 17:35:55 main:574] : INFO : Epoch 1778 | loss: 0.0311823 | val_loss: 0.0311877 | Time: 1773.36 ms [2022-04-11 17:35:57 main:574] : INFO : Epoch 1779 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 1667.44 ms [2022-04-11 17:35:58 main:574] : INFO : Epoch 1780 | loss: 0.031184 | val_loss: 0.0311937 | Time: 1661.08 ms [2022-04-11 17:36:00 main:574] : INFO : Epoch 1781 | loss: 0.0311814 | val_loss: 0.0311902 | Time: 1661.08 ms [2022-04-11 17:36:02 main:574] : INFO : Epoch 1782 | loss: 0.031183 | val_loss: 0.0311957 | Time: 1656.23 ms [2022-04-11 17:36:03 main:574] : INFO : Epoch 1783 | loss: 0.0311837 | val_loss: 0.0311887 | Time: 1694.47 ms [2022-04-11 17:36:05 main:574] : INFO : Epoch 1784 | loss: 0.0311799 | val_loss: 0.0311874 | Time: 1658.82 ms [2022-04-11 17:36:07 main:574] : INFO : Epoch 1785 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 1774.03 ms [2022-04-11 17:36:08 main:574] : INFO : Epoch 1786 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 1658.18 ms [2022-04-11 17:36:10 main:574] : INFO : Epoch 1787 | loss: 0.0311828 | val_loss: 0.031187 | Time: 1675.82 ms [2022-04-11 17:36:12 main:574] : INFO : Epoch 1788 | loss: 0.0311825 | val_loss: 0.0311878 | Time: 1663.41 ms [2022-04-11 17:36:14 main:574] : INFO : Epoch 1789 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 1661.54 ms [2022-04-11 17:36:15 main:574] : INFO : Epoch 1790 | loss: 0.0311795 | val_loss: 0.0311863 | Time: 1686.42 ms [2022-04-11 17:36:17 main:574] : INFO : Epoch 1791 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 1659.33 ms [2022-04-11 17:36:19 main:574] : INFO : Epoch 1792 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 1673.06 ms [2022-04-11 17:36:20 main:574] : INFO : Epoch 1793 | loss: 0.0311793 | val_loss: 0.0311859 | Time: 1770.69 ms [2022-04-11 17:36:22 main:574] : INFO : Epoch 1794 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 1664.54 ms [2022-04-11 17:36:24 main:574] : INFO : Epoch 1795 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 1672.81 ms [2022-04-11 17:36:25 main:574] : INFO : Epoch 1796 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 1665.53 ms [2022-04-11 17:36:27 main:574] : INFO : Epoch 1797 | loss: 0.0311786 | val_loss: 0.0311862 | Time: 1647.96 ms [2022-04-11 17:36:29 main:574] : INFO : Epoch 1798 | loss: 0.0311845 | val_loss: 0.0312049 | Time: 1661.39 ms [2022-04-11 17:36:30 main:574] : INFO : Epoch 1799 | loss: 0.031184 | val_loss: 0.031187 | Time: 1656.44 ms [2022-04-11 17:36:32 main:574] : INFO : Epoch 1800 | loss: 0.0311808 | val_loss: 0.031187 | Time: 1772.86 ms [2022-04-11 17:36:34 main:574] : INFO : Epoch 1801 | loss: 0.0311795 | val_loss: 0.0311895 | Time: 1672.96 ms [2022-04-11 17:36:35 main:574] : INFO : Epoch 1802 | loss: 0.0311786 | val_loss: 0.031189 | Time: 1657.55 ms [2022-04-11 17:36:37 main:574] : INFO : Epoch 1803 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 1660.5 ms [2022-04-11 17:36:39 main:574] : INFO : Epoch 1804 | loss: 0.0311774 | val_loss: 0.0311857 | Time: 1664.66 ms [2022-04-11 17:36:41 main:574] : INFO : Epoch 1805 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 1771.25 ms [2022-04-11 17:36:42 main:574] : INFO : Epoch 1806 | loss: 0.0311822 | val_loss: 0.0311894 | Time: 1681.12 ms [2022-04-11 17:36:44 main:574] : INFO : Epoch 1807 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 1656.17 ms [2022-04-11 17:36:46 main:574] : INFO : Epoch 1808 | loss: 0.0311808 | val_loss: 0.0311894 | Time: 1785.95 ms [2022-04-11 17:36:47 main:574] : INFO : Epoch 1809 | loss: 0.0311843 | val_loss: 0.0311922 | Time: 1664.32 ms [2022-04-11 17:36:49 main:574] : INFO : Epoch 1810 | loss: 0.0311807 | val_loss: 0.0311902 | Time: 1655.37 ms [2022-04-11 17:36:51 main:574] : INFO : Epoch 1811 | loss: 0.0311801 | val_loss: 0.0311898 | Time: 1680 ms [2022-04-11 17:36:52 main:574] : INFO : Epoch 1812 | loss: 0.0311802 | val_loss: 0.0311909 | Time: 1674.71 ms [2022-04-11 17:36:54 main:574] : INFO : Epoch 1813 | loss: 0.0311801 | val_loss: 0.0311916 | Time: 1662.88 ms [2022-04-11 17:36:56 main:574] : INFO : Epoch 1814 | loss: 0.0311818 | val_loss: 0.0311912 | Time: 1679.38 ms [2022-04-11 17:36:57 main:574] : INFO : Epoch 1815 | loss: 0.0311803 | val_loss: 0.03119 | Time: 1769.66 ms [2022-04-11 17:36:59 main:574] : INFO : Epoch 1816 | loss: 0.0311801 | val_loss: 0.0311907 | Time: 1659.77 ms [2022-04-11 17:37:01 main:574] : INFO : Epoch 1817 | loss: 0.03118 | val_loss: 0.0311907 | Time: 1674.23 ms [2022-04-11 17:37:02 main:574] : INFO : Epoch 1818 | loss: 0.031181 | val_loss: 0.0311937 | Time: 1669.15 ms [2022-04-11 17:37:04 main:574] : INFO : Epoch 1819 | loss: 0.0311789 | val_loss: 0.0311911 | Time: 1665.36 ms [2022-04-11 17:37:06 main:574] : INFO : Epoch 1820 | loss: 0.0311861 | val_loss: 0.031189 | Time: 1662.44 ms [2022-04-11 17:37:08 main:574] : INFO : Epoch 1821 | loss: 0.0311826 | val_loss: 0.0311907 | Time: 1670.84 ms [2022-04-11 17:37:09 main:574] : INFO : Epoch 1822 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 1798.39 ms [2022-04-11 17:37:11 main:574] : INFO : Epoch 1823 | loss: 0.0311816 | val_loss: 0.0311883 | Time: 1658.6 ms [2022-04-11 17:37:13 main:574] : INFO : Epoch 1824 | loss: 0.0311801 | val_loss: 0.0311888 | Time: 1670.93 ms [2022-04-11 17:37:14 main:574] : INFO : Epoch 1825 | loss: 0.0311788 | val_loss: 0.0311897 | Time: 1699.18 ms [2022-04-11 17:37:16 main:574] : INFO : Epoch 1826 | loss: 0.0311794 | val_loss: 0.0311887 | Time: 1692.54 ms [2022-04-11 17:37:18 main:574] : INFO : Epoch 1827 | loss: 0.031179 | val_loss: 0.0311884 | Time: 1680.67 ms [2022-04-11 17:37:19 main:574] : INFO : Epoch 1828 | loss: 0.0311798 | val_loss: 0.0311874 | Time: 1662.7 ms [2022-04-11 17:37:21 main:574] : INFO : Epoch 1829 | loss: 0.0311891 | val_loss: 0.0312117 | Time: 1796.96 ms [2022-04-11 17:37:23 main:574] : INFO : Epoch 1830 | loss: 0.0311919 | val_loss: 0.0312008 | Time: 1679.87 ms [2022-04-11 17:37:25 main:574] : INFO : Epoch 1831 | loss: 0.0311867 | val_loss: 0.0311894 | Time: 1671.41 ms [2022-04-11 17:37:26 main:574] : INFO : Epoch 1832 | loss: 0.0311855 | val_loss: 0.031195 | Time: 1681.47 ms [2022-04-11 17:37:28 main:574] : INFO : Epoch 1833 | loss: 0.0311806 | val_loss: 0.0311881 | Time: 1664.31 ms [2022-04-11 17:37:30 main:574] : INFO : Epoch 1834 | loss: 0.0311783 | val_loss: 0.0311902 | Time: 1671.66 ms [2022-04-11 17:37:31 main:574] : INFO : Epoch 1835 | loss: 0.0311798 | val_loss: 0.0311879 | Time: 1663.46 ms [2022-04-11 17:37:33 main:574] : INFO : Epoch 1836 | loss: 0.0311805 | val_loss: 0.031188 | Time: 1778.71 ms [2022-04-11 17:37:35 main:574] : INFO : Epoch 1837 | loss: 0.0311804 | val_loss: 0.0311962 | Time: 1678.4 ms [2022-04-11 17:37:36 main:574] : INFO : Epoch 1838 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 1671.83 ms [2022-04-11 17:37:38 main:574] : INFO : Epoch 1839 | loss: 0.0311798 | val_loss: 0.0311895 | Time: 1658.33 ms [2022-04-11 17:37:40 main:574] : INFO : Epoch 1840 | loss: 0.0311796 | val_loss: 0.0311883 | Time: 1672.71 ms [2022-04-11 17:37:41 main:574] : INFO : Epoch 1841 | loss: 0.0311785 | val_loss: 0.0311885 | Time: 1673.41 ms [2022-04-11 17:37:43 main:574] : INFO : Epoch 1842 | loss: 0.0311828 | val_loss: 0.031186 | Time: 1682.62 ms [2022-04-11 17:37:45 main:574] : INFO : Epoch 1843 | loss: 0.0311817 | val_loss: 0.031185 | Time: 1672.82 ms [2022-04-11 17:37:47 main:574] : INFO : Epoch 1844 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 1772.67 ms [2022-04-11 17:37:48 main:574] : INFO : Epoch 1845 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 1689.44 ms [2022-04-11 17:37:50 main:574] : INFO : Epoch 1846 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 1673.96 ms [2022-04-11 17:37:52 main:574] : INFO : Epoch 1847 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 1664.07 ms [2022-04-11 17:37:53 main:574] : INFO : Epoch 1848 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 1677.73 ms [2022-04-11 17:37:55 main:574] : INFO : Epoch 1849 | loss: 0.0311818 | val_loss: 0.031187 | Time: 1662.1 ms [2022-04-11 17:37:57 main:574] : INFO : Epoch 1850 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 1674.18 ms [2022-04-11 17:37:58 main:574] : INFO : Epoch 1851 | loss: 0.0311787 | val_loss: 0.0311871 | Time: 1677.77 ms [2022-04-11 17:38:00 main:574] : INFO : Epoch 1852 | loss: 0.0311798 | val_loss: 0.0311873 | Time: 1653.63 ms [2022-04-11 17:38:02 main:574] : INFO : Epoch 1853 | loss: 0.0311781 | val_loss: 0.0311881 | Time: 1788.26 ms [2022-04-11 17:38:03 main:574] : INFO : Epoch 1854 | loss: 0.0311785 | val_loss: 0.0311875 | Time: 1670.35 ms [2022-04-11 17:38:05 main:574] : INFO : Epoch 1855 | loss: 0.0311781 | val_loss: 0.0311864 | Time: 1657.97 ms [2022-04-11 17:38:07 main:574] : INFO : Epoch 1856 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 1658.84 ms [2022-04-11 17:38:08 main:574] : INFO : Epoch 1857 | loss: 0.0311788 | val_loss: 0.0311922 | Time: 1669.87 ms [2022-04-11 17:38:10 main:574] : INFO : Epoch 1858 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 1660 ms [2022-04-11 17:38:12 main:574] : INFO : Epoch 1859 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1785.36 ms [2022-04-11 17:38:14 main:574] : INFO : Epoch 1860 | loss: 0.0311804 | val_loss: 0.0311871 | Time: 1663.3 ms [2022-04-11 17:38:15 main:574] : INFO : Epoch 1861 | loss: 0.0311792 | val_loss: 0.0311869 | Time: 1673.4 ms [2022-04-11 17:38:17 main:574] : INFO : Epoch 1862 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 1656.72 ms [2022-04-11 17:38:19 main:574] : INFO : Epoch 1863 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 1679.17 ms [2022-04-11 17:38:20 main:574] : INFO : Epoch 1864 | loss: 0.0311783 | val_loss: 0.0311867 | Time: 1684.75 ms [2022-04-11 17:38:22 main:574] : INFO : Epoch 1865 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 1660.75 ms [2022-04-11 17:38:24 main:574] : INFO : Epoch 1866 | loss: 0.0311792 | val_loss: 0.0311875 | Time: 1675.81 ms [2022-04-11 17:38:25 main:574] : INFO : Epoch 1867 | loss: 0.0311778 | val_loss: 0.0311892 | Time: 1761.64 ms [2022-04-11 17:38:27 main:574] : INFO : Epoch 1868 | loss: 0.0311782 | val_loss: 0.0311897 | Time: 1661 ms [2022-04-11 17:38:29 main:574] : INFO : Epoch 1869 | loss: 0.0311784 | val_loss: 0.0311895 | Time: 1665.01 ms [2022-04-11 17:38:30 main:574] : INFO : Epoch 1870 | loss: 0.03118 | val_loss: 0.0311873 | Time: 1671.37 ms [2022-04-11 17:38:32 main:574] : INFO : Epoch 1871 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 1657.11 ms [2022-04-11 17:38:34 main:574] : INFO : Epoch 1872 | loss: 0.0311783 | val_loss: 0.0311915 | Time: 1671.28 ms [2022-04-11 17:38:35 main:574] : INFO : Epoch 1873 | loss: 0.031181 | val_loss: 0.0311886 | Time: 1670.33 ms [2022-04-11 17:38:37 main:574] : INFO : Epoch 1874 | loss: 0.031178 | val_loss: 0.0311863 | Time: 1655.95 ms [2022-04-11 17:38:39 main:574] : INFO : Epoch 1875 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 1783.65 ms [2022-04-11 17:38:41 main:574] : INFO : Epoch 1876 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 1663.86 ms [2022-04-11 17:38:42 main:574] : INFO : Epoch 1877 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 1676.45 ms [2022-04-11 17:38:44 main:574] : INFO : Epoch 1878 | loss: 0.0311793 | val_loss: 0.0311874 | Time: 1672.67 ms [2022-04-11 17:38:46 main:574] : INFO : Epoch 1879 | loss: 0.0311782 | val_loss: 0.0311872 | Time: 1691.63 ms [2022-04-11 17:38:47 main:574] : INFO : Epoch 1880 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 1661.69 ms [2022-04-11 17:38:49 