Task 5549144
| Name | ParityMachine-1625099174-11940-0_0 |
| Workunit | 3397956 |
| Created | 1 Jul 2021, 0:26:18 UTC |
| Sent | 4 Jul 2021, 17:19:48 UTC |
| Report deadline | 12 Jul 2021, 17:19:48 UTC |
| Received | 4 Jul 2021, 22:36:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 2 min 54 sec |
| CPU time | 1 hours 2 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0313002 | Time: 1717.43 ms [2021-07-04 23:35:23 main:574] : INFO : Epoch 1572 | loss: 0.0309702 | val_loss: 0.0313223 | Time: 1753.43 ms [2021-07-04 23:35:24 main:574] : INFO : Epoch 1573 | loss: 0.0309681 | val_loss: 0.0313392 | Time: 1709.58 ms [2021-07-04 23:35:26 main:574] : INFO : Epoch 1574 | loss: 0.0309668 | val_loss: 0.031315 | Time: 1726.61 ms [2021-07-04 23:35:28 main:574] : INFO : Epoch 1575 | loss: 0.0309743 | val_loss: 0.0312956 | Time: 1738.81 ms [2021-07-04 23:35:30 main:574] : INFO : Epoch 1576 | loss: 0.0309697 | val_loss: 0.0313101 | Time: 1749.67 ms [2021-07-04 23:35:31 main:574] : INFO : Epoch 1577 | loss: 0.0309713 | val_loss: 0.0313334 | Time: 1729.13 ms [2021-07-04 23:35:33 main:574] : INFO : Epoch 1578 | loss: 0.0309858 | val_loss: 0.0312913 | Time: 1673.96 ms [2021-07-04 23:35:35 main:574] : INFO : Epoch 1579 | loss: 0.0309937 | val_loss: 0.031302 | Time: 1661.31 ms [2021-07-04 23:35:37 main:574] : INFO : Epoch 1580 | loss: 0.0309756 | val_loss: 0.0313478 | Time: 1726.65 ms [2021-07-04 23:35:38 main:574] : INFO : Epoch 1581 | loss: 0.0309671 | val_loss: 0.0313274 | Time: 1708.66 ms [2021-07-04 23:35:40 main:574] : INFO : Epoch 1582 | loss: 0.0309752 | val_loss: 0.031334 | Time: 1733.62 ms [2021-07-04 23:35:42 main:574] : INFO : Epoch 1583 | loss: 0.0309791 | val_loss: 0.0313128 | Time: 1709.82 ms [2021-07-04 23:35:44 main:574] : INFO : Epoch 1584 | loss: 0.0309792 | val_loss: 0.031317 | Time: 1838.18 ms [2021-07-04 23:35:45 main:574] : INFO : Epoch 1585 | loss: 0.0309776 | val_loss: 0.0313176 | Time: 1758.2 ms [2021-07-04 23:35:47 main:574] : INFO : Epoch 1586 | loss: 0.0309745 | val_loss: 0.0313639 | Time: 1723.82 ms [2021-07-04 23:35:49 main:574] : INFO : Epoch 1587 | loss: 0.0309748 | val_loss: 0.0312869 | Time: 1686.75 ms [2021-07-04 23:35:50 main:574] : INFO : Epoch 1588 | loss: 0.0309705 | val_loss: 0.0313128 | Time: 1725.47 ms [2021-07-04 23:35:52 main:574] : INFO : Epoch 1589 | loss: 0.0309636 | val_loss: 0.031334 | Time: 1658.57 ms [2021-07-04 23:35:54 main:574] : INFO : Epoch 1590 | loss: 0.0309676 | val_loss: 0.0313258 | Time: 1684.95 ms [2021-07-04 23:35:56 main:574] : INFO : Epoch 1591 | loss: 0.0309756 | val_loss: 0.0313238 | Time: 1739.21 ms [2021-07-04 23:35:57 main:574] : INFO : Epoch 1592 | loss: 0.0309755 | val_loss: 0.0313174 | Time: 1712.53 ms [2021-07-04 23:35:59 main:574] : INFO : Epoch 1593 | loss: 0.0309698 | val_loss: 0.0313159 | Time: 1747.62 ms [2021-07-04 23:36:01 main:574] : INFO : Epoch 1594 | loss: 0.0309665 | val_loss: 0.0313265 | Time: 1715.3 ms [2021-07-04 23:36:02 main:574] : INFO : Epoch 1595 | loss: 0.0309725 | val_loss: 0.0313146 | Time: 1698.38 ms [2021-07-04 23:36:04 main:574] : INFO : Epoch 1596 | loss: 0.0309835 | val_loss: 0.0313364 | Time: 1784.53 ms [2021-07-04 23:36:06 main:574] : INFO : Epoch 1597 | loss: 0.0309737 | val_loss: 0.0313249 | Time: 1768.65 ms [2021-07-04 23:36:08 main:574] : INFO : Epoch 1598 | loss: 0.0309779 | val_loss: 0.0313297 | Time: 1750.5 ms [2021-07-04 23:36:09 main:574] : INFO : Epoch 1599 | loss: 0.0309771 | val_loss: 0.0312933 | Time: 1656.95 ms [2021-07-04 23:36:11 main:574] : INFO : Epoch 1600 | loss: 0.0309719 | val_loss: 0.0313406 | Time: 1650.16 ms [2021-07-04 23:36:13 main:574] : INFO : Epoch 1601 | loss: 0.0309756 | val_loss: 0.0313042 | Time: 1656.08 ms [2021-07-04 23:36:14 main:574] : INFO : Epoch 1602 | loss: 0.0309904 | val_loss: 0.0312755 | Time: 1673.21 ms [2021-07-04 23:36:16 main:574] : INFO : Epoch 1603 | loss: 0.0309789 | val_loss: 0.0313226 | Time: 1728.67 ms [2021-07-04 23:36:18 main:574] : INFO : Epoch 1604 | loss: 0.0309733 | val_loss: 0.0313149 | Time: 1739.19 ms [2021-07-04 23:36:20 main:574] : INFO : Epoch 1605 | loss: 0.0309718 | val_loss: 0.0313103 | Time: 1743.02 ms [2021-07-04 23:36:21 main:574] : INFO : Epoch 1606 | loss: 0.0309741 | val_loss: 0.0312969 | Time: 1709.47 ms [2021-07-04 23:36:23 main:574] : INFO : Epoch 1607 | loss: 0.0309736 | val_loss: 0.03131 | Time: 1696.59 ms [2021-07-04 23:36:25 main:574] : INFO : Epoch 1608 | loss: 0.0309685 | val_loss: 0.0313139 | Time: 1710.29 ms [2021-07-04 23:36:26 main:574] : INFO : Epoch 1609 | loss: 0.0309633 | val_loss: 0.0313382 | Time: 1683.29 ms [2021-07-04 23:36:28 main:574] : INFO : Epoch 1610 | loss: 0.0309698 | val_loss: 0.0313141 | Time: 1652.06 ms [2021-07-04 23:36:30 main:574] : INFO : Epoch 1611 | loss: 0.0309657 | val_loss: 0.0313235 | Time: 1687.09 ms [2021-07-04 23:36:32 main:574] : INFO : Epoch 1612 | loss: 0.0309665 | val_loss: 0.031334 | Time: 1743.53 ms [2021-07-04 23:36:33 main:574] : INFO : Epoch 1613 | loss: 0.0309667 | val_loss: 0.0313024 | Time: 1743.21 ms [2021-07-04 23:36:35 main:574] : INFO : Epoch 1614 | loss: 0.0309686 | val_loss: 0.0313245 | Time: 1763.51 ms [2021-07-04 23:36:37 main:574] : INFO : Epoch 1615 | loss: 0.0309634 | val_loss: 0.0313343 | Time: 1716.87 ms [2021-07-04 23:36:38 main:574] : INFO : Epoch 1616 | loss: 0.0309717 | val_loss: 0.0313394 | Time: 1696.87 ms [2021-07-04 23:36:40 main:574] : INFO : Epoch 1617 | loss: 0.0309769 | val_loss: 0.0313153 | Time: 1671.6 ms [2021-07-04 23:36:42 main:574] : INFO : Epoch 1618 | loss: 0.0309757 | val_loss: 0.0313185 | Time: 1665.43 ms [2021-07-04 23:36:44 main:574] : INFO : Epoch 1619 | loss: 0.0309705 | val_loss: 0.0313489 | Time: 1724.35 ms [2021-07-04 23:36:45 main:574] : INFO : Epoch 1620 | loss: 0.0309739 | val_loss: 0.0312985 | Time: 1664.39 ms [2021-07-04 23:36:47 main:574] : INFO : Epoch 1621 | loss: 0.0309765 | val_loss: 0.0313264 | Time: 1671.46 ms [2021-07-04 23:36:49 main:574] : INFO : Epoch 1622 | loss: 0.0309707 | val_loss: 0.0313358 | Time: 1641.57 ms [2021-07-04 23:36:50 main:574] : INFO : Epoch 1623 | loss: 0.0309691 | val_loss: 0.0313336 | Time: 1662.73 ms [2021-07-04 23:36:52 main:574] : INFO : Epoch 1624 | loss: 0.0309661 | val_loss: 0.0313173 | Time: 1699.16 ms [2021-07-04 23:36:54 main:574] : INFO : Epoch 1625 | loss: 0.0309695 | val_loss: 0.0313255 | Time: 1749.38 ms [2021-07-04 23:36:55 main:574] : INFO : Epoch 1626 | loss: 0.0309672 | val_loss: 0.0313328 | Time: 1740.73 ms [2021-07-04 23:36:57 main:574] : INFO : Epoch 1627 | loss: 0.0309666 | val_loss: 0.0312993 | Time: 1754.96 ms [2021-07-04 23:36:59 main:574] : INFO : Epoch 1628 | loss: 0.0309821 | val_loss: 0.0313125 | Time: 1696.45 ms [2021-07-04 23:37:01 main:574] : INFO : Epoch 1629 | loss: 0.0309871 | val_loss: 0.0313335 | Time: 1685.12 ms [2021-07-04 23:37:02 main:574] : INFO : Epoch 1630 | loss: 0.0309809 | val_loss: 0.0313242 | Time: 1720.63 ms [2021-07-04 23:37:04 main:574] : INFO : Epoch 1631 | loss: 0.0309748 | val_loss: 0.0313158 | Time: 