Task 10260870
| Name | ParityModified-1639951209-24323-1-0_0 |
| Workunit | 7618431 |
| Created | 29 Dec 2021, 16:49:55 UTC |
| Sent | 14 Jan 2022, 13:44:41 UTC |
| Report deadline | 22 Jan 2022, 13:44:41 UTC |
| Received | 14 Jan 2022, 14:50:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 1 hours 0 min 29 sec |
| CPU time | 54 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4:55 main:574] : INFO : Epoch 1542 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1715.44 ms [2022-01-14 14:34:56 main:574] : INFO : Epoch 1543 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1695.37 ms [2022-01-14 14:34:58 main:574] : INFO : Epoch 1544 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1711.82 ms [2022-01-14 14:35:00 main:574] : INFO : Epoch 1545 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1680.42 ms [2022-01-14 14:35:01 main:574] : INFO : Epoch 1546 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1698.42 ms [2022-01-14 14:35:03 main:574] : INFO : Epoch 1547 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1723.99 ms [2022-01-14 14:35:05 main:574] : INFO : Epoch 1548 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1752.43 ms [2022-01-14 14:35:07 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1764.04 ms [2022-01-14 14:35:09 main:574] : INFO : Epoch 1550 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1753.55 ms [2022-01-14 14:35:10 main:574] : INFO : Epoch 1551 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1743.3 ms [2022-01-14 14:35:12 main:574] : INFO : Epoch 1552 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1703.87 ms [2022-01-14 14:35:14 main:574] : INFO : Epoch 1553 | loss: 0.031249 | val_loss: 0.03125 | Time: 1800.26 ms [2022-01-14 14:35:16 main:574] : INFO : Epoch 1554 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1696.3 ms [2022-01-14 14:35:17 main:574] : INFO : Epoch 1555 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1698.37 ms [2022-01-14 14:35:19 main:574] : INFO : Epoch 1556 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1737.28 ms [2022-01-14 14:35:21 main:574] : INFO : Epoch 1557 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1734 ms [2022-01-14 14:35:22 main:574] : INFO : Epoch 1558 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1722.67 ms [2022-01-14 14:35:24 main:574] : INFO : Epoch 1559 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1720.36 ms [2022-01-14 14:35:26 main:574] : INFO : Epoch 1560 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1701.63 ms [2022-01-14 14:35:28 main:574] : INFO : Epoch 1561 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1751.31 ms [2022-01-14 14:35:29 main:574] : INFO : Epoch 1562 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1750.87 ms [2022-01-14 14:35:31 main:574] : INFO : Epoch 1563 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1776.13 ms [2022-01-14 14:35:33 main:574] : INFO : Epoch 1564 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1715.15 ms [2022-01-14 14:35:35 main:574] : INFO : Epoch 1565 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1705.6 ms [2022-01-14 14:35:36 main:574] : INFO : Epoch 1566 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1697.51 ms [2022-01-14 14:35:38 main:574] : INFO : Epoch 1567 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1697.13 ms [2022-01-14 14:35:40 main:574] : INFO : Epoch 1568 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1692.95 ms [2022-01-14 14:35:41 main:574] : INFO : Epoch 1569 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1700.47 ms [2022-01-14 14:35:43 main:574] : INFO : Epoch 1570 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1701.39 ms [2022-01-14 14:35:45 main:574] : INFO : Epoch 1571 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1709.11 ms [2022-01-14 14:35:47 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312493 | Time: 1742.8 ms [2022-01-14 14:35:48 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1725.01 ms [2022-01-14 14:35:50 main:574] : INFO : Epoch 1574 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 1747.35 ms [2022-01-14 14:35:52 main:574] : INFO : Epoch 1575 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1733.5 ms [2022-01-14 14:35:54 main:574] : INFO : Epoch 1576 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1710.46 ms [2022-01-14 14:35:55 main:574] : INFO : Epoch 1577 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1750.59 ms [2022-01-14 14:35:57 main:574] : INFO : Epoch 1578 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1754.58 ms [2022-01-14 14:35:59 main:574] : INFO : Epoch 1579 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1724.49 ms [2022-01-14 14:36:01 main:574] : INFO : Epoch 1580 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1794.39 ms [2022-01-14 14:36:02 main:574] : INFO : Epoch 1581 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1726.15 ms [2022-01-14 14:36:04 main:574] : INFO : Epoch 1582 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1749.24 ms [2022-01-14 14:36:06 main:574] : INFO : Epoch 1583 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1707.15 ms [2022-01-14 14:36:08 main:574] : INFO : Epoch 1584 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1731.77 ms [2022-01-14 14:36:09 main:574] : INFO : Epoch 1585 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1757.6 ms [2022-01-14 14:36:11 main:574] : INFO : Epoch 1586 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1755.32 ms [2022-01-14 14:36:13 main:574] : INFO : Epoch 1587 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1704.75 ms [2022-01-14 14:36:15 main:574] : INFO : Epoch 1588 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1720.8 ms [2022-01-14 14:36:16 main:574] : INFO : Epoch 1589 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1721.41 ms [2022-01-14 14:36:18 main:574] : INFO : Epoch 1590 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1707.22 ms [2022-01-14 14:36:20 main:574] : INFO : Epoch 1591 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1738.85 ms [2022-01-14 14:36:22 main:574] : INFO : Epoch 1592 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1702.74 ms [2022-01-14 14:36:23 main:574] : INFO : Epoch 1593 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1709.39 ms [2022-01-14 14:36:25 main:574] : INFO : Epoch 1594 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1746.74 ms [2022-01-14 14:36:27 main:574] : INFO : Epoch 1595 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1726.42 ms [2022-01-14 14:36:39 main:574] : INFO : Epoch 1596 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 12007.9 ms [2022-01-14 14:36:41 main:574] : INFO : Epoch 1597 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1738.8 ms [2022-01-14 14:36:42 main:574] : INFO : Epoch 1598 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1761.3 ms [2022-01-14 14:36:44 main:574] : INFO : Epoch 1599 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1700.05 ms [2022-01-14 14:36:46 main:574] : INFO : Epoch 1600 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1787.51 ms [2022-01-14 14:36:48 main:574] : INFO : Epoch 1601 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1735.57 