Task 4198214
| Name | ParityMachine-1612732098-32704-2_0 |
| Workunit | 2292628 |
| Created | 28 Feb 2021, 0:00:31 UTC |
| Sent | 9 Mar 2021, 12:05:03 UTC |
| Report deadline | 16 Mar 2021, 12:05:03 UTC |
| Received | 9 Mar 2021, 15:01:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 47 sec |
| CPU time | 59 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -09 14:50:20 main:574] : INFO : Epoch 1542 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1867.55 ms [2021-03-09 14:50:22 main:574] : INFO : Epoch 1543 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1730 ms [2021-03-09 14:50:24 main:574] : INFO : Epoch 1544 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1523.43 ms [2021-03-09 14:50:25 main:574] : INFO : Epoch 1545 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1846.82 ms [2021-03-09 14:50:27 main:574] : INFO : Epoch 1546 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1819.25 ms [2021-03-09 14:50:29 main:574] : INFO : Epoch 1547 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1864.15 ms [2021-03-09 14:50:31 main:574] : INFO : Epoch 1548 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1808.8 ms [2021-03-09 14:50:32 main:574] : INFO : Epoch 1549 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1601.73 ms [2021-03-09 14:50:34 main:574] : INFO : Epoch 1550 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1615.32 ms [2021-03-09 14:50:36 main:574] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1818.6 ms [2021-03-09 14:50:38 main:574] : INFO : Epoch 1552 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1758.83 ms [2021-03-09 14:50:40 main:574] : INFO : Epoch 1553 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1829.39 ms [2021-03-09 14:50:41 main:574] : INFO : Epoch 1554 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1818.21 ms [2021-03-09 14:50:43 main:574] : INFO : Epoch 1555 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1519.93 ms [2021-03-09 14:50:45 main:574] : INFO : Epoch 1556 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1774.64 ms [2021-03-09 14:50:46 main:574] : INFO : Epoch 1557 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1736.77 ms [2021-03-09 14:50:48 main:574] : INFO : Epoch 1558 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1825.59 ms [2021-03-09 14:50:50 main:574] : INFO : Epoch 1559 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1836.99 ms [2021-03-09 14:50:52 main:574] : INFO : Epoch 1560 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1804.23 ms [2021-03-09 14:50:53 main:574] : INFO : Epoch 1561 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1469.25 ms [2021-03-09 14:50:55 main:574] : INFO : Epoch 1562 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1832.01 ms [2021-03-09 14:50:57 main:574] : INFO : Epoch 1563 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1805.07 ms [2021-03-09 14:50:59 main:574] : INFO : Epoch 1564 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1847.34 ms [2021-03-09 14:51:01 main:574] : INFO : Epoch 1565 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1806.22 ms [2021-03-09 14:51:02 main:574] : INFO : Epoch 1566 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1653.57 ms [2021-03-09 14:51:04 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312527 | Time: 1582.32 ms [2021-03-09 14:51:06 main:574] : INFO : Epoch 1568 | loss: 0.0312518 | val_loss: 0.0312501 | Time: 1780.13 ms [2021-03-09 14:51:08 main:574] : INFO : Epoch 1569 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1772.02 ms [2021-03-09 14:51:09 main:574] : INFO : Epoch 1570 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1735.53 ms [2021-03-09 14:51:11 main:574] : INFO : Epoch 1571 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1847.71 ms [2021-03-09 14:51:13 main:574] : INFO : Epoch 1572 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1569.99 ms [2021-03-09 14:51:14 main:574] : INFO : Epoch 1573 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1639.54 ms [2021-03-09 14:51:16 main:574] : INFO : Epoch 1574 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1753.1 ms [2021-03-09 14:51:18 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1808.44 ms [2021-03-09 14:51:20 main:574] : INFO : Epoch 1576 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 1753.76 ms [2021-03-09 14:51:22 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 1799.28 ms [2021-03-09 14:51:23 main:574] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1480.48 ms [2021-03-09 14:51:25 main:574] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1707.94 ms [2021-03-09 14:51:27 main:574] : INFO : Epoch 1580 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1782.32 ms [2021-03-09 14:51:28 main:574] : INFO : Epoch 1581 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1808.7 ms [2021-03-09 14:51:30 main:574] : INFO : Epoch 1582 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1841.44 ms [2021-03-09 14:51:32 main:574] : INFO : Epoch 1583 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1861.48 ms [2021-03-09 14:51:34 main:574] : INFO : Epoch 1584 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1481.8 ms [2021-03-09 14:51:35 main:574] : INFO : Epoch 1585 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1799.1 ms [2021-03-09 14:51:37 main:574] : INFO : Epoch 1586 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1821.36 ms [2021-03-09 14:51:39 main:574] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1843.35 ms [2021-03-09 14:51:41 main:574] : INFO : Epoch 1588 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1804.05 ms [2021-03-09 14:51:42 main:574] : INFO : Epoch 1589 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1635.75 ms [2021-03-09 14:51:44 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1620.39 ms [2021-03-09 14:51:46 main:574] : INFO : Epoch 1591 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1866.04 ms [2021-03-09 14:51:48 main:574] : INFO : Epoch 1592 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1839.95 ms [2021-03-09 14:51:50 main:574] : INFO : Epoch 1593 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1756.12 ms [2021-03-09 14:51:51 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1779.72 ms [2021-03-09 14:51:53 main:574] : INFO : Epoch 1595 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1512.27 ms [2021-03-09 14:51:55 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1699.46 ms [2021-03-09 14:51:56 main:574] : INFO : Epoch 1597 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1806.07 ms [2021-03-09 14:51:58 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1805.08 ms [2021-03-09 14:52:00 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1769.66 ms [2021-03-09 14:52:02 main:574] : INFO : Epoch 1600 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1781.31 ms [2021-03-09 14:52:03 main:574] : INFO : Epoch 1601 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1479.57 ms [2021-03-09 14:52:05 main:574] : INFO : Epoch 1602 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1807.27 ms [2021-03-09 14:52:07 main:574] : INFO : Epoch 1603 | loss: 0.0312528 | val_loss: 0.0312517 | Time: 