Task 5143688
| Name | ParityMachine-1619579709-3937-1_0 |
| Workunit | 3089773 |
| Created | 4 May 2021, 4:48:46 UTC |
| Sent | 12 May 2021, 22:42:42 UTC |
| Report deadline | 19 May 2021, 22:42:42 UTC |
| Received | 13 May 2021, 0:43:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 26 sec |
| CPU time | 59 min 47 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> 14 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1768.74 ms [2021-05-12 19:30:16 main:574] : INFO : Epoch 1543 | loss: 0.03125 | val_loss: 0.0312534 | Time: 1770.95 ms [2021-05-12 19:30:17 main:574] : INFO : Epoch 1544 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1760.31 ms [2021-05-12 19:30:19 main:574] : INFO : Epoch 1545 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 1763.27 ms [2021-05-12 19:30:21 main:574] : INFO : Epoch 1546 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1782.72 ms [2021-05-12 19:30:23 main:574] : INFO : Epoch 1547 | loss: 0.0312505 | val_loss: 0.0312536 | Time: 1757.36 ms [2021-05-12 19:30:24 main:574] : INFO : Epoch 1548 | loss: 0.0312524 | val_loss: 0.0312566 | Time: 1750.34 ms [2021-05-12 19:30:26 main:574] : INFO : Epoch 1549 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 1753.92 ms [2021-05-12 19:30:28 main:574] : INFO : Epoch 1550 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1759.32 ms [2021-05-12 19:30:30 main:574] : INFO : Epoch 1551 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1758.3 ms [2021-05-12 19:30:32 main:574] : INFO : Epoch 1552 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1760.53 ms [2021-05-12 19:30:33 main:574] : INFO : Epoch 1553 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1755.6 ms [2021-05-12 19:30:35 main:574] : INFO : Epoch 1554 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1766.69 ms [2021-05-12 19:30:37 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1761.88 ms [2021-05-12 19:30:39 main:574] : INFO : Epoch 1556 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1769.1 ms [2021-05-12 19:30:40 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1777.11 ms [2021-05-12 19:30:42 main:574] : INFO : Epoch 1558 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1761.32 ms [2021-05-12 19:30:44 main:574] : INFO : Epoch 1559 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1753.28 ms [2021-05-12 19:30:46 main:574] : INFO : Epoch 1560 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1762.69 ms [2021-05-12 19:30:47 main:574] : INFO : Epoch 1561 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1763.62 ms [2021-05-12 19:30:49 main:574] : INFO : Epoch 1562 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1763.32 ms [2021-05-12 19:30:51 main:574] : INFO : Epoch 1563 | loss: 0.03125 | val_loss: 0.03125 | Time: 1767.79 ms [2021-05-12 19:30:53 main:574] : INFO : Epoch 1564 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1765.68 ms [2021-05-12 19:30:54 main:574] : INFO : Epoch 1565 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1745.91 ms [2021-05-12 19:30:56 main:574] : INFO : Epoch 1566 | loss: 0.031253 | val_loss: 0.03125 | Time: 1758.37 ms [2021-05-12 19:30:58 main:574] : INFO : Epoch 1567 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1764.38 ms [2021-05-12 19:31:00 main:574] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1761.07 ms [2021-05-12 19:31:02 main:574] : INFO : Epoch 1569 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1783.15 ms [2021-05-12 19:31:03 main:574] : INFO : Epoch 1570 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1757.83 ms [2021-05-12 19:31:05 main:574] : INFO : Epoch 1571 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1773.4 ms [2021-05-12 19:31:07 main:574] : INFO : Epoch 1572 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1752.51 ms [2021-05-12 19:31:09 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1758.4 ms [2021-05-12 19:31:10 main:574] : INFO : Epoch 1574 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 1769.13 ms [2021-05-12 19:31:12 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1763.71 ms [2021-05-12 19:31:14 main:574] : INFO : Epoch 1576 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 1770.78 ms [2021-05-12 19:31:16 main:574] : INFO : Epoch 1577 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1759.83 ms [2021-05-12 19:31:17 main:574] : INFO : Epoch 1578 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1771.65 ms [2021-05-12 19:31:19 main:574] : INFO : Epoch 1579 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1765.82 ms [2021-05-12 19:31:21 main:574] : INFO : Epoch 1580 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1763.42 ms [2021-05-12 19:31:23 main:574] : INFO : Epoch 1581 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1774.66 ms [2021-05-12 19:31:25 main:574] : INFO : Epoch 1582 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1760.27 ms [2021-05-12 19:31:26 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1764.22 ms [2021-05-12 19:31:28 main:574] : INFO : Epoch 1584 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1761.55 ms [2021-05-12 19:31:30 main:574] : INFO : Epoch 1585 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 1773.16 ms [2021-05-12 19:31:32 main:574] : INFO : Epoch 1586 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 1770.61 ms [2021-05-12 19:31:33 main:574] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1766.73 ms [2021-05-12 19:31:35 main:574] : INFO : Epoch 1588 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1757.36 ms [2021-05-12 19:31:37 main:574] : INFO : Epoch 1589 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1773.19 ms [2021-05-12 19:31:39 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1758.64 ms [2021-05-12 19:31:40 main:574] : INFO : Epoch 1591 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1754.36 ms [2021-05-12 19:31:42 main:574] : INFO : Epoch 1592 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1765.55 ms [2021-05-12 19:31:44 main:574] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1759.67 ms [2021-05-12 19:31:46 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1762.48 ms [2021-05-12 19:31:48 main:574] : INFO : Epoch 1595 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1767.88 ms [2021-05-12 19:31:49 main:574] : INFO : Epoch 1596 | loss: 0.0312514 | val_loss: 0.0312547 | Time: 1778.88 ms [2021-05-12 19:31:51 main:574] : INFO : Epoch 1597 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1757.72 ms [2021-05-12 19:31:53 main:574] : INFO : Epoch 1598 | loss: 0.0312507 | val_loss: 0.0312554 | Time: 1758.99 ms [2021-05-12 19:31:55 main:574] : INFO : Epoch 1599 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 1765.36 ms [2021-05-12 19:31:56 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1756.45 ms [2021-05-12 19:31:58 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1762.56 ms [2021-05-12 19:32:00 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1773.2 ms [2021-05-12 19:32:02 main:574] : INFO : Epoch 1603 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1767.58 