ms [2022-01-14 14:36:49 main:574] : INFO : Epoch 1602 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1748.75 ms [2022-01-14 14:36:51 main:574] : INFO : Epoch 1603 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1764.51 ms [2022-01-14 14:36:53 main:574] : INFO : Epoch 1604 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1760.52 ms [2022-01-14 14:36:55 main:574] : INFO : Epoch 1605 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1766.96 ms [2022-01-14 14:36:56 main:574] : INFO : Epoch 1606 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1695.51 ms [2022-01-14 14:36:58 main:574] : INFO : Epoch 1607 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1683.3 ms [2022-01-14 14:37:00 main:574] : INFO : Epoch 1608 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1694.12 ms [2022-01-14 14:37:01 main:574] : INFO : Epoch 1609 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1750.31 ms [2022-01-14 14:37:03 main:574] : INFO : Epoch 1610 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1692.86 ms [2022-01-14 14:37:05 main:574] : INFO : Epoch 1611 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1911.53 ms [2022-01-14 14:37:07 main:574] : INFO : Epoch 1612 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1683.72 ms [2022-01-14 14:37:08 main:574] : INFO : Epoch 1613 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1686.98 ms [2022-01-14 14:37:10 main:574] : INFO : Epoch 1614 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1698.05 ms [2022-01-14 14:37:12 main:574] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1724.49 ms [2022-01-14 14:37:14 main:574] : INFO : Epoch 1616 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1722.14 ms [2022-01-14 14:37:15 main:574] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1719.38 ms [2022-01-14 14:37:17 main:574] : INFO : Epoch 1618 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1735.49 ms [2022-01-14 14:37:19 main:574] : INFO : Epoch 1619 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1687.54 ms [2022-01-14 14:37:21 main:574] : INFO : Epoch 1620 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1703.03 ms [2022-01-14 14:37:22 main:574] : INFO : Epoch 1621 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1749.65 ms [2022-01-14 14:37:24 main:574] : INFO : Epoch 1622 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1702.4 ms [2022-01-14 14:37:26 main:574] : INFO : Epoch 1623 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1697.12 ms [2022-01-14 14:37:27 main:574] : INFO : Epoch 1624 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1704.68 ms [2022-01-14 14:37:29 main:574] : INFO : Epoch 1625 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 1696.92 ms [2022-01-14 14:37:31 main:574] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1694.61 ms [2022-01-14 14:37:33 main:574] : INFO : Epoch 1627 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1699.22 ms [2022-01-14 14:37:34 main:574] : INFO : Epoch 1628 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1717.2 ms [2022-01-14 14:37:36 main:574] : INFO : Epoch 1629 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1712.18 ms [2022-01-14 14:37:38 main:574] : INFO : Epoch 1630 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1728.63 ms [2022-01-14 14:37:39 main:574] : INFO : Epoch 1631 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1730.29 ms [2022-01-14 14:37:41 main:574] : INFO : Epoch 1632 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1720.58 ms [2022-01-14 14:37:43 main:574] : INFO : Epoch 1633 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1823.26 ms [2022-01-14 14:37:45 main:574] : INFO : Epoch 1634 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1717.83 ms [2022-01-14 14:37:47 main:574] : INFO : Epoch 1635 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1721.53 ms [2022-01-14 14:37:48 main:574] : INFO : Epoch 1636 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1761.63 ms [2022-01-14 14:37:50 main:574] : INFO : Epoch 1637 | loss: 0.0312488 | val_loss: 0.0312512 | Time: 2018.03 ms [2022-01-14 14:37:52 main:574] : INFO : Epoch 1638 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1843.97 ms [2022-01-14 14:37:54 main:574] : INFO : Epoch 1639 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1749.82 ms [2022-01-14 14:37:56 main:574] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1694.79 ms [2022-01-14 14:37:57 main:574] : INFO : Epoch 1641 | loss: 0.0312485 | val_loss: 0.0312513 | Time: 1711.98 ms [2022-01-14 14:38:09 main:574] : INFO : Epoch 1642 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 12076.1 ms [2022-01-14 14:38:11 main:574] : INFO : Epoch 1643 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1756.87 ms [2022-01-14 14:38:13 main:574] : INFO : Epoch 1644 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1743.04 ms [2022-01-14 14:38:15 main:574] : INFO : Epoch 1645 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1735.12 ms [2022-01-14 14:38:16 main:574] : INFO : Epoch 1646 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1702.57 ms [2022-01-14 14:38:18 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1722.49 ms [2022-01-14 14:38:20 main:574] : INFO : Epoch 1648 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1701.14 ms [2022-01-14 14:38:22 main:574] : INFO : Epoch 1649 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1696.1 ms [2022-01-14 14:38:23 main:574] : INFO : Epoch 1650 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1707.6 ms [2022-01-14 14:38:25 main:574] : INFO : Epoch 1651 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1729.92 ms [2022-01-14 14:38:27 main:574] : INFO : Epoch 1652 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1719.81 ms [2022-01-14 14:38:29 main:574] : INFO : Epoch 1653 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1726.36 ms [2022-01-14 14:38:30 main:574] : INFO : Epoch 1654 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1728.19 ms [2022-01-14 14:38:32 main:574] : INFO : Epoch 1655 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1739.01 ms [2022-01-14 14:38:34 main:574] : INFO : Epoch 1656 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1701.05 ms [2022-01-14 14:38:35 main:574] : INFO : Epoch 1657 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1718.18 ms [2022-01-14 14:38:37 main:574] : INFO : Epoch 1658 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1730.24 ms [2022-01-14 14:38:39 main:574] : INFO : Epoch 1659 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1716.56 ms [2022-01-14 14:38:41 main:574] : INFO : Epoch 1660 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1723.9 ms [2022-01-14 14:38:43 main:574] : INFO : Epoch 1661 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1922.18 ms [2022-01-14 14:38:44 main:574] : INFO : Epoch 1662 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1741.59 ms [2022-01-14 14:38:46 main:574] : INFO : Epoch 1663 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1750.06 ms [2022-01-14 14:38:48 main:574] : INFO : Epoch 1664 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1745.38 ms [2022-01-14 14:38:50 main:574] : INFO : Epoch 1665 