Task 5146098
| Name | ParityModified-1619580550-28189-1_0 |
| Workunit | 3091026 |
| Created | 4 May 2021, 9:53:12 UTC |
| Sent | 13 May 2021, 4:45:12 UTC |
| Report deadline | 20 May 2021, 4:45:12 UTC |
| Received | 13 May 2021, 6:44:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 5 sec |
| CPU time | 59 min 26 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>
main:574] : INFO : Epoch 1542 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1750.6 ms
[2021-05-13 01:32:30 main:574] : INFO : Epoch 1543 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1746.55 ms
[2021-05-13 01:32:32 main:574] : INFO : Epoch 1544 | loss: 0.0312528 | val_loss: 0.031251 | Time: 1753.45 ms
[2021-05-13 01:32:34 main:574] : INFO : Epoch 1545 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1762.93 ms
[2021-05-13 01:32:36 main:574] : INFO : Epoch 1546 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1758.25 ms
[2021-05-13 01:32:37 main:574] : INFO : Epoch 1547 | loss: 0.0312503 | val_loss: 0.031249 | Time: 1765.12 ms
[2021-05-13 01:32:39 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1748.92 ms
[2021-05-13 01:32:41 main:574] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1759.17 ms
[2021-05-13 01:32:43 main:574] : INFO : Epoch 1550 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1744.32 ms
[2021-05-13 01:32:44 main:574] : INFO : Epoch 1551 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1741.91 ms
[2021-05-13 01:32:46 main:574] : INFO : Epoch 1552 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1743.25 ms
[2021-05-13 01:32:48 main:574] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1768.17 ms
[2021-05-13 01:32:50 main:574] : INFO : Epoch 1554 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 1747.42 ms
[2021-05-13 01:32:51 main:574] : INFO : Epoch 1555 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1756.6 ms
[2021-05-13 01:32:53 main:574] : INFO : Epoch 1556 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1755.04 ms
[2021-05-13 01:32:55 main:574] : INFO : Epoch 1557 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1754.29 ms
[2021-05-13 01:32:57 main:574] : INFO : Epoch 1558 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1746.72 ms
[2021-05-13 01:32:58 main:574] : INFO : Epoch 1559 | loss: 0.0312509 | val_loss: 0.0312546 | Time: 1742.55 ms
[2021-05-13 01:33:00 main:574] : INFO : Epoch 1560 | loss: 0.0312535 | val_loss: 0.0312565 | Time: 1753.15 ms
[2021-05-13 01:33:02 main:574] : INFO : Epoch 1561 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1743.1 ms
[2021-05-13 01:33:04 main:574] : INFO : Epoch 1562 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1751.98 ms
[2021-05-13 01:33:06 main:574] : INFO : Epoch 1563 | loss: 0.0312507 | val_loss: 0.0312487 | Time: 1755.67 ms
[2021-05-13 01:33:07 main:574] : INFO : Epoch 1564 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1745.51 ms
[2021-05-13 01:33:09 main:574] : INFO : Epoch 1565 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1736.02 ms
[2021-05-13 01:33:11 main:574] : INFO : Epoch 1566 | loss: 0.0312513 | val_loss: 0.0312496 | Time: 1752.9 ms
[2021-05-13 01:33:13 main:574] : INFO : Epoch 1567 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1739.87 ms
[2021-05-13 01:33:14 main:574] : INFO : Epoch 1568 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1751.85 ms
[2021-05-13 01:33:16 main:574] : INFO : Epoch 1569 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1737.66 ms
[2021-05-13 01:33:18 main:574] : INFO : Epoch 1570 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1746.69 ms
[2021-05-13 01:33:20 main:574] : INFO : Epoch 1571 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1753.81 ms
[2021-05-13 01:33:21 main:574] : INFO : Epoch 1572 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1739.42 ms
[2021-05-13 01:33:23 main:574] : INFO : Epoch 1573 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 1745.2 ms
[2021-05-13 01:33:25 main:574] : INFO : Epoch 1574 | loss: 0.0312535 | val_loss: 0.0312539 | Time: 1756.41 ms
[2021-05-13 01:33:27 main:574] : INFO : Epoch 1575 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1736.28 ms
[2021-05-13 01:33:28 main:574] : INFO : Epoch 1576 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1768.59 ms
[2021-05-13 01:33:30 main:574] : INFO : Epoch 1577 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1757.84 ms
[2021-05-13 01:33:32 main:574] : INFO : Epoch 1578 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1744.3 ms
[2021-05-13 01:33:34 main:574] : INFO : Epoch 1579 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1755.61 ms
[2021-05-13 01:33:35 main:574] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1752.91 ms
[2021-05-13 01:33:37 main:574] : INFO : Epoch 1581 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1750.44 ms
[2021-05-13 01:33:39 main:574] : INFO : Epoch 1582 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1756.41 ms
[2021-05-13 01:33:41 main:574] : INFO : Epoch 1583 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1745.55 ms
[2021-05-13 01:33:42 main:574] : INFO : Epoch 1584 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1754.98 ms
[2021-05-13 01:33:44 main:574] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1746.11 ms
[2021-05-13 01:33:46 main:574] : INFO : Epoch 1586 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1751.71 ms
[2021-05-13 01:33:48 main:574] : INFO : Epoch 1587 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1757.43 ms
[2021-05-13 01:33:49 main:574] : INFO : Epoch 1588 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1785.37 ms
[2021-05-13 01:33:51 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1761.75 ms
[2021-05-13 01:33:53 main:574] : INFO : Epoch 1590 | loss: 0.031254 | val_loss: 0.0312498 | Time: 1797.06 ms
[2021-05-13 01:33:55 main:574] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.031254 | Time: 1760.36 ms
[2021-05-13 01:33:56 main:574] : INFO : Epoch 1592 | loss: 0.031251 | val_loss: 0.0312527 | Time: 1735.34 ms
[2021-05-13 01:33:58 main:574] : INFO : Epoch 1593 | loss: 0.0312523 | val_loss: 0.0312499 | Time: 1747.54 ms
[2021-05-13 01:34:00 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1757.42 ms
[2021-05-13 01:34:02 main:574] : INFO : Epoch 1595 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 1754.14 ms
[2021-05-13 01:34:04 main:574] : INFO : Epoch 1596 | loss: 0.0312521 | val_loss: 0.0312533 | Time: 1748.03 ms
[2021-05-13 01:34:05 main:574] : INFO : Epoch 1597 | loss: 0.031252 | val_loss: 0.0312516 | Time: 1748.82 ms
[2021-05-13 01:34:07 main:574] : INFO : Epoch 1598 | loss: 0.0312508 | val_loss: 0.0312533 | Time: 1754.4 ms
[2021-05-13 01:34:09 main:574] : INFO : Epoch 1599 | loss: 0.0312513 | val_loss: 0.0312493 | Time: 1749.5 ms
[2021-05-13 01:34:11 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1751.2 ms
[2021-05-13 01:34:12 main:574] : INFO : Epoch 1601 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1751.68 ms
[2021-05-13 01:34:14 main:574] : INFO : Epoch 1602 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1744.58 ms
