Task 12473813
| Name | ParityModified-1645992436-27010-1-0_1 |
| Workunit | 9403445 |
| Created | 4 Mar 2022, 0:28:42 UTC |
| Sent | 4 Mar 2022, 1:06:32 UTC |
| Report deadline | 12 Mar 2022, 1:06:32 UTC |
| Received | 4 Mar 2022, 21:25:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17995 |
| Run time | 1 hours 1 min 32 sec |
| CPU time | 50 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> al_loss: 0.0312504 | Time: 1763.08 ms [2022-03-03 23:00:42 main:574] : INFO : Epoch 1603 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1767.07 ms [2022-03-03 23:00:44 main:574] : INFO : Epoch 1604 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1811.05 ms [2022-03-03 23:00:45 main:574] : INFO : Epoch 1605 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1820.2 ms [2022-03-03 23:00:47 main:574] : INFO : Epoch 1606 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1819.36 ms [2022-03-03 23:00:49 main:574] : INFO : Epoch 1607 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1811.99 ms [2022-03-03 23:00:51 main:574] : INFO : Epoch 1608 | loss: 0.0312503 | val_loss: 0.031253 | Time: 1787.52 ms [2022-03-03 23:00:53 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1839.59 ms [2022-03-03 23:00:55 main:574] : INFO : Epoch 1610 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1814.29 ms [2022-03-03 23:00:56 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1821.9 ms [2022-03-03 23:00:58 main:574] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1808.67 ms [2022-03-03 23:01:00 main:574] : INFO : Epoch 1613 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1791.39 ms [2022-03-03 23:01:02 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1785.84 ms [2022-03-03 23:01:04 main:574] : INFO : Epoch 1615 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1821.73 ms [2022-03-03 23:01:06 main:574] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1752.88 ms [2022-03-03 23:01:07 main:574] : INFO : Epoch 1617 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1784.59 ms [2022-03-03 23:01:09 main:574] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1767.52 ms [2022-03-03 23:01:11 main:574] : INFO : Epoch 1619 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1784.15 ms [2022-03-03 23:01:13 main:574] : INFO : Epoch 1620 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1731.35 ms [2022-03-03 23:01:14 main:574] : INFO : Epoch 1621 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1772.65 ms [2022-03-03 23:01:16 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1827.97 ms [2022-03-03 23:01:18 main:574] : INFO : Epoch 1623 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1839.78 ms [2022-03-03 23:01:20 main:574] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1777.18 ms [2022-03-03 23:01:22 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1788.99 ms [2022-03-03 23:01:24 main:574] : INFO : Epoch 1626 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1819.31 ms [2022-03-03 23:01:25 main:574] : INFO : Epoch 1627 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1798.56 ms [2022-03-03 23:01:27 main:574] : INFO : Epoch 1628 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1793.91 ms [2022-03-03 23:01:29 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1753.65 ms [2022-03-03 23:01:31 main:574] : INFO : Epoch 1630 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1758.8 ms [2022-03-03 23:01:32 main:574] : INFO : Epoch 1631 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1788.16 ms [2022-03-03 23:01:34 main:574] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1800.93 ms [2022-03-03 23:01:36 main:574] : INFO : Epoch 1633 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1768.6 ms [2022-03-03 23:01:38 main:574] : INFO : Epoch 1634 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1822.93 ms [2022-03-03 23:01:40 main:574] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1773.38 ms [2022-03-03 23:01:41 main:574] : INFO : Epoch 1636 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1742.11 ms [2022-03-03 23:01:43 main:574] : INFO : Epoch 1637 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1773.62 ms [2022-03-03 23:01:45 main:574] : INFO : Epoch 1638 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 1744.69 ms [2022-03-03 23:01:47 main:574] : INFO : Epoch 1639 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1799.98 ms [2022-03-03 23:01:49 main:574] : INFO : Epoch 1640 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1820.04 ms [2022-03-03 23:01:50 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1806 ms [2022-03-03 23:01:52 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1815.72 ms [2022-03-03 23:01:54 main:574] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1864.77 ms [2022-03-03 23:01:56 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1825.85 ms [2022-03-03 23:01:58 main:574] : INFO : Epoch 1645 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1716.1 ms [2022-03-03 23:02:00 main:574] : INFO : Epoch 1646 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1837.56 ms [2022-03-03 23:02:01 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1777.33 ms [2022-03-03 23:02:03 main:574] : INFO : Epoch 1648 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1796.63 ms [2022-03-03 23:02:05 main:574] : INFO : Epoch 1649 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1803.3 ms [2022-03-03 23:02:07 main:574] : INFO : Epoch 1650 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1780.58 ms [2022-03-03 23:02:09 main:574] : INFO : Epoch 1651 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1810.21 ms [2022-03-03 23:02:10 main:574] : INFO : Epoch 1652 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1779.03 ms [2022-03-03 23:02:12 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1790.94 ms [2022-03-03 23:02:14 main:574] : INFO : Epoch 1654 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1816.14 ms [2022-03-03 23:02:16 main:574] : INFO : Epoch 1655 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1732.9 ms [2022-03-03 23:02:18 main:574] : INFO : Epoch 1656 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1790.55 ms [2022-03-03 23:02:19 main:574] : INFO : Epoch 1657 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1799.52 ms [2022-03-03 23:02:21 main:574] : INFO : Epoch 1658 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1795.03 ms [2022-03-03 23:02:23 main:574] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1783.59 ms [2022-03-03 23:02:25 main:574] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.0312526 | Time: 1828.26 ms [2022-03-03 23:02:27 main:574] : INFO : Epoch 1661 