main:574] : INFO : Epoch 1881 | loss: 0.0311779 | val_loss: 0.0311884 | Time: 1671.19 ms [2022-04-11 17:38:51 main:574] : INFO : Epoch 1882 | loss: 0.0311774 | val_loss: 0.0311875 | Time: 1672.8 ms [2022-04-11 17:38:52 main:574] : INFO : Epoch 1883 | loss: 0.0311781 | val_loss: 0.031189 | Time: 1777.75 ms [2022-04-11 17:38:54 main:574] : INFO : Epoch 1884 | loss: 0.0311787 | val_loss: 0.0311877 | Time: 1656.96 ms [2022-04-11 17:38:56 main:574] : INFO : Epoch 1885 | loss: 0.0311782 | val_loss: 0.031186 | Time: 1669.8 ms [2022-04-11 17:38:57 main:574] : INFO : Epoch 1886 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 1644.49 ms [2022-04-11 17:38:59 main:574] : INFO : Epoch 1887 | loss: 0.0311802 | val_loss: 0.0311882 | Time: 1670.68 ms [2022-04-11 17:39:01 main:574] : INFO : Epoch 1888 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 1676.34 ms [2022-04-11 17:39:02 main:574] : INFO : Epoch 1889 | loss: 0.0311829 | val_loss: 0.0311992 | Time: 1666.76 ms [2022-04-11 17:39:04 main:574] : INFO : Epoch 1890 | loss: 0.0311934 | val_loss: 0.0311897 | Time: 1666.21 ms [2022-04-11 17:39:06 main:574] : INFO : Epoch 1891 | loss: 0.0311829 | val_loss: 0.0311932 | Time: 1770.27 ms [2022-04-11 17:39:08 main:574] : INFO : Epoch 1892 | loss: 0.0311816 | val_loss: 0.0311877 | Time: 1695.91 ms [2022-04-11 17:39:09 main:574] : INFO : Epoch 1893 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 1683.26 ms [2022-04-11 17:39:11 main:574] : INFO : Epoch 1894 | loss: 0.0311807 | val_loss: 0.0311904 | Time: 1646.66 ms [2022-04-11 17:39:13 main:574] : INFO : Epoch 1895 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 1668.23 ms [2022-04-11 17:39:14 main:574] : INFO : Epoch 1896 | loss: 0.0311811 | val_loss: 0.0311871 | Time: 1671.52 ms [2022-04-11 17:39:16 main:574] : INFO : Epoch 1897 | loss: 0.0311812 | val_loss: 0.031186 | Time: 1662.88 ms [2022-04-11 17:39:18 main:574] : INFO : Epoch 1898 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 1674.24 ms [2022-04-11 17:39:19 main:574] : INFO : Epoch 1899 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 1695.72 ms [2022-04-11 17:39:21 main:574] : INFO : Epoch 1900 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 1785.43 ms [2022-04-11 17:39:23 main:574] : INFO : Epoch 1901 | loss: 0.0311791 | val_loss: 0.0311852 | Time: 1661.05 ms [2022-04-11 17:39:24 main:574] : INFO : Epoch 1902 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1676.84 ms [2022-04-11 17:39:26 main:574] : INFO : Epoch 1903 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 1667.48 ms [2022-04-11 17:39:28 main:574] : INFO : Epoch 1904 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 1658.2 ms [2022-04-11 17:39:29 main:574] : INFO : Epoch 1905 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 1668.74 ms [2022-04-11 17:39:31 main:574] : INFO : Epoch 1906 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 1643.4 ms [2022-04-11 17:39:33 main:574] : INFO : Epoch 1907 | loss: 0.0311791 | val_loss: 0.0311854 | Time: 1669.78 ms [2022-04-11 17:39:34 main:574] : INFO : Epoch 1908 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1709.43 ms [2022-04-11 17:39:36 main:574] : INFO : Epoch 1909 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 1658.88 ms [2022-04-11 17:39:38 main:574] : INFO : Epoch 1910 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 1785.34 ms [2022-04-11 17:39:40 main:574] : INFO : Epoch 1911 | loss: 0.0311791 | val_loss: 0.031185 | Time: 1675.42 ms [2022-04-11 17:39:41 main:574] : INFO : Epoch 1912 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 1666.56 ms [2022-04-11 17:39:43 main:574] : INFO : Epoch 1913 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 1654.29 ms [2022-04-11 17:39:45 main:574] : INFO : Epoch 1914 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 1661.51 ms [2022-04-11 