[2021-05-13 01:34:16 main:574] : INFO : Epoch 1603 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1759.61 ms
[2021-05-13 01:34:18 main:574] : INFO : Epoch 1604 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1756.55 ms
[2021-05-13 01:34:19 main:574] : INFO : Epoch 1605 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1742.59 ms
[2021-05-13 01:34:21 main:574] : INFO : Epoch 1606 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1732.62 ms
[2021-05-13 01:34:23 main:574] : INFO : Epoch 1607 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1748.45 ms
[2021-05-13 01:34:25 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1752.17 ms
[2021-05-13 01:34:26 main:574] : INFO : Epoch 1609 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1752.77 ms
[2021-05-13 01:34:28 main:574] : INFO : Epoch 1610 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1757.38 ms
[2021-05-13 01:34:30 main:574] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1755.84 ms
[2021-05-13 01:34:32 main:574] : INFO : Epoch 1612 | loss: 0.03125 | val_loss: 0.0312536 | Time: 1754.78 ms
[2021-05-13 01:34:33 main:574] : INFO : Epoch 1613 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 1748.19 ms
[2021-05-13 01:34:35 main:574] : INFO : Epoch 1614 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1739.41 ms
[2021-05-13 01:34:37 main:574] : INFO : Epoch 1615 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1750.83 ms
[2021-05-13 01:34:39 main:574] : INFO : Epoch 1616 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1749.93 ms
[2021-05-13 01:34:40 main:574] : INFO : Epoch 1617 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1741.06 ms
[2021-05-13 01:34:42 main:574] : INFO : Epoch 1618 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1751.91 ms
[2021-05-13 01:34:44 main:574] : INFO : Epoch 1619 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1760.09 ms
[2021-05-13 01:34:46 main:574] : INFO : Epoch 1620 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1759.58 ms
[2021-05-13 01:34:47 main:574] : INFO : Epoch 1621 | loss: 0.0312489 | val_loss: 0.0312518 | Time: 1744.69 ms
[2021-05-13 01:34:49 main:574] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1741.48 ms
[2021-05-13 01:34:51 main:574] : INFO : Epoch 1623 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1752.08 ms
[2021-05-13 01:34:53 main:574] : INFO : Epoch 1624 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1755.33 ms
[2021-05-13 01:34:54 main:574] : INFO : Epoch 1625 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1747.98 ms
[2021-05-13 01:34:56 main:574] : INFO : Epoch 1626 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1753.19 ms
[2021-05-13 01:34:58 main:574] : INFO : Epoch 1627 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1749.39 ms
[2021-05-13 01:35:00 main:574] : INFO : Epoch 1628 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1761.66 ms
[2021-05-13 01:35:01 main:574] : INFO : Epoch 1629 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1760.64 ms
[2021-05-13 01:35:03 main:574] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1746 ms
[2021-05-13 01:35:05 main:574] : INFO : Epoch 1631 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1747.37 ms
[2021-05-13 01:35:07 main:574] : INFO : Epoch 1632 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1751.57 ms
[2021-05-13 01:35:08 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1760.52 ms
[2021-05-13 01:35:10 main:574] : INFO : Epoch 1634 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1738.91 ms
[2021-05-13 01:35:12 main:574] : INFO : Epoch 1635 | loss: 0.0312546 | val_loss: 0.0312569 | Time: 1738.41 ms
[2021-05-13 01:35:14 main:574] : INFO : Epoch 1636 | loss: 0.0312523 | val_loss: 0.0312531 | Time: 1750.25 ms
[2021-05-13 01:35:15 main:574] : INFO : Epoch 1637 | loss: 0.0312533 | val_loss: 0.0312516 | Time: 1738.46 ms
[2021-05-13 01:35:17 main:574] : INFO : Epoch 1638 | loss: 0.0312531 | val_loss: 0.0312509 | Time: 1757.95 ms
[2021-05-13 01:35:19 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1744.61 ms
[2021-05-13 01:35:21 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1742.11 ms
[2021-05-13 01:35:22 main:574] : INFO : Epoch 1641 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1746.16 ms
[2021-05-13 01:35:24 main:574] : INFO : Epoch 1642 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1745.06 ms
[2021-05-13 01:35:26 main:574] : INFO : Epoch 1643 | loss: 0.0312502 | val_loss: 0.031257 | Time: 1758.89 ms
[2021-05-13 01:35:28 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 1744.32 ms
[2021-05-13 01:35:29 main:574] : INFO : Epoch 1645 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 1744.81 ms
[2021-05-13 01:35:31 main:574] : INFO : Epoch 1646 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1750.04 ms
[2021-05-13 01:35:33 main:574] : INFO : Epoch 1647 | loss: 0.03125 | val_loss: 0.0312539 | Time: 1749.3 ms
[2021-05-13 01:35:35 main:574] : INFO : Epoch 1648 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1759.51 ms
[2021-05-13 01:35:37 main:574] : INFO : Epoch 1649 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1757.5 ms
[2021-05-13 01:35:38 main:574] : INFO : Epoch 1650 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 1756.9 ms
[2021-05-13 01:35:40 main:574] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1754.47 ms
[2021-05-13 01:35:42 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1751.38 ms
[2021-05-13 01:35:44 main:574] : INFO : Epoch 1653 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 1746.28 ms
[2021-05-13 01:35:45 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1748.83 ms
[2021-05-13 01:35:47 main:574] : INFO : Epoch 1655 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1750.27 ms
[2021-05-13 01:35:49 main:574] : INFO : Epoch 1656 | loss: 0.0312497 | val_loss: 0.0312554 | Time: 1755.59 ms
[2021-05-13 01:35:51 main:574] : INFO : Epoch 1657 | loss: 0.0312509 | val_loss: 0.0312494 | Time: 1749.37 ms
[2021-05-13 01:35:52 main:574] : INFO : Epoch 1658 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1751.62 ms
[2021-05-13 01:35:54 main:574] : INFO : Epoch 1659 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1744.12 ms
[2021-05-13 01:35:56 main:574] : INFO : Epoch 1660 | loss: 0.031252 | val_loss: 0.0312512 | Time: 1749.49 ms
[2021-05-13 01:35:58 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1755.49 ms
[2021-05-13 01:35:59 main:574] : INFO : Epoch 1662 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1748.64 ms
[2021-05-13 01:36:01 main:574] : INFO : Epoch 1663 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1762.83 ms
[2021-05-13 01:36:03 main:574] : INFO : Epoch 1664 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 1746.65 ms
[2021-05-13 01:36:05 main:574] : INFO : Epoch 1665 | loss: 0.0312519 | val_loss: 0.0312495 | Time: 1745.51 ms
[2021-05-13 01:36:06 main:574] : INFO : Epoch 1666 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1745.17 ms
[2021-05-13 01:36:08 main:574] : INFO : Epoch 1667 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1761.77 ms
[2021-05-13 01:36:10 main:574] : INFO : Epoch 1668 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1740.71 ms
