Task 14627280
| Name | ParityModified-1647046104-14078-3-0_3 |
| Workunit | 11639796 |
| Created | 21 Apr 2022, 0:54:31 UTC |
| Sent | 21 Apr 2022, 0:55:09 UTC |
| Report deadline | 29 Apr 2022, 0:55:09 UTC |
| Received | 21 Apr 2022, 1:56:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10626 |
| Run time | 1 hours 0 min 22 sec |
| CPU time | 58 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311086 | val_loss: 0.031131 | Time: 1777.07 ms [2022-04-21 03:41:00 main:574] : INFO : Epoch 1543 | loss: 0.0311099 | val_loss: 0.0311339 | Time: 1737.14 ms [2022-04-21 03:41:02 main:574] : INFO : Epoch 1544 | loss: 0.0311106 | val_loss: 0.0311367 | Time: 1744.07 ms [2022-04-21 03:41:04 main:574] : INFO : Epoch 1545 | loss: 0.0311131 | val_loss: 0.0311417 | Time: 1810.45 ms [2022-04-21 03:41:05 main:574] : INFO : Epoch 1546 | loss: 0.0311118 | val_loss: 0.0311349 | Time: 1800.67 ms [2022-04-21 03:41:07 main:574] : INFO : Epoch 1547 | loss: 0.0311062 | val_loss: 0.03114 | Time: 1778.03 ms [2022-04-21 03:41:09 main:574] : INFO : Epoch 1548 | loss: 0.0311073 | val_loss: 0.0311351 | Time: 1756.7 ms [2022-04-21 03:41:11 main:574] : INFO : Epoch 1549 | loss: 0.031105 | val_loss: 0.0311389 | Time: 1793.01 ms [2022-04-21 03:41:12 main:574] : INFO : Epoch 1550 | loss: 0.0311051 | val_loss: 0.031136 | Time: 1779.22 ms [2022-04-21 03:41:14 main:574] : INFO : Epoch 1551 | loss: 0.031106 | val_loss: 0.0311392 | Time: 1741.2 ms [2022-04-21 03:41:16 main:574] : INFO : Epoch 1552 | loss: 0.0311057 | val_loss: 0.0311352 | Time: 1754.81 ms [2022-04-21 03:41:18 main:574] : INFO : Epoch 1553 | loss: 0.0311051 | val_loss: 0.0311328 | Time: 1807.01 ms [2022-04-21 03:41:20 main:574] : INFO : Epoch 1554 | loss: 0.031107 | val_loss: 0.0311361 | Time: 1800.05 ms [2022-04-21 03:41:21 main:574] : INFO : Epoch 1555 | loss: 0.0311072 | val_loss: 0.0311411 | Time: 1749.41 ms [2022-04-21 03:41:23 main:574] : INFO : Epoch 1556 | loss: 0.0311093 | val_loss: 0.0311383 | Time: 1746.25 ms [2022-04-21 03:41:25 main:574] : INFO : Epoch 1557 | loss: 0.0311077 | val_loss: 0.0311356 | Time: 1801.51 ms [2022-04-21 03:41:27 main:574] : INFO : Epoch 1558 | loss: 0.0311064 | val_loss: 0.031132 | Time: 1781.76 ms [2022-04-21 03:41:28 main:574] : INFO : Epoch 1559 | loss: 0.0311058 | val_loss: 0.0311348 | Time: 1760 ms [2022-04-21 03:41:30 main:574] : INFO : Epoch 1560 | loss: 0.031107 | val_loss: 0.031137 | Time: 1725.79 ms [2022-04-21 03:41:32 main:574] : INFO : Epoch 1561 | loss: 0.0311048 | val_loss: 0.0311397 | Time: 1772.75 ms [2022-04-21 03:41:34 main:574] : INFO : Epoch 1562 | loss: 0.0311054 | val_loss: 0.0311369 | Time: 1775.06 ms [2022-04-21 03:41:36 main:574] : INFO : Epoch 1563 | loss: 0.0311106 | val_loss: 0.031135 | Time: 1774.49 ms [2022-04-21 03:41:37 main:574] : INFO : Epoch 1564 | loss: 0.0311203 | val_loss: 0.0311434 | Time: 1716.05 ms [2022-04-21 03:41:39 main:574] : INFO : Epoch 1565 | loss: 0.0311202 | val_loss: 0.0311353 | Time: 1724.32 ms [2022-04-21 03:41:41 main:574] : INFO : Epoch 1566 | loss: 0.0311147 | val_loss: 0.0311366 | Time: 1777.6 ms [2022-04-21 03:41:43 main:574] : INFO : Epoch 1567 | loss: 0.0311128 | val_loss: 0.0311379 | Time: 1752.38 ms [2022-04-21 03:41:44 main:574] : INFO : Epoch 1568 | loss: 0.0311114 | val_loss: 0.0311388 | Time: 1774.73 ms [2022-04-21 03:41:46 main:574] : INFO : Epoch 1569 | loss: 0.0311163 | val_loss: 0.0311323 | Time: 1761.17 ms [2022-04-21 03:41:48 main:574] : INFO : Epoch 1570 | loss: 0.0311141 | val_loss: 0.0311321 | Time: 1773.44 ms [2022-04-21 03:41:50 main:574] : INFO : Epoch 1571 | loss: 0.031112 | val_loss: 