17:39:46 main:574] : INFO : Epoch 1915 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 1687.75 ms [2022-04-11 17:39:48 main:574] : INFO : Epoch 1916 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1658.52 ms [2022-04-11 17:39:50 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 1670.99 ms [2022-04-11 17:39:51 main:574] : INFO : Epoch 1918 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1784.87 ms [2022-04-11 17:39:53 main:574] : INFO : Epoch 1919 | loss: 0.0311792 | val_loss: 0.0311907 | Time: 1671.25 ms [2022-04-11 17:39:55 main:574] : INFO : Epoch 1920 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 1677.14 ms [2022-04-11 17:39:56 main:574] : INFO : Epoch 1921 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 1674.01 ms [2022-04-11 17:39:58 main:574] : INFO : Epoch 1922 | loss: 0.0311795 | val_loss: 0.0311906 | Time: 1657.12 ms [2022-04-11 17:40:00 main:574] : INFO : Epoch 1923 | loss: 0.031184 | val_loss: 0.0311868 | Time: 1662.73 ms [2022-04-11 17:40:01 main:574] : INFO : Epoch 1924 | loss: 0.0311802 | val_loss: 0.0311856 | Time: 1667.21 ms [2022-04-11 17:40:03 main:574] : INFO : Epoch 1925 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 1661.5 ms [2022-04-11 17:40:05 main:574] : INFO : Epoch 1926 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 1671.07 ms [2022-04-11 17:40:06 main:574] : INFO : Epoch 1927 | loss: 0.0311812 | val_loss: 0.0311881 | Time: 1673.73 ms [2022-04-11 17:40:08 main:574] : INFO : Epoch 1928 | loss: 0.0311782 | val_loss: 0.0311871 | Time: 1652.96 ms [2022-04-11 17:40:10 main:574] : INFO : Epoch 1929 | loss: 0.0311785 | val_loss: 0.0311847 | Time: 1771.77 ms [2022-04-11 17:40:12 main:574] : INFO : Epoch 1930 | loss: 0.0311784 | val_loss: 0.0311854 | Time: 1617.99 ms [2022-04-11 17:40:13 main:574] : INFO : Epoch 1931 | loss: 0.0311783 | val_loss: 0.031187 | Time: 1580.77 ms [2022-04-11 17:40:15 main:574] : INFO : Epoch 1932 | loss: 0.0311777 | val_loss: 0.0311914 | Time: 1577.49 ms [2022-04-11 17:40:16 main:574] : INFO : Epoch 1933 | loss: 0.031179 | val_loss: 0.0311903 | Time: 1557.78 ms [2022-04-11 17:40:18 main:574] : INFO : Epoch 1934 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1644.88 ms [2022-04-11 17:40:20 main:574] : INFO : Epoch 1935 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 1719.77 ms [2022-04-11 17:40:21 main:574] : INFO : Epoch 1936 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 1673.52 ms [2022-04-11 17:40:23 main:574] : INFO : Epoch 1937 | loss: 0.031181 | val_loss: 0.0311881 | Time: 1649.81 ms [2022-04-11 17:40:25 main:574] : INFO : Epoch 1938 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 1661.99 ms [2022-04-11 17:40:26 main:574] : INFO : Epoch 1939 | loss: 0.0311771 | val_loss: 0.0311849 | Time: 1687.18 ms [2022-04-11 17:40:28 main:574] : INFO : Epoch 1940 | loss: 0.0311766 | val_loss: 0.0311863 | Time: 1664.58 ms [2022-04-11 17:40:30 main:574] : INFO : Epoch 1941 | loss: 0.0311775 | val_loss: 0.0311881 | Time: 1777.03 ms [2022-04-11 17:40:31 main:574] : INFO : Epoch 1942 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 1658.83 ms [2022-04-11 17:40:33 main:574] : INFO : Epoch 1943 | loss: 0.0311773 | val_loss: 0.0311867 | Time: 1650.87 ms [2022-04-11 17:40:35 main:574] : INFO : Epoch 1944 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 1659.19 ms [2022-04-11 17:40:36 main:574] : INFO : Epoch 1945 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 1653.05 ms [2022-04-11 17:40:38 main:574] : INFO : Epoch 1946 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 1647.93 ms [2022-04-11 17:40:40 main:574] : INFO : Epoch 1947 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 1664.58 ms [2022-04-11 17:40:41 main:574] : INFO : Epoch 1948 | loss: 0.0311781 | val_loss: 0.0311879 | Time: 1655.11 ms [2022-04-11 17:40:43 main:574] : INFO : Epoch 1949 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 1651.47 ms [2022-04-11 17:40:45 main:574] : INFO : Epoch 1950 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 1664.9 ms [2022-04-11 17:40:46 main:574] : INFO : Epoch 1951 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 1729.71 ms [2022-04-11 17:40:48 main:574] : INFO : Epoch 1952 | loss: 0.0311774 | val_loss: 0.0311901 | Time: 1771.51 ms [2022-04-11 17:40:50 main:574] : INFO : Epoch 1953 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 1671.52 ms [2022-04-11 17:40:52 main:574] : INFO : Epoch 1954 | loss: 0.0311768 | val_loss: 0.0311915 | Time: 1668.2 ms [2022-04-11 17:40:53 main:574] : INFO : Epoch 1955 | loss: 0.0311778 | val_loss: 0.031188 | Time: 1659.98 ms [2022-04-11 17:40:55 main:574] : INFO : Epoch 1956 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 1663.22 ms [2022-04-11 17:40:57 main:574] : INFO : Epoch 1957 | loss: 0.0311764 | val_loss: 0.0311874 | Time: 1658.63 ms [2022-04-11 17:40:58 main:574] : INFO : Epoch 1958 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 1664.78 ms [2022-04-11 17:41:00 main:574] : INFO : Epoch 1959 | loss: 0.0311771 | val_loss: 0.0311863 | Time: 1655.85 ms [2022-04-11 17:41:02 main:574] : INFO : Epoch 1960 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1665.8 ms [2022-04-11 17:41:03 main:574] : INFO : Epoch 1961 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 1664.71 ms [2022-04-11 17:41:05 main:574] : INFO : Epoch 1962 | loss: 0.0311798 | val_loss: 0.0311858 | Time: 1669.91 ms [2022-04-11 17:41:07 main:574] : INFO : Epoch 1963 | loss: 0.0311796 | val_loss: 0.0311881 | Time: 1667.01 ms [2022-04-11 17:41:08 main:574] : INFO : Epoch 1964 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 1777.13 ms [2022-04-11 17:41:10 main:574] : INFO : Epoch 1965 | loss: 0.0311784 | val_loss: 0.0311855 | Time: 1654.05 ms [2022-04-11 17:41:12 main:574] : INFO : Epoch 1966 | loss: 0.0311817 | val_loss: 0.0311989 | Time: 1657.62 ms [2022-04-11 17:41:13 main:574] : INFO : Epoch 1967 | loss: 0.031182 | val_loss: 0.0311859 | Time: 1678.84 ms [2022-04-11 17:41:15 main:574] : INFO : Epoch 1968 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 1661.37 ms [2022-04-11 17:41:17 main:574] : INFO : Epoch 1969 | loss: 0.0311772 | val_loss: 0.0311903 | Time: 1659.25 ms [2022-04-11 17:41:18 main:574] : INFO : Epoch 1970 | loss: 0.0311786 | val_loss: 0.0311865 | Time: 1664.8 ms [2022-04-11 17:41:20 main:574] : INFO : Epoch 1971 | loss: 0.0311773 | val_loss: 0.0311868 | Time: 1654.86 ms [2022-04-11 17:41:22 main:574] : INFO : Epoch 1972 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 1687.41 ms [2022-04-11 17:41:23 main:574] : INFO : Epoch 1973 | loss: 0.0311777 | val_loss: 0.0311934 | Time: 1661.24 ms [2022-04-11 17:41:25 main:574] : INFO : Epoch 1974 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 1650.47 ms [2022-04-11 17:41:27 main:574] : INFO : Epoch 1975 | loss: 0.0311774 | val_loss: 0.031187 | Time: 1668.43 ms [2022-04-11 17:41:28 main:574] : INFO : Epoch 1976 | loss: 0.0311766 | val_loss: 0.0311882 | Time: 1775.13 ms [2022-04-11 17:41:30 main:574] : INFO : Epoch 1977 | loss: 0.0311792 | val_loss: 0.031185 | Time: 1665.46 ms [2022-04-11 17:41:32 main:574] : INFO : Epoch 1978 | loss: 0.0311776 | val_loss: 0.0311878 | Time: 1669.05 ms [2022-04-11 17:41:34 main:574] : INFO : Epoch 1979 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 1787.64 ms [2022-04-11 17:41:35 main:574] : INFO : Epoch 1980 | loss: 0.0311771 | val_loss: 0.0311912 | Time: 1700.53 ms [2022-04-11 17:41:37 main:574] : INFO : Epoch 1981 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 1650.49 ms [2022-04-11 17:41:39 main:574] : INFO : Epoch 1982 | loss: 0.0311768 | val_loss: 0.0311845 | Time: 1665.44 ms [2022-04-11 17:41:40 main:574] : INFO : Epoch 