Task 13283832
| Name | ParityModified-1647043641-2172-1-0_0 |
| Workunit | 10400051 |
| Created | 16 Mar 2022, 16:08:28 UTC |
| Sent | 22 Mar 2022, 19:08:25 UTC |
| Report deadline | 30 Mar 2022, 19:08:25 UTC |
| Received | 25 Mar 2022, 18:13:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 5 min 10 sec |
| CPU time | 1 hours 1 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 5:41 main:574] : INFO : Epoch 1567 | loss: 0.0311624 | val_loss: 0.0311784 | Time: 1802.16 ms [2022-03-25 11:05:43 main:574] : INFO : Epoch 1568 | loss: 0.0311623 | val_loss: 0.0311834 | Time: 1802.15 ms [2022-03-25 11:05:44 main:574] : INFO : Epoch 1569 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 1781.48 ms [2022-03-25 11:05:46 main:574] : INFO : Epoch 1570 | loss: 0.0311625 | val_loss: 0.03118 | Time: 1799.12 ms [2022-03-25 11:05:48 main:574] : INFO : Epoch 1571 | loss: 0.0311635 | val_loss: 0.0311797 | Time: 1805.01 ms [2022-03-25 11:05:50 main:574] : INFO : Epoch 1572 | loss: 0.0311626 | val_loss: 0.0311782 | Time: 1805.65 ms [2022-03-25 11:05:52 main:574] : INFO : Epoch 1573 | loss: 0.031164 | val_loss: 0.0311808 | Time: 1810.57 ms [2022-03-25 11:05:53 main:574] : INFO : Epoch 1574 | loss: 0.0311627 | val_loss: 0.0311848 | Time: 1805 ms [2022-03-25 11:05:55 main:574] : INFO : Epoch 1575 | loss: 0.031171 | val_loss: 0.0311826 | Time: 1794.99 ms [2022-03-25 11:05:57 main:574] : INFO : Epoch 1576 | loss: 0.0311634 | val_loss: 0.0311803 | Time: 1800.49 ms [2022-03-25 11:05:59 main:574] : INFO : Epoch 1577 | loss: 0.0311605 | val_loss: 0.0311793 | Time: 1805.41 ms [2022-03-25 11:06:01 main:574] : INFO : Epoch 1578 | loss: 0.0311597 | val_loss: 0.0311804 | Time: 1804.6 ms [2022-03-25 11:06:02 main:574] : INFO : Epoch 1579 | loss: 0.0311597 | val_loss: 0.0311827 | Time: 1821.31 ms [2022-03-25 11:06:04 main:574] : INFO : Epoch 1580 | loss: 0.031161 | val_loss: 0.031181 | Time: 1800.33 ms [2022-03-25 11:06:06 main:574] : INFO : Epoch 1581 | loss: 0.0311602 | val_loss: 0.0311802 | Time: 1807.67 ms [2022-03-25 11:06:08 main:574] : INFO : Epoch 1582 | loss: 0.0311624 | val_loss: 0.0311799 | Time: 1805.2 ms [2022-03-25 11:06:10 main:574] : INFO : Epoch 1583 | loss: 0.0311634 | val_loss: 0.0311797 | Time: 1802.22 ms [2022-03-25 11:06:12 main:574] : INFO : Epoch 1584 | loss: 0.0311627 | val_loss: 0.031182 | Time: 1805.61 ms [2022-03-25 11:06:13 main:574] : INFO : Epoch 1585 | loss: 0.0311648 | val_loss: 0.0311786 | Time: 1805.74 ms [2022-03-25 11:06:15 main:574] : INFO : Epoch 1586 | loss: 0.0311619 | val_loss: 0.0311823 | Time: 1809.49 ms [2022-03-25 11:06:17 main:574] : INFO : Epoch 1587 | loss: 0.0311612 | val_loss: 0.031179 | Time: 1803.58 ms [2022-03-25 11:06:19 main:574] : INFO : Epoch 1588 | loss: 0.0311621 | val_loss: 0.0311813 | Time: 1800.39 ms [2022-03-25 11:06:21 main:574] : INFO : Epoch 1589 | loss: 0.0311617 | val_loss: 0.0311839 | Time: 1805.1 ms [2022-03-25 11:06:22 main:574] : INFO : Epoch 1590 | loss: 0.0311644 | val_loss: 0.0311848 | Time: 1798.62 ms [2022-03-25 11:06:24 main:574] : INFO : Epoch 1591 | loss: 0.0311721 | val_loss: 0.0311926 | Time: 1800.21 ms [2022-03-25 11:06:26 main:574] : INFO : Epoch 1592 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 1815.68 ms [2022-03-25 11:06:28 main:574] : INFO : Epoch 1593 | loss: 0.0311597 | val_loss: 0.0311813 | Time: 1805.09 ms [2022-03-25 11:06:30 main:574] : INFO : Epoch 1594 | loss: 0.0311598 | val_loss: 0.0311798 | Time: 1802.18 ms [2022-03-25 11:06:32 main:574] : INFO : Epoch 1595 | loss: 0.0311587 | val_loss: 0.0311809 | Time: 1796.06 ms [2022-03-25 11:06:33 main:574] : INFO : Epoch 1596 | loss: 0.0311594 | val_loss: 0.0311791 | Time: 1794.44 ms [2022-03-25 11:06:35 main:574] : INFO : Epoch 1597 | loss: 0.03116 | val_loss: 0.0311786 | Time: 1800.66 ms [2022-03-25 11:06:37 main:574] : INFO : Epoch 1598 | loss: 0.0311591 | val_loss: 0.0311836 | Time: 1809.53 ms [2022-03-25 11:06:39 main:574] : INFO : Epoch 1599 | loss: 0.0311612 | val_loss: 0.0311811 | Time: 1789.7 ms [2022-03-25 11:06:41 main:574] : INFO : Epoch 1600 | loss: 0.0311623 | val_loss: 0.0311842 | Time: 1806.88 ms [2022-03-25 11:06:42 main:574] : INFO : Epoch 1601 | loss: 0.0311626 | val_loss: 0.031182 | Time: 1794.74 ms [2022-03-25 11:06:44 main:574] : INFO : Epoch 1602 | loss: 0.0311621 | val_loss: 0.0311807 | Time: 1800.19 ms [2022-03-25 11:06:46 main:574] : INFO : Epoch 1603 | loss: 0.0311624 | val_loss: 0.0311801 | Time: 1799.33 ms [2022-03-25 11:06:48 main:574] : INFO : Epoch 1604 | loss: 0.0311598 | val_loss: 0.0311779 | Time: 1807.01 ms [2022-03-25 11:06:50 main:574] : INFO : Epoch 1605 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 1804.27 ms [2022-03-25 11:06:52 main:574] : INFO : Epoch 1606 | loss: 0.0311575 | val_loss: 0.0311787 | Time: 1807.44 ms [2022-03-25 11:06:53 main:574] : INFO : Epoch 1607 | loss: 0.03116 | val_loss: 0.0311835 | Time: 1798.17 ms [2022-03-25 11:06:55 main:574] : INFO : Epoch 1608 | loss: 0.0311593 | val_loss: 0.0311819 | Time: 1810.58 ms [2022-03-25 11:06:57 main:574] : INFO : Epoch 1609 | loss: 0.031158 | val_loss: 0.0311793 | Time: 1804.36 ms [2022-03-25 11:06:59 main:574] : INFO : Epoch 1610 | loss: 0.0311605 | val_loss: 0.0311806 | Time: 1806.39 ms [2022-03-25 11:07:01 main:574] : INFO : Epoch 1611 | loss: 0.0311605 | val_loss: 0.0311772 | Time: 1802.22 ms [2022-03-25 11:07:02 main:574] : INFO : Epoch 1612 | loss: 0.0311593 | val_loss: 0.031187 | Time: 1811.89 ms [2022-03-25 11:07:04 main:574] : INFO : Epoch 1613 | loss: 0.0311621 | val_loss: 0.0311798 | Time: 1802.05 ms [2022-03-25 11:07:06 main:574] : INFO : Epoch 1614 | loss: 0.0311635 | val_loss: 0.0311796 | Time: 1815.29 ms [2022-03-25 11:07:08 main:574] : INFO : Epoch 1615 | loss: 0.031163 | val_loss: 0.0311848 | Time: 1803.17 ms [2022-03-25 11:07:10 main:574] : INFO : Epoch 1616 | loss: 0.0311611 | val_loss: 0.0311801 | Time: 1810.33 ms [2022-03-25 11:07:12 main:574] : INFO : Epoch 1617 | loss: 0.0311592 | val_loss: 0.0311804 | Time: 1802.65 ms [2022-03-25 11:07:13 main:574] : INFO : Epoch 1618 | loss: 0.0311607 | val_loss: 0.0311798 | Time: 1799.61 ms [2022-03-25 11:07:15 main:574] : INFO : Epoch 1619 | loss: 0.0311607 | val_loss: 0.0311791 | Time: 1802.03 ms [2022-03-25 11:07:17 main:574] : INFO : Epoch 1620 | loss: 0.0311608 | val_loss: 0.0311805 | Time: 1806.41 ms [2022-03-25 11:07:19 main:574] : INFO : Epoch 1621 | loss: 0.0311627 | val_loss: 0.0311787 | Time: 1814.07 ms [2022-03-25 11:07:21 main:574] : INFO : Epoch 1622 | loss: 0.0311619 | val_loss: 0.0311824 | Time: 1801.04 ms [2022-03-25 11:07:22 main:574] : INFO : Epoch 1623 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 1800.84 ms [2022-03-25 11:07:24 main:574] : INFO : Epoch 1624 | loss: 0.0311612 | val_loss: 0.0311779 | Time: 1802.15 ms [2022-03-25 11:07:26 main:574] : INFO : Epoch 1625 | loss: 0.0311595 | val_loss: 0.0311778 | Time: 1811.79 ms [2022-03-25 11:07:28 main:574] : INFO : Epoch 1626 | loss: 0.0311591 | val_loss: 0.031178 | Time: 1809.43 ms [2022-03-25 11:07:30 main:574] : INFO : Epoch 1627 | loss: 0.0311591 | val_loss: 0.0311809 | Time: 1806.85 