0.0311329 | Time: 1754.28 ms [2022-04-21 03:41:51 main:574] : INFO : Epoch 1572 | loss: 0.0311179 | val_loss: 0.0311372 | Time: 1776.7 ms [2022-04-21 03:41:53 main:574] : INFO : Epoch 1573 | loss: 0.0311164 | val_loss: 0.0311304 | Time: 1714.24 ms [2022-04-21 03:41:55 main:574] : INFO : Epoch 1574 | loss: 0.0311123 | val_loss: 0.0311318 | Time: 1748.82 ms [2022-04-21 03:41:57 main:574] : INFO : Epoch 1575 | loss: 0.0311106 | val_loss: 0.0311317 | Time: 1739.21 ms [2022-04-21 03:41:58 main:574] : INFO : Epoch 1576 | loss: 0.0311112 | val_loss: 0.0311352 | Time: 1765.56 ms [2022-04-21 03:42:00 main:574] : INFO : Epoch 1577 | loss: 0.0311114 | val_loss: 0.0311363 | Time: 1786.92 ms [2022-04-21 03:42:02 main:574] : INFO : Epoch 1578 | loss: 0.0311106 | val_loss: 0.0311312 | Time: 1792.47 ms [2022-04-21 03:42:04 main:574] : INFO : Epoch 1579 | loss: 0.0311068 | val_loss: 0.0311338 | Time: 1782.71 ms [2022-04-21 03:42:06 main:574] : INFO : Epoch 1580 | loss: 0.0311097 | val_loss: 0.0311402 | Time: 1727.09 ms [2022-04-21 03:42:07 main:574] : INFO : Epoch 1581 | loss: 0.031114 | val_loss: 0.0311398 | Time: 1772.12 ms [2022-04-21 03:42:09 main:574] : INFO : Epoch 1582 | loss: 0.0311089 | val_loss: 0.0311368 | Time: 1764.34 ms [2022-04-21 03:42:11 main:574] : INFO : Epoch 1583 | loss: 0.0311069 | val_loss: 0.0311352 | Time: 1782.9 ms [2022-04-21 03:42:13 main:574] : INFO : Epoch 1584 | loss: 0.0311073 | val_loss: 0.0311335 | Time: 1739.19 ms [2022-04-21 03:42:14 main:574] : INFO : Epoch 1585 | loss: 0.0311064 | val_loss: 0.0311376 | Time: 1728.81 ms [2022-04-21 03:42:16 main:574] : INFO : Epoch 1586 | loss: 0.0311046 | val_loss: 0.0311362 | Time: 1756.84 ms [2022-04-21 03:42:18 main:574] : INFO : Epoch 1587 | loss: 0.0311044 | val_loss: 0.0311361 | Time: 1769.93 ms [2022-04-21 03:42:20 main:574] : INFO : Epoch 1588 | loss: 0.0311049 | val_loss: 0.0311369 | Time: 1765.67 ms [2022-04-21 03:42:22 main:574] : INFO : Epoch 1589 | loss: 0.0311057 | val_loss: 0.0311329 | Time: 1804.07 ms [2022-04-21 03:42:23 main:574] : INFO : Epoch 1590 | loss: 0.0311044 | val_loss: 0.0311336 | Time: 1783.79 ms [2022-04-21 03:42:25 main:574] : INFO : Epoch 1591 | loss: 0.0311052 | val_loss: 0.0311359 | Time: 1743.78 ms [2022-04-21 03:42:27 main:574] : INFO : Epoch 1592 | loss: 0.0311028 | val_loss: 0.031135 | Time: 1774.3 ms [2022-04-21 03:42:29 main:574] : INFO : Epoch 1593 | loss: 0.031102 | val_loss: 0.0311309 | Time: 1782.57 ms [2022-04-21 03:42:30 main:574] : INFO : Epoch 1594 | loss: 0.0311027 | val_loss: 0.0311356 | Time: 1729.45 ms [2022-04-21 03:42:32 main:574] : INFO : Epoch 1595 | loss: 0.0311027 | val_loss: 0.0311362 | Time: 1729.28 ms [2022-04-21 03:42:34 main:574] : INFO : Epoch 1596 | loss: 0.0311035 | val_loss: 0.0311344 | Time: 1737.11 ms [2022-04-21 03:42:36 main:574] : INFO : Epoch 1597 | loss: 0.0311033 | val_loss: 0.031141 | Time: 1727.16 ms [2022-04-21 03:42:37 main:574] : INFO : Epoch 1598 | loss: 0.0311037 | val_loss: 0.0311323 | Time: 1761.84 ms [2022-04-21 03:42:39 main:574] : INFO : Epoch 1599 | loss: 0.0311009 | val_loss: 0.0311379 | Time: 1805.99 ms [2022-04-21 03:42:41 main:574] : INFO : Epoch 1600 | loss: 0.0311023 | val_loss: 0.0311347 | Time: 1809.25 ms [2022-04-21 03:42:43 main:574] : INFO : Epoch 1601 | loss: 0.0311016 | val_loss: 0.03114 | Time: 1747.52 ms [2022-04-21 03:42:44 main:574] : INFO : Epoch 1602 | loss: 0.031101 | val_loss: 0.0311354 | Time: 1717.62 ms [2022-04-21 03:42:46 main:574] : INFO : Epoch 1603 | loss: 0.0311017 | val_loss: 0.031136 | Time: 1744.03 ms [2022-04-21 03:42:48 main:574] : INFO : Epoch 1604 | loss: 