1809.26 ms [2021-03-09 14:52:09 main:574] : INFO : Epoch 1604 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 1765.72 ms [2021-03-09 14:52:11 main:574] : INFO : Epoch 1605 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 1804.82 ms [2021-03-09 14:52:12 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1710.09 ms [2021-03-09 14:52:14 main:574] : INFO : Epoch 1607 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1554.91 ms [2021-03-09 14:52:16 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1836.65 ms [2021-03-09 14:52:17 main:574] : INFO : Epoch 1609 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1817.42 ms [2021-03-09 14:52:19 main:574] : INFO : Epoch 1610 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1783.07 ms [2021-03-09 14:52:21 main:574] : INFO : Epoch 1611 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1818.97 ms [2021-03-09 14:52:23 main:574] : INFO : Epoch 1612 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1577.47 ms [2021-03-09 14:52:24 main:574] : INFO : Epoch 1613 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1628.91 ms [2021-03-09 14:52:26 main:574] : INFO : Epoch 1614 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1795.58 ms [2021-03-09 14:52:28 main:574] : INFO : Epoch 1615 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1808.3 ms [2021-03-09 14:52:30 main:574] : INFO : Epoch 1616 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1812.79 ms [2021-03-09 14:52:32 main:574] : INFO : Epoch 1617 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1826.52 ms [2021-03-09 14:52:33 main:574] : INFO : Epoch 1618 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1532.12 ms [2021-03-09 14:52:35 main:574] : INFO : Epoch 1619 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1856.99 ms [2021-03-09 14:52:37 main:574] : INFO : Epoch 1620 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1792.2 ms [2021-03-09 14:52:39 main:574] : INFO : Epoch 1621 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1788.18 ms [2021-03-09 14:52:40 main:574] : INFO : Epoch 1622 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1863.85 ms [2021-03-09 14:52:42 main:574] : INFO : Epoch 1623 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1775.34 ms [2021-03-09 14:52:44 main:574] : INFO : Epoch 1624 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1508.41 ms [2021-03-09 14:52:46 main:574] : INFO : Epoch 1625 | loss: 0.0312496 | val_loss: 0.031252 | Time: 1793.84 ms [2021-03-09 14:52:47 main:574] : INFO : Epoch 1626 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1847.63 ms [2021-03-09 14:52:49 main:574] : INFO : Epoch 1627 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1893.35 ms [2021-03-09 14:52:51 main:574] : INFO : Epoch 1628 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 1834.52 ms [2021-03-09 14:52:53 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1589.56 ms [2021-03-09 14:52:54 main:574] : INFO : Epoch 1630 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1631.99 ms [2021-03-09 14:52:56 main:574] : INFO : Epoch 1631 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1830.78 ms [2021-03-09 14:52:58 main:574] : INFO : Epoch 1632 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1760.57 ms [2021-03-09 14:53:00 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1772.62 ms [2021-03-09 14:53:02 main:574] : INFO : Epoch 1634 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1782.2 ms [2021-03-09 14:53:03 main:574] : INFO : Epoch 1635 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1529.09 ms [2021-03-09 14:53:05 main:574] : INFO : Epoch 1636 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1737.51 ms [2021-03-09 14:53:07 main:574] : INFO : Epoch 1637 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1768.6 ms [2021-03-09 14:53:09 main:574] : INFO : Epoch 1638 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1853.52 ms [2021-03-09 14:53:10 main:574] : INFO : Epoch 1639 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1798.29 ms [2021-03-09 14:53:12 main:574] : INFO : Epoch 1640 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1799.32 ms [2021-03-09 14:53:14 main:574] : INFO : Epoch 1641 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1480.79 ms [2021-03-09 14:53:15 main:574] : INFO : Epoch 1642 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1839.32 ms [2021-03-09 14:53:17 main:574] : INFO : Epoch 1643 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1798.12 ms [2021-03-09 14:53:19 main:574] : INFO : Epoch 1644 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1733.11 ms [2021-03-09 14:53:21 main:574] : INFO : Epoch 1645 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1839.58 ms [2021-03-09 14:53:23 main:574] : INFO : Epoch 1646 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1666.7 ms [2021-03-09 14:53:24 main:574] : INFO : Epoch 1647 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1532.43 ms [2021-03-09 14:53:26 main:574] : INFO : Epoch 1648 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1764.87 ms [2021-03-09 14:53:28 main:574] : INFO : Epoch 1649 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1825.54 ms [2021-03-09 14:53:30 main:574] : INFO : Epoch 1650 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1848.51 ms [2021-03-09 14:53:31 main:574] : INFO : Epoch 1651 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1851.93 ms [2021-03-09 14:53:33 main:574] : INFO : Epoch 1652 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1575.79 ms [2021-03-09 14:53:35 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1658.93 ms [2021-03-09 14:53:36 main:574] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1821.97 ms [2021-03-09 14:53:38 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312529 | Time: 1752.07 ms [2021-03-09 14:53:40 main:574] : INFO : Epoch 1656 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 1775.96 ms [2021-03-09 14:53:42 main:574] : INFO : Epoch 1657 | loss: 0.0312574 | val_loss: 0.0312529 | Time: 1904.44 ms [2021-03-09 14:53:44 main:574] : INFO : Epoch 1658 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1562.27 ms [2021-03-09 14:53:45 main:574] : INFO : Epoch 1659 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 1838.51 ms [2021-03-09 14:53:47 main:574] : INFO : Epoch 1660 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1771.09 ms [2021-03-09 14:53:49 main:574] : INFO : Epoch 1661 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1813.58 ms [2021-03-09 14:53:51 main:574] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1863.17 ms [2021-03-09 14:53:53 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312491 | Time: 1760.83 ms [2021-03-09 14:53:54 main:574] : INFO : Epoch 1664 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1605.55 ms [2021-03-09 14:53:56 main:574] : INFO : Epoch 1665 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1929.29 ms [2021-03-09 14:53:58 main:574] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1912.46 ms [2021-03-09 14:54:00 main:574] : INFO : Epoch 1667 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1887.48 ms [2021-03-09 14:54:02 main:574] : INFO : Epoch 1668 | loss: 0.031249 | val_loss: 0.031249 | Time: 1999.84 ms [2021-03-09 14:54:03 main:574] : INFO : Epoch 1669 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1499.8 ms [2021-03-09 14:54:05 main:574] : INFO : Epoch 1670 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1991.66 ms [2021-03-09 14:54:07 main:574] : INFO : Epoch 1671 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1985.58 ms [2021-03-09 14:54:10 main:574] : INFO : Epoch 1672 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2097.08 ms [2021-03-09 14:54:12 main:574] : INFO : Epoch 1673 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 2024.13 ms [2021-03-09 14:54:13 main:574] : INFO : Epoch 1674 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1572.22 ms [2021-03-09 14:54:15 main:574] : INFO : Epoch 1675 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1956.91 ms [2021-03-09 14:54:17 main:574] : INFO : Epoch 1676 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2006.8 ms [2021-03-09 14:54:19 main:574] : INFO : Epoch 1677 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2011.45 ms [2021-03-09 14:54:21 main:574] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1992.86 ms [2021-03-09 14:54:23 main:574] : INFO : Epoch 1679 | loss: 0.0312502 | val_loss: 0.031249 | Time: 1700.48 ms [2021-03-09 14:54:25 main:574] : INFO : Epoch 1680 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1778.86 ms [2021-03-09 14:54:27 main:574] : INFO : Epoch 1681 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1990.22 ms [2021-03-09 14:54:29 main:574] : INFO : Epoch 1682 | loss: 0.031249 | val_loss: 0.03125 | Time: 1965.1 ms [2021-03-09 14:54:31 main:574] : INFO : Epoch 1683 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1821.41 ms [2021-03-09 14:54:32 main:574] : INFO : Epoch 1684 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1813.16 ms [2021-03-09 14:54:34 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1465.5 ms [2021-03-09 14:54:36 main:574] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1857.69 ms [2021-03-09 14:54:38 main:574] : INFO : Epoch 1687 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 1823.02 ms [2021-03-09 14:54:39 main:574] : INFO : Epoch 1688 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1839.17 ms [2021-03-09 14:54:41 main:574] : INFO : Epoch 1689 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 1832.75 ms [2021-03-09 14:54:43 main:574] : INFO : Epoch 1690 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1614 ms [2021-03-09 14:54:44 main:574] : INFO : Epoch 1691 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1496.45 ms [2021-03-09 14:54:46 main:574] : INFO : Epoch 1692 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1725.28 ms [2021-03-09 14:54:48 main:574] : INFO : Epoch 1693 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1737.39 ms [2021-03-09 14:54:50 main:574] : INFO : Epoch 1694 | loss: 0.03125 | val_loss: 0.031249 | Time: 1737.62 ms [2021-03-09 14:54:51 main:574] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1804.02 ms [2021-03-09 14:54:53 main:574] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1574.05 ms [2021-03-09 14:54:55 main:574] : INFO : Epoch 1697 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1562.41 ms [2021-03-09 14:54:56 main:574] : INFO : Epoch 1698 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1722.32 ms [2021-03-09 14:54:58 main:574] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.0312524 | Time: 1814.76 ms [2021-03-09 14:55:00 main:574] : INFO : Epoch 1700 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1726.91 ms [2021-03-09 14:55:02 main:574] : INFO : Epoch 1701 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1739.54 ms [2021-03-09 14:55:03 main:574] : INFO : Epoch 1702 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1552.81 ms [2021-03-09 14:55:05 main:574] : INFO : Epoch 1703 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1574.16 ms [2021-03-09 14:55:06 main:574] : INFO : Epoch 1704 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1710.11 ms [2021-03-09 14:55:08 main:574] : INFO : Epoch 1705 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1784.19 ms [2021-03-09 14:55:10 main:574] : INFO : Epoch 1706 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 1770.19 ms [2021-03-09 14:55:12 main:574] : INFO : Epoch 1707 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1734.21 ms [2021-03-09 14:55:13 main:574] : INFO : Epoch 1708 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1502.03 ms [2021-03-09 14:55:15 main:574] : INFO : Epoch 1709 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 1667.52 ms [2021-03-09 14:55:17 main:574] : INFO : Epoch 1710 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1714.39 ms [2021-03-09 14:55:18 main:574] : INFO : Epoch 1711 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1723.4 ms [2021-03-09 14:55:20 main:574] : INFO : Epoch 1712 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1822.29 ms [2021-03-09 14:55:22 main:574] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1738.53 ms [2021-03-09 14:55:23 main:574] : INFO : Epoch 1714 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1468.19 ms [2021-03-09 14:55:25 main:574] : INFO : Epoch 1715 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1652.78 ms [2021-03-09 14:55:27 main:574] : INFO : Epoch 1716 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1779.07 ms [2021-03-09 14:55:29 main:574] : INFO : Epoch 1717 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1808.99 ms [2021-03-09 14:55:31 main:574] : INFO : Epoch 1718 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1807.23 ms [2021-03-09 14:55:32 main:574] : INFO : Epoch 1719 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1778.86 ms [2021-03-09 14:55:34 main:574] : INFO : Epoch 1720 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 1460.87 ms [2021-03-09 14:55:36 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1785.12 ms [2021-03-09 14:55:37 main:574] : INFO : Epoch 1722 | loss: 0.0312509 | val_loss: 0.0312491 | Time: 1754.19 ms [2021-03-09 14:55:39 main:574] : INFO : Epoch 1723 | loss: 0.031249 | val_loss: 0.031249 | Time: 1776.84 ms [2021-03-09 14:55:41 main:574] : INFO : Epoch 1724 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1833.73 ms [2021-03-09 14:55:43 main:574] : INFO : Epoch 1725 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1673.29 ms [2021-03-09 14:55:44 main:574] : INFO : Epoch 1726 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 1481.48 ms [2021-03-09 14:55:46 main:574] : INFO : Epoch 1727 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1779.88 ms [2021-03-09 14:55:48 main:574] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1811.6 ms [2021-03-09 14:55:49 main:574] : INFO : Epoch 1729 | loss: 0.0312492 | val_loss: 0.0312541 | Time: 1768 ms [2021-03-09 14:55:51 main:574] : INFO : Epoch 1730 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 1767.02 ms [2021-03-09 14:55:53 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1657.98 ms [2021-03-09 14:55:54 main:574] : INFO : Epoch 1732 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1554.11 