Task 7617304
| Name | ParityModified-1631733395-21330-1_0 |
| Workunit | 5271403 |
| Created | 27 Sep 2021, 0:18:14 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 18:10:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 59 min 27 sec |
| CPU time | 59 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 021-10-04 19:55:14 main:581] : INFO : Epoch 1538 | loss: 0.0312517 | val_loss: 0.0312498 | Time: 1743.96 ms [2021-10-04 19:55:16 main:581] : INFO : Epoch 1539 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1754.72 ms [2021-10-04 19:55:17 main:581] : INFO : Epoch 1540 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 1694.62 ms [2021-10-04 19:55:19 main:581] : INFO : Epoch 1541 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1738.03 ms [2021-10-04 19:55:21 main:581] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1712.92 ms [2021-10-04 19:55:23 main:581] : INFO : Epoch 1543 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1782.55 ms [2021-10-04 19:55:24 main:581] : INFO : Epoch 1544 | loss: 0.0312516 | val_loss: 0.0312496 | Time: 1739.17 ms [2021-10-04 19:55:26 main:581] : INFO : Epoch 1545 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1766.67 ms [2021-10-04 19:55:28 main:581] : INFO : Epoch 1546 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1666.26 ms [2021-10-04 19:55:29 main:581] : INFO : Epoch 1547 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1667.15 ms [2021-10-04 19:55:31 main:581] : INFO : Epoch 1548 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1723.86 ms [2021-10-04 19:55:33 main:581] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 1706.06 ms [2021-10-04 19:55:35 main:581] : INFO : Epoch 1550 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 1728.42 ms [2021-10-04 19:55:36 main:581] : INFO : Epoch 1551 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1733.91 ms [2021-10-04 19:55:38 main:581] : INFO : Epoch 1552 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 1734.12 ms [2021-10-04 19:55:40 main:581] : INFO : Epoch 1553 | loss: 0.0312525 | val_loss: 0.0312499 | Time: 1731.79 ms [2021-10-04 19:55:42 main:581] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1732.38 ms [2021-10-04 19:55:43 main:581] : INFO : Epoch 1555 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1725.51 ms [2021-10-04 19:55:45 main:581] : INFO : Epoch 1556 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 1797.5 ms [2021-10-04 19:55:47 main:581] : INFO : Epoch 1557 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1790.15 ms [2021-10-04 19:55:49 main:581] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1715.62 ms [2021-10-04 19:55:50 main:581] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1770.72 ms [2021-10-04 19:55:52 main:581] : INFO : Epoch 1560 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1688.39 ms [2021-10-04 19:55:54 main:581] : INFO : Epoch 1561 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 1740.8 ms [2021-10-04 19:55:55 main:581] : INFO : Epoch 1562 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1662.6 ms [2021-10-04 19:55:57 main:581] : INFO : Epoch 1563 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 1676.92 ms [2021-10-04 19:55:59 main:581] : INFO : Epoch 1564 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1691.91 ms [2021-10-04 19:56:01 main:581] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1688.76 ms [2021-10-04 19:56:02 main:581] : INFO : Epoch 1566 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 1807.92 ms [2021-10-04 19:56:04 main:581] : INFO : Epoch 1567 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1727.05 ms [2021-10-04 19:56:06 main:581] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1846.53 ms [2021-10-04 19:56:08 main:581] : INFO : Epoch 1569 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1733.96 ms [2021-10-04 19:56:09 main:581] : INFO : Epoch 1570 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1720.06 ms [2021-10-04 19:56:11 main:581] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1734.97 ms [2021-10-04 19:56:13 main:581] : INFO : Epoch 1572 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1791.4 ms [2021-10-04 19:56:15 main:581] : INFO : Epoch 1573 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1800.9 ms [2021-10-04 19:56:16 main:581] : INFO : Epoch 1574 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1767.43 ms [2021-10-04 19:56:18 main:581] : INFO : Epoch 1575 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1721.4 ms [2021-10-04 19:56:20 main:581] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1755.09 ms [2021-10-04 19:56:22 main:581] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1755.92 ms [2021-10-04 19:56:23 main:581] : INFO : Epoch 1578 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1737.17 ms [2021-10-04 19:56:25 main:581] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1791.31 ms [2021-10-04 19:56:27 main:581] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1702.48 ms [2021-10-04 19:56:29 main:581] : INFO : Epoch 1581 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1650.37 ms [2021-10-04 19:56:30 main:581] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1857.03 ms [2021-10-04 19:56:32 main:581] : INFO : Epoch 1583 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1803.37 ms [2021-10-04 19:56:34 main:581] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1718.94 ms [2021-10-04 19:56:36 main:581] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1734.09 ms [2021-10-04 19:56:37 main:581] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1712.14 ms [2021-10-04 19:56:39 main:581] : INFO : Epoch 1587 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1695.23 ms [2021-10-04 19:56:41 main:581] : INFO : Epoch 1588 | loss: 0.0312501 | val_loss: 0.031255 | Time: 1759.93 ms [2021-10-04 19:56:43 main:581] : INFO : Epoch 1589 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1746.38 ms [2021-10-04 19:56:44 main:581] : INFO : Epoch 1590 | loss: 0.0312504 | val_loss: 0.0312535 | Time: 1736.42 ms [2021-10-04 19:56:46 main:581] : INFO : Epoch 1591 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1761.98 ms [2021-10-04 19:56:48 main:581] : INFO : Epoch 1592 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 1665.77 ms [2021-10-04 19:56:50 main:581] : INFO : Epoch 1593 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 1740.25 ms [2021-10-04 19:56:51 main:581] : INFO : Epoch 1594 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1787.53 ms [2021-10-04 19:56:53 main:581] : INFO : Epoch 1595 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1773.04 ms [2021-10-04 19:56:55 main:581] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 1712.4 ms [2021-10-04 19:56:57 main:581] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1717.08 ms [2021-10-04 19:56:58 main:581] : INFO : Epoch 1598 | loss: 0.0312527 | val_loss: 0.0312498 | Time: 1778.18 ms [2021-10-04 19:57:00 main:581] : INFO : Epoch 1599 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1740.39 ms [2021-10-04 19:57:02 main:581] : INFO : Epoch 1600 | loss: 0.0312508 | val_loss: 0.0312538 | Time: 1862.9 ms [2021-10-04 19:57:04 