1739.71 ms [2021-07-04 23:37:06 main:574] : INFO : Epoch 1632 | loss: 0.0309778 | val_loss: 0.0313357 | Time: 1731.08 ms [2021-07-04 23:37:08 main:574] : INFO : Epoch 1633 | loss: 0.0309813 | val_loss: 0.0313066 | Time: 1752.95 ms [2021-07-04 23:37:09 main:574] : INFO : Epoch 1634 | loss: 0.0309707 | val_loss: 0.0313149 | Time: 1708.4 ms [2021-07-04 23:37:11 main:574] : INFO : Epoch 1635 | loss: 0.0309676 | val_loss: 0.0313197 | Time: 1746.1 ms [2021-07-04 23:37:13 main:574] : INFO : Epoch 1636 | loss: 0.0309677 | val_loss: 0.0313185 | Time: 1731.77 ms [2021-07-04 23:37:14 main:574] : INFO : Epoch 1637 | loss: 0.0309678 | val_loss: 0.0313028 | Time: 1719.48 ms [2021-07-04 23:37:16 main:574] : INFO : Epoch 1638 | loss: 0.0309706 | val_loss: 0.0313279 | Time: 1677.55 ms [2021-07-04 23:37:18 main:574] : INFO : Epoch 1639 | loss: 0.0309726 | val_loss: 0.0313173 | Time: 1709.65 ms [2021-07-04 23:37:20 main:574] : INFO : Epoch 1640 | loss: 0.0309763 | val_loss: 0.0312863 | Time: 1730.38 ms [2021-07-04 23:37:21 main:574] : INFO : Epoch 1641 | loss: 0.0309736 | val_loss: 0.0312967 | Time: 1709.96 ms [2021-07-04 23:37:23 main:574] : INFO : Epoch 1642 | loss: 0.0309742 | val_loss: 0.0313694 | Time: 1728.18 ms [2021-07-04 23:37:25 main:574] : INFO : Epoch 1643 | loss: 0.0309809 | val_loss: 0.0313101 | Time: 1692.02 ms [2021-07-04 23:37:26 main:574] : INFO : Epoch 1644 | loss: 0.0309874 | val_loss: 0.0313113 | Time: 1730.46 ms [2021-07-04 23:37:28 main:574] : INFO : Epoch 1645 | loss: 0.0311271 | val_loss: 0.0319941 | Time: 1721.69 ms [2021-07-04 23:37:30 main:574] : INFO : Epoch 1646 | loss: 0.0450396 | val_loss: 0.0335415 | Time: 1730.6 ms [2021-07-04 23:37:32 main:574] : INFO : Epoch 1647 | loss: 0.0365566 | val_loss: 0.0346833 | Time: 1730.22 ms [2021-07-04 23:37:33 main:574] : INFO : Epoch 1648 | loss: 0.0328229 | val_loss: 0.0315149 | Time: 1644.43 ms [2021-07-04 23:37:35 main:574] : INFO : Epoch 1649 | loss: 0.031385 | val_loss: 0.0313046 | Time: 1684.83 ms [2021-07-04 23:37:37 main:574] : INFO : Epoch 1650 | loss: 0.0312767 | val_loss: 0.0312577 | Time: 1726.77 ms [2021-07-04 23:37:38 main:574] : INFO : Epoch 1651 | loss: 0.0312565 | val_loss: 0.0312527 | Time: 1723.11 ms [2021-07-04 23:37:40 main:574] : INFO : Epoch 1652 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 1687.22 ms [2021-07-04 23:37:42 main:574] : INFO : Epoch 1653 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1727.61 ms [2021-07-04 23:37:44 main:574] : INFO : Epoch 1654 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1775.02 ms [2021-07-04 23:37:45 main:574] : INFO : Epoch 1655 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1707.69 ms [2021-07-04 23:37:47 main:574] : INFO : Epoch 1656 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1712.39 ms [2021-07-04 23:37:49 main:574] : INFO : Epoch 1657 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1708.52 ms [2021-07-04 23:37:51 main:574] : INFO : Epoch 1658 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1689.83 ms [2021-07-04 23:37:52 main:574] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1755.77 ms [2021-07-04 23:37:54 main:574] : INFO : Epoch 1660 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1718.19 ms [2021-07-04 23:37:56 main:574] : INFO : Epoch 1661 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1751.36 ms [2021-07-04 23:37:57 main:574] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1720.47 ms [2021-07-04 23:37:59 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1755.72 ms [2021-07-04 23:38:01 main:574] : INFO : Epoch 1664 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1747.92 ms [2021-07-04 23:38:03 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1727.75 ms [2021-07-04 23:38:04 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1689.34 ms [2021-07-04 23:38:06 main:574] : INFO : Epoch 1667 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1697.19 ms [2021-07-04 23:38:08 main:574] : INFO : Epoch 1668 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1694.95 ms [2021-07-04 23:38:10 main:574] : INFO : Epoch 1669 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1696.17 ms [2021-07-04 23:38:11 main:574] : INFO : Epoch 1670 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1689.51 ms [2021-07-04 23:38:13 main:574] : INFO : Epoch 1671 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1709.89 ms [2021-07-04 23:38:15 main:574] : INFO : Epoch 1672 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1786.24 ms [2021-07-04 23:38:16 main:574] : INFO : Epoch 1673 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1708.63 ms [2021-07-04 23:38:18 main:574] : INFO : Epoch 1674 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1724.28 ms [2021-07-04 23:38:20 main:574] : INFO : Epoch 1675 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1750.8 ms [2021-07-04 23:38:22 main:574] : INFO : Epoch 1676 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1728.46 ms [2021-07-04 23:38:23 main:574] : INFO : Epoch 1677 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1716.94 ms [2021-07-04 23:38:25 main:574] : INFO : Epoch 1678 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1720.23 ms [2021-07-04 23:38:27 main:574] : INFO : Epoch 1679 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1724.34 ms [2021-07-04 23:38:29 main:574] : INFO : Epoch 1680 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1745.47 ms [2021-07-04 23:38:30 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1725.87 ms [2021-07-04 23:38:32 main:574] : INFO : Epoch 1682 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1774.41 ms [2021-07-04 23:38:34 main:574] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1711.85 ms [2021-07-04 23:38:35 main:574] : INFO : Epoch 1684 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1696.61 ms [2021-07-04 23:38:37 main:574] : INFO : Epoch 1685 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1673.38 ms [2021-07-04 23:38:39 main:574] : INFO : Epoch 1686 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1706.84 ms [2021-07-04 23:38:41 main:574] : INFO : Epoch 1687 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1703.24 ms [2021-07-04 23:38:42 main:574] : INFO : Epoch 1688 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1699.38 ms [2021-07-04 23:38:44 main:574] : INFO : Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1656.36 ms [2021-07-04 23:38:46 main:574] : INFO : Epoch 1690 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1667.78 ms [2021-07-04 23:38:47 main:574] : INFO : Epoch 1691 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1712.22 ms [2021-07-04 23:38:49 main:574] : INFO : Epoch 1692 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1751.79 ms [2021-07-04 23:38:51 main:574] : INFO : Epoch 1693 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1733.41 ms [2021-07-04 23:38:53 main:574] : INFO : Epoch 1694 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1738.45 ms [2021-07-04 23:38:54 