Task 5137727
| Name | ParityModified-1619232159-2453-2_0 |
| Workunit | 3086330 |
| Created | 3 May 2021, 12:55:52 UTC |
| Sent | 13 May 2021, 6:44:58 UTC |
| Report deadline | 20 May 2021, 6:44:58 UTC |
| Received | 13 May 2021, 8:45:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 59 min 54 sec |
| CPU time | 59 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 47 main:574] : INFO : Epoch 1542 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1747.73 ms [2021-05-13 03:32:49 main:574] : INFO : Epoch 1543 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1742.04 ms [2021-05-13 03:32:50 main:574] : INFO : Epoch 1544 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1744.28 ms [2021-05-13 03:32:52 main:574] : INFO : Epoch 1545 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1740.99 ms [2021-05-13 03:32:54 main:574] : INFO : Epoch 1546 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1759.79 ms [2021-05-13 03:32:56 main:574] : INFO : Epoch 1547 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 1745.31 ms [2021-05-13 03:32:57 main:574] : INFO : Epoch 1548 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1744.18 ms [2021-05-13 03:32:59 main:574] : INFO : Epoch 1549 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1734.06 ms [2021-05-13 03:33:01 main:574] : INFO : Epoch 1550 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1752.95 ms [2021-05-13 03:33:03 main:574] : INFO : Epoch 1551 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1739.31 ms [2021-05-13 03:33:04 main:574] : INFO : Epoch 1552 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1735.43 ms [2021-05-13 03:33:06 main:574] : INFO : Epoch 1553 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1741.19 ms [2021-05-13 03:33:08 main:574] : INFO : Epoch 1554 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1751.9 ms [2021-05-13 03:33:10 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1747.25 ms [2021-05-13 03:33:11 main:574] : INFO : Epoch 1556 | loss: 0.0312494 | val_loss: 0.0312527 | Time: 1751.93 ms [2021-05-13 03:33:13 main:574] : INFO : Epoch 1557 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1736.21 ms [2021-05-13 03:33:15 main:574] : INFO : Epoch 1558 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1750.65 ms [2021-05-13 03:33:17 main:574] : INFO : Epoch 1559 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1759.37 ms [2021-05-13 03:33:18 main:574] : INFO : Epoch 1560 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1752.5 ms [2021-05-13 03:33:20 main:574] : INFO : Epoch 1561 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1745.5 ms [2021-05-13 03:33:22 main:574] : INFO : Epoch 1562 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1746.88 ms [2021-05-13 03:33:24 main:574] : INFO : Epoch 1563 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1739.6 ms [2021-05-13 03:33:25 main:574] : INFO : Epoch 1564 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1746.37 ms [2021-05-13 03:33:27 main:574] : INFO : Epoch 1565 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1731.07 ms [2021-05-13 03:33:29 main:574] : INFO : Epoch 1566 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1739.61 ms [2021-05-13 03:33:31 main:574] : INFO : Epoch 1567 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1744.83 ms [2021-05-13 03:33:32 main:574] : INFO : Epoch 1568 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1753.5 ms [2021-05-13 03:33:34 main:574] : INFO : Epoch 1569 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1751.7 ms [2021-05-13 03:33:36 main:574] : INFO : Epoch 1570 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 1757.54 ms [2021-05-13 03:33:38 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312486 | Time: 1754.89 ms [2021-05-13 03:33:39 main:574] : INFO : Epoch 1572 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1742.46 ms [2021-05-13 03:33:41 main:574] : INFO : Epoch 1573 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1753.69 ms [2021-05-13 03:33:43 main:574] : INFO : Epoch 1574 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1733.09 ms [2021-05-13 03:33:45 main:574] : INFO : Epoch 1575 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1747.01 ms [2021-05-13 03:33:46 main:574] : INFO : Epoch 1576 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1736.92 ms [2021-05-13 03:33:48 main:574] : INFO : Epoch 1577 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1742.22 ms [2021-05-13 03:33:50 main:574] : INFO : Epoch 1578 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1746.85 ms [2021-05-13 03:33:52 main:574] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.0312486 | Time: 1738.85 ms [2021-05-13 03:33:53 main:574] : INFO : Epoch 1580 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1759.08 ms [2021-05-13 03:33:55 main:574] : INFO : Epoch 1581 | loss: 0.03125 | val_loss: 0.0312538 | Time: 1736.66 ms [2021-05-13 03:33:57 main:574] : INFO : Epoch 1582 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1739.12 ms [2021-05-13 03:33:59 main:574] : INFO : Epoch 1583 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1740.59 ms [2021-05-13 03:34:00 main:574] : INFO : Epoch 1584 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1745.32 ms [2021-05-13 03:34:02 main:574] : INFO : Epoch 1585 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1751.51 ms [2021-05-13 03:34:04 main:574] : INFO : Epoch 1586 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1750.71 ms [2021-05-13 03:34:06 main:574] : INFO : Epoch 1587 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1749.87 ms [2021-05-13 03:34:07 main:574] : INFO : Epoch 1588 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1749.4 ms [2021-05-13 03:34:09 main:574] : INFO : Epoch 1589 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1735.65 ms [2021-05-13 03:34:11 main:574] : INFO : Epoch 1590 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1735.04 ms [2021-05-13 03:34:13 main:574] : INFO : Epoch 1591 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1749.98 ms [2021-05-13 03:34:14 main:574] : INFO : Epoch 1592 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1745.51 ms [2021-05-13 03:34:16 main:574] : INFO : Epoch 1593 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1742.6 ms [2021-05-13 03:34:18 main:574] : INFO : Epoch 1594 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1740.44 ms [2021-05-13 03:34:20 main:574] : INFO : Epoch 1595 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1742.47 ms [2021-05-13 03:34:21 main:574] : INFO : Epoch 1596 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1741.74 ms [2021-05-13 03:34:23 main:574] : INFO : Epoch 1597 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1754.59 ms [2021-05-13 03:34:25 main:574] : INFO : Epoch 1598 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1743.16 ms [2021-05-13 03:34:27 main:574] : INFO : Epoch 1599 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1742.93 ms [2021-05-13 03:34:28 main:574] : INFO : Epoch 1600 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1747.73 ms [2021-05-13 03:34:30 main:574] : INFO : Epoch 1601 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1753.48 ms [2021-05-13 03:34:32 