main:581] : INFO : Epoch 1601 | loss: 0.0312523 | val_loss: 0.0312508 | Time: 1853.26 ms [2021-10-04 19:57:05 main:581] : INFO : Epoch 1602 | loss: 0.031252 | val_loss: 0.03125 | Time: 1709.75 ms [2021-10-04 19:57:07 main:581] : INFO : Epoch 1603 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1756.89 ms [2021-10-04 19:57:09 main:581] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1851.6 ms [2021-10-04 19:57:11 main:581] : INFO : Epoch 1605 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1800.17 ms [2021-10-04 19:57:13 main:581] : INFO : Epoch 1606 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1782.98 ms [2021-10-04 19:57:14 main:581] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1752.18 ms [2021-10-04 19:57:16 main:581] : INFO : Epoch 1608 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1785.04 ms [2021-10-04 19:57:18 main:581] : INFO : Epoch 1609 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1702.18 ms [2021-10-04 19:57:20 main:581] : INFO : Epoch 1610 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1802.27 ms [2021-10-04 19:57:22 main:581] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1858.21 ms [2021-10-04 19:57:23 main:581] : INFO : Epoch 1612 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1763.41 ms [2021-10-04 19:57:25 main:581] : INFO : Epoch 1613 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1714 ms [2021-10-04 19:57:27 main:581] : INFO : Epoch 1614 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1788.99 ms [2021-10-04 19:57:29 main:581] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1710.66 ms [2021-10-04 19:57:30 main:581] : INFO : Epoch 1616 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1678.83 ms [2021-10-04 19:57:32 main:581] : INFO : Epoch 1617 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1753.19 ms [2021-10-04 19:57:34 main:581] : INFO : Epoch 1618 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1731.89 ms [2021-10-04 19:57:35 main:581] : INFO : Epoch 1619 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1699 ms [2021-10-04 19:57:37 main:581] : INFO : Epoch 1620 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1706.68 ms [2021-10-04 19:57:39 main:581] : INFO : Epoch 1621 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 1687.34 ms [2021-10-04 19:57:41 main:581] : INFO : Epoch 1622 | loss: 0.0312528 | val_loss: 0.0312581 | Time: 1760.4 ms [2021-10-04 19:57:42 main:581] : INFO : Epoch 1623 | loss: 0.0312529 | val_loss: 0.0312505 | Time: 1682.93 ms [2021-10-04 19:57:44 main:581] : INFO : Epoch 1624 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 1766.34 ms [2021-10-04 19:57:46 main:581] : INFO : Epoch 1625 | loss: 0.0312503 | val_loss: 0.0312552 | Time: 1625.52 ms [2021-10-04 19:57:47 main:581] : INFO : Epoch 1626 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 1832.94 ms [2021-10-04 19:57:49 main:581] : INFO : Epoch 1627 | loss: 0.0312525 | val_loss: 0.0312503 | Time: 1749.03 ms [2021-10-04 19:57:51 main:581] : INFO : Epoch 1628 | loss: 0.0312539 | val_loss: 0.0312499 | Time: 1713.06 ms [2021-10-04 19:57:53 main:581] : INFO : Epoch 1629 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 1828.25 ms [2021-10-04 19:57:54 main:581] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1712.62 ms [2021-10-04 19:57:56 main:581] : INFO : Epoch 1631 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1700.86 ms [2021-10-04 19:57:58 main:581] : INFO : Epoch 1632 | loss: 0.0312498 | val_loss: 0.0312534 | Time: 1772.93 ms [2021-10-04 19:58:00 main:581] : INFO : Epoch 1633 | loss: 0.0312526 | val_loss: 0.0312583 | Time: 1720.32 ms [2021-10-04 19:58:01 main:581] : INFO : Epoch 1634 | loss: 0.031251 | val_loss: 0.0312494 | Time: 1734.72 ms [2021-10-04 19:58:03 main:581] : INFO : Epoch 1635 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1734.04 ms [2021-10-04 19:58:05 main:581] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1629.35 ms [2021-10-04 19:58:06 main:581] : INFO : Epoch 1637 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1654.12 ms [2021-10-04 19:58:08 main:581] : INFO : Epoch 1638 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1725.54 ms [2021-10-04 19:58:10 main:581] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1702.14 ms [2021-10-04 19:58:12 main:581] : INFO : Epoch 1640 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1753.3 ms [2021-10-04 19:58:13 main:581] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1666.76 ms [2021-10-04 19:58:15 main:581] : INFO : Epoch 1642 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1731.72 ms [2021-10-04 19:58:17 main:581] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1648.86 ms [2021-10-04 19:58:18 main:581] : INFO : Epoch 1644 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 1658.65 ms [2021-10-04 19:58:20 main:581] : INFO : Epoch 1645 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 1684.07 ms [2021-10-04 19:58:22 main:581] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1748.05 ms [2021-10-04 19:58:24 main:581] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1754.86 ms [2021-10-04 19:58:25 main:581] : INFO : Epoch 1648 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1786.6 ms [2021-10-04 19:58:27 main:581] : INFO : Epoch 1649 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1726.95 ms [2021-10-04 19:58:29 main:581] : INFO : Epoch 1650 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1696.3 ms [2021-10-04 19:58:30 main:581] : INFO : Epoch 1651 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1651.85 ms [2021-10-04 19:58:32 main:581] : INFO : Epoch 1652 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1624.71 ms [2021-10-04 19:58:34 main:581] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1717.29 ms [2021-10-04 19:58:35 main:581] : INFO : Epoch 1654 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1759.53 ms [2021-10-04 19:58:37 main:581] : INFO : Epoch 1655 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1666.83 ms [2021-10-04 19:58:39 main:581] : INFO : Epoch 1656 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1710.56 ms [2021-10-04 19:58:41 main:581] : INFO : Epoch 1657 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1747.89 ms [2021-10-04 19:58:42 main:581] : INFO : Epoch 1658 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1785.79 ms [2021-10-04 19:58:44 main:581] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1765.81 ms [2021-10-04 19:58:46 main:581] : INFO : Epoch 1660 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 1695.68 ms [2021-10-04 19:58:48 main:581] : INFO : Epoch 1661 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1697.48 ms [2021-10-04 19:58:49 main:581] : INFO : Epoch 1662 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1660.26 ms [2021-10-04 19:58:51 main:581] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1753.82 ms [2021-10-04 19:58:53 main:581] : INFO : Epoch 1664 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1710.93 ms [2021-10-04 19:58:54 main:581] : INFO : Epoch 1665 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1725.42 ms [2021-10-04 19:58:56 main:581] : INFO : Epoch 1666 