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1770.56 ms [2022-03-03 23:02:29 main:574] : INFO : Epoch 1662 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1793.58 ms [2022-03-03 23:02:30 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1791.18 ms [2022-03-03 23:02:32 main:574] : INFO : Epoch 1664 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1817.15 ms [2022-03-03 23:02:34 main:574] : INFO : Epoch 1665 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1832.48 ms [2022-03-03 23:02:36 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1806.15 ms [2022-03-03 23:02:38 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1842.25 ms [2022-03-03 23:02:39 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1761.8 ms [2022-03-03 23:02:41 main:574] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1828.79 ms [2022-03-03 23:02:43 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1752.11 ms [2022-03-03 23:02:45 main:574] : INFO : Epoch 1671 | loss: 0.0312512 | val_loss: 0.0312535 | Time: 1756.63 ms [2022-03-03 23:02:47 main:574] : INFO : Epoch 1672 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 1746.32 ms [2022-03-03 23:02:48 main:574] : INFO : Epoch 1673 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1758.48 ms [2022-03-03 23:02:50 main:574] : INFO : Epoch 1674 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1807.05 ms [2022-03-03 23:02:52 main:574] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1743.89 ms [2022-03-03 23:02:54 main:574] : INFO : Epoch 1676 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1794.37 ms [2022-03-03 23:02:56 main:574] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1805.29 ms [2022-03-03 23:02:57 main:574] : INFO : Epoch 1678 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1739.64 ms [2022-03-03 23:02:59 main:574] : INFO : Epoch 1679 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1840.95 ms [2022-03-03 23:03:01 main:574] : INFO : Epoch 1680 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1792.67 ms [2022-03-03 23:03:03 main:574] : INFO : Epoch 1681 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1798.94 ms [2022-03-03 23:03:05 main:574] : INFO : Epoch 1682 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1849.43 ms [2022-03-03 23:03:06 main:574] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1782.46 ms [2022-03-03 23:03:08 main:574] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1821.04 ms [2022-03-03 23:03:10 main:574] : INFO : Epoch 1685 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1775.57 ms [2022-03-03 23:03:12 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312534 | Time: 1814.57 ms [2022-03-03 23:03:14 main:574] : INFO : Epoch 1687 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1809.59 ms [2022-03-03 23:03:16 main:574] : INFO : Epoch 1688 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1838.82 ms [2022-03-03 23:03:17 main:574] : INFO : Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1798.9 ms [2022-03-03 23:03:19 main:574] : INFO : Epoch 1690 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1827.61 ms [2022-03-03 23:03:21 main:574] : INFO : Epoch 1691 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1818.25 ms [2022-03-03 23:03:23 main:574] : INFO : Epoch 1692 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1813.4 ms [2022-03-03 23:03:25 main:574] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1795.7 ms [2022-03-03 23:03:26 main:574] : INFO : Epoch 1694 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1773.58 ms [2022-03-03 23:03:28 main:574] : INFO : Epoch 1695 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1882.73 ms [2022-03-03 23:03:30 main:574] : INFO : Epoch 1696 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1816.25 ms [2022-03-03 23:03:32 main:574] : INFO : Epoch 1697 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1789.23 ms [2022-03-03 23:03:34 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1822.88 ms [2022-03-03 23:03:36 main:574] : INFO : Epoch 1699 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1783.22 ms [2022-03-03 23:03:37 main:574] : INFO : Epoch 1700 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1796.79 ms [2022-03-03 23:03:39 main:574] : INFO : Epoch 1701 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1769.71 ms [2022-03-03 23:03:41 main:574] : INFO : Epoch 1702 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1780.37 ms [2022-03-03 23:03:43 main:574] : INFO : Epoch 1703 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1781.35 ms [2022-03-03 23:03:45 main:574] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1810.72 ms [2022-03-03 23:03:47 main:574] : INFO : Epoch 1705 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1810.1 ms [2022-03-03 23:03:48 main:574] : INFO : Epoch 1706 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1826.1 ms [2022-03-03 23:03:50 main:574] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1807.74 ms [2022-03-03 23:03:52 main:574] : INFO : Epoch 1708 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1802.09 ms [2022-03-03 23:03:54 main:574] : INFO : Epoch 1709 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1785.11 ms [2022-03-03 23:03:56 main:574] : INFO : Epoch 1710 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1821.06 ms [2022-03-03 23:03:57 main:574] : INFO : Epoch 1711 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1803.37 ms [2022-03-03 23:03:59 main:574] : INFO : Epoch 1712 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1791.42 ms [2022-03-03 23:04:01 main:574] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1809.23 ms [2022-03-03 23:04:03 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1843.31 ms [2022-03-03 23:04:05 main:574] : INFO : Epoch 1715 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 1833.16 ms [2022-03-03 23:04:07 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1820.27 ms [2022-03-03 23:04:08 main:574] : INFO : Epoch 1717 | loss: 0.0312511 | val_loss: 0.031254 | Time: 1777.05 ms [2022-03-03 23:04:10 main:574] : INFO : Epoch 1718 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1732.74 ms [2022-03-03 23:04:12 main:574] : INFO : Epoch 1719 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1747.18 ms [2022-03-03 23:04:14 main:574] : INFO : Epoch 1720 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1822.14 ms [2022-03-03 23:04:16 main:574] : INFO : Epoch 1721 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1774.8 ms [2022-03-03 23:04:17 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1796.69 ms [2022-03-03 23:04:19 main:574] : INFO : Epoch 1723 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1812.38 