main:574] : INFO : Epoch 1602 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1741.71 ms [2021-05-13 03:34:34 main:574] : INFO : Epoch 1603 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 1752.97 ms [2021-05-13 03:34:35 main:574] : INFO : Epoch 1604 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1743.73 ms [2021-05-13 03:34:37 main:574] : INFO : Epoch 1605 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1749.33 ms [2021-05-13 03:34:39 main:574] : INFO : Epoch 1606 | loss: 0.0312499 | val_loss: 0.0312537 | Time: 1736.99 ms [2021-05-13 03:34:41 main:574] : INFO : Epoch 1607 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1743.19 ms [2021-05-13 03:34:42 main:574] : INFO : Epoch 1608 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1742.64 ms [2021-05-13 03:34:44 main:574] : INFO : Epoch 1609 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1736.95 ms [2021-05-13 03:34:46 main:574] : INFO : Epoch 1610 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1738.99 ms [2021-05-13 03:34:48 main:574] : INFO : Epoch 1611 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1742.05 ms [2021-05-13 03:34:49 main:574] : INFO : Epoch 1612 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1742.35 ms [2021-05-13 03:34:51 main:574] : INFO : Epoch 1613 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 1751.92 ms [2021-05-13 03:34:53 main:574] : INFO : Epoch 1614 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1762.15 ms [2021-05-13 03:34:55 main:574] : INFO : Epoch 1615 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1747.54 ms [2021-05-13 03:34:56 main:574] : INFO : Epoch 1616 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1738.24 ms [2021-05-13 03:34:58 main:574] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1736.22 ms [2021-05-13 03:35:00 main:574] : INFO : Epoch 1618 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1752.57 ms [2021-05-13 03:35:02 main:574] : INFO : Epoch 1619 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1736.7 ms [2021-05-13 03:35:03 main:574] : INFO : Epoch 1620 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1741.86 ms [2021-05-13 03:35:05 main:574] : INFO : Epoch 1621 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 1744.77 ms [2021-05-13 03:35:07 main:574] : INFO : Epoch 1622 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1753.21 ms [2021-05-13 03:35:09 main:574] : INFO : Epoch 1623 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1747.15 ms [2021-05-13 03:35:10 main:574] : INFO : Epoch 1624 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1746.1 ms [2021-05-13 03:35:12 main:574] : INFO : Epoch 1625 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1747.9 ms [2021-05-13 03:35:14 main:574] : INFO : Epoch 1626 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1753.77 ms [2021-05-13 03:35:16 main:574] : INFO : Epoch 1627 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1759.31 ms [2021-05-13 03:35:17 main:574] : INFO : Epoch 1628 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 1745.52 ms [2021-05-13 03:35:19 main:574] : INFO : Epoch 1629 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1746.48 ms [2021-05-13 03:35:21 main:574] : INFO : Epoch 1630 | loss: 0.0312496 | val_loss: 0.0312548 | Time: 1742.45 ms [2021-05-13 03:35:23 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 1746.28 ms [2021-05-13 03:35:24 main:574] : INFO : Epoch 1632 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1763.79 ms [2021-05-13 03:35:26 main:574] : INFO : Epoch 1633 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1746.77 ms [2021-05-13 03:35:28 main:574] : INFO : Epoch 1634 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1751.43 ms [2021-05-13 03:35:30 main:574] : INFO : Epoch 1635 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1738.83 ms [2021-05-13 03:35:31 main:574] : INFO : Epoch 1636 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1753.68 ms [2021-05-13 03:35:33 main:574] : INFO : Epoch 1637 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1736.02 ms [2021-05-13 03:35:35 main:574] : INFO : Epoch 1638 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1739.6 ms [2021-05-13 03:35:37 main:574] : INFO : Epoch 1639 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1746.9 ms [2021-05-13 03:35:38 main:574] : INFO : Epoch 1640 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1747.63 ms [2021-05-13 03:35:40 main:574] : INFO : Epoch 1641 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1743.01 ms [2021-05-13 03:35:42 main:574] : INFO : Epoch 1642 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1747.91 ms [2021-05-13 03:35:44 main:574] : INFO : Epoch 1643 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1749.84 ms [2021-05-13 03:35:45 main:574] : INFO : Epoch 1644 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1750.86 ms [2021-05-13 03:35:47 main:574] : INFO : Epoch 1645 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1742.68 ms [2021-05-13 03:35:49 main:574] : INFO : Epoch 1646 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1757.94 ms [2021-05-13 03:35:51 main:574] : INFO : Epoch 1647 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1740.15 ms [2021-05-13 03:35:52 main:574] : INFO : Epoch 1648 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1760.59 ms [2021-05-13 03:35:54 main:574] : INFO : Epoch 1649 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1738.23 ms [2021-05-13 03:35:56 main:574] : INFO : Epoch 1650 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1758.18 ms [2021-05-13 03:35:58 main:574] : INFO : Epoch 1651 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1749.37 ms [2021-05-13 03:35:59 main:574] : INFO : Epoch 1652 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1749.64 ms [2021-05-13 03:36:01 main:574] : INFO : Epoch 1653 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1742.7 ms [2021-05-13 03:36:03 main:574] : INFO : Epoch 1654 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1755.45 ms [2021-05-13 03:36:05 main:574] : INFO : Epoch 1655 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1748.98 ms [2021-05-13 03:36:06 main:574] : INFO : Epoch 1656 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1735.49 ms [2021-05-13 03:36:08 main:574] : INFO : Epoch 1657 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1748.9 ms [2021-05-13 03:36:10 main:574] : INFO : Epoch 1658 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 1764.15 ms [2021-05-13 03:36:12 main:574] : INFO : Epoch 1659 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1745.3 ms [2021-05-13 03:36:13 main:574] : INFO : Epoch 1660 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1749.61 ms [2021-05-13 03:36:15 main:574] : INFO : Epoch 1661 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1763.78 ms [2021-05-13 03:36:17 main:574] : INFO : Epoch 1662 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1734.31 ms [2021-05-13 03:36:19 main:574] : INFO : Epoch 1663 | loss: 0.0312493 | val_loss: 0.0312533 | Time: 1756.18 ms [2021-05-13 03:36:20 main:574] : INFO : Epoch 1664 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1742.42 ms [2021-05-13 03:36:22 main:574] : INFO : Epoch 1665 