[2021-05-13 01:36:12 main:574] : INFO : Epoch 1669 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1736.18 ms
[2021-05-13 01:36:13 main:574] : INFO : Epoch 1670 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1755.14 ms
[2021-05-13 01:36:15 main:574] : INFO : Epoch 1671 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 1751.53 ms
[2021-05-13 01:36:17 main:574] : INFO : Epoch 1672 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1735.99 ms
[2021-05-13 01:36:19 main:574] : INFO : Epoch 1673 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1745.12 ms
[2021-05-13 01:36:20 main:574] : INFO : Epoch 1674 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1743.16 ms
[2021-05-13 01:36:22 main:574] : INFO : Epoch 1675 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1745.45 ms
[2021-05-13 01:36:24 main:574] : INFO : Epoch 1676 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 1755.48 ms
[2021-05-13 01:36:26 main:574] : INFO : Epoch 1677 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1753.57 ms
[2021-05-13 01:36:27 main:574] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1765.55 ms
[2021-05-13 01:36:29 main:574] : INFO : Epoch 1679 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1753.05 ms
[2021-05-13 01:36:31 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 1740.78 ms
[2021-05-13 01:36:33 main:574] : INFO : Epoch 1681 | loss: 0.0312513 | val_loss: 0.0312498 | Time: 1744.45 ms
[2021-05-13 01:36:34 main:574] : INFO : Epoch 1682 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1747.84 ms
[2021-05-13 01:36:36 main:574] : INFO : Epoch 1683 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1753.17 ms
[2021-05-13 01:36:38 main:574] : INFO : Epoch 1684 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1743.34 ms
[2021-05-13 01:36:40 main:574] : INFO : Epoch 1685 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1749.04 ms
[2021-05-13 01:36:41 main:574] : INFO : Epoch 1686 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1756.98 ms
[2021-05-13 01:36:43 main:574] : INFO : Epoch 1687 | loss: 0.03125 | val_loss: 0.0312488 | Time: 1761.36 ms
[2021-05-13 01:36:45 main:574] : INFO : Epoch 1688 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1748.54 ms
[2021-05-13 01:36:47 main:574] : INFO : Epoch 1689 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1754.26 ms
[2021-05-13 01:36:48 main:574] : INFO : Epoch 1690 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1746.69 ms
[2021-05-13 01:36:50 main:574] : INFO : Epoch 1691 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1760.68 ms
[2021-05-13 01:36:52 main:574] : INFO : Epoch 1692 | loss: 0.0312502 | val_loss: 0.0312487 | Time: 1735.27 ms
[2021-05-13 01:36:54 main:574] : INFO : Epoch 1693 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1766.2 ms
[2021-05-13 01:36:55 main:574] : INFO : Epoch 1694 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1754.64 ms
[2021-05-13 01:36:57 main:574] : INFO : Epoch 1695 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1738.03 ms
[2021-05-13 01:36:59 main:574] : INFO : Epoch 1696 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1736.52 ms
[2021-05-13 01:37:01 main:574] : INFO : Epoch 1697 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1752.82 ms
[2021-05-13 01:37:02 main:574] : INFO : Epoch 1698 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1747.89 ms
[2021-05-13 01:37:04 main:574] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1749.73 ms
[2021-05-13 01:37:06 main:574] : INFO : Epoch 1700 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 1739.66 ms
[2021-05-13 01:37:08 main:574] : INFO : Epoch 1701 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1764.91 ms
[2021-05-13 01:37:10 main:574] : INFO : Epoch 1702 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 1749.47 ms
[2021-05-13 01:37:11 main:574] : INFO : Epoch 1703 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 1733.84 ms
[2021-05-13 01:37:13 main:574] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1754.17 ms
[2021-05-13 01:37:15 main:574] : INFO : Epoch 1705 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1764.12 ms
[2021-05-13 01:37:17 main:574] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 1750.61 ms
[2021-05-13 01:37:18 main:574] : INFO : Epoch 1707 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1755.6 ms
[2021-05-13 01:37:20 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1753.75 ms
[2021-05-13 01:37:22 main:574] : INFO : Epoch 1709 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1742.32 ms
[2021-05-13 01:37:24 main:574] : INFO : Epoch 1710 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1754.49 ms
[2021-05-13 01:37:25 main:574] : INFO : Epoch 1711 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1756.34 ms
[2021-05-13 01:37:27 main:574] : INFO : Epoch 1712 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1763.52 ms
[2021-05-13 01:37:29 main:574] : INFO : Epoch 1713 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1743.18 ms
[2021-05-13 01:37:31 main:574] : INFO : Epoch 1714 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1758.29 ms
[2021-05-13 01:37:32 main:574] : INFO : Epoch 1715 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1741.65 ms
[2021-05-13 01:37:34 main:574] : INFO : Epoch 1716 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1745.9 ms
[2021-05-13 01:37:36 main:574] : INFO : Epoch 1717 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1761.91 ms
[2021-05-13 01:37:38 main:574] : INFO : Epoch 1718 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1737.7 ms
[2021-05-13 01:37:39 main:574] : INFO : Epoch 1719 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1747.27 ms
[2021-05-13 01:37:41 main:574] : INFO : Epoch 1720 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1756.86 ms
[2021-05-13 01:37:43 main:574] : INFO : Epoch 1721 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1747.43 ms
[2021-05-13 01:37:45 main:574] : INFO : Epoch 1722 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1745.57 ms
[2021-05-13 01:37:46 main:574] : INFO : Epoch 1723 | loss: 0.0312486 | val_loss: 0.0312532 | Time: 1754.82 ms
[2021-05-13 01:37:48 main:574] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312553 | Time: 1751.92 ms
[2021-05-13 01:37:50 main:574] : INFO : Epoch 1725 | loss: 0.0312516 | val_loss: 0.0312495 | Time: 1742.22 ms
[2021-05-13 01:37:52 main:574] : INFO : Epoch 1726 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1755.78 ms
[2021-05-13 01:37:53 main:574] : INFO : Epoch 1727 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1747.08 ms
[2021-05-13 01:37:55 main:574] : INFO : Epoch 1728 | loss: 0.0312487 | val_loss: 0.0312513 | Time: 1755.31 ms
[2021-05-13 01:37:57 main:574] : INFO : Epoch 1729 | loss: 0.031249 | val_loss: 0.031249 | Time: 1753.48 ms
[2021-05-13 01:37:59 main:574] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1757 ms
[2021-05-13 01:38:00 main:574] : INFO : Epoch 1731 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1755.31 ms
[2021-05-13 01:38:02 main:574] : INFO : Epoch 1732 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1760.71 ms