ms [2021-05-12 19:32:04 main:574] : INFO : Epoch 1604 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1771.27 ms [2021-05-12 19:32:05 main:574] : INFO : Epoch 1605 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1768.03 ms [2021-05-12 19:32:07 main:574] : INFO : Epoch 1606 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1762.23 ms [2021-05-12 19:32:09 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1771.32 ms [2021-05-12 19:32:11 main:574] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1758.24 ms [2021-05-12 19:32:12 main:574] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1763.88 ms [2021-05-12 19:32:14 main:574] : INFO : Epoch 1610 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1756.78 ms [2021-05-12 19:32:16 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1770.73 ms [2021-05-12 19:32:18 main:574] : INFO : Epoch 1612 | loss: 0.0312505 | val_loss: 0.0312544 | Time: 1771.28 ms [2021-05-12 19:32:19 main:574] : INFO : Epoch 1613 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 1771.68 ms [2021-05-12 19:32:21 main:574] : INFO : Epoch 1614 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 1764.11 ms [2021-05-12 19:32:23 main:574] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1759.3 ms [2021-05-12 19:32:25 main:574] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1757.02 ms [2021-05-12 19:32:26 main:574] : INFO : Epoch 1617 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1748.03 ms [2021-05-12 19:32:28 main:574] : INFO : Epoch 1618 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1764.85 ms [2021-05-12 19:32:30 main:574] : INFO : Epoch 1619 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1762.63 ms [2021-05-12 19:32:32 main:574] : INFO : Epoch 1620 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1764.06 ms [2021-05-12 19:32:34 main:574] : INFO : Epoch 1621 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1775.63 ms [2021-05-12 19:32:35 main:574] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1760.17 ms [2021-05-12 19:32:37 main:574] : INFO : Epoch 1623 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1762.09 ms [2021-05-12 19:32:39 main:574] : INFO : Epoch 1624 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1772.52 ms [2021-05-12 19:32:41 main:574] : INFO : Epoch 1625 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1758.71 ms [2021-05-12 19:32:42 main:574] : INFO : Epoch 1626 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1748.49 ms [2021-05-12 19:32:44 main:574] : INFO : Epoch 1627 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1772.4 ms [2021-05-12 19:32:46 main:574] : INFO : Epoch 1628 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1752.07 ms [2021-05-12 19:32:48 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1763.09 ms [2021-05-12 19:32:49 main:574] : INFO : Epoch 1630 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1758.57 ms [2021-05-12 19:32:51 main:574] : INFO : Epoch 1631 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1763.35 ms [2021-05-12 19:32:53 main:574] : INFO : Epoch 1632 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1749.41 ms [2021-05-12 19:32:55 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1754.06 ms [2021-05-12 19:32:57 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1756.68 ms [2021-05-12 19:32:58 main:574] : INFO : Epoch 1635 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1770.48 ms [2021-05-12 19:33:00 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1768.44 ms [2021-05-12 19:33:02 main:574] : INFO : Epoch 1637 | loss: 0.0312514 | val_loss: 0.0312534 | Time: 1767 ms [2021-05-12 19:33:04 main:574] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1758.71 ms [2021-05-12 19:33:05 main:574] : INFO : Epoch 1639 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1770.92 ms [2021-05-12 19:33:07 main:574] : INFO : Epoch 1640 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 1746.61 ms [2021-05-12 19:33:09 main:574] : INFO : Epoch 1641 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1754.81 ms [2021-05-12 19:33:11 main:574] : INFO : Epoch 1642 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1752.34 ms [2021-05-12 19:33:12 main:574] : INFO : Epoch 1643 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1753.57 ms [2021-05-12 19:33:14 main:574] : INFO : Epoch 1644 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1763.86 ms [2021-05-12 19:33:16 main:574] : INFO : Epoch 1645 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 1748.57 ms [2021-05-12 19:33:18 main:574] : INFO : Epoch 1646 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1761.59 ms [2021-05-12 19:33:19 main:574] : INFO : Epoch 1647 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1771.57 ms [2021-05-12 19:33:21 main:574] : INFO : Epoch 1648 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1767.94 ms [2021-05-12 19:33:23 main:574] : INFO : Epoch 1649 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1769.68 ms [2021-05-12 19:33:25 main:574] : INFO : Epoch 1650 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1752.57 ms [2021-05-12 19:33:27 main:574] : INFO : Epoch 1651 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1754.49 ms [2021-05-12 19:33:28 main:574] : INFO : Epoch 1652 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1770.33 ms [2021-05-12 19:33:30 main:574] : INFO : Epoch 1653 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1757.45 ms [2021-05-12 19:33:32 main:574] : INFO : Epoch 1654 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1776.56 ms [2021-05-12 19:33:34 main:574] : INFO : Epoch 1655 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 1759.93 ms [2021-05-12 19:33:35 main:574] : INFO : Epoch 1656 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1756.87 ms [2021-05-12 19:33:37 main:574] : INFO : Epoch 1657 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1770.32 ms [2021-05-12 19:33:39 main:574] : INFO : Epoch 1658 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1747.53 ms [2021-05-12 19:33:41 main:574] : INFO : Epoch 1659 | loss: 0.0312523 | val_loss: 0.0312522 | Time: 1770.76 ms [2021-05-12 19:33:42 main:574] : INFO : Epoch 1660 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1762.58 ms [2021-05-12 19:33:44 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1757.04 ms [2021-05-12 19:33:46 main:574] : INFO : Epoch 1662 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 1759.58 ms [2021-05-12 19:33:48 main:574] : INFO : Epoch 1663 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1761.46 ms [2021-05-12 19:33:50 main:574] : INFO : Epoch 1664 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1768.41 ms [2021-05-12 19:33:51 main:574] : INFO : Epoch 1665 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1758.98 ms [2021-05-12 19:33:53 main:574] : INFO : Epoch 1666 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1761.11 ms [2021-05-12 19:33:55 main:574] : INFO : Epoch 1667 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1760.06 ms [2021-05-12 