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1747.13 ms [2021-05-13 03:36:24 main:574] : INFO : Epoch 1666 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1747.59 ms [2021-05-13 03:36:26 main:574] : INFO : Epoch 1667 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1747.69 ms [2021-05-13 03:36:27 main:574] : INFO : Epoch 1668 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1745.57 ms [2021-05-13 03:36:29 main:574] : INFO : Epoch 1669 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1735.35 ms [2021-05-13 03:36:31 main:574] : INFO : Epoch 1670 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1740.81 ms [2021-05-13 03:36:33 main:574] : INFO : Epoch 1671 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1752.61 ms [2021-05-13 03:36:34 main:574] : INFO : Epoch 1672 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1748.59 ms [2021-05-13 03:36:36 main:574] : INFO : Epoch 1673 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1748.41 ms [2021-05-13 03:36:38 main:574] : INFO : Epoch 1674 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1754.2 ms [2021-05-13 03:36:40 main:574] : INFO : Epoch 1675 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1753.47 ms [2021-05-13 03:36:41 main:574] : INFO : Epoch 1676 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1746.5 ms [2021-05-13 03:36:43 main:574] : INFO : Epoch 1677 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1747.72 ms [2021-05-13 03:36:45 main:574] : INFO : Epoch 1678 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1747.9 ms [2021-05-13 03:36:47 main:574] : INFO : Epoch 1679 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1747.05 ms [2021-05-13 03:36:48 main:574] : INFO : Epoch 1680 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1748.45 ms [2021-05-13 03:36:50 main:574] : INFO : Epoch 1681 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 1741.52 ms [2021-05-13 03:36:52 main:574] : INFO : Epoch 1682 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1738.38 ms [2021-05-13 03:36:54 main:574] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1743.64 ms [2021-05-13 03:36:55 main:574] : INFO : Epoch 1684 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1755.46 ms [2021-05-13 03:36:57 main:574] : INFO : Epoch 1685 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1751.78 ms [2021-05-13 03:36:59 main:574] : INFO : Epoch 1686 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1748.74 ms [2021-05-13 03:37:01 main:574] : INFO : Epoch 1687 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1734.65 ms [2021-05-13 03:37:02 main:574] : INFO : Epoch 1688 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1735.97 ms [2021-05-13 03:37:04 main:574] : INFO : Epoch 1689 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1742.95 ms [2021-05-13 03:37:06 main:574] : INFO : Epoch 1690 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1738.99 ms [2021-05-13 03:37:08 main:574] : INFO : Epoch 1691 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1739.47 ms [2021-05-13 03:37:09 main:574] : INFO : Epoch 1692 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1745.28 ms [2021-05-13 03:37:11 main:574] : INFO : Epoch 1693 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1750.52 ms [2021-05-13 03:37:13 main:574] : INFO : Epoch 1694 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1747.31 ms [2021-05-13 03:37:15 main:574] : INFO : Epoch 1695 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1753.7 ms [2021-05-13 03:37:16 main:574] : INFO : Epoch 1696 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1747.82 ms [2021-05-13 03:37:18 main:574] : INFO : Epoch 1697 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1758.98 ms [2021-05-13 03:37:20 main:574] : INFO : Epoch 1698 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1760.5 ms [2021-05-13 03:37:22 main:574] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1730.32 ms [2021-05-13 03:37:24 main:574] : INFO : Epoch 1700 | loss: 0.0312486 | val_loss: 0.0312509 | Time: 1758.79 ms [2021-05-13 03:37:25 main:574] : INFO : Epoch 1701 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1739.72 ms [2021-05-13 03:37:27 main:574] : INFO : Epoch 1702 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1748.56 ms [2021-05-13 03:37:29 main:574] : INFO : Epoch 1703 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1754.59 ms [2021-05-13 03:37:31 main:574] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1750.37 ms [2021-05-13 03:37:32 main:574] : INFO : Epoch 1705 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1735.22 ms [2021-05-13 03:37:34 main:574] : INFO : Epoch 1706 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1762.79 ms [2021-05-13 03:37:36 main:574] : INFO : Epoch 1707 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1754.67 ms [2021-05-13 03:37:38 main:574] : INFO : Epoch 1708 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1747.63 ms [2021-05-13 03:37:39 main:574] : INFO : Epoch 1709 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1751.99 ms [2021-05-13 03:37:41 main:574] : INFO : Epoch 1710 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1751.27 ms [2021-05-13 03:37:43 main:574] : INFO : Epoch 1711 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1735.45 ms [2021-05-13 03:37:45 main:574] : INFO : Epoch 1712 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1741.14 ms [2021-05-13 03:37:46 main:574] : INFO : Epoch 1713 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1756.22 ms [2021-05-13 03:37:48 main:574] : INFO : Epoch 1714 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1749.4 ms [2021-05-13 03:37:50 main:574] : INFO : Epoch 1715 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1755.4 ms [2021-05-13 03:37:52 main:574] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.0312539 | Time: 1742.73 ms [2021-05-13 03:37:53 main:574] : INFO : Epoch 1717 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 1755.41 ms [2021-05-13 03:37:55 main:574] : INFO : Epoch 1718 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1740.96 ms [2021-05-13 03:37:57 main:574] : INFO : Epoch 1719 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1740.72 ms [2021-05-13 03:37:59 main:574] : INFO : Epoch 1720 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1750.32 ms [2021-05-13 03:38:00 main:574] : INFO : Epoch 1721 | loss: 0.031249 | val_loss: 0.0312523 | Time: 1739.39 ms [2021-05-13 03:38:02 main:574] : INFO : Epoch 1722 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1744.84 ms [2021-05-13 03:38:04 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1752.62 ms [2021-05-13 03:38:06 main:574] : INFO : Epoch 1724 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1744.66 ms [2021-05-13 03:38:07 main:574] : INFO : Epoch 1725 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1746.97 ms [2021-05-13 03:38:09 main:574] : INFO : Epoch 1726 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1747.61 ms [2021-05-13 03:38:11 main:574] : INFO : Epoch 1727 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1750.98 ms [2021-05-13 03:38:13 main:574] : INFO : Epoch 1728 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1748.29 ms [2021-05-13 03:38:14 main:574] : INFO : Epoch 1729 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1739.14 ms [2021-05-13 03:38:16 main:574] : INFO : Epoch 1730 | loss: 0.0312484 | val_loss: 0.031249 | Time: 1745.08 ms [2021-05-13 03:38:18 main:574] : INFO : Epoch 1731 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1748.4 ms [2021-05-13 03:38:20 main:574] : INFO : Epoch 1732 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1742.79 ms [2021-05-13 03:38:21 main:574] : INFO : Epoch 1733 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1737.61 ms [2021-05-13 03:38:23 main:574] : INFO : Epoch 1734 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1746.75 ms [2021-05-13 03:38:25 main:574] : INFO : Epoch 1735 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1740.19 ms [2021-05-13 03:38:27 main:574] : INFO : Epoch 1736 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1749.34 ms [2021-05-13 03:38:28 main:574] : INFO : Epoch 1737 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1745.56 ms [2021-05-13 03:38:30 main:574] : INFO : Epoch 1738 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1747.18 ms [2021-05-13 03:38:32 main:574] : INFO : Epoch 1739 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1739.17 ms [2021-05-13 03:38:34 main:574] : INFO : Epoch 1740 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1751.97 ms [2021-05-13 03:38:35 main:574] : INFO : Epoch 1741 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1746.64 ms [2021-05-13 03:38:37 main:574] : INFO : Epoch 1742 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1742.77 ms [2021-05-13 03:38:39 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1736.67 ms [2021-05-13 03:38:41 main:574] : INFO : Epoch 1744 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1736.62 ms [2021-05-13 03:38:42 main:574] : INFO : Epoch 1745 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1743.8 ms [2021-05-13 03:38:44 main:574] : INFO : Epoch 1746 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1737.82 ms [2021-05-13 03:38:46 main:574] : INFO : Epoch 1747 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1732.24 ms [2021-05-13 03:38:48 main:574] : INFO : Epoch 1748 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1740.42 ms [2021-05-13 03:38:49 main:574] : INFO : Epoch 1749 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1746.14 ms [2021-05-13 03:38:51 main:574] : INFO : Epoch 1750 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1751.78 ms [2021-05-13 03:38:53 main:574] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1744.13 ms [2021-05-13 03:38:55 main:574] : INFO : Epoch 1752 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1743.24 ms [2021-05-13 03:38:56 main:574] : INFO : Epoch 1753 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1751.81 ms [2021-05-13 03:38:58 main:574] : INFO : Epoch 1754 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1746.5 ms [2021-05-13 03:39:00 main:574] : INFO : Epoch 1755 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1760.46 ms [2021-05-13 03:39:02 main:574] : INFO : Epoch 1756 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1746.13 ms [2021-05-13 03:39:03 main:574] : INFO : Epoch 1757 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1732.66 ms [2021-05-13 03:39:05 main:574] : INFO : Epoch 1758 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1731.28 ms [2021-05-13 03:39:07 main:574] : INFO : Epoch 1759 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1740.9 ms [2021-05-13 03:39:09 main:574] : INFO : Epoch 1760 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1730.33 ms [2021-05-13 03:39:10 main:574] : INFO : Epoch 1761 | loss: 0.031249 | val_loss: 0.031249 | Time: 1747.2 ms [2021-05-13 03:39:12 main:574] : INFO : Epoch 1762 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1738.56 ms [2021-05-13 03:39:14 main:574] : INFO : Epoch 1763 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1745.98 ms [2021-05-13 03:39:16 main:574] : INFO : Epoch 1764 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1742.35 ms [2021-05-13 03:39:17 main:574] : INFO : Epoch 1765 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1747.71 ms [2021-05-13 03:39:19 main:574] : INFO : Epoch 1766 | loss: 0.0312488 | val_loss: 0.0312527 | Time: 1751.82 ms [2021-05-13 03:39:21 main:574] : INFO : Epoch 1767 | loss: 0.0312502 | val_loss: 0.0312486 | Time: 1739.44 ms [2021-05-13 03:39:23 main:574] : INFO : Epoch 1768 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1739.59 ms [2021-05-13 03:39:24 main:574] : INFO : Epoch 1769 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1739.83 ms [2021-05-13 03:39:26 main:574] : INFO : Epoch 1770 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1756.99 ms [2021-05-13 03:39:28 main:574] : INFO : Epoch 1771 | loss: 0.031249 | val_loss: 0.031249 | Time: 1753.94 ms [2021-05-13 03:39:30 main:574] : INFO : Epoch 1772 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1741.6 ms [2021-05-13 03:39:31 main:574] : INFO : Epoch 1773 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1741.69 ms [2021-05-13 03:39:33 main:574] : INFO : Epoch 1774 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1741.73 ms [2021-05-13 03:39:35 main:574] : INFO : Epoch 1775 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1739.38 ms [2021-05-13 03:39:36 main:574] : INFO : Epoch 1776 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1733.42 ms [2021-05-13 03:39:38 main:574] : INFO : Epoch 1777 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1756.37 ms [2021-05-13 03:39:40 main:574] : INFO : Epoch 1778 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1740.83 ms [2021-05-13 03:39:42 main:574] : INFO : Epoch 1779 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1750.27 ms [2021-05-13 03:39:44 main:574] : INFO : Epoch 1780 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1742.08 ms [2021-05-13 03:39:45 main:574] : INFO : Epoch 1781 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1742.4 ms [2021-05-13 03:39:47 main:574] : INFO : Epoch 1782 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1745.68 ms [2021-05-13 03:39:49 main:574] : INFO : Epoch 1783 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1749.5 ms [2021-05-13 03:39:51 main:574] : INFO : Epoch 1784 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1744.72 ms [2021-05-13 03:39:52 main:574] : INFO : Epoch 1785 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1745.21 ms [2021-05-13 03:39:54 main:574] : INFO : Epoch 1786 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1743.13 ms [2021-05-13 03:39:56 main:574] : INFO : Epoch 1787 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1747.73 ms [2021-05-13 03:39:57 main:574] : INFO : Epoch 1788 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1733.35 ms [2021-05-13 03:39:59 main:574] : INFO : Epoch 1789 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1745.7 ms [2021-05-13 03:40:01 main:574] : INFO : Epoch 1790 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 1752.38 ms [2021-05-13 03:40:03 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 1750.1 ms [2021-05-13 03:40:05 main:574] : INFO : Epoch 1792 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1745.5 ms [2021-05-13 03:40:06 