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1736.01 ms [2021-10-04 19:58:58 main:581] : INFO : Epoch 1667 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1699.92 ms [2021-10-04 19:59:00 main:581] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.0312553 | Time: 1679.89 ms [2021-10-04 19:59:01 main:581] : INFO : Epoch 1669 | loss: 0.0312521 | val_loss: 0.0312526 | Time: 1748.6 ms [2021-10-04 19:59:03 main:581] : INFO : Epoch 1670 | loss: 0.0312513 | val_loss: 0.0312493 | Time: 1741.01 ms [2021-10-04 19:59:05 main:581] : INFO : Epoch 1671 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1767.45 ms [2021-10-04 19:59:07 main:581] : INFO : Epoch 1672 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1736.04 ms [2021-10-04 19:59:08 main:581] : INFO : Epoch 1673 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1714.19 ms [2021-10-04 19:59:10 main:581] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1748.07 ms [2021-10-04 19:59:12 main:581] : INFO : Epoch 1675 | loss: 0.0312504 | val_loss: 0.031249 | Time: 1770.02 ms [2021-10-04 19:59:13 main:581] : INFO : Epoch 1676 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1694.82 ms [2021-10-04 19:59:15 main:581] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1656.37 ms [2021-10-04 19:59:17 main:581] : INFO : Epoch 1678 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1715.65 ms [2021-10-04 19:59:19 main:581] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312488 | Time: 1756.68 ms [2021-10-04 19:59:20 main:581] : INFO : Epoch 1680 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1786.24 ms [2021-10-04 19:59:22 main:581] : INFO : Epoch 1681 | loss: 0.0312501 | val_loss: 0.0312527 | Time: 1740.47 ms [2021-10-04 19:59:24 main:581] : INFO : Epoch 1682 | loss: 0.031251 | val_loss: 0.0312493 | Time: 1738.22 ms [2021-10-04 19:59:26 main:581] : INFO : Epoch 1683 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1722.53 ms [2021-10-04 19:59:27 main:581] : INFO : Epoch 1684 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1738.24 ms [2021-10-04 19:59:29 main:581] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1690.74 ms [2021-10-04 19:59:31 main:581] : INFO : Epoch 1686 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1667.49 ms [2021-10-04 19:59:32 main:581] : INFO : Epoch 1687 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1735.27 ms [2021-10-04 19:59:34 main:581] : INFO : Epoch 1688 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1741.02 ms [2021-10-04 19:59:36 main:581] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1676.33 ms [2021-10-04 19:59:37 main:581] : INFO : Epoch 1690 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1677.49 ms [2021-10-04 19:59:39 main:581] : INFO : Epoch 1691 | loss: 0.0312501 | val_loss: 0.031249 | Time: 1829.34 ms [2021-10-04 19:59:41 main:581] : INFO : Epoch 1692 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1716.45 ms [2021-10-04 19:59:43 main:581] : INFO : Epoch 1693 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1741.13 ms [2021-10-04 19:59:45 main:581] : INFO : Epoch 1694 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1760.02 ms [2021-10-04 19:59:46 main:581] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1707.82 ms [2021-10-04 19:59:48 main:581] : INFO : Epoch 1696 | loss: 0.031251 | val_loss: 0.0312489 | Time: 1741.94 ms [2021-10-04 19:59:50 main:581] : INFO : Epoch 1697 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1672.74 ms [2021-10-04 19:59:51 main:581] : INFO : Epoch 1698 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1769.45 ms [2021-10-04 19:59:53 main:581] : INFO : Epoch 1699 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1762.61 ms [2021-10-04 19:59:55 main:581] : INFO : Epoch 1700 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1675.94 ms [2021-10-04 19:59:57 main:581] : INFO : Epoch 1701 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1793.64 ms [2021-10-04 19:59:58 main:581] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1780.87 ms [2021-10-04 20:00:00 main:581] : INFO : Epoch 1703 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 1742.89 ms [2021-10-04 20:00:02 main:581] : INFO : Epoch 1704 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 1762.49 ms [2021-10-04 20:00:04 main:581] : INFO : Epoch 1705 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1750.37 ms [2021-10-04 20:00:05 main:581] : INFO : Epoch 1706 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1786.45 ms [2021-10-04 20:00:07 main:581] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1769.55 ms [2021-10-04 20:00:09 main:581] : INFO : Epoch 1708 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1668.68 ms [2021-10-04 20:00:11 main:581] : INFO : Epoch 1709 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1772.41 ms [2021-10-04 20:00:12 main:581] : INFO : Epoch 1710 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1741.5 ms [2021-10-04 20:00:14 main:581] : INFO : Epoch 1711 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1750.5 ms [2021-10-04 20:00:16 main:581] : INFO : Epoch 1712 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1784.42 ms [2021-10-04 20:00:18 main:581] : INFO : Epoch 1713 | loss: 0.0312518 | val_loss: 0.0312529 | Time: 1724.15 ms [2021-10-04 20:00:19 main:581] : INFO : Epoch 1714 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1795.98 ms [2021-10-04 20:00:21 main:581] : INFO : Epoch 1715 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1777.82 ms [2021-10-04 20:00:23 main:581] : INFO : Epoch 1716 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1637.31 ms [2021-10-04 20:00:25 main:581] : INFO : Epoch 1717 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1730.1 ms [2021-10-04 20:00:26 main:581] : INFO : Epoch 1718 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1688.56 ms [2021-10-04 20:00:28 main:581] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1739.03 ms [2021-10-04 20:00:30 main:581] : INFO : Epoch 1720 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 1700.53 ms [2021-10-04 20:00:31 main:581] : INFO : Epoch 1721 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1708.72 ms [2021-10-04 20:00:33 main:581] : INFO : Epoch 1722 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1739.06 ms [2021-10-04 20:00:35 main:581] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1739.88 ms [2021-10-04 20:00:37 main:581] : INFO : Epoch 1724 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1755.14 ms [2021-10-04 20:00:38 main:581] : INFO : Epoch 1725 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1753.32 ms [2021-10-04 20:00:40 main:581] : INFO : Epoch 1726 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1691.66 ms [2021-10-04 20:00:42 main:581] : INFO : Epoch 1727 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1727.55 ms [2021-10-04 20:00:44 main:581] : INFO : Epoch 1728 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1816.46 ms [2021-10-04 20:00:45 main:581] : INFO : Epoch 1729 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1714.36 ms [2021-10-04 20:00:47 main:581] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1724.66 ms [2021-10-04 20:00:49 main:581] : INFO : Epoch 