0.0311013 | val_loss: 0.0311371 | Time: 1747.41 ms [2022-04-21 03:42:50 main:574] : INFO : Epoch 1605 | loss: 0.0311057 | val_loss: 0.0311366 | Time: 1716.21 ms [2022-04-21 03:42:51 main:574] : INFO : Epoch 1606 | loss: 0.0311065 | val_loss: 0.0311356 | Time: 1747.35 ms [2022-04-21 03:42:53 main:574] : INFO : Epoch 1607 | loss: 0.0311065 | val_loss: 0.0311395 | Time: 1792.34 ms [2022-04-21 03:42:55 main:574] : INFO : Epoch 1608 | loss: 0.0311064 | val_loss: 0.0311356 | Time: 1780.42 ms [2022-04-21 03:42:57 main:574] : INFO : Epoch 1609 | loss: 0.0311028 | val_loss: 0.0311355 | Time: 1779.27 ms [2022-04-21 03:42:59 main:574] : INFO : Epoch 1610 | loss: 0.0311052 | val_loss: 0.0311381 | Time: 1754.95 ms [2022-04-21 03:43:00 main:574] : INFO : Epoch 1611 | loss: 0.0311058 | val_loss: 0.0311363 | Time: 1772.79 ms [2022-04-21 03:43:02 main:574] : INFO : Epoch 1612 | loss: 0.0311028 | val_loss: 0.0311368 | Time: 1717.89 ms [2022-04-21 03:43:04 main:574] : INFO : Epoch 1613 | loss: 0.0311024 | val_loss: 0.0311408 | Time: 1782.53 ms [2022-04-21 03:43:06 main:574] : INFO : Epoch 1614 | loss: 0.0311017 | val_loss: 0.0311338 | Time: 1740.2 ms [2022-04-21 03:43:07 main:574] : INFO : Epoch 1615 | loss: 0.0310999 | val_loss: 0.0311337 | Time: 1795.26 ms [2022-04-21 03:43:09 main:574] : INFO : Epoch 1616 | loss: 0.0310996 | val_loss: 0.0311337 | Time: 1784.41 ms [2022-04-21 03:43:11 main:574] : INFO : Epoch 1617 | loss: 0.0310983 | val_loss: 0.0311354 | Time: 1808.07 ms [2022-04-21 03:43:13 main:574] : INFO : Epoch 1618 | loss: 0.031099 | val_loss: 0.0311348 | Time: 1752.49 ms [2022-04-21 03:43:15 main:574] : INFO : Epoch 1619 | loss: 0.0311018 | val_loss: 0.0311395 | Time: 1758.81 ms [2022-04-21 03:43:16 main:574] : INFO : Epoch 1620 | loss: 0.0311018 | val_loss: 0.0311435 | Time: 1734.63 ms [2022-04-21 03:43:18 main:574] : INFO : Epoch 1621 | loss: 0.0311018 | val_loss: 0.0311345 | Time: 1750.68 ms [2022-04-21 03:43:20 main:574] : INFO : Epoch 1622 | loss: 0.0311016 | val_loss: 0.0311339 | Time: 1745.78 ms [2022-04-21 03:43:22 main:574] : INFO : Epoch 1623 | loss: 0.0311032 | val_loss: 0.0311342 | Time: 1746.73 ms [2022-04-21 03:43:23 main:574] : INFO : Epoch 1624 | loss: 0.0311102 | val_loss: 0.0311374 | Time: 1788.31 ms [2022-04-21 03:43:25 main:574] : INFO : Epoch 1625 | loss: 0.0311046 | val_loss: 0.0311356 | Time: 1783.44 ms [2022-04-21 03:43:27 main:574] : INFO : Epoch 1626 | loss: 0.0311023 | val_loss: 0.0311334 | Time: 1742.72 ms [2022-04-21 03:43:29 main:574] : INFO : Epoch 1627 | loss: 0.0311027 | val_loss: 0.0311355 | Time: 1752.53 ms [2022-04-21 03:43:30 main:574] : INFO : Epoch 1628 | loss: 0.0311018 | val_loss: 0.0311385 | Time: 1780.64 ms [2022-04-21 03:43:32 main:574] : INFO : Epoch 1629 | loss: 0.0311006 | val_loss: 0.0311361 | Time: 1759.78 ms [2022-04-21 03:43:34 main:574] : INFO : Epoch 1630 | loss: 0.0311033 | val_loss: 0.0311374 | Time: 1817.08 ms [2022-04-21 03:43:36 main:574] : INFO : Epoch 1631 | loss: 0.0311031 | val_loss: 0.031142 | Time: 1775.66 ms [2022-04-21 03:43:38 main:574] : INFO : Epoch 1632 | loss: 0.0311028 | val_loss: 0.0311407 | Time: 1751.72 ms [2022-04-21 03:43:39 main:574] : INFO : Epoch 1633 | loss: 0.0311025 | val_loss: 0.0311421 | Time: 1776.14 ms [2022-04-21 03:43:41 main:574] : INFO : Epoch 1634 | loss: 0.0311157 | val_loss: 0.0311452 | Time: 1799.25 ms [2022-04-21 03:43:43 main:574] : INFO : Epoch 1635 | loss: 0.0311133 | val_loss: 0.0311448 | Time: 1751.54 ms [2022-04-21 03:43:45 main:574] : INFO : Epoch 1636 | loss: 0.0311109 | val_loss: 0.0311416 | Time: 1710.06 ms [2022-04-21 03:43:46 