main:574] : INFO : Epoch 1793 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1752.05 ms [2021-05-13 03:40:08 main:574] : INFO : Epoch 1794 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 1735.86 ms [2021-05-13 03:40:10 main:574] : INFO : Epoch 1795 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1745.04 ms [2021-05-13 03:40:11 main:574] : INFO : Epoch 1796 | loss: 0.03125 | val_loss: 0.031252 | Time: 1742.55 ms [2021-05-13 03:40:13 main:574] : INFO : Epoch 1797 | loss: 0.0312508 | val_loss: 0.0312495 | Time: 1749.86 ms [2021-05-13 03:40:15 main:574] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1753.71 ms [2021-05-13 03:40:17 main:574] : INFO : Epoch 1799 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1744.52 ms [2021-05-13 03:40:18 main:574] : INFO : Epoch 1800 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1737.81 ms [2021-05-13 03:40:20 main:574] : INFO : Epoch 1801 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1742.05 ms [2021-05-13 03:40:22 main:574] : INFO : Epoch 1802 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1738.64 ms [2021-05-13 03:40:24 main:574] : INFO : Epoch 1803 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1744.13 ms [2021-05-13 03:40:25 main:574] : INFO : Epoch 1804 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1746.42 ms [2021-05-13 03:40:27 main:574] : INFO : Epoch 1805 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1739.93 ms [2021-05-13 03:40:29 main:574] : INFO : Epoch 1806 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1747 ms [2021-05-13 03:40:31 main:574] : INFO : Epoch 1807 | loss: 0.0312489 | val_loss: 0.031255 | Time: 1742.89 ms [2021-05-13 03:40:33 main:574] : INFO : Epoch 1808 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1758.44 ms [2021-05-13 03:40:34 main:574] : INFO : Epoch 1809 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1744.81 ms [2021-05-13 03:40:36 main:574] : INFO : Epoch 1810 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1750.22 ms [2021-05-13 03:40:38 main:574] : INFO : Epoch 1811 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1748.13 ms [2021-05-13 03:40:40 main:574] : INFO : Epoch 1812 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1746.55 ms [2021-05-13 03:40:41 main:574] : INFO : Epoch 1813 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1751.44 ms [2021-05-13 03:40:43 main:574] : INFO : Epoch 1814 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1760.02 ms [2021-05-13 03:40:45 main:574] : INFO : Epoch 1815 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1751.11 ms [2021-05-13 03:40:47 main:574] : INFO : Epoch 1816 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1749.35 ms [2021-05-13 03:40:48 main:574] : INFO : Epoch 1817 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1758.26 ms [2021-05-13 03:40:50 main:574] : INFO : Epoch 1818 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1755.41 ms [2021-05-13 03:40:52 main:574] : INFO : Epoch 1819 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1755.26 ms [2021-05-13 03:40:54 main:574] : INFO : Epoch 1820 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1748.46 ms [2021-05-13 03:40:55 main:574] : INFO : Epoch 1821 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1740.32 ms [2021-05-13 03:40:57 main:574] : INFO : Epoch 1822 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1745.14 ms [2021-05-13 03:40:59 main:574] : INFO : Epoch 1823 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1751.98 ms [2021-05-13 03:41:01 main:574] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1750.9 ms [2021-05-13 03:41:02 main:574] : INFO : Epoch 1825 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1751.07 ms [2021-05-13 03:41:04 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1741.68 ms [2021-05-13 03:41:06 main:574] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.0312488 | Time: 1742.22 ms [2021-05-13 03:41:08 main:574] : INFO : Epoch 1828 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1744.63 ms [2021-05-13 03:41:09 main:574] : INFO : Epoch 1829 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1743.97 ms [2021-05-13 03:41:11 main:574] : INFO : Epoch 1830 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1731.83 ms [2021-05-13 03:41:13 main:574] : INFO : Epoch 1831 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1739.71 ms [2021-05-13 03:41:15 main:574] : INFO : Epoch 1832 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1749.71 ms [2021-05-13 03:41:16 main:574] : INFO : Epoch 1833 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1753.94 ms [2021-05-13 03:41:18 main:574] : INFO : Epoch 1834 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1739.34 ms [2021-05-13 03:41:20 main:574] : INFO : Epoch 1835 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1757.45 ms [2021-05-13 03:41:22 main:574] : INFO : Epoch 1836 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1745.36 ms [2021-05-13 03:41:23 main:574] : INFO : Epoch 1837 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1749.33 ms [2021-05-13 03:41:25 main:574] : INFO : Epoch 1838 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1736.59 ms [2021-05-13 03:41:27 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 1756.32 ms [2021-05-13 03:41:29 main:574] : INFO : Epoch 1840 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1741.29 ms [2021-05-13 03:41:30 main:574] : INFO : Epoch 1841 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1752.07 ms [2021-05-13 03:41:32 main:574] : INFO : Epoch 1842 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1754.7 ms [2021-05-13 03:41:34 main:574] : INFO : Epoch 1843 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1746.17 ms [2021-05-13 03:41:36 main:574] : INFO : Epoch 1844 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1741.52 ms [2021-05-13 03:41:37 main:574] : INFO : Epoch 1845 | loss: 0.0312493 | val_loss: 0.0312527 | Time: 1733.68 ms [2021-05-13 03:41:39 main:574] : INFO : Epoch 1846 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 1748.99 ms [2021-05-13 03:41:41 main:574] : INFO : Epoch 1847 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 1747.49 ms [2021-05-13 03:41:43 main:574] : INFO : Epoch 1848 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 1747.58 ms [2021-05-13 03:41:44 main:574] : INFO : Epoch 1849 | loss: 0.031251 | val_loss: 0.0312492 | Time: 1752.43 ms [2021-05-13 03:41:46 main:574] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1741.05 ms [2021-05-13 03:41:48 main:574] : INFO : Epoch 1851 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1733.56 ms [2021-05-13 03:41:50 main:574] : INFO : Epoch 1852 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1746.33 ms [2021-05-13 03:41:51 main:574] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1753.1 ms [2021-05-13 03:41:53 main:574] : INFO : Epoch 1854 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 1758.96 ms [2021-05-13 03:41:55 main:574] : INFO : Epoch 1855 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1750.74 ms [2021-05-13 03:41:57 main:574] : INFO : Epoch 1856 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1738.49 ms [2021-05-13 03:41:58 main:574] : INFO : Epoch 1857 