19:33:57 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 1766.82 ms [2021-05-12 19:33:58 main:574] : INFO : Epoch 1669 | loss: 0.0312498 | val_loss: 0.0312484 | Time: 1765.36 ms [2021-05-12 19:34:00 main:574] : INFO : Epoch 1670 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1776.17 ms [2021-05-12 19:34:02 main:574] : INFO : Epoch 1671 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 1765.78 ms [2021-05-12 19:34:04 main:574] : INFO : Epoch 1672 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1755.18 ms [2021-05-12 19:34:05 main:574] : INFO : Epoch 1673 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1758.3 ms [2021-05-12 19:34:07 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1754.83 ms [2021-05-12 19:34:09 main:574] : INFO : Epoch 1675 | loss: 0.0312525 | val_loss: 0.0312504 | Time: 1768.84 ms [2021-05-12 19:34:11 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 1769.4 ms [2021-05-12 19:34:13 main:574] : INFO : Epoch 1677 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1772.54 ms [2021-05-12 19:34:14 main:574] : INFO : Epoch 1678 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1772.69 ms [2021-05-12 19:34:16 main:574] : INFO : Epoch 1679 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1754.31 ms [2021-05-12 19:34:18 main:574] : INFO : Epoch 1680 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1755.98 ms [2021-05-12 19:34:20 main:574] : INFO : Epoch 1681 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1766.04 ms [2021-05-12 19:34:21 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312482 | Time: 1767.66 ms [2021-05-12 19:34:23 main:574] : INFO : Epoch 1683 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1758 ms [2021-05-12 19:34:25 main:574] : INFO : Epoch 1684 | loss: 0.031248 | val_loss: 0.0312499 | Time: 1759.75 ms [2021-05-12 19:34:27 main:574] : INFO : Epoch 1685 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1769.23 ms [2021-05-12 19:34:28 main:574] : INFO : Epoch 1686 | loss: 0.0312478 | val_loss: 0.0312505 | Time: 1764.4 ms [2021-05-12 19:34:30 main:574] : INFO : Epoch 1687 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 1775.05 ms [2021-05-12 19:34:32 main:574] : INFO : Epoch 1688 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 1763.07 ms [2021-05-12 19:34:34 main:574] : INFO : Epoch 1689 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 1756.27 ms [2021-05-12 19:34:36 main:574] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.0312545 | Time: 1777.77 ms [2021-05-12 19:34:37 main:574] : INFO : Epoch 1691 | loss: 0.0312517 | val_loss: 0.0312483 | Time: 1750.43 ms [2021-05-12 19:34:39 main:574] : INFO : Epoch 1692 | loss: 0.0312487 | val_loss: 0.0312528 | Time: 1765.96 ms [2021-05-12 19:34:41 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1763.6 ms [2021-05-12 19:34:43 main:574] : INFO : Epoch 1694 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1760.39 ms [2021-05-12 19:34:44 main:574] : INFO : Epoch 1695 | loss: 0.031248 | val_loss: 0.0312537 | Time: 1764.95 ms [2021-05-12 19:34:46 main:574] : INFO : Epoch 1696 | loss: 0.0312528 | val_loss: 0.0312526 | Time: 1764.31 ms [2021-05-12 19:34:48 main:574] : INFO : Epoch 1697 | loss: 0.0312499 | val_loss: 0.0312538 | Time: 1757.34 ms [2021-05-12 19:34:50 main:574] : INFO : Epoch 1698 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 1764.74 ms [2021-05-12 19:34:51 main:574] : INFO : Epoch 1699 | loss: 0.031247 | val_loss: 0.0312496 | Time: 1755.57 ms [2021-05-12 19:34:53 main:574] : INFO : Epoch 1700 | loss: 0.0312466 | val_loss: 0.031253 | Time: 1766.97 ms [2021-05-12 19:34:55 main:574] : INFO : Epoch 1701 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1773.09 ms [2021-05-12 19:34:57 main:574] : INFO : Epoch 1702 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1753.75 ms [2021-05-12 19:34:58 main:574] : INFO : Epoch 1703 | loss: 0.0312463 | val_loss: 0.0312495 | Time: 1772.96 ms [2021-05-12 19:35:00 main:574] : INFO : Epoch 1704 | loss: 0.0312473 | val_loss: 0.0312522 | Time: 1770.65 ms [2021-05-12 19:35:02 main:574] : INFO : Epoch 1705 | loss: 0.0312483 | val_loss: 0.0312514 | Time: 1760.94 ms [2021-05-12 19:35:04 main:574] : INFO : Epoch 1706 | loss: 0.031248 | val_loss: 0.0312493 | Time: 1756.33 ms [2021-05-12 19:35:06 main:574] : INFO : Epoch 1707 | loss: 0.0312452 | val_loss: 0.031251 | Time: 1778.9 ms [2021-05-12 19:35:07 main:574] : INFO : Epoch 1708 | loss: 0.0312457 | val_loss: 0.0312526 | Time: 1748.38 ms [2021-05-12 19:35:09 main:574] : INFO : Epoch 1709 | loss: 0.0312475 | val_loss: 0.0312514 | Time: 1759.72 ms [2021-05-12 19:35:11 main:574] : INFO : Epoch 1710 | loss: 0.0312462 | val_loss: 0.0312522 | Time: 1765.97 ms [2021-05-12 19:35:13 main:574] : INFO : Epoch 1711 | loss: 0.0312464 | val_loss: 0.0312545 | Time: 1756.55 ms [2021-05-12 19:35:14 main:574] : INFO : Epoch 1712 | loss: 0.0312464 | val_loss: 0.0312493 | Time: 1767.49 ms [2021-05-12 19:35:16 main:574] : INFO : Epoch 1713 | loss: 0.0312463 | val_loss: 0.0312495 | Time: 1752.19 ms [2021-05-12 19:35:18 main:574] : INFO : Epoch 1714 | loss: 0.0312451 | val_loss: 0.0312497 | Time: 1749.31 ms [2021-05-12 19:35:20 main:574] : INFO : Epoch 1715 | loss: 0.0312468 | val_loss: 0.031252 | Time: 1754.54 ms [2021-05-12 19:35:21 main:574] : INFO : Epoch 1716 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 1755.48 ms [2021-05-12 19:35:23 main:574] : INFO : Epoch 1717 | loss: 0.0312497 | val_loss: 0.0312525 | Time: 1764.69 ms [2021-05-12 19:35:25 main:574] : INFO : Epoch 1718 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1758.3 ms [2021-05-12 19:35:27 main:574] : INFO : Epoch 1719 | loss: 0.0312473 | val_loss: 0.0312505 | Time: 1772.97 ms [2021-05-12 19:35:29 main:574] : INFO : Epoch 1720 | loss: 0.0312469 | val_loss: 0.031248 | Time: 1760.79 ms [2021-05-12 19:35:30 main:574] : INFO : Epoch 1721 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1777.22 ms [2021-05-12 19:35:32 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312483 | Time: 1766.49 ms [2021-05-12 19:35:34 main:574] : INFO : Epoch 1723 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 1766.77 ms [2021-05-12 19:35:36 main:574] : INFO : Epoch 1724 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1762.38 ms [2021-05-12 19:35:37 main:574] : INFO : Epoch 1725 | loss: 0.0312466 | val_loss: 0.0312506 | Time: 1764.64 ms [2021-05-12 19:35:39 main:574] : INFO : Epoch 1726 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1762.3 ms [2021-05-12 19:35:41 main:574] : INFO : Epoch 1727 | loss: 0.031247 | val_loss: 0.0312482 | Time: 1762.37 ms [2021-05-12 19:35:43 main:574] : INFO : Epoch 1728 | loss: 0.0312447 | val_loss: 0.0312482 | Time: 1757.74 ms [2021-05-12 19:35:44 main:574] : INFO : Epoch 1729 | loss: 0.0312455 | val_loss: 0.0312502 | Time: 1768.5 ms [2021-05-12 19:35:46 main:574] : INFO : Epoch 1730 | loss: 0.0312457 | val_loss: 0.0312492 | Time: 1764.41 ms [2021-05-12 19:35:48 main:574] : INFO : Epoch 1731 | loss: 0.0312453 | val_loss: 0.0312496 | Time: 1753.02 ms [2021-05-12 