ms [2021-03-09 14:55:56 main:574] : INFO : Epoch 1733 | loss: 0.0328535 | val_loss: 0.120048 | Time: 1756.81 ms [2021-03-09 14:55:58 main:574] : INFO : Epoch 1734 | loss: 0.0488935 | val_loss: 0.0413673 | Time: 1731.52 ms [2021-03-09 14:56:00 main:574] : INFO : Epoch 1735 | loss: 0.0331411 | val_loss: 0.0315215 | Time: 1790.03 ms [2021-03-09 14:56:02 main:574] : INFO : Epoch 1736 | loss: 0.0314351 | val_loss: 0.0313513 | Time: 1800.94 ms [2021-03-09 14:56:03 main:574] : INFO : Epoch 1737 | loss: 0.0312853 | val_loss: 0.0312723 | Time: 1555.02 ms [2021-03-09 14:56:05 main:574] : INFO : Epoch 1738 | loss: 0.0312591 | val_loss: 0.0312562 | Time: 1574.06 ms [2021-03-09 14:56:07 main:574] : INFO : Epoch 1739 | loss: 0.0312539 | val_loss: 0.0312531 | Time: 1808.05 ms [2021-03-09 14:56:08 main:574] : INFO : Epoch 1740 | loss: 0.0312526 | val_loss: 0.0312522 | Time: 1795.95 ms [2021-03-09 14:56:10 main:574] : INFO : Epoch 1741 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 1776.9 ms [2021-03-09 14:56:12 main:574] : INFO : Epoch 1742 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1669.55 ms [2021-03-09 14:56:13 main:574] : INFO : Epoch 1743 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1467.42 ms [2021-03-09 14:56:15 main:574] : INFO : Epoch 1744 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1607.62 ms [2021-03-09 14:56:17 main:574] : INFO : Epoch 1745 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1616.8 ms [2021-03-09 14:56:18 main:574] : INFO : Epoch 1746 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1713.37 ms [2021-03-09 14:56:20 main:574] : INFO : Epoch 1747 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1696.42 ms [2021-03-09 14:56:22 main:574] : INFO : Epoch 1748 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1655.16 ms [2021-03-09 14:56:23 main:574] : INFO : Epoch 1749 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1544.11 ms [2021-03-09 14:56:25 main:574] : INFO : Epoch 1750 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1583.21 ms [2021-03-09 14:56:27 main:574] : INFO : Epoch 1751 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1791.48 ms [2021-03-09 14:56:28 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1768.38 ms [2021-03-09 14:56:30 main:574] : INFO : Epoch 1753 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1836.45 ms [2021-03-09 14:56:32 main:574] : INFO : Epoch 1754 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1725.42 ms [2021-03-09 14:56:33 main:574] : INFO : Epoch 1755 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1488.05 ms [2021-03-09 14:56:35 main:574] : INFO : Epoch 1756 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1620.52 ms [2021-03-09 14:56:37 main:574] : INFO : Epoch 1757 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1775.71 ms [2021-03-09 14:56:39 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1776.83 ms [2021-03-09 14:56:40 main:574] : INFO : Epoch 1759 | loss: 0.03125 | val_loss: 0.03125 | Time: 1830.96 ms [2021-03-09 14:56:42 main:574] : INFO : Epoch 1760 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1765.98 ms [2021-03-09 14:56:44 main:574] : INFO : Epoch 1761 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1428.84 ms [2021-03-09 14:56:45 main:574] : INFO : Epoch 1762 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1683.76 ms [2021-03-09 14:56:47 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1788.53 ms [2021-03-09 14:56:49 main:574] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1697.83 ms [2021-03-09 14:56:51 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1758.31 ms [2021-03-09 14:56:52 main:574] : INFO : Epoch 1766 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1848.35 ms [2021-03-09 14:56:54 main:574] : INFO : Epoch 1767 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1423.92 ms [2021-03-09 14:56:56 main:574] : INFO : Epoch 1768 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1750.01 ms [2021-03-09 14:56:57 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1759.48 ms [2021-03-09 14:56:59 main:574] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1740.78 ms [2021-03-09 14:57:01 main:574] : INFO : Epoch 1771 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1784.26 ms [2021-03-09 14:57:03 main:574] : INFO : Epoch 1772 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1683.69 ms [2021-03-09 14:57:04 main:574] : INFO : Epoch 1773 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1449.85 ms [2021-03-09 14:57:06 main:574] : INFO : Epoch 1774 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1787.38 ms [2021-03-09 14:57:08 main:574] : INFO : Epoch 1775 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1817.65 ms [2021-03-09 14:57:10 main:574] : INFO : Epoch 1776 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1742.56 ms [2021-03-09 14:57:11 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1746.38 ms [2021-03-09 14:57:13 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1670.68 ms [2021-03-09 14:57:14 main:574] : INFO : Epoch 1779 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1503.22 ms [2021-03-09 14:57:16 main:574] : INFO : Epoch 1780 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1718.93 ms [2021-03-09 14:57:18 main:574] : INFO : Epoch 1781 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1727.87 ms [2021-03-09 14:57:20 main:574] : INFO : Epoch 1782 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1731.28 ms [2021-03-09 14:57:21 main:574] : INFO : Epoch 1783 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1785.88 ms [2021-03-09 14:57:23 main:574] : INFO : Epoch 1784 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1607.36 ms [2021-03-09 14:57:25 main:574] : INFO : Epoch 1785 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1499.16 ms [2021-03-09 14:57:26 main:574] : INFO : Epoch 1786 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1691.41 ms [2021-03-09 14:57:28 main:574] : INFO : Epoch 1787 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1735.34 ms [2021-03-09 14:57:30 main:574] : INFO : Epoch 1788 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1736.53 ms [2021-03-09 14:57:32 main:574] : INFO : Epoch 1789 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1774.94 ms [2021-03-09 14:57:33 main:574] : INFO : Epoch 1790 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1623.64 ms [2021-03-09 14:57:35 main:574] : INFO : Epoch 1791 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1510.83 ms [2021-03-09 14:57:36 main:574] : INFO : Epoch 1792 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1788.11 ms [2021-03-09 14:57:38 main:574] : INFO : Epoch 1793 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1733.17 ms [2021-03-09 14:57:40 main:574] : INFO : Epoch 1794 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1748.42 ms [2021-03-09 14:57:42 main:574] : INFO : Epoch 1795 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1829.04 ms [2021-03-09 14:57:43 main:574] : INFO : Epoch 1796 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1580.77 ms [2021-03-09 14:57:45 main:574] : INFO : Epoch 1797 