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1745.21 ms [2021-05-13 03:42:00 main:574] : INFO : Epoch 1858 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1748.53 ms [2021-05-13 03:42:02 main:574] : INFO : Epoch 1859 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1737.34 ms [2021-05-13 03:42:04 main:574] : INFO : Epoch 1860 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1747.97 ms [2021-05-13 03:42:05 main:574] : INFO : Epoch 1861 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1746.89 ms [2021-05-13 03:42:07 main:574] : INFO : Epoch 1862 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1755.92 ms [2021-05-13 03:42:09 main:574] : INFO : Epoch 1863 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1746.17 ms [2021-05-13 03:42:11 main:574] : INFO : Epoch 1864 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1757.19 ms [2021-05-13 03:42:12 main:574] : INFO : Epoch 1865 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1725.43 ms [2021-05-13 03:42:14 main:574] : INFO : Epoch 1866 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1746.86 ms [2021-05-13 03:42:16 main:574] : INFO : Epoch 1867 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1747.42 ms [2021-05-13 03:42:18 main:574] : INFO : Epoch 1868 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1741.55 ms [2021-05-13 03:42:19 main:574] : INFO : Epoch 1869 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1751.3 ms [2021-05-13 03:42:21 main:574] : INFO : Epoch 1870 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1754.84 ms [2021-05-13 03:42:23 main:574] : INFO : Epoch 1871 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1755.41 ms [2021-05-13 03:42:25 main:574] : INFO : Epoch 1872 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1754.21 ms [2021-05-13 03:42:26 main:574] : INFO : Epoch 1873 | loss: 0.0312493 | val_loss: 0.0312524 | Time: 1752.76 ms [2021-05-13 03:42:28 main:574] : INFO : Epoch 1874 | loss: 0.0312509 | val_loss: 0.0312491 | Time: 1751.88 ms [2021-05-13 03:42:30 main:574] : INFO : Epoch 1875 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1742.29 ms [2021-05-13 03:42:32 main:574] : INFO : Epoch 1876 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1752.29 ms [2021-05-13 03:42:33 main:574] : INFO : Epoch 1877 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1764.68 ms [2021-05-13 03:42:35 main:574] : INFO : Epoch 1878 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1747.12 ms [2021-05-13 03:42:37 main:574] : INFO : Epoch 1879 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1735.35 ms [2021-05-13 03:42:39 main:574] : INFO : Epoch 1880 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1738.21 ms [2021-05-13 03:42:40 main:574] : INFO : Epoch 1881 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1750.66 ms [2021-05-13 03:42:42 main:574] : INFO : Epoch 1882 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1731.39 ms [2021-05-13 03:42:44 main:574] : INFO : Epoch 1883 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1750.6 ms [2021-05-13 03:42:46 main:574] : INFO : Epoch 1884 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1750.39 ms [2021-05-13 03:42:47 main:574] : INFO : Epoch 1885 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 1749.99 ms [2021-05-13 03:42:49 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1751.26 ms [2021-05-13 03:42:51 main:574] : INFO : Epoch 1887 | loss: 0.0312496 | val_loss: 0.0312534 | Time: 1742.83 ms [2021-05-13 03:42:53 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.031254 | Time: 1748.91 ms [2021-05-13 03:42:54 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1735.07 ms [2021-05-13 03:42:56 main:574] : INFO : Epoch 1890 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1747.39 ms [2021-05-13 03:42:58 main:574] : INFO : Epoch 1891 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1750.29 ms [2021-05-13 03:43:00 main:574] : INFO : Epoch 1892 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1751.88 ms [2021-05-13 03:43:01 main:574] : INFO : Epoch 1893 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1750.64 ms [2021-05-13 03:43:03 main:574] : INFO : Epoch 1894 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1749.44 ms [2021-05-13 03:43:05 main:574] : INFO : Epoch 1895 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1740.76 ms [2021-05-13 03:43:07 main:574] : INFO : Epoch 1896 | loss: 0.0312485 | val_loss: 0.031251 | Time: 1755.14 ms [2021-05-13 03:43:08 main:574] : INFO : Epoch 1897 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1750.32 ms [2021-05-13 03:43:10 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1744.32 ms [2021-05-13 03:43:12 main:574] : INFO : Epoch 1899 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1758.92 ms [2021-05-13 03:43:14 main:574] : INFO : Epoch 1900 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1742.04 ms [2021-05-13 03:43:15 main:574] : INFO : Epoch 1901 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1750 ms [2021-05-13 03:43:17 main:574] : INFO : Epoch 1902 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1758.35 ms [2021-05-13 03:43:19 main:574] : INFO : Epoch 1903 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1748.12 ms [2021-05-13 03:43:21 main:574] : INFO : Epoch 1904 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1747.06 ms [2021-05-13 03:43:22 main:574] : INFO : Epoch 1905 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1745.85 ms [2021-05-13 03:43:24 main:574] : INFO : Epoch 1906 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1743.96 ms [2021-05-13 03:43:26 main:574] : INFO : Epoch 1907 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1747.18 ms [2021-05-13 03:43:28 main:574] : INFO : Epoch 1908 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1739.91 ms [2021-05-13 03:43:29 main:574] : INFO : Epoch 1909 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1735.84 ms [2021-05-13 03:43:31 main:574] : INFO : Epoch 1910 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1758.63 ms [2021-05-13 03:43:33 main:574] : INFO : Epoch 1911 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1748.91 ms [2021-05-13 03:43:35 main:574] : INFO : Epoch 1912 | loss: 0.0312498 | val_loss: 0.0312561 | Time: 1739.72 ms [2021-05-13 03:43:36 main:574] : INFO : Epoch 1913 | loss: 0.0312646 | val_loss: 0.0312571 | Time: 1731.85 ms [2021-05-13 03:43:38 main:574] : INFO : Epoch 1914 | loss: 0.0312519 | val_loss: 0.0312496 | Time: 1762.63 ms [2021-05-13 03:43:40 main:574] : INFO : Epoch 1915 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1756.4 ms [2021-05-13 03:43:42 main:574] : INFO : Epoch 1916 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1738.16 ms [2021-05-13 03:43:43 main:574] : INFO : Epoch 1917 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1744.07 ms [2021-05-13 03:43:45 main:574] : INFO : Epoch 1918 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1751.31 ms [2021-05-13 03:43:47 main:574] : INFO : Epoch 1919 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1759.07 ms [2021-05-13 03:43:49 main:574] : INFO : Epoch 1920 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1748.17 ms [2021-05-13 03:43:51 main:574] : INFO : Epoch 1921 