Task 7647273
| Name | ParityModified-1631734952-22773-2_0 |
| Workunit | 5298807 |
| Created | 27 Sep 2021, 12:38:03 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 0:48:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 55 min 14 sec |
| CPU time | 55 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> Epoch 1537 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1840.58 ms [2021-10-04 02:18:23 main:581] : INFO : Epoch 1538 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1536.84 ms [2021-10-04 02:18:24 main:581] : INFO : Epoch 1539 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1564.93 ms [2021-10-04 02:18:26 main:581] : INFO : Epoch 1540 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1602.13 ms [2021-10-04 02:18:27 main:581] : INFO : Epoch 1541 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1529.57 ms [2021-10-04 02:18:29 main:581] : INFO : Epoch 1542 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1597.05 ms [2021-10-04 02:18:31 main:581] : INFO : Epoch 1543 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1679.18 ms [2021-10-04 02:18:32 main:581] : INFO : Epoch 1544 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1696.91 ms [2021-10-04 02:18:34 main:581] : INFO : Epoch 1545 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1754.05 ms [2021-10-04 02:18:36 main:581] : INFO : Epoch 1546 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1644.97 ms [2021-10-04 02:18:38 main:581] : INFO : Epoch 1547 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1650.08 ms [2021-10-04 02:18:39 main:581] : INFO : Epoch 1548 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1787.73 ms [2021-10-04 02:18:41 main:581] : INFO : Epoch 1549 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1716.01 ms [2021-10-04 02:18:43 main:581] : INFO : Epoch 1550 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1826.22 ms [2021-10-04 02:18:45 main:581] : INFO : Epoch 1551 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1729.81 ms [2021-10-04 02:18:46 main:581] : INFO : Epoch 1552 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1598.88 ms [2021-10-04 02:18:48 main:581] : INFO : Epoch 1553 | loss: 0.031249 | val_loss: 0.03125 | Time: 1576.03 ms [2021-10-04 02:18:49 main:581] : INFO : Epoch 1554 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1575.83 ms [2021-10-04 02:18:51 main:581] : INFO : Epoch 1555 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1537.51 ms [2021-10-04 02:18:52 main:581] : INFO : Epoch 1556 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1569.68 ms [2021-10-04 02:18:54 main:581] : INFO : Epoch 1557 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1758.23 ms [2021-10-04 02:18:56 main:581] : INFO : Epoch 1558 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1661.16 ms [2021-10-04 02:18:58 main:581] : INFO : Epoch 1559 | loss: 0.031249 | val_loss: 0.03125 | Time: 1761.8 ms [2021-10-04 02:18:59 main:581] : INFO : Epoch 1560 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1755.37 ms [2021-10-04 02:19:01 main:581] : INFO : Epoch 1561 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1786.31 ms [2021-10-04 02:19:03 main:581] : INFO : Epoch 1562 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1589.41 ms [2021-10-04 02:19:04 main:581] : INFO : Epoch 1563 | loss: 0.031249 | val_loss: 0.03125 | Time: 1689.1 ms [2021-10-04 02:19:06 main:581] : INFO : Epoch 1564 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1643.94 ms [2021-10-04 02:19:08 main:581] : INFO : Epoch 1565 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1680.61 ms [2021-10-04 02:19:09 main:581] : INFO : Epoch 1566 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1652.98 ms [2021-10-04 02:19:11 main:581] : INFO : Epoch 1567 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1649.39 ms [2021-10-04 02:19:13 main:581] : INFO : Epoch 1568 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1757.51 ms [2021-10-04 02:19:15 main:581] : INFO : Epoch 1569 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1679.77 ms [2021-10-04 02:19:16 main:581] : INFO : Epoch 1570 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1730.46 ms [2021-10-04 02:19:18 main:581] : INFO : Epoch 1571 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1784.67 ms [2021-10-04 02:19:20 main:581] : INFO : Epoch 1572 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1689.98 ms [2021-10-04 02:19:21 main:581] : INFO : Epoch 1573 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1736.76 ms [2021-10-04 02:19:23 main:581] : INFO : Epoch 1574 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1711.18 ms [2021-10-04 02:19:25 main:581] : INFO : Epoch 1575 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1507.09 ms [2021-10-04 02:19:26 main:581] : INFO : Epoch 1576 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1571.71 ms [2021-10-04 02:19:28 main:581] : INFO : Epoch 1577 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1764.63 ms [2021-10-04 02:19:30 main:581] : INFO : Epoch 1578 | loss: 0.031249 | val_loss: 0.03125 | Time: 1728.93 ms [2021-10-04 02:19:31 main:581] : INFO : Epoch 1579 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1643.25 ms [2021-10-04 02:19:33 main:581] : INFO : Epoch 1580 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1619.68 ms [2021-10-04 02:19:35 main:581] : INFO : Epoch 1581 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1630.94 ms [2021-10-04 02:19:36 main:581] : INFO : Epoch 1582 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1597.93 ms [2021-10-04 02:19:38 main:581] : INFO : Epoch 1583 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1626.15 ms [2021-10-04 02:19:40 main:581] : INFO : Epoch 1584 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1720.83 ms [2021-10-04 02:19:41 main:581] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1726.41 ms [2021-10-04 02:19:43 main:581] : INFO : Epoch 1586 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1702.37 ms [2021-10-04 02:19:45 main:581] : INFO : Epoch 1587 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1758.52 ms [2021-10-04 02:19:47 main:581] : INFO : Epoch 1588 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1822.46 ms [2021-10-04 02:19:48 main:581] : INFO : Epoch 1589 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1686.44 ms [2021-10-04 02:19:50 main:581] : INFO : Epoch 1590 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1604.2 ms [2021-10-04 02:19:51 main:581] : INFO : Epoch 1591 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1611.86 ms [2021-10-04 02:19:53 main:581] : INFO : Epoch 1592 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1653.55 ms [2021-10-04 02:19:55 main:581] : INFO : Epoch 1593 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1726.3 ms [2021-10-04 02:19:57 main:581] : INFO : Epoch 1594 | loss: 0.0312493 | val_loss: 0.0312523 | Time: 1800.98 ms [2021-10-04 02:19:58 main:581] : INFO : Epoch 1595 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1734.01 ms [2021-10-04 02:20:00 main:581] : INFO : Epoch 1596 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1630.04 ms [2021-10-04 02:20:02 main:581] : INFO : Epoch 1597 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1742.25 ms [2021-10-04 02:20:03 main:581] : INFO : Epoch 1598 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1720.01 ms [2021-10-04 02:20:05 main:581] : INFO : Epoch 1599 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1713.7 ms [2021-10-04 02:20:07 main:581] : INFO : Epoch 1600 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1719.47 ms [2021-10-04 02:20:09 main:581] : INFO : Epoch 1601 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1829.67 ms [2021-10-04 02:20:10 main:581] : INFO : Epoch 1602 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1730.22 ms [2021-10-04 02:20:12 main:581] : INFO : Epoch 1603 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1701.74 ms [2021-10-04 02:20:14 main:581] : INFO : Epoch 1604 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1643.83 ms [2021-10-04 02:20:15 main:581] : INFO : Epoch 1605 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1648.22 ms [2021-10-04 02:20:17 main:581] : INFO : Epoch 1606 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1670.6 ms [2021-10-04 02:20:19 main:581] : INFO : Epoch 1607 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1782.14 ms [2021-10-04 02:20:21 main:581] : INFO : Epoch 1608 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 1801.49 ms [2021-10-04 02:20:22 main:581] : INFO : Epoch 1609 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1594.98 ms [2021-10-04 02:20:24 main:581] : INFO : Epoch 1610 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1771.46 ms [2021-10-04 02:20:26 main:581] : INFO : Epoch 1611 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1704.69 ms [2021-10-04 02:20:27 main:581] : INFO : Epoch 1612 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1661.19 ms [2021-10-04 02:20:29 main:581] : INFO : Epoch 1613 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 1677.92 ms [2021-10-04 02:20:31 main:581] : INFO : Epoch 1614 | loss: 0.031249 | val_loss: 0.03125 | Time: 1807.59 ms [2021-10-04 02:20:33 main:581] : INFO : Epoch 1615 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 1594.67 ms [2021-10-04 02:20:34 main:581] : INFO : Epoch 1616 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1731.33 ms [2021-10-04 02:20:36 main:581] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1618.8 ms [2021-10-04 02:20:37 main:581] : INFO : Epoch 1618 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1512.28 ms [2021-10-04 02:20:39 main:581] : INFO : Epoch 1619 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1624.25 ms [2021-10-04 02:20:41 main:581] : INFO : Epoch 1620 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1794.83 ms [2021-10-04 02:20:43 main:581] : INFO : Epoch 1621 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1734.83 ms [2021-10-04 02:20:44 main:581] : INFO : Epoch 1622 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1704.06 ms [2021-10-04 02:20:46 main:581] : INFO : Epoch 1623 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1747.04 ms [2021-10-04 02:20:48 main:581] : INFO : Epoch 1624 | loss: 0.0312486 | val_loss: 0.0312511 | Time: 1715.72 ms [2021-10-04 02:20:49 main:581] : INFO : Epoch 1625 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1728.88 ms [2021-10-04 02:20:51 main:581] : INFO : Epoch 1626 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1722.17 ms [2021-10-04 02:20:53 main:581] : INFO : Epoch 1627 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 1726.36 ms [2021-10-04 02:20:54 main:581] : INFO : Epoch 1628 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1553.16 ms [2021-10-04 02:20:56 main:581] : INFO : Epoch 1629 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1610.73 ms [2021-10-04 02:20:58 main:581] : INFO : Epoch 1630 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1620.51 ms [2021-10-04 02:20:59 main:581] : INFO : Epoch 1631 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1561.87 ms [2021-10-04 02:21:01 main:581] : INFO : Epoch 1632 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1508.33 ms [2021-10-04 02:21:02 main:581] : INFO : Epoch 1633 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1680.19 ms [2021-10-04 02:21:04 main:581] : INFO : Epoch 1634 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1703.58 ms [2021-10-04 02:21:06 main:581] : INFO : Epoch 1635 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1712.4 ms [2021-10-04 02:21:08 main:581] : INFO : Epoch 1636 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1708.6 ms [2021-10-04 02:21:09 main:581] : INFO : Epoch 1637 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1689.27 ms [2021-10-04 02:21:11 main:581] : INFO : Epoch 1638 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1667.17 ms [2021-10-04 02:21:13 main:581] : INFO : Epoch 1639 | loss: 0.0312488 | val_loss: 0.0312519 | Time: 1681.95 ms [2021-10-04 02:21:14 main:581] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1687.61 ms [2021-10-04 02:21:16 main:581] : INFO : Epoch 1641 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1704.94 ms [2021-10-04 02:21:18 main:581] : INFO : Epoch 1642 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1534.9 ms [2021-10-04 02:21:19 main:581] : INFO : Epoch 1643 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1639.19 ms [2021-10-04 02:21:21 main:581] : INFO : Epoch 1644 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1684.32 ms [2021-10-04 02:21:23 main:581] : INFO : Epoch 1645 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1652.74 ms [2021-10-04 02:21:24 main:581] : INFO : Epoch 1646 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1681.23 ms [2021-10-04 02:21:26 main:581] : INFO : Epoch 1647 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1715.62 ms [2021-10-04 02:21:28 main:581] : INFO : Epoch 1648 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1802.21 ms [2021-10-04 02:21:29 main:581] : INFO : Epoch 1649 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1675.99 ms [2021-10-04 02:21:31 main:581] : INFO : Epoch 1650 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1726.04 ms [2021-10-04 02:21:33 main:581] : INFO : Epoch 1651 | loss: 0.0312494 | val_loss: 0.031252 | Time: 1649.22 ms [2021-10-04 02:21:34 main:581] : INFO : Epoch 1652 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1576.05 ms [2021-10-04 02:21:36 main:581] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1620.31 ms [2021-10-04 02:21:38 main:581] : INFO : Epoch 1654 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1807.93 ms [2021-10-04 02:21:40 main:581] : INFO : Epoch 1655 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 1797.73 ms [2021-10-04 02:21:41 main:581] : INFO : Epoch 1656 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1685.04 ms [2021-10-04 02:21:43 main:581] : INFO : Epoch 1657 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1519.81 ms [2021-10-04 02:21:44 main:581] : INFO : Epoch 1658 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1604.62 ms [2021-10-04 02:21:46 main:581] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1515.33 ms [2021-10-04 02:21:48 main:581] : INFO : Epoch 1660 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1746.83 ms [2021-10-04 02:21:49 main:581] : INFO : Epoch 1661 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1740.69 