1731 | loss: 0.0312516 | val_loss: 0.031251 | Time: 1762.59 ms [2021-10-04 20:00:51 main:581] : INFO : Epoch 1732 | loss: 0.0312521 | val_loss: 0.0312498 | Time: 1740.96 ms [2021-10-04 20:00:52 main:581] : INFO : Epoch 1733 | loss: 0.031251 | val_loss: 0.0312491 | Time: 1740.61 ms [2021-10-04 20:00:54 main:581] : INFO : Epoch 1734 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1733.71 ms [2021-10-04 20:00:56 main:581] : INFO : Epoch 1735 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1719.52 ms [2021-10-04 20:00:58 main:581] : INFO : Epoch 1736 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1711.72 ms [2021-10-04 20:00:59 main:581] : INFO : Epoch 1737 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1708.5 ms [2021-10-04 20:01:01 main:581] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1712.46 ms [2021-10-04 20:01:03 main:581] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312489 | Time: 1797.29 ms [2021-10-04 20:01:05 main:581] : INFO : Epoch 1740 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1816.28 ms [2021-10-04 20:01:06 main:581] : INFO : Epoch 1741 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1750.41 ms [2021-10-04 20:01:08 main:581] : INFO : Epoch 1742 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1710.79 ms [2021-10-04 20:01:10 main:581] : INFO : Epoch 1743 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1721.3 ms [2021-10-04 20:01:11 main:581] : INFO : Epoch 1744 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1673.03 ms [2021-10-04 20:01:13 main:581] : INFO : Epoch 1745 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1767.63 ms [2021-10-04 20:01:15 main:581] : INFO : Epoch 1746 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1796.06 ms [2021-10-04 20:01:17 main:581] : INFO : Epoch 1747 | loss: 0.03125 | val_loss: 0.031249 | Time: 1734.15 ms [2021-10-04 20:01:18 main:581] : INFO : Epoch 1748 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1649.17 ms [2021-10-04 20:01:20 main:581] : INFO : Epoch 1749 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1712.89 ms [2021-10-04 20:01:22 main:581] : INFO : Epoch 1750 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1729.77 ms [2021-10-04 20:01:24 main:581] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1756.83 ms [2021-10-04 20:01:25 main:581] : INFO : Epoch 1752 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1734.36 ms [2021-10-04 20:01:27 main:581] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1764.1 ms [2021-10-04 20:01:29 main:581] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1812.82 ms [2021-10-04 20:01:31 main:581] : INFO : Epoch 1755 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1783.82 ms [2021-10-04 20:01:32 main:581] : INFO : Epoch 1756 | loss: 0.031249 | val_loss: 0.031251 | Time: 1743.86 ms [2021-10-04 20:01:34 main:581] : INFO : Epoch 1757 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1756.52 ms [2021-10-04 20:01:36 main:581] : INFO : Epoch 1758 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1753.56 ms [2021-10-04 20:01:38 main:581] : INFO : Epoch 1759 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1747.45 ms [2021-10-04 20:01:39 main:581] : INFO : Epoch 1760 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1696.44 ms [2021-10-04 20:01:41 main:581] : INFO : Epoch 1761 | loss: 0.0312501 | val_loss: 0.031249 | Time: 1723.85 ms [2021-10-04 20:01:43 main:581] : INFO : Epoch 1762 | loss: 0.031249 | val_loss: 0.031249 | Time: 1735.71 ms [2021-10-04 20:01:45 main:581] : INFO : Epoch 1763 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1687.49 ms [2021-10-04 20:01:46 main:581] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1669.46 ms [2021-10-04 20:01:48 main:581] : INFO : Epoch 1765 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 1799.08 ms [2021-10-04 20:01:50 main:581] : INFO : Epoch 1766 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1742.58 ms [2021-10-04 20:01:52 main:581] : INFO : Epoch 1767 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1813.84 ms [2021-10-04 20:01:53 main:581] : INFO : Epoch 1768 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1723.13 ms [2021-10-04 20:01:55 main:581] : INFO : Epoch 1769 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1843.61 ms [2021-10-04 20:01:57 main:581] : INFO : Epoch 1770 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1802.13 ms [2021-10-04 20:01:59 main:581] : INFO : Epoch 1771 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1808.03 ms [2021-10-04 20:02:00 main:581] : INFO : Epoch 1772 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1714.14 ms [2021-10-04 20:02:02 main:581] : INFO : Epoch 1773 | loss: 0.0312516 | val_loss: 0.0312489 | Time: 1702.88 ms [2021-10-04 20:02:04 main:581] : INFO : Epoch 1774 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1692.62 ms [2021-10-04 20:02:06 main:581] : INFO : Epoch 1775 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 1827.19 ms [2021-10-04 20:02:07 main:581] : INFO : Epoch 1776 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1726.34 ms [2021-10-04 20:02:09 main:581] : INFO : Epoch 1777 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1802.62 ms [2021-10-04 20:02:11 main:581] : INFO : Epoch 1778 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1713.17 ms [2021-10-04 20:02:13 main:581] : INFO : Epoch 1779 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1760.1 ms [2021-10-04 20:02:14 main:581] : INFO : Epoch 1780 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1680.17 ms [2021-10-04 20:02:16 main:581] : INFO : Epoch 1781 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1711.37 ms [2021-10-04 20:02:18 main:581] : INFO : Epoch 1782 | loss: 0.0312495 | val_loss: 0.0312528 | Time: 1714.92 ms [2021-10-04 20:02:20 main:581] : INFO : Epoch 1783 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 1738.76 ms [2021-10-04 20:02:21 main:581] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1714.59 ms [2021-10-04 20:02:23 main:581] : INFO : Epoch 1785 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1695.83 ms [2021-10-04 20:02:25 main:581] : INFO : Epoch 1786 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1737.02 ms [2021-10-04 20:02:26 main:581] : INFO : Epoch 1787 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1730.51 ms [2021-10-04 20:02:28 main:581] : INFO : Epoch 1788 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1767.71 ms [2021-10-04 20:02:30 main:581] : INFO : Epoch 1789 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1761.55 ms [2021-10-04 20:02:32 main:581] : INFO : Epoch 1790 | loss: 0.0312487 | val_loss: 0.0312564 | Time: 1653.87 ms [2021-10-04 20:02:33 main:581] : INFO : Epoch 1791 | loss: 0.0312514 | val_loss: 0.0312492 | Time: 1671.16 ms [2021-10-04 20:02:35 main:581] : INFO : Epoch 1792 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1771.71 ms [2021-10-04 20:02:37 main:581] : INFO : Epoch 1793 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1802.03 ms [2021-10-04 20:02:39 main:581] : INFO : Epoch 1794 | loss: 0.0312489 | val_loss: 0.0312531 | Time: 1767.2 ms [2021-10-04 20:02:40 main:581] : INFO : Epoch 1795 | loss: 