1983 | loss: 0.031177 | val_loss: 0.0311845 | Time: 1659.71 ms [2022-04-11 17:41:42 main:574] : INFO : Epoch 1984 | loss: 0.0311775 | val_loss: 0.0311855 | Time: 1664 ms [2022-04-11 17:41:44 main:574] : INFO : Epoch 1985 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1670.58 ms [2022-04-11 17:41:45 main:574] : INFO : Epoch 1986 | loss: 0.0311767 | val_loss: 0.031185 | Time: 1666.22 ms [2022-04-11 17:41:47 main:574] : INFO : Epoch 1987 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 1775.07 ms [2022-04-11 17:41:49 main:574] : INFO : Epoch 1988 | loss: 0.0311792 | val_loss: 0.0311845 | Time: 1661.57 ms [2022-04-11 17:41:50 main:574] : INFO : Epoch 1989 | loss: 0.0311771 | val_loss: 0.031184 | Time: 1670.78 ms [2022-04-11 17:41:52 main:574] : INFO : Epoch 1990 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1676.89 ms [2022-04-11 17:41:54 main:574] : INFO : Epoch 1991 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 1651.71 ms [2022-04-11 17:41:55 main:574] : INFO : Epoch 1992 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 1664.57 ms [2022-04-11 17:41:57 main:574] : INFO : Epoch 1993 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 1655.05 ms [2022-04-11 17:41:59 main:574] : INFO : Epoch 1994 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 1647.29 ms [2022-04-11 17:42:00 main:574] : INFO : Epoch 1995 | loss: 0.0311846 | val_loss: 0.031193 | Time: 1658.56 ms [2022-04-11 17:42:02 main:574] : INFO : Epoch 1996 | loss: 0.0311836 | val_loss: 0.0311836 | Time: 1648.97 ms [2022-04-11 17:42:04 main:574] : INFO : Epoch 1997 | loss: 0.0311812 | val_loss: 0.0311835 | Time: 1662.51 ms [2022-04-11 17:42:05 main:574] : INFO : Epoch 1998 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 1668.86 ms [2022-04-11 17:42:07 main:574] : INFO : Epoch 1999 | loss: 0.0311812 | val_loss: 0.031184 | Time: 1779.2 ms [2022-04-11 17:42:09 main:574] : INFO : Epoch 2000 | loss: 0.0311806 | val_loss: 0.0311842 | Time: 1666.76 ms [2022-04-11 17:42:11 main:574] : INFO : Epoch 2001 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 1666.21 ms [2022-04-11 17:42:12 main:574] : INFO : Epoch 2002 | loss: 0.0311819 | val_loss: 0.031185 | Time: 1667.57 ms [2022-04-11 17:42:14 main:574] : INFO : Epoch 2003 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1669.8 ms [2022-04-11 17:42:16 main:574] : INFO : Epoch 2004 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 1679.97 ms [2022-04-11 17:42:17 main:574] : INFO : Epoch 2005 | loss: 0.0311809 | val_loss: 0.031188 | Time: 1687.63 ms [2022-04-11 17:42:19 main:574] : INFO : Epoch 2006 | loss: 0.031186 | val_loss: 0.0311999 | Time: 1655.18 ms [2022-04-11 17:42:21 main:574] : INFO : Epoch 2007 | loss: 0.0311881 | val_loss: 0.0311861 | Time: 1673.02 ms [2022-04-11 17:42:22 main:574] : INFO : Epoch 2008 | loss: 0.0311818 | val_loss: 0.0311848 | Time: 1665.31 ms [2022-04-11 17:42:24 main:574] : INFO : Epoch 2009 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 1666.93 ms [2022-04-11 17:42:26 main:574] : INFO : Epoch 2010 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 1669.92 ms [2022-04-11 17:42:27 main:574] : INFO : Epoch 2011 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 1785.45 ms [2022-04-11 17:42:29 main:574] : INFO : Epoch 2012 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 1669.02 ms [2022-04-11 17:42:31 main:574] : INFO : Epoch 2013 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 1663.12 ms [2022-04-11 17:42:32 main:574] : INFO : Epoch 2014 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 1666.16 ms [2022-04-11 17:42:34 main:574] : INFO : Epoch 2015 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 1663.4 ms [2022-04-11 17:42:36 main:574] : INFO : Epoch 2016 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 1654.04 ms [2022-04-11 17:42:37 main:574] : INFO : Epoch 2017 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 1662.49 ms [2022-04-11 17:42:39 main:574] : INFO : Epoch 2018 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 1667.5 ms [2022-04-11 17:42:41 main:574] : INFO : Epoch 2019 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 1663.52 ms [2022-04-11 17:42:42 main:574] : INFO : Epoch 2020 | loss: 0.0311819 | val_loss: 0.0311826 | Time: 1662.32 ms [2022-04-11 17:42:44 main:574] : INFO : Epoch 2021 | loss: 0.031183 | val_loss: 0.0311818 | Time: 1660.84 ms [2022-04-11 17:42:46 main:574] : INFO : Epoch 2022 | loss: 0.031182 | val_loss: 0.0311856 | Time: 1671.63 ms [2022-04-11 17:42:48 main:574] : INFO : Epoch 2023 | loss: 0.0311835 | val_loss: 0.0311828 | Time: 1770.24 ms [2022-04-11 17:42:49 main:574] : INFO : Epoch 2024 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 1667.24 ms [2022-04-11 17:42:51 main:574] : INFO : Epoch 2025 | loss: 0.0311867 | val_loss: 0.0311864 | Time: 1670.42 ms [2022-04-11 17:42:53 main:574] : INFO : Epoch 2026 | loss: 0.0311892 | val_loss: 0.0311886 | Time: 1667.75 ms [2022-04-11 17:42:54 main:574] : INFO : Epoch 2027 | loss: 0.0311895 | val_loss: 0.0311864 | Time: 1654.35 ms [2022-04-11 17:42:56 main:574] : INFO : Epoch 2028 | loss: 0.0311882 | val_loss: 0.0311978 | Time: 1664.03 ms [2022-04-11 17:42:58 main:574] : INFO : Epoch 2029 | loss: 0.0311973 | val_loss: 0.0311998 | Time: 1666.61 ms [2022-04-11 17:42:59 main:574] : INFO : Epoch 2030 | loss: 0.0311948 | val_loss: 0.031187 | Time: 1660.44 ms [2022-04-11 17:43:01 main:574] : INFO : Epoch 2031 | loss: 0.0311914 | val_loss: 0.0311898 | Time: 1655.08 ms [2022-04-11 17:43:03 main:574] : INFO : Epoch 2032 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 1670.04 ms [2022-04-11 17:43:04 main:574] : INFO : Epoch 2033 | loss: 0.0311889 | val_loss: 0.0311863 | Time: 1674.61 ms [2022-04-11 17:43:06 main:574] : INFO : Epoch 2034 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 1661.79 ms [2022-04-11 17:43:08 main:574] : INFO : Epoch 2035 | loss: 0.0311871 | val_loss: 0.0311864 | Time: 1771.31 ms [2022-04-11 17:43:09 main:574] : INFO : Epoch 2036 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 1675.78 ms [2022-04-11 17:43:11 main:574] : INFO : Epoch 2037 | loss: 0.0311873 | val_loss: 0.0311857 | Time: 1641.22 ms [2022-04-11 17:43:13 main:574] : INFO : Epoch 2038 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 1670.17 ms [2022-04-11 17:43:14 main:574] : INFO : Epoch 2039 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 1671.11 ms [2022-04-11 17:43:16 main:574] : INFO : Epoch 2040 | loss: 0.0311885 | val_loss: 0.031186 | Time: 1649.63 ms [2022-04-11 17:43:18 main:574] : INFO : Epoch 2041 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 1660.33 ms [2022-04-11 17:43:19 main:574] : INFO : Epoch 2042 | loss: 0.0311872 | val_loss: 0.0311912 | Time: 1673.6 ms [2022-04-11 17:43:21 main:574] : INFO : Epoch 2043 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 1662.68 ms [2022-04-11 17:43:23 main:574] : INFO : Epoch 2044 | loss: 0.0311878 | val_loss: 0.0311853 | Time: 1661.38 ms [2022-04-11 17:43:24 main:574] : INFO : Epoch 2045 | loss: 0.0311871 | val_loss: 0.0311874 | Time: 1672.57 ms [2022-04-11 17:43:26 main:574] : INFO : Epoch 2046 | loss: 0.0311865 | val_loss: 0.0311863 | Time: 1665.81 ms [2022-04-11 17:43:28 main:574] : INFO : Epoch 2047 | loss: 0.0311861 | val_loss: 0.0311874 | Time: 1773.8 ms [2022-04-11 17:43:29 main:574] : INFO : Epoch 2048 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 1668.83 ms [2022-04-11 17:43:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311847 [2022-04-11 17:43:29 main:603] : INFO : Saving end state to config to file [2022-04-11 17:43:29 main:608] : INFO : Success, exiting.. 17:43:29 (6204): 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)