ms [2021-10-04 02:21:51 main:581] : INFO : Epoch 1662 | loss: 0.0312493 | val_loss: 0.0312521 | Time: 1690.89 ms [2021-10-04 02:21:53 main:581] : INFO : Epoch 1663 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1772.67 ms [2021-10-04 02:21:55 main:581] : INFO : Epoch 1664 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1690.39 ms [2021-10-04 02:21:56 main:581] : INFO : Epoch 1665 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1751.61 ms [2021-10-04 02:21:58 main:581] : INFO : Epoch 1666 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1713.23 ms [2021-10-04 02:22:00 main:581] : INFO : Epoch 1667 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1750.68 ms [2021-10-04 02:22:01 main:581] : INFO : Epoch 1668 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 1570.04 ms [2021-10-04 02:22:03 main:581] : INFO : Epoch 1669 | loss: 0.0312492 | val_loss: 0.0312517 | Time: 1492.74 ms [2021-10-04 02:22:04 main:581] : INFO : Epoch 1670 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1574.01 ms [2021-10-04 02:22:06 main:581] : INFO : Epoch 1671 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1612.75 ms [2021-10-04 02:22:08 main:581] : INFO : Epoch 1672 | loss: 0.0312486 | val_loss: 0.0312514 | Time: 1716.56 ms [2021-10-04 02:22:09 main:581] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312526 | Time: 1704.53 ms [2021-10-04 02:22:11 main:581] : INFO : Epoch 1674 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1571.32 ms [2021-10-04 02:22:13 main:581] : INFO : Epoch 1675 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1559.32 ms [2021-10-04 02:22:14 main:581] : INFO : Epoch 1676 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 1598.36 ms [2021-10-04 02:22:16 main:581] : INFO : Epoch 1677 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1696.24 ms [2021-10-04 02:22:18 main:581] : INFO : Epoch 1678 | loss: 0.031249 | val_loss: 0.0312518 | Time: 1732.6 ms [2021-10-04 02:22:19 main:581] : INFO : Epoch 1679 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1628.93 ms [2021-10-04 02:22:21 main:581] : INFO : Epoch 1680 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1742.91 ms [2021-10-04 02:22:23 main:581] : INFO : Epoch 1681 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1757.45 ms [2021-10-04 02:22:24 main:581] : INFO : Epoch 1682 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1721.46 ms [2021-10-04 02:22:26 main:581] : INFO : Epoch 1683 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1510.54 ms [2021-10-04 02:22:27 main:581] : INFO : Epoch 1684 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 1526.21 ms [2021-10-04 02:22:29 main:581] : INFO : Epoch 1685 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1539.66 ms [2021-10-04 02:22:31 main:581] : INFO : Epoch 1686 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1539.98 ms [2021-10-04 02:22:32 main:581] : INFO : Epoch 1687 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 1710.24 ms [2021-10-04 02:22:34 main:581] : INFO : Epoch 1688 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1746.22 ms [2021-10-04 02:22:36 main:581] : INFO : Epoch 1689 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1570.56 ms [2021-10-04 02:22:37 main:581] : INFO : Epoch 1690 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1546.93 ms [2021-10-04 02:22:39 main:581] : INFO : Epoch 1691 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1771.17 ms [2021-10-04 02:22:41 main:581] : INFO : Epoch 1692 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1638.43 ms [2021-10-04 02:22:42 main:581] : INFO : Epoch 1693 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1693.76 ms [2021-10-04 02:22:44 main:581] : INFO : Epoch 1694 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1598.37 ms [2021-10-04 02:22:46 main:581] : INFO : Epoch 1695 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1664.38 ms [2021-10-04 02:22:47 main:581] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1829.02 ms [2021-10-04 02:22:49 main:581] : INFO : Epoch 1697 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1546.23 ms [2021-10-04 02:22:50 main:581] : INFO : Epoch 1698 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1517.2 ms [2021-10-04 02:22:52 main:581] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1592.42 ms [2021-10-04 02:22:53 main:581] : INFO : Epoch 1700 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 1472.04 ms [2021-10-04 02:22:55 main:581] : INFO : Epoch 1701 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1536.27 ms [2021-10-04 02:22:57 main:581] : INFO : Epoch 1702 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1518.24 ms [2021-10-04 02:22:58 main:581] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 1724.53 ms [2021-10-04 02:23:00 main:581] : INFO : Epoch 1704 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1796.35 ms [2021-10-04 02:23:02 main:581] : INFO : Epoch 1705 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1691.09 ms [2021-10-04 02:23:04 main:581] : INFO : Epoch 1706 | loss: 0.0312494 | val_loss: 0.0312526 | Time: 1767.87 ms [2021-10-04 02:23:05 main:581] : INFO : Epoch 1707 | loss: 0.0312506 | val_loss: 0.0312547 | Time: 1778.65 ms [2021-10-04 02:23:07 main:581] : INFO : Epoch 1708 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 1750.32 ms [2021-10-04 02:23:09 main:581] : INFO : Epoch 1709 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1683.57 ms [2021-10-04 02:23:10 main:581] : INFO : Epoch 1710 | loss: 0.03125 | val_loss: 0.0312538 | Time: 1691.01 ms [2021-10-04 02:23:12 main:581] : INFO : Epoch 1711 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1587.62 ms [2021-10-04 02:23:14 main:581] : INFO : Epoch 1712 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1639.77 ms [2021-10-04 02:23:15 main:581] : INFO : Epoch 1713 | loss: 0.0312487 | val_loss: 0.0312517 | Time: 1517.88 ms [2021-10-04 02:23:17 main:581] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1689.72 ms [2021-10-04 02:23:18 main:581] : INFO : Epoch 1715 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1607.1 ms [2021-10-04 02:23:20 main:581] : INFO : Epoch 1716 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1655.21 ms [2021-10-04 02:23:22 main:581] : INFO : Epoch 1717 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1695.33 ms [2021-10-04 02:23:23 main:581] : INFO : Epoch 1718 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1653.87 ms [2021-10-04 02:23:25 main:581] : INFO : Epoch 1719 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1621.6 ms [2021-10-04 02:23:27 main:581] : INFO : Epoch 1720 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1699.71 ms [2021-10-04 02:23:29 main:581] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 1780.95 ms [2021-10-04 02:23:30 main:581] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1618.63 ms [2021-10-04 02:23:32 main:581] : INFO : Epoch 1723 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1731.96 ms [2021-10-04 02:23:34 main:581] : INFO : Epoch 1724 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1770.07 ms [2021-10-04 02:23:35 main:581] : INFO : Epoch 1725 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1709.81 ms [2021-10-04 02:23:37 main:581] : INFO : Epoch 1726 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 1650.18 ms [2021-10-04 02:23:39 main:581] : INFO : Epoch 1727 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1612.66 ms [2021-10-04 02:23:40 main:581] : INFO : Epoch 1728 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1527.38 ms [2021-10-04 02:23:42 main:581] : INFO : Epoch 1729 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1575.79 ms [2021-10-04 02:23:43 main:581] : INFO : Epoch 1730 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1502.81 ms [2021-10-04 02:23:45 main:581] : INFO : Epoch 1731 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1695.6 ms [2021-10-04 02:23:47 main:581] : INFO : Epoch 1732 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1684.4 ms [2021-10-04 02:23:48 main:581] : INFO : Epoch 1733 | loss: 0.031249 | val_loss: 0.0312526 | Time: 1656.88 ms [2021-10-04 02:23:50 main:581] : INFO : Epoch 1734 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1837.78 ms [2021-10-04 02:23:52 main:581] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1800.82 ms [2021-10-04 02:23:54 main:581] : INFO : Epoch 1736 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1695.92 ms [2021-10-04 02:23:55 main:581] : INFO : Epoch 1737 | loss: 0.0312512 | val_loss: 0.0312566 | Time: 1570.52 ms [2021-10-04 02:23:57 main:581] : INFO : Epoch 1738 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1637.14 ms [2021-10-04 02:23:59 main:581] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1760.25 ms [2021-10-04 02:24:00 main:581] : INFO : Epoch 1740 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1823.26 ms [2021-10-04 02:24:02 main:581] : INFO : Epoch 1741 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1614.83 ms [2021-10-04 02:24:04 main:581] : INFO : Epoch 1742 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1527.1 ms [2021-10-04 02:24:05 main:581] : INFO : Epoch 1743 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1573.17 ms [2021-10-04 02:24:07 main:581] : INFO : Epoch 1744 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1651.6 ms [2021-10-04 02:24:09 main:581] : INFO : Epoch 1745 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1737.83 ms [2021-10-04 02:24:10 main:581] : INFO : Epoch 1746 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1733.23 ms [2021-10-04 02:24:12 main:581] : INFO : Epoch 1747 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1655.16 ms [2021-10-04 02:24:14 main:581] : INFO : Epoch 1748 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1685.88 ms [2021-10-04 02:24:15 main:581] : INFO : Epoch 1749 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1770.87 ms [2021-10-04 02:24:17 main:581] : INFO : Epoch 1750 | loss: 0.0312496 | val_loss: 0.0312523 | Time: 1448.6 ms [2021-10-04 02:24:18 main:581] : INFO : Epoch 1751 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1638.96 ms [2021-10-04 02:24:20 main:581] : INFO : Epoch 1752 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1630.18 ms [2021-10-04 02:24:22 main:581] : INFO : Epoch 1753 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1737.66 ms [2021-10-04 02:24:24 main:581] : INFO : Epoch 1754 | loss: 0.031249 | val_loss: 0.0312516 | Time: 1670.31 ms [2021-10-04 02:24:25 main:581] : INFO : Epoch 1755 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1733.77 ms [2021-10-04 02:24:27 main:581] : INFO : Epoch 1756 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1677.63 ms [2021-10-04 02:24:28 main:581] : INFO : Epoch 1757 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1546.48 ms [2021-10-04 02:24:30 main:581] : INFO : Epoch 1758 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1544.15 ms [2021-10-04 02:24:32 main:581] : INFO : Epoch 1759 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1755.58 ms [2021-10-04 02:24:33 main:581] : INFO : Epoch 1760 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1690.91 ms [2021-10-04 02:24:35 main:581] : INFO : Epoch 1761 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1618.54 ms [2021-10-04 02:24:37 main:581] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1691.12 ms [2021-10-04 02:24:38 main:581] : INFO : Epoch 1763 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1664.55 ms [2021-10-04 02:24:40 main:581] : INFO : Epoch 1764 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1506.88 ms [2021-10-04 02:24:41 main:581] : INFO : Epoch 1765 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1470.81 ms [2021-10-04 02:24:43 main:581] : INFO : Epoch 1766 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 1503.66 ms [2021-10-04 02:24:45 main:581] : INFO : Epoch 1767 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1627.72 ms [2021-10-04 02:24:46 main:581] : INFO : Epoch 1768 | loss: 0.0312491 | val_loss: 0.0312538 | Time: 1751.02 ms [2021-10-04 02:24:48 main:581] : INFO : Epoch 1769 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1678.81 ms [2021-10-04 02:24:50 main:581] : INFO : Epoch 1770 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 1621.94 ms [2021-10-04 02:24:51 main:581] : INFO : Epoch 1771 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1651.42 ms [2021-10-04 02:24:53 main:581] : INFO : Epoch 1772 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1709.25 ms [2021-10-04 02:24:55 main:581] : INFO : Epoch 1773 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1738.88 ms [2021-10-04 02:24:57 main:581] : INFO : Epoch 1774 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1826.73 ms [2021-10-04 02:24:58 main:581] : INFO : Epoch 1775 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1741.45 ms [2021-10-04 02:25:00 main:581] : INFO : Epoch 1776 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1642.49 ms [2021-10-04 02:25:02 main:581] : INFO : Epoch 1777 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1626.26 ms [2021-10-04 02:25:03 main:581] : INFO : Epoch 1778 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1708.57 ms [2021-10-04 02:25:05 main:581] : INFO : Epoch 1779 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1638.49 ms [2021-10-04 02:25:06 main:581] : INFO : Epoch 1780 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1568.3 ms [2021-10-04 02:25:08 main:581] : INFO : Epoch 1781 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1667.11 ms [2021-10-04 02:25:10 main:581] : INFO : Epoch 1782 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1709.56 ms [2021-10-04 02:25:12 main:581] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1711 ms [2021-10-04 02:25:13 main:581] : INFO : Epoch 1784 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1648.94 ms [2021-10-04 02:25:15 main:581] : INFO : Epoch 1785 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1655.99 ms [2021-10-04 02:25:17 main:581] : INFO : Epoch 1786 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1748.12 ms [2021-10-04 02:25:18 main:581] : INFO : Epoch 1787 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1733.77 ms [2021-10-04 02:25:20 main:581] : INFO : Epoch 1788 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1765.89 ms [2021-10-04 02:25:22 main:581] : INFO : Epoch 1789 | loss: 0.0312497 | val_loss: 0.0312554 | Time: 1558.49 ms [2021-10-04 02:25:23 