0.0312503 | val_loss: 0.031249 | Time: 1639.9 ms [2021-10-04 20:02:42 main:581] : INFO : Epoch 1796 | loss: 0.0312511 | val_loss: 0.0312494 | Time: 1830.35 ms [2021-10-04 20:02:44 main:581] : INFO : Epoch 1797 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1775.21 ms [2021-10-04 20:02:46 main:581] : INFO : Epoch 1798 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1679.69 ms [2021-10-04 20:02:47 main:581] : INFO : Epoch 1799 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1767.8 ms [2021-10-04 20:02:49 main:581] : INFO : Epoch 1800 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1764.43 ms [2021-10-04 20:02:51 main:581] : INFO : Epoch 1801 | loss: 0.0312495 | val_loss: 0.0312529 | Time: 1670.33 ms [2021-10-04 20:02:52 main:581] : INFO : Epoch 1802 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1632.46 ms [2021-10-04 20:02:54 main:581] : INFO : Epoch 1803 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1695.58 ms [2021-10-04 20:02:56 main:581] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1641.3 ms [2021-10-04 20:02:57 main:581] : INFO : Epoch 1805 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1784.18 ms [2021-10-04 20:02:59 main:581] : INFO : Epoch 1806 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1688.79 ms [2021-10-04 20:03:01 main:581] : INFO : Epoch 1807 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1696.65 ms [2021-10-04 20:03:03 main:581] : INFO : Epoch 1808 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1802.78 ms [2021-10-04 20:03:04 main:581] : INFO : Epoch 1809 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1715.97 ms [2021-10-04 20:03:06 main:581] : INFO : Epoch 1810 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1722.41 ms [2021-10-04 20:03:08 main:581] : INFO : Epoch 1811 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1720.78 ms [2021-10-04 20:03:10 main:581] : INFO : Epoch 1812 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1753.94 ms [2021-10-04 20:03:11 main:581] : INFO : Epoch 1813 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1734.61 ms [2021-10-04 20:03:13 main:581] : INFO : Epoch 1814 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1729.65 ms [2021-10-04 20:03:15 main:581] : INFO : Epoch 1815 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1667.63 ms [2021-10-04 20:03:17 main:581] : INFO : Epoch 1816 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1808.67 ms [2021-10-04 20:03:18 main:581] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1697.92 ms [2021-10-04 20:03:20 main:581] : INFO : Epoch 1818 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1696.71 ms [2021-10-04 20:03:22 main:581] : INFO : Epoch 1819 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1686.13 ms [2021-10-04 20:03:23 main:581] : INFO : Epoch 1820 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1780.27 ms [2021-10-04 20:03:25 main:581] : INFO : Epoch 1821 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1727.48 ms [2021-10-04 20:03:27 main:581] : INFO : Epoch 1822 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 1691.23 ms [2021-10-04 20:03:29 main:581] : INFO : Epoch 1823 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1793.77 ms [2021-10-04 20:03:30 main:581] : INFO : Epoch 1824 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1691.24 ms [2021-10-04 20:03:32 main:581] : INFO : Epoch 1825 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1751.23 ms [2021-10-04 20:03:34 main:581] : INFO : Epoch 1826 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1804 ms [2021-10-04 20:03:36 main:581] : INFO : Epoch 1827 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 1686.63 ms [2021-10-04 20:03:37 main:581] : INFO : Epoch 1828 | loss: 0.0312494 | val_loss: 0.0312531 | Time: 1749.12 ms [2021-10-04 20:03:39 main:581] : INFO : Epoch 1829 | loss: 0.0312511 | val_loss: 0.0312486 | Time: 1743.19 ms [2021-10-04 20:03:41 main:581] : INFO : Epoch 1830 | loss: 0.031251 | val_loss: 0.031253 | Time: 1654.8 ms [2021-10-04 20:03:43 main:581] : INFO : Epoch 1831 | loss: 0.0312995 | val_loss: 0.0313699 | Time: 1824.45 ms [2021-10-04 20:03:44 main:581] : INFO : Epoch 1832 | loss: 0.0318134 | val_loss: 0.031899 | Time: 1720.91 ms [2021-10-04 20:03:46 main:581] : INFO : Epoch 1833 | loss: 0.0317953 | val_loss: 0.0313219 | Time: 1706.79 ms [2021-10-04 20:03:48 main:581] : INFO : Epoch 1834 | loss: 0.0312962 | val_loss: 0.0312617 | Time: 1727.82 ms [2021-10-04 20:03:49 main:581] : INFO : Epoch 1835 | loss: 0.0312589 | val_loss: 0.0312544 | Time: 1733.49 ms [2021-10-04 20:03:51 main:581] : INFO : Epoch 1836 | loss: 0.0312535 | val_loss: 0.0312513 | Time: 1687.91 ms [2021-10-04 20:03:53 main:581] : INFO : Epoch 1837 | loss: 0.0312519 | val_loss: 0.0312502 | Time: 1782.16 ms [2021-10-04 20:03:55 main:581] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1724.41 ms [2021-10-04 20:03:56 main:581] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1723.42 ms [2021-10-04 20:03:58 main:581] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1840.79 ms [2021-10-04 20:04:00 main:581] : INFO : Epoch 1841 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1727.87 ms [2021-10-04 20:04:02 main:581] : INFO : Epoch 1842 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1790.56 ms [2021-10-04 20:04:03 main:581] : INFO : Epoch 1843 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 1713.05 ms [2021-10-04 20:04:05 main:581] : INFO : Epoch 1844 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1756.8 ms [2021-10-04 20:04:07 main:581] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1778.54 ms [2021-10-04 20:04:09 main:581] : INFO : Epoch 1846 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1767.74 ms [2021-10-04 20:04:10 main:581] : INFO : Epoch 1847 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1667.8 ms [2021-10-04 20:04:12 main:581] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1707.36 ms [2021-10-04 20:04:14 main:581] : INFO : Epoch 1849 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1689.36 ms [2021-10-04 20:04:16 main:581] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1728.98 ms [2021-10-04 20:04:17 main:581] : INFO : Epoch 1851 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1698.41 ms [2021-10-04 20:04:19 main:581] : INFO : Epoch 1852 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1730.43 ms [2021-10-04 20:04:21 main:581] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1758.76 ms [2021-10-04 20:04:22 main:581] : INFO : Epoch 1854 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1752.5 ms [2021-10-04 20:04:24 main:581] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1733.09 ms [2021-10-04 20:04:26 main:581] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1747.41 ms [2021-10-04 20:04:28 main:581] : INFO : Epoch 1857 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1800.4 ms [2021-10-04 20:04:29 main:581] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1731.56 ms [2021-10-04 20:04:31 main:581] : INFO : Epoch 1859 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1688.4 ms [2021-10-04 20:04:33 main:581] : INFO : Epoch 1860 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1763.63 