[2021-05-13 01:38:04 main:574] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1745.99 ms
[2021-05-13 01:38:06 main:574] : INFO : Epoch 1734 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1757.02 ms
[2021-05-13 01:38:07 main:574] : INFO : Epoch 1735 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1744.49 ms
[2021-05-13 01:38:09 main:574] : INFO : Epoch 1736 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1754.47 ms
[2021-05-13 01:38:11 main:574] : INFO : Epoch 1737 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1753.58 ms
[2021-05-13 01:38:13 main:574] : INFO : Epoch 1738 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1757.78 ms
[2021-05-13 01:38:15 main:574] : INFO : Epoch 1739 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1752.39 ms
[2021-05-13 01:38:16 main:574] : INFO : Epoch 1740 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1756.36 ms
[2021-05-13 01:38:18 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312546 | Time: 1739.08 ms
[2021-05-13 01:38:20 main:574] : INFO : Epoch 1742 | loss: 0.0312501 | val_loss: 0.0312488 | Time: 1750.54 ms
[2021-05-13 01:38:22 main:574] : INFO : Epoch 1743 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1753.81 ms
[2021-05-13 01:38:23 main:574] : INFO : Epoch 1744 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 1733.78 ms
[2021-05-13 01:38:25 main:574] : INFO : Epoch 1745 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1743.73 ms
[2021-05-13 01:38:27 main:574] : INFO : Epoch 1746 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1749.88 ms
[2021-05-13 01:38:29 main:574] : INFO : Epoch 1747 | loss: 0.0312508 | val_loss: 0.031249 | Time: 1751.72 ms
[2021-05-13 01:38:30 main:574] : INFO : Epoch 1748 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1751.18 ms
[2021-05-13 01:38:32 main:574] : INFO : Epoch 1749 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1744.46 ms
[2021-05-13 01:38:34 main:574] : INFO : Epoch 1750 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1744.33 ms
[2021-05-13 01:38:36 main:574] : INFO : Epoch 1751 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1761.3 ms
[2021-05-13 01:38:37 main:574] : INFO : Epoch 1752 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1738.1 ms
[2021-05-13 01:38:39 main:574] : INFO : Epoch 1753 | loss: 0.031249 | val_loss: 0.0312545 | Time: 1748.87 ms
[2021-05-13 01:38:41 main:574] : INFO : Epoch 1754 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 1739.83 ms
[2021-05-13 01:38:43 main:574] : INFO : Epoch 1755 | loss: 0.0312509 | val_loss: 0.0312494 | Time: 1752.1 ms
[2021-05-13 01:38:44 main:574] : INFO : Epoch 1756 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1748.01 ms
[2021-05-13 01:38:46 main:574] : INFO : Epoch 1757 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1757.99 ms
[2021-05-13 01:38:48 main:574] : INFO : Epoch 1758 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1751.3 ms
[2021-05-13 01:38:50 main:574] : INFO : Epoch 1759 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1749.03 ms
[2021-05-13 01:38:51 main:574] : INFO : Epoch 1760 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1744.48 ms
[2021-05-13 01:38:53 main:574] : INFO : Epoch 1761 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1753.87 ms
[2021-05-13 01:38:55 main:574] : INFO : Epoch 1762 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1750.51 ms
[2021-05-13 01:38:57 main:574] : INFO : Epoch 1763 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1747.52 ms
[2021-05-13 01:38:58 main:574] : INFO : Epoch 1764 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1749.22 ms
[2021-05-13 01:39:00 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1739.51 ms
[2021-05-13 01:39:02 main:574] : INFO : Epoch 1766 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1744.73 ms
[2021-05-13 01:39:04 main:574] : INFO : Epoch 1767 | loss: 0.0312507 | val_loss: 0.031256 | Time: 1743.61 ms
[2021-05-13 01:39:05 main:574] : INFO : Epoch 1768 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 1754 ms
[2021-05-13 01:39:07 main:574] : INFO : Epoch 1769 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1745.46 ms
[2021-05-13 01:39:09 main:574] : INFO : Epoch 1770 | loss: 0.0312506 | val_loss: 0.0312534 | Time: 1756.14 ms
[2021-05-13 01:39:11 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1747.74 ms
[2021-05-13 01:39:12 main:574] : INFO : Epoch 1772 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1750.72 ms
[2021-05-13 01:39:14 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1747.78 ms
[2021-05-13 01:39:16 main:574] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1757.02 ms
[2021-05-13 01:39:18 main:574] : INFO : Epoch 1775 | loss: 0.0312493 | val_loss: 0.0312563 | Time: 1749.65 ms
[2021-05-13 01:39:19 main:574] : INFO : Epoch 1776 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1750.42 ms
[2021-05-13 01:39:21 main:574] : INFO : Epoch 1777 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1744.21 ms
[2021-05-13 01:39:23 main:574] : INFO : Epoch 1778 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1752.62 ms
[2021-05-13 01:39:25 main:574] : INFO : Epoch 1779 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1758.28 ms
[2021-05-13 01:39:26 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1740.78 ms
[2021-05-13 01:39:28 main:574] : INFO : Epoch 1781 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1746.61 ms
[2021-05-13 01:39:30 main:574] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1759.85 ms
[2021-05-13 01:39:32 main:574] : INFO : Epoch 1783 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1748.14 ms
[2021-05-13 01:39:33 main:574] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1743.81 ms
[2021-05-13 01:39:35 main:574] : INFO : Epoch 1785 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1754.34 ms
[2021-05-13 01:39:37 main:574] : INFO : Epoch 1786 | loss: 0.0312488 | val_loss: 0.0312566 | Time: 1743.61 ms
[2021-05-13 01:39:39 main:574] : INFO : Epoch 1787 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 1746.56 ms
[2021-05-13 01:39:40 main:574] : INFO : Epoch 1788 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1761.72 ms
[2021-05-13 01:39:42 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312529 | Time: 1743.62 ms
[2021-05-13 01:39:44 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312485 | Time: 1744.49 ms
[2021-05-13 01:39:46 main:574] : INFO : Epoch 1791 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1748.81 ms
[2021-05-13 01:39:47 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1744.24 ms
[2021-05-13 01:39:49 main:574] : INFO : Epoch 1793 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1745.21 ms
[2021-05-13 01:39:51 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1750.88 ms
[2021-05-13 01:39:53 main:574] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1736.48 ms
[2021-05-13 01:39:54 main:574] : INFO : Epoch 1796 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1757.66 ms
[2021-05-13 01:39:56 main:574] : INFO : Epoch 1797 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1742.6 ms