main:574] : INFO : Epoch 1695 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1714.45 ms [2021-07-04 23:38:56 main:574] : INFO : Epoch 1696 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1687.37 ms [2021-07-04 23:38:58 main:574] : INFO : Epoch 1697 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1760.43 ms [2021-07-04 23:39:00 main:574] : INFO : Epoch 1698 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1766.02 ms [2021-07-04 23:39:01 main:574] : INFO : Epoch 1699 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1727.01 ms [2021-07-04 23:39:03 main:574] : INFO : Epoch 1700 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1777.47 ms [2021-07-04 23:39:05 main:574] : INFO : Epoch 1701 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1720.44 ms [2021-07-04 23:39:07 main:574] : INFO : Epoch 1702 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1723.17 ms [2021-07-04 23:39:08 main:574] : INFO : Epoch 1703 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1721 ms [2021-07-04 23:39:10 main:574] : INFO : Epoch 1704 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1721.84 ms [2021-07-04 23:39:12 main:574] : INFO : Epoch 1705 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1700.37 ms [2021-07-04 23:39:13 main:574] : INFO : Epoch 1706 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1738.13 ms [2021-07-04 23:39:15 main:574] : INFO : Epoch 1707 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1744.25 ms [2021-07-04 23:39:17 main:574] : INFO : Epoch 1708 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1680.33 ms [2021-07-04 23:39:19 main:574] : INFO : Epoch 1709 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1724.59 ms [2021-07-04 23:39:20 main:574] : INFO : Epoch 1710 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1719.21 ms [2021-07-04 23:39:22 main:574] : INFO : Epoch 1711 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1721.63 ms [2021-07-04 23:39:24 main:574] : INFO : Epoch 1712 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1739.04 ms [2021-07-04 23:39:26 main:574] : INFO : Epoch 1713 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1739.57 ms [2021-07-04 23:39:27 main:574] : INFO : Epoch 1714 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 1703 ms [2021-07-04 23:39:29 main:574] : INFO : Epoch 1715 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1732.51 ms [2021-07-04 23:39:31 main:574] : INFO : Epoch 1716 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1736.72 ms [2021-07-04 23:39:32 main:574] : INFO : Epoch 1717 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1755.12 ms [2021-07-04 23:39:34 main:574] : INFO : Epoch 1718 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1750.17 ms [2021-07-04 23:39:36 main:574] : INFO : Epoch 1719 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1719.6 ms [2021-07-04 23:39:38 main:574] : INFO : Epoch 1720 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1745.15 ms [2021-07-04 23:39:39 main:574] : INFO : Epoch 1721 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 1734.78 ms [2021-07-04 23:39:41 main:574] : INFO : Epoch 1722 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 1748.73 ms [2021-07-04 23:39:43 main:574] : INFO : Epoch 1723 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 1748.85 ms [2021-07-04 23:39:45 main:574] : INFO : Epoch 1724 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 1696.02 ms [2021-07-04 23:39:46 main:574] : INFO : Epoch 1725 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 1745.21 ms [2021-07-04 23:39:48 main:574] : INFO : Epoch 1726 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 1721.61 ms [2021-07-04 23:39:50 main:574] : INFO : Epoch 1727 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 1711.07 ms [2021-07-04 23:39:52 main:574] : INFO : Epoch 1728 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 1808.6 ms [2021-07-04 23:39:53 main:574] : INFO : Epoch 1729 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 1783.83 ms [2021-07-04 23:39:55 main:574] : INFO : Epoch 1730 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 1735.1 ms [2021-07-04 23:39:57 main:574] : INFO : Epoch 1731 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1714.51 ms [2021-07-04 23:39:59 main:574] : INFO : Epoch 1732 | loss: 0.031247 | val_loss: 0.031249 | Time: 1719.19 ms [2021-07-04 23:40:00 main:574] : INFO : Epoch 1733 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1728.5 ms [2021-07-04 23:40:02 main:574] : INFO : Epoch 1734 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1705.62 ms [2021-07-04 23:40:04 main:574] : INFO : Epoch 1735 | loss: 0.0312461 | val_loss: 0.0312483 | Time: 1687.76 ms [2021-07-04 23:40:05 main:574] : INFO : Epoch 1736 | loss: 0.0312464 | val_loss: 0.0312485 | Time: 1710.77 ms [2021-07-04 23:40:07 main:574] : INFO : Epoch 1737 | loss: 0.0312461 | val_loss: 0.031248 | Time: 1720.44 ms [2021-07-04 23:40:09 main:574] : INFO : Epoch 1738 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 1712.78 ms [2021-07-04 23:40:11 main:574] : INFO : Epoch 1739 | loss: 0.031246 | val_loss: 0.0312489 | Time: 1713.78 ms [2021-07-04 23:40:12 main:574] : INFO : Epoch 1740 | loss: 0.0312469 | val_loss: 0.0312502 | Time: 1757.4 ms [2021-07-04 23:40:14 main:574] : INFO : Epoch 1741 | loss: 0.0312468 | val_loss: 0.0312501 | Time: 1709.64 ms [2021-07-04 23:40:16 main:574] : INFO : Epoch 1742 | loss: 0.0312469 | val_loss: 0.0312502 | Time: 1838.81 ms [2021-07-04 23:40:18 main:574] : INFO : Epoch 1743 | loss: 0.0312459 | val_loss: 0.0312487 | Time: 1777.45 ms [2021-07-04 23:40:19 main:574] : INFO : Epoch 1744 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1723.94 ms [2021-07-04 23:40:21 main:574] : INFO : Epoch 1745 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 1691.16 ms [2021-07-04 23:40:23 main:574] : INFO : Epoch 1746 | loss: 0.031244 | val_loss: 0.0312473 | Time: 1686.48 ms [2021-07-04 23:40:25 main:574] : INFO : Epoch 1747 | loss: 0.0312448 | val_loss: 0.0312475 | Time: 1712.92 ms [2021-07-04 23:40:26 main:574] : INFO : Epoch 1748 | loss: 0.0312441 | val_loss: 0.0312472 | Time: 1666.63 ms [2021-07-04 23:40:28 main:574] : INFO : Epoch 1749 | loss: 0.0312438 | val_loss: 0.0312465 | Time: 1718.11 ms [2021-07-04 23:40:30 main:574] : INFO : Epoch 1750 | loss: 0.0312425 | val_loss: 0.0312458 | Time: 1702.85 ms [2021-07-04 23:40:31 main:574] : INFO : Epoch 1751 | loss: 0.0312421 | val_loss: 0.0312456 | Time: 1705.15 ms [2021-07-04 23:40:33 main:574] : INFO : Epoch 1752 | loss: 0.0312422 | val_loss: 0.0312472 | Time: 1689.79 ms [2021-07-04 23:40:35 main:574] : INFO : Epoch 1753 | loss: 0.0312423 | val_loss: 0.0312442 | Time: 1722.82 ms [2021-07-04 23:40:36 main:574] : INFO : Epoch 1754 | loss: 0.0312399 | val_loss: 0.0312434 | Time: 1675.78 ms [2021-07-04 23:40:38 main:574] : INFO : Epoch 1755 | loss: 0.0312403 | val_loss: 0.0312435 | Time: 1687 ms [2021-07-04 23:40:40 main:574] : INFO : Epoch 1756 | loss: 0.0312395 | val_loss: 0.0312429 | Time: 1654.79 ms [2021-07-04 23:40:42 main:574] : INFO : Epoch 1757 | loss: 0.0312376 | val_loss: 0.0312414 | Time: 1682.88 ms [2021-07-04 23:40:43 main:574] : INFO : Epoch 1758 | loss: 0.0312371 | val_loss: 0.0312409 | Time: 1733.93 ms [2021-07-04 23:40:45 main:574] : INFO : Epoch 1759 | loss: 0.031236 | val_loss: 0.0312415 | Time: 1736.09 ms [2021-07-04 23:40:47 main:574] : INFO : Epoch 1760 | loss: 0.0312349 | val_loss: 0.0312389 | Time: 1707.93 ms [2021-07-04 23:40:48 main:574] : INFO : Epoch 1761 | loss: 0.0312324 | val_loss: 0.0312398 | Time: 1668.66 ms [2021-07-04 23:40:50 main:574] : INFO : Epoch 1762 | loss: 0.0312317 | val_loss: 0.0312376 | Time: 1742.42 ms [2021-07-04 23:40:52 main:574] : INFO : Epoch 1763 | loss: 0.0312335 | val_loss: 0.0312392 | Time: 1654.7 ms [2021-07-04 23:40:53 main:574] : INFO : Epoch 1764 | loss: 0.0312311 | val_loss: 0.031235 | Time: 1718.23 ms [2021-07-04 23:40:55 main:574] : INFO : Epoch 1765 | loss: 0.0312284 | val_loss: 0.0312316 | Time: 1711.01 ms [2021-07-04 23:40:57 main:574] : INFO : Epoch 1766 | loss: 0.0312266 | val_loss: 0.0312313 | Time: 1661.24 ms [2021-07-04 23:40:59 main:574] : INFO : Epoch 1767 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 1796.5 ms [2021-07-04 23:41:00 main:574] : INFO : Epoch 1768 | loss: 0.0312227 | val_loss: 0.0312269 | Time: 1706.99 ms [2021-07-04 23:41:02 main:574] : INFO : Epoch 1769 | loss: 0.0312232 | val_loss: 0.0312263 | Time: 1687.72 ms [2021-07-04 23:41:04 main:574] : INFO : Epoch 1770 | loss: 0.0312208 | val_loss: 0.0312246 | Time: 1679.1 ms [2021-07-04 23:41:05 main:574] : INFO : Epoch 1771 | loss: 0.0312186 | val_loss: 0.0312228 | Time: 1692.3 ms [2021-07-04 23:41:07 main:574] : INFO : Epoch 1772 | loss: 0.0312215 | val_loss: 0.0312243 | Time: 1730.26 ms [2021-07-04 23:41:09 main:574] : INFO : Epoch 1773 | loss: 0.0312193 | val_loss: 0.0312242 | Time: 1669.6 ms [2021-07-04 23:41:11 main:574] : INFO : Epoch 1774 | loss: 0.0312263 | val_loss: 0.0312384 | Time: 1712.91 ms [2021-07-04 23:41:12 main:574] : INFO : Epoch 1775 | loss: 0.0312191 | val_loss: 0.0312225 | Time: 1731.88 ms [2021-07-04 23:41:14 main:574] : INFO : Epoch 1776 | loss: 0.031215 | val_loss: 0.03122 | Time: 1733.48 ms [2021-07-04 23:41:16 main:574] : INFO : Epoch 1777 | loss: 0.0312161 | val_loss: 0.0312205 | Time: 1750.3 ms [2021-07-04 23:41:17 main:574] : INFO : Epoch 1778 | loss: 0.0312118 | val_loss: 0.0312173 | Time: 1647.9 ms [2021-07-04 23:41:19 main:574] : INFO : Epoch 1779 | loss: 0.0312129 | val_loss: 0.0312164 | Time: 1710.66 ms [2021-07-04 23:41:21 main:574] : INFO : Epoch 1780 | loss: 0.0312101 | val_loss: 0.0312152 | Time: 1726.41 ms [2021-07-04 23:41:23 main:574] : INFO : Epoch 1781 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 1683.74 ms [2021-07-04 23:41:24 main:574] : INFO : Epoch 1782 | loss: 0.0312116 | val_loss: 0.0312165 | Time: 1689.06 ms [2021-07-04 23:41:26 main:574] : INFO : Epoch 1783 | loss: 0.0312127 | val_loss: 0.0312202 | Time: 1766.26 ms [2021-07-04 23:41:28 main:574] : INFO : Epoch 1784 | loss: 0.0312201 | val_loss: 0.0312306 | Time: 1791.56 ms [2021-07-04 23:41:30 main:574] : INFO : Epoch 1785 | loss: 0.0312252 | val_loss: 0.0312244 | Time: 1759.49 ms [2021-07-04 23:41:31 main:574] : INFO : Epoch 1786 | loss: 0.0312266 | val_loss: 0.0312292 | Time: 1756.69 ms [2021-07-04 23:41:33 main:574] : INFO : Epoch 1787 | loss: 0.0312207 | val_loss: 0.0312189 | Time: 1711.93 ms [2021-07-04 23:41:35 main:574] : INFO : Epoch 1788 | loss: 0.0312116 | val_loss: 0.0312188 | Time: 1688.67 ms [2021-07-04 23:41:36 main:574] : INFO : Epoch 1789 | loss: 0.0312096 | val_loss: 0.0312181 | Time: 1651.55 ms [2021-07-04 23:41:38 main:574] : INFO : Epoch 1790 | loss: 0.0312079 | val_loss: 0.0312125 | Time: 1718.06 ms [2021-07-04 23:41:40 main:574] : INFO : Epoch 1791 | loss: 0.0312144 | val_loss: 0.031211 | Time: 1738.28 ms [2021-07-04 23:41:42 main:574] : INFO : Epoch 1792 | loss: 0.0312095 | val_loss: 0.0312106 | Time: 1711.62 ms [2021-07-04 23:41:43 main:574] : INFO : Epoch 1793 | loss: 0.0312057 | val_loss: 0.0312129 | Time: 1734.07 ms [2021-07-04 23:41:45 main:574] : INFO : Epoch 1794 | loss: 0.0312075 | val_loss: 0.0312131 | Time: 1758.9 ms [2021-07-04 23:41:47 main:574] : INFO : Epoch 1795 | loss: 0.0312065 | val_loss: 0.0312113 | Time: 1672.38 ms [2021-07-04 23:41:48 main:574] : INFO : Epoch 1796 | loss: 0.0312031 | val_loss: 0.0312086 | Time: 1634.17 ms [2021-07-04 23:41:50 main:574] : INFO : Epoch 1797 | loss: 0.0312019 | val_loss: 0.0312084 | Time: 1752.03 ms [2021-07-04 23:41:52 main:574] : INFO : Epoch 1798 | loss: 0.0312014 | val_loss: 0.0312156 | Time: 1712.53 ms [2021-07-04 23:41:54 main:574] : INFO : Epoch 1799 | loss: 0.031202 | val_loss: 0.0312086 | Time: 1689.47 ms [2021-07-04 23:41:55 main:574] : INFO : Epoch 1800 | loss: 0.0311988 | val_loss: 0.0312112 | Time: 1666.18 ms [2021-07-04 23:41:57 main:574] : INFO : Epoch 1801 | loss: 0.0311999 | val_loss: 0.0312086 | Time: 1655.33 ms [2021-07-04 23:41:59 main:574] : INFO : Epoch 1802 | loss: 0.0312009 | val_loss: 0.0312058 | Time: 1667.03 ms [2021-07-04 23:42:00 main:574] : INFO : Epoch 1803 | loss: 0.0311993 | val_loss: 0.0312071 | Time: 1723.48 ms [2021-07-04 23:42:02 main:574] : INFO : Epoch 1804 | loss: 0.0312058 | val_loss: 0.0312092 | Time: 1735.28 ms [2021-07-04 23:42:04 main:574] : INFO : Epoch 1805 | loss: 0.031216 | val_loss: 0.0312189 | Time: 1744.54 ms [2021-07-04 23:42:06 main:574] : INFO : Epoch 1806 | loss: 0.0312083 | val_loss: 0.0312131 | Time: 1693.77 ms [2021-07-04 23:42:07 main:574] : INFO : Epoch 1807 | loss: 0.0312003 | val_loss: 0.0312054 | Time: 1642.49 ms [2021-07-04 23:42:09 main:574] : INFO : Epoch 1808 | loss: 0.031202 | val_loss: 0.0312244 | Time: 1712.83 ms [2021-07-04 23:42:11 main:574] : INFO : Epoch 1809 | loss: 0.031203 | val_loss: 0.0312046 | Time: 1734.55 ms [2021-07-04 23:42:12 main:574] : INFO : Epoch 1810 | loss: 0.0311949 | val_loss: 0.0312013 | Time: 1702.12 ms [2021-07-04 23:42:14 main:574] : INFO : Epoch 1811 | loss: 0.0311967 | val_loss: 0.0312127 | Time: 1661.45 ms [2021-07-04 23:42:16 main:574] : INFO : Epoch 1812 | loss: 0.0311974 | val_loss: 0.0312004 | Time: 1707.19 ms [2021-07-04 23:42:17 main:574] : INFO : Epoch 1813 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 1699.81 ms [2021-07-04 23:42:19 main:574] : INFO : Epoch 1814 | loss: 0.0311953 | val_loss: 0.0312011 | Time: 1718.39 ms [2021-07-04 23:42:21 main:574] : INFO : Epoch 1815 | loss: 0.0311948 | val_loss: 0.0312054 | Time: 1703.13 ms [2021-07-04 23:42:23 main:574] : INFO : Epoch 1816 | loss: 0.031196 | val_loss: 0.0312021 | Time: 1707.55 ms [2021-07-04 23:42:24 main:574] : INFO : Epoch 1817 | loss: 0.0311957 | val_loss: 0.0312042 | Time: 1725.02 ms [2021-07-04 23:42:26 main:574] : INFO : Epoch 1818 | loss: 0.0311959 | val_loss: 0.0312224 | Time: 1776.61 ms [2021-07-04 23:42:28 main:574] : INFO : Epoch 1819 | loss: 0.0312042 | val_loss: 0.0312055 | Time: 1700.87 ms [2021-07-04 23:42:29 main:574] : INFO : Epoch 1820 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 1698 ms [2021-07-04 23:42:31 main:574] : INFO : Epoch 1821 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 1751.17 ms [2021-07-04 23:42:33 main:574] : INFO : Epoch 1822 | loss: 0.0311934 | val_loss: 0.031203 | Time: 1683.54 ms [2021-07-04 23:42:35 main:574] : INFO : Epoch 1823 | loss: 0.0311956 | val_loss: 0.031198 | Time: 1674.74 ms [2021-07-04 23:42:36 main:574] : INFO : Epoch 1824 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 1692.35 ms [2021-07-04 23:42:38 main:574] : INFO : Epoch 1825 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 1686.85 ms [2021-07-04 23:42:40 main:574] : INFO : Epoch 1826 | loss: 0.0311901 | val_loss: 0.0311974 | Time: 1742.1 ms [2021-07-04 23:42:41 main:574] : INFO : Epoch 1827 | loss: 0.0311905 | val_loss: 0.0311997 | Time: 1717.13 ms [2021-07-04 23:42:43 main:574] : INFO : Epoch 1828 | loss: 0.03119 | val_loss: 0.0311977 | Time: 1712.51 ms [2021-07-04 23:42:45 main:574] : INFO : Epoch 1829 | loss: 0.031197 | val_loss: 0.0311978 | Time: 1674.84 ms [2021-07-04 23:42:47 main:574] : INFO : Epoch 1830 | loss: 0.0311974 | val_loss: 0.0311985 | Time: 1696.94 ms [2021-07-04 23:42:48 main:574] : INFO : Epoch 1831 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 1733.94 ms [2021-07-04 23:42:50 main:574] : INFO : Epoch 1832 | loss: 0.0311916 | val_loss: 0.0311964 | Time: 1776.43 ms [2021-07-04 23:42:52 main:574] : INFO : Epoch 1833 | loss: 0.0311921 | val_loss: 0.0312029 | Time: 1685.93 ms [2021-07-04 23:42:53 main:574] : INFO : Epoch 1834 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 1693.54 ms [2021-07-04 23:42:55 main:574] : INFO : Epoch 1835 | loss: 0.0311909 | val_loss: 0.0311965 | Time: 1702.55 ms [2021-07-04 23:42:57 main:574] : INFO : Epoch 1836 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 1719.2 ms [2021-07-04 23:42:59 main:574] : INFO : Epoch 1837 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 1739.08 ms [2021-07-04 23:43:00 main:574] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.0311951 | Time: 1712.87 ms [2021-07-04 23:43:02 main:574] : INFO : Epoch 1839 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 1732.53 ms [2021-07-04 23:43:04 main:574] : INFO : Epoch 1840 | loss: 0.0311903 | val_loss: 0.031196 | Time: 1697.62 ms [2021-07-04 23:43:05 main:574] : INFO : Epoch 1841 | loss: 0.0311932 | val_loss: 0.0312204 | Time: 1656.73 ms [2021-07-04 23:43:07 main:574] : INFO : Epoch 1842 | loss: 0.0311962 | val_loss: 0.0311939 | Time: 1751.67 ms [2021-07-04 23:43:09 main:574] : INFO : Epoch 1843 | loss: 0.0311944 | val_loss: 0.031199 | Time: 1733.12 ms [2021-07-04 23:43:11 main:574] : INFO : Epoch 1844 | loss: 0.0311898 | val_loss: 0.0311967 | Time: 1713.88 ms [2021-07-04 23:43:12 main:574] : INFO : Epoch 1845 | loss: 0.0311925 | val_loss: 0.0312248 | Time: 1700.52 ms [2021-07-04 23:43:14 main:574] : INFO : Epoch 1846 | loss: 0.0311989 | val_loss: 0.0312069 | Time: 1683.9 ms [2021-07-04 23:43:16 main:574] : INFO : Epoch 1847 | loss: 0.0311924 | val_loss: 0.0312041 | Time: 1689.22 ms [2021-07-04 23:43:17 main:574] : INFO : Epoch 1848 | loss: 0.0311897 | val_loss: 0.031199 | Time: 1670.86 ms [2021-07-04 23:43:19 main:574] : INFO : Epoch 1849 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 1707.02 ms [2021-07-04 23:43:21 main:574] : INFO : Epoch 1850 | loss: 0.0311852 | val_loss: 0.0311935 | Time: 1736.44 ms [2021-07-04 23:43:23 main:574] : INFO : Epoch 1851 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 1644.01 ms [2021-07-04 23:43:24 main:574] : INFO : Epoch 1852 | loss: 0.031184 | val_loss: 0.0311919 | Time: 1694.41 ms [2021-07-04 23:43:26 main:574] : INFO : Epoch 1853 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 1668.21 ms [2021-07-04 23:43:28 main:574] : INFO : Epoch 1854 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 1734.81 ms [2021-07-04 23:43:29 main:574] : INFO : Epoch 1855 | loss: 0.0311833 | val_loss: 0.0311897 | Time: 1776.26 ms [2021-07-04 23:43:31 main:574] : INFO : Epoch 1856 | loss: 0.031182 | val_loss: 0.0311924 | Time: 1776.63 ms [2021-07-04 23:43:33 main:574] : INFO : Epoch 1857 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 1739.7 ms [2021-07-04 23:43:35 main:574] : INFO : Epoch 1858 | loss: 0.0311921 | val_loss: 0.0312033 | Time: 1660.83 ms [2021-07-04 23:43:36 main:574] : INFO : Epoch 1859 | loss: 0.0311878 | val_loss: 0.0311914 | Time: 1684.74 ms [2021-07-04 23:43:38 main:574] : INFO : Epoch 1860 | loss: 0.0311874 | val_loss: 0.0311902 | Time: 1745.5 ms [2021-07-04 23:43:40 main:574] : INFO : Epoch 1861 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 1718.91 ms [2021-07-04 23:43:42 main:574] : INFO : Epoch 1862 | loss: 0.0311882 | val_loss: 0.0311966 | Time: 1729.51 ms [2021-07-04 23:43:43 main:574] : INFO : Epoch 1863 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 1700.33 ms [2021-07-04 23:43:45 main:574] : INFO : Epoch 1864 | loss: 0.0311865 | val_loss: 0.0311943 | Time: 1755.17 ms [2021-07-04 23:43:47 main:574] : INFO : Epoch 1865 | loss: 0.0311838 | val_loss: 0.0311948 | Time: 1763.93 ms [2021-07-04 23:43:48 main:574] : INFO : Epoch 1866 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1714.91 ms [2021-07-04 23:43:50 main:574] : INFO : Epoch 1867 | loss: 0.0311809 | val_loss: 0.0311885 | Time: 1710.32 ms [2021-07-04 23:43:52 main:574] : INFO : Epoch 1868 | loss: 0.0311798 | val_loss: 0.0311904 | Time: 1743.83 ms [2021-07-04 23:43:54 main:574] : INFO : Epoch 1869 | loss: 0.0311799 | val_loss: 0.0311883 | Time: 1649.73 ms [2021-07-04 23:43:55 main:574] : INFO : Epoch 1870 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 1690.41 ms [2021-07-04 23:43:57 main:574] : INFO : Epoch 1871 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 1667.65 ms [2021-07-04 23:43:59 main:574] : INFO : Epoch 1872 | loss: 0.0311794 | val_loss: 0.0311912 | Time: 1702.65 ms [2021-07-04 23:44:00 main:574] : INFO : Epoch 1873 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 1720.85 ms [2021-07-04 23:44:02 main:574] : INFO : Epoch 1874 | loss: 0.0311787 | val_loss: 0.0311876 | Time: 1744.59 ms [2021-07-04 23:44:04 main:574] : INFO : Epoch 1875 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 1759.78 ms [2021-07-04 23:44:06 main:574] : INFO : Epoch 1876 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 1706.8 ms [2021-07-04 23:44:07 main:574] : INFO : Epoch 1877 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1741.42 ms [2021-07-04 23:44:09 main:574] : INFO : Epoch 1878 | loss: 0.0311769 | val_loss: 0.0311831 | Time: 1682.71 ms [2021-07-04 23:44:11 main:574] : INFO : Epoch 1879 | loss: 0.0311764 | val_loss: 0.0311844 | Time: 1726.65 ms [2021-07-04 23:44:12 main:574] : INFO : Epoch 1880 | loss: 0.0311758 | val_loss: 0.0311886 | Time: 1674.35 ms [2021-07-04 23:44:14 main:574] : INFO : Epoch 1881 | loss: 0.0311775 | val_loss: 0.0311847 | Time: 1628.64 ms [2021-07-04 23:44:16 main:574] : INFO : Epoch 1882 