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1740.08 ms [2022-01-14 14:38:51 main:574] : INFO : Epoch 1666 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1737.21 ms [2022-01-14 14:38:53 main:574] : INFO : Epoch 1667 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1709.77 ms [2022-01-14 14:38:55 main:574] : INFO : Epoch 1668 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1694.09 ms [2022-01-14 14:38:56 main:574] : INFO : Epoch 1669 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1696.35 ms [2022-01-14 14:38:58 main:574] : INFO : Epoch 1670 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1760.6 ms [2022-01-14 14:39:00 main:574] : INFO : Epoch 1671 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1731.41 ms [2022-01-14 14:39:02 main:574] : INFO : Epoch 1672 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1730.6 ms [2022-01-14 14:39:03 main:574] : INFO : Epoch 1673 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1724 ms [2022-01-14 14:39:05 main:574] : INFO : Epoch 1674 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1726.77 ms [2022-01-14 14:39:07 main:574] : INFO : Epoch 1675 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1747.08 ms [2022-01-14 14:39:09 main:574] : INFO : Epoch 1676 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1734.61 ms [2022-01-14 14:39:10 main:574] : INFO : Epoch 1677 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1722.2 ms [2022-01-14 14:39:12 main:574] : INFO : Epoch 1678 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1711.96 ms [2022-01-14 14:39:14 main:574] : INFO : Epoch 1679 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1701.63 ms [2022-01-14 14:39:16 main:574] : INFO : Epoch 1680 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1688.49 ms [2022-01-14 14:39:17 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1723.02 ms [2022-01-14 14:39:19 main:574] : INFO : Epoch 1682 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1739.02 ms [2022-01-14 14:39:21 main:574] : INFO : Epoch 1683 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1766.74 ms [2022-01-14 14:39:23 main:574] : INFO : Epoch 1684 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1704.16 ms [2022-01-14 14:39:24 main:574] : INFO : Epoch 1685 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1716.56 ms [2022-01-14 14:39:26 main:574] : INFO : Epoch 1686 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1720.19 ms [2022-01-14 14:39:28 main:574] : INFO : Epoch 1687 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1722.84 ms [2022-01-14 14:39:29 main:574] : INFO : Epoch 1688 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 1706.32 ms [2022-01-14 14:39:31 main:574] : INFO : Epoch 1689 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1705.62 ms [2022-01-14 14:39:33 main:574] : INFO : Epoch 1690 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1717.91 ms [2022-01-14 14:39:35 main:574] : INFO : Epoch 1691 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1711.85 ms [2022-01-14 14:39:36 main:574] : INFO : Epoch 1692 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1730.26 ms [2022-01-14 14:39:38 main:574] : INFO : Epoch 1693 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1726.19 ms [2022-01-14 14:39:40 main:574] : INFO : Epoch 1694 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1743.78 ms [2022-01-14 14:39:42 main:574] : INFO : Epoch 1695 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1795.74 ms [2022-01-14 14:39:44 main:574] : INFO : Epoch 1696 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2283.82 ms [2022-01-14 14:39:46 main:574] : INFO : Epoch 1697 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1953.72 ms [2022-01-14 14:39:48 main:574] : INFO : Epoch 1698 | loss: 0.0312488 | val_loss: 0.0312515 | Time: 1782.56 ms [2022-01-14 14:39:49 main:574] : INFO : Epoch 1699 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1774.98 ms [2022-01-14 14:39:51 main:574] : INFO : Epoch 1700 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1769.99 ms [2022-01-14 14:39:53 main:574] : INFO : Epoch 1701 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1753.69 ms [2022-01-14 14:39:55 main:574] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1747.72 ms [2022-01-14 14:39:57 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1758.64 ms [2022-01-14 14:39:58 main:574] : INFO : Epoch 1704 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1735.85 ms [2022-01-14 14:40:00 main:574] : INFO : Epoch 1705 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1745.09 ms [2022-01-14 14:40:02 main:574] : INFO : Epoch 1706 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1762.68 ms [2022-01-14 14:40:04 main:574] : INFO : Epoch 1707 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1745.71 ms [2022-01-14 14:40:05 main:574] : INFO : Epoch 1708 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1757.81 ms [2022-01-14 14:40:07 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1743.81 ms [2022-01-14 14:40:09 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 1760.99 ms [2022-01-14 14:40:11 main:574] : INFO : Epoch 1711 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1757.07 ms [2022-01-14 14:40:12 main:574] : INFO : Epoch 1712 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1740.09 ms [2022-01-14 14:40:14 main:574] : INFO : Epoch 1713 | loss: 0.0312508 | val_loss: 0.0312495 | Time: 1750.77 ms [2022-01-14 14:40:16 main:574] : INFO : Epoch 1714 | loss: 0.0312491 | val_loss: 0.0312522 | Time: 1739.59 ms [2022-01-14 14:40:18 main:574] : INFO : Epoch 1715 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1745.76 ms [2022-01-14 14:40:19 main:574] : INFO : Epoch 1716 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1765 ms [2022-01-14 14:40:21 main:574] : INFO : Epoch 1717 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1758.77 ms [2022-01-14 14:40:23 main:574] : INFO : Epoch 1718 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1745.78 ms [2022-01-14 14:40:25 main:574] : INFO : Epoch 1719 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1747.24 ms [2022-01-14 14:40:26 main:574] : INFO : Epoch 1720 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1744.94 ms [2022-01-14 14:40:28 main:574] : INFO : Epoch 1721 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1738.98 ms [2022-01-14 14:40:30 main:574] : INFO : Epoch 1722 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1740.02 ms [2022-01-14 14:40:32 main:574] : INFO : Epoch 1723 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1735.73 ms [2022-01-14 14:40:34 main:574] : INFO : Epoch 1724 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1851.5 ms [2022-01-14 14:40:35 main:574] : INFO : Epoch 1725 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1766.32 ms [2022-01-14 14:40:37 main:574] : INFO : Epoch 1726 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1757.91 ms [2022-01-14 14:40:39 main:574] : INFO : Epoch 1727 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1766.95 ms [2022-01-14 14:40:41 main:574] : INFO : Epoch 1728 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1739 ms [2022-01-14 14:40:42 main:574] : INFO : Epoch 