[2021-05-13 01:39:58 main:574] : INFO : Epoch 1798 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1758.48 ms
[2021-05-13 01:40:00 main:574] : INFO : Epoch 1799 | loss: 0.0312494 | val_loss: 0.0312528 | Time: 1747.65 ms
[2021-05-13 01:40:01 main:574] : INFO : Epoch 1800 | loss: 0.031249 | val_loss: 0.031249 | Time: 1765.63 ms
[2021-05-13 01:40:03 main:574] : INFO : Epoch 1801 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1742.32 ms
[2021-05-13 01:40:05 main:574] : INFO : Epoch 1802 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1746.85 ms
[2021-05-13 01:40:07 main:574] : INFO : Epoch 1803 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1737.82 ms
[2021-05-13 01:40:08 main:574] : INFO : Epoch 1804 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1743.36 ms
[2021-05-13 01:40:10 main:574] : INFO : Epoch 1805 | loss: 0.0312501 | val_loss: 0.0312533 | Time: 1763.1 ms
[2021-05-13 01:40:12 main:574] : INFO : Epoch 1806 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1755.31 ms
[2021-05-13 01:40:14 main:574] : INFO : Epoch 1807 | loss: 0.0312655 | val_loss: 0.0312726 | Time: 1746.28 ms
[2021-05-13 01:40:16 main:574] : INFO : Epoch 1808 | loss: 0.0312657 | val_loss: 0.0312574 | Time: 1751.86 ms
[2021-05-13 01:40:17 main:574] : INFO : Epoch 1809 | loss: 0.0312555 | val_loss: 0.0312536 | Time: 1745.12 ms
[2021-05-13 01:40:19 main:574] : INFO : Epoch 1810 | loss: 0.0312528 | val_loss: 0.0312496 | Time: 1747.46 ms
[2021-05-13 01:40:21 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1759.56 ms
[2021-05-13 01:40:23 main:574] : INFO : Epoch 1812 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1748.88 ms
[2021-05-13 01:40:24 main:574] : INFO : Epoch 1813 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1755.16 ms
[2021-05-13 01:40:26 main:574] : INFO : Epoch 1814 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1752.56 ms
[2021-05-13 01:40:28 main:574] : INFO : Epoch 1815 | loss: 0.0312482 | val_loss: 0.031249 | Time: 1746.87 ms
[2021-05-13 01:40:30 main:574] : INFO : Epoch 1816 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1750.04 ms
[2021-05-13 01:40:31 main:574] : INFO : Epoch 1817 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 1749.02 ms
[2021-05-13 01:40:33 main:574] : INFO : Epoch 1818 | loss: 0.0312508 | val_loss: 0.0312492 | Time: 1751.08 ms
[2021-05-13 01:40:35 main:574] : INFO : Epoch 1819 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1746.75 ms
[2021-05-13 01:40:37 main:574] : INFO : Epoch 1820 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1752.55 ms
[2021-05-13 01:40:38 main:574] : INFO : Epoch 1821 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1752.78 ms
[2021-05-13 01:40:40 main:574] : INFO : Epoch 1822 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1749.51 ms
[2021-05-13 01:40:42 main:574] : INFO : Epoch 1823 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1757.82 ms
[2021-05-13 01:40:44 main:574] : INFO : Epoch 1824 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 1759.68 ms
[2021-05-13 01:40:45 main:574] : INFO : Epoch 1825 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1755.72 ms
[2021-05-13 01:40:47 main:574] : INFO : Epoch 1826 | loss: 0.0312487 | val_loss: 0.0312514 | Time: 1747.37 ms
[2021-05-13 01:40:49 main:574] : INFO : Epoch 1827 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1759.41 ms
[2021-05-13 01:40:51 main:574] : INFO : Epoch 1828 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1737.17 ms
[2021-05-13 01:40:52 main:574] : INFO : Epoch 1829 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1750.88 ms
[2021-05-13 01:40:54 main:574] : INFO : Epoch 1830 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1743.11 ms
[2021-05-13 01:40:56 main:574] : INFO : Epoch 1831 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1750.21 ms
[2021-05-13 01:40:58 main:574] : INFO : Epoch 1832 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1753.28 ms
[2021-05-13 01:40:59 main:574] : INFO : Epoch 1833 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1744.95 ms
[2021-05-13 01:41:01 main:574] : INFO : Epoch 1834 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 1750.07 ms
[2021-05-13 01:41:03 main:574] : INFO : Epoch 1835 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 1760.31 ms
[2021-05-13 01:41:05 main:574] : INFO : Epoch 1836 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 1749.72 ms
[2021-05-13 01:41:06 main:574] : INFO : Epoch 1837 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1748.46 ms
[2021-05-13 01:41:08 main:574] : INFO : Epoch 1838 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1732.6 ms
[2021-05-13 01:41:10 main:574] : INFO : Epoch 1839 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1743.84 ms
[2021-05-13 01:41:12 main:574] : INFO : Epoch 1840 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1750.61 ms
[2021-05-13 01:41:13 main:574] : INFO : Epoch 1841 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1746.4 ms
[2021-05-13 01:41:15 main:574] : INFO : Epoch 1842 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1747.24 ms
[2021-05-13 01:41:17 main:574] : INFO : Epoch 1843 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1757.59 ms
[2021-05-13 01:41:19 main:574] : INFO : Epoch 1844 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1739.5 ms
[2021-05-13 01:41:20 main:574] : INFO : Epoch 1845 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1757.69 ms
[2021-05-13 01:41:22 main:574] : INFO : Epoch 1846 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1738.28 ms
[2021-05-13 01:41:24 main:574] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1734.11 ms
[2021-05-13 01:41:26 main:574] : INFO : Epoch 1848 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1752.33 ms
[2021-05-13 01:41:27 main:574] : INFO : Epoch 1849 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1753.94 ms
[2021-05-13 01:41:29 main:574] : INFO : Epoch 1850 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1752.7 ms
[2021-05-13 01:41:31 main:574] : INFO : Epoch 1851 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1764.03 ms
[2021-05-13 01:41:33 main:574] : INFO : Epoch 1852 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1736.07 ms
[2021-05-13 01:41:34 main:574] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1751.98 ms
[2021-05-13 01:41:36 main:574] : INFO : Epoch 1854 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1754.42 ms
[2021-05-13 01:41:38 main:574] : INFO : Epoch 1855 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1756.05 ms
[2021-05-13 01:41:40 main:574] : INFO : Epoch 1856 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 1745.67 ms
[2021-05-13 01:41:41 main:574] : INFO : Epoch 1857 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1752.76 ms
[2021-05-13 01:41:43 main:574] : INFO : Epoch 1858 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1752.48 ms
[2021-05-13 01:41:45 main:574] : INFO : Epoch 1859 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1757.65 ms
[2021-05-13 01:41:47 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1748.54 ms