ms [2022-03-25 11:07:32 main:574] : INFO : Epoch 1628 | loss: 0.0311593 | val_loss: 0.031183 | Time: 1806.06 ms [2022-03-25 11:07:33 main:574] : INFO : Epoch 1629 | loss: 0.031158 | val_loss: 0.0311791 | Time: 1801.71 ms [2022-03-25 11:07:35 main:574] : INFO : Epoch 1630 | loss: 0.0311575 | val_loss: 0.0311794 | Time: 1823.2 ms [2022-03-25 11:07:37 main:574] : INFO : Epoch 1631 | loss: 0.031158 | val_loss: 0.031178 | Time: 1819.58 ms [2022-03-25 11:07:39 main:574] : INFO : Epoch 1632 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 1808.03 ms [2022-03-25 11:07:41 main:574] : INFO : Epoch 1633 | loss: 0.0311582 | val_loss: 0.0311802 | Time: 1813.74 ms [2022-03-25 11:07:42 main:574] : INFO : Epoch 1634 | loss: 0.0311555 | val_loss: 0.0311803 | Time: 1839.76 ms [2022-03-25 11:07:44 main:574] : INFO : Epoch 1635 | loss: 0.0311551 | val_loss: 0.0311838 | Time: 1814.03 ms [2022-03-25 11:07:46 main:574] : INFO : Epoch 1636 | loss: 0.0311548 | val_loss: 0.0311828 | Time: 1812.3 ms [2022-03-25 11:07:48 main:574] : INFO : Epoch 1637 | loss: 0.0311587 | val_loss: 0.0311885 | Time: 1804.12 ms [2022-03-25 11:07:50 main:574] : INFO : Epoch 1638 | loss: 0.0311585 | val_loss: 0.0311915 | Time: 1794.56 ms [2022-03-25 11:07:52 main:574] : INFO : Epoch 1639 | loss: 0.0311624 | val_loss: 0.03118 | Time: 1808.39 ms [2022-03-25 11:07:53 main:574] : INFO : Epoch 1640 | loss: 0.0311585 | val_loss: 0.0311801 | Time: 1799.14 ms [2022-03-25 11:07:55 main:574] : INFO : Epoch 1641 | loss: 0.0311595 | val_loss: 0.0311839 | Time: 1795.47 ms [2022-03-25 11:07:57 main:574] : INFO : Epoch 1642 | loss: 0.0311599 | val_loss: 0.0311803 | Time: 1803.99 ms [2022-03-25 11:07:59 main:574] : INFO : Epoch 1643 | loss: 0.0311589 | val_loss: 0.0311853 | Time: 1794.64 ms [2022-03-25 11:08:01 main:574] : INFO : Epoch 1644 | loss: 0.0311561 | val_loss: 0.0311797 | Time: 1798.85 ms [2022-03-25 11:08:02 main:574] : INFO : Epoch 1645 | loss: 0.0311563 | val_loss: 0.0311833 | Time: 1805.94 ms [2022-03-25 11:08:04 main:574] : INFO : Epoch 1646 | loss: 0.0311585 | val_loss: 0.0311805 | Time: 1806.8 ms [2022-03-25 11:08:06 main:574] : INFO : Epoch 1647 | loss: 0.0311583 | val_loss: 0.0311822 | Time: 1804.32 ms [2022-03-25 11:08:08 main:574] : INFO : Epoch 1648 | loss: 0.0311617 | val_loss: 0.0311811 | Time: 1792.6 ms [2022-03-25 11:08:10 main:574] : INFO : Epoch 1649 | loss: 0.0311586 | val_loss: 0.0311811 | Time: 1809.19 ms [2022-03-25 11:08:12 main:574] : INFO : Epoch 1650 | loss: 0.0311571 | val_loss: 0.031182 | Time: 1823.31 ms [2022-03-25 11:08:13 main:574] : INFO : Epoch 1651 | loss: 0.0311584 | val_loss: 0.0311801 | Time: 1849.26 ms [2022-03-25 11:08:15 main:574] : INFO : Epoch 1652 | loss: 0.0311609 | val_loss: 0.0311804 | Time: 1816.76 ms [2022-03-25 11:08:17 main:574] : INFO : Epoch 1653 | loss: 0.0311602 | val_loss: 0.0311825 | Time: 1796.09 ms [2022-03-25 11:08:19 main:574] : INFO : Epoch 1654 | loss: 0.0311612 | val_loss: 0.0311815 | Time: 1830.37 ms [2022-03-25 11:08:21 main:574] : INFO : Epoch 1655 | loss: 0.0311623 | val_loss: 0.0311797 | Time: 1833.03 ms [2022-03-25 11:08:23 main:574] : INFO : Epoch 1656 | loss: 0.0311622 | val_loss: 0.0311803 | Time: 1817.64 ms [2022-03-25 11:08:24 main:574] : INFO : Epoch 1657 | loss: 0.0311599 | val_loss: 0.0311799 | Time: 1832.73 ms [2022-03-25 11:08:26 main:574] : INFO : Epoch 1658 | loss: 0.0311575 | val_loss: 0.0311791 | Time: 1825.11 ms [2022-03-25 11:08:28 main:574] : INFO : Epoch 1659 | loss: 0.0311574 | val_loss: 0.0311811 | Time: 1825.61 ms [2022-03-25 11:08:30 main:574] : INFO : Epoch 1660 | loss: 0.0311573 | val_loss: 0.0311795 | Time: 1813 ms [2022-03-25 11:08:32 main:574] : INFO : Epoch 1661 | loss: 0.0311588 | val_loss: 0.0311795 | Time: 1817.78 ms [2022-03-25 11:08:34 main:574] : INFO : Epoch 1662 | loss: 0.03116 | val_loss: 0.0311835 | Time: 1809.19 ms [2022-03-25 11:08:35 main:574] : INFO : Epoch 1663 | loss: 0.031162 | val_loss: 0.0311877 | Time: 1812.17 ms [2022-03-25 11:08:37 main:574] : INFO : Epoch 1664 | loss: 0.0311607 | val_loss: 0.0311805 | Time: 1801.71 ms [2022-03-25 11:08:39 main:574] : INFO : Epoch 1665 | loss: 0.0311584 | val_loss: 0.0311824 | Time: 1808.45 ms [2022-03-25 11:08:41 main:574] : INFO : Epoch 1666 | loss: 0.0311582 | val_loss: 0.0311835 | Time: 1827.71 ms [2022-03-25 11:08:43 main:574] : INFO : Epoch 1667 | loss: 0.0311577 | val_loss: 0.031184 | Time: 1798.8 ms [2022-03-25 11:08:45 main:574] : INFO : Epoch 1668 | loss: 0.0311582 | val_loss: 0.0311849 | Time: 1793.34 ms [2022-03-25 11:08:46 main:574] : INFO : Epoch 1669 | loss: 0.0311569 | val_loss: 0.0311833 | Time: 1805.22 ms [2022-03-25 11:08:48 main:574] : INFO : Epoch 1670 | loss: 0.0311564 | val_loss: 0.03118 | Time: 1816.77 ms [2022-03-25 11:08:50 main:574] : INFO : Epoch 1671 | loss: 0.0311579 | val_loss: 0.0311793 | Time: 1808.47 ms [2022-03-25 11:08:52 main:574] : INFO : Epoch 1672 | loss: 0.031159 | val_loss: 0.0311819 | Time: 1820.5 ms [2022-03-25 11:08:54 main:574] : INFO : Epoch 1673 | loss: 0.031161 | val_loss: 0.0311803 | Time: 1826.94 ms [2022-03-25 11:08:56 main:574] : INFO : Epoch 1674 | loss: 0.0311594 | val_loss: 0.0311832 | Time: 1831.15 ms [2022-03-25 11:08:57 main:574] : INFO : Epoch 1675 | loss: 0.0311562 | val_loss: 0.0311851 | Time: 1812.75 ms [2022-03-25 11:08:59 main:574] : INFO : Epoch 1676 | loss: 0.0311569 | val_loss: 0.0311816 | Time: 1799.1 ms [2022-03-25 11:09:01 main:574] : INFO : Epoch 1677 | loss: 0.0311563 | val_loss: 0.0311817 | Time: 1823.96 ms [2022-03-25 11:09:03 main:574] : INFO : Epoch 1678 | loss: 0.0311551 | val_loss: 0.0311802 | Time: 1807.06 ms [2022-03-25 11:09:05 main:574] : INFO : Epoch 1679 | loss: 0.0311572 | val_loss: 0.0311908 | Time: 1831.45 ms [2022-03-25 11:09:07 main:574] : INFO : Epoch 1680 | loss: 0.0311611 | val_loss: 0.0311824 | Time: 1809.29 ms [2022-03-25 11:09:08 main:574] : INFO : Epoch 1681 | loss: 0.0311593 | val_loss: 0.0311839 | Time: 1815.71 ms [2022-03-25 11:09:10 main:574] : INFO : Epoch 1682 | loss: 0.0311568 | val_loss: 0.0311832 | Time: 1788.32 ms [2022-03-25 11:09:12 main:574] : INFO : Epoch 1683 | loss: 0.0311548 | val_loss: 0.031181 | Time: 1821.01 ms [2022-03-25 11:09:14 main:574] : INFO : Epoch 1684 | loss: 0.0311574 | val_loss: 0.0311828 | Time: 1816.06 ms [2022-03-25 11:09:16 main:574] : INFO : Epoch 1685 | loss: 0.0311588 | val_loss: 0.03118 | Time: 1807.33 ms [2022-03-25 11:09:17 main:574] : INFO : Epoch 1686 | loss: 0.0311572 | val_loss: 0.0311772 | Time: 1794.49 ms [2022-03-25 11:09:19 main:574] : INFO : Epoch 1687 | loss: 0.0311567 | val_loss: 0.0311759 | Time: 1833.68 ms [2022-03-25 11:09:21 main:574] : INFO : Epoch 1688 | loss: 0.0311641 | val_loss: 0.0311895 | Time: 1829.26 ms [2022-03-25 11:09:23 main:574] : INFO : Epoch 1689 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 1836.54 ms [2022-03-25 11:09:25 main:574] : INFO : Epoch 1690 | loss: 0.0311639 | val_loss: 0.0311795 | Time: 1805.84 ms [2022-03-25 11:09:27 main:574] : INFO : Epoch 1691 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 1825.95 ms [2022-03-25 11:09:28 main:574] : INFO : Epoch 1692 | loss: 0.0311605 | val_loss: 0.0311784 | Time: 1820.68 ms [2022-03-25 11:09:30 main:574] : INFO : Epoch 1693 | loss: 0.0311603 | val_loss: 0.0311773 | Time: 1808.87 ms [2022-03-25 11:09:32 main:574] : INFO : Epoch 1694 | loss: 0.0311609 | val_loss: 0.0311796 | Time: 1805.22 ms [2022-03-25 11:09:34 main:574] : INFO : Epoch 1695 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 1820.98 ms [2022-03-25 11:09:36 main:574] : INFO : Epoch 1696 | loss: 0.0311575 | val_loss: 0.0311853 | Time: 1819.65 ms [2022-03-25 11:09:38 main:574] : INFO : Epoch 1697 | loss: 0.0311584 | val_loss: 0.0311804 | Time: 1809.25 ms [2022-03-25 11:09:39 main:574] : INFO : Epoch 1698 | loss: 0.031156 | val_loss: 0.0311797 | Time: 1794.26 ms [2022-03-25 11:09:41 main:574] : INFO : Epoch 1699 | loss: 0.031159 | val_loss: 0.031185 | Time: 1822.65 ms [2022-03-25 11:09:43 main:574] : INFO : Epoch 1700 | loss: 0.0311837 | val_loss: 0.0314273 | Time: 1821.34 ms [2022-03-25 11:09:45 main:574] : INFO : Epoch 1701 | loss: 0.0394291 | val_loss: 0.0331984 | Time: 1802.25 ms [2022-03-25 11:09:47 main:574] : INFO : Epoch 1702 | loss: 0.034355 | val_loss: 0.0319391 | Time: 1808.95 ms [2022-03-25 11:09:49 main:574] : INFO : Epoch 1703 | loss: 0.0315596 | val_loss: 0.0312865 | Time: 1830.27 ms [2022-03-25 11:09:50 main:574] : INFO : Epoch 1704 | loss: 0.0312898 | val_loss: 0.0312589 | Time: 1829.08 ms [2022-03-25 11:09:52 main:574] : INFO : Epoch 1705 | loss: 0.0312533 | val_loss: 0.031247 | Time: 1850.97 ms [2022-03-25 11:09:54 main:574] : INFO : Epoch 1706 | loss: 0.0312451 | val_loss: 0.0312426 | Time: 1832.66 ms [2022-03-25 11:09:56 main:574] : INFO : Epoch 1707 | loss: 0.0312409 | val_loss: 0.0312386 | Time: 1842.59 ms [2022-03-25 11:09:58 main:574] : INFO : Epoch 1708 | loss: 0.0312371 | val_loss: 0.0312344 | Time: 1834.16 ms [2022-03-25 11:10:00 main:574] : INFO : Epoch 1709 | loss: 0.031233 | val_loss: 0.03123 | Time: 1808.2 ms [2022-03-25 11:10:01 main:574] : INFO : Epoch 1710 | loss: 0.0312279 | val_loss: 0.0312244 | Time: 1824.8 ms [2022-03-25 11:10:03 main:574] : INFO : Epoch 1711 | loss: 0.0312232 | val_loss: 0.0312198 | Time: 1809.81 ms [2022-03-25 11:10:05 main:574] : INFO : Epoch 1712 | loss: 0.0312191 | val_loss: 0.0312152 | Time: 1815.13 ms [2022-03-25 11:10:07 main:574] : INFO : Epoch 1713 | loss: 0.0312138 | val_loss: 0.0312103 | Time: 1807.75 ms [2022-03-25 11:10:09 main:574] : INFO : Epoch 1714 | loss: 0.0312102 | val_loss: 0.0312085 | Time: 1823.48 ms [2022-03-25 11:10:11 main:574] : INFO : Epoch 1715 | loss: 0.0312063 | val_loss: 0.0312034 | Time: 1805.21 ms [2022-03-25 11:10:12 main:574] : INFO : Epoch 1716 | loss: 0.0312014 | val_loss: 0.0311971 | Time: 1818.38 ms [2022-03-25 11:10:14 main:574] : INFO : Epoch 1717 | loss: 0.0311982 | val_loss: 0.0311978 | Time: 1826.88 ms [2022-03-25 11:10:16 main:574] : INFO : Epoch 1718 | loss: 0.0311969 | val_loss: 0.0311938 | Time: 1806.8 ms [2022-03-25 11:10:18 main:574] : INFO : Epoch 1719 | loss: 0.0311949 | val_loss: 0.0311896 | Time: 1814.06 ms [2022-03-25 11:10:20 main:574] : INFO : Epoch 1720 | loss: 0.0311924 | val_loss: 0.0311886 | Time: 1807.22 ms [2022-03-25 11:10:22 main:574] : INFO : Epoch 1721 | loss: 0.0311929 | val_loss: 0.0311886 | Time: 1806.76 ms [2022-03-25 11:10:23 main:574] : INFO : Epoch 1722 | loss: 0.0311919 | val_loss: 0.0311875 | Time: 1810.35 ms [2022-03-25 11:10:25 main:574] : INFO : Epoch 1723 | loss: 0.03119 | val_loss: 0.0311857 | Time: 1795.17 ms [2022-03-25 11:10:27 main:574] : INFO : Epoch 1724 | loss: 0.0311897 | val_loss: 0.0311861 | Time: 1798.73 ms [2022-03-25 11:10:29 main:574] : INFO : Epoch 1725 | loss: 0.0311885 | val_loss: 0.0311849 | Time: 1805.42 ms [2022-03-25 11:10:31 main:574] : INFO : Epoch 1726 | loss: 0.0311877 | val_loss: 0.0311846 | Time: 1828.88 ms [2022-03-25 11:10:32 main:574] : INFO : Epoch 1727 | loss: 0.0311878 | val_loss: 0.0311852 | Time: 1814.07 ms [2022-03-25 11:10:34 main:574] : INFO : Epoch 1728 | loss: 0.0311881 | val_loss: 0.0311844 | Time: 1806.55 ms [2022-03-25 11:10:36 main:574] : INFO : Epoch 1729 | loss: 0.0311881 | val_loss: 0.0311837 | Time: 1832.12 ms [2022-03-25 11:10:38 main:574] : INFO : Epoch 1730 | loss: 0.0311866 | val_loss: 0.0311831 | Time: 1820.01 ms [2022-03-25 11:10:40 main:574] : INFO : Epoch 1731 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 1814.01 ms [2022-03-25 11:10:42 main:574] : INFO : Epoch 1732 | loss: 0.0311868 | val_loss: 0.0311842 | Time: 1815.1 ms [2022-03-25 11:10:43 main:574] : INFO : Epoch 1733 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 1815 ms [2022-03-25 11:10:45 main:574] : INFO : Epoch 1734 | loss: 0.0311848 | val_loss: 0.0311821 | Time: 1833.37 ms [2022-03-25 11:10:47 main:574] : INFO : Epoch 1735 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 1828.48 ms [2022-03-25 11:10:49 main:574] : INFO : Epoch 1736 | loss: 0.031185 | val_loss: 0.0311846 | Time: 1815.37 ms [2022-03-25 11:10:51 main:574] : INFO : Epoch 1737 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 1827 ms [2022-03-25 11:10:53 main:574] : INFO : Epoch 1738 | loss: 0.0311831 | val_loss: 0.0311825 | Time: 1827.46 ms [2022-03-25 11:10:54 main:574] : INFO : Epoch 1739 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 1796.18 ms [2022-03-25 11:10:56 main:574] : INFO : Epoch 1740 | loss: 0.0311822 | val_loss: 0.0311836 | Time: 1827.84 ms [2022-03-25 11:10:58 main:574] : INFO : Epoch 1741 | loss: 0.0311844 | val_loss: 0.0311894 | Time: 1817.01 ms [2022-03-25 11:11:00 main:574] : INFO : Epoch 1742 | loss: 0.031189 | val_loss: 0.0311834 | Time: 1824.75 ms [2022-03-25 11:11:02 main:574] : INFO : Epoch 1743 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 1823.68 ms [2022-03-25 11:11:04 main:574] : INFO : Epoch 1744 | loss: 0.0311813 | val_loss: 0.0311817 | Time: 1824.28 ms [2022-03-25 11:11:06 main:574] : INFO : Epoch 1745 | loss: 0.0311827 | val_loss: 0.0311821 | Time: 1832.09 ms [2022-03-25 11:11:07 main:574] : INFO : Epoch 1746 | loss: 0.0311804 | val_loss: 0.0311829 | Time: 1825.02 ms [2022-03-25 11:11:09 main:574] : INFO : Epoch 1747 | loss: 0.0311794 | val_loss: 0.031179 | Time: 1828.97 ms [2022-03-25 11:11:11 main:574] : INFO : Epoch 1748 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1806.82 ms [2022-03-25 11:11:13 main:574] : INFO : Epoch 1749 | loss: 0.0311797 | val_loss: 0.0311842 | Time: 1832.94 ms [2022-03-25 11:11:15 main:574] : INFO : Epoch 1750 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 1816.76 ms [2022-03-25 11:11:17 main:574] : INFO : Epoch 1751 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 1819.79 ms [2022-03-25 11:11:18 main:574] : INFO : Epoch 1752 | loss: 0.0311757 | val_loss: 0.031178 | Time: 1831.28 ms [2022-03-25 11:11:20 main:574] : INFO : Epoch 1753 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 1825.17 ms [2022-03-25 11:11:22 main:574] : INFO : Epoch 1754 | loss: 0.0311755 | val_loss: 0.031184 | Time: 1797.51 ms [2022-03-25 11:11:24 main:574] : INFO : Epoch 1755 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 1813.49 ms [2022-03-25 11:11:26 main:574] : INFO : Epoch 1756 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 1810.4 ms [2022-03-25 11:11:28 main:574] : INFO : Epoch 1757 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 1832.15 ms [2022-03-25 11:11:29 main:574] : INFO : Epoch 1758 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 1809.19 ms [2022-03-25 11:11:31 main:574] : INFO : Epoch 1759 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 1823.13 ms [2022-03-25 11:11:33 main:574] : INFO : Epoch 1760 | loss: 0.0311741 | val_loss: 0.031177 | Time: 1823.1 ms [2022-03-25 11:11:35 main:574] : INFO : Epoch 1761 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 1814.07 ms [2022-03-25 11:11:37 main:574] : INFO : Epoch 1762 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1812.54 ms [2022-03-25 11:11:39 main:574] : INFO : Epoch 1763 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 1833.05 ms [2022-03-25 11:11:40 main:574] : INFO : Epoch 1764 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 1819.77 ms [2022-03-25 11:11:42 main:574] : INFO : Epoch 1765 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 1804.65 ms [2022-03-25 11:11:44 main:574] : INFO : Epoch 1766 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 1817.39 ms [2022-03-25 11:11:46 main:574] : INFO : Epoch 1767 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 1817.72 ms [2022-03-25 11:11:48 main:574] : INFO : Epoch 1768 | loss: 0.0311721 | val_loss: 0.0311751 | Time: 1842.08 ms [2022-03-25 11:11:50 main:574] : INFO : Epoch 1769 | loss: 0.031173 | val_loss: 0.0311768 | Time: 1855.56 ms [2022-03-25 11:11:51 main:574] : INFO : Epoch 1770 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 1803.43 ms [2022-03-25 11:11:53 main:574] : INFO : Epoch 1771 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1828.2 ms [2022-03-25 11:11:55 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1821.88 ms [2022-03-25 11:11:57 main:574] : INFO : Epoch 1773 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1824.69 ms [2022-03-25 11:11:59 main:574] : INFO : Epoch 1774 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 1806.96 ms [2022-03-25 11:12:01 main:574] : INFO : Epoch 1775 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 1808.17 ms [2022-03-25 11:12:02 main:574] : INFO : Epoch 1776 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 1816.23 ms [2022-03-25 11:12:04 main:574] : INFO : Epoch 1777 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 1829.27 ms [2022-03-25 11:12:06 main:574] : INFO : Epoch 1778 | loss: 0.031173 | val_loss: 0.0311773 | Time: 1821.77 ms [2022-03-25 11:12:08 main:574] : INFO : Epoch 1779 | loss: 0.0311713 | val_loss: 0.0311823 | Time: 1838.61 ms [2022-03-25 11:12:10 main:574] : INFO : Epoch 1780 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 1835 ms [2022-03-25 11:12:12 main:574] : INFO : Epoch 1781 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 1826.83 ms [2022-03-25 11:12:13 main:574] : INFO : Epoch 1782 | loss: 0.0311746 | val_loss: 0.0311909 | Time: 1812.61 ms [2022-03-25 11:12:15 main:574] : INFO : Epoch 1783 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 1832 ms [2022-03-25 11:12:17 main:574] : INFO : Epoch 1784 | loss: 0.0311754 | val_loss: 0.0311917 | Time: 1821.62 ms [2022-03-25 11:12:19 main:574] : INFO : Epoch 1785 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 1813.92 ms [2022-03-25 11:12:21 main:574] : INFO : Epoch 1786 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1834.98 ms [2022-03-25 11:12:23 main:574] : INFO : Epoch 1787 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1836.61 ms [2022-03-25 11:12:24 main:574] : INFO : Epoch 1788 | loss: 0.031169 | val_loss: 0.0311815 | Time: 1812.16 ms [2022-03-25 11:12:26 main:574] : INFO : Epoch 1789 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1833.83 ms [2022-03-25 11:12:28 main:574] : INFO : Epoch 1790 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 1830.96 ms [2022-03-25 11:12:30 main:574] : INFO : Epoch 1791 | loss: 0.0311691 | val_loss: 0.031179 | Time: 1819.05 ms [2022-03-25 11:12:32 main:574] : INFO : Epoch 1792 | loss: 0.031169 | val_loss: 0.0311775 | Time: 1824.95 ms [2022-03-25 11:12:34 main:574] : INFO : Epoch 1793 | loss: 0.031168 | val_loss: 0.0311786 | Time: 1799.37 ms [2022-03-25 11:12:35 main:574] : INFO : Epoch 1794 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 1811.37 ms [2022-03-25 11:12:37 main:574] : INFO : Epoch 1795 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 1815.94 ms [2022-03-25 11:12:39 main:574] : INFO : Epoch 1796 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1807.21 ms [2022-03-25 11:12:41 main:574] : INFO : Epoch 1797 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 1818.09 ms [2022-03-25 11:12:43 main:574] : INFO : Epoch 1798 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1800.19 ms [2022-03-25 11:12:45 main:574] : INFO : Epoch 1799 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 1800.86 ms [2022-03-25 11:12:46 main:574] : INFO : Epoch 1800 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 1809.47 ms [2022-03-25 11:12:48 main:574] : INFO : Epoch 1801 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 1807.62 ms [2022-03-25 11:12:50 main:574] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311761 | Time: 1818.31 ms [2022-03-25 11:12:52 main:574] : INFO : Epoch 1803 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 1821.84 ms [2022-03-25 11:12:54 main:574] : INFO : Epoch 1804 | loss: 0.0311652 | val_loss: 0.031178 | Time: 1812.31 ms [2022-03-25 11:12:55 main:574] : INFO : Epoch 1805 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 1816.51 ms [2022-03-25 11:12:57 main:574] : INFO : Epoch 1806 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1802.95 ms [2022-03-25 11:12:59 main:574] : INFO : Epoch 1807 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 1820.31 ms [2022-03-25 11:13:01 main:574] : INFO : Epoch 1808 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1798.99 ms [2022-03-25 11:13:03 main:574] : INFO : Epoch 1809 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 1806.89 ms [2022-03-25 11:13:05 main:574] : INFO : Epoch 1810 | loss: 0.031166 | val_loss: 0.0311773 | Time: 1807.8 ms [2022-03-25 11:13:06 main:574] : INFO : Epoch 1811 | loss: 0.0311659 | val_loss: 0.0311805 | Time: 1798.33 ms [2022-03-25 11:13:08 main:574] : INFO : Epoch 1812 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 1805.33 ms [2022-03-25 11:13:10 main:574] : INFO : Epoch 1813 | loss: 0.0311674 | val_loss: 0.0311779 | Time: 1820.51 ms [2022-03-25 11:13:12 main:574] : INFO : Epoch 1814 | loss: 0.0311679 | val_loss: 0.031178 | Time: 1829.51 ms [2022-03-25 11:13:14 main:574] : INFO : Epoch 1815 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1830.23 ms [2022-03-25 11:13:16 main:574] : INFO : Epoch 1816 | loss: 0.0311718 | val_loss: 0.0311818 | Time: 1824.64 ms [2022-03-25 11:13:17 main:574] : INFO : Epoch 1817 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1810.82 ms [2022-03-25 11:13:19 main:574] : INFO : Epoch 1818 | loss: 0.0311664 | val_loss: 