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 1647.36 ms [2021-07-04 23:44:18 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311854 | Time: 1780.73 ms [2021-07-04 23:44:19 main:574] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311843 | Time: 1746.79 ms [2021-07-04 23:44:21 main:574] : INFO : Epoch 1885 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 1737.37 ms [2021-07-04 23:44:23 main:574] : INFO : Epoch 1886 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 1740.17 ms [2021-07-04 23:44:25 main:574] : INFO : Epoch 1887 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 1753.74 ms [2021-07-04 23:44:26 main:574] : INFO : Epoch 1888 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 1696.3 ms [2021-07-04 23:44:28 main:574] : INFO : Epoch 1889 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 1662.77 ms [2021-07-04 23:44:30 main:574] : INFO : Epoch 1890 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 1670.22 ms [2021-07-04 23:44:31 main:574] : INFO : Epoch 1891 | loss: 0.0311725 | val_loss: 0.0311869 | Time: 1690.59 ms [2021-07-04 23:44:33 main:574] : INFO : Epoch 1892 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 1698.72 ms [2021-07-04 23:44:35 main:574] : INFO : Epoch 1893 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 1747.05 ms [2021-07-04 23:44:36 main:574] : INFO : Epoch 1894 | loss: 0.0311729 | val_loss: 0.0311873 | Time: 1726.17 ms [2021-07-04 23:44:38 main:574] : INFO : Epoch 1895 | loss: 0.0311736 | val_loss: 0.0311877 | Time: 1752.58 ms [2021-07-04 23:44:40 main:574] : INFO : Epoch 1896 | loss: 0.0311732 | val_loss: 0.0311883 | Time: 1713.49 ms [2021-07-04 23:44:42 main:574] : INFO : Epoch 1897 | loss: 0.03118 | val_loss: 0.0311783 | Time: 1714.8 ms [2021-07-04 23:44:43 main:574] : INFO : Epoch 1898 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 1704.83 ms [2021-07-04 23:44:45 main:574] : INFO : Epoch 1899 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 1673.97 ms [2021-07-04 23:44:47 main:574] : INFO : Epoch 1900 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 1715.84 ms [2021-07-04 23:44:49 main:574] : INFO : Epoch 1901 | loss: 0.0311709 | val_loss: 0.0311805 | Time: 1755.73 ms [2021-07-04 23:44:50 main:574] : INFO : Epoch 1902 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 1638.25 ms [2021-07-04 23:44:52 main:574] : INFO : Epoch 1903 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1753.3 ms [2021-07-04 23:44:54 main:574] : INFO : Epoch 1904 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 1696.28 ms [2021-07-04 23:44:55 main:574] : INFO : Epoch 1905 | loss: 0.0311668 | val_loss: 0.0311778 | Time: 1732.71 ms [2021-07-04 23:44:57 main:574] : INFO : Epoch 1906 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 1742.46 ms [2021-07-04 23:44:59 main:574] : INFO : Epoch 1907 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 1724.63 ms [2021-07-04 23:45:01 main:574] : INFO : Epoch 1908 | loss: 0.0311787 | val_loss: 0.0311798 | Time: 1727.16 ms [2021-07-04 23:45:02 main:574] : INFO : Epoch 1909 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 1706.14 ms [2021-07-04 23:45:04 main:574] : INFO : Epoch 1910 | loss: 0.0311652 | val_loss: 0.0311786 | Time: 1679.96 ms [2021-07-04 23:45:06 main:574] : INFO : Epoch 1911 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 1712.17 ms [2021-07-04 23:45:07 main:574] : INFO : Epoch 1912 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 1688.46 ms [2021-07-04 23:45:09 main:574] : INFO : Epoch 1913 | loss: 0.031167 | val_loss: 0.0311842 | Time: 1758.16 ms [2021-07-04 23:45:11 main:574] : INFO : Epoch 1914 | loss: 0.0311674 | val_loss: 0.03118 | Time: 1721.21 ms [2021-07-04 23:45:13 main:574] : INFO : Epoch 1915 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 1705.11 ms [2021-07-04 23:45:14 main:574] : INFO : Epoch 1916 | loss: 0.0311651 | val_loss: 0.0311804 | Time: 1758.1 ms [2021-07-04 23:45:16 main:574] : INFO : Epoch 1917 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 1758.67 ms [2021-07-04 23:45:18 main:574] : INFO : Epoch 1918 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 1752.18 ms [2021-07-04 23:45:20 main:574] : INFO : Epoch 1919 | loss: 0.0311616 | val_loss: 0.0311789 | Time: 1688.55 ms [2021-07-04 23:45:21 main:574] : INFO : Epoch 1920 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 1648.71 ms [2021-07-04 23:45:23 main:574] : INFO : Epoch 1921 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 1702.79 ms [2021-07-04 23:45:25 main:574] : INFO : Epoch 1922 | loss: 0.0311619 | val_loss: 0.0311761 | Time: 1719.41 ms [2021-07-04 23:45:26 main:574] : INFO : Epoch 1923 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 1669.01 ms [2021-07-04 23:45:28 main:574] : INFO : Epoch 1924 | loss: 0.0311633 | val_loss: 0.0311771 | Time: 1706.96 ms [2021-07-04 23:45:30 main:574] : INFO : Epoch 1925 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 1723.54 ms [2021-07-04 23:45:32 main:574] : INFO : Epoch 1926 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 1755.91 ms [2021-07-04 23:45:33 main:574] : INFO : Epoch 1927 | loss: 0.0311618 | val_loss: 0.031176 | Time: 1773.82 ms [2021-07-04 23:45:35 main:574] : INFO : Epoch 1928 | loss: 0.031163 | val_loss: 0.0311865 | Time: 1770.34 ms [2021-07-04 23:45:37 main:574] : INFO : Epoch 1929 | loss: 0.0311702 | val_loss: 0.0311806 | Time: 1743.52 ms [2021-07-04 23:45:39 main:574] : INFO : Epoch 1930 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 1698.77 ms [2021-07-04 23:45:40 main:574] : INFO : Epoch 1931 | loss: 0.0311616 | val_loss: 0.0311835 | Time: 1655.19 ms [2021-07-04 23:45:42 main:574] : INFO : Epoch 1932 | loss: 0.0311616 | val_loss: 0.031175 | Time: 1673.67 ms [2021-07-04 23:45:44 main:574] : INFO : Epoch 1933 | loss: 0.0311594 | val_loss: 0.0311765 | Time: 1702.85 ms [2021-07-04 23:45:45 main:574] : INFO : Epoch 1934 | loss: 0.0311601 | val_loss: 0.0311799 | Time: 1711.92 ms [2021-07-04 23:45:47 main:574] : INFO : Epoch 1935 | loss: 0.0311622 | val_loss: 0.0311768 | Time: 1731.02 ms [2021-07-04 23:45:49 main:574] : INFO : Epoch 1936 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 1729.48 ms [2021-07-04 23:45:51 main:574] : INFO : Epoch 1937 | loss: 0.0311623 | val_loss: 0.0311931 | Time: 1712.55 ms [2021-07-04 23:45:52 main:574] : INFO : Epoch 1938 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 1707.41 ms [2021-07-04 23:45:54 main:574] : INFO : Epoch 1939 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 1744.82 ms [2021-07-04 23:45:56 main:574] : INFO : Epoch 1940 | loss: 0.0311589 | val_loss: 0.0311831 | Time: 1723.35 ms [2021-07-04 23:45:57 main:574] : INFO : Epoch 1941 | loss: 0.0311598 | val_loss: 0.0311783 | Time: 1692.19 ms [2021-07-04 23:45:59 main:574] : INFO : Epoch 1942 | loss: 0.0311666 | val_loss: 0.031184 | Time: 1610.12 ms [2021-07-04 23:46:01 main:574] : INFO : Epoch 1943 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 1614.76 ms [2021-07-04 23:46:02 main:574] : INFO : Epoch 1944 | loss: 