[2021-05-13 01:41:49 main:574] : INFO : Epoch 1861 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1747.41 ms
[2021-05-13 01:41:50 main:574] : INFO : Epoch 1862 | loss: 0.0312509 | val_loss: 0.0312542 | Time: 1751.5 ms
[2021-05-13 01:41:52 main:574] : INFO : Epoch 1863 | loss: 0.0312514 | val_loss: 0.0312495 | Time: 1753.05 ms
[2021-05-13 01:41:54 main:574] : INFO : Epoch 1864 | loss: 0.0312489 | val_loss: 0.0312516 | Time: 1756.46 ms
[2021-05-13 01:41:56 main:574] : INFO : Epoch 1865 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1753.56 ms
[2021-05-13 01:41:57 main:574] : INFO : Epoch 1866 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1750.96 ms
[2021-05-13 01:41:59 main:574] : INFO : Epoch 1867 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1760.04 ms
[2021-05-13 01:42:01 main:574] : INFO : Epoch 1868 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1743.37 ms
[2021-05-13 01:42:03 main:574] : INFO : Epoch 1869 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1752.06 ms
[2021-05-13 01:42:04 main:574] : INFO : Epoch 1870 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1751.6 ms
[2021-05-13 01:42:06 main:574] : INFO : Epoch 1871 | loss: 0.0312484 | val_loss: 0.0312514 | Time: 1755.04 ms
[2021-05-13 01:42:08 main:574] : INFO : Epoch 1872 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1760.25 ms
[2021-05-13 01:42:10 main:574] : INFO : Epoch 1873 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1747.31 ms
[2021-05-13 01:42:11 main:574] : INFO : Epoch 1874 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1753.23 ms
[2021-05-13 01:42:13 main:574] : INFO : Epoch 1875 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1760.73 ms
[2021-05-13 01:42:15 main:574] : INFO : Epoch 1876 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1757.97 ms
[2021-05-13 01:42:17 main:574] : INFO : Epoch 1877 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 1750.8 ms
[2021-05-13 01:42:18 main:574] : INFO : Epoch 1878 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1752.32 ms
[2021-05-13 01:42:20 main:574] : INFO : Epoch 1879 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1750.83 ms
[2021-05-13 01:42:22 main:574] : INFO : Epoch 1880 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1741.8 ms
[2021-05-13 01:42:24 main:574] : INFO : Epoch 1881 | loss: 0.031248 | val_loss: 0.0312481 | Time: 1757.16 ms
[2021-05-13 01:42:25 main:574] : INFO : Epoch 1882 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1740.78 ms
[2021-05-13 01:42:27 main:574] : INFO : Epoch 1883 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1751.37 ms
[2021-05-13 01:42:29 main:574] : INFO : Epoch 1884 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1742.1 ms
[2021-05-13 01:42:31 main:574] : INFO : Epoch 1885 | loss: 0.0312488 | val_loss: 0.0312532 | Time: 1752.92 ms
[2021-05-13 01:42:32 main:574] : INFO : Epoch 1886 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1742.1 ms
[2021-05-13 01:42:34 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1744.98 ms
[2021-05-13 01:42:36 main:574] : INFO : Epoch 1888 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1758.7 ms
[2021-05-13 01:42:38 main:574] : INFO : Epoch 1889 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1750.11 ms
[2021-05-13 01:42:39 main:574] : INFO : Epoch 1890 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1747.7 ms
[2021-05-13 01:42:41 main:574] : INFO : Epoch 1891 | loss: 0.0312483 | val_loss: 0.0312507 | Time: 1761.06 ms
[2021-05-13 01:42:43 main:574] : INFO : Epoch 1892 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1745.46 ms
[2021-05-13 01:42:45 main:574] : INFO : Epoch 1893 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1757.07 ms
[2021-05-13 01:42:47 main:574] : INFO : Epoch 1894 | loss: 0.031248 | val_loss: 0.0312493 | Time: 1770.49 ms
[2021-05-13 01:42:48 main:574] : INFO : Epoch 1895 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1753.39 ms
[2021-05-13 01:42:50 main:574] : INFO : Epoch 1896 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1752.76 ms
[2021-05-13 01:42:52 main:574] : INFO : Epoch 1897 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1768.44 ms
[2021-05-13 01:42:54 main:574] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1744.09 ms
[2021-05-13 01:42:55 main:574] : INFO : Epoch 1899 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1753.63 ms
[2021-05-13 01:42:57 main:574] : INFO : Epoch 1900 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1751.58 ms
[2021-05-13 01:42:59 main:574] : INFO : Epoch 1901 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1743.76 ms
[2021-05-13 01:43:01 main:574] : INFO : Epoch 1902 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1751.99 ms
[2021-05-13 01:43:02 main:574] : INFO : Epoch 1903 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1750.88 ms
[2021-05-13 01:43:04 main:574] : INFO : Epoch 1904 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1752.76 ms
[2021-05-13 01:43:06 main:574] : INFO : Epoch 1905 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1752.05 ms
[2021-05-13 01:43:08 main:574] : INFO : Epoch 1906 | loss: 0.0312504 | val_loss: 0.0312488 | Time: 1750.43 ms
[2021-05-13 01:43:09 main:574] : INFO : Epoch 1907 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1743.14 ms
[2021-05-13 01:43:11 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1755.42 ms
[2021-05-13 01:43:13 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 1745.97 ms
[2021-05-13 01:43:15 main:574] : INFO : Epoch 1910 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1754.28 ms
[2021-05-13 01:43:16 main:574] : INFO : Epoch 1911 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1747.43 ms
[2021-05-13 01:43:18 main:574] : INFO : Epoch 1912 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1746.63 ms
[2021-05-13 01:43:20 main:574] : INFO : Epoch 1913 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1750.93 ms
[2021-05-13 01:43:22 main:574] : INFO : Epoch 1914 | loss: 0.0312512 | val_loss: 0.0312495 | Time: 1746.04 ms
[2021-05-13 01:43:23 main:574] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1743.44 ms
[2021-05-13 01:43:25 main:574] : INFO : Epoch 1916 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1742.83 ms
[2021-05-13 01:43:27 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312485 | Time: 1742.64 ms
[2021-05-13 01:43:29 main:574] : INFO : Epoch 1918 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1748.67 ms
[2021-05-13 01:43:30 main:574] : INFO : Epoch 1919 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1743.81 ms
[2021-05-13 01:43:32 main:574] : INFO : Epoch 1920 | loss: 0.0312481 | val_loss: 0.0312504 | Time: 1745.58 ms
[2021-05-13 01:43:34 main:574] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1766.89 ms
[2021-05-13 01:43:36 main:574] : INFO : Epoch 1922 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1757.51 ms
[2021-05-13 01:43:37 main:574] : INFO : Epoch 1923 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1760.68 ms
[2021-05-13 01:43:39 main:574] : INFO : Epoch 1924 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1734.48 ms
[2021-05-13 01:43:41 main:574] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 1757.67 ms