ms [2021-10-04 20:04:35 main:581] : INFO : Epoch 1861 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1697.79 ms [2021-10-04 20:04:36 main:581] : INFO : Epoch 1862 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1755.42 ms [2021-10-04 20:04:38 main:581] : INFO : Epoch 1863 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1731.03 ms [2021-10-04 20:04:40 main:581] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1722.21 ms [2021-10-04 20:04:42 main:581] : INFO : Epoch 1865 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1825.25 ms [2021-10-04 20:04:43 main:581] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1754.27 ms [2021-10-04 20:04:45 main:581] : INFO : Epoch 1867 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1785.8 ms [2021-10-04 20:04:47 main:581] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 1666.53 ms [2021-10-04 20:04:49 main:581] : INFO : Epoch 1869 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1849.49 ms [2021-10-04 20:04:50 main:581] : INFO : Epoch 1870 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1749.76 ms [2021-10-04 20:04:52 main:581] : INFO : Epoch 1871 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1785.9 ms [2021-10-04 20:04:54 main:581] : INFO : Epoch 1872 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1726.25 ms [2021-10-04 20:04:56 main:581] : INFO : Epoch 1873 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1720.23 ms [2021-10-04 20:04:57 main:581] : INFO : Epoch 1874 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1745.25 ms [2021-10-04 20:04:59 main:581] : INFO : Epoch 1875 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1774.27 ms [2021-10-04 20:05:01 main:581] : INFO : Epoch 1876 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1737.84 ms [2021-10-04 20:05:03 main:581] : INFO : Epoch 1877 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1709.79 ms [2021-10-04 20:05:04 main:581] : INFO : Epoch 1878 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1697.82 ms [2021-10-04 20:05:06 main:581] : INFO : Epoch 1879 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1748.76 ms [2021-10-04 20:05:08 main:581] : INFO : Epoch 1880 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1742.32 ms [2021-10-04 20:05:10 main:581] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1758.42 ms [2021-10-04 20:05:11 main:581] : INFO : Epoch 1882 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1816.83 ms [2021-10-04 20:05:13 main:581] : INFO : Epoch 1883 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1766.81 ms [2021-10-04 20:05:15 main:581] : INFO : Epoch 1884 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1804.95 ms [2021-10-04 20:05:17 main:581] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1798.22 ms [2021-10-04 20:05:19 main:581] : INFO : Epoch 1886 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1780.17 ms [2021-10-04 20:05:20 main:581] : INFO : Epoch 1887 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1765.41 ms [2021-10-04 20:05:22 main:581] : INFO : Epoch 1888 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1728.22 ms [2021-10-04 20:05:24 main:581] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1686.62 ms [2021-10-04 20:05:26 main:581] : INFO : Epoch 1890 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1742.08 ms [2021-10-04 20:05:27 main:581] : INFO : Epoch 1891 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1786.92 ms [2021-10-04 20:05:29 main:581] : INFO : Epoch 1892 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1717.09 ms [2021-10-04 20:05:31 main:581] : INFO : Epoch 1893 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1794.81 ms [2021-10-04 20:05:33 main:581] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1733.52 ms [2021-10-04 20:05:34 main:581] : INFO : Epoch 1895 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1834.82 ms [2021-10-04 20:05:36 main:581] : INFO : Epoch 1896 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1754.48 ms [2021-10-04 20:05:38 main:581] : INFO : Epoch 1897 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1733.56 ms [2021-10-04 20:05:40 main:581] : INFO : Epoch 1898 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1751.15 ms [2021-10-04 20:05:41 main:581] : INFO : Epoch 1899 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1728.44 ms [2021-10-04 20:05:43 main:581] : INFO : Epoch 1900 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1688.72 ms [2021-10-04 20:05:45 main:581] : INFO : Epoch 1901 | loss: 0.0312509 | val_loss: 0.0312493 | Time: 1737.38 ms [2021-10-04 20:05:47 main:581] : INFO : Epoch 1902 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1748.51 ms [2021-10-04 20:05:48 main:581] : INFO : Epoch 1903 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1737.53 ms [2021-10-04 20:05:50 main:581] : INFO : Epoch 1904 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1782.06 ms [2021-10-04 20:05:52 main:581] : INFO : Epoch 1905 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1719.62 ms [2021-10-04 20:05:54 main:581] : INFO : Epoch 1906 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1771.87 ms [2021-10-04 20:05:55 main:581] : INFO : Epoch 1907 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1737.38 ms [2021-10-04 20:05:57 main:581] : INFO : Epoch 1908 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1735.09 ms [2021-10-04 20:05:59 main:581] : INFO : Epoch 1909 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1722.59 ms [2021-10-04 20:06:00 main:581] : INFO : Epoch 1910 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1681.05 ms [2021-10-04 20:06:02 main:581] : INFO : Epoch 1911 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1787.35 ms [2021-10-04 20:06:04 main:581] : INFO : Epoch 1912 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1762.12 ms [2021-10-04 20:06:06 main:581] : INFO : Epoch 1913 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1700.44 ms [2021-10-04 20:06:07 main:581] : INFO : Epoch 1914 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1791.9 ms [2021-10-04 20:06:09 main:581] : INFO : Epoch 1915 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1733.69 ms [2021-10-04 20:06:11 main:581] : INFO : Epoch 1916 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1726.17 ms [2021-10-04 20:06:13 main:581] : INFO : Epoch 1917 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1745.01 ms [2021-10-04 20:06:14 main:581] : INFO : Epoch 1918 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1731.27 ms [2021-10-04 20:06:16 main:581] : INFO : Epoch 1919 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1712.61 ms [2021-10-04 20:06:18 main:581] : INFO : Epoch 1920 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1776.54 ms [2021-10-04 20:06:20 main:581] : INFO : Epoch 1921 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1761.36 ms [2021-10-04 20:06:21 main:581] : INFO : Epoch 1922 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1815.58 ms [2021-10-04 20:06:23 main:581] : INFO : Epoch 1923 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1836.24 ms [2021-10-04 20:06:25 main:581] : INFO : Epoch 1924 