main:581] : INFO : Epoch 1790 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1517.01 ms [2021-10-04 02:25:25 main:581] : INFO : Epoch 1791 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1559.62 ms [2021-10-04 02:25:26 main:581] : INFO : Epoch 1792 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1634.88 ms [2021-10-04 02:25:28 main:581] : INFO : Epoch 1793 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1582.49 ms [2021-10-04 02:25:30 main:581] : INFO : Epoch 1794 | loss: 0.0312518 | val_loss: 0.0312498 | Time: 1750.7 ms [2021-10-04 02:25:31 main:581] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1718.27 ms [2021-10-04 02:25:33 main:581] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1560.03 ms [2021-10-04 02:25:35 main:581] : INFO : Epoch 1797 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1697 ms [2021-10-04 02:25:36 main:581] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1775.19 ms [2021-10-04 02:25:38 main:581] : INFO : Epoch 1799 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1549.92 ms [2021-10-04 02:25:40 main:581] : INFO : Epoch 1800 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1657.96 ms [2021-10-04 02:25:41 main:581] : INFO : Epoch 1801 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1689.09 ms [2021-10-04 02:25:43 main:581] : INFO : Epoch 1802 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1596.31 ms [2021-10-04 02:25:44 main:581] : INFO : Epoch 1803 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1430.78 ms [2021-10-04 02:25:46 main:581] : INFO : Epoch 1804 | loss: 0.0312517 | val_loss: 0.0312528 | Time: 1460.42 ms [2021-10-04 02:25:47 main:581] : INFO : Epoch 1805 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1548.16 ms [2021-10-04 02:25:49 main:581] : INFO : Epoch 1806 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1594.9 ms [2021-10-04 02:25:51 main:581] : INFO : Epoch 1807 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 1570.22 ms [2021-10-04 02:25:52 main:581] : INFO : Epoch 1808 | loss: 0.031252 | val_loss: 0.0312517 | Time: 1715.97 ms [2021-10-04 02:25:54 main:581] : INFO : Epoch 1809 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1771.36 ms [2021-10-04 02:25:56 main:581] : INFO : Epoch 1810 | loss: 0.031249 | val_loss: 0.0312516 | Time: 1752.41 ms [2021-10-04 02:25:58 main:581] : INFO : Epoch 1811 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1720.17 ms [2021-10-04 02:25:59 main:581] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1705.78 ms [2021-10-04 02:26:01 main:581] : INFO : Epoch 1813 | loss: 0.0312518 | val_loss: 0.031253 | Time: 1709.94 ms [2021-10-04 02:26:02 main:581] : INFO : Epoch 1814 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 1515.31 ms [2021-10-04 02:26:04 main:581] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1624.12 ms [2021-10-04 02:26:06 main:581] : INFO : Epoch 1816 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 1814.69 ms [2021-10-04 02:26:08 main:581] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.031251 | Time: 1748.6 ms [2021-10-04 02:26:09 main:581] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1648.14 ms [2021-10-04 02:26:11 main:581] : INFO : Epoch 1819 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1715.88 ms [2021-10-04 02:26:13 main:581] : INFO : Epoch 1820 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 1648.23 ms [2021-10-04 02:26:14 main:581] : INFO : Epoch 1821 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1654.52 ms [2021-10-04 02:26:16 main:581] : INFO : Epoch 1822 | loss: 0.0312507 | val_loss: 0.0312527 | Time: 1627.06 ms [2021-10-04 02:26:18 main:581] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1657.92 ms [2021-10-04 02:26:19 main:581] : INFO : Epoch 1824 | loss: 0.0312516 | val_loss: 0.0312541 | Time: 1760.5 ms [2021-10-04 02:26:21 main:581] : INFO : Epoch 1825 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1697.68 ms [2021-10-04 02:26:23 main:581] : INFO : Epoch 1826 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1792.41 ms [2021-10-04 02:26:25 main:581] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1704.74 ms [2021-10-04 02:26:26 main:581] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1764.32 ms [2021-10-04 02:26:28 main:581] : INFO : Epoch 1829 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1505.35 ms [2021-10-04 02:26:29 main:581] : INFO : Epoch 1830 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1541.53 ms [2021-10-04 02:26:31 main:581] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1712.44 ms [2021-10-04 02:26:33 main:581] : INFO : Epoch 1832 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1728.22 ms [2021-10-04 02:26:35 main:581] : INFO : Epoch 1833 | loss: 0.0312494 | val_loss: 0.0312538 | Time: 1736.07 ms [2021-10-04 02:26:36 main:581] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1759.78 ms [2021-10-04 02:26:38 main:581] : INFO : Epoch 1835 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1640.68 ms [2021-10-04 02:26:39 main:581] : INFO : Epoch 1836 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1495.82 ms [2021-10-04 02:26:41 main:581] : INFO : Epoch 1837 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1664.81 ms [2021-10-04 02:26:43 main:581] : INFO : Epoch 1838 | loss: 0.0312498 | val_loss: 0.0312531 | Time: 1763.9 ms [2021-10-04 02:26:45 main:581] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1809.44 ms [2021-10-04 02:26:46 main:581] : INFO : Epoch 1840 | loss: 0.0312491 | val_loss: 0.0312518 | Time: 1659.82 ms [2021-10-04 02:26:48 main:581] : INFO : Epoch 1841 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1724.03 ms [2021-10-04 02:26:50 main:581] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 1824.01 ms [2021-10-04 02:26:52 main:581] : INFO : Epoch 1843 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1619.63 ms [2021-10-04 02:26:53 main:581] : INFO : Epoch 1844 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1657.96 ms [2021-10-04 02:26:55 main:581] : INFO : Epoch 1845 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1578.27 ms [2021-10-04 02:26:56 main:581] : INFO : Epoch 1846 | loss: 0.0312494 | val_loss: 0.0312518 | Time: 1601 ms [2021-10-04 02:26:58 main:581] : INFO : Epoch 1847 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1620.22 ms [2021-10-04 02:27:00 main:581] : INFO : Epoch 1848 | loss: 0.0312509 | val_loss: 0.0312541 | Time: 1799.25 ms [2021-10-04 02:27:01 main:581] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1695.35 ms [2021-10-04 02:27:03 main:581] : INFO : Epoch 1850 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1645.42 ms [2021-10-04 02:27:05 main:581] : INFO : Epoch 1851 | loss: 0.0312495 | val_loss: 0.0312517 | Time: 1591.3 ms [2021-10-04 02:27:06 main:581] : INFO : Epoch 1852 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1707.3 ms [2021-10-04 02:27:08 main:581] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1660.56 ms [2021-10-04 02:27:10 main:581] : INFO : Epoch 1854 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1681.2 ms [2021-10-04 02:27:11 main:581] : INFO : Epoch 1855 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1719.51 ms [2021-10-04 02:27:13 main:581] : INFO : Epoch 1856 