ms [2022-03-03 23:04:21 main:574] : INFO : Epoch 1724 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1821.42 ms [2022-03-03 23:04:23 main:574] : INFO : Epoch 1725 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1822.44 ms [2022-03-03 23:04:25 main:574] : INFO : Epoch 1726 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1719.07 ms [2022-03-03 23:04:26 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1761.67 ms [2022-03-03 23:04:28 main:574] : INFO : Epoch 1728 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1776.78 ms [2022-03-03 23:04:30 main:574] : INFO : Epoch 1729 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1783.9 ms [2022-03-03 23:04:32 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1781.56 ms [2022-03-03 23:04:34 main:574] : INFO : Epoch 1731 | loss: 0.0312497 | val_loss: 0.0312531 | Time: 1753.54 ms [2022-03-03 23:04:35 main:574] : INFO : Epoch 1732 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1769.7 ms [2022-03-03 23:04:37 main:574] : INFO : Epoch 1733 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1784.36 ms [2022-03-03 23:04:39 main:574] : INFO : Epoch 1734 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1790.46 ms [2022-03-03 23:04:41 main:574] : INFO : Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 1776.11 ms [2022-03-03 23:04:43 main:574] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1823.95 ms [2022-03-03 23:04:44 main:574] : INFO : Epoch 1737 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1805.51 ms [2022-03-03 23:04:46 main:574] : INFO : Epoch 1738 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1792.03 ms [2022-03-03 23:04:48 main:574] : INFO : Epoch 1739 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1828.93 ms [2022-03-03 23:04:50 main:574] : INFO : Epoch 1740 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1824.18 ms [2022-03-03 23:04:52 main:574] : INFO : Epoch 1741 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1775.61 ms [2022-03-03 23:04:53 main:574] : INFO : Epoch 1742 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1790.68 ms [2022-03-03 23:04:55 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1730.19 ms [2022-03-03 23:04:57 main:574] : INFO : Epoch 1744 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1768.53 ms [2022-03-03 23:04:59 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1788.74 ms [2022-03-03 23:05:01 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1802.18 ms [2022-03-03 23:05:02 main:574] : INFO : Epoch 1747 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1812.33 ms [2022-03-03 23:05:04 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1824.18 ms [2022-03-03 23:05:06 main:574] : INFO : Epoch 1749 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1778.1 ms [2022-03-03 23:05:08 main:574] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1809.17 ms [2022-03-03 23:05:10 main:574] : INFO : Epoch 1751 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1826.38 ms [2022-03-03 23:05:12 main:574] : INFO : Epoch 1752 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1826.32 ms [2022-03-03 23:05:13 main:574] : INFO : Epoch 1753 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1758.32 ms [2022-03-03 23:05:15 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1821.25 ms [2022-03-03 23:05:17 main:574] : INFO : Epoch 1755 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1782.83 ms [2022-03-03 23:05:19 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1741.92 ms [2022-03-03 23:05:21 main:574] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1795.59 ms [2022-03-03 23:05:22 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1799.12 ms [2022-03-03 23:05:24 main:574] : INFO : Epoch 1759 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1778.87 ms [2022-03-03 23:05:26 main:574] : INFO : Epoch 1760 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1777.38 ms [2022-03-03 23:05:28 main:574] : INFO : Epoch 1761 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1805.45 ms [2022-03-03 23:05:30 main:574] : INFO : Epoch 1762 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1768.79 ms [2022-03-03 23:05:31 main:574] : INFO : Epoch 1763 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1754.57 ms [2022-03-03 23:05:33 main:574] : INFO : Epoch 1764 | loss: 0.0312503 | val_loss: 0.031256 | Time: 1802.47 ms [2022-03-03 23:05:35 main:574] : INFO : Epoch 1765 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1790.19 ms [2022-03-03 23:05:37 main:574] : INFO : Epoch 1766 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1818.93 ms [2022-03-03 23:05:39 main:574] : INFO : Epoch 1767 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1812.41 ms [2022-03-03 23:05:40 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1748.66 ms [2022-03-03 23:05:42 main:574] : INFO : Epoch 1769 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1837.25 ms [2022-03-03 23:05:44 main:574] : INFO : Epoch 1770 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1843.25 ms [2022-03-03 23:05:46 main:574] : INFO : Epoch 1771 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1703.74 ms [2022-03-03 23:05:48 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1872.34 ms [2022-03-03 23:05:50 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1824.19 ms [2022-03-03 23:05:51 main:574] : INFO : Epoch 1774 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1795.54 ms [2022-03-03 23:05:53 main:574] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1817.32 ms [2022-03-03 23:05:55 main:574] : INFO : Epoch 1776 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1830.51 ms [2022-03-03 23:05:57 main:574] : INFO : Epoch 1777 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1763.51 ms [2022-03-03 23:05:59 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1769.42 ms [2022-03-03 23:06:00 main:574] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1787.41 ms [2022-03-03 23:06:02 main:574] : INFO : Epoch 1780 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1791.32 ms [2022-03-03 23:06:04 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1694.62 ms [2022-03-03 23:06:06 main:574] : INFO : Epoch 1782 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1762.04 ms [2022-03-03 23:06:07 main:574] : INFO : Epoch 1783 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1775.68 ms [2022-03-03 23:06:09 main:574] : INFO : Epoch 1784 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1782.61 ms [2022-03-03 23:06:11 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1792.71 ms [2022-03-03 23:06:13 main:574] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1817.13 