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1776.65 ms [2021-10-04 20:06:27 main:581] : INFO : Epoch 1925 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1739.68 ms [2021-10-04 20:06:29 main:581] : INFO : Epoch 1926 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1740.01 ms [2021-10-04 20:06:30 main:581] : INFO : Epoch 1927 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1792.68 ms [2021-10-04 20:06:32 main:581] : INFO : Epoch 1928 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1723.84 ms [2021-10-04 20:06:34 main:581] : INFO : Epoch 1929 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1742.48 ms [2021-10-04 20:06:35 main:581] : INFO : Epoch 1930 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1666.94 ms [2021-10-04 20:06:37 main:581] : INFO : Epoch 1931 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1639.99 ms [2021-10-04 20:06:39 main:581] : INFO : Epoch 1932 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1758.36 ms [2021-10-04 20:06:41 main:581] : INFO : Epoch 1933 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 1718.94 ms [2021-10-04 20:06:42 main:581] : INFO : Epoch 1934 | loss: 0.0312507 | val_loss: 0.031249 | Time: 1762.56 ms [2021-10-04 20:06:44 main:581] : INFO : Epoch 1935 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1689.33 ms [2021-10-04 20:06:46 main:581] : INFO : Epoch 1936 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1646.94 ms [2021-10-04 20:06:47 main:581] : INFO : Epoch 1937 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1727.3 ms [2021-10-04 20:06:49 main:581] : INFO : Epoch 1938 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1681.57 ms [2021-10-04 20:06:51 main:581] : INFO : Epoch 1939 | loss: 0.0312504 | val_loss: 0.0312535 | Time: 1720.48 ms [2021-10-04 20:06:53 main:581] : INFO : Epoch 1940 | loss: 0.0312511 | val_loss: 0.0312547 | Time: 1703.05 ms [2021-10-04 20:06:54 main:581] : INFO : Epoch 1941 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 1724.35 ms [2021-10-04 20:06:56 main:581] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1742.31 ms [2021-10-04 20:06:58 main:581] : INFO : Epoch 1943 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1709.09 ms [2021-10-04 20:06:59 main:581] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1772.92 ms [2021-10-04 20:07:01 main:581] : INFO : Epoch 1945 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1719.1 ms [2021-10-04 20:07:03 main:581] : INFO : Epoch 1946 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1748.38 ms [2021-10-04 20:07:05 main:581] : INFO : Epoch 1947 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1749.16 ms [2021-10-04 20:07:06 main:581] : INFO : Epoch 1948 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1684.78 ms [2021-10-04 20:07:08 main:581] : INFO : Epoch 1949 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1683.66 ms [2021-10-04 20:07:10 main:581] : INFO : Epoch 1950 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1752.94 ms [2021-10-04 20:07:12 main:581] : INFO : Epoch 1951 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1749.66 ms [2021-10-04 20:07:13 main:581] : INFO : Epoch 1952 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1725.06 ms [2021-10-04 20:07:15 main:581] : INFO : Epoch 1953 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1733.9 ms [2021-10-04 20:07:17 main:581] : INFO : Epoch 1954 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1713.35 ms [2021-10-04 20:07:18 main:581] : INFO : Epoch 1955 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1699.93 ms [2021-10-04 20:07:20 main:581] : INFO : Epoch 1956 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1733.01 ms [2021-10-04 20:07:22 main:581] : INFO : Epoch 1957 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1708.24 ms [2021-10-04 20:07:24 main:581] : INFO : Epoch 1958 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1684.53 ms [2021-10-04 20:07:25 main:581] : INFO : Epoch 1959 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1685.59 ms [2021-10-04 20:07:27 main:581] : INFO : Epoch 1960 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1752.39 ms [2021-10-04 20:07:29 main:581] : INFO : Epoch 1961 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1781.72 ms [2021-10-04 20:07:31 main:581] : INFO : Epoch 1962 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1725.67 ms [2021-10-04 20:07:32 main:581] : INFO : Epoch 1963 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1686.7 ms [2021-10-04 20:07:34 main:581] : INFO : Epoch 1964 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1707.32 ms [2021-10-04 20:07:36 main:581] : INFO : Epoch 1965 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1675.09 ms [2021-10-04 20:07:37 main:581] : INFO : Epoch 1966 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1755.26 ms [2021-10-04 20:07:39 main:581] : INFO : Epoch 1967 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1660.66 ms [2021-10-04 20:07:41 main:581] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 1747.58 ms [2021-10-04 20:07:42 main:581] : INFO : Epoch 1969 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1710.58 ms [2021-10-04 20:07:44 main:581] : INFO : Epoch 1970 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1661.45 ms [2021-10-04 20:07:46 main:581] : INFO : Epoch 1971 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1702.23 ms [2021-10-04 20:07:48 main:581] : INFO : Epoch 1972 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1709.67 ms [2021-10-04 20:07:49 main:581] : INFO : Epoch 1973 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1740.39 ms [2021-10-04 20:07:51 main:581] : INFO : Epoch 1974 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1735.99 ms [2021-10-04 20:07:53 main:581] : INFO : Epoch 1975 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1740.69 ms [2021-10-04 20:07:54 main:581] : INFO : Epoch 1976 | loss: 0.0312488 | val_loss: 0.031251 | Time: 1706.11 ms [2021-10-04 20:07:56 main:581] : INFO : Epoch 1977 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1794.44 ms [2021-10-04 20:07:58 main:581] : INFO : Epoch 1978 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1774.34 ms [2021-10-04 20:08:00 main:581] : INFO : Epoch 1979 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1666.31 ms [2021-10-04 20:08:01 main:581] : INFO : Epoch 1980 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1769.72 ms [2021-10-04 20:08:03 main:581] : INFO : Epoch 1981 | loss: 0.0312507 | val_loss: 0.0312486 | Time: 1660.83 ms [2021-10-04 20:08:05 main:581] : INFO : Epoch 1982 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1709.85 ms [2021-10-04 20:08:07 main:581] : INFO : Epoch 1983 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1713.48 ms [2021-10-04 20:08:08 main:581] : INFO : Epoch 1984 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1788.92 ms [2021-10-04 20:08:10 main:581] : INFO : Epoch 1985 | loss: 0.0312505 | val_loss: 0.0312537 | Time: 1745.43 ms [2021-10-04 20:08:12 main:581] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312488 | Time: 1723.06 ms [2021-10-04 20:08:14 main:581] : INFO : Epoch 1987 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1726.14 