0.03116 | val_loss: 0.0311758 | Time: 1720.32 ms [2021-07-04 23:46:04 main:574] : INFO : Epoch 1945 | loss: 0.031158 | val_loss: 0.0311785 | Time: 1703.75 ms [2021-07-04 23:46:06 main:574] : INFO : Epoch 1946 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 1736.9 ms [2021-07-04 23:46:08 main:574] : INFO : Epoch 1947 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 1703.4 ms [2021-07-04 23:46:09 main:574] : INFO : Epoch 1948 | loss: 0.0311565 | val_loss: 0.0311785 | Time: 1745.5 ms [2021-07-04 23:46:11 main:574] : INFO : Epoch 1949 | loss: 0.0311648 | val_loss: 0.0311803 | Time: 1710.81 ms [2021-07-04 23:46:13 main:574] : INFO : Epoch 1950 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 1748.22 ms [2021-07-04 23:46:14 main:574] : INFO : Epoch 1951 | loss: 0.0311598 | val_loss: 0.031175 | Time: 1735.72 ms [2021-07-04 23:46:16 main:574] : INFO : Epoch 1952 | loss: 0.0311596 | val_loss: 0.031177 | Time: 1738.54 ms [2021-07-04 23:46:18 main:574] : INFO : Epoch 1953 | loss: 0.0311579 | val_loss: 0.0311806 | Time: 1722.03 ms [2021-07-04 23:46:20 main:574] : INFO : Epoch 1954 | loss: 0.031159 | val_loss: 0.0311798 | Time: 1689.09 ms [2021-07-04 23:46:21 main:574] : INFO : Epoch 1955 | loss: 0.0311567 | val_loss: 0.0311771 | Time: 1737.45 ms [2021-07-04 23:46:23 main:574] : INFO : Epoch 1956 | loss: 0.0311561 | val_loss: 0.0311782 | Time: 1704.67 ms [2021-07-04 23:46:25 main:574] : INFO : Epoch 1957 | loss: 0.0311567 | val_loss: 0.0311777 | Time: 1749.53 ms [2021-07-04 23:46:27 main:574] : INFO : Epoch 1958 | loss: 0.0311569 | val_loss: 0.0311799 | Time: 1729.04 ms [2021-07-04 23:46:28 main:574] : INFO : Epoch 1959 | loss: 0.0311548 | val_loss: 0.0311792 | Time: 1733.48 ms [2021-07-04 23:46:30 main:574] : INFO : Epoch 1960 | loss: 0.0311582 | val_loss: 0.0311771 | Time: 1718.19 ms [2021-07-04 23:46:32 main:574] : INFO : Epoch 1961 | loss: 0.0311614 | val_loss: 0.0311815 | Time: 1674.05 ms [2021-07-04 23:46:33 main:574] : INFO : Epoch 1962 | loss: 0.0311597 | val_loss: 0.0311797 | Time: 1719.95 ms [2021-07-04 23:46:35 main:574] : INFO : Epoch 1963 | loss: 0.0311656 | val_loss: 0.0312042 | Time: 1734.78 ms [2021-07-04 23:46:37 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.0311784 | Time: 1725.57 ms [2021-07-04 23:46:39 main:574] : INFO : Epoch 1965 | loss: 0.0311558 | val_loss: 0.0311794 | Time: 1723.99 ms [2021-07-04 23:46:40 main:574] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311864 | Time: 1722.43 ms [2021-07-04 23:46:42 main:574] : INFO : Epoch 1967 | loss: 0.0311572 | val_loss: 0.0311771 | Time: 1763.86 ms [2021-07-04 23:46:44 main:574] : INFO : Epoch 1968 | loss: 0.0311525 | val_loss: 0.0311747 | Time: 1666.3 ms [2021-07-04 23:46:45 main:574] : INFO : Epoch 1969 | loss: 0.0311547 | val_loss: 0.0311797 | Time: 1673.35 ms [2021-07-04 23:46:47 main:574] : INFO : Epoch 1970 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 1779.53 ms [2021-07-04 23:46:49 main:574] : INFO : Epoch 1971 | loss: 0.0311526 | val_loss: 0.031178 | Time: 1782.02 ms [2021-07-04 23:46:51 main:574] : INFO : Epoch 1972 | loss: 0.0311528 | val_loss: 0.0311843 | Time: 1651.2 ms [2021-07-04 23:46:52 main:574] : INFO : Epoch 1973 | loss: 0.0311557 | val_loss: 0.0311796 | Time: 1633.59 ms [2021-07-04 23:46:54 main:574] : INFO : Epoch 1974 | loss: 0.0311559 | val_loss: 0.0311777 | Time: 1724.48 ms [2021-07-04 23:46:56 main:574] : INFO : Epoch 1975 | loss: 0.0311578 | val_loss: 0.031185 | Time: 1697.21 ms [2021-07-04 23:46:57 main:574] : INFO : Epoch 1976 | loss: 0.0311533 | val_loss: 0.031182 | Time: 1690.24 ms [2021-07-04 23:46:59 main:574] : INFO : Epoch 1977 | loss: 0.0311559 | val_loss: 0.0311835 | Time: 1744.77 ms [2021-07-04 23:47:01 main:574] : INFO : Epoch 1978 | loss: 0.0311542 | val_loss: 0.0311797 | Time: 1785.57 ms [2021-07-04 23:47:03 main:574] : INFO : Epoch 1979 | loss: 0.0311559 | val_loss: 0.0311823 | Time: 1749.63 ms [2021-07-04 23:47:05 main:574] : INFO : Epoch 1980 | loss: 0.0311583 | val_loss: 0.0311859 | Time: 1729.67 ms [2021-07-04 23:47:06 main:574] : INFO : Epoch 1981 | loss: 0.0311565 | val_loss: 0.0311806 | Time: 1739.79 ms [2021-07-04 23:47:08 main:574] : INFO : Epoch 1982 | loss: 0.0311548 | val_loss: 0.0311811 | Time: 1741.44 ms [2021-07-04 23:47:10 main:574] : INFO : Epoch 1983 | loss: 0.0311582 | val_loss: 0.0311847 | Time: 1695.08 ms [2021-07-04 23:47:11 main:574] : INFO : Epoch 1984 | loss: 0.0311564 | val_loss: 0.0311805 | Time: 1726.51 ms [2021-07-04 23:47:13 main:574] : INFO : Epoch 1985 | loss: 0.0311551 | val_loss: 0.031183 | Time: 1714.36 ms [2021-07-04 23:47:15 main:574] : INFO : Epoch 1986 | loss: 0.031152 | val_loss: 0.0311817 | Time: 1735.68 ms [2021-07-04 23:47:17 main:574] : INFO : Epoch 1987 | loss: 0.0311484 | val_loss: 0.0311766 | Time: 1728.33 ms [2021-07-04 23:47:18 main:574] : INFO : Epoch 1988 | loss: 0.0311482 | val_loss: 0.0311831 | Time: 1761.25 ms [2021-07-04 23:47:20 main:574] : INFO : Epoch 1989 | loss: 0.0311515 | val_loss: 0.0311796 | Time: 1738.85 ms [2021-07-04 23:47:22 main:574] : INFO : Epoch 1990 | loss: 0.031153 | val_loss: 0.0311852 | Time: 1722.84 ms [2021-07-04 23:47:24 main:574] : INFO : Epoch 1991 | loss: 0.0311519 | val_loss: 0.0311813 | Time: 1738.08 ms [2021-07-04 23:47:25 main:574] : INFO : Epoch 1992 | loss: 0.0311499 | val_loss: 0.031177 | Time: 1701.09 ms [2021-07-04 23:47:27 main:574] : INFO : Epoch 1993 | loss: 0.0311566 | val_loss: 0.0311903 | Time: 1713.05 ms [2021-07-04 23:47:29 main:574] : INFO : Epoch 1994 | loss: 0.0311526 | val_loss: 0.0311781 | Time: 1827.44 ms [2021-07-04 23:47:31 main:574] : INFO : Epoch 1995 | loss: 0.0311501 | val_loss: 0.0311773 | Time: 1763.17 ms [2021-07-04 23:47:32 main:574] : INFO : Epoch 1996 | loss: 0.0311486 | val_loss: 0.0311782 | Time: 1701.85 ms [2021-07-04 23:47:34 main:574] : INFO : Epoch 1997 | loss: 0.0311496 | val_loss: 0.0311804 | Time: 1703.38 ms [2021-07-04 23:47:36 main:574] : INFO : Epoch 1998 | loss: 0.0311465 | val_loss: 0.0311788 | Time: 1721.61 ms [2021-07-04 23:47:38 main:574] : INFO : Epoch 1999 | loss: 0.0311499 | val_loss: 0.0311767 | Time: 1726.48 ms [2021-07-04 23:47:39 main:574] : INFO : Epoch 2000 | loss: 0.0311474 | val_loss: 0.0311854 | Time: 1712.73 ms [2021-07-04 23:47:41 main:574] : INFO : Epoch 2001 | loss: 0.0311481 | val_loss: 0.0311784 | Time: 1733.56 ms [2021-07-04 23:47:43 main:574] : INFO : Epoch 2002 | loss: 0.0311475 | val_loss: 0.0311775 | Time: 1691.64 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 Ti) [2021-07-05 00:34:39 main:435] : INFO : Set logging level to 1 [2021-07-05 00:34:39 main:441] : INFO : Running in BOINC Client mode [2021-07-05 00:34:39 main:444] : INFO : Resolving all filenames [2021-07-05 00:34:39 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 00:34:39 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099174-11940-0_0_r373771192_1 (exists = 1) [2021-07-05 00:34:39 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099174-11940-0_0_r373771192_0 (exists = 0) [2021-07-05 