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1617.04 ms [2021-10-04 02:27:15 main:581] : INFO : Epoch 1857 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1665.28 ms [2021-10-04 02:27:16 main:581] : INFO : Epoch 1858 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1607.16 ms [2021-10-04 02:27:18 main:581] : INFO : Epoch 1859 | loss: 0.0312494 | val_loss: 0.0312524 | Time: 1603.98 ms [2021-10-04 02:27:20 main:581] : INFO : Epoch 1860 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1569.25 ms [2021-10-04 02:27:21 main:581] : INFO : Epoch 1861 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 1605.16 ms [2021-10-04 02:27:23 main:581] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1533.09 ms [2021-10-04 02:27:24 main:581] : INFO : Epoch 1863 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1700.86 ms [2021-10-04 02:27:26 main:581] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1746.17 ms [2021-10-04 02:27:28 main:581] : INFO : Epoch 1865 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 1736.32 ms [2021-10-04 02:27:30 main:581] : INFO : Epoch 1866 | loss: 0.0312507 | val_loss: 0.031253 | Time: 1664.97 ms [2021-10-04 02:27:31 main:581] : INFO : Epoch 1867 | loss: 0.0312511 | val_loss: 0.031253 | Time: 1753.11 ms [2021-10-04 02:27:33 main:581] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1676.94 ms [2021-10-04 02:27:35 main:581] : INFO : Epoch 1869 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1689.37 ms [2021-10-04 02:27:36 main:581] : INFO : Epoch 1870 | loss: 0.0312517 | val_loss: 0.0312586 | Time: 1752.58 ms [2021-10-04 02:27:38 main:581] : INFO : Epoch 1871 | loss: 0.031251 | val_loss: 0.0312497 | Time: 1740.61 ms [2021-10-04 02:27:40 main:581] : INFO : Epoch 1872 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1826.26 ms [2021-10-04 02:27:42 main:581] : INFO : Epoch 1873 | loss: 0.0312486 | val_loss: 0.0312511 | Time: 1672.86 ms [2021-10-04 02:27:43 main:581] : INFO : Epoch 1874 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1665.13 ms [2021-10-04 02:27:45 main:581] : INFO : Epoch 1875 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1438.51 ms [2021-10-04 02:27:46 main:581] : INFO : Epoch 1876 | loss: 0.031249 | val_loss: 0.03125 | Time: 1662.26 ms [2021-10-04 02:27:48 main:581] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1728.64 ms [2021-10-04 02:27:50 main:581] : INFO : Epoch 1878 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1481.19 ms [2021-10-04 02:27:51 main:581] : INFO : Epoch 1879 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 1653.19 ms [2021-10-04 02:27:53 main:581] : INFO : Epoch 1880 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1767.39 ms [2021-10-04 02:27:55 main:581] : INFO : Epoch 1881 | loss: 0.031249 | val_loss: 0.031252 | Time: 1735.58 ms [2021-10-04 02:27:56 main:581] : INFO : Epoch 1882 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1700.53 ms [2021-10-04 02:27:58 main:581] : INFO : Epoch 1883 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1644.38 ms [2021-10-04 02:28:00 main:581] : INFO : Epoch 1884 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1682.79 ms [2021-10-04 02:28:01 main:581] : INFO : Epoch 1885 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1575.27 ms [2021-10-04 02:28:03 main:581] : INFO : Epoch 1886 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1703.98 ms [2021-10-04 02:28:05 main:581] : INFO : Epoch 1887 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 1689.32 ms [2021-10-04 02:28:06 main:581] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1711.78 ms [2021-10-04 02:28:08 main:581] : INFO : Epoch 1889 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1547.22 ms [2021-10-04 02:28:10 main:581] : INFO : Epoch 1890 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1580.65 ms [2021-10-04 02:28:11 main:581] : INFO : Epoch 1891 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1587.57 ms [2021-10-04 02:28:13 main:581] : INFO : Epoch 1892 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1452.7 ms [2021-10-04 02:28:14 main:581] : INFO : Epoch 1893 | loss: 0.0312488 | val_loss: 0.0312517 | Time: 1621.92 ms [2021-10-04 02:28:16 main:581] : INFO : Epoch 1894 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1705.97 ms [2021-10-04 02:28:18 main:581] : INFO : Epoch 1895 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1758.06 ms [2021-10-04 02:28:19 main:581] : INFO : Epoch 1896 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1656.81 ms [2021-10-04 02:28:21 main:581] : INFO : Epoch 1897 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1666.61 ms [2021-10-04 02:28:23 main:581] : INFO : Epoch 1898 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1818.64 ms [2021-10-04 02:28:24 main:581] : INFO : Epoch 1899 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1526.08 ms [2021-10-04 02:28:26 main:581] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1525.16 ms [2021-10-04 02:28:28 main:581] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1670.37 ms [2021-10-04 02:28:29 main:581] : INFO : Epoch 1902 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1669.23 ms [2021-10-04 02:28:31 main:581] : INFO : Epoch 1903 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1632.88 ms [2021-10-04 02:28:32 main:581] : INFO : Epoch 1904 | loss: 0.0312512 | val_loss: 0.0312496 | Time: 1500.67 ms [2021-10-04 02:28:34 main:581] : INFO : Epoch 1905 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1564.6 ms [2021-10-04 02:28:36 main:581] : INFO : Epoch 1906 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1580.1 ms [2021-10-04 02:28:37 main:581] : INFO : Epoch 1907 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1741.47 ms [2021-10-04 02:28:39 main:581] : INFO : Epoch 1908 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1724.46 ms [2021-10-04 02:28:41 main:581] : INFO : Epoch 1909 | loss: 0.031249 | val_loss: 0.031251 | Time: 1607.91 ms [2021-10-04 02:28:42 main:581] : INFO : Epoch 1910 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1637.7 ms [2021-10-04 02:28:44 main:581] : INFO : Epoch 1911 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1677.4 ms [2021-10-04 02:28:45 main:581] : INFO : Epoch 1912 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1512.58 ms [2021-10-04 02:28:47 main:581] : INFO : Epoch 1913 | loss: 0.031249 | val_loss: 0.0312527 | Time: 1485.92 ms [2021-10-04 02:28:48 main:581] : INFO : Epoch 1914 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1533.57 ms [2021-10-04 02:28:50 main:581] : INFO : Epoch 1915 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1641.97 ms [2021-10-04 02:28:52 main:581] : INFO : Epoch 1916 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 1717.72 ms [2021-10-04 02:28:53 main:581] : INFO : Epoch 1917 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1593.81 ms [2021-10-04 02:28:55 main:581] : INFO : Epoch 1918 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1499.54 ms [2021-10-04 02:28:56 main:581] : INFO : Epoch 1919 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1507.52 ms [2021-10-04 02:28:58 main:581] : INFO : Epoch 1920 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1707.11 ms [2021-10-04 02:29:00 main:581] : INFO : Epoch 