19:35:50 main:574] : INFO : Epoch 1732 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 1772.38 ms [2021-05-12 19:35:52 main:574] : INFO : Epoch 1733 | loss: 0.0312449 | val_loss: 0.0312499 | Time: 1762.71 ms [2021-05-12 19:35:53 main:574] : INFO : Epoch 1734 | loss: 0.0312465 | val_loss: 0.0312547 | Time: 1759.73 ms [2021-05-12 19:35:55 main:574] : INFO : Epoch 1735 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1751.77 ms [2021-05-12 19:35:57 main:574] : INFO : Epoch 1736 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 1770.9 ms [2021-05-12 19:35:59 main:574] : INFO : Epoch 1737 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 1756.43 ms [2021-05-12 19:36:00 main:574] : INFO : Epoch 1738 | loss: 0.0312467 | val_loss: 0.031247 | Time: 1763.22 ms [2021-05-12 19:36:02 main:574] : INFO : Epoch 1739 | loss: 0.0312451 | val_loss: 0.0312469 | Time: 1776.31 ms [2021-05-12 19:36:04 main:574] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1768.75 ms [2021-05-12 19:36:06 main:574] : INFO : Epoch 1741 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1760.4 ms [2021-05-12 19:36:07 main:574] : INFO : Epoch 1742 | loss: 0.031244 | val_loss: 0.0312495 | Time: 1758.44 ms [2021-05-12 19:36:09 main:574] : INFO : Epoch 1743 | loss: 0.0312471 | val_loss: 0.0312494 | Time: 1763.3 ms [2021-05-12 19:36:11 main:574] : INFO : Epoch 1744 | loss: 0.0312454 | val_loss: 0.0312509 | Time: 1769.47 ms [2021-05-12 19:36:13 main:574] : INFO : Epoch 1745 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1762.69 ms [2021-05-12 19:36:14 main:574] : INFO : Epoch 1746 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 1754.4 ms [2021-05-12 19:36:16 main:574] : INFO : Epoch 1747 | loss: 0.0312432 | val_loss: 0.0312483 | Time: 1763.57 ms [2021-05-12 19:36:18 main:574] : INFO : Epoch 1748 | loss: 0.0312439 | val_loss: 0.0312474 | Time: 1760.49 ms [2021-05-12 19:36:20 main:574] : INFO : Epoch 1749 | loss: 0.0312445 | val_loss: 0.0312482 | Time: 1768.49 ms [2021-05-12 19:36:22 main:574] : INFO : Epoch 1750 | loss: 0.0312426 | val_loss: 0.0312462 | Time: 1758.84 ms [2021-05-12 19:36:23 main:574] : INFO : Epoch 1751 | loss: 0.0312426 | val_loss: 0.0312474 | Time: 1759 ms [2021-05-12 19:36:25 main:574] : INFO : Epoch 1752 | loss: 0.0312438 | val_loss: 0.0312475 | Time: 1755.45 ms [2021-05-12 19:36:27 main:574] : INFO : Epoch 1753 | loss: 0.0312425 | val_loss: 0.0312469 | Time: 1754.69 ms [2021-05-12 19:36:29 main:574] : INFO : Epoch 1754 | loss: 0.0312424 | val_loss: 0.0312464 | Time: 1751.42 ms [2021-05-12 19:36:30 main:574] : INFO : Epoch 1755 | loss: 0.0312415 | val_loss: 0.0312472 | Time: 1750.89 ms [2021-05-12 19:36:32 main:574] : INFO : Epoch 1756 | loss: 0.0312401 | val_loss: 0.0312467 | Time: 1773.98 ms [2021-05-12 19:36:34 main:574] : INFO : Epoch 1757 | loss: 0.0312414 | val_loss: 0.0312452 | Time: 1751.18 ms [2021-05-12 19:36:36 main:574] : INFO : Epoch 1758 | loss: 0.0312441 | val_loss: 0.031246 | Time: 1771.27 ms [2021-05-12 19:36:37 main:574] : INFO : Epoch 1759 | loss: 0.0312441 | val_loss: 0.031244 | Time: 1773.11 ms [2021-05-12 19:36:39 main:574] : INFO : Epoch 1760 | loss: 0.0312436 | val_loss: 0.0312484 | Time: 1756.81 ms [2021-05-12 19:36:41 main:574] : INFO : Epoch 1761 | loss: 0.031244 | val_loss: 0.0312454 | Time: 1765.82 ms [2021-05-12 19:36:43 main:574] : INFO : Epoch 1762 | loss: 0.0312417 | val_loss: 0.031246 | Time: 1749.16 ms [2021-05-12 19:36:45 main:574] : INFO : Epoch 1763 | loss: 0.0312419 | val_loss: 0.0312522 | Time: 1765.02 ms [2021-05-12 19:36:46 main:574] : INFO : Epoch 1764 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1766.44 ms [2021-05-12 19:36:48 main:574] : INFO : Epoch 1765 | loss: 0.0312403 | val_loss: 0.0312475 | Time: 1758.18 ms [2021-05-12 19:36:50 main:574] : INFO : Epoch 1766 | loss: 0.0312431 | val_loss: 0.031244 | Time: 1758.28 ms [2021-05-12 19:36:52 main:574] : INFO : Epoch 1767 | loss: 0.031239 | val_loss: 0.0312479 | Time: 1752.02 ms [2021-05-12 19:36:53 main:574] : INFO : Epoch 1768 | loss: 0.0312403 | val_loss: 0.0312433 | Time: 1750.26 ms [2021-05-12 19:36:55 main:574] : INFO : Epoch 1769 | loss: 0.0312388 | val_loss: 0.0312446 | Time: 1767.39 ms [2021-05-12 19:36:57 main:574] : INFO : Epoch 1770 | loss: 0.0312403 | val_loss: 0.0312419 | Time: 1765.69 ms [2021-05-12 19:36:59 main:574] : INFO : Epoch 1771 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 1739.89 ms [2021-05-12 19:37:00 main:574] : INFO : Epoch 1772 | loss: 0.0312391 | val_loss: 0.0312434 | Time: 1765.52 ms [2021-05-12 19:37:02 main:574] : INFO : Epoch 1773 | loss: 0.031241 | val_loss: 0.0312436 | Time: 1755.75 ms [2021-05-12 19:37:04 main:574] : INFO : Epoch 1774 | loss: 0.0312375 | val_loss: 0.0312454 | Time: 1766.4 ms [2021-05-12 19:37:06 main:574] : INFO : Epoch 1775 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 1756.2 ms [2021-05-12 19:37:07 main:574] : INFO : Epoch 1776 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 1750.21 ms [2021-05-12 19:37:09 main:574] : INFO : Epoch 1777 | loss: 0.0312365 | val_loss: 0.0312434 | Time: 1769.19 ms [2021-05-12 19:37:11 main:574] : INFO : Epoch 1778 | loss: 0.0312388 | val_loss: 0.0312418 | Time: 1769.48 ms [2021-05-12 19:37:13 main:574] : INFO : Epoch 1779 | loss: 0.0312356 | val_loss: 0.0312448 | Time: 1766.21 ms [2021-05-12 19:37:15 main:574] : INFO : Epoch 1780 | loss: 0.0312348 | val_loss: 0.0312413 | Time: 1782.24 ms [2021-05-12 19:37:16 main:574] : INFO : Epoch 1781 | loss: 0.0312352 | val_loss: 0.031241 | Time: 1752.11 ms [2021-05-12 19:37:18 main:574] : INFO : Epoch 1782 | loss: 0.0312345 | val_loss: 0.0312411 | Time: 1752.47 ms [2021-05-12 19:37:20 main:574] : INFO : Epoch 1783 | loss: 0.0312347 | val_loss: 0.0312403 | Time: 1757.18 ms [2021-05-12 19:37:22 main:574] : INFO : Epoch 1784 | loss: 0.0312352 | val_loss: 0.0312402 | Time: 1764.62 ms [2021-05-12 19:37:23 main:574] : INFO : Epoch 1785 | loss: 0.031234 | val_loss: 0.0312459 | Time: 1777.54 ms [2021-05-12 19:37:25 main:574] : INFO : Epoch 1786 | loss: 0.0312407 | val_loss: 0.031242 | Time: 1758.23 ms [2021-05-12 19:37:27 main:574] : INFO : Epoch 1787 | loss: 0.0312423 | val_loss: 0.0312414 | Time: 1766.58 ms [2021-05-12 19:37:29 main:574] : INFO : Epoch 1788 | loss: 0.0312349 | val_loss: 0.0312405 | Time: 1771.19 ms [2021-05-12 19:37:30 main:574] : INFO : Epoch 1789 | loss: 0.0312358 | val_loss: 0.0312433 | Time: 1757.61 ms [2021-05-12 19:37:32 main:574] : INFO : Epoch 1790 | loss: 0.0312355 | val_loss: 0.0312421 | Time: 1754.3 ms [2021-05-12 19:37:34 main:574] : INFO : Epoch 1791 | loss: 0.0312337 | val_loss: 0.0312465 | Time: 1757.08 ms [2021-05-12 19:37:36 main:574] : INFO : Epoch 1792 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 1759.14 ms [2021-05-12 19:37:37 main:574] : INFO : Epoch 1793 | loss: 0.0312353 | val_loss: 0.0312436 | Time: 1756.49 ms [2021-05-12 19:37:39 main:574] : INFO : Epoch 1794 | loss: 0.0312351 | val_loss: 0.0312385 | Time: 1773.09 ms [2021-05-12 19:37:41 main:574] : INFO : Epoch 1795 | loss: 0.0312342 | val_loss: 0.0312388 | Time: 1755.48 ms [2021-05-12 19:37:43 main:574] : INFO : Epoch 1796 | loss: 0.0312321 | val_loss: 0.031239 | Time: 1761.08 ms [2021-05-12 19:37:45 main:574] : INFO : Epoch 1797 | loss: 0.0312325 | val_loss: 0.0312376 | Time: 1771.69 ms [2021-05-12 19:37:46 main:574] : INFO : Epoch 1798 | loss: 0.0312366 | val_loss: 0.0312381 | Time: 1762.67 ms [2021-05-12 19:37:48 main:574] : INFO : Epoch 1799 | loss: 0.0312354 | val_loss: 0.0312385 | Time: 1761.66 ms [2021-05-12 19:37:50 main:574] : INFO : Epoch 1800 | loss: 0.0312349 | val_loss: 0.031243 | Time: 1762.4 ms [2021-05-12 19:37:52 main:574] : INFO : Epoch 1801 | loss: 0.0312398 | val_loss: 0.0312382 | Time: 1752.43 ms [2021-05-12 19:37:53 main:574] : INFO : Epoch 1802 | loss: 0.0312318 | val_loss: 0.0312368 | Time: 1748.99 ms [2021-05-12 19:37:55 main:574] : INFO : Epoch 1803 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 1766.1 ms [2021-05-12 19:37:57 main:574] : INFO : Epoch 1804 | loss: 0.0312306 | val_loss: 0.0312413 | Time: 1757.58 ms [2021-05-12 19:37:59 main:574] : INFO : Epoch 1805 | loss: 0.0312307 | val_loss: 0.0312381 | Time: 1767.29 ms [2021-05-12 19:38:00 main:574] : INFO : Epoch 1806 | loss: 0.0312299 | val_loss: 0.0312411 | Time: 1764.52 ms [2021-05-12 19:38:02 main:574] : INFO : Epoch 1807 | loss: 0.0312336 | val_loss: 0.0312396 | Time: 1769.42 ms [2021-05-12 19:38:04 main:574] : INFO : Epoch 1808 | loss: 0.0312319 | val_loss: 0.0312374 | Time: 1772.48 ms [2021-05-12 19:38:06 main:574] : INFO : Epoch 1809 | loss: 0.0312298 | val_loss: 0.0312384 | Time: 1757.6 ms [2021-05-12 19:38:08 main:574] : INFO : Epoch 1810 | loss: 0.0312298 | val_loss: 0.0312379 | Time: 1775.85 ms [2021-05-12 19:38:09 main:574] : INFO : Epoch 1811 | loss: 0.0312323 | val_loss: 0.0312401 | Time: 1766.65 ms [2021-05-12 19:38:11 main:574] : INFO : Epoch 1812 | loss: 0.0312292 | val_loss: 0.0312384 | Time: 1765.95 ms [2021-05-12 19:38:13 main:574] : INFO : Epoch 1813 | loss: 0.031229 | val_loss: 0.0312369 | Time: 1768.51 ms [2021-05-12 19:38:15 main:574] : INFO : Epoch 1814 | loss: 0.031229 | val_loss: 0.0312384 | Time: 1769.16 ms [2021-05-12 19:38:16 main:574] : INFO : Epoch 1815 | loss: 0.0312299 | val_loss: 0.0312362 | Time: 1752.31 ms [2021-05-12 19:38:18 main:574] : INFO : Epoch 1816 | loss: 0.0312284 | val_loss: 0.0312398 | Time: 1756.42 ms [2021-05-12 19:38:20 main:574] : INFO : Epoch 1817 | loss: 0.0312297 | val_loss: 0.0312375 | Time: 1775.19 ms [2021-05-12 19:38:22 main:574] : INFO : Epoch 1818 | loss: 0.0312316 | val_loss: 0.0312364 | Time: 1761.29 ms [2021-05-12 19:38:23 main:574] : INFO : Epoch 1819 | loss: 0.0312314 | val_loss: 0.0312397 | Time: 1781.46 ms [2021-05-12 19:38:25 main:574] : INFO : Epoch 1820 | loss: 0.0312333 | val_loss: 0.0312362 | Time: 1755.63 ms [2021-05-12 19:38:27 main:574] : INFO : Epoch 1821 | loss: 0.0312301 | val_loss: 0.0312395 | Time: 1757.24 ms [2021-05-12 19:38:29 main:574] : INFO : Epoch 1822 | loss: 0.0312292 | val_loss: 0.0312406 | Time: 1750.86 ms [2021-05-12 19:38:31 main:574] : INFO : Epoch 1823 | loss: 0.0312324 | val_loss: 0.0312366 | Time: 1756.94 ms [2021-05-12 19:38:32 main:574] : INFO : Epoch 1824 | loss: 0.0312299 | val_loss: 0.0312401 | Time: 1756.7 ms [2021-05-12 19:38:34 main:574] : INFO : Epoch 1825 | loss: 0.0312279 | val_loss: 0.0312406 | Time: 1758.83 ms [2021-05-12 19:38:36 main:574] : INFO : Epoch 1826 | loss: 0.0312295 | val_loss: 0.0312381 | Time: 1746.65 ms [2021-05-12 19:38:38 main:574] : INFO : Epoch 1827 | loss: 0.0312301 | val_loss: 0.0312433 | Time: 1776.76 ms [2021-05-12 19:38:39 main:574] : INFO : Epoch 1828 | loss: 0.0312299 | val_loss: 0.0312412 | Time: 1762.26 ms [2021-05-12 19:38:41 main:574] : INFO : Epoch 1829 | loss: 0.0312296 | val_loss: 0.0312376 | Time: 1757.77 ms [2021-05-12 19:38:43 main:574] : INFO : Epoch 1830 | loss: 0.0312311 | val_loss: 0.031237 | Time: 1746.46 ms [2021-05-12 19:38:45 main:574] : INFO : Epoch 1831 | loss: 0.0312312 | val_loss: 0.0312399 | Time: 1766.99 ms [2021-05-12 19:38:46 main:574] : INFO : Epoch 1832 | loss: 0.0312309 | val_loss: 0.0312385 | Time: 1774.97 ms [2021-05-12 19:38:48 main:574] : INFO : Epoch 1833 | loss: 0.0312303 | val_loss: 0.0312356 | Time: 1760.58 ms [2021-05-12 19:38:50 main:574] : INFO : Epoch 1834 | loss: 0.0312334 | val_loss: 0.0312462 | Time: 1759.88 ms [2021-05-12 19:38:52 main:574] : INFO : Epoch 1835 | loss: 0.031233 | val_loss: 0.0312377 | Time: 1754.64 ms [2021-05-12 19:38:53 main:574] : INFO : Epoch 1836 | loss: 0.0312275 | val_loss: 0.0312361 | Time: 1751.85 ms [2021-05-12 19:38:55 main:574] : INFO : Epoch 1837 | loss: 0.0312277 | val_loss: 0.0312365 | Time: 1757.94 ms [2021-05-12 19:38:57 main:574] : INFO : Epoch 1838 | loss: 0.0312282 | val_loss: 0.0312356 | Time: 1748.93 ms [2021-05-12 19:38:59 main:574] : INFO : Epoch 1839 | loss: 0.0312268 | val_loss: 0.0312353 | Time: 1748.99 ms [2021-05-12 19:39:00 main:574] : INFO : Epoch 1840 | loss: 0.0312298 | val_loss: 0.0312334 | Time: 1763.56 ms [2021-05-12 19:39:02 main:574] : INFO : Epoch 1841 | loss: 0.0312325 | val_loss: 0.0312391 | Time: 1765.78 ms [2021-05-12 19:39:04 main:574] : INFO : Epoch 1842 | loss: 0.0312278 | val_loss: 0.0312383 | Time: 1749.55 ms [2021-05-12 19:39:06 main:574] : INFO : Epoch 1843 | loss: 0.0312282 | val_loss: 0.0312367 | Time: 1756.4 ms [2021-05-12 19:39:08 main:574] : INFO : Epoch 1844 | loss: 0.031228 | val_loss: 0.0312341 | Time: 1758.54 ms [2021-05-12 19:39:09 main:574] : INFO : Epoch 1845 | loss: 0.0312266 | val_loss: 0.0312334 | Time: 1752.44 ms [2021-05-12 19:39:11 main:574] : INFO : Epoch 1846 | loss: 0.0312282 | val_loss: 0.0312356 | Time: 1761.18 ms [2021-05-12 19:39:13 main:574] : INFO : Epoch 1847 | loss: 0.0312287 | val_loss: 0.0312353 | Time: 1764.02 ms [2021-05-12 19:39:15 main:574] : INFO : Epoch 1848 | loss: 0.0312293 | val_loss: 0.031234 | Time: 1775.92 ms [2021-05-12 19:39:16 main:574] : INFO : Epoch 1849 | loss: 0.0312286 | val_loss: 0.0312333 | Time: 1764.48 ms [2021-05-12 19:39:18 main:574] : INFO : Epoch 1850 | loss: 0.0312289 | val_loss: 0.0312364 | Time: 1773.55 ms [2021-05-12 19:39:20 main:574] : INFO : Epoch 1851 | loss: 0.0312303 | val_loss: 0.0312332 | Time: 1760.18 ms [2021-05-12 19:39:22 main:574] : INFO : Epoch 1852 | loss: 0.0312316 | val_loss: 0.0312335 | Time: 1765.96 ms [2021-05-12 19:39:23 main:574] : INFO : Epoch 1853 | loss: 0.0312383 | val_loss: 0.0312432 | Time: 1758.38 ms [2021-05-12 19:39:25 main:574] : INFO : Epoch 1854 | loss: 0.0312387 | val_loss: 0.0312404 | Time: 1745.99 ms [2021-05-12 19:39:27 main:574] : INFO : Epoch 1855 | loss: 0.0312289 | val_loss: 0.0312347 | Time: 1769.6 ms [2021-05-12 19:39:29 main:574] : INFO : Epoch 1856 | loss: 0.031228 | val_loss: 0.0312326 | Time: 1763.73 ms [2021-05-12 19:39:31 main:574] : INFO : Epoch 1857 | loss: 0.031228 | val_loss: 0.0312322 | Time: 1757.76 ms [2021-05-12 19:39:32 main:574] : INFO : Epoch 1858 | loss: 0.0312279 | val_loss: 0.0312315 | Time: 1753.03 ms [2021-05-12 19:39:34 main:574] : INFO : Epoch 1859 | loss: 0.0312281 | val_loss: 0.0312298 | Time: 1766.08 ms [2021-05-12 19:39:36 main:574] : INFO : Epoch 1860 | loss: 0.0312294 | val_loss: 0.0312312 | Time: 1773.08 ms [2021-05-12 19:39:38 main:574] : INFO : Epoch 1861 | loss: 0.0312269 | val_loss: 0.031231 | Time: 1763.09 ms [2021-05-12 19:39:39 main:574] : INFO : Epoch 1862 | loss: 0.0312274 | val_loss: 0.0312344 | Time: 1760.96 ms [2021-05-12 19:39:41 main:574] : INFO : Epoch 1863 | loss: 0.0312281 | val_loss: 0.031231 | Time: 1764.77 ms [2021-05-12 19:39:43 main:574] : INFO : Epoch 1864 | loss: 0.0312279 | val_loss: 0.0312312 | Time: 1771.98 ms [2021-05-12 19:39:45 main:574] : INFO : Epoch 1865 | loss: 0.0312283 | val_loss: 0.0312327 | Time: 1766.94 ms [2021-05-12 19:39:46 main:574] : INFO : Epoch 1866 | loss: 0.0312278 | val_loss: 0.0312321 | Time: 1768.35 ms [2021-05-12 19:39:48 main:574] : INFO : Epoch 1867 | loss: 0.0312283 | val_loss: 0.0312302 | Time: 1762.59 ms [2021-05-12 19:39:50 main:574] : INFO : Epoch 1868 | loss: 0.0312301 | val_loss: 0.0312382 | Time: 1769.89 ms [2021-05-12 19:39:52 main:574] : INFO : Epoch 1869 | loss: 0.0312299 | val_loss: 0.0312314 | Time: 1755.28 ms [2021-05-12 19:39:54 main:574] : INFO : Epoch 1870 | loss: 0.0312267 | val_loss: 0.0312316 | Time: 1752.59 ms [2021-05-12 19:39:55 main:574] : INFO : Epoch 1871 | loss: 0.0312258 | val_loss: 0.0312314 | Time: 1766.68 ms [2021-05-12 19:39:57 main:574] : INFO : Epoch 1872 | loss: 0.031227 | val_loss: 0.0312331 | Time: 1762.78 ms [2021-05-12 19:39:59 main:574] : INFO : Epoch 1873 | loss: 0.0312268 | val_loss: 0.0312333 | Time: 1770.56 ms [2021-05-12 19:40:01 main:574] : INFO : Epoch 1874 | loss: 0.0312263 | val_loss: 0.031233 | Time: 1776.43 ms [2021-05-12 19:40:02 main:574] : INFO : Epoch 1875 | loss: 0.0312254 | val_loss: 0.0312307 | Time: 1757.73 ms [2021-05-12 19:40:04 main:574] : INFO : Epoch 1876 | loss: 0.0312252 | val_loss: 0.0312336 | Time: 1763.05 ms [2021-05-12 19:40:06 main:574] : INFO : Epoch 1877 | loss: 0.0312267 | val_loss: 0.0312328 | Time: 1772.7 ms [2021-05-12 19:40:08 main:574] : INFO : Epoch 1878 | loss: 0.0312265 | val_loss: 0.0312299 | Time: 1758.49 ms [2021-05-12 19:40:09 main:574] : INFO : Epoch 1879 | loss: 0.0312279 | val_loss: 0.0312295 | Time: 1766.16 ms [2021-05-12 19:40:11 main:574] : INFO : Epoch 1880 | loss: 0.031225 | val_loss: 0.0312286 | Time: 1772.39 ms [2021-05-12 19:40:13 main:574] : INFO : Epoch 1881 | loss: 0.0312287 | val_loss: 0.0312318 | Time: 1753.97 ms [2021-05-12 19:40:15 main:574] : INFO : Epoch 1882 | loss: 0.031233 | val_loss: 0.031238 | Time: 1774.01 ms [2021-05-12 19:40:17 main:574] : INFO : Epoch 1883 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 1763.18 ms [2021-05-12 19:40:18 main:574] : INFO : Epoch 1884 | loss: 0.0312334 | val_loss: 0.0312312 | Time: 1760.27 ms [2021-05-12 19:40:20 main:574] : INFO : Epoch 1885 | loss: 0.0312292 | val_loss: 0.0312322 | Time: 1764.53 ms [2021-05-12 19:40:22 main:574] : INFO : Epoch 1886 | loss: 0.0312292 | val_loss: 0.0312304 | Time: 1780.51 ms [2021-05-12 19:40:24 main:574] : INFO : Epoch 1887 | loss: 0.0312286 | val_loss: 0.0312312 | Time: 1764.61 ms [2021-05-12 19:40:25 main:574] : INFO : Epoch 1888 | loss: 0.0312305 | val_loss: 0.0312367 | Time: 1761.71 ms [2021-05-12 19:40:27 main:574] : INFO : Epoch 1889 | loss: 0.0312302 | val_loss: 0.0312311 | Time: 1767.25 ms [2021-05-12 19:40:29 main:574] : INFO : Epoch 1890 | loss: 0.0312288 | val_loss: 0.0312303 | Time: 1746.88 ms [2021-05-12 19:40:31 main:574] : INFO : Epoch 1891 | loss: 0.0312308 | val_loss: 0.0312382 | Time: 1764.89 ms [2021-05-12 19:40:32 main:574] : INFO : Epoch 1892 | loss: 0.0312363 | val_loss: 0.0312302 | Time: 1762.97 ms [2021-05-12 19:40:34 main:574] : INFO : Epoch 1893 | loss: 0.0312349 | val_loss: 0.0312287 | Time: 1764.5 ms [2021-05-12 19:40:36 main:574] : INFO : Epoch 1894 | loss: 0.0312316 | val_loss: 0.0312299 | Time: 1764.54 ms [2021-05-12 19:40:38 main:574] : INFO : Epoch 1895 | loss: 0.031228 | val_loss: 0.0312309 | Time: 1763.21 ms [2021-05-12 19:40:40 main:574] : INFO : Epoch 1896 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 1770.19 ms [2021-05-12 19:40:41 main:574] : INFO : Epoch 1897 | loss: 0.0312313 | val_loss: 0.0312338 | Time: 1758.59 ms [2021-05-12 19:40:43 main:574] : INFO : Epoch 1898 | loss: 0.0312283 | val_loss: 0.0312295 | Time: 1755.76 ms [2021-05-12 19:40:45 main:574] : INFO : Epoch 1899 | loss: 0.0312265 | val_loss: 0.0312306 | Time: 1750.97 ms [2021-05-12 19:40:47 main:574] : INFO : Epoch 1900 | loss: 0.031227 | val_loss: 0.0312297 | Time: 1754.66 ms [2021-05-12 19:40:48 main:574] : INFO : Epoch 1901 | loss: 0.0312292 | val_loss: 0.0312294 | Time: 1772.43 ms [2021-05-12 19:40:50 main:574] : INFO : Epoch 1902 | loss: 0.0312291 | val_loss: 0.0312302 | Time: 1768.58 ms [2021-05-12 19:40:52 main:574] : INFO : Epoch 1903 | loss: 0.0312279 | val_loss: 0.0312292 | Time: 1750.09 ms [2021-05-12 19:40:54 main:574] : INFO : Epoch 1904 | loss: 0.0312259 | val_loss: 0.0312285 | Time: 1747.16 ms [2021-05-12 19:40:55 main:574] : INFO : Epoch 1905 | loss: 0.031227 | val_loss: 0.0312304 | Time: 1766.96 ms [2021-05-12 19:40:57 main:574] : INFO : Epoch 1906 | loss: 0.031226 | val_loss: 0.0312292 | Time: 1767.44 ms [2021-05-12 19:40:59 main:574] : INFO : Epoch 1907 | loss: 0.0312255 | val_loss: 0.0312298 | Time: 1753.25 ms [2021-05-12 19:41:01 main:574] : INFO : Epoch 1908 | loss: 0.0312253 | val_loss: 0.0312301 | Time: 1752.44 ms [2021-05-12 19:41:02 main:574] : INFO : Epoch 1909 | loss: 0.0312265 | val_loss: 0.0312276 | Time: 1771.31 ms [2021-05-12 19:41:04 main:574] : INFO : Epoch 1910 | loss: 0.0312279 | val_loss: 0.031231 | Time: 1747.33 ms [2021-05-12 19:41:06 main:574] : INFO : Epoch 1911 | loss: 0.0312294 | val_loss: 0.0312287 | Time: 1769.79 ms [2021-05-12 19:41:08 main:574] : INFO : Epoch 1912 | loss: 0.0312264 | val_loss: 0.0312331 | Time: 1752.09 ms [2021-05-12 19:41:10 main:574] : INFO : Epoch 1913 | loss: 0.0312237 | val_loss: 0.0312307 | Time: 1756.87 ms [2021-05-12 19:41:11 main:574] : INFO : Epoch 1914 | loss: 0.0312249 | val_loss: 0.03123 | Time: 1754.09 ms [2021-05-12 19:41:13 main:574] : INFO : Epoch 1915 | loss: 0.0312238 | val_loss: 0.0312282 | Time: 1759.54 ms [2021-05-12 19:41:15 main:574] : INFO : Epoch 1916 | loss: 0.0312245 | val_loss: 0.0312287 | Time: 1759.67 ms [2021-05-12 19:41:17 main:574] : INFO : Epoch 1917 | loss: 0.0312243 | val_loss: 0.0312343 | Time: 1771.8 ms [2021-05-12 19:41:18 main:574] : INFO : Epoch 1918 | loss: 0.0312234 | val_loss: 0.0312274 | Time: 1755.32 ms [2021-05-12 19:41:20 main:574] : INFO : Epoch 1919 | loss: 0.0312238 | val_loss: 0.0312251 | Time: 1765.92 ms [2021-05-12 19:41:22 main:574] : INFO : Epoch 1920 | loss: 0.0312243 | val_loss: 0.0312263 | Time: 1771.67 ms [2021-05-12 19:41:24 main:574] : INFO : Epoch 1921 | loss: 0.0312254 | val_loss: 0.03123 | Time: 1775.64 ms [2021-05-12 19:41:25 main:574] : INFO : Epoch 1922 | loss: 0.0312272 | val_loss: 0.0312304 | Time: 1762.64 ms [2021-05-12 19:41:27 main:574] : INFO : Epoch 1923 | loss: 0.031226 | val_loss: 0.0312271 | Time: 