00:34:39 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 00:34:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 00:34:39 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 00:34:39 main:474] : INFO : Configuration: [2021-07-05 00:34:39 main:475] : INFO : Model type: GRU [2021-07-05 00:34:39 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 00:34:39 main:477] : INFO : Max Epochs: 2048 [2021-07-05 00:34:39 main:478] : INFO : Batch Size: 128 [2021-07-05 00:34:39 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 00:34:39 main:480] : INFO : Patience: 10 [2021-07-05 00:34:39 main:481] : INFO : Hidden Width: 12 [2021-07-05 00:34:39 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 00:34:39 main:483] : INFO : # Backend Layers: 4 [2021-07-05 00:34:39 main:484] : INFO : # Threads: 1 [2021-07-05 00:34:39 main:486] : INFO : Preparing Dataset [2021-07-05 00:34:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:34:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:34:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 00:34:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:34:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 00:34:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 00:34:41 main:494] : INFO : Creating Model [2021-07-05 00:34:41 main:507] : INFO : Preparing config file [2021-07-05 00:34:41 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 00:34:41 main:512] : INFO : Loading config [2021-07-05 00:34:41 main:514] : INFO : Loading state [2021-07-05 00:34:42 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 00:34:42 main:562] : INFO : Starting Training [2021-07-05 00:34:45 main:574] : INFO : Epoch 2003 | loss: 0.0314311 | val_loss: 0.0312677 | Time: 2734.96 ms [2021-07-05 00:34:48 main:574] : INFO : Epoch 2004 | loss: 0.0312367 | val_loss: 0.0312132 | Time: 2552.94 ms [2021-07-05 00:34:50 main:574] : INFO : Epoch 2005 | loss: 0.0311907 | val_loss: 0.0311904 | Time: 2592.75 ms [2021-07-05 00:34:53 main:574] : INFO : Epoch 2006 | loss: 0.0311786 | val_loss: 0.0311898 | Time: 2583.98 ms [2021-07-05 00:34:56 main:574] : INFO : Epoch 2007 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 2547.43 ms [2021-07-05 00:34:58 main:574] : INFO : Epoch 2008 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 2556.89 ms [2021-07-05 00:35:01 main:574] : INFO : Epoch 2009 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 2573.95 ms [2021-07-05 00:35:03 main:574] : INFO : Epoch 2010 | loss: 0.0311552 | val_loss: 0.0311859 | Time: 2601.69 ms [2021-07-05 00:35:06 main:574] : INFO : Epoch 2011 | loss: 0.031159 | val_loss: 0.0311752 | Time: 2581.02 ms [2021-07-05 00:35:08 main:574] : INFO : Epoch 2012 | loss: 0.0311562 | val_loss: 0.0311756 | Time: 2545.45 ms [2021-07-05 00:35:11 main:574] : INFO : Epoch 2013 | loss: 0.0311513 | val_loss: 0.031174 | Time: 2656.29 ms [2021-07-05 00:35:14 main:574] : INFO : Epoch 2014 | loss: 0.0311526 | val_loss: 0.0311761 | Time: 2530.33 ms [2021-07-05 00:35:16 main:574] : INFO : Epoch 2015 | loss: 0.031151 | val_loss: 0.031176 | Time: 2594.9 ms [2021-07-05 00:35:19 main:574] : INFO : Epoch 2016 | loss: 0.0311496 | val_loss: 0.0311739 | Time: 2577.64 ms [2021-07-05 00:35:21 main:574] : INFO : Epoch 2017 | loss: 0.0311482 | val_loss: 0.0311766 | Time: 2558.08 ms [2021-07-05 00:35:24 main:574] : INFO : Epoch 2018 | loss: 0.0311463 | val_loss: 0.0311717 | Time: 2538.9 ms [2021-07-05 00:35:26 main:574] : INFO : Epoch 2019 | loss: 0.0311477 | val_loss: 0.0311856 | Time: 2544.91 ms [2021-07-05 00:35:29 main:574] : INFO : Epoch 2020 | loss: 0.0311509 | val_loss: 0.0311746 | Time: 2564.64 ms [2021-07-05 00:35:32 main:574] : INFO : Epoch 2021 | loss: 0.0311455 | val_loss: 0.0311743 | Time: 2553.2 ms [2021-07-05 00:35:34 main:574] : INFO : Epoch 2022 | loss: 0.0311471 | val_loss: 0.0311691 | Time: 2528.81 ms [2021-07-05 00:35:37 main:574] : INFO : Epoch 2023 | loss: 0.0311454 | val_loss: 0.0311714 | Time: 2534.65 ms [2021-07-05 00:35:39 main:574] : INFO : Epoch 2024 | loss: 0.0311454 | val_loss: 0.0311782 | Time: 2561.39 ms [2021-07-05 00:35:42 main:574] : INFO : Epoch 2025 | loss: 0.0311431 | val_loss: 0.0311767 | Time: 2501.5 ms [2021-07-05 00:35:44 main:574] : INFO : Epoch 2026 | loss: 0.0311419 | val_loss: 0.0311746 | Time: 2622.23 ms [2021-07-05 00:35:47 main:574] : INFO : Epoch 2027 | loss: 0.0311479 | val_loss: 0.0311863 | Time: 2563.76 ms [2021-07-05 00:35:50 main:574] : INFO : Epoch 2028 | loss: 0.0311416 | val_loss: 0.0311761 | Time: 2594.15 ms [2021-07-05 00:35:52 main:574] : INFO : Epoch 2029 | loss: 0.0311409 | val_loss: 0.031175 | Time: 2593.57 ms [2021-07-05 00:35:55 main:574] : INFO : Epoch 2030 | loss: 0.0311396 | val_loss: 0.0311791 | Time: 2621.25 ms [2021-07-05 00:35:57 main:574] : INFO : Epoch 2031 | loss: 0.0311382 | val_loss: 0.0311743 | Time: 2492.92 ms [2021-07-05 00:36:00 main:574] : INFO : Epoch 2032 | loss: 0.0311399 | val_loss: 0.0311749 | Time: 2495.59 ms [2021-07-05 00:36:02 main:574] : INFO : Epoch 2033 | loss: 0.0311376 | val_loss: 0.0311745 | Time: 2508.05 ms [2021-07-05 00:36:05 main:574] : INFO : Epoch 2034 | loss: 0.0311362 | val_loss: 0.0311805 | Time: 2576.53 ms [2021-07-05 00:36:07 main:574] : INFO : Epoch 2035 | loss: 0.0311394 | val_loss: 0.0311851 | Time: 2525.16 ms [2021-07-05 00:36:10 main:574] : INFO : Epoch 2036 | loss: 0.0311391 | val_loss: 0.031181 | Time: 2621.16 ms [2021-07-05 00:36:13 main:574] : INFO : Epoch 2037 | loss: 0.0311371 | val_loss: 0.0311813 | Time: 2611.83 ms [2021-07-05 00:36:15 main:574] : INFO : Epoch 2038 | loss: 0.0311348 | val_loss: 0.0311739 | Time: 2513.69 ms [2021-07-05 00:36:18 main:574] : INFO : Epoch 2039 | loss: 0.0311339 | val_loss: 0.0311896 | Time: 2468.16 ms [2021-07-05 00:36:20 main:574] : INFO : Epoch 2040 | loss: 0.0311368 | val_loss: 0.0311764 | Time: 2603.37 ms [2021-07-05 00:36:23 main:574] : INFO : Epoch 2041 | loss: 0.0311389 | val_loss: 0.0311836 | Time: 2597.38 ms [2021-07-05 00:36:25 main:574] : INFO : Epoch 2042 | loss: 0.0311423 | val_loss: 0.0311804 | Time: 2589.28 ms [2021-07-05 00:36:28 main:574] : INFO : Epoch 2043 | loss: 0.031137 | val_loss: 0.0311851 | Time: 2571.05 ms [2021-07-05 00:36:31 main:574] : INFO : Epoch 2044 | loss: 0.0311371 | val_loss: 0.0311801 | Time: 2575.08 ms [2021-07-05 00:36:33 main:574] : INFO : Epoch 2045 | loss: 0.0311376 | val_loss: 0.0311809 | Time: 2593 ms [2021-07-05 00:36:36 main:574] : INFO : Epoch 2046 | loss: 0.0311348 | val_loss: 0.0311843 | Time: 2504.9 ms [2021-07-05 00:36:38 main:574] : INFO : Epoch 2047 | loss: 0.0311333 | val_loss: 0.0311835 | Time: 2542.86 ms [2021-07-05 00:36:41 main:574] : INFO : Epoch 2048 | loss: 0.0311352 | val_loss: 0.0311789 | Time: 2635.98 ms [2021-07-05 00:36:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311789 [2021-07-05 00:36:41 main:603] : INFO : Saving end state to config to file [2021-07-05 00:36:41 main:608] : INFO : Success, exiting.. 00:36:41 (32060): 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)