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1688 ms [2021-03-09 14:57:47 main:574] : INFO : Epoch 1798 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1761.63 ms [2021-03-09 14:57:49 main:574] : INFO : Epoch 1799 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1823.7 ms [2021-03-09 14:57:51 main:574] : INFO : Epoch 1800 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1782.35 ms [2021-03-09 14:57:52 main:574] : INFO : Epoch 1801 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1833.33 ms [2021-03-09 14:57:54 main:574] : INFO : Epoch 1802 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1519.21 ms [2021-03-09 14:57:56 main:574] : INFO : Epoch 1803 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1750.7 ms [2021-03-09 14:57:57 main:574] : INFO : Epoch 1804 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1825.23 ms [2021-03-09 14:57:59 main:574] : INFO : Epoch 1805 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1764.38 ms [2021-03-09 14:58:01 main:574] : INFO : Epoch 1806 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1760.3 ms [2021-03-09 14:58:03 main:574] : INFO : Epoch 1807 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1755.2 ms [2021-03-09 14:58:04 main:574] : INFO : Epoch 1808 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1438.12 ms [2021-03-09 14:58:06 main:574] : INFO : Epoch 1809 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1681.58 ms [2021-03-09 14:58:08 main:574] : INFO : Epoch 1810 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1793.44 ms [2021-03-09 14:58:10 main:574] : INFO : Epoch 1811 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1781.03 ms [2021-03-09 14:58:11 main:574] : INFO : Epoch 1812 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1786.82 ms [2021-03-09 14:58:13 main:574] : INFO : Epoch 1813 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1683.49 ms [2021-03-09 14:58:14 main:574] : INFO : Epoch 1814 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1459.54 ms [2021-03-09 14:58:16 main:574] : INFO : Epoch 1815 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1822.41 ms [2021-03-09 14:58:18 main:574] : INFO : Epoch 1816 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1844.25 ms [2021-03-09 14:58:20 main:574] : INFO : Epoch 1817 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1809.18 ms [2021-03-09 14:58:22 main:574] : INFO : Epoch 1818 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1761.52 ms [2021-03-09 14:58:23 main:574] : INFO : Epoch 1819 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1579.85 ms [2021-03-09 14:58:25 main:574] : INFO : Epoch 1820 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1555.01 ms [2021-03-09 14:58:27 main:574] : INFO : Epoch 1821 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1718.2 ms [2021-03-09 14:58:28 main:574] : INFO : Epoch 1822 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1756.4 ms [2021-03-09 14:58:30 main:574] : INFO : Epoch 1823 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1791.26 ms [2021-03-09 14:58:32 main:574] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1785.17 ms [2021-03-09 14:58:33 main:574] : INFO : Epoch 1825 | loss: 0.031249 | val_loss: 0.031251 | Time: 1502.41 ms [2021-03-09 14:58:35 main:574] : INFO : Epoch 1826 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1597.86 ms [2021-03-09 14:58:37 main:574] : INFO : Epoch 1827 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1806.36 ms [2021-03-09 14:58:39 main:574] : INFO : Epoch 1828 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1766.39 ms [2021-03-09 14:58:40 main:574] : INFO : Epoch 1829 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1713.66 ms [2021-03-09 14:58:42 main:574] : INFO : Epoch 1830 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1896.29 ms [2021-03-09 14:58:44 main:574] : INFO : Epoch 1831 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1460.2 ms [2021-03-09 14:58:45 main:574] : INFO : Epoch 1832 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1681.88 ms [2021-03-09 14:58:47 main:574] : INFO : Epoch 1833 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1763.23 ms [2021-03-09 14:58:49 main:574] : INFO : Epoch 1834 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1801.77 ms [2021-03-09 14:58:51 main:574] : INFO : Epoch 1835 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1782.01 ms [2021-03-09 14:58:53 main:574] : INFO : Epoch 1836 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1710.12 ms [2021-03-09 14:58:54 main:574] : INFO : Epoch 1837 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1430.46 ms [2021-03-09 14:58:56 main:574] : INFO : Epoch 1838 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1717.8 ms [2021-03-09 14:58:57 main:574] : INFO : Epoch 1839 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1684.29 ms [2021-03-09 14:58:59 main:574] : INFO : Epoch 1840 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1703.03 ms [2021-03-09 14:59:01 main:574] : INFO : Epoch 1841 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1743.85 ms [2021-03-09 14:59:03 main:574] : INFO : Epoch 1842 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1786.66 ms [2021-03-09 14:59:04 main:574] : INFO : Epoch 1843 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1430.88 ms [2021-03-09 14:59:06 main:574] : INFO : Epoch 1844 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1783.15 ms [2021-03-09 14:59:08 main:574] : INFO : Epoch 1845 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1788.37 ms [2021-03-09 14:59:10 main:574] : INFO : Epoch 1846 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1843.91 ms [2021-03-09 14:59:11 main:574] : INFO : Epoch 1847 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1771.88 ms [2021-03-09 14:59:13 main:574] : INFO : Epoch 1848 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1720.52 ms [2021-03-09 14:59:15 main:574] : INFO : Epoch 1849 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1461.95 ms [2021-03-09 14:59:16 main:574] : INFO : Epoch 1850 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1721.84 ms [2021-03-09 14:59:18 main:574] : INFO : Epoch 1851 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1765.1 ms [2021-03-09 14:59:20 main:574] : INFO : Epoch 1852 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1768.55 ms [2021-03-09 14:59:22 main:574] : INFO : Epoch 1853 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1806.96 ms [2021-03-09 14:59:23 main:574] : INFO : Epoch 1854 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1643.73 ms [2021-03-09 14:59:25 main:574] : INFO : Epoch 1855 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1514.53 ms [2021-03-09 14:59:27 main:574] : INFO : Epoch 1856 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1720.58 ms [2021-03-09 14:59:28 main:574] : INFO : Epoch 1857 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1787.63 ms [2021-03-09 14:59:30 main:574] : INFO : Epoch 1858 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1714.92 ms [2021-03-09 14:59:32 main:574] : INFO : Epoch 1859 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1669.81 ms [2021-03-09 14:59:33 