1758.63 ms [2021-05-12 19:41:29 main:574] : INFO : Epoch 1924 | loss: 0.031223 | val_loss: 0.031226 | Time: 1758.27 ms [2021-05-12 19:41:31 main:574] : INFO : Epoch 1925 | loss: 0.0312218 | val_loss: 0.0312255 | Time: 1757.44 ms [2021-05-12 19:41:32 main:574] : INFO : Epoch 1926 | loss: 0.0312238 | val_loss: 0.0312247 | Time: 1754.78 ms [2021-05-12 19:41:34 main:574] : INFO : Epoch 1927 | loss: 0.031223 | val_loss: 0.0312257 | Time: 1759.68 ms [2021-05-12 19:41:36 main:574] : INFO : Epoch 1928 | loss: 0.0312219 | val_loss: 0.0312252 | Time: 1743.75 ms [2021-05-12 19:41:38 main:574] : INFO : Epoch 1929 | loss: 0.0312218 | val_loss: 0.0312248 | Time: 1772.94 ms [2021-05-12 19:41:40 main:574] : INFO : Epoch 1930 | loss: 0.0312228 | val_loss: 0.0312257 | Time: 1752.33 ms [2021-05-12 19:41:41 main:574] : INFO : Epoch 1931 | loss: 0.0312222 | val_loss: 0.0312272 | Time: 1756.67 ms [2021-05-12 19:41:43 main:574] : INFO : Epoch 1932 | loss: 0.031222 | val_loss: 0.0312251 | Time: 1753.57 ms [2021-05-12 19:41:45 main:574] : INFO : Epoch 1933 | loss: 0.0312259 | val_loss: 0.0312385 | Time: 1761.99 ms [2021-05-12 19:41:47 main:574] : INFO : Epoch 1934 | loss: 0.031241 | val_loss: 0.0312328 | Time: 1763.15 ms [2021-05-12 19:41:48 main:574] : INFO : Epoch 1935 | loss: 0.0312264 | val_loss: 0.0312267 | Time: 1756.77 ms [2021-05-12 19:41:50 main:574] : INFO : Epoch 1936 | loss: 0.0312223 | val_loss: 0.0312268 | Time: 1771.03 ms [2021-05-12 19:41:52 main:574] : INFO : Epoch 1937 | loss: 0.0312233 | val_loss: 0.0312244 | Time: 1774.24 ms [2021-05-12 19:41:54 main:574] : INFO : Epoch 1938 | loss: 0.0312229 | val_loss: 0.0312264 | Time: 1764.29 ms [2021-05-12 19:41:55 main:574] : INFO : Epoch 1939 | loss: 0.031223 | val_loss: 0.0312265 | Time: 1764.88 ms [2021-05-12 19:41:57 main:574] : INFO : Epoch 1940 | loss: 0.0312215 | val_loss: 0.0312243 | Time: 1761.56 ms [2021-05-12 19:41:59 main:574] : INFO : Epoch 1941 | loss: 0.031222 | val_loss: 0.0312279 | Time: 1766.33 ms [2021-05-12 19:42:01 main:574] : INFO : Epoch 1942 | loss: 0.0312258 | val_loss: 0.0312319 | Time: 1766.15 ms [2021-05-12 19:42:03 main:574] : INFO : Epoch 1943 | loss: 0.0312285 | val_loss: 0.0312244 | Time: 1764.7 ms [2021-05-12 19:42:04 main:574] : INFO : Epoch 1944 | loss: 0.0312226 | val_loss: 0.0312257 | Time: 1757.69 ms [2021-05-12 19:42:06 main:574] : INFO : Epoch 1945 | loss: 0.0312217 | val_loss: 0.0312255 | Time: 1761.07 ms [2021-05-12 19:42:08 main:574] : INFO : Epoch 1946 | loss: 0.0312219 | val_loss: 0.0312245 | Time: 1770.14 ms [2021-05-12 19:42:10 main:574] : INFO : Epoch 1947 | loss: 0.0312234 | val_loss: 0.0312252 | Time: 1763.68 ms [2021-05-12 19:42:11 main:574] : INFO : Epoch 1948 | loss: 0.031224 | val_loss: 0.0312244 | Time: 1764.88 ms [2021-05-12 19:42:13 main:574] : INFO : Epoch 1949 | loss: 0.0312233 | val_loss: 0.031225 | Time: 1762.65 ms [2021-05-12 19:42:15 main:574] : INFO : Epoch 1950 | loss: 0.031223 | val_loss: 0.0312235 | Time: 1753.62 ms [2021-05-12 19:42:17 main:574] : INFO : Epoch 1951 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 1761.35 ms [2021-05-12 19:42:18 main:574] : INFO : Epoch 1952 | loss: 0.0312208 | val_loss: 0.0312242 | Time: 1774.1 ms [2021-05-12 19:42:20 main:574] : INFO : Epoch 1953 | loss: 0.0312201 | val_loss: 0.0312225 | Time: 1752.36 ms [2021-05-12 19:42:22 main:574] : INFO : Epoch 1954 | loss: 0.0312225 | val_loss: 0.0312232 | Time: 1758.98 ms [2021-05-12 19:42:24 main:574] : INFO : Epoch 1955 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 1757.46 ms [2021-05-12 19:42:25 main:574] : INFO : Epoch 1956 | loss: 0.0312209 | val_loss: 0.0312236 | Time: 1760.5 ms [2021-05-12 19:42:27 main:574] : INFO : Epoch 1957 | loss: 0.0312213 | val_loss: 0.0312237 | Time: 1770.85 ms [2021-05-12 19:42:29 main:574] : INFO : Epoch 1958 | loss: 0.0312229 | val_loss: 0.0312236 | Time: 1756.47 ms [2021-05-12 19:42:31 main:574] : INFO : Epoch 1959 | loss: 0.0312277 | val_loss: 0.0312377 | Time: 1759.27 ms [2021-05-12 19:42:33 main:574] : INFO : Epoch 1960 | loss: 0.031223 | val_loss: 0.0312255 | Time: 1764.58 ms [2021-05-12 19:42:34 main:574] : INFO : Epoch 1961 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 1779 ms [2021-05-12 19:42:36 main:574] : INFO : Epoch 1962 | loss: 0.0312195 | val_loss: 0.0312234 | Time: 1771.88 ms [2021-05-12 19:42:38 main:574] : INFO : Epoch 1963 | loss: 0.0312193 | val_loss: 0.0312252 | Time: 1762.14 ms [2021-05-12 19:42:40 main:574] : INFO : Epoch 1964 | loss: 0.0312206 | val_loss: 0.0312266 | Time: 1757.33 ms [2021-05-12 19:42:41 main:574] : INFO : Epoch 1965 | loss: 0.0312197 | val_loss: 0.031224 | Time: 1767.01 ms [2021-05-12 19:42:43 main:574] : INFO : Epoch 1966 | loss: 0.0312213 | val_loss: 0.0312249 | Time: 1762.36 ms [2021-05-12 19:42:45 main:574] : INFO : Epoch 1967 | loss: 0.0312229 | val_loss: 0.0312263 | Time: 1760.96 ms [2021-05-12 19:42:47 main:574] : INFO : Epoch 1968 | loss: 0.0312219 | val_loss: 0.0312268 | Time: 1755.81 ms [2021-05-12 19:42:48 main:574] : INFO : Epoch 1969 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 1756.51 ms [2021-05-12 19:42:50 main:574] : INFO : Epoch 1970 | loss: 0.031223 | val_loss: 0.0312243 | Time: 1765.23 ms [2021-05-12 19:42:52 main:574] : INFO : Epoch 1971 | loss: 0.031221 | val_loss: 0.031225 | Time: 1755.83 ms [2021-05-12 19:42:54 main:574] : INFO : Epoch 1972 | loss: 0.0312233 | val_loss: 0.0312226 | Time: 1747.78 ms [2021-05-12 19:42:56 main:574] : INFO : Epoch 1973 | loss: 0.0312257 | val_loss: 0.0312276 | Time: 1761.5 ms [2021-05-12 19:42:57 main:574] : INFO : Epoch 1974 | loss: 0.0312196 | val_loss: 0.0312217 | Time: 1764.99 ms [2021-05-12 19:42:59 main:574] : INFO : Epoch 1975 | loss: 0.0312195 | val_loss: 0.0312228 | Time: 1751.49 ms [2021-05-12 19:43:01 main:574] : INFO : Epoch 1976 | loss: 0.0312188 | val_loss: 0.0312236 | Time: 1755 ms [2021-05-12 19:43:03 main:574] : INFO : Epoch 1977 | loss: 0.0312194 | val_loss: 0.0312215 | Time: 1766 ms [2021-05-12 19:43:04 main:574] : INFO : Epoch 1978 | loss: 0.0312204 | val_loss: 0.0312251 | Time: 1757.09 ms [2021-05-12 19:43:06 main:574] : INFO : Epoch 1979 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 1763.95 ms [2021-05-12 19:43:08 main:574] : INFO : Epoch 1980 | loss: 0.0312177 | val_loss: 0.0312219 | Time: 1753.93 ms [2021-05-12 19:43:10 main:574] : INFO : Epoch 1981 | loss: 0.0312198 | val_loss: 0.0312226 | Time: 1759.57 ms [2021-05-12 19:43:11 main:574] : INFO : Epoch 1982 | loss: 0.0312223 | val_loss: 0.0312299 | Time: 1776.69 ms [2021-05-12 19:43:13 main:574] : INFO : Epoch 1983 | loss: 0.0312206 | val_loss: 0.0312229 | Time: 1755.09 ms [2021-05-12 19:43:15 main:574] : INFO : Epoch 1984 | loss: 0.0312208 | val_loss: 0.0312265 | Time: 1756.59 ms [2021-05-12 19:43:17 main:574] : INFO : Epoch 1985 | loss: 0.03122 | val_loss: 0.0312234 | Time: 1769.99 ms [2021-05-12 19:43:18 main:574] : INFO : Epoch 1986 | loss: 0.0312183 | val_loss: 0.031223 | Time: 1759.56 ms [2021-05-12 19:43:20 main:574] : INFO : Epoch 1987 | loss: 0.0312176 | val_loss: 0.0312225 | Time: 1759.91 ms [2021-05-12 19:43:22 main:574] : INFO : Epoch 1988 | loss: 0.0312175 | val_loss: 0.0312248 | Time: 1763.34 ms [2021-05-12 19:43:24 main:574] : INFO : Epoch 1989 | loss: 0.031218 | val_loss: 0.031224 | Time: 1771.43 ms [2021-05-12 19:43:26 main:574] : INFO : Epoch 1990 | loss: 0.0312205 | val_loss: 0.0312231 | Time: 1764.36 ms [2021-05-12 19:43:27 main:574] : INFO : Epoch 1991 | loss: 0.0312171 | val_loss: 0.0312208 | Time: 1766.35 ms [2021-05-12 19:43:29 main:574] : INFO : Epoch 1992 | loss: 0.0312166 | val_loss: 0.0312219 | Time: 1757.32 ms [2021-05-12 19:43:31 main:574] : INFO : Epoch 1993 | loss: 0.0312165 | val_loss: 0.0312203 | Time: 1770.97 ms [2021-05-12 19:43:33 main:574] : INFO : Epoch 1994 | loss: 0.0312168 | val_loss: 0.0312221 | Time: 1761.82 ms [2021-05-12 19:43:34 main:574] : INFO : Epoch 1995 | loss: 0.0312161 | val_loss: 0.031221 | Time: 1756.68 ms [2021-05-12 19:43:36 main:574] : INFO : Epoch 1996 | loss: 0.0312161 | val_loss: 0.0312216 | Time: 1752.09 ms [2021-05-12 19:43:38 main:574] : INFO : Epoch 1997 | loss: 0.0312167 | val_loss: 0.0312216 | Time: 1768.76 ms [2021-05-12 19:43:40 main:574] : INFO : Epoch 1998 | loss: 0.0312162 | val_loss: 0.031225 | Time: 1765.78 ms [2021-05-12 19:43:41 main:574] : INFO : Epoch 1999 | loss: 0.0312164 | val_loss: 0.031224 | Time: 1754.37 ms [2021-05-12 19:43:43 main:574] : INFO : Epoch 2000 | loss: 0.0312164 | val_loss: 0.0312207 | Time: 1766.91 ms [2021-05-12 19:43:45 main:574] : INFO : Epoch 2001 | loss: 0.0312164 | val_loss: 0.0312201 | Time: 1773.61 ms [2021-05-12 19:43:47 main:574] : INFO : Epoch 2002 | loss: 0.0312166 | val_loss: 0.0312211 | Time: 1755.63 ms [2021-05-12 19:43:49 main:574] : INFO : Epoch 2003 | loss: 0.0312159 | val_loss: 0.0312214 | Time: 1765.65 ms [2021-05-12 19:43:50 main:574] : INFO : Epoch 2004 | loss: 0.0312169 | val_loss: 0.0312231 | Time: 1757.58 ms [2021-05-12 19:43:52 main:574] : INFO : Epoch 2005 | loss: 0.0312155 | val_loss: 0.0312218 | Time: 1761.39 ms [2021-05-12 19:43:54 main:574] : INFO : Epoch 2006 | loss: 0.0312157 | val_loss: 0.0312218 | Time: 1759.62 ms [2021-05-12 19:43:56 main:574] : INFO : Epoch 2007 | loss: 0.0312148 | val_loss: 0.0312216 | Time: 1758.44 ms [2021-05-12 19:43:57 main:574] : INFO : Epoch 2008 | loss: 0.0312157 | val_loss: 0.0312201 | Time: 1758.13 ms [2021-05-12 19:43:59 main:574] : INFO : Epoch 2009 | loss: 0.0312173 | val_loss: 0.03122 | Time: 1765.12 ms [2021-05-12 19:44:01 main:574] : INFO : Epoch 2010 | loss: 0.0312197 | val_loss: 0.0312212 | Time: 1765.12 ms [2021-05-12 19:44:03 main:574] : INFO : Epoch 2011 | loss: 0.0312162 | val_loss: 0.0312186 | Time: 1763.29 ms [2021-05-12 19:44:04 main:574] : INFO : Epoch 2012 | loss: 0.0312151 | val_loss: 0.0312199 | Time: 1751.25 ms [2021-05-12 19:44:06 main:574] : INFO : Epoch 2013 | loss: 0.0312183 | val_loss: 0.0312204 | Time: 1777.35 ms [2021-05-12 19:44:08 main:574] : INFO : Epoch 2014 | loss: 0.031228 | val_loss: 0.0312335 | Time: 1758.04 ms [2021-05-12 19:44:10 main:574] : INFO : Epoch 2015 | loss: 0.0312664 | val_loss: 0.031384 | Time: 1774.32 ms [2021-05-12 19:44:11 main:574] : INFO : Epoch 2016 | loss: 0.0800052 | val_loss: 0.0855161 | Time: 1759.74 ms [2021-05-12 19:44:13 main:574] : INFO : Epoch 2017 | loss: 0.072364 | val_loss: 0.0362756 | Time: 1767.86 ms [2021-05-12 19:44:15 main:574] : INFO : Epoch 2018 | loss: 0.0333173 | val_loss: 0.0315052 | Time: 1759.48 ms [2021-05-12 19:44:17 main:574] : INFO : Epoch 2019 | loss: 0.0314055 | val_loss: 0.0313002 | Time: 1759.08 ms [2021-05-12 19:44:19 main:574] : INFO : Epoch 2020 | loss: 0.0312887 | val_loss: 0.0312771 | Time: 1761.98 ms [2021-05-12 19:44:20 main:574] : INFO : Epoch 2021 | loss: 0.0312686 | val_loss: 0.0312658 | Time: 1747.55 ms [2021-05-12 19:44:22 main:574] : INFO : Epoch 2022 | loss: 0.0312619 | val_loss: 0.0312618 | Time: 1760.05 ms [2021-05-12 19:44:24 main:574] : INFO : Epoch 2023 | loss: 0.0312598 | val_loss: 0.0312601 | Time: 1756.99 ms [2021-05-12 19:44:26 main:574] : INFO : Epoch 2024 | loss: 0.0312586 | val_loss: 0.0312588 | Time: 1759.88 ms [2021-05-12 19:44:27 main:574] : INFO : Epoch 2025 | loss: 0.0312575 | val_loss: 0.0312579 | Time: 1755.77 ms [2021-05-12 19:44:29 main:574] : INFO : Epoch 2026 | loss: 0.0312567 | val_loss: 0.031257 | Time: 1771.34 ms [2021-05-12 19:44:31 main:574] : INFO : Epoch 2027 | loss: 0.031256 | val_loss: 0.0312564 | Time: 1755.48 ms [2021-05-12 19:44:33 main:574] : INFO : Epoch 2028 | loss: 0.0312554 | val_loss: 0.0312558 | Time: 1744.27 ms [2021-05-12 19:44:34 main:574] : INFO : Epoch 2029 | loss: 0.0312551 | val_loss: 0.0312554 | Time: 1753.72 ms [2021-05-12 19:44:36 main:574] : INFO : Epoch 2030 | loss: 0.0312546 | val_loss: 0.0312548 | Time: 1766.26 ms [2021-05-12 19:44:38 main:574] : INFO : Epoch 2031 | loss: 0.0312541 | val_loss: 0.0312544 | Time: 1760.95 ms [2021-05-12 19:44:40 main:574] : INFO : Epoch 2032 | loss: 0.0312537 | val_loss: 0.0312543 | Time: 1765.91 ms [2021-05-12 19:44:41 main:574] : INFO : Epoch 2033 | loss: 0.0312535 | val_loss: 0.0312537 | Time: 1761.53 ms [2021-05-12 19:44:43 main:574] : INFO : Epoch 2034 | loss: 0.0312533 | val_loss: 0.0312535 | Time: 1757.85 ms [2021-05-12 19:44:45 main:574] : INFO : Epoch 2035 | loss: 0.0312529 | val_loss: 0.0312532 | Time: 1762.11 ms [2021-05-12 19:44:47 main:574] : INFO : Epoch 2036 | loss: 0.0312526 | val_loss: 0.0312529 | Time: 1761.78 ms [2021-05-12 19:44:49 main:574] : INFO : Epoch 2037 | loss: 0.0312525 | val_loss: 0.0312531 | Time: 1760.78 ms [2021-05-12 19:44:50 main:574] : INFO : Epoch 2038 | loss: 0.0312525 | val_loss: 0.0312525 | Time: 1760.95 ms [2021-05-12 19:44:52 main:574] : INFO : Epoch 2039 | loss: 0.031252 | val_loss: 0.0312522 | Time: 1770.11 ms [2021-05-12 19:44:54 main:574] : INFO : Epoch 2040 | loss: 0.0312518 | val_loss: 0.031252 | Time: 1753.99 ms [2021-05-12 19:44:56 main:574] : INFO : Epoch 2041 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1755.76 ms [2021-05-12 19:44:57 main:574] : INFO : Epoch 2042 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 1762.99 ms [2021-05-12 19:44:59 main:574] : INFO : Epoch 2043 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1774.78 ms [2021-05-12 19:45:01 main:574] : INFO : Epoch 2044 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1758.75 ms [2021-05-12 19:45:03 main:574] : INFO : Epoch 2045 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1760.37 ms [2021-05-12 19:45:04 main:574] : INFO : Epoch 2046 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1758.44 ms [2021-05-12 19:45:06 main:574] : INFO : Epoch 2047 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1763.2 ms [2021-05-12 19:45:08 main:574] : INFO : Epoch 2048 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1765.45 ms [2021-05-12 19:45:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312506 [2021-05-12 19:45:08 main:603] : INFO : Saving end state to config to file [2021-05-12 19:45:08 main:608] : INFO : Success, exiting.. 19:45:08 (8024): 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)