ms [2022-03-03 23:06:15 main:574] : INFO : Epoch 1787 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 1828.09 ms [2022-03-03 23:06:17 main:574] : INFO : Epoch 1788 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1813.41 ms [2022-03-03 23:06:18 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1797.24 ms [2022-03-03 23:06:20 main:574] : INFO : Epoch 1790 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1772.62 ms [2022-03-03 23:06:22 main:574] : INFO : Epoch 1791 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1786.31 ms [2022-03-03 23:06:24 main:574] : INFO : Epoch 1792 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1820.58 ms [2022-03-03 23:06:26 main:574] : INFO : Epoch 1793 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1795.14 ms [2022-03-03 23:06:27 main:574] : INFO : Epoch 1794 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1775.54 ms [2022-03-03 23:06:29 main:574] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312521 | Time: 1847.22 ms [2022-03-03 23:06:31 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1837.95 ms [2022-03-03 23:06:33 main:574] : INFO : Epoch 1797 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1812.6 ms [2022-03-03 23:06:35 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1790.55 ms [2022-03-03 23:06:36 main:574] : INFO : Epoch 1799 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1765.61 ms [2022-03-03 23:06:38 main:574] : INFO : Epoch 1800 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1807.11 ms [2022-03-03 23:06:40 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1791.96 ms [2022-03-03 23:06:42 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1846.2 ms [2022-03-03 23:06:44 main:574] : INFO : Epoch 1803 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 1798.47 ms [2022-03-03 23:06:46 main:574] : INFO : Epoch 1804 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1845.5 ms [2022-03-03 23:06:47 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1790.47 ms [2022-03-03 23:06:49 main:574] : INFO : Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1820.7 ms [2022-03-03 23:06:51 main:574] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1824.43 ms [2022-03-03 23:06:53 main:574] : INFO : Epoch 1808 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1762.26 ms [2022-03-03 23:06:55 main:574] : INFO : Epoch 1809 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1740.27 ms [2022-03-03 23:06:56 main:574] : INFO : Epoch 1810 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1811.1 ms [2022-03-03 23:06:58 main:574] : INFO : Epoch 1811 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1707.8 ms [2022-03-03 23:07:00 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1788.74 ms [2022-03-03 23:07:02 main:574] : INFO : Epoch 1813 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1806.18 ms [2022-03-03 23:07:04 main:574] : INFO : Epoch 1814 | loss: 0.03125 | val_loss: 0.0312543 | Time: 1844.9 ms [2022-03-03 23:07:05 main:574] : INFO : Epoch 1815 | loss: 0.0312526 | val_loss: 0.0312501 | Time: 1784.82 ms [2022-03-03 23:07:07 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1808.33 ms [2022-03-03 23:07:09 main:574] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1745.03 ms [2022-03-03 23:07:11 main:574] : INFO : Epoch 1818 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1751.62 ms [2022-03-03 23:07:13 main:574] : INFO : Epoch 1819 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 1823.94 ms [2022-03-03 23:07:14 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1732.39 ms [2022-03-03 23:07:16 main:574] : INFO : Epoch 1821 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1766.64 ms [2022-03-03 23:07:18 main:574] : INFO : Epoch 1822 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1762.7 ms [2022-03-03 23:07:20 main:574] : INFO : Epoch 1823 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1741.16 ms [2022-03-03 23:07:22 main:574] : INFO : Epoch 1824 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1781.34 ms [2022-03-03 23:07:23 main:574] : INFO : Epoch 1825 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1821.48 ms [2022-03-03 23:07:25 main:574] : INFO : Epoch 1826 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1750.87 ms [2022-03-03 23:07:27 main:574] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1849.08 ms [2022-03-03 23:07:29 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1775.85 ms [2022-03-03 23:07:31 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1766.52 ms [2022-03-03 23:07:32 main:574] : INFO : Epoch 1830 | loss: 0.0312497 | val_loss: 0.0312533 | Time: 1775.4 ms [2022-03-03 23:07:34 main:574] : INFO : Epoch 1831 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1806.25 ms [2022-03-03 23:07:36 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1726.7 ms [2022-03-03 23:07:38 main:574] : INFO : Epoch 1833 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1828.31 ms [2022-03-03 23:07:40 main:574] : INFO : Epoch 1834 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1791.82 ms [2022-03-03 23:07:41 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1758.11 ms [2022-03-03 23:07:43 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1728.72 ms [2022-03-03 23:07:45 main:574] : INFO : Epoch 1837 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1807.9 ms [2022-03-03 23:07:47 main:574] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1844.07 ms [2022-03-03 23:07:49 main:574] : INFO : Epoch 1839 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1788.9 ms [2022-03-03 23:07:50 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1765.24 ms [2022-03-03 23:07:52 main:574] : INFO : Epoch 1841 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1823.91 ms [2022-03-03 23:07:54 main:574] : INFO : Epoch 1842 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1762.89 ms [2022-03-03 23:07:56 main:574] : INFO : Epoch 1843 | loss: 0.03125 | val_loss: 0.031254 | Time: 1801.62 ms [2022-03-03 23:07:58 main:574] : INFO : Epoch 1844 | loss: 0.0312513 | val_loss: 0.031255 | Time: 1844.81 ms [2022-03-03 23:07:59 main:574] : INFO : Epoch 1845 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1821.66 ms [2022-03-03 23:08:01 main:574] : INFO : Epoch 1846 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1810.18 ms [2022-03-03 23:08:03 main:574] : INFO : Epoch 1847 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1788.72 ms [2022-03-03 23:08:05 main:574] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1803.91 ms [2022-03-03 23:08:07 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1772.29 ms [2022-03-03 23:08:09 