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1740.92 ms [2021-05-13 03:43:52 main:574] : INFO : Epoch 1922 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1742.61 ms [2021-05-13 03:43:54 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1746.16 ms [2021-05-13 03:43:56 main:574] : INFO : Epoch 1924 | loss: 0.0312487 | val_loss: 0.0312508 | Time: 1747.97 ms [2021-05-13 03:43:58 main:574] : INFO : Epoch 1925 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1749.74 ms [2021-05-13 03:43:59 main:574] : INFO : Epoch 1926 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1751.07 ms [2021-05-13 03:44:01 main:574] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1748.74 ms [2021-05-13 03:44:03 main:574] : INFO : Epoch 1928 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 1742.16 ms [2021-05-13 03:44:05 main:574] : INFO : Epoch 1929 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1740.99 ms [2021-05-13 03:44:06 main:574] : INFO : Epoch 1930 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1745.21 ms [2021-05-13 03:44:08 main:574] : INFO : Epoch 1931 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1736.73 ms [2021-05-13 03:44:10 main:574] : INFO : Epoch 1932 | loss: 0.0312487 | val_loss: 0.031251 | Time: 1745.9 ms [2021-05-13 03:44:12 main:574] : INFO : Epoch 1933 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1756.05 ms [2021-05-13 03:44:13 main:574] : INFO : Epoch 1934 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1740.67 ms [2021-05-13 03:44:15 main:574] : INFO : Epoch 1935 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1747.89 ms [2021-05-13 03:44:17 main:574] : INFO : Epoch 1936 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1739.38 ms [2021-05-13 03:44:19 main:574] : INFO : Epoch 1937 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1745.81 ms [2021-05-13 03:44:20 main:574] : INFO : Epoch 1938 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1752.63 ms [2021-05-13 03:44:22 main:574] : INFO : Epoch 1939 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1745.18 ms [2021-05-13 03:44:24 main:574] : INFO : Epoch 1940 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1740.08 ms [2021-05-13 03:44:26 main:574] : INFO : Epoch 1941 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1757.1 ms [2021-05-13 03:44:27 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.03125 | Time: 1741.21 ms [2021-05-13 03:44:29 main:574] : INFO : Epoch 1943 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 1741.38 ms [2021-05-13 03:44:31 main:574] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312487 | Time: 1740.85 ms [2021-05-13 03:44:33 main:574] : INFO : Epoch 1945 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1747.23 ms [2021-05-13 03:44:34 main:574] : INFO : Epoch 1946 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1751.67 ms [2021-05-13 03:44:36 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1742.14 ms [2021-05-13 03:44:38 main:574] : INFO : Epoch 1948 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1750.23 ms [2021-05-13 03:44:40 main:574] : INFO : Epoch 1949 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1741.01 ms [2021-05-13 03:44:41 main:574] : INFO : Epoch 1950 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1751.14 ms [2021-05-13 03:44:43 main:574] : INFO : Epoch 1951 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1740.34 ms [2021-05-13 03:44:45 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1746.4 ms [2021-05-13 03:44:47 main:574] : INFO : Epoch 1953 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1757.9 ms [2021-05-13 03:44:48 main:574] : INFO : Epoch 1954 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1742.97 ms [2021-05-13 03:44:50 main:574] : INFO : Epoch 1955 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1740.85 ms [2021-05-13 03:44:52 main:574] : INFO : Epoch 1956 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1751.02 ms [2021-05-13 03:44:54 main:574] : INFO : Epoch 1957 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1740.36 ms [2021-05-13 03:44:55 main:574] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1744.62 ms [2021-05-13 03:44:57 main:574] : INFO : Epoch 1959 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1759.43 ms [2021-05-13 03:44:59 main:574] : INFO : Epoch 1960 | loss: 0.0312489 | val_loss: 0.0312543 | Time: 1757.08 ms [2021-05-13 03:45:01 main:574] : INFO : Epoch 1961 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1745.3 ms [2021-05-13 03:45:02 main:574] : INFO : Epoch 1962 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 1756.52 ms [2021-05-13 03:45:04 main:574] : INFO : Epoch 1963 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1743.78 ms [2021-05-13 03:45:06 main:574] : INFO : Epoch 1964 | loss: 0.031249 | val_loss: 0.03125 | Time: 1745.1 ms [2021-05-13 03:45:08 main:574] : INFO : Epoch 1965 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1739.09 ms [2021-05-13 03:45:09 main:574] : INFO : Epoch 1966 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1741.88 ms [2021-05-13 03:45:11 main:574] : INFO : Epoch 1967 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1744.95 ms [2021-05-13 03:45:13 main:574] : INFO : Epoch 1968 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1736.12 ms [2021-05-13 03:45:15 main:574] : INFO : Epoch 1969 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1745.56 ms [2021-05-13 03:45:16 main:574] : INFO : Epoch 1970 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1746.12 ms [2021-05-13 03:45:18 main:574] : INFO : Epoch 1971 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1744.6 ms [2021-05-13 03:45:20 main:574] : INFO : Epoch 1972 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1740.89 ms [2021-05-13 03:45:22 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1742.03 ms [2021-05-13 03:45:23 main:574] : INFO : Epoch 1974 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1738.47 ms [2021-05-13 03:45:25 main:574] : INFO : Epoch 1975 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1745.49 ms [2021-05-13 03:45:27 main:574] : INFO : Epoch 1976 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1753.62 ms [2021-05-13 03:45:29 main:574] : INFO : Epoch 1977 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1750.57 ms [2021-05-13 03:45:30 main:574] : INFO : Epoch 1978 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1750.68 ms [2021-05-13 03:45:32 main:574] : INFO : Epoch 1979 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1746.04 ms [2021-05-13 03:45:34 main:574] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1740.64 ms [2021-05-13 03:45:36 main:574] : INFO : Epoch 1981 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1745.67 ms [2021-05-13 03:45:37 main:574] : INFO : Epoch 1982 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1752.32 ms [2021-05-13 03:45:39 main:574] : INFO : Epoch 1983 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1738.81 ms [2021-05-13 03:45:41 main:574] : INFO : Epoch 1984 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1740.44 ms [2021-05-13 03:45:43 main:574] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1751.17 ms [2021-05-13 03:45:44 