1729 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1748.27 ms [2022-01-14 14:40:44 main:574] : INFO : Epoch 1730 | loss: 0.0312495 | val_loss: 0.0312537 | Time: 1742.24 ms [2022-01-14 14:40:46 main:574] : INFO : Epoch 1731 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1751.15 ms [2022-01-14 14:40:48 main:574] : INFO : Epoch 1732 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1752.7 ms [2022-01-14 14:40:49 main:574] : INFO : Epoch 1733 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1745.33 ms [2022-01-14 14:40:51 main:574] : INFO : Epoch 1734 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1776.15 ms [2022-01-14 14:40:53 main:574] : INFO : Epoch 1735 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1774.24 ms [2022-01-14 14:40:55 main:574] : INFO : Epoch 1736 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1772.99 ms [2022-01-14 14:40:57 main:574] : INFO : Epoch 1737 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1762.52 ms [2022-01-14 14:40:58 main:574] : INFO : Epoch 1738 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1775.69 ms [2022-01-14 14:41:00 main:574] : INFO : Epoch 1739 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1785.5 ms [2022-01-14 14:41:02 main:574] : INFO : Epoch 1740 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2002.64 ms [2022-01-14 14:41:04 main:574] : INFO : Epoch 1741 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1895.76 ms [2022-01-14 14:41:06 main:574] : INFO : Epoch 1742 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1826.85 ms [2022-01-14 14:41:08 main:574] : INFO : Epoch 1743 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1908.24 ms [2022-01-14 14:41:10 main:574] : INFO : Epoch 1744 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1771.73 ms [2022-01-14 14:41:12 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1928.84 ms [2022-01-14 14:41:13 main:574] : INFO : Epoch 1746 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1890.79 ms [2022-01-14 14:41:15 main:574] : INFO : Epoch 1747 | loss: 0.0312487 | val_loss: 0.0312521 | Time: 1869.62 ms [2022-01-14 14:41:17 main:574] : INFO : Epoch 1748 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1979.31 ms [2022-01-14 14:41:19 main:574] : INFO : Epoch 1749 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1887.15 ms [2022-01-14 14:41:21 main:574] : INFO : Epoch 1750 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1810.36 ms [2022-01-14 14:41:23 main:574] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1860.16 ms [2022-01-14 14:41:25 main:574] : INFO : Epoch 1752 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1750.57 ms [2022-01-14 14:41:26 main:574] : INFO : Epoch 1753 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1775.07 ms [2022-01-14 14:41:28 main:574] : INFO : Epoch 1754 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1851.86 ms [2022-01-14 14:41:30 main:574] : INFO : Epoch 1755 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1767.2 ms [2022-01-14 14:41:32 main:574] : INFO : Epoch 1756 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1750.89 ms [2022-01-14 14:41:34 main:574] : INFO : Epoch 1757 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1739.89 ms [2022-01-14 14:41:35 main:574] : INFO : Epoch 1758 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 1769.1 ms [2022-01-14 14:41:37 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1730.89 ms [2022-01-14 14:41:39 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1712.46 ms [2022-01-14 14:41:41 main:574] : INFO : Epoch 1761 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 1726.6 ms [2022-01-14 14:41:42 main:574] : INFO : Epoch 1762 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1706.85 ms [2022-01-14 14:41:44 main:574] : INFO : Epoch 1763 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1725.65 ms [2022-01-14 14:41:46 main:574] : INFO : Epoch 1764 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1723.27 ms [2022-01-14 14:41:48 main:574] : INFO : Epoch 1765 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1714.72 ms [2022-01-14 14:41:49 main:574] : INFO : Epoch 1766 | loss: 0.031249 | val_loss: 0.03125 | Time: 1773.12 ms [2022-01-14 14:41:51 main:574] : INFO : Epoch 1767 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1711.18 ms [2022-01-14 14:41:53 main:574] : INFO : Epoch 1768 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1708.37 ms [2022-01-14 14:41:54 main:574] : INFO : Epoch 1769 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1713.38 ms [2022-01-14 14:41:56 main:574] : INFO : Epoch 1770 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1715.46 ms [2022-01-14 14:41:58 main:574] : INFO : Epoch 1771 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1712.8 ms [2022-01-14 14:42:00 main:574] : INFO : Epoch 1772 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1740.5 ms [2022-01-14 14:42:01 main:574] : INFO : Epoch 1773 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1704.61 ms [2022-01-14 14:42:03 main:574] : INFO : Epoch 1774 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1707.94 ms [2022-01-14 14:42:05 main:574] : INFO : Epoch 1775 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1706.71 ms [2022-01-14 14:42:07 main:574] : INFO : Epoch 1776 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1703.86 ms [2022-01-14 14:42:08 main:574] : INFO : Epoch 1777 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1742.84 ms [2022-01-14 14:42:10 main:574] : INFO : Epoch 1778 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1711.47 ms [2022-01-14 14:42:12 main:574] : INFO : Epoch 1779 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1709.79 ms [2022-01-14 14:42:13 main:574] : INFO : Epoch 1780 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1701.34 ms [2022-01-14 14:42:15 main:574] : INFO : Epoch 1781 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1769.64 ms [2022-01-14 14:42:17 main:574] : INFO : Epoch 1782 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1704 ms [2022-01-14 14:42:19 main:574] : INFO : Epoch 1783 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1708.6 ms [2022-01-14 14:42:20 main:574] : INFO : Epoch 1784 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1737.99 ms [2022-01-14 14:42:22 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1717.09 ms [2022-01-14 14:42:24 main:574] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1722.58 ms [2022-01-14 14:42:26 main:574] : INFO : Epoch 1787 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1706.16 ms [2022-01-14 14:42:27 main:574] : INFO : Epoch 1788 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1744.35 ms [2022-01-14 14:42:29 main:574] : INFO : Epoch 1789 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1708.23 ms [2022-01-14 14:42:31 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1708.33 ms [2022-01-14 14:42:33 main:574] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1710.85 ms [2022-01-14 14:42:34 main:574] : INFO : Epoch 1792 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1710.5 ms [2022-01-14 14:42:36 main:574] : INFO : Epoch 1793 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1724.6 