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1810.81 ms [2022-03-03 23:08:10 main:574] : INFO : Epoch 1851 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1767.05 ms [2022-03-03 23:08:12 main:574] : INFO : Epoch 1852 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 1734.61 ms [2022-03-03 23:08:14 main:574] : INFO : Epoch 1853 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 1842.04 ms [2022-03-03 23:08:16 main:574] : INFO : Epoch 1854 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1793.07 ms [2022-03-03 23:08:18 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1798.35 ms [2022-03-03 23:08:19 main:574] : INFO : Epoch 1856 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1799.26 ms [2022-03-03 23:08:21 main:574] : INFO : Epoch 1857 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1719.2 ms [2022-03-03 23:08:23 main:574] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1823.29 ms [2022-03-03 23:08:25 main:574] : INFO : Epoch 1859 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1772.94 ms [2022-03-03 23:08:26 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1730.71 ms [2022-03-03 23:08:28 main:574] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1825.14 ms [2022-03-03 23:08:30 main:574] : INFO : Epoch 1862 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1733.19 ms [2022-03-03 23:08:32 main:574] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1819.29 ms [2022-03-03 23:08:34 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1802.45 ms [2022-03-03 23:08:36 main:574] : INFO : Epoch 1865 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1791.61 ms [2022-03-03 23:08:37 main:574] : INFO : Epoch 1866 | loss: 0.0312507 | val_loss: 0.0312534 | Time: 1764.38 ms [2022-03-03 23:08:39 main:574] : INFO : Epoch 1867 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1825.51 ms [2022-03-03 23:08:41 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1812.65 ms [2022-03-03 23:08:43 main:574] : INFO : Epoch 1869 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1831.94 ms [2022-03-03 23:08:45 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1788.56 ms [2022-03-03 23:08:46 main:574] : INFO : Epoch 1871 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 1749.42 ms [2022-03-03 23:08:48 main:574] : INFO : Epoch 1872 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1758.47 ms [2022-03-03 23:08:50 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1816.27 ms [2022-03-03 23:08:52 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1808.94 ms [2022-03-03 23:08:54 main:574] : INFO : Epoch 1875 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1780.4 ms [2022-03-03 23:08:55 main:574] : INFO : Epoch 1876 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1781.58 ms [2022-03-03 23:08:57 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1807.66 ms [2022-03-03 23:08:59 main:574] : INFO : Epoch 1878 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1792.95 ms [2022-03-03 23:09:01 main:574] : INFO : Epoch 1879 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1782.13 ms [2022-03-03 23:09:03 main:574] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1831.53 ms [2022-03-03 23:09:04 main:574] : INFO : Epoch 1881 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1789.57 ms [2022-03-03 23:09:06 main:574] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1752.56 ms [2022-03-03 23:09:08 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1789.03 ms [2022-03-03 23:09:10 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1797.27 ms [2022-03-03 23:09:12 main:574] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1801.34 ms [2022-03-03 23:09:13 main:574] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1817.95 ms [2022-03-03 23:09:15 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1809.45 ms [2022-03-03 23:09:17 main:574] : INFO : Epoch 1888 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1834.3 ms [2022-03-03 23:09:19 main:574] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1796.9 ms [2022-03-03 23:09:21 main:574] : INFO : Epoch 1890 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1844.36 ms [2022-03-03 23:09:23 main:574] : INFO : Epoch 1891 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1767.4 ms [2022-03-03 23:09:24 main:574] : INFO : Epoch 1892 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1770.99 ms [2022-03-03 23:09:26 main:574] : INFO : Epoch 1893 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1784.63 ms [2022-03-03 23:09:28 main:574] : INFO : Epoch 1894 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1782.18 ms [2022-03-03 23:09:30 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1797.08 ms [2022-03-03 23:09:32 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1772.91 ms [2022-03-03 23:09:33 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1805.51 ms [2022-03-03 23:09:35 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1770.45 ms [2022-03-03 23:09:37 main:574] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1777.99 ms [2022-03-03 23:09:39 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1802.2 ms [2022-03-03 23:09:41 main:574] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1854.11 ms [2022-03-03 23:09:43 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1790.48 ms [2022-03-03 23:09:44 main:574] : INFO : Epoch 1903 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 1825.21 ms [2022-03-03 23:09:46 main:574] : INFO : Epoch 1904 | loss: 0.0312515 | val_loss: 0.0312526 | Time: 1806.68 ms [2022-03-03 23:09:48 main:574] : INFO : Epoch 1905 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1877.67 ms [2022-03-03 23:09:50 main:574] : INFO : Epoch 1906 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1796.52 ms [2022-03-03 23:09:52 main:574] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1767.76 ms [2022-03-03 23:09:54 main:574] : INFO : Epoch 1908 | loss: 0.0312513 | val_loss: 0.0312531 | Time: 1874.8 ms [2022-03-03 23:09:55 main:574] : INFO : Epoch 1909 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1789.26 ms [2022-03-03 23:09:57 main:574] : INFO : Epoch 1910 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1865.7 ms [2022-03-03 23:09:59 main:574] : INFO : Epoch 1911 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1757.53 ms [2022-03-03 23:10:01 main:574] : INFO : Epoch 1912 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1743.22 ms [2022-03-03 23:10:03 main:574] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1799.18 ms [2022-03-03 23:10:04 main:574] : INFO : Epoch 1914 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1754.53 ms [2022-03-03 23:10:06 main:574] : INFO : Epoch 1915 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1726.55 ms [2022-03-03 23:10:08 main:574] : INFO : Epoch 1916 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1742.26 ms [2022-03-03 23:10:10 main:574] : INFO : Epoch 1917 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1752.74 ms [2022-03-03 23:10:11 main:574] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1766.67 ms [2022-03-03 23:10:13 main:574] : INFO : Epoch 1919 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1778.1 ms [2022-03-03 23:10:15 main:574] : INFO : Epoch 1920 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1789.31 ms [2022-03-03 23:10:17 main:574] : INFO : Epoch 1921 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1770.19 ms [2022-03-03 23:10:19 main:574] : INFO : Epoch 1922 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1795.98 ms [2022-03-03 23:10:20 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1803.25 ms [2022-03-03 23:10:22 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1773.09 ms [2022-03-03 23:10:24 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1756.76 ms [2022-03-03 23:10:26 main:574] : INFO : Epoch 1926 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1752.43 ms [2022-03-03 23:10:28 main:574] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1796.29 ms [2022-03-03 23:10:29 main:574] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1759.2 ms [2022-03-03 23:10:31 main:574] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1792.49 ms [2022-03-03 23:10:33 main:574] : INFO : Epoch 1930 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1751.45 ms [2022-03-03 23:10:35 main:574] : INFO : Epoch 1931 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1835.21 ms [2022-03-03 23:10:37 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1745.79 ms [2022-03-03 23:10:38 main:574] : INFO : Epoch 1933 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1876.28 ms [2022-03-03 23:10:40 main:574] : INFO : Epoch 1934 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1781.7 ms [2022-03-03 23:10:42 main:574] : INFO : Epoch 1935 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1801.91 ms [2022-03-03 23:10:44 main:574] : INFO : Epoch 1936 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1835.11 ms [2022-03-03 23:10:46 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1783.21 ms [2022-03-03 23:10:47 main:574] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1802.35 ms [2022-03-03 23:10:49 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1837.99 ms [2022-03-03 23:10:51 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1814.98 ms [2022-03-03 23:10:53 main:574] : INFO : Epoch 1941 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1807.96 ms [2022-03-03 23:10:55 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1812.95 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-03-04 11:16:30 main:435] : INFO : Set logging level to 1 [2022-03-04 11:16:30 main:441] : INFO : Running in BOINC Client mode [2022-03-04 11:16:30 main:444] : INFO : Resolving all filenames [2022-03-04 11:16:30 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-04 11:16:30 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-04 11:16:30 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-04 11:16:30 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-04 11:16:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-04 11:16:30 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-04 11:16:30 main:474] : INFO : Configuration: [2022-03-04 11:16:30 main:475] : INFO : Model type: GRU [2022-03-04 11:16:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-04 11:16:30 main:477] : INFO : Max Epochs: 2048 [2022-03-04 11:16:30 main:478] : INFO : Batch Size: 128 [2022-03-04 11:16:30 main:479] : INFO : Learning Rate: 0.01 [2022-03-04 11:16:30 main:480] : INFO : Patience: 10 [2022-03-04 11:16:30 main:481] : INFO : Hidden Width: 12 [2022-03-04 11:16:30 main:482] : INFO : # Recurrent Layers: 4 [2022-03-04 11:16:30 main:483] : INFO : # Backend Layers: 4 [2022-03-04 11:16:30 main:484] : INFO : # Threads: 1 [2022-03-04 11:16:30 main:486] : INFO : Preparing Dataset [2022-03-04 11:16:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-04 11:16:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-04 11:16:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-04 11:16:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-04 11:16:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-04 11:16:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-04 11:16:34 main:494] : INFO : Creating Model [2022-03-04 11:16:34 main:507] : INFO : Preparing config file [2022-03-04 11:16:34 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-04 11:16:34 main:512] : INFO : Loading config [2022-03-04 11:16:34 main:514] : INFO : Loading state [2022-03-04 11:16:35 main:559] : INFO : Loading DataLoader into Memory [2022-03-04 11:16:35 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-03-04 13:21:56 main:435] : INFO : Set logging level to 1 [2022-03-04 13:21:56 main:441] : INFO : Running in BOINC Client mode [2022-03-04 13:21:56 main:444] : INFO : Resolving all filenames [2022-03-04 13:21:56 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-04 13:21:56 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-04 13:21:56 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-04 13:21:56 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-04 13:21:56 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-04 13:21:56 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-04 13:21:56 main:474] : INFO : Configuration: [2022-03-04 13:21:56 main:475] : INFO : Model type: GRU [2022-03-04 13:21:56 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-04 13:21:56 main:477] : INFO : Max Epochs: 2048 [2022-03-04 13:21:56 main:478] : INFO : Batch Size: 128 [2022-03-04 13:21:56 main:479] : INFO : Learning Rate: 0.01 [2022-03-04 13:21:56 main:480] : INFO : Patience: 10 [2022-03-04 13:21:56 main:481] : INFO : Hidden Width: 12 [2022-03-04 13:21:56 main:482] : INFO : # Recurrent Layers: 4 [2022-03-04 13:21:56 main:483] : INFO : # Backend Layers: 4 [2022-03-04 13:21:56 main:484] : INFO : # Threads: 1 [2022-03-04 13:21:56 main:486] : INFO : Preparing Dataset [2022-03-04 13:21:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-04 13:21:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-04 13:21:58 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-04 13:21:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-04 13:21:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-04 13:21:58 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-04 13:21:58 