[2021-05-13 01:43:43 main:574] : INFO : Epoch 1926 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1762.31 ms
[2021-05-13 01:43:44 main:574] : INFO : Epoch 1927 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 1751.85 ms
[2021-05-13 01:43:46 main:574] : INFO : Epoch 1928 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1745.8 ms
[2021-05-13 01:43:48 main:574] : INFO : Epoch 1929 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1738.14 ms
[2021-05-13 01:43:50 main:574] : INFO : Epoch 1930 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1749.66 ms
[2021-05-13 01:43:51 main:574] : INFO : Epoch 1931 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1763.65 ms
[2021-05-13 01:43:53 main:574] : INFO : Epoch 1932 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1764.23 ms
[2021-05-13 01:43:55 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 1748.73 ms
[2021-05-13 01:43:57 main:574] : INFO : Epoch 1934 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1756.63 ms
[2021-05-13 01:43:58 main:574] : INFO : Epoch 1935 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1755.37 ms
[2021-05-13 01:44:00 main:574] : INFO : Epoch 1936 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1747.02 ms
[2021-05-13 01:44:02 main:574] : INFO : Epoch 1937 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1748.74 ms
[2021-05-13 01:44:04 main:574] : INFO : Epoch 1938 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1749.39 ms
[2021-05-13 01:44:05 main:574] : INFO : Epoch 1939 | loss: 0.031248 | val_loss: 0.0312483 | Time: 1742.07 ms
[2021-05-13 01:44:07 main:574] : INFO : Epoch 1940 | loss: 0.0312481 | val_loss: 0.0312508 | Time: 1759.68 ms
[2021-05-13 01:44:09 main:574] : INFO : Epoch 1941 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1756.59 ms
[2021-05-13 01:44:11 main:574] : INFO : Epoch 1942 | loss: 0.0312479 | val_loss: 0.0312505 | Time: 1761.83 ms
[2021-05-13 01:44:13 main:574] : INFO : Epoch 1943 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1761.9 ms
[2021-05-13 01:44:14 main:574] : INFO : Epoch 1944 | loss: 0.031248 | val_loss: 0.0312506 | Time: 1743.07 ms
[2021-05-13 01:44:16 main:574] : INFO : Epoch 1945 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1746.68 ms
[2021-05-13 01:44:18 main:574] : INFO : Epoch 1946 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1745.16 ms
[2021-05-13 01:44:20 main:574] : INFO : Epoch 1947 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1754.24 ms
[2021-05-13 01:44:21 main:574] : INFO : Epoch 1948 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1741.52 ms
[2021-05-13 01:44:23 main:574] : INFO : Epoch 1949 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1747.92 ms
[2021-05-13 01:44:25 main:574] : INFO : Epoch 1950 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1756.59 ms
[2021-05-13 01:44:27 main:574] : INFO : Epoch 1951 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1753.63 ms
[2021-05-13 01:44:28 main:574] : INFO : Epoch 1952 | loss: 0.031248 | val_loss: 0.0312498 | Time: 1741.97 ms
[2021-05-13 01:44:30 main:574] : INFO : Epoch 1953 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 1745.16 ms
[2021-05-13 01:44:32 main:574] : INFO : Epoch 1954 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1747.55 ms
[2021-05-13 01:44:34 main:574] : INFO : Epoch 1955 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1737.28 ms
[2021-05-13 01:44:35 main:574] : INFO : Epoch 1956 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1752.51 ms
[2021-05-13 01:44:37 main:574] : INFO : Epoch 1957 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1748.62 ms
[2021-05-13 01:44:39 main:574] : INFO : Epoch 1958 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1740.97 ms
[2021-05-13 01:44:41 main:574] : INFO : Epoch 1959 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 1741.29 ms
[2021-05-13 01:44:42 main:574] : INFO : Epoch 1960 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1754.36 ms
[2021-05-13 01:44:44 main:574] : INFO : Epoch 1961 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1745.46 ms
[2021-05-13 01:44:46 main:574] : INFO : Epoch 1962 | loss: 0.0312481 | val_loss: 0.0312517 | Time: 1756.17 ms
[2021-05-13 01:44:48 main:574] : INFO : Epoch 1963 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 1751.1 ms
[2021-05-13 01:44:49 main:574] : INFO : Epoch 1964 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1750.37 ms
[2021-05-13 01:44:51 main:574] : INFO : Epoch 1965 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1746.06 ms
[2021-05-13 01:44:53 main:574] : INFO : Epoch 1966 | loss: 0.0312487 | val_loss: 0.0312537 | Time: 1751.25 ms
[2021-05-13 01:44:55 main:574] : INFO : Epoch 1967 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1752.87 ms
[2021-05-13 01:44:56 main:574] : INFO : Epoch 1968 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1735.87 ms
[2021-05-13 01:44:58 main:574] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1748.72 ms
[2021-05-13 01:45:00 main:574] : INFO : Epoch 1970 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 1744.25 ms
[2021-05-13 01:45:02 main:574] : INFO : Epoch 1971 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1758.04 ms
[2021-05-13 01:45:03 main:574] : INFO : Epoch 1972 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1747.59 ms
[2021-05-13 01:45:05 main:574] : INFO : Epoch 1973 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1762.53 ms
[2021-05-13 01:45:07 main:574] : INFO : Epoch 1974 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1740.49 ms
[2021-05-13 01:45:09 main:574] : INFO : Epoch 1975 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 1751.35 ms
[2021-05-13 01:45:10 main:574] : INFO : Epoch 1976 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1746.66 ms
[2021-05-13 01:45:12 main:574] : INFO : Epoch 1977 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1756.07 ms
[2021-05-13 01:45:14 main:574] : INFO : Epoch 1978 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 1751.31 ms
[2021-05-13 01:45:16 main:574] : INFO : Epoch 1979 | loss: 0.0312498 | val_loss: 0.0312566 | Time: 1743.12 ms
[2021-05-13 01:45:17 main:574] : INFO : Epoch 1980 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 1750.57 ms
[2021-05-13 01:45:19 main:574] : INFO : Epoch 1981 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1738.96 ms
[2021-05-13 01:45:21 main:574] : INFO : Epoch 1982 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1757.01 ms
[2021-05-13 01:45:23 main:574] : INFO : Epoch 1983 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1743.37 ms
[2021-05-13 01:45:24 main:574] : INFO : Epoch 1984 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1758.24 ms
[2021-05-13 01:45:26 main:574] : INFO : Epoch 1985 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1748.86 ms
[2021-05-13 01:45:28 main:574] : INFO : Epoch 1986 | loss: 0.0312511 | val_loss: 0.0312484 | Time: 1747.16 ms
[2021-05-13 01:45:30 main:574] : INFO : Epoch 1987 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1740.96 ms