0.0311761 | Time: 1829.33 ms [2022-03-25 11:13:21 main:574] : INFO : Epoch 1819 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 1802.99 ms [2022-03-25 11:13:23 main:574] : INFO : Epoch 1820 | loss: 0.0311706 | val_loss: 0.031178 | Time: 1831.11 ms [2022-03-25 11:13:25 main:574] : INFO : Epoch 1821 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 1830.25 ms [2022-03-25 11:13:27 main:574] : INFO : Epoch 1822 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 1803.36 ms [2022-03-25 11:13:28 main:574] : INFO : Epoch 1823 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 1816.47 ms [2022-03-25 11:13:30 main:574] : INFO : Epoch 1824 | loss: 0.0311634 | val_loss: 0.0311751 | Time: 1826.45 ms [2022-03-25 11:13:32 main:574] : INFO : Epoch 1825 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 1821.2 ms [2022-03-25 11:13:34 main:574] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 1802.35 ms [2022-03-25 11:13:36 main:574] : INFO : Epoch 1827 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 1812.26 ms [2022-03-25 11:13:38 main:574] : INFO : Epoch 1828 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 1806.44 ms [2022-03-25 11:13:39 main:574] : INFO : Epoch 1829 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 1806.5 ms [2022-03-25 11:13:41 main:574] : INFO : Epoch 1830 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 1808.29 ms [2022-03-25 11:13:43 main:574] : INFO : Epoch 1831 | loss: 0.0311648 | val_loss: 0.0311728 | Time: 1813.07 ms [2022-03-25 11:13:45 main:574] : INFO : Epoch 1832 | loss: 0.0311663 | val_loss: 0.031175 | Time: 1810.92 ms [2022-03-25 11:13:47 main:574] : INFO : Epoch 1833 | loss: 0.0311647 | val_loss: 0.0311756 | Time: 1789.43 ms [2022-03-25 11:13:48 main:574] : INFO : Epoch 1834 | loss: 0.0311675 | val_loss: 0.0311892 | Time: 1800.43 ms [2022-03-25 11:13:50 main:574] : INFO : Epoch 1835 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 1817.41 ms [2022-03-25 11:13:52 main:574] : INFO : Epoch 1836 | loss: 0.0311634 | val_loss: 0.031175 | Time: 1802.36 ms [2022-03-25 11:13:54 main:574] : INFO : Epoch 1837 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1804.34 ms [2022-03-25 11:13:56 main:574] : INFO : Epoch 1838 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1794.82 ms [2022-03-25 11:13:58 main:574] : INFO : Epoch 1839 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 1815.56 ms [2022-03-25 11:13:59 main:574] : INFO : Epoch 1840 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1814.16 ms [2022-03-25 11:14:01 main:574] : INFO : Epoch 1841 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1813.39 ms [2022-03-25 11:14:03 main:574] : INFO : Epoch 1842 | loss: 0.0311664 | val_loss: 0.031174 | Time: 1840.79 ms [2022-03-25 11:14:05 main:574] : INFO : Epoch 1843 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1808.96 ms [2022-03-25 11:14:07 main:574] : INFO : Epoch 1844 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 1815.13 ms [2022-03-25 11:14:09 main:574] : INFO : Epoch 1845 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 1798.67 ms [2022-03-25 11:14:10 main:574] : INFO : Epoch 1846 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 1823.92 ms [2022-03-25 11:14:12 main:574] : INFO : Epoch 1847 | loss: 0.0311655 | val_loss: 0.031174 | Time: 1816.52 ms [2022-03-25 11:14:14 main:574] : INFO : Epoch 1848 | loss: 0.0311626 | val_loss: 0.0311745 | Time: 1818.62 ms [2022-03-25 11:14:16 main:574] : INFO : Epoch 1849 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 1822.34 ms [2022-03-25 11:14:18 main:574] : INFO : Epoch 1850 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 1816.46 ms [2022-03-25 11:14:20 main:574] : INFO : Epoch 1851 | loss: 0.031164 | val_loss: 0.0311773 | Time: 1825.95 ms [2022-03-25 11:14:21 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1808.63 ms [2022-03-25 11:14:23 main:574] : INFO : Epoch 1853 | loss: 0.0311648 | val_loss: 0.0311802 | Time: 1817.57 ms [2022-03-25 11:14:25 main:574] : INFO : Epoch 1854 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 1818.71 ms [2022-03-25 11:14:27 main:574] : INFO : Epoch 1855 | loss: 0.0311661 | val_loss: 0.0311815 | Time: 1823.03 ms [2022-03-25 11:14:29 main:574] : INFO : Epoch 1856 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 1810.38 ms [2022-03-25 11:14:31 main:574] : INFO : Epoch 1857 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 1799.49 ms [2022-03-25 11:14:32 main:574] : INFO : Epoch 1858 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 1812.61 ms [2022-03-25 11:14:34 main:574] : INFO : Epoch 1859 | loss: 0.031167 | val_loss: 0.0311794 | Time: 1807.88 ms [2022-03-25 11:14:36 main:574] : INFO : Epoch 1860 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 1829.01 ms [2022-03-25 11:14:38 main:574] : INFO : Epoch 1861 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 1837.97 ms [2022-03-25 11:14:40 main:574] : INFO : Epoch 1862 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 1829.1 ms [2022-03-25 11:14:42 main:574] : INFO : Epoch 1863 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 1843.45 ms [2022-03-25 11:14:43 main:574] : INFO : Epoch 1864 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 1811.49 ms [2022-03-25 11:14:45 main:574] : INFO : Epoch 1865 | loss: 0.0311726 | val_loss: 0.0311824 | Time: 1818.18 ms [2022-03-25 11:14:47 main:574] : INFO : Epoch 1866 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 1809 ms [2022-03-25 11:14:49 main:574] : INFO : Epoch 1867 | loss: 0.0311757 | val_loss: 0.0311771 | Time: 1830.25 ms [2022-03-25 11:14:51 main:574] : INFO : Epoch 1868 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1828.56 ms [2022-03-25 11:14:53 main:574] : INFO : Epoch 1869 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 1813.4 ms [2022-03-25 11:14:54 main:574] : INFO : Epoch 1870 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1802.69 ms [2022-03-25 11:14:56 main:574] : INFO : Epoch 1871 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 1833.21 ms [2022-03-25 11:14:58 main:574] : INFO : Epoch 1872 | loss: 0.0311694 | val_loss: 0.0311848 | Time: 1817.6 ms [2022-03-25 11:15:00 main:574] : INFO : Epoch 1873 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 1811.75 ms [2022-03-25 11:15:02 main:574] : INFO : Epoch 1874 | loss: 0.031168 | val_loss: 0.0311784 | Time: 1819.8 ms [2022-03-25 11:15:04 main:574] : INFO : Epoch 1875 | loss: 0.0311675 | val_loss: 0.031177 | Time: 1824.31 ms [2022-03-25 11:15:05 main:574] : INFO : Epoch 1876 | loss: 0.0311656 | val_loss: 0.031175 | Time: 1802.16 ms [2022-03-25 11:15:07 main:574] : INFO : Epoch 1877 | loss: 0.0311653 | val_loss: 0.031175 | Time: 1804.98 ms [2022-03-25 11:15:09 main:574] : INFO : Epoch 1878 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 1829.16 ms [2022-03-25 11:15:11 main:574] : INFO : Epoch 1879 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 1819.06 ms [2022-03-25 11:15:13 main:574] : INFO : Epoch 1880 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 1797.4 ms [2022-03-25 11:15:15 main:574] : INFO : Epoch 1881 