ms [2021-10-04 20:08:15 main:581] : INFO : Epoch 1988 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1753.11 ms [2021-10-04 20:08:17 main:581] : INFO : Epoch 1989 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1686.75 ms [2021-10-04 20:08:19 main:581] : INFO : Epoch 1990 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1708.48 ms [2021-10-04 20:08:20 main:581] : INFO : Epoch 1991 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1730.63 ms [2021-10-04 20:08:22 main:581] : INFO : Epoch 1992 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1701.66 ms [2021-10-04 20:08:24 main:581] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1799.77 ms [2021-10-04 20:08:26 main:581] : INFO : Epoch 1994 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1716.89 ms [2021-10-04 20:08:27 main:581] : INFO : Epoch 1995 | loss: 0.0312496 | val_loss: 0.0312483 | Time: 1750.97 ms [2021-10-04 20:08:29 main:581] : INFO : Epoch 1996 | loss: 0.0312487 | val_loss: 0.0312554 | Time: 1700.1 ms [2021-10-04 20:08:31 main:581] : INFO : Epoch 1997 | loss: 0.0312509 | val_loss: 0.031249 | Time: 1729.47 ms [2021-10-04 20:08:33 main:581] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312483 | Time: 1716.93 ms [2021-10-04 20:08:34 main:581] : INFO : Epoch 1999 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1758.93 ms [2021-10-04 20:08:36 main:581] : INFO : Epoch 2000 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1713.43 ms [2021-10-04 20:08:38 main:581] : INFO : Epoch 2001 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1742.64 ms [2021-10-04 20:08:39 main:581] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1687.82 ms [2021-10-04 20:08:41 main:581] : INFO : Epoch 2003 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 1716.29 ms [2021-10-04 20:08:43 main:581] : INFO : Epoch 2004 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1742.77 ms [2021-10-04 20:08:45 main:581] : INFO : Epoch 2005 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1786.55 ms [2021-10-04 20:08:46 main:581] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.0312484 | Time: 1685.85 ms [2021-10-04 20:08:48 main:581] : INFO : Epoch 2007 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1668.37 ms [2021-10-04 20:08:50 main:581] : INFO : Epoch 2008 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1754.59 ms [2021-10-04 20:08:52 main:581] : INFO : Epoch 2009 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1695.47 ms [2021-10-04 20:08:53 main:581] : INFO : Epoch 2010 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1742.09 ms [2021-10-04 20:08:55 main:581] : INFO : Epoch 2011 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1744.6 ms [2021-10-04 20:08:57 main:581] : INFO : Epoch 2012 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1701.74 ms [2021-10-04 20:08:59 main:581] : INFO : Epoch 2013 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1842.01 ms [2021-10-04 20:09:00 main:581] : INFO : Epoch 2014 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1747.39 ms [2021-10-04 20:09:02 main:581] : INFO : Epoch 2015 | loss: 0.031251 | val_loss: 0.0312495 | Time: 1817.2 ms [2021-10-04 20:09:04 main:581] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1800.94 ms [2021-10-04 20:09:06 main:581] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1768.84 ms [2021-10-04 20:09:07 main:581] : INFO : Epoch 2018 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1766.35 ms [2021-10-04 20:09:09 main:581] : INFO : Epoch 2019 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1700.04 ms [2021-10-04 20:09:11 main:581] : INFO : Epoch 2020 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1766.86 ms [2021-10-04 20:09:13 main:581] : INFO : Epoch 2021 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1739.87 ms [2021-10-04 20:09:14 main:581] : INFO : Epoch 2022 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1764.48 ms [2021-10-04 20:09:16 main:581] : INFO : Epoch 2023 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1701.5 ms [2021-10-04 20:09:18 main:581] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 1733.66 ms [2021-10-04 20:09:20 main:581] : INFO : Epoch 2025 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1700.84 ms [2021-10-04 20:09:21 main:581] : INFO : Epoch 2026 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1765.18 ms [2021-10-04 20:09:23 main:581] : INFO : Epoch 2027 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1699.03 ms [2021-10-04 20:09:25 main:581] : INFO : Epoch 2028 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1741.12 ms [2021-10-04 20:09:27 main:581] : INFO : Epoch 2029 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1763.52 ms [2021-10-04 20:09:28 main:581] : INFO : Epoch 2030 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1727.43 ms [2021-10-04 20:09:30 main:581] : INFO : Epoch 2031 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1805.36 ms [2021-10-04 20:09:32 main:581] : INFO : Epoch 2032 | loss: 0.0312502 | val_loss: 0.0312536 | Time: 1853.13 ms [2021-10-04 20:09:34 main:581] : INFO : Epoch 2033 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1723.61 ms [2021-10-04 20:09:35 main:581] : INFO : Epoch 2034 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1732.27 ms [2021-10-04 20:09:37 main:581] : INFO : Epoch 2035 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1685.71 ms [2021-10-04 20:09:39 main:581] : INFO : Epoch 2036 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1783.18 ms [2021-10-04 20:09:41 main:581] : INFO : Epoch 2037 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1732.54 ms [2021-10-04 20:09:42 main:581] : INFO : Epoch 2038 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1737.15 ms [2021-10-04 20:09:44 main:581] : INFO : Epoch 2039 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1692.71 ms [2021-10-04 20:09:46 main:581] : INFO : Epoch 2040 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1772.38 ms [2021-10-04 20:09:47 main:581] : INFO : Epoch 2041 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1720.36 ms [2021-10-04 20:09:49 main:581] : INFO : Epoch 2042 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1725.39 ms [2021-10-04 20:09:51 main:581] : INFO : Epoch 2043 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1715.59 ms [2021-10-04 20:09:53 main:581] : INFO : Epoch 2044 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1732.97 ms [2021-10-04 20:09:54 main:581] : INFO : Epoch 2045 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1712.79 ms [2021-10-04 20:09:56 main:581] : INFO : Epoch 2046 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1724.49 ms [2021-10-04 20:09:58 main:581] : INFO : Epoch 2047 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1665.92 ms [2021-10-04 20:10:00 main:581] : INFO : Epoch 2048 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1736.48 ms [2021-10-04 20:10:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312483 [2021-10-04 20:10:00 main:610] : INFO : Saving end state to config to file [2021-10-04 20:10:00 main:615] : INFO : Success, exiting.. 20:10:00 (25428): 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)