main:494] : INFO : Creating Model [2022-03-04 13:21:58 main:507] : INFO : Preparing config file [2022-03-04 13:21:58 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-04 13:21:58 main:512] : INFO : Loading config [2022-03-04 13:21:58 main:514] : INFO : Loading state [2022-03-04 13:21:59 main:559] : INFO : Loading DataLoader into Memory [2022-03-04 13:21:59 main:562] : INFO : Starting Training [2022-03-04 13:22:01 main:574] : INFO : Epoch 1932 | loss: 0.031267 | val_loss: 0.0312537 | Time: 2026.22 ms [2022-03-04 13:22:03 main:574] : INFO : Epoch 1933 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 1545.21 ms [2022-03-04 13:22:04 main:574] : INFO : Epoch 1934 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1634.1 ms [2022-03-04 13:22:06 main:574] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1649.76 ms [2022-03-04 13:22:08 main:574] : INFO : Epoch 1936 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1640.55 ms [2022-03-04 13:22:09 main:574] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1684.8 ms [2022-03-04 13:22:11 main:574] : INFO : Epoch 1938 | loss: 0.0312514 | val_loss: 0.0312531 | Time: 1710.73 ms [2022-03-04 13:22:13 main:574] : INFO : Epoch 1939 | loss: 0.0312525 | val_loss: 0.0312511 | Time: 1633.58 ms [2022-03-04 13:22:14 main:574] : INFO : Epoch 1940 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1645.56 ms [2022-03-04 13:22:16 main:574] : INFO : Epoch 1941 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1588.51 ms [2022-03-04 13:22:18 main:574] : INFO : Epoch 1942 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1623.26 ms [2022-03-04 13:22:19 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1702.31 ms [2022-03-04 13:22:21 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1638.62 ms [2022-03-04 13:22:23 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1628.32 ms [2022-03-04 13:22:24 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1686.83 ms [2022-03-04 13:22:26 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1658.43 ms [2022-03-04 13:22:28 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1614.94 ms [2022-03-04 13:22:29 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1650.9 ms [2022-03-04 13:22:31 main:574] : INFO : Epoch 1950 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1616.39 ms [2022-03-04 13:22:32 main:574] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1601.05 ms [2022-03-04 13:22:34 main:574] : INFO : Epoch 1952 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1610.6 ms [2022-03-04 13:22:36 main:574] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1603.53 ms [2022-03-04 13:22:37 main:574] : INFO : Epoch 1954 | loss: 0.0312514 | val_loss: 0.031255 | Time: 1616.98 ms [2022-03-04 13:22:39 main:574] : INFO : Epoch 1955 | loss: 0.0312527 | val_loss: 0.031252 | Time: 1640.14 ms [2022-03-04 13:22:41 main:574] : INFO : Epoch 1956 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1659.9 ms [2022-03-04 13:22:42 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1615.27 ms [2022-03-04 13:22:44 main:574] : INFO : Epoch 1958 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1666.92 ms [2022-03-04 13:22:46 main:574] : INFO : Epoch 1959 | loss: 0.0312496 | val_loss: 0.0312523 | Time: 1637.21 ms [2022-03-04 13:22:47 main:574] : INFO : Epoch 1960 | loss: 0.0312508 | val_loss: 0.0312493 | Time: 1587.79 ms [2022-03-04 13:22:49 main:574] : INFO : Epoch 1961 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1627.21 ms [2022-03-04 13:22:51 main:574] : INFO : Epoch 1962 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1619.4 ms [2022-03-04 13:22:52 main:574] : INFO : Epoch 1963 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1677.34 ms [2022-03-04 13:22:54 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1599.78 ms [2022-03-04 13:22:56 main:574] : INFO : Epoch 1965 | loss: 0.031249 | val_loss: 0.0312478 | Time: 1770.97 ms [2022-03-04 13:22:57 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1627.53 ms [2022-03-04 13:22:59 main:574] : INFO : Epoch 1967 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 1638.24 ms [2022-03-04 13:23:01 main:574] : INFO : Epoch 1968 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1598.89 ms [2022-03-04 13:23:02 main:574] : INFO : Epoch 1969 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1615.65 ms [2022-03-04 13:23:04 main:574] : INFO : Epoch 1970 | loss: 0.0312438 | val_loss: 0.031241 | Time: 1640.27 ms [2022-03-04 13:23:05 main:574] : INFO : Epoch 1971 | loss: 0.0312429 | val_loss: 0.0312563 | Time: 1607.1 ms [2022-03-04 13:23:07 main:574] : INFO : Epoch 1972 | loss: 0.0312445 | val_loss: 0.0312372 | Time: 1619.16 ms [2022-03-04 13:23:09 main:574] : INFO : Epoch 1973 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 1709.71 ms [2022-03-04 13:23:10 main:574] : INFO : Epoch 1974 | loss: 0.0312363 | val_loss: 0.031231 | Time: 1618.51 ms [2022-03-04 13:23:12 main:574] : INFO : Epoch 1975 | loss: 0.0312344 | val_loss: 0.03124 | Time: 1618.22 ms [2022-03-04 13:23:14 main:574] : INFO : Epoch 1976 | loss: 0.0312356 | val_loss: 0.0312316 | Time: 1635.7 ms [2022-03-04 13:23:15 main:574] : INFO : Epoch 1977 | loss: 0.0312308 | val_loss: 0.031234 | Time: 1590.21 ms [2022-03-04 13:23:17 main:574] : INFO : Epoch 1978 | loss: 0.0312351 | val_loss: 0.0312382 | Time: 1587.26 ms [2022-03-04 13:23:19 main:574] : INFO : Epoch 1979 | loss: 0.0312378 | val_loss: 0.0312387 | Time: 1629.46 ms [2022-03-04 13:23:20 main:574] : INFO : Epoch 1980 | loss: 0.031228 | val_loss: 0.0312271 | Time: 1683.64 ms [2022-03-04 13:23:22 main:574] : INFO : Epoch 1981 | loss: 0.0312289 | val_loss: 0.0312264 | Time: 1582.68 ms [2022-03-04 13:23:24 main:574] : INFO : Epoch 1982 | loss: 0.0312246 | val_loss: 0.031225 | Time: 1597.28 ms [2022-03-04 13:23:25 main:574] : INFO : Epoch 1983 | loss: 0.031226 | val_loss: 0.0312238 | Time: 1548.8 ms [2022-03-04 13:23:27 main:574] : INFO : Epoch 1984 | loss: 0.031226 | val_loss: 0.0312315 | Time: 1598.05 ms [2022-03-04 13:23:28 main:574] : INFO : Epoch 1985 | loss: 0.031225 | val_loss: 0.0312342 | Time: 1624.72 ms [2022-03-04 13:23:30 main:574] : INFO : Epoch 1986 | loss: 0.0312233 | val_loss: 0.0312209 | Time: 1611.82 ms [2022-03-04 13:23:32 main:574] : INFO : Epoch 1987 | loss: 0.031222 | val_loss: 0.0312246 | Time: 1651.4 ms [2022-03-04 13:23:33 main:574] : INFO : Epoch 1988 | loss: 0.0312198 | val_loss: 0.0312197 | Time: 1608.93 ms [2022-03-04 13:23:35 main:574] : INFO : Epoch 1989 | loss: 0.0312184 | val_loss: 0.0312202 | Time: 1611.32 ms [2022-03-04 13:23:37 main:574] : INFO : Epoch 1990 | loss: 0.0312189 | val_loss: 0.0312182 | Time: 1639.2 ms [2022-03-04 