1921 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1756.97 ms [2021-10-04 02:29:02 main:581] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1676.67 ms [2021-10-04 02:29:03 main:581] : INFO : Epoch 1923 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1757.2 ms [2021-10-04 02:29:05 main:581] : INFO : Epoch 1924 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1763.01 ms [2021-10-04 02:29:07 main:581] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1718.81 ms [2021-10-04 02:29:08 main:581] : INFO : Epoch 1926 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1559.05 ms [2021-10-04 02:29:10 main:581] : INFO : Epoch 1927 | loss: 0.0312497 | val_loss: 0.0312526 | Time: 1618.73 ms [2021-10-04 02:29:12 main:581] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1598.1 ms [2021-10-04 02:29:13 main:581] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1656.11 ms [2021-10-04 02:29:15 main:581] : INFO : Epoch 1930 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1632.71 ms [2021-10-04 02:29:17 main:581] : INFO : Epoch 1931 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1698.66 ms [2021-10-04 02:29:18 main:581] : INFO : Epoch 1932 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1778.17 ms [2021-10-04 02:29:20 main:581] : INFO : Epoch 1933 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1739.91 ms [2021-10-04 02:29:22 main:581] : INFO : Epoch 1934 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1572.3 ms [2021-10-04 02:29:23 main:581] : INFO : Epoch 1935 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1633.34 ms [2021-10-04 02:29:25 main:581] : INFO : Epoch 1936 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1816.12 ms [2021-10-04 02:29:27 main:581] : INFO : Epoch 1937 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1603.47 ms [2021-10-04 02:29:29 main:581] : INFO : Epoch 1938 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1765.68 ms [2021-10-04 02:29:30 main:581] : INFO : Epoch 1939 | loss: 0.0312491 | val_loss: 0.0312521 | Time: 1755.85 ms [2021-10-04 02:29:32 main:581] : INFO : Epoch 1940 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1656.16 ms [2021-10-04 02:29:34 main:581] : INFO : Epoch 1941 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1650.26 ms [2021-10-04 02:29:35 main:581] : INFO : Epoch 1942 | loss: 0.0312487 | val_loss: 0.031251 | Time: 1623.14 ms [2021-10-04 02:29:37 main:581] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1583.12 ms [2021-10-04 02:29:38 main:581] : INFO : Epoch 1944 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1616.05 ms [2021-10-04 02:29:40 main:581] : INFO : Epoch 1945 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1564.52 ms [2021-10-04 02:29:42 main:581] : INFO : Epoch 1946 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1709.31 ms [2021-10-04 02:29:43 main:581] : INFO : Epoch 1947 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1690.77 ms [2021-10-04 02:29:45 main:581] : INFO : Epoch 1948 | loss: 0.0312523 | val_loss: 0.0312519 | Time: 1585.14 ms [2021-10-04 02:29:47 main:581] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1768.75 ms [2021-10-04 02:29:48 main:581] : INFO : Epoch 1950 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1724.69 ms [2021-10-04 02:29:50 main:581] : INFO : Epoch 1951 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 1783.01 ms [2021-10-04 02:29:52 main:581] : INFO : Epoch 1952 | loss: 0.0312496 | val_loss: 0.0312532 | Time: 1626.88 ms [2021-10-04 02:29:54 main:581] : INFO : Epoch 1953 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1689.58 ms [2021-10-04 02:29:55 main:581] : INFO : Epoch 1954 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1744.06 ms [2021-10-04 02:29:57 main:581] : INFO : Epoch 1955 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1506.45 ms [2021-10-04 02:29:58 main:581] : INFO : Epoch 1956 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1639.69 ms [2021-10-04 02:30:00 main:581] : INFO : Epoch 1957 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1550.35 ms [2021-10-04 02:30:02 main:581] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1569.48 ms [2021-10-04 02:30:03 main:581] : INFO : Epoch 1959 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1536 ms [2021-10-04 02:30:05 main:581] : INFO : Epoch 1960 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1539.18 ms [2021-10-04 02:30:06 main:581] : INFO : Epoch 1961 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1708.09 ms [2021-10-04 02:30:08 main:581] : INFO : Epoch 1962 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 1735.1 ms [2021-10-04 02:30:10 main:581] : INFO : Epoch 1963 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 1776.47 ms [2021-10-04 02:30:12 main:581] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1738.81 ms [2021-10-04 02:30:13 main:581] : INFO : Epoch 1965 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1794.39 ms [2021-10-04 02:30:15 main:581] : INFO : Epoch 1966 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 1811.07 ms [2021-10-04 02:30:17 main:581] : INFO : Epoch 1967 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1737.43 ms [2021-10-04 02:30:19 main:581] : INFO : Epoch 1968 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1761.38 ms [2021-10-04 02:30:20 main:581] : INFO : Epoch 1969 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 1739.43 ms [2021-10-04 02:30:22 main:581] : INFO : Epoch 1970 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1663.23 ms [2021-10-04 02:30:24 main:581] : INFO : Epoch 1971 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1489.24 ms [2021-10-04 02:30:25 main:581] : INFO : Epoch 1972 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1421.89 ms [2021-10-04 02:30:27 main:581] : INFO : Epoch 1973 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1492.13 ms [2021-10-04 02:30:28 main:581] : INFO : Epoch 1974 | loss: 0.0312487 | val_loss: 0.0312505 | Time: 1544.72 ms [2021-10-04 02:30:30 main:581] : INFO : Epoch 1975 | loss: 0.0312497 | val_loss: 0.0312544 | Time: 1640.06 ms [2021-10-04 02:30:31 main:581] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1755.93 ms [2021-10-04 02:30:33 main:581] : INFO : Epoch 1977 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1779.99 ms [2021-10-04 02:30:35 main:581] : INFO : Epoch 1978 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1671.37 ms [2021-10-04 02:30:37 main:581] : INFO : Epoch 1979 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1730.62 ms [2021-10-04 02:30:38 main:581] : INFO : Epoch 1980 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1679.99 ms [2021-10-04 02:30:40 main:581] : INFO : Epoch 1981 | loss: 0.0312505 | val_loss: 0.0312556 | Time: 1444.16 ms [2021-10-04 02:30:41 main:581] : INFO : Epoch 1982 | loss: 0.031251 | val_loss: 0.031253 | Time: 1582.21 ms [2021-10-04 02:30:43 main:581] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1732.14 ms [2021-10-04 02:30:45 main:581] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1776.06 ms [2021-10-04 02:30:47 main:581] : INFO : Epoch 1985 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1729.66 ms [2021-10-04 02:30:48 main:581] : INFO : Epoch 1986 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1638.3 