ms [2022-01-14 14:42:38 main:574] : INFO : Epoch 1794 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1712.56 ms [2022-01-14 14:42:40 main:574] : INFO : Epoch 1795 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1881.95 ms [2022-01-14 14:42:41 main:574] : INFO : Epoch 1796 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1739.84 ms [2022-01-14 14:42:43 main:574] : INFO : Epoch 1797 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1816.18 ms [2022-01-14 14:42:45 main:574] : INFO : Epoch 1798 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1806.6 ms [2022-01-14 14:42:47 main:574] : INFO : Epoch 1799 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1747.55 ms [2022-01-14 14:42:49 main:574] : INFO : Epoch 1800 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1748.27 ms [2022-01-14 14:42:50 main:574] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1713.68 ms [2022-01-14 14:42:52 main:574] : INFO : Epoch 1802 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1714.29 ms [2022-01-14 14:42:54 main:574] : INFO : Epoch 1803 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1711.87 ms [2022-01-14 14:42:55 main:574] : INFO : Epoch 1804 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1695.33 ms [2022-01-14 14:42:57 main:574] : INFO : Epoch 1805 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1708.46 ms [2022-01-14 14:42:59 main:574] : INFO : Epoch 1806 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1733.36 ms [2022-01-14 14:43:01 main:574] : INFO : Epoch 1807 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1715.6 ms [2022-01-14 14:43:02 main:574] : INFO : Epoch 1808 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1716.63 ms [2022-01-14 14:43:04 main:574] : INFO : Epoch 1809 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1702.81 ms [2022-01-14 14:43:06 main:574] : INFO : Epoch 1810 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1729.34 ms [2022-01-14 14:43:07 main:574] : INFO : Epoch 1811 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1707.94 ms [2022-01-14 14:43:09 main:574] : INFO : Epoch 1812 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1711.71 ms [2022-01-14 14:43:11 main:574] : INFO : Epoch 1813 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1735.5 ms [2022-01-14 14:43:13 main:574] : INFO : Epoch 1814 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1712.37 ms [2022-01-14 14:43:14 main:574] : INFO : Epoch 1815 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1722.78 ms [2022-01-14 14:43:16 main:574] : INFO : Epoch 1816 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1717.29 ms [2022-01-14 14:43:18 main:574] : INFO : Epoch 1817 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1701.64 ms [2022-01-14 14:43:20 main:574] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1713.99 ms [2022-01-14 14:43:21 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1702 ms [2022-01-14 14:43:23 main:574] : INFO : Epoch 1820 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1721.72 ms [2022-01-14 14:43:25 main:574] : INFO : Epoch 1821 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1746.87 ms [2022-01-14 14:43:27 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1707.57 ms [2022-01-14 14:43:28 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1704.82 ms [2022-01-14 14:43:30 main:574] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1722.13 ms [2022-01-14 14:43:32 main:574] : INFO : Epoch 1825 | loss: 0.0312489 | val_loss: 0.0312517 | Time: 1703.51 ms [2022-01-14 14:43:33 main:574] : INFO : Epoch 1826 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1713.72 ms [2022-01-14 14:43:35 main:574] : INFO : Epoch 1827 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1720.46 ms [2022-01-14 14:43:37 main:574] : INFO : Epoch 1828 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1709.85 ms [2022-01-14 14:43:39 main:574] : INFO : Epoch 1829 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1714.81 ms [2022-01-14 14:43:40 main:574] : INFO : Epoch 1830 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1712.26 ms [2022-01-14 14:43:42 main:574] : INFO : Epoch 1831 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1713.48 ms [2022-01-14 14:43:44 main:574] : INFO : Epoch 1832 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1706.99 ms [2022-01-14 14:43:45 main:574] : INFO : Epoch 1833 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1711.43 ms [2022-01-14 14:43:47 main:574] : INFO : Epoch 1834 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1726.39 ms [2022-01-14 14:43:49 main:574] : INFO : Epoch 1835 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1710.97 ms [2022-01-14 14:43:51 main:574] : INFO : Epoch 1836 | loss: 0.0312523 | val_loss: 0.0312538 | Time: 1725.26 ms [2022-01-14 14:43:52 main:574] : INFO : Epoch 1837 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1716.24 ms [2022-01-14 14:43:54 main:574] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1707.97 ms [2022-01-14 14:43:56 main:574] : INFO : Epoch 1839 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1708.11 ms [2022-01-14 14:43:58 main:574] : INFO : Epoch 1840 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1714.79 ms [2022-01-14 14:43:59 main:574] : INFO : Epoch 1841 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1714.47 ms [2022-01-14 14:44:01 main:574] : INFO : Epoch 1842 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1718.37 ms [2022-01-14 14:44:03 main:574] : INFO : Epoch 1843 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1721.34 ms [2022-01-14 14:44:04 main:574] : INFO : Epoch 1844 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1719.06 ms [2022-01-14 14:44:06 main:574] : INFO : Epoch 1845 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1710.04 ms [2022-01-14 14:44:08 main:574] : INFO : Epoch 1846 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1707.05 ms [2022-01-14 14:44:10 main:574] : INFO : Epoch 1847 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1714.52 ms [2022-01-14 14:44:11 main:574] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1712.2 ms [2022-01-14 14:44:13 main:574] : INFO : Epoch 1849 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1719.44 ms [2022-01-14 14:44:15 main:574] : INFO : Epoch 1850 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1714.68 ms [2022-01-14 14:44:17 main:574] : INFO : Epoch 1851 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1715.57 ms [2022-01-14 14:44:18 main:574] : INFO : Epoch 1852 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1737.57 ms [2022-01-14 14:44:20 main:574] : INFO : Epoch 1853 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1709.19 ms [2022-01-14 14:44:22 main:574] : INFO : Epoch 1854 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1717.35 ms [2022-01-14 14:44:23 main:574] : INFO : Epoch 1855 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1719.4 ms [2022-01-14 14:44:25 main:574] : INFO : Epoch 1856 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1734.18 ms [2022-01-14 14:44:27 main:574] : INFO : Epoch 1857 | loss: 0.0312497 | val_loss: 0.031252 | Time: 1709.86 ms [2022-01-14 14:44:29 