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 1818.07 ms [2022-03-25 11:15:16 main:574] : INFO : Epoch 1882 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 1813.79 ms [2022-03-25 11:15:18 main:574] : INFO : Epoch 1883 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 1823.21 ms [2022-03-25 11:15:20 main:574] : INFO : Epoch 1884 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1820.48 ms [2022-03-25 11:15:22 main:574] : INFO : Epoch 1885 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 1823.57 ms [2022-03-25 11:15:24 main:574] : INFO : Epoch 1886 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 1804.88 ms [2022-03-25 11:15:26 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 1817.66 ms [2022-03-25 11:15:27 main:574] : INFO : Epoch 1888 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 1828.23 ms [2022-03-25 11:15:29 main:574] : INFO : Epoch 1889 | loss: 0.0311649 | val_loss: 0.031173 | Time: 1816.14 ms [2022-03-25 11:15:31 main:574] : INFO : Epoch 1890 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1831.3 ms [2022-03-25 11:15:33 main:574] : INFO : Epoch 1891 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 1836.12 ms [2022-03-25 11:15:35 main:574] : INFO : Epoch 1892 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 1867.94 ms [2022-03-25 11:15:37 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 1821.06 ms [2022-03-25 11:15:38 main:574] : INFO : Epoch 1894 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 1818.51 ms [2022-03-25 11:15:40 main:574] : INFO : Epoch 1895 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 1830.89 ms [2022-03-25 11:15:42 main:574] : INFO : Epoch 1896 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 1808.09 ms [2022-03-25 11:15:44 main:574] : INFO : Epoch 1897 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 1811.98 ms [2022-03-25 11:15:46 main:574] : INFO : Epoch 1898 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 1812.52 ms [2022-03-25 11:15:48 main:574] : INFO : Epoch 1899 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1797.09 ms [2022-03-25 11:15:49 main:574] : INFO : Epoch 1900 | loss: 0.031165 | val_loss: 0.0311773 | Time: 1819.02 ms [2022-03-25 11:15:51 main:574] : INFO : Epoch 1901 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1806.52 ms [2022-03-25 11:15:53 main:574] : INFO : Epoch 1902 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 1802.47 ms [2022-03-25 11:15:55 main:574] : INFO : Epoch 1903 | loss: 0.0311644 | val_loss: 0.0311766 | Time: 1816.21 ms [2022-03-25 11:15:57 main:574] : INFO : Epoch 1904 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 1817.74 ms [2022-03-25 11:15:59 main:574] : INFO : Epoch 1905 | loss: 0.0311623 | val_loss: 0.0311856 | Time: 1833.8 ms [2022-03-25 11:16:00 main:574] : INFO : Epoch 1906 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 1791.86 ms [2022-03-25 11:16:02 main:574] : INFO : Epoch 1907 | loss: 0.0311626 | val_loss: 0.0311779 | Time: 1825.42 ms [2022-03-25 11:16:04 main:574] : INFO : Epoch 1908 | loss: 0.0311647 | val_loss: 0.0311754 | Time: 1806.52 ms [2022-03-25 11:16:06 main:574] : INFO : Epoch 1909 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 1841.15 ms [2022-03-25 11:16:08 main:574] : INFO : Epoch 1910 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 1838.76 ms [2022-03-25 11:16:10 main:574] : INFO : Epoch 1911 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 1834.38 ms [2022-03-25 11:16:11 main:574] : INFO : Epoch 1912 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 1821.52 ms [2022-03-25 11:16:13 main:574] : INFO : Epoch 1913 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 1814.72 ms [2022-03-25 11:16:15 main:574] : INFO : Epoch 1914 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 1823.27 ms [2022-03-25 11:16:17 main:574] : INFO : Epoch 1915 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 1828.22 ms [2022-03-25 11:16:19 main:574] : INFO : Epoch 1916 | loss: 0.0311632 | val_loss: 0.0311743 | Time: 1821.25 ms [2022-03-25 11:16:21 main:574] : INFO : Epoch 1917 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 1818.23 ms [2022-03-25 11:16:22 main:574] : INFO : Epoch 1918 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 1827.63 ms [2022-03-25 11:16:24 main:574] : INFO : Epoch 1919 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 1815.55 ms [2022-03-25 11:16:26 main:574] : INFO : Epoch 1920 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1814.67 ms [2022-03-25 11:16:28 main:574] : INFO : Epoch 1921 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 1819.78 ms [2022-03-25 11:16:30 main:574] : INFO : Epoch 1922 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 1804.61 ms [2022-03-25 11:16:32 main:574] : INFO : Epoch 1923 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 1809.7 ms [2022-03-25 11:16:33 main:574] : INFO : Epoch 1924 | loss: 0.0311627 | val_loss: 0.0311768 | Time: 1834.08 ms [2022-03-25 11:16:35 main:574] : INFO : Epoch 1925 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1844.17 ms [2022-03-25 11:16:37 main:574] : INFO : Epoch 1926 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 1824.35 ms [2022-03-25 11:16:39 main:574] : INFO : Epoch 1927 | loss: 0.0311644 | val_loss: 0.0311771 | Time: 1786.36 ms [2022-03-25 11:16:41 main:574] : INFO : Epoch 1928 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 1800.46 ms [2022-03-25 11:16:43 main:574] : INFO : Epoch 1929 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 1825.95 ms [2022-03-25 11:16:44 main:574] : INFO : Epoch 1930 | loss: 0.0311628 | val_loss: 0.03117 | Time: 1826.25 ms [2022-03-25 11:16:46 main:574] : INFO : Epoch 1931 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 1825.37 ms [2022-03-25 11:16:48 main:574] : INFO : Epoch 1932 | loss: 0.031162 | val_loss: 0.0311719 | Time: 1812.05 ms [2022-03-25 11:16:50 main:574] : INFO : Epoch 1933 | loss: 0.0311624 | val_loss: 0.0311705 | Time: 1809.53 ms [2022-03-25 11:16:52 main:574] : INFO : Epoch 1934 | loss: 0.0311613 | val_loss: 0.0311731 | Time: 1832.46 ms [2022-03-25 11:16:54 main:574] : INFO : Epoch 1935 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 1802.91 ms [2022-03-25 11:16:55 main:574] : INFO : Epoch 1936 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 1799.05 ms [2022-03-25 11:16:57 main:574] : INFO : Epoch 1937 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 1828.91 ms [2022-03-25 11:16:59 main:574] : INFO : Epoch 1938 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 1828.59 ms [2022-03-25 11:17:01 main:574] : INFO : Epoch 1939 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 1812.45 ms [2022-03-25 11:17:03 main:574] : INFO : Epoch 1940 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 1817.61 ms [2022-03-25 11:17:05 main:574] : INFO : Epoch 1941 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 1813.53 ms [2022-03-25 11:17:06 main:574] : INFO : Epoch 1942 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 1803.61 ms [2022-03-25 11:17:08 main:574] : INFO : Epoch 1943 | loss: 0.0311612 | val_loss: 0.0311848 | Time: 