ms [2021-10-04 02:30:50 main:581] : INFO : Epoch 1987 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1544.98 ms [2021-10-04 02:30:51 main:581] : INFO : Epoch 1988 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1494.71 ms [2021-10-04 02:30:53 main:581] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1661.26 ms [2021-10-04 02:30:55 main:581] : INFO : Epoch 1990 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1611.53 ms [2021-10-04 02:30:56 main:581] : INFO : Epoch 1991 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1731.29 ms [2021-10-04 02:30:58 main:581] : INFO : Epoch 1992 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1705.11 ms [2021-10-04 02:31:00 main:581] : INFO : Epoch 1993 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1642.64 ms [2021-10-04 02:31:01 main:581] : INFO : Epoch 1994 | loss: 0.031249 | val_loss: 0.0312513 | Time: 1762.74 ms [2021-10-04 02:31:03 main:581] : INFO : Epoch 1995 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1772.24 ms [2021-10-04 02:31:05 main:581] : INFO : Epoch 1996 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1782.15 ms [2021-10-04 02:31:06 main:581] : INFO : Epoch 1997 | loss: 0.03125 | val_loss: 0.031251 | Time: 1513.89 ms [2021-10-04 02:31:08 main:581] : INFO : Epoch 1998 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1528.43 ms [2021-10-04 02:31:10 main:581] : INFO : Epoch 1999 | loss: 0.031249 | val_loss: 0.031251 | Time: 1635.48 ms [2021-10-04 02:31:11 main:581] : INFO : Epoch 2000 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1648.01 ms [2021-10-04 02:31:13 main:581] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1770.11 ms [2021-10-04 02:31:15 main:581] : INFO : Epoch 2002 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1782.62 ms [2021-10-04 02:31:16 main:581] : INFO : Epoch 2003 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1559.61 ms [2021-10-04 02:31:18 main:581] : INFO : Epoch 2004 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1468.8 ms [2021-10-04 02:31:19 main:581] : INFO : Epoch 2005 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1630.01 ms [2021-10-04 02:31:21 main:581] : INFO : Epoch 2006 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1736.99 ms [2021-10-04 02:31:23 main:581] : INFO : Epoch 2007 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1653.23 ms [2021-10-04 02:31:25 main:581] : INFO : Epoch 2008 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1837.83 ms [2021-10-04 02:31:27 main:581] : INFO : Epoch 2009 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 1841.69 ms [2021-10-04 02:31:28 main:581] : INFO : Epoch 2010 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 1595.23 ms [2021-10-04 02:31:30 main:581] : INFO : Epoch 2011 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1590.1 ms [2021-10-04 02:31:31 main:581] : INFO : Epoch 2012 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1534.39 ms [2021-10-04 02:31:33 main:581] : INFO : Epoch 2013 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 1583.82 ms [2021-10-04 02:31:35 main:581] : INFO : Epoch 2014 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1716.89 ms [2021-10-04 02:31:36 main:581] : INFO : Epoch 2015 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1825.8 ms [2021-10-04 02:31:38 main:581] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1663.99 ms [2021-10-04 02:31:40 main:581] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1586.13 ms [2021-10-04 02:31:41 main:581] : INFO : Epoch 2018 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1664.66 ms [2021-10-04 02:31:43 main:581] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1741.25 ms [2021-10-04 02:31:45 main:581] : INFO : Epoch 2020 | loss: 0.0312491 | val_loss: 0.0312531 | Time: 1766.73 ms [2021-10-04 02:31:47 main:581] : INFO : Epoch 2021 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1781.1 ms [2021-10-04 02:31:48 main:581] : INFO : Epoch 2022 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1674.59 ms [2021-10-04 02:31:50 main:581] : INFO : Epoch 2023 | loss: 0.0312488 | val_loss: 0.0312517 | Time: 1720.05 ms [2021-10-04 02:31:52 main:581] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312535 | Time: 1534.79 ms [2021-10-04 02:31:53 main:581] : INFO : Epoch 2025 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1638.87 ms [2021-10-04 02:31:55 main:581] : INFO : Epoch 2026 | loss: 0.031249 | val_loss: 0.0312529 | Time: 1643.67 ms [2021-10-04 02:31:56 main:581] : INFO : Epoch 2027 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1597.93 ms [2021-10-04 02:31:58 main:581] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1590.76 ms [2021-10-04 02:32:00 main:581] : INFO : Epoch 2029 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1692.07 ms [2021-10-04 02:32:01 main:581] : INFO : Epoch 2030 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1751.88 ms [2021-10-04 02:32:03 main:581] : INFO : Epoch 2031 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1667.71 ms [2021-10-04 02:32:05 main:581] : INFO : Epoch 2032 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1792.72 ms [2021-10-04 02:32:07 main:581] : INFO : Epoch 2033 | loss: 0.0312484 | val_loss: 0.0312504 | Time: 1771.98 ms [2021-10-04 02:32:08 main:581] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1689.44 ms [2021-10-04 02:32:10 main:581] : INFO : Epoch 2035 | loss: 0.0312487 | val_loss: 0.0312512 | Time: 1788.53 ms [2021-10-04 02:32:12 main:581] : INFO : Epoch 2036 | loss: 0.0312488 | val_loss: 0.031251 | Time: 1722.01 ms [2021-10-04 02:32:13 main:581] : INFO : Epoch 2037 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1573.83 ms [2021-10-04 02:32:15 main:581] : INFO : Epoch 2038 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 1644.23 ms [2021-10-04 02:32:17 main:581] : INFO : Epoch 2039 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1619.38 ms [2021-10-04 02:32:18 main:581] : INFO : Epoch 2040 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1490.17 ms [2021-10-04 02:32:20 main:581] : INFO : Epoch 2041 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1554.06 ms [2021-10-04 02:32:21 main:581] : INFO : Epoch 2042 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1625.9 ms [2021-10-04 02:32:23 main:581] : INFO : Epoch 2043 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 1663.18 ms [2021-10-04 02:32:25 main:581] : INFO : Epoch 2044 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1659.74 ms [2021-10-04 02:32:26 main:581] : INFO : Epoch 2045 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1596.56 ms [2021-10-04 02:32:28 main:581] : INFO : Epoch 2046 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1682.22 ms [2021-10-04 02:32:30 main:581] : INFO : Epoch 2047 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1738.51 ms [2021-10-04 02:32:31 main:581] : INFO : Epoch 2048 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1566.95 ms [2021-10-04 02:32:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312496 [2021-10-04 02:32:31 main:610] : INFO : Saving end state to config to file [2021-10-04 02:32:31 main:615] : INFO : Success, exiting.. 02:32:31 (13339): 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)