main:574] : INFO : Epoch 1858 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1709.57 ms [2022-01-14 14:44:30 main:574] : INFO : Epoch 1859 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1717.4 ms [2022-01-14 14:44:32 main:574] : INFO : Epoch 1860 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1704.93 ms [2022-01-14 14:44:34 main:574] : INFO : Epoch 1861 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1712.92 ms [2022-01-14 14:44:36 main:574] : INFO : Epoch 1862 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1721.7 ms [2022-01-14 14:44:37 main:574] : INFO : Epoch 1863 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1732.94 ms [2022-01-14 14:44:39 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1720.96 ms [2022-01-14 14:44:41 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1717.15 ms [2022-01-14 14:44:43 main:574] : INFO : Epoch 1866 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1711.32 ms [2022-01-14 14:44:44 main:574] : INFO : Epoch 1867 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1717.21 ms [2022-01-14 14:44:46 main:574] : INFO : Epoch 1868 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1711.45 ms [2022-01-14 14:44:48 main:574] : INFO : Epoch 1869 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1721.18 ms [2022-01-14 14:44:49 main:574] : INFO : Epoch 1870 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1723.81 ms [2022-01-14 14:44:51 main:574] : INFO : Epoch 1871 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1734.01 ms [2022-01-14 14:44:53 main:574] : INFO : Epoch 1872 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1715.77 ms [2022-01-14 14:44:55 main:574] : INFO : Epoch 1873 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1711.25 ms [2022-01-14 14:44:56 main:574] : INFO : Epoch 1874 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1713.79 ms [2022-01-14 14:44:58 main:574] : INFO : Epoch 1875 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1711.41 ms [2022-01-14 14:45:00 main:574] : INFO : Epoch 1876 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1708.93 ms [2022-01-14 14:45:02 main:574] : INFO : Epoch 1877 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1737.28 ms [2022-01-14 14:45:03 main:574] : INFO : Epoch 1878 | loss: 0.0312495 | val_loss: 0.0312517 | Time: 1714.83 ms [2022-01-14 14:45:05 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1713.25 ms [2022-01-14 14:45:07 main:574] : INFO : Epoch 1880 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1710.66 ms [2022-01-14 14:45:08 main:574] : INFO : Epoch 1881 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1729.69 ms [2022-01-14 14:45:10 main:574] : INFO : Epoch 1882 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1707.57 ms [2022-01-14 14:45:12 main:574] : INFO : Epoch 1883 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1726.81 ms [2022-01-14 14:45:14 main:574] : INFO : Epoch 1884 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1701.85 ms [2022-01-14 14:45:15 main:574] : INFO : Epoch 1885 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1710.67 ms [2022-01-14 14:45:17 main:574] : INFO : Epoch 1886 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1719.72 ms [2022-01-14 14:45:19 main:574] : INFO : Epoch 1887 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1722.09 ms [2022-01-14 14:45:21 main:574] : INFO : Epoch 1888 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1704.47 ms [2022-01-14 14:45:22 main:574] : INFO : Epoch 1889 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1717.09 ms [2022-01-14 14:45:24 main:574] : INFO : Epoch 1890 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 1717.71 ms [2022-01-14 14:45:26 main:574] : INFO : Epoch 1891 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1739.15 ms [2022-01-14 14:45:27 main:574] : INFO : Epoch 1892 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1715.09 ms [2022-01-14 14:45:29 main:574] : INFO : Epoch 1893 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1709.79 ms [2022-01-14 14:45:31 main:574] : INFO : Epoch 1894 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1725.53 ms [2022-01-14 14:45:33 main:574] : INFO : Epoch 1895 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1708.26 ms [2022-01-14 14:45:34 main:574] : INFO : Epoch 1896 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1723.74 ms [2022-01-14 14:45:36 main:574] : INFO : Epoch 1897 | loss: 0.0312486 | val_loss: 0.0312508 | Time: 1721.85 ms [2022-01-14 14:45:38 main:574] : INFO : Epoch 1898 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1712.98 ms [2022-01-14 14:45:40 main:574] : INFO : Epoch 1899 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1715.27 ms [2022-01-14 14:45:41 main:574] : INFO : Epoch 1900 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1706.3 ms [2022-01-14 14:45:43 main:574] : INFO : Epoch 1901 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1709.44 ms [2022-01-14 14:45:45 main:574] : INFO : Epoch 1902 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1732.69 ms [2022-01-14 14:45:46 main:574] : INFO : Epoch 1903 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1711.46 ms [2022-01-14 14:45:48 main:574] : INFO : Epoch 1904 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1725.59 ms [2022-01-14 14:45:50 main:574] : INFO : Epoch 1905 | loss: 0.0312574 | val_loss: 0.0312584 | Time: 1714.32 ms [2022-01-14 14:45:52 main:574] : INFO : Epoch 1906 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 1705.32 ms [2022-01-14 14:45:53 main:574] : INFO : Epoch 1907 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1712.67 ms [2022-01-14 14:45:55 main:574] : INFO : Epoch 1908 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1702.3 ms [2022-01-14 14:45:57 main:574] : INFO : Epoch 1909 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1721.17 ms [2022-01-14 14:45:59 main:574] : INFO : Epoch 1910 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1710.99 ms [2022-01-14 14:46:00 main:574] : INFO : Epoch 1911 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1713 ms [2022-01-14 14:46:02 main:574] : INFO : Epoch 1912 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1721.49 ms [2022-01-14 14:46:04 main:574] : INFO : Epoch 1913 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1705.7 ms [2022-01-14 14:46:05 main:574] : INFO : Epoch 1914 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1717.47 ms [2022-01-14 14:46:07 main:574] : INFO : Epoch 1915 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1714.63 ms [2022-01-14 14:46:09 main:574] : INFO : Epoch 1916 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1706.39 ms [2022-01-14 14:46:11 main:574] : INFO : Epoch 1917 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1733.08 ms [2022-01-14 14:46:12 main:574] : INFO : Epoch 1918 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1719.61 ms [2022-01-14 14:46:14 main:574] : INFO : Epoch 1919 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1717.52 ms [2022-01-14 14:46:16 main:574] : INFO : Epoch 1920 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1740.98 ms [2022-01-14 14:46:18 main:574] : INFO : Epoch 1921 