main:574] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1750.57 ms [2021-05-13 03:45:46 main:574] : INFO : Epoch 1987 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1747.82 ms [2021-05-13 03:45:48 main:574] : INFO : Epoch 1988 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1733.84 ms [2021-05-13 03:45:50 main:574] : INFO : Epoch 1989 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1750.03 ms [2021-05-13 03:45:51 main:574] : INFO : Epoch 1990 | loss: 0.0312516 | val_loss: 0.0312536 | Time: 1752.39 ms [2021-05-13 03:45:53 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 1745.91 ms [2021-05-13 03:45:55 main:574] : INFO : Epoch 1992 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1738.69 ms [2021-05-13 03:45:57 main:574] : INFO : Epoch 1993 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1743.09 ms [2021-05-13 03:45:58 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1741.89 ms [2021-05-13 03:46:00 main:574] : INFO : Epoch 1995 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1744.37 ms [2021-05-13 03:46:02 main:574] : INFO : Epoch 1996 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1743.81 ms [2021-05-13 03:46:04 main:574] : INFO : Epoch 1997 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1748.14 ms [2021-05-13 03:46:05 main:574] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1746.43 ms [2021-05-13 03:46:07 main:574] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1740.68 ms [2021-05-13 03:46:09 main:574] : INFO : Epoch 2000 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 1746.75 ms [2021-05-13 03:46:11 main:574] : INFO : Epoch 2001 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1764.82 ms [2021-05-13 03:46:12 main:574] : INFO : Epoch 2002 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 1754.17 ms [2021-05-13 03:46:14 main:574] : INFO : Epoch 2003 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1740.62 ms [2021-05-13 03:46:16 main:574] : INFO : Epoch 2004 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1737.78 ms [2021-05-13 03:46:18 main:574] : INFO : Epoch 2005 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1743.38 ms [2021-05-13 03:46:19 main:574] : INFO : Epoch 2006 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1737.76 ms [2021-05-13 03:46:21 main:574] : INFO : Epoch 2007 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1733.62 ms [2021-05-13 03:46:23 main:574] : INFO : Epoch 2008 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1744.31 ms [2021-05-13 03:46:25 main:574] : INFO : Epoch 2009 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1748 ms [2021-05-13 03:46:26 main:574] : INFO : Epoch 2010 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1741.07 ms [2021-05-13 03:46:28 main:574] : INFO : Epoch 2011 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1740.14 ms [2021-05-13 03:46:30 main:574] : INFO : Epoch 2012 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1741.79 ms [2021-05-13 03:46:32 main:574] : INFO : Epoch 2013 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1741.38 ms [2021-05-13 03:46:33 main:574] : INFO : Epoch 2014 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1732.99 ms [2021-05-13 03:46:35 main:574] : INFO : Epoch 2015 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1739.34 ms [2021-05-13 03:46:37 main:574] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1755.66 ms [2021-05-13 03:46:39 main:574] : INFO : Epoch 2017 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1748.37 ms [2021-05-13 03:46:40 main:574] : INFO : Epoch 2018 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1746.67 ms [2021-05-13 03:46:42 main:574] : INFO : Epoch 2019 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1739.34 ms [2021-05-13 03:46:44 main:574] : INFO : Epoch 2020 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 1754.63 ms [2021-05-13 03:46:46 main:574] : INFO : Epoch 2021 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1747.93 ms [2021-05-13 03:46:47 main:574] : INFO : Epoch 2022 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1750.45 ms [2021-05-13 03:46:49 main:574] : INFO : Epoch 2023 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1751.59 ms [2021-05-13 03:46:51 main:574] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1747.31 ms [2021-05-13 03:46:53 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1750.13 ms [2021-05-13 03:46:54 main:574] : INFO : Epoch 2026 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1742.62 ms [2021-05-13 03:46:56 main:574] : INFO : Epoch 2027 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1744.8 ms [2021-05-13 03:46:58 main:574] : INFO : Epoch 2028 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1738.4 ms [2021-05-13 03:47:00 main:574] : INFO : Epoch 2029 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 1745.85 ms [2021-05-13 03:47:01 main:574] : INFO : Epoch 2030 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1742.41 ms [2021-05-13 03:47:03 main:574] : INFO : Epoch 2031 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1748.23 ms [2021-05-13 03:47:05 main:574] : INFO : Epoch 2032 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1735.63 ms [2021-05-13 03:47:07 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312552 | Time: 1751.54 ms [2021-05-13 03:47:08 main:574] : INFO : Epoch 2034 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1744.42 ms [2021-05-13 03:47:10 main:574] : INFO : Epoch 2035 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1740.87 ms [2021-05-13 03:47:12 main:574] : INFO : Epoch 2036 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1739.75 ms [2021-05-13 03:47:14 main:574] : INFO : Epoch 2037 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1746.71 ms [2021-05-13 03:47:15 main:574] : INFO : Epoch 2038 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1739.23 ms [2021-05-13 03:47:17 main:574] : INFO : Epoch 2039 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1752.96 ms [2021-05-13 03:47:19 main:574] : INFO : Epoch 2040 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1754.49 ms [2021-05-13 03:47:21 main:574] : INFO : Epoch 2041 | loss: 0.0312527 | val_loss: 0.0312508 | Time: 1742.42 ms [2021-05-13 03:47:22 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1735.74 ms [2021-05-13 03:47:24 main:574] : INFO : Epoch 2043 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1741.66 ms [2021-05-13 03:47:26 main:574] : INFO : Epoch 2044 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 1761.94 ms [2021-05-13 03:47:28 main:574] : INFO : Epoch 2045 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1747.16 ms [2021-05-13 03:47:29 main:574] : INFO : Epoch 2046 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1744.03 ms [2021-05-13 03:47:31 main:574] : INFO : Epoch 2047 | loss: 0.0312494 | val_loss: 0.0312522 | Time: 1753.44 ms [2021-05-13 03:47:33 main:574] : INFO : Epoch 2048 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1746.71 ms [2021-05-13 03:47:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312489 [2021-05-13 03:47:33 main:603] : INFO : Saving end state to config to file [2021-05-13 03:47:33 main:608] : INFO : Success, exiting.. 03:47:33 (7544): 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)