13:23:38 main:574] : INFO : Epoch 1991 | loss: 0.0312191 | val_loss: 0.0312282 | Time: 1568.78 ms [2022-03-04 13:23:40 main:574] : INFO : Epoch 1992 | loss: 0.0312216 | val_loss: 0.0312334 | Time: 1603.36 ms [2022-03-04 13:23:41 main:574] : INFO : Epoch 1993 | loss: 0.0312208 | val_loss: 0.0312188 | Time: 1585.45 ms [2022-03-04 13:23:43 main:574] : INFO : Epoch 1994 | loss: 0.0312202 | val_loss: 0.0312206 | Time: 1640.46 ms [2022-03-04 13:23:45 main:574] : INFO : Epoch 1995 | loss: 0.0312207 | val_loss: 0.0312181 | Time: 1699.92 ms [2022-03-04 13:23:46 main:574] : INFO : Epoch 1996 | loss: 0.0312186 | val_loss: 0.0312163 | Time: 1610.32 ms [2022-03-04 13:23:48 main:574] : INFO : Epoch 1997 | loss: 0.0312194 | val_loss: 0.0312161 | Time: 1611.95 ms [2022-03-04 13:23:50 main:574] : INFO : Epoch 1998 | loss: 0.031217 | val_loss: 0.0312154 | Time: 1600.18 ms [2022-03-04 13:23:51 main:574] : INFO : Epoch 1999 | loss: 0.031217 | val_loss: 0.0312181 | Time: 1609.52 ms [2022-03-04 13:23:53 main:574] : INFO : Epoch 2000 | loss: 0.0312179 | val_loss: 0.0312217 | Time: 1621.03 ms [2022-03-04 13:23:54 main:574] : INFO : Epoch 2001 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 1571.2 ms [2022-03-04 13:23:56 main:574] : INFO : Epoch 2002 | loss: 0.0312177 | val_loss: 0.0312171 | Time: 1605.44 ms [2022-03-04 13:23:58 main:574] : INFO : Epoch 2003 | loss: 0.0312172 | val_loss: 0.0312177 | Time: 1575.1 ms [2022-03-04 13:23:59 main:574] : INFO : Epoch 2004 | loss: 0.0312163 | val_loss: 0.0312165 | Time: 1609.86 ms [2022-03-04 13:24:01 main:574] : INFO : Epoch 2005 | loss: 0.0312165 | val_loss: 0.0312166 | Time: 1647.31 ms [2022-03-04 13:24:03 main:574] : INFO : Epoch 2006 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 1611.43 ms [2022-03-04 13:24:04 main:574] : INFO : Epoch 2007 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 1690.14 ms [2022-03-04 13:24:06 main:574] : INFO : Epoch 2008 | loss: 0.0312181 | val_loss: 0.0312315 | Time: 1603.05 ms [2022-03-04 13:24:07 main:574] : INFO : Epoch 2009 | loss: 0.031217 | val_loss: 0.0312147 | Time: 1564.94 ms [2022-03-04 13:24:09 main:574] : INFO : Epoch 2010 | loss: 0.0312145 | val_loss: 0.0312151 | Time: 1583.23 ms [2022-03-04 13:24:11 main:574] : INFO : Epoch 2011 | loss: 0.0312153 | val_loss: 0.031214 | Time: 1597.7 ms [2022-03-04 13:24:12 main:574] : INFO : Epoch 2012 | loss: 0.0312153 | val_loss: 0.0312131 | Time: 1626.38 ms [2022-03-04 13:24:14 main:574] : INFO : Epoch 2013 | loss: 0.0312146 | val_loss: 0.031212 | Time: 1656.9 ms [2022-03-04 13:24:16 main:574] : INFO : Epoch 2014 | loss: 0.0312154 | val_loss: 0.031216 | Time: 1606.09 ms [2022-03-04 13:24:17 main:574] : INFO : Epoch 2015 | loss: 0.0312146 | val_loss: 0.0312146 | Time: 1576.09 ms [2022-03-04 13:24:19 main:574] : INFO : Epoch 2016 | loss: 0.031215 | val_loss: 0.0312129 | Time: 1587.45 ms [2022-03-04 13:24:20 main:574] : INFO : Epoch 2017 | loss: 0.0312137 | val_loss: 0.0312119 | Time: 1602 ms [2022-03-04 13:24:22 main:574] : INFO : Epoch 2018 | loss: 0.031213 | val_loss: 0.0312163 | Time: 1611.25 ms [2022-03-04 13:24:24 main:574] : INFO : Epoch 2019 | loss: 0.0312133 | val_loss: 0.0312123 | Time: 1617.7 ms [2022-03-04 13:24:25 main:574] : INFO : Epoch 2020 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1608.29 ms [2022-03-04 13:24:27 main:574] : INFO : Epoch 2021 | loss: 0.0312109 | val_loss: 0.0312096 | Time: 1600.02 ms [2022-03-04 13:24:29 main:574] : INFO : Epoch 2022 | loss: 0.0312107 | val_loss: 0.0312098 | Time: 1663.61 ms [2022-03-04 13:24:30 main:574] : INFO : Epoch 2023 | loss: 0.0312096 | val_loss: 0.0312081 | Time: 1631.8 ms [2022-03-04 13:24:32 main:574] : INFO : Epoch 2024 | loss: 0.0312106 | val_loss: 0.0312094 | Time: 1643.46 ms [2022-03-04 13:24:34 main:574] : INFO : Epoch 2025 | loss: 0.0312092 | val_loss: 0.0312069 | Time: 1658.05 ms [2022-03-04 13:24:35 main:574] : INFO : Epoch 2026 | loss: 0.0312089 | val_loss: 0.0312088 | Time: 1630.42 ms [2022-03-04 13:24:37 main:574] : INFO : Epoch 2027 | loss: 0.0312084 | val_loss: 0.0312135 | Time: 1590.37 ms [2022-03-04 13:24:38 main:574] : INFO : Epoch 2028 | loss: 0.0312091 | val_loss: 0.0312098 | Time: 1590.8 ms [2022-03-04 13:24:40 main:574] : INFO : Epoch 2029 | loss: 0.0312075 | val_loss: 0.0312075 | Time: 1586 ms [2022-03-04 13:24:42 main:574] : INFO : Epoch 2030 | loss: 0.0312067 | val_loss: 0.0312072 | Time: 1628.19 ms [2022-03-04 13:24:43 main:574] : INFO : Epoch 2031 | loss: 0.0312062 | val_loss: 0.0312059 | Time: 1638.69 ms [2022-03-04 13:24:45 main:574] : INFO : Epoch 2032 | loss: 0.0312082 | val_loss: 0.0312096 | Time: 1604.54 ms [2022-03-04 13:24:47 main:574] : INFO : Epoch 2033 | loss: 0.0312082 | val_loss: 0.0312074 | Time: 1683.26 ms [2022-03-04 13:24:48 main:574] : INFO : Epoch 2034 | loss: 0.0312267 | val_loss: 0.0312389 | Time: 1610.52 ms [2022-03-04 13:24:50 main:574] : INFO : Epoch 2035 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 1627.46 ms [2022-03-04 13:24:52 main:574] : INFO : Epoch 2036 | loss: 0.0312368 | val_loss: 0.0312341 | Time: 1677.92 ms [2022-03-04 13:24:53 main:574] : INFO : Epoch 2037 | loss: 0.0312335 | val_loss: 0.0312318 | Time: 1612.27 ms [2022-03-04 13:24:55 main:574] : INFO : Epoch 2038 | loss: 0.0312331 | val_loss: 0.0312327 | Time: 1598.4 ms [2022-03-04 13:24:57 main:574] : INFO : Epoch 2039 | loss: 0.0312321 | val_loss: 0.0312294 | Time: 1588.29 ms [2022-03-04 13:24:58 main:574] : INFO : Epoch 2040 | loss: 0.0312302 | val_loss: 0.0312335 | Time: 1645.63 ms [2022-03-04 13:25:00 main:574] : INFO : Epoch 2041 | loss: 0.0312293 | val_loss: 0.031229 | Time: 1620.99 ms [2022-03-04 13:25:01 main:574] : INFO : Epoch 2042 | loss: 0.0312273 | val_loss: 0.031228 | Time: 1595.33 ms [2022-03-04 13:25:03 main:574] : INFO : Epoch 2043 | loss: 0.0312259 | val_loss: 0.0312268 | Time: 1544.23 ms [2022-03-04 13:25:05 main:574] : INFO : Epoch 2044 | loss: 0.0312261 | val_loss: 0.031226 | Time: 1591.85 ms [2022-03-04 13:25:06 main:574] : INFO : Epoch 2045 | loss: 0.0312245 | val_loss: 0.031226 | Time: 1616.89 ms [2022-03-04 13:25:08 main:574] : INFO : Epoch 2046 | loss: 0.0312241 | val_loss: 0.0312259 | Time: 1617.7 ms [2022-03-04 13:25:09 main:574] : INFO : Epoch 2047 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 1608.16 ms [2022-03-04 13:25:11 main:574] : INFO : Epoch 2048 | loss: 0.0312247 | val_loss: 0.0312259 | Time: 1603.49 ms [2022-03-04 13:25:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312259 [2022-03-04 13:25:11 main:603] : INFO : Saving end state to config to file [2022-03-04 13:25:11 main:608] : INFO : Success, exiting.. 13:25:11 (10648): 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)