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1712.58 ms [2022-01-14 14:46:19 main:574] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1704.28 ms [2022-01-14 14:46:21 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312533 | Time: 1713.3 ms [2022-01-14 14:46:23 main:574] : INFO : Epoch 1924 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1708.18 ms [2022-01-14 14:46:25 main:574] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1740.66 ms [2022-01-14 14:46:26 main:574] : INFO : Epoch 1926 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1712.82 ms [2022-01-14 14:46:28 main:574] : INFO : Epoch 1927 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1703.37 ms [2022-01-14 14:46:30 main:574] : INFO : Epoch 1928 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1711.79 ms [2022-01-14 14:46:31 main:574] : INFO : Epoch 1929 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1735.06 ms [2022-01-14 14:46:33 main:574] : INFO : Epoch 1930 | loss: 0.031249 | val_loss: 0.031249 | Time: 1708.85 ms [2022-01-14 14:46:35 main:574] : INFO : Epoch 1931 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1718.74 ms [2022-01-14 14:46:37 main:574] : INFO : Epoch 1932 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1716.83 ms [2022-01-14 14:46:38 main:574] : INFO : Epoch 1933 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1731.22 ms [2022-01-14 14:46:40 main:574] : INFO : Epoch 1934 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1701.58 ms [2022-01-14 14:46:42 main:574] : INFO : Epoch 1935 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1709.73 ms [2022-01-14 14:46:44 main:574] : INFO : Epoch 1936 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1705.31 ms [2022-01-14 14:46:45 main:574] : INFO : Epoch 1937 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1712.79 ms [2022-01-14 14:46:47 main:574] : INFO : Epoch 1938 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1716.4 ms [2022-01-14 14:46:49 main:574] : INFO : Epoch 1939 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1722.39 ms [2022-01-14 14:46:51 main:574] : INFO : Epoch 1940 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1838.22 ms [2022-01-14 14:46:52 main:574] : INFO : Epoch 1941 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1873.92 ms [2022-01-14 14:46:54 main:574] : INFO : Epoch 1942 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1770.52 ms [2022-01-14 14:46:56 main:574] : INFO : Epoch 1943 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1731.66 ms [2022-01-14 14:46:58 main:574] : INFO : Epoch 1944 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1728.23 ms [2022-01-14 14:46:59 main:574] : INFO : Epoch 1945 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 1703.08 ms [2022-01-14 14:47:01 main:574] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1714.96 ms [2022-01-14 14:47:03 main:574] : INFO : Epoch 1947 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1725.57 ms [2022-01-14 14:47:05 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312534 | Time: 1757.42 ms [2022-01-14 14:47:06 main:574] : INFO : Epoch 1949 | loss: 0.0313609 | val_loss: 0.0323322 | Time: 1706.3 ms [2022-01-14 14:47:08 main:574] : INFO : Epoch 1950 | loss: 0.0505964 | val_loss: 0.0398124 | Time: 1712.34 ms [2022-01-14 14:47:10 main:574] : INFO : Epoch 1951 | loss: 0.0366578 | val_loss: 0.0323822 | Time: 1703.21 ms [2022-01-14 14:47:12 main:574] : INFO : Epoch 1952 | loss: 0.0320169 | val_loss: 0.0315526 | Time: 1734.88 ms [2022-01-14 14:47:13 main:574] : INFO : Epoch 1953 | loss: 0.0313699 | val_loss: 0.0312831 | Time: 1710.88 ms [2022-01-14 14:47:15 main:574] : INFO : Epoch 1954 | loss: 0.0312711 | val_loss: 0.0312558 | Time: 1722.91 ms [2022-01-14 14:47:17 main:574] : INFO : Epoch 1955 | loss: 0.0312546 | val_loss: 0.0312527 | Time: 1714.87 ms [2022-01-14 14:47:18 main:574] : INFO : Epoch 1956 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 1709.5 ms [2022-01-14 14:47:20 main:574] : INFO : Epoch 1957 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 1991.5 ms [2022-01-14 14:47:22 main:574] : INFO : Epoch 1958 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1712.32 ms [2022-01-14 14:47:24 main:574] : INFO : Epoch 1959 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1706.55 ms [2022-01-14 14:47:26 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1714.52 ms [2022-01-14 14:47:27 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1740.91 ms [2022-01-14 14:47:29 main:574] : INFO : Epoch 1962 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1711.95 ms [2022-01-14 14:47:31 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1719.24 ms [2022-01-14 14:47:33 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1711.28 ms [2022-01-14 14:47:34 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1710.79 ms [2022-01-14 14:47:36 main:574] : INFO : Epoch 1966 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1723.34 ms [2022-01-14 14:47:38 main:574] : INFO : Epoch 1967 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1714.16 ms [2022-01-14 14:47:40 main:574] : INFO : Epoch 1968 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1726.94 ms [2022-01-14 14:47:41 main:574] : INFO : Epoch 1969 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1712.67 ms [2022-01-14 14:47:43 main:574] : INFO : Epoch 1970 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1719.61 ms [2022-01-14 14:47:45 main:574] : INFO : Epoch 1971 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1868.92 ms [2022-01-14 14:47:47 main:574] : INFO : Epoch 1972 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1862.2 ms [2022-01-14 14:47:49 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1773.21 ms [2022-01-14 14:47:50 main:574] : INFO : Epoch 1974 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1753.03 ms [2022-01-14 14:47:52 main:574] : INFO : Epoch 1975 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1722.26 ms [2022-01-14 14:47:54 main:574] : INFO : Epoch 1976 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1719.04 ms [2022-01-14 14:47:56 main:574] : INFO : Epoch 1977 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1737.15 ms [2022-01-14 14:47:57 main:574] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1714.87 ms [2022-01-14 14:47:59 main:574] : INFO : Epoch 1979 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1721.95 ms [2022-01-14 14:48:01 main:574] : INFO : Epoch 1980 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1704.88 ms [2022-01-14 14:48:02 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1713.4 ms [2022-01-14 14:48:04 main:574] : INFO : Epoch 1982 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1704.3 ms [2022-01-14 14:48:06 main:574] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1714.22 ms [2022-01-14 14:48:08 main:574] : INFO : Epoch 1984 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1737.03 ms [2022-01-14 14:48:09 main:574] : INFO : Epoch 1985 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1712.44 ms [2022-01-14 14:48:11 main:574] : INFO : Epoch 1986 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1709.01 ms [2022-01-14 14:48:13 main:574] : INFO : Epoch 