[2021-05-13 01:45:31 main:574] : INFO : Epoch 1988 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1757.71 ms
[2021-05-13 01:45:33 main:574] : INFO : Epoch 1989 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 1743.93 ms
[2021-05-13 01:45:35 main:574] : INFO : Epoch 1990 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1748.45 ms
[2021-05-13 01:45:37 main:574] : INFO : Epoch 1991 | loss: 0.0312508 | val_loss: 0.031249 | Time: 1761.41 ms
[2021-05-13 01:45:38 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312483 | Time: 1749.16 ms
[2021-05-13 01:45:40 main:574] : INFO : Epoch 1993 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1756.64 ms
[2021-05-13 01:45:42 main:574] : INFO : Epoch 1994 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 1742.81 ms
[2021-05-13 01:45:44 main:574] : INFO : Epoch 1995 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1753.94 ms
[2021-05-13 01:45:46 main:574] : INFO : Epoch 1996 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1765.12 ms
[2021-05-13 01:45:47 main:574] : INFO : Epoch 1997 | loss: 0.0312474 | val_loss: 0.0312494 | Time: 1750.77 ms
[2021-05-13 01:45:49 main:574] : INFO : Epoch 1998 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1761.56 ms
[2021-05-13 01:45:51 main:574] : INFO : Epoch 1999 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1748.22 ms
[2021-05-13 01:45:53 main:574] : INFO : Epoch 2000 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1742.3 ms
[2021-05-13 01:45:54 main:574] : INFO : Epoch 2001 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1743.26 ms
[2021-05-13 01:45:56 main:574] : INFO : Epoch 2002 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1742.66 ms
[2021-05-13 01:45:58 main:574] : INFO : Epoch 2003 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 1754.77 ms
[2021-05-13 01:46:00 main:574] : INFO : Epoch 2004 | loss: 0.0312487 | val_loss: 0.0312505 | Time: 1753.08 ms
[2021-05-13 01:46:01 main:574] : INFO : Epoch 2005 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1741.03 ms
[2021-05-13 01:46:03 main:574] : INFO : Epoch 2006 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1743.29 ms
[2021-05-13 01:46:05 main:574] : INFO : Epoch 2007 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1751.69 ms
[2021-05-13 01:46:07 main:574] : INFO : Epoch 2008 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 1750.15 ms
[2021-05-13 01:46:08 main:574] : INFO : Epoch 2009 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1744.38 ms
[2021-05-13 01:46:10 main:574] : INFO : Epoch 2010 | loss: 0.0312474 | val_loss: 0.0312498 | Time: 1751.83 ms
[2021-05-13 01:46:12 main:574] : INFO : Epoch 2011 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1752.81 ms
[2021-05-13 01:46:14 main:574] : INFO : Epoch 2012 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1753.68 ms
[2021-05-13 01:46:15 main:574] : INFO : Epoch 2013 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1751.41 ms
[2021-05-13 01:46:17 main:574] : INFO : Epoch 2014 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1751.24 ms
[2021-05-13 01:46:19 main:574] : INFO : Epoch 2015 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1765.67 ms
[2021-05-13 01:46:21 main:574] : INFO : Epoch 2016 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 1740.14 ms
[2021-05-13 01:46:22 main:574] : INFO : Epoch 2017 | loss: 0.0312477 | val_loss: 0.0312542 | Time: 1748.04 ms
[2021-05-13 01:46:24 main:574] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1747.39 ms
[2021-05-13 01:46:26 main:574] : INFO : Epoch 2019 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1750.71 ms
[2021-05-13 01:46:28 main:574] : INFO : Epoch 2020 | loss: 0.0312497 | val_loss: 0.0312477 | Time: 1771.92 ms
[2021-05-13 01:46:29 main:574] : INFO : Epoch 2021 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 1747.51 ms
[2021-05-13 01:46:31 main:574] : INFO : Epoch 2022 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1760.13 ms
[2021-05-13 01:46:33 main:574] : INFO : Epoch 2023 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1748.84 ms
[2021-05-13 01:46:35 main:574] : INFO : Epoch 2024 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 1756.53 ms
[2021-05-13 01:46:36 main:574] : INFO : Epoch 2025 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1749.07 ms
[2021-05-13 01:46:38 main:574] : INFO : Epoch 2026 | loss: 0.0312476 | val_loss: 0.0312501 | Time: 1752.1 ms
[2021-05-13 01:46:40 main:574] : INFO : Epoch 2027 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1743.76 ms
[2021-05-13 01:46:42 main:574] : INFO : Epoch 2028 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1750.69 ms
[2021-05-13 01:46:43 main:574] : INFO : Epoch 2029 | loss: 0.0312493 | val_loss: 0.0312478 | Time: 1750.37 ms
[2021-05-13 01:46:45 main:574] : INFO : Epoch 2030 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1750.68 ms
[2021-05-13 01:46:47 main:574] : INFO : Epoch 2031 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1746.15 ms
[2021-05-13 01:46:49 main:574] : INFO : Epoch 2032 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1755.54 ms
[2021-05-13 01:46:50 main:574] : INFO : Epoch 2033 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1754.53 ms
[2021-05-13 01:46:52 main:574] : INFO : Epoch 2034 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1747.3 ms
[2021-05-13 01:46:54 main:574] : INFO : Epoch 2035 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1753.57 ms
[2021-05-13 01:46:56 main:574] : INFO : Epoch 2036 | loss: 0.0312512 | val_loss: 0.0312542 | Time: 1753.56 ms
[2021-05-13 01:46:57 main:574] : INFO : Epoch 2037 | loss: 0.0312506 | val_loss: 0.0312481 | Time: 1753.97 ms
[2021-05-13 01:46:59 main:574] : INFO : Epoch 2038 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1750.23 ms
[2021-05-13 01:47:01 main:574] : INFO : Epoch 2039 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 1751.64 ms
[2021-05-13 01:47:03 main:574] : INFO : Epoch 2040 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 1748.99 ms
[2021-05-13 01:47:05 main:574] : INFO : Epoch 2041 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 1749.53 ms
[2021-05-13 01:47:06 main:574] : INFO : Epoch 2042 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 1749.82 ms
[2021-05-13 01:47:08 main:574] : INFO : Epoch 2043 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1747.11 ms
[2021-05-13 01:47:10 main:574] : INFO : Epoch 2044 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1747.92 ms
[2021-05-13 01:47:12 main:574] : INFO : Epoch 2045 | loss: 0.0312471 | val_loss: 0.0312504 | Time: 1756.76 ms
[2021-05-13 01:47:13 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1753.16 ms
[2021-05-13 01:47:15 main:574] : INFO : Epoch 2047 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 1750 ms
[2021-05-13 01:47:17 main:574] : INFO : Epoch 2048 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1753.33 ms
[2021-05-13 01:47:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312493
[2021-05-13 01:47:17 main:603] : INFO : Saving end state to config to file
[2021-05-13 01:47:17 main:608] : INFO : Success, exiting..
01:47:17 (2612): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)