main:574] : INFO : Epoch 1860 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1639.03 ms [2021-03-09 14:59:35 main:574] : INFO : Epoch 1861 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1558.37 ms [2021-03-09 14:59:37 main:574] : INFO : Epoch 1862 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1744.72 ms [2021-03-09 14:59:38 main:574] : INFO : Epoch 1863 | loss: 0.0312482 | val_loss: 0.0312506 | Time: 1805.92 ms [2021-03-09 14:59:40 main:574] : INFO : Epoch 1864 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1728.47 ms [2021-03-09 14:59:42 main:574] : INFO : Epoch 1865 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 1854 ms [2021-03-09 14:59:44 main:574] : INFO : Epoch 1866 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1512.43 ms [2021-03-09 14:59:45 main:574] : INFO : Epoch 1867 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1566.55 ms [2021-03-09 14:59:47 main:574] : INFO : Epoch 1868 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1828.37 ms [2021-03-09 14:59:49 main:574] : INFO : Epoch 1869 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1751.64 ms [2021-03-09 14:59:50 main:574] : INFO : Epoch 1870 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1655.31 ms [2021-03-09 14:59:52 main:574] : INFO : Epoch 1871 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 1783.36 ms [2021-03-09 14:59:54 main:574] : INFO : Epoch 1872 | loss: 0.0312484 | val_loss: 0.0312504 | Time: 1504.68 ms [2021-03-09 14:59:55 main:574] : INFO : Epoch 1873 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 1624.14 ms [2021-03-09 14:59:57 main:574] : INFO : Epoch 1874 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1749.54 ms [2021-03-09 14:59:59 main:574] : INFO : Epoch 1875 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1738.01 ms [2021-03-09 15:00:01 main:574] : INFO : Epoch 1876 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1767.48 ms [2021-03-09 15:00:02 main:574] : INFO : Epoch 1877 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1788.36 ms [2021-03-09 15:00:04 main:574] : INFO : Epoch 1878 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1474.1 ms [2021-03-09 15:00:06 main:574] : INFO : Epoch 1879 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1653.84 ms [2021-03-09 15:00:07 main:574] : INFO : Epoch 1880 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1679.23 ms [2021-03-09 15:00:09 main:574] : INFO : Epoch 1881 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1805.03 ms [2021-03-09 15:00:11 main:574] : INFO : Epoch 1882 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1707.99 ms [2021-03-09 15:00:13 main:574] : INFO : Epoch 1883 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1707.72 ms [2021-03-09 15:00:14 main:574] : INFO : Epoch 1884 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1454.7 ms [2021-03-09 15:00:16 main:574] : INFO : Epoch 1885 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1660.7 ms [2021-03-09 15:00:17 main:574] : INFO : Epoch 1886 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1756.18 ms [2021-03-09 15:00:19 main:574] : INFO : Epoch 1887 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1736.01 ms [2021-03-09 15:00:21 main:574] : INFO : Epoch 1888 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1791.71 ms [2021-03-09 15:00:23 main:574] : INFO : Epoch 1889 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1767.73 ms [2021-03-09 15:00:24 main:574] : INFO : Epoch 1890 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1418.87 ms [2021-03-09 15:00:26 main:574] : INFO : Epoch 1891 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1771.02 ms [2021-03-09 15:00:28 main:574] : INFO : Epoch 1892 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1759.36 ms [2021-03-09 15:00:30 main:574] : INFO : Epoch 1893 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1805.1 ms [2021-03-09 15:00:31 main:574] : INFO : Epoch 1894 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1740.66 ms [2021-03-09 15:00:33 main:574] : INFO : Epoch 1895 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1765 ms [2021-03-09 15:00:34 main:574] : INFO : Epoch 1896 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1407.31 ms [2021-03-09 15:00:36 main:574] : INFO : Epoch 1897 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1775.19 ms [2021-03-09 15:00:38 main:574] : INFO : Epoch 1898 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1735.46 ms [2021-03-09 15:00:40 main:574] : INFO : Epoch 1899 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1744.1 ms [2021-03-09 15:00:42 main:574] : INFO : Epoch 1900 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1783.64 ms [2021-03-09 15:00:43 main:574] : INFO : Epoch 1901 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1657.39 ms [2021-03-09 15:00:45 main:574] : INFO : Epoch 1902 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1444.13 ms [2021-03-09 15:00:46 main:574] : INFO : Epoch 1903 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1738.82 ms [2021-03-09 15:00:48 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1761.56 ms [2021-03-09 15:00:50 main:574] : INFO : Epoch 1905 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1712.04 ms [2021-03-09 15:00:52 main:574] : INFO : Epoch 1906 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1724.84 ms [2021-03-09 15:00:53 main:574] : INFO : Epoch 1907 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1653.6 ms [2021-03-09 15:00:55 main:574] : INFO : Epoch 1908 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1454.61 ms [2021-03-09 15:00:57 main:574] : INFO : Epoch 1909 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1819.06 ms [2021-03-09 15:00:58 main:574] : INFO : Epoch 1910 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1761.15 ms [2021-03-09 15:01:00 main:574] : INFO : Epoch 1911 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1789.19 ms [2021-03-09 15:01:02 main:574] : INFO : Epoch 1912 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1783.64 ms [2021-03-09 15:01:04 main:574] : INFO : Epoch 1913 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1580.71 ms [2021-03-09 15:01:05 main:574] : INFO : Epoch 1914 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 1489.35 ms [2021-03-09 15:01:07 main:574] : INFO : Epoch 1915 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1717.6 ms [2021-03-09 15:01:08 main:574] : INFO : Epoch 1916 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1720.2 ms [2021-03-09 15:01:10 main:574] : INFO : Epoch 1917 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1767.68 ms [2021-03-09 15:01:12 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1704.45 ms [2021-03-09 15:01:14 main:574] : INFO : Epoch 1919 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1563.32 ms [2021-03-09 15:01:15 main:574] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1506.94 ms [2021-03-09 15:01:17 main:574] : INFO : Epoch 1921 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1706.86 ms [2021-03-09 15:01:18 main:574] : INFO : Epoch 1922 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1715.08 ms [2021-03-09 15:01:20 main:574] : INFO : Epoch 1923 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1735.54 ms [2021-03-09 15:01:22 main:574] : INFO : Epoch 1924 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1789 ms [2021-03-09 15:01:24 main:574] : INFO : Epoch 1925 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1596.21 ms [2021-03-09 15:01:25 main:574] : INFO : Epoch 1926 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1558.57 ms [2021-03-09 15:01:27 main:574] : INFO : Epoch 1927 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1736.74 ms [2021-03-09 15:01:29 main:574] : INFO : Epoch 1928 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1792.1 ms [2021-03-09 15:01:31 main:574] : INFO : Epoch 1929 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1851.61 ms [2021-03-09 15:01:32 main:574] : INFO : Epoch 1930 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1708.88 ms [2021-03-09 15:01:34 main:574] : INFO : Epoch 1931 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1529.78 ms [2021-03-09 15:01:35 main:574] : INFO : Epoch 1932 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1599.88 ms [2021-03-09 15:01:37 main:574] : INFO : Epoch 1933 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1772.95 ms [2021-03-09 15:01:39 main:574] : INFO : Epoch 1934 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1710.18 ms [2021-03-09 15:01:41 main:574] : INFO : Epoch 1935 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1702.09 ms [2021-03-09 15:01:42 main:574] : INFO : Epoch 1936 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1729.24 ms [2021-03-09 15:01:44 main:574] : INFO : Epoch 1937 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1535.74 ms [2021-03-09 15:01:46 main:574] : INFO : Epoch 1938 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1549.42 ms [2021-03-09 15:01:47 main:574] : INFO : Epoch 1939 | loss: 0.0312487 | val_loss: 0.0312512 | Time: 1787.27 ms [2021-03-09 15:01:49 main:574] : INFO : Epoch 1940 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1763.59 ms [2021-03-09 15:01:51 main:574] : INFO : Epoch 1941 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1761.5 ms [2021-03-09 15:01:53 main:574] : INFO : Epoch 1942 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1842.19 ms [2021-03-09 15:01:54 main:574] : INFO : Epoch 1943 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1466.6 ms [2021-03-09 15:01:56 main:574] : INFO : Epoch 1944 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1685.78 ms [2021-03-09 15:01:58 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1799.54 ms [2021-03-09 15:01:59 main:574] : INFO : Epoch 1946 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1793.1 ms [2021-03-09 15:02:01 main:574] : INFO : Epoch 1947 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1755.72 ms [2021-03-09 15:02:03 main:574] : INFO : Epoch 1948 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1748.79 ms [2021-03-09 15:02:04 main:574] : INFO : Epoch 1949 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1418.59 ms [2021-03-09 15:02:06 main:574] : INFO : Epoch 1950 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1775.25 ms [2021-03-09 15:02:08 main:574] : INFO : Epoch 1951 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1692.75 ms [2021-03-09 15:02:10 main:574] : INFO : Epoch 1952 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1743.43 ms [2021-03-09 15:02:11 main:574] : INFO : Epoch 1953 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1709.45 ms [2021-03-09 15:02:13 main:574] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1767.71 ms [2021-03-09 15:02:15 main:574] : INFO : Epoch 1955 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1415.25 ms [2021-03-09 15:02:16 main:574] : INFO : Epoch 1956 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1727.76 ms [2021-03-09 15:02:18 main:574] : INFO : Epoch 1957 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1784.82 ms [2021-03-09 15:02:20 main:574] : INFO : Epoch 1958 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1699.89 ms [2021-03-09 15:02:22 main:574] : INFO : Epoch 1959 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1801.89 ms [2021-03-09 15:02:23 main:574] : INFO : Epoch 1960 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1719.06 ms [2021-03-09 15:02:25 main:574] : INFO : Epoch 1961 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1415.72 ms [2021-03-09 15:02:27 main:574] : INFO : Epoch 1962 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1739.88 ms [2021-03-09 15:02:28 main:574] : INFO : Epoch 1963 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1829.39 ms [2021-03-09 15:02:30 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1788.29 ms [2021-03-09 15:02:32 main:574] : INFO : Epoch 1965 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1771.02 ms [2021-03-09 15:02:34 main:574] : INFO : Epoch 1966 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1653.69 ms [2021-03-09 15:02:35 main:574] : INFO : Epoch 1967 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1598.74 ms [2021-03-09 15:02:37 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312488 | Time: 1688.88 ms [2021-03-09 15:02:39 main:574] : INFO : Epoch 1969 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1795.16 ms [2021-03-09 15:02:40 main:574] : INFO : Epoch 1970 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1749.01 ms [2021-03-09 15:02:42 main:574] : INFO : Epoch 1971 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1758.39 ms [2021-03-09 15:02:44 main:574] : INFO : Epoch 1972 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1609.52 ms [2021-03-09 15:02:45 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1526.96 ms [2021-03-09 15:02:47 main:574] : INFO : Epoch 1974 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1754.89 ms [2021-03-09 15:02:49 main:574] : INFO : Epoch 1975 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1775.66 ms [2021-03-09 15:02:51 main:574] : INFO : Epoch 1976 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1831.13 ms [2021-03-09 15:02:53 main:574] : INFO : Epoch 1977 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1846.33 ms [2021-03-09 15:02:54 main:574] : INFO : Epoch 1978 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1564.54 ms [2021-03-09 15:02:56 main:574] : INFO : Epoch 1979 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1587.13 ms [2021-03-09 15:02:58 main:574] : INFO : Epoch 1980 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1792.76 ms [2021-03-09 15:02:59 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1721.92 ms [2021-03-09 15:03:01 main:574] : INFO : Epoch 1982 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1805.7 ms [2021-03-09 15:03:03 main:574] : INFO : Epoch 1983 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1784.59 ms [2021-03-09 15:03:04 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1498.45 ms [2021-03-09 15:03:06 main:574] : INFO : Epoch 1985 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1634.62 ms [2021-03-09 15:03:08 main:574] : INFO : Epoch 1986 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1737.61 ms [2021-03-09 15:03:10 