1987 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1712.01 ms [2022-01-14 14:48:15 main:574] : INFO : Epoch 1988 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1704.66 ms [2022-01-14 14:48:16 main:574] : INFO : Epoch 1989 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1720.11 ms [2022-01-14 14:48:18 main:574] : INFO : Epoch 1990 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1705.23 ms [2022-01-14 14:48:20 main:574] : INFO : Epoch 1991 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1724.57 ms [2022-01-14 14:48:21 main:574] : INFO : Epoch 1992 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1710.87 ms [2022-01-14 14:48:23 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1706.38 ms [2022-01-14 14:48:25 main:574] : INFO : Epoch 1994 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1708.17 ms [2022-01-14 14:48:27 main:574] : INFO : Epoch 1995 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1713.03 ms [2022-01-14 14:48:28 main:574] : INFO : Epoch 1996 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1701.84 ms [2022-01-14 14:48:30 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1709.78 ms [2022-01-14 14:48:32 main:574] : INFO : Epoch 1998 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1734.43 ms [2022-01-14 14:48:33 main:574] : INFO : Epoch 1999 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1712.84 ms [2022-01-14 14:48:35 main:574] : INFO : Epoch 2000 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1711.4 ms [2022-01-14 14:48:37 main:574] : INFO : Epoch 2001 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1706.1 ms [2022-01-14 14:48:39 main:574] : INFO : Epoch 2002 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1708.64 ms [2022-01-14 14:48:40 main:574] : INFO : Epoch 2003 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1702.79 ms [2022-01-14 14:48:42 main:574] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1755.84 ms [2022-01-14 14:48:44 main:574] : INFO : Epoch 2005 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1722.21 ms [2022-01-14 14:48:46 main:574] : INFO : Epoch 2006 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1713.9 ms [2022-01-14 14:48:47 main:574] : INFO : Epoch 2007 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1721.99 ms [2022-01-14 14:48:49 main:574] : INFO : Epoch 2008 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1713.76 ms [2022-01-14 14:48:51 main:574] : INFO : Epoch 2009 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1696.66 ms [2022-01-14 14:48:52 main:574] : INFO : Epoch 2010 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1720.77 ms [2022-01-14 14:48:54 main:574] : INFO : Epoch 2011 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1738.45 ms [2022-01-14 14:48:56 main:574] : INFO : Epoch 2012 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1716.23 ms [2022-01-14 14:48:58 main:574] : INFO : Epoch 2013 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1719.35 ms [2022-01-14 14:48:59 main:574] : INFO : Epoch 2014 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1712.94 ms [2022-01-14 14:49:01 main:574] : INFO : Epoch 2015 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1733.8 ms [2022-01-14 14:49:03 main:574] : INFO : Epoch 2016 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1708 ms [2022-01-14 14:49:05 main:574] : INFO : Epoch 2017 | loss: 0.031249 | val_loss: 0.031249 | Time: 1698.97 ms [2022-01-14 14:49:06 main:574] : INFO : Epoch 2018 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1720.91 ms [2022-01-14 14:49:08 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1716.76 ms [2022-01-14 14:49:10 main:574] : INFO : Epoch 2020 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1717.3 ms [2022-01-14 14:49:12 main:574] : INFO : Epoch 2021 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1708.6 ms [2022-01-14 14:49:13 main:574] : INFO : Epoch 2022 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1797.08 ms [2022-01-14 14:49:15 main:574] : INFO : Epoch 2023 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1782.1 ms [2022-01-14 14:49:17 main:574] : INFO : Epoch 2024 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1775.92 ms [2022-01-14 14:49:19 main:574] : INFO : Epoch 2025 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1771.86 ms [2022-01-14 14:49:21 main:574] : INFO : Epoch 2026 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1795.9 ms [2022-01-14 14:49:22 main:574] : INFO : Epoch 2027 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 1760.92 ms [2022-01-14 14:49:24 main:574] : INFO : Epoch 2028 | loss: 0.031249 | val_loss: 0.031249 | Time: 1736.01 ms [2022-01-14 14:49:26 main:574] : INFO : Epoch 2029 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1723.9 ms [2022-01-14 14:49:27 main:574] : INFO : Epoch 2030 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1709.87 ms [2022-01-14 14:49:29 main:574] : INFO : Epoch 2031 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1714.14 ms [2022-01-14 14:49:31 main:574] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1721.26 ms [2022-01-14 14:49:33 main:574] : INFO : Epoch 2033 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1717.69 ms [2022-01-14 14:49:34 main:574] : INFO : Epoch 2034 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1702.08 ms [2022-01-14 14:49:36 main:574] : INFO : Epoch 2035 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1721.1 ms [2022-01-14 14:49:38 main:574] : INFO : Epoch 2036 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1709.78 ms [2022-01-14 14:49:40 main:574] : INFO : Epoch 2037 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1711.52 ms [2022-01-14 14:49:41 main:574] : INFO : Epoch 2038 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1705.03 ms [2022-01-14 14:49:43 main:574] : INFO : Epoch 2039 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1796.26 ms [2022-01-14 14:49:45 main:574] : INFO : Epoch 2040 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1759.04 ms [2022-01-14 14:49:47 main:574] : INFO : Epoch 2041 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1748.09 ms [2022-01-14 14:49:48 main:574] : INFO : Epoch 2042 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1781.73 ms [2022-01-14 14:49:50 main:574] : INFO : Epoch 2043 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1779.94 ms [2022-01-14 14:49:52 main:574] : INFO : Epoch 2044 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1779.33 ms [2022-01-14 14:49:54 main:574] : INFO : Epoch 2045 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1846.17 ms [2022-01-14 14:49:56 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1844.02 ms [2022-01-14 14:49:58 main:574] : INFO : Epoch 2047 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1789.82 ms [2022-01-14 14:49:59 main:574] : INFO : Epoch 2048 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1844.96 ms [2022-01-14 14:49:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501 [2022-01-14 14:49:59 main:603] : INFO : Saving end state to config to file [2022-01-14 14:49:59 main:608] : INFO : Success, exiting.. 14:49:59 (10788): 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)