1811.73 ms [2022-03-25 11:17:10 main:574] : INFO : Epoch 1944 | loss: 0.0311656 | val_loss: 0.0311802 | Time: 1818.22 ms [2022-03-25 11:17:12 main:574] : INFO : Epoch 1945 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 1810.85 ms [2022-03-25 11:17:14 main:574] : INFO : Epoch 1946 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 1813.66 ms [2022-03-25 11:17:16 main:574] : INFO : Epoch 1947 | loss: 0.03116 | val_loss: 0.0311738 | Time: 1818.42 ms [2022-03-25 11:17:17 main:574] : INFO : Epoch 1948 | loss: 0.0311607 | val_loss: 0.0311792 | Time: 1832.05 ms [2022-03-25 11:17:19 main:574] : INFO : Epoch 1949 | loss: 0.0311636 | val_loss: 0.0311761 | Time: 1831.16 ms [2022-03-25 11:17:21 main:574] : INFO : Epoch 1950 | loss: 0.031161 | val_loss: 0.0311775 | Time: 1823.62 ms [2022-03-25 11:17:23 main:574] : INFO : Epoch 1951 | loss: 0.031161 | val_loss: 0.0311737 | Time: 1821.95 ms [2022-03-25 11:17:25 main:574] : INFO : Epoch 1952 | loss: 0.0311592 | val_loss: 0.0311756 | Time: 1838.8 ms [2022-03-25 11:17:27 main:574] : INFO : Epoch 1953 | loss: 0.031158 | val_loss: 0.0311767 | Time: 1827.46 ms [2022-03-25 11:17:28 main:574] : INFO : Epoch 1954 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 1825.42 ms [2022-03-25 11:17:30 main:574] : INFO : Epoch 1955 | loss: 0.0311584 | val_loss: 0.0311747 | Time: 1836.84 ms [2022-03-25 11:17:32 main:574] : INFO : Epoch 1956 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 1821.25 ms [2022-03-25 11:17:34 main:574] : INFO : Epoch 1957 | loss: 0.031158 | val_loss: 0.0311767 | Time: 1820.54 ms [2022-03-25 11:17:36 main:574] : INFO : Epoch 1958 | loss: 0.0311617 | val_loss: 0.0311759 | Time: 1831.09 ms [2022-03-25 11:17:38 main:574] : INFO : Epoch 1959 | loss: 0.0311576 | val_loss: 0.0311771 | Time: 1809.02 ms [2022-03-25 11:17:40 main:574] : INFO : Epoch 1960 | loss: 0.031161 | val_loss: 0.0311763 | Time: 1809.03 ms [2022-03-25 11:17:41 main:574] : INFO : Epoch 1961 | loss: 0.0311591 | val_loss: 0.031173 | Time: 1825.83 ms [2022-03-25 11:17:43 main:574] : INFO : Epoch 1962 | loss: 0.0311572 | val_loss: 0.0311737 | Time: 1816.23 ms [2022-03-25 11:17:45 main:574] : INFO : Epoch 1963 | loss: 0.0311572 | val_loss: 0.031173 | Time: 1801.25 ms [2022-03-25 11:17:47 main:574] : INFO : Epoch 1964 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 1812.37 ms [2022-03-25 11:17:49 main:574] : INFO : Epoch 1965 | loss: 0.0311591 | val_loss: 0.0311817 | Time: 1816.04 ms [2022-03-25 11:17:50 main:574] : INFO : Epoch 1966 | loss: 0.0311579 | val_loss: 0.031176 | Time: 1804.64 ms [2022-03-25 11:17:52 main:574] : INFO : Epoch 1967 | loss: 0.031157 | val_loss: 0.0311762 | Time: 1814.15 ms [2022-03-25 11:17:54 main:574] : INFO : Epoch 1968 | loss: 0.0311621 | val_loss: 0.0311843 | Time: 1800.39 ms [2022-03-25 11:17:56 main:574] : INFO : Epoch 1969 | loss: 0.0311664 | val_loss: 0.0311852 | Time: 1797.4 ms [2022-03-25 11:17:58 main:574] : INFO : Epoch 1970 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 1805.97 ms [2022-03-25 11:18:00 main:574] : INFO : Epoch 1971 | loss: 0.0311632 | val_loss: 0.0311753 | Time: 1813.93 ms [2022-03-25 11:18:01 main:574] : INFO : Epoch 1972 | loss: 0.0311634 | val_loss: 0.03118 | Time: 1803.43 ms [2022-03-25 11:18:03 main:574] : INFO : Epoch 1973 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 1804.5 ms [2022-03-25 11:18:05 main:574] : INFO : Epoch 1974 | loss: 0.0311612 | val_loss: 0.0311859 | Time: 1810.26 ms [2022-03-25 11:18:07 main:574] : INFO : Epoch 1975 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 1806.76 ms [2022-03-25 11:18:09 main:574] : INFO : Epoch 1976 | loss: 0.0311653 | val_loss: 0.0311766 | Time: 1797.54 ms [2022-03-25 11:18:10 main:574] : INFO : Epoch 1977 | loss: 0.0311615 | val_loss: 0.0311725 | Time: 1813.13 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-25 12:12:28 main:435] : INFO : Set logging level to 1 [2022-03-25 12:12:28 main:441] : INFO : Running in BOINC Client mode [2022-03-25 12:12:28 main:444] : INFO : Resolving all filenames [2022-03-25 12:12:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-25 12:12:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-25 12:12:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-25 12:12:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-25 12:12:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-25 12:12:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-25 12:12:28 main:474] : INFO : Configuration: [2022-03-25 12:12:28 main:475] : INFO : Model type: GRU [2022-03-25 12:12:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-25 12:12:28 main:477] : INFO : Max Epochs: 2048 [2022-03-25 12:12:28 main:478] : INFO : Batch Size: 128 [2022-03-25 12:12:28 main:479] : INFO : Learning Rate: 0.01 [2022-03-25 12:12:28 main:480] : INFO : Patience: 10 [2022-03-25 12:12:28 main:481] : INFO : Hidden Width: 12 [2022-03-25 12:12:28 main:482] : INFO : # Recurrent Layers: 4 [2022-03-25 12:12:28 main:483] : INFO : # Backend Layers: 4 [2022-03-25 12:12:28 main:484] : INFO : # Threads: 1 [2022-03-25 12:12:28 main:486] : INFO : Preparing Dataset [2022-03-25 12:12:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-25 12:12:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-25 12:12:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-25 12:12:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-25 12:12:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-25 12:12:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-25 12:12:31 main:494] : INFO : Creating Model [2022-03-25 12:12:31 main:507] : INFO : Preparing config file [2022-03-25 12:12:31 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-25 12:12:31 main:512] : INFO : Loading config [2022-03-25 12:12:31 main:514] : INFO : Loading state [2022-03-25 12:12:32 main:559] : INFO : Loading DataLoader into Memory [2022-03-25 12:12:32 main:562] : INFO : Starting Training [2022-03-25 12:12:34 main:574] : INFO : Epoch 1978 | loss: 0.0314272 | val_loss: 0.0312695 | Time: 2033.74 ms [2022-03-25 12:12:36 main:574] : INFO : Epoch 1979 | loss: 0.031223 | val_loss: 0.0311966 | Time: 1791.01 ms [2022-03-25 12:12:38 main:574] : INFO : Epoch 1980 | loss: 0.0311803 | val_loss: 0.0311775 | Time: 1809.93 ms [2022-03-25 12:12:39 main:574] : INFO : Epoch 1981 | loss: 0.0311662 | val_loss: 0.031171 | Time: 1801.98 ms [2022-03-25 12:12:41 main:574] : INFO : Epoch 1982 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1808.5 ms [2022-03-25 12:12:43 main:574] : INFO : Epoch 1983 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 1814.02 ms [2022-03-25 12:12:45 main:574] : INFO : Epoch 1984 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1814.39 ms [2022-03-25 12:12:47 main:574] : INFO : Epoch 1985 | loss: 0.0311634 | val_loss: 0.0311769 | Time: 1807.4 ms [2022-03-25 12:12:49 main:574] : INFO : Epoch 1986 | loss: 0.0311633 | val_loss: 0.031173 | Time: 1796.25 ms [2022-03-25 12:12:50 main:574] : INFO : Epoch 1987 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 1803.6 ms [2022-03-25 12:12:52 main:574] : INFO : Epoch 1988 