main:574] : INFO : Epoch 1987 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1734.51 ms [2021-03-09 15:03:11 main:574] : INFO : Epoch 1988 | loss: 0.0312521 | val_loss: 0.0312501 | Time: 1859.58 ms [2021-03-09 15:03:13 main:574] : INFO : Epoch 1989 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 1766.98 ms [2021-03-09 15:03:15 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1435.35 ms [2021-03-09 15:03:16 main:574] : INFO : Epoch 1991 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1717.62 ms [2021-03-09 15:03:18 main:574] : INFO : Epoch 1992 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1718.29 ms [2021-03-09 15:03:20 main:574] : INFO : Epoch 1993 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1820.24 ms [2021-03-09 15:03:22 main:574] : INFO : Epoch 1994 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1836.56 ms [2021-03-09 15:03:24 main:574] : INFO : Epoch 1995 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1756.85 ms [2021-03-09 15:03:25 main:574] : INFO : Epoch 1996 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1437.74 ms [2021-03-09 15:03:27 main:574] : INFO : Epoch 1997 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1736.74 ms [2021-03-09 15:03:28 main:574] : INFO : Epoch 1998 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1733.9 ms [2021-03-09 15:03:30 main:574] : INFO : Epoch 1999 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1781.75 ms [2021-03-09 15:03:32 main:574] : INFO : Epoch 2000 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1850.89 ms [2021-03-09 15:03:34 main:574] : INFO : Epoch 2001 | loss: 0.0312527 | val_loss: 0.0312511 | Time: 1669.13 ms [2021-03-09 15:03:35 main:574] : INFO : Epoch 2002 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 1447.73 ms [2021-03-09 15:03:37 main:574] : INFO : Epoch 2003 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1778.46 ms [2021-03-09 15:03:39 main:574] : INFO : Epoch 2004 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1843.02 ms [2021-03-09 15:03:41 main:574] : INFO : Epoch 2005 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1776.28 ms [2021-03-09 15:03:42 main:574] : INFO : Epoch 2006 | loss: 0.0312498 | val_loss: 0.031252 | Time: 1746.76 ms [2021-03-09 15:03:44 main:574] : INFO : Epoch 2007 | loss: 0.0312518 | val_loss: 0.0312539 | Time: 1605.02 ms [2021-03-09 15:03:46 main:574] : INFO : Epoch 2008 | loss: 0.0312525 | val_loss: 0.0312491 | Time: 1558.99 ms [2021-03-09 15:03:47 main:574] : INFO : Epoch 2009 | loss: 0.031252 | val_loss: 0.0312512 | Time: 1815.35 ms [2021-03-09 15:03:49 main:574] : INFO : Epoch 2010 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1729.68 ms [2021-03-09 15:03:51 main:574] : INFO : Epoch 2011 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1727.49 ms [2021-03-09 15:03:53 main:574] : INFO : Epoch 2012 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1868.64 ms [2021-03-09 15:03:54 main:574] : INFO : Epoch 2013 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1484.28 ms [2021-03-09 15:03:56 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1572.9 ms [2021-03-09 15:03:58 main:574] : INFO : Epoch 2015 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1715.46 ms [2021-03-09 15:03:59 main:574] : INFO : Epoch 2016 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1795.85 ms [2021-03-09 15:04:01 main:574] : INFO : Epoch 2017 | loss: 0.031251 | val_loss: 0.0312551 | Time: 1719.57 ms [2021-03-09 15:04:03 main:574] : INFO : Epoch 2018 | loss: 0.031252 | val_loss: 0.0312523 | Time: 1732.29 ms [2021-03-09 15:04:04 main:574] : INFO : Epoch 2019 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 1509.66 ms [2021-03-09 15:04:06 main:574] : INFO : Epoch 2020 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1594.15 ms [2021-03-09 15:04:08 main:574] : INFO : Epoch 2021 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1844.7 ms [2021-03-09 15:04:10 main:574] : INFO : Epoch 2022 | loss: 0.0312509 | val_loss: 0.0312541 | Time: 1888.74 ms [2021-03-09 15:04:12 main:574] : INFO : Epoch 2023 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2348.46 ms [2021-03-09 15:04:14 main:574] : INFO : Epoch 2024 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1735.41 ms [2021-03-09 15:04:15 main:574] : INFO : Epoch 2025 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1531.63 ms [2021-03-09 15:04:17 main:574] : INFO : Epoch 2026 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1893.27 ms [2021-03-09 15:04:19 main:574] : INFO : Epoch 2027 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1926.64 ms [2021-03-09 15:04:21 main:574] : INFO : Epoch 2028 | loss: 0.0312501 | val_loss: 0.031253 | Time: 1734.7 ms [2021-03-09 15:04:23 main:574] : INFO : Epoch 2029 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 1762.39 ms [2021-03-09 15:04:24 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1527.93 ms [2021-03-09 15:04:26 main:574] : INFO : Epoch 2031 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 1599.42 ms [2021-03-09 15:04:28 main:574] : INFO : Epoch 2032 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 1892.86 ms [2021-03-09 15:04:30 main:574] : INFO : Epoch 2033 | loss: 0.0312524 | val_loss: 0.0312559 | Time: 1898.81 ms [2021-03-09 15:04:32 main:574] : INFO : Epoch 2034 | loss: 0.031252 | val_loss: 0.0312489 | Time: 1894.28 ms [2021-03-09 15:04:33 main:574] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1840.29 ms [2021-03-09 15:04:35 main:574] : INFO : Epoch 2036 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1435.31 ms [2021-03-09 15:04:37 main:574] : INFO : Epoch 2037 | loss: 0.0312507 | val_loss: 0.0312558 | Time: 1860.2 ms [2021-03-09 15:04:39 main:574] : INFO : Epoch 2038 | loss: 0.0312527 | val_loss: 0.0312514 | Time: 1811.17 ms [2021-03-09 15:04:41 main:574] : INFO : Epoch 2039 | loss: 0.0312508 | val_loss: 0.0312495 | Time: 1915.55 ms [2021-03-09 15:04:42 main:574] : INFO : Epoch 2040 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1824.63 ms [2021-03-09 15:04:44 main:574] : INFO : Epoch 2041 | loss: 0.0312517 | val_loss: 0.0312534 | Time: 1722.81 ms [2021-03-09 15:04:46 main:574] : INFO : Epoch 2042 | loss: 0.0312513 | val_loss: 0.0312487 | Time: 1648.34 ms [2021-03-09 15:04:48 main:574] : INFO : Epoch 2043 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1781.53 ms [2021-03-09 15:04:49 main:574] : INFO : Epoch 2044 | loss: 0.0312514 | val_loss: 0.0312484 | Time: 1769.22 ms [2021-03-09 15:04:51 main:574] : INFO : Epoch 2045 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1745.6 ms [2021-03-09 15:04:53 main:574] : INFO : Epoch 2046 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1742.89 ms [2021-03-09 15:04:54 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1551.17 ms [2021-03-09 15:04:56 main:574] : INFO : Epoch 2048 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1548.4 ms [2021-03-09 15:04:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312483 [2021-03-09 15:04:56 main:603] : INFO : Saving end state to config to file [2021-03-09 15:04:56 main:608] : INFO : Success, exiting.. 15:04:56 (23016): 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)