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 1807.11 ms [2022-03-25 12:12:54 main:574] : INFO : Epoch 1989 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 1799.52 ms [2022-03-25 12:12:56 main:574] : INFO : Epoch 1990 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 1794.81 ms [2022-03-25 12:12:58 main:574] : INFO : Epoch 1991 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 1812.6 ms [2022-03-25 12:12:59 main:574] : INFO : Epoch 1992 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 1803.99 ms [2022-03-25 12:13:01 main:574] : INFO : Epoch 1993 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 1797.19 ms [2022-03-25 12:13:03 main:574] : INFO : Epoch 1994 | loss: 0.0311614 | val_loss: 0.0311743 | Time: 1799.98 ms [2022-03-25 12:13:05 main:574] : INFO : Epoch 1995 | loss: 0.0311613 | val_loss: 0.0311798 | Time: 1810.81 ms [2022-03-25 12:13:07 main:574] : INFO : Epoch 1996 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 1798.91 ms [2022-03-25 12:13:09 main:574] : INFO : Epoch 1997 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 1813.93 ms [2022-03-25 12:13:10 main:574] : INFO : Epoch 1998 | loss: 0.0311619 | val_loss: 0.0311737 | Time: 1806.15 ms [2022-03-25 12:13:12 main:574] : INFO : Epoch 1999 | loss: 0.0311612 | val_loss: 0.0311735 | Time: 1819.99 ms [2022-03-25 12:13:14 main:574] : INFO : Epoch 2000 | loss: 0.0311616 | val_loss: 0.031172 | Time: 1793.81 ms [2022-03-25 12:13:16 main:574] : INFO : Epoch 2001 | loss: 0.0311596 | val_loss: 0.0311798 | Time: 1801.34 ms [2022-03-25 12:13:18 main:574] : INFO : Epoch 2002 | loss: 0.03117 | val_loss: 0.0311901 | Time: 1797.75 ms [2022-03-25 12:13:19 main:574] : INFO : Epoch 2003 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 1804.48 ms [2022-03-25 12:13:21 main:574] : INFO : Epoch 2004 | loss: 0.0311599 | val_loss: 0.0311722 | Time: 1790.62 ms [2022-03-25 12:13:23 main:574] : INFO : Epoch 2005 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 1799.48 ms [2022-03-25 12:13:25 main:574] : INFO : Epoch 2006 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 1813.13 ms [2022-03-25 12:13:27 main:574] : INFO : Epoch 2007 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 1806.13 ms [2022-03-25 12:13:29 main:574] : INFO : Epoch 2008 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 1809.55 ms [2022-03-25 12:13:30 main:574] : INFO : Epoch 2009 | loss: 0.0311606 | val_loss: 0.0311749 | Time: 1801.16 ms [2022-03-25 12:13:32 main:574] : INFO : Epoch 2010 | loss: 0.031167 | val_loss: 0.0311808 | Time: 1800.87 ms [2022-03-25 12:13:34 main:574] : INFO : Epoch 2011 | loss: 0.0311771 | val_loss: 0.031191 | Time: 1804.17 ms [2022-03-25 12:13:36 main:574] : INFO : Epoch 2012 | loss: 0.0311843 | val_loss: 0.0311861 | Time: 1794.27 ms [2022-03-25 12:13:38 main:574] : INFO : Epoch 2013 | loss: 0.0311827 | val_loss: 0.0311912 | Time: 1798.62 ms [2022-03-25 12:13:39 main:574] : INFO : Epoch 2014 | loss: 0.0311836 | val_loss: 0.0311865 | Time: 1798.07 ms [2022-03-25 12:13:41 main:574] : INFO : Epoch 2015 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 1796.84 ms [2022-03-25 12:13:43 main:574] : INFO : Epoch 2016 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 1797.8 ms [2022-03-25 12:13:45 main:574] : INFO : Epoch 2017 | loss: 0.031177 | val_loss: 0.0311865 | Time: 1796.78 ms [2022-03-25 12:13:47 main:574] : INFO : Epoch 2018 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 1806.37 ms [2022-03-25 12:13:48 main:574] : INFO : Epoch 2019 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 1801.28 ms [2022-03-25 12:13:50 main:574] : INFO : Epoch 2020 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1803.04 ms [2022-03-25 12:13:52 main:574] : INFO : Epoch 2021 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1791.81 ms [2022-03-25 12:13:54 main:574] : INFO : Epoch 2022 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1806.2 ms [2022-03-25 12:13:56 main:574] : INFO : Epoch 2023 | loss: 0.0311742 | val_loss: 0.031179 | Time: 1799.14 ms [2022-03-25 12:13:58 main:574] : INFO : Epoch 2024 | loss: 0.031176 | val_loss: 0.0311807 | Time: 1795.95 ms [2022-03-25 12:13:59 main:574] : INFO : Epoch 2025 | loss: 0.0311737 | val_loss: 0.0311901 | Time: 1801.41 ms [2022-03-25 12:14:01 main:574] : INFO : Epoch 2026 | loss: 0.031176 | val_loss: 0.0311846 | Time: 1805.28 ms [2022-03-25 12:14:03 main:574] : INFO : Epoch 2027 | loss: 0.0311738 | val_loss: 0.0311836 | Time: 1790.67 ms [2022-03-25 12:14:05 main:574] : INFO : Epoch 2028 | loss: 0.031174 | val_loss: 0.0311807 | Time: 1791.46 ms [2022-03-25 12:14:07 main:574] : INFO : Epoch 2029 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 1800.78 ms [2022-03-25 12:14:08 main:574] : INFO : Epoch 2030 | loss: 0.0311839 | val_loss: 0.031183 | Time: 1808.45 ms [2022-03-25 12:14:10 main:574] : INFO : Epoch 2031 | loss: 0.0311863 | val_loss: 0.0311792 | Time: 1785.91 ms [2022-03-25 12:14:12 main:574] : INFO : Epoch 2032 | loss: 0.0311805 | val_loss: 0.0311783 | Time: 1799.37 ms [2022-03-25 12:14:14 main:574] : INFO : Epoch 2033 | loss: 0.0311806 | val_loss: 0.0311805 | Time: 1793.2 ms [2022-03-25 12:14:16 main:574] : INFO : Epoch 2034 | loss: 0.0311817 | val_loss: 0.0311783 | Time: 1805.42 ms [2022-03-25 12:14:17 main:574] : INFO : Epoch 2035 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 1798.95 ms [2022-03-25 12:14:19 main:574] : INFO : Epoch 2036 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 1796.12 ms [2022-03-25 12:14:21 main:574] : INFO : Epoch 2037 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 1795.98 ms [2022-03-25 12:14:23 main:574] : INFO : Epoch 2038 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 1797.9 ms [2022-03-25 12:14:25 main:574] : INFO : Epoch 2039 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 1800.95 ms [2022-03-25 12:14:27 main:574] : INFO : Epoch 2040 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 1797.08 ms [2022-03-25 12:14:28 main:574] : INFO : Epoch 2041 | loss: 0.031176 | val_loss: 0.0311814 | Time: 1807.34 ms [2022-03-25 12:14:30 main:574] : INFO : Epoch 2042 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 1786.86 ms [2022-03-25 12:14:32 main:574] : INFO : Epoch 2043 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1802.34 ms [2022-03-25 12:14:34 main:574] : INFO : Epoch 2044 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 1801.43 ms [2022-03-25 12:14:36 main:574] : INFO : Epoch 2045 | loss: 0.0311793 | val_loss: 0.0312117 | Time: 1796.24 ms [2022-03-25 12:14:37 main:574] : INFO : Epoch 2046 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 1805.27 ms [2022-03-25 12:14:39 main:574] : INFO : Epoch 2047 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 1801.65 ms [2022-03-25 12:14:41 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311846 | Time: 1799.54 ms [2022-03-25 12:14:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846 [2022-03-25 12:14:41 main:603] : INFO : Saving end state to config to file [2022-03-25 12:14:41 main:608] : INFO : Success, exiting.. 12:14:41 (24748): 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)