main:574] : INFO : Epoch 1637 | loss: 0.0311108 | val_loss: 0.0311399 | Time: 1721.55 ms [2022-04-21 03:43:48 main:574] : INFO : Epoch 1638 | loss: 0.03111 | val_loss: 0.0311437 | Time: 1754.23 ms [2022-04-21 03:43:50 main:574] : INFO : Epoch 1639 | loss: 0.031111 | val_loss: 0.0311404 | Time: 1719.45 ms [2022-04-21 03:43:52 main:574] : INFO : Epoch 1640 | loss: 0.0311097 | val_loss: 0.0311361 | Time: 1747.08 ms [2022-04-21 03:43:53 main:574] : INFO : Epoch 1641 | loss: 0.0311072 | val_loss: 0.0311349 | Time: 1764.47 ms [2022-04-21 03:43:55 main:574] : INFO : Epoch 1642 | loss: 0.0311057 | val_loss: 0.0311352 | Time: 1748.8 ms [2022-04-21 03:43:57 main:574] : INFO : Epoch 1643 | loss: 0.0311055 | val_loss: 0.0311378 | Time: 1762.98 ms [2022-04-21 03:43:59 main:574] : INFO : Epoch 1644 | loss: 0.0311039 | val_loss: 0.0311411 | Time: 1785.77 ms [2022-04-21 03:44:00 main:574] : INFO : Epoch 1645 | loss: 0.0311075 | val_loss: 0.0311391 | Time: 1730.64 ms [2022-04-21 03:44:02 main:574] : INFO : Epoch 1646 | loss: 0.0311042 | val_loss: 0.0311407 | Time: 1727.41 ms [2022-04-21 03:44:04 main:574] : INFO : Epoch 1647 | loss: 0.0311033 | val_loss: 0.0311387 | Time: 1774.56 ms [2022-04-21 03:44:06 main:574] : INFO : Epoch 1648 | loss: 0.0311029 | val_loss: 0.0311386 | Time: 1786.06 ms [2022-04-21 03:44:08 main:574] : INFO : Epoch 1649 | loss: 0.0311044 | val_loss: 0.0311415 | Time: 1739.13 ms [2022-04-21 03:44:09 main:574] : INFO : Epoch 1650 | loss: 0.0311044 | val_loss: 0.0311419 | Time: 1751.4 ms [2022-04-21 03:44:11 main:574] : INFO : Epoch 1651 | loss: 0.0311037 | val_loss: 0.0311384 | Time: 1729.37 ms [2022-04-21 03:44:13 main:574] : INFO : Epoch 1652 | loss: 0.0311053 | val_loss: 0.0311366 | Time: 1762.8 ms [2022-04-21 03:44:15 main:574] : INFO : Epoch 1653 | loss: 0.0311067 | val_loss: 0.0311441 | Time: 1748.87 ms [2022-04-21 03:44:16 main:574] : INFO : Epoch 1654 | loss: 0.0311079 | val_loss: 0.031139 | Time: 1771.72 ms [2022-04-21 03:44:18 main:574] : INFO : Epoch 1655 | loss: 0.031108 | val_loss: 0.0311366 | Time: 1738.68 ms [2022-04-21 03:44:20 main:574] : INFO : Epoch 1656 | loss: 0.0311072 | val_loss: 0.0311348 | Time: 1686.88 ms [2022-04-21 03:44:22 main:574] : INFO : Epoch 1657 | loss: 0.0311037 | val_loss: 0.0311391 | Time: 1763.4 ms [2022-04-21 03:44:23 main:574] : INFO : Epoch 1658 | loss: 0.0311044 | val_loss: 0.0311412 | Time: 1742.47 ms [2022-04-21 03:44:25 main:574] : INFO : Epoch 1659 | loss: 0.0311036 | val_loss: 0.0311387 | Time: 1776.17 ms [2022-04-21 03:44:27 main:574] : INFO : Epoch 1660 | loss: 0.0311006 | val_loss: 0.0311416 | Time: 1731.8 ms [2022-04-21 03:44:29 main:574] : INFO : Epoch 1661 | loss: 0.0311018 | val_loss: 0.0311478 | Time: 1744.59 ms [2022-04-21 03:44:30 main:574] : INFO : Epoch 1662 | loss: 0.031101 | val_loss: 0.0311361 | Time: 1779.72 ms [2022-04-21 03:44:32 main:574] : INFO : Epoch 1663 | loss: 0.0310991 | val_loss: 0.0311368 | Time: 1770.46 ms [2022-04-21 03:44:34 main:574] : INFO : Epoch 1664 | loss: 0.031099 | val_loss: 0.0311397 | Time: 1768.46 ms [2022-04-21 03:44:36 main:574] : INFO : Epoch 1665 | loss: 0.0311049 | val_loss: 0.031138 | Time: 1775.35 ms [2022-04-21 03:44:37 main:574] : INFO : Epoch 1666 | loss: 0.0311073 | val_loss: 0.0311409 | Time: 1784.61 ms [2022-04-21 03:44:39 main:574] : INFO : Epoch 1667 | loss: 0.0311069 | val_loss: 0.0311368 | Time: 1702.95 ms [2022-04-21 03:44:41 main:574] : INFO : Epoch 1668 | loss: 0.031107 | val_loss: 0.0311414 | Time: 1709.74 ms [2022-04-21 03:44:43 main:574] : INFO : Epoch 1669 | loss: 0.031108 | val_loss: 0.0311431 | Time: 1704.95 ms [2022-04-21 03:44:44 main:574] : INFO : Epoch 1670 | loss: 0.0311127 | val_loss: 0.0311368 | Time: 1806.35 ms [2022-04-21 03:44:46 main:574] : INFO : Epoch 1671 | loss: 0.0311109 | val_loss: 0.0311395 | Time: 1750.32 ms [2022-04-21 03:44:48 main:574] : INFO : Epoch 1672 | loss: 0.0311113 | val_loss: 0.0311429 | Time: 1767.14 ms [2022-04-21 03:44:50 main:574] : INFO : Epoch 1673 | loss: 0.0311145 | val_loss: 0.0311529 | Time: 1776.36 ms [2022-04-21 03:44:51 main:574] : INFO : Epoch 1674 | loss: 0.0311191 | val_loss: 0.0311365 | Time: 1705.42 ms [2022-04-21 03:44:53 main:574] : INFO : Epoch 1675 | loss: 0.0311109 | val_loss: 0.0311342 | Time: 1702.48 ms [2022-04-21 03:44:55 main:574] : INFO : Epoch 1676 | loss: 0.0311131 | val_loss: 0.031141 | Time: 1777.98 ms [2022-04-21 03:44:57 main:574] : INFO : Epoch 1677 | loss: 0.0311241 | val_loss: 0.0311379 | Time: 1832 ms [2022-04-21 03:44:59 main:574] : INFO : Epoch 1678 | loss: 0.0311268 | val_loss: 0.0311429 | Time: 1764.58 ms [2022-04-21 03:45:00 main:574] : INFO : Epoch 1679 | loss: 0.0311269 | val_loss: 0.0311344 | Time: 1822.68 ms [2022-04-21 03:45:02 main:574] : INFO : Epoch 1680 | loss: 0.0311251 | val_loss: 0.0311495 | Time: 1746.44 ms [2022-04-21 03:45:04 main:574] : INFO : Epoch 1681 | loss: 0.0311262 | val_loss: 0.0311471 | Time: 1793.44 ms [2022-04-21 03:45:06 main:574] : INFO : Epoch 1682 | loss: 0.0311229 | val_loss: 0.0311446 | Time: 1763.39 ms [2022-04-21 03:45:08 main:574] : INFO : Epoch 1683 | loss: 0.0311192 | val_loss: 0.0311406 | Time: 1759.5 ms [2022-04-21 03:45:09 main:574] : INFO : Epoch 1684 | loss: 0.0311178 | val_loss: 0.0311426 | Time: 1785.64 ms [2022-04-21 03:45:11 main:574] : INFO : Epoch 1685 | loss: 0.0311184 | val_loss: 0.0311385 | Time: 1741.21 ms [2022-04-21 03:45:13 main:574] : INFO : Epoch 1686 | loss: 0.0311158 | val_loss: 0.0311404 | Time: 1764.61 ms [2022-04-21 03:45:15 main:574] : INFO : Epoch 1687 | loss: 0.0311161 | val_loss: 0.0311391 | Time: 1816.01 ms [2022-04-21 03:45:16 main:574] : INFO : Epoch 1688 | loss: 0.0311155 | val_loss: 0.0311437 | Time: 1746.7 ms [2022-04-21 03:45:18 main:574] : INFO : Epoch 1689 | loss: 0.031115 | val_loss: 0.0311367 | Time: 1778.91 ms [2022-04-21 03:45:20 main:574] : INFO : Epoch 1690 | loss: 0.031115 | val_loss: 0.0311368 | Time: 1772.67 ms [2022-04-21 03:45:22 main:574] : INFO : Epoch 1691 | loss: 0.0311144 | val_loss: 0.0311354 | Time: 1757.04 ms [2022-04-21 03:45:24 main:574] : INFO : Epoch 1692 | loss: 0.0311134 | val_loss: 0.0311358 | Time: 1818.97 ms [2022-04-21 03:45:25 main:574] : INFO : Epoch 1693 | loss: 0.0311143 | val_loss: 0.0311366 | Time: 1808.28 ms [2022-04-21 03:45:27 main:574] : INFO : Epoch 1694 | loss: 0.0311163 | val_loss: 0.0311386 | Time: 1756.33 ms [2022-04-21 03:45:29 main:574] : INFO : Epoch 1695 | loss: 0.0311129 | val_loss: 0.0311353 | Time: 1756.06 ms [2022-04-21 03:45:31 main:574] : INFO : Epoch 1696 | loss: 0.0311108 | val_loss: 0.0311409 | Time: 1778.97 ms [2022-04-21 03:45:32 main:574] : INFO : Epoch 1697 | loss: 0.0311099 | val_loss: 0.0311372 | Time: 1718.14 ms [2022-04-21 03:45:34 main:574] : INFO : Epoch 1698 | loss: 0.0311117 | val_loss: 0.031139 | Time: 1738.23 ms [2022-04-21 03:45:36 main:574] : INFO : Epoch 1699 | loss: 0.0311111 | val_loss: 0.0311391 | Time: 1758.58 ms [2022-04-21 03:45:38 main:574] : INFO : Epoch 1700 | loss: 0.031109 | val_loss: 0.0311379 | Time: 1781.77 ms [2022-04-21 03:45:40 main:574] : INFO : Epoch 1701 | loss: 0.0311142 | val_loss: 0.0311371 | Time: 1776.4 ms [2022-04-21 03:45:41 main:574] : INFO : Epoch 1702 | loss: 0.0311139 | val_loss: 0.0311384 | Time: 1732.1 ms [2022-04-21 03:45:43 main:574] : INFO : Epoch 1703 | loss: 0.0311105 | val_loss: 0.0311368 | Time: 1781.52 ms [2022-04-21 03:45:45 main:574] : INFO : Epoch 1704 | loss: 0.0311096 | val_loss: 0.031141 | Time: 1760.25 ms [2022-04-21 03:45:47 main:574] : INFO : Epoch 1705 | loss: 0.0311089 | val_loss: 0.0311375 | Time: 1732.77 ms [2022-04-21 03:45:48 main:574] : INFO : Epoch 1706 | loss: 0.0311094 | val_loss: 0.0311439 | Time: 1705.91 ms [2022-04-21 03:45:50 main:574] : INFO : Epoch 1707 | loss: 0.0311078 | val_loss: 0.0311384 | Time: 1760.04 ms [2022-04-21 03:45:52 main:574] : INFO : Epoch 1708 | loss: 0.0311071 | val_loss: 0.0311431 | Time: 1776.47 ms [2022-04-21 03:45:54 main:574] : INFO : Epoch 1709 | loss: 0.0311056 | val_loss: 0.0311444 | Time: 1795.93 ms [2022-04-21 03:45:55 main:574] : INFO : Epoch 1710 | loss: 0.0311067 | val_loss: 0.0311386 | Time: 1732.98 ms [2022-04-21 03:45:57 main:574] : INFO : Epoch 1711 | loss: 0.0311041 | val_loss: 0.0311376 | Time: 1786.81 ms [2022-04-21 03:45:59 main:574] : INFO : Epoch 1712 | loss: 0.0311069 | val_loss: 0.0311376 | Time: 1743.51 ms [2022-04-21 03:46:01 main:574] : INFO : Epoch 1713 | loss: 0.0311087 | val_loss: 0.0311399 | Time: 1730.2 ms [2022-04-21 03:46:02 main:574] : INFO : Epoch 1714 | loss: 0.0311073 | val_loss: 0.031142 | Time: 1729.1 ms [2022-04-21 03:46:04 main:574] : INFO : Epoch 1715 | loss: 0.0311116 | val_loss: 0.0311436 | Time: 1778.93 ms [2022-04-21 03:46:06 main:574] : INFO : Epoch 1716 | loss: 0.0311106 | val_loss: 0.0311417 | Time: 1736.39 ms [2022-04-21 03:46:08 main:574] : INFO : Epoch 1717 | loss: 0.0311096 | val_loss: 0.0311466 | Time: 1755.73 ms [2022-04-21 03:46:09 main:574] : INFO : Epoch 1718 | loss: 0.0311086 | val_loss: 0.0311422 | Time: 1766.68 ms [2022-04-21 03:46:11 main:574] : INFO : Epoch 1719 | loss: 0.0311093 | val_loss: 0.0311407 | Time: 1759.83 ms [2022-04-21 03:46:13 main:574] : INFO : Epoch 1720 | loss: 0.0311108 | val_loss: 0.0311387 | Time: 1764.47 ms [2022-04-21 03:46:15 main:574] : INFO : Epoch 1721 | loss: 0.0311062 | val_loss: 0.0311401 | Time: 1797.41 ms [2022-04-21 03:46:17 main:574] : INFO : Epoch 1722 | loss: 0.0311039 | val_loss: 0.031139 | Time: 1755.8 ms [2022-04-21 03:46:18 main:574] : INFO : Epoch 1723 | loss: 0.0311056 | val_loss: 0.0311489 | Time: 1741.88 ms [2022-04-21 03:46:20 main:574] : INFO : Epoch 1724 | loss: 0.031108 | val_loss: 0.0311384 | Time: 1773.33 ms [2022-04-21 03:46:22 main:574] : INFO : Epoch 1725 | loss: 0.0311072 | val_loss: 0.0311362 | Time: 1806.14 ms [2022-04-21 03:46:24 main:574] : INFO : Epoch 1726 | loss: 0.0311069 | val_loss: 0.031137 | Time: 1741.76 ms [2022-04-21 03:46:25 main:574] : INFO : Epoch 1727 | loss: 0.0311041 | val_loss: 0.0311369 | Time: 1711.57 ms [2022-04-21 03:46:27 main:574] : INFO : Epoch 1728 | loss: 0.0311042 | val_loss: 0.0311375 | Time: 1763.75 ms [2022-04-21 03:46:29 main:574] : INFO : Epoch 1729 | loss: 0.0311035 | val_loss: 0.031138 | Time: 1703.63 ms [2022-04-21 03:46:31 main:574] : INFO : Epoch 1730 | loss: 0.0311032 | val_loss: 0.0311354 | Time: 1693.35 ms [2022-04-21 03:46:32 main:574] : INFO : Epoch 1731 | loss: 0.0311048 | val_loss: 0.0311407 | Time: 1734.03 ms [2022-04-21 03:46:34 main:574] : INFO : Epoch 1732 | loss: 0.0311052 | val_loss: 0.0311381 | Time: 1772.48 ms [2022-04-21 03:46:36 main:574] : INFO : Epoch 1733 | loss: 0.0311055 | val_loss: 0.0311401 | Time: 1769.18 ms [2022-04-21 03:46:38 main:574] : INFO : Epoch 1734 | loss: 0.0311052 | val_loss: 0.0311375 | Time: 1708.76 ms [2022-04-21 03:46:39 main:574] : INFO : Epoch 1735 | loss: 0.0311068 | val_loss: 0.0311429 | Time: 1771.59 ms [2022-04-21 03:46:41 main:574] : INFO : Epoch 1736 | loss: 0.0311049 | val_loss: 0.031139 | Time: 1759.96 ms [2022-04-21 03:46:43 main:574] : INFO : Epoch 1737 | loss: 0.0311065 | val_loss: 0.0311346 | Time: 1786.2 ms [2022-04-21 03:46:45 main:574] : INFO : Epoch 1738 | loss: 0.031107 | val_loss: 0.0311339 | Time: 1779.37 ms [2022-04-21 03:46:46 main:574] : INFO : Epoch 1739 | loss: 0.0311043 | val_loss: 0.0311397 | Time: 1747.84 ms [2022-04-21 03:46:48 main:574] : INFO : Epoch 1740 | loss: 0.0311065 | val_loss: 0.0311392 | Time: 1699.06 ms [2022-04-21 03:46:50 main:574] : INFO : Epoch 1741 | loss: 0.0311041 | val_loss: 0.0311404 | Time: 1753.84 ms [2022-04-21 03:46:52 main:574] : INFO : Epoch 1742 | loss: 0.0311026 | val_loss: 0.0311363 | Time: 1791.58 ms [2022-04-21 03:46:53 main:574] : INFO : Epoch 1743 | loss: 0.0311037 | val_loss: 0.031137 | Time: 1747.6 ms [2022-04-21 03:46:55 main:574] : INFO : Epoch 1744 | loss: 0.0311052 | val_loss: 0.0311353 | Time: 1728.42 ms [2022-04-21 03:46:57 main:574] : INFO : Epoch 1745 | loss: 0.0311038 | val_loss: 0.0311407 | Time: 1740.55 ms [2022-04-21 03:46:59 main:574] : INFO : Epoch 1746 | loss: 0.0311077 | val_loss: 0.0311509 | Time: 1720.69 ms [2022-04-21 03:47:00 main:574] : INFO : Epoch 1747 | loss: 0.031109 | val_loss: 0.0311452 | Time: 1763.33 ms [2022-04-21 03:47:02 main:574] : INFO : Epoch 1748 | loss: 0.0311058 | val_loss: 0.031138 | Time: 1751.08 ms [2022-04-21 03:47:04 main:574] : INFO : Epoch 1749 | loss: 0.0311003 | val_loss: 0.0311455 | Time: 1798.31 ms [2022-04-21 03:47:06 main:574] : INFO : Epoch 1750 | loss: 0.0311016 | val_loss: 0.0311384 | Time: 1817.44 ms [2022-04-21 03:47:08 main:574] : INFO : Epoch 1751 | loss: 0.0311013 | val_loss: 0.0311405 | Time: 1716.14 ms [2022-04-21 03:47:09 main:574] : INFO : Epoch 1752 | loss: 0.0311004 | val_loss: 0.0311374 | Time: 1782.47 ms [2022-04-21 03:47:11 main:574] : INFO : Epoch 1753 | loss: 0.0310995 | val_loss: 0.0311416 | Time: 1737.48 ms [2022-04-21 03:47:13 main:574] : INFO : Epoch 1754 | loss: 0.0311046 | val_loss: 0.0311497 | Time: 1782.36 ms [2022-04-21 03:47:15 main:574] : INFO : Epoch 1755 | loss: 0.031106 | val_loss: 0.0311425 | Time: 1748.66 ms [2022-04-21 03:47:16 main:574] : INFO : Epoch 1756 | loss: 0.0311048 | val_loss: 0.031152 | Time: 1761.45 ms [2022-04-21 03:47:18 main:574] : INFO : Epoch 1757 | loss: 0.0311043 | val_loss: 0.0311423 | Time: 1756.76 ms [2022-04-21 03:47:20 main:574] : INFO : Epoch 1758 | loss: 0.0310991 | val_loss: 0.0311386 | Time: 1798.31 ms [2022-04-21 03:47:22 main:574] : INFO : Epoch 1759 | loss: 0.0311005 | val_loss: 0.0311422 | Time: 1753.15 ms [2022-04-21 03:47:23 main:574] : INFO : Epoch 1760 | loss: 0.031101 | val_loss: 0.0311415 | Time: 1756.91 ms [2022-04-21 03:47:25 main:574] : INFO : Epoch 1761 | loss: 0.0311009 | val_loss: 0.0311432 | Time: 1764.42 ms [2022-04-21 03:47:27 main:574] : INFO : Epoch 1762 | loss: 0.0311018 | val_loss: 0.0311444 | Time: 1755.84 ms [2022-04-21 03:47:29 main:574] : INFO : Epoch 1763 | loss: 0.0310993 | val_loss: 0.0311412 | Time: 1741.58 ms [2022-04-21 03:47:31 main:574] : INFO : Epoch 1764 | loss: 0.0310979 | val_loss: 0.0311425 | Time: 1742.2 ms [2022-04-21 03:47:32 main:574] : INFO : Epoch 1765 | loss: 0.0311005 | val_loss: 0.0311413 | Time: 1724.82 ms [2022-04-21 03:47:34 main:574] : INFO : Epoch 1766 | loss: 0.0311036 | val_loss: 0.031136 | Time: 1783.59 ms [2022-04-21 03:47:36 main:574] : INFO : Epoch 1767 | loss: 0.0311099 | val_loss: 0.0311469 | Time: 1730.78 ms [2022-04-21 03:47:38 main:574] : INFO : Epoch 1768 | loss: 0.0311042 | val_loss: 0.0311394 | Time: 1742.85 ms [2022-04-21 03:47:39 main:574] : INFO : Epoch 1769 | loss: 0.0311021 | val_loss: 0.0311404 | Time: 1735.01 ms [2022-04-21 03:47:41 main:574] : INFO : Epoch 1770 | loss: 0.0311004 | val_loss: 0.0311442 | Time: 1776.43 ms [2022-04-21 03:47:43 main:574] : INFO : Epoch 1771 | loss: 0.031102 | val_loss: 0.0311399 | Time: 1784.09 ms [2022-04-21 03:47:45 main:574] : INFO : Epoch 1772 | loss: 0.0311006 | val_loss: 0.0311362 | Time: 1775.04 ms [2022-04-21 03:47:46 main:574] : INFO : Epoch 1773 | loss: 0.0311075 | val_loss: 0.0311498 | Time: 1771.03 ms [2022-04-21 03:47:48 main:574] : INFO : Epoch 1774 | loss: 0.0311052 | val_loss: 0.0311376 | Time: 1795.74 ms [2022-04-21 03:47:50 main:574] : INFO : Epoch 1775 | loss: 0.0311012 | val_loss: 0.031142 | Time: 1769.63 ms [2022-04-21 03:47:52 main:574] : INFO : Epoch 1776 | loss: 0.0311066 | val_loss: 0.0311347 | Time: 1763.79 ms [2022-04-21 03:47:54 main:574] : INFO : Epoch 1777 | loss: 0.0311133 | val_loss: 0.0311412 | Time: 1735.76 ms [2022-04-21 03:47:55 main:574] : INFO : Epoch 1778 | loss: 0.0311144 | val_loss: 0.0311361 | Time: 1757.62 ms [2022-04-21 03:47:57 main:574] : INFO : Epoch 1779 | loss: 0.0311124 | val_loss: 0.0311382 | Time: 1729.94 ms [2022-04-21 03:47:59 main:574] : INFO : Epoch 1780 | loss: 0.0311094 | val_loss: 0.0311352 | Time: 1777.46 ms [2022-04-21 03:48:01 main:574] : INFO : Epoch 1781 | loss: 0.0311062 | val_loss: 0.0311386 | Time: 1807.37 ms [2022-04-21 03:48:02 main:574] : INFO : Epoch 1782 | loss: 0.0311042 | val_loss: 0.0311361 | Time: 1755.69 ms [2022-04-21 03:48:04 main:574] : INFO : Epoch 1783 | loss: 0.0311045 | val_loss: 0.0311389 | Time: 1767.69 ms [2022-04-21 03:48:06 main:574] : INFO : Epoch 1784 | loss: 0.0311041 | val_loss: 0.0311371 | Time: 1799.13 ms [2022-04-21 03:48:08 main:574] : INFO : Epoch 1785 | loss: 0.0311033 | val_loss: 0.0311358 | Time: 1793.74 ms [2022-04-21 03:48:10 main:574] : INFO : Epoch 1786 | loss: 0.0311026 | val_loss: 0.0311441 | Time: 1791.55 ms [2022-04-21 03:48:11 main:574] : INFO : Epoch 1787 | loss: 0.0311044 | val_loss: 0.0311471 | Time: 1745.13 ms [2022-04-21 03:48:13 main:574] : INFO : Epoch 1788 | loss: 0.0311042 | val_loss: 0.0311374 | Time: 1756.32 ms [2022-04-21 03:48:15 main:574] : INFO : Epoch 1789 | loss: 0.0311048 | val_loss: 0.0311398 | Time: 1735.07 ms [2022-04-21 03:48:17 main:574] : INFO : Epoch 1790 | loss: 0.031105 | val_loss: 0.0311428 | Time: 1720.09 ms [2022-04-21 03:48:18 main:574] : INFO : Epoch 1791 | loss: 0.0311031 | val_loss: 0.0311417 | Time: 1799.88 ms [2022-04-21 03:48:20 main:574] : INFO : Epoch 1792 | loss: 0.0311026 | val_loss: 0.0311441 | Time: 1771.63 ms [2022-04-21 03:48:22 main:574] : INFO : Epoch 1793 | loss: 0.0311056 | val_loss: 0.0311486 | Time: 1783.94 ms [2022-04-21 03:48:24 main:574] : INFO : Epoch 1794 | loss: 0.0311075 | val_loss: 0.031144 | Time: 1761.58 ms [2022-04-21 03:48:25 main:574] : INFO : Epoch 1795 | loss: 0.0311062 | val_loss: 0.0311404 | Time: 1766.52 ms [2022-04-21 03:48:27 main:574] : INFO : Epoch 1796 | loss: 0.0311027 | val_loss: 0.0311385 | Time: 1798.73 ms [2022-04-21 03:48:29 main:574] : INFO : Epoch 1797 | loss: 0.0311066 | val_loss: 0.0311394 | Time: 1763.31 ms [2022-04-21 03:48:31 main:574] : INFO : Epoch 1798 | loss: 0.0311077 | val_loss: 0.0311389 | Time: 1734.41 ms [2022-04-21 03:48:33 main:574] : INFO : Epoch 1799 | loss: 0.0311071 | val_loss: 0.0311409 | Time: 1810.05 ms [2022-04-21 03:48:34 main:574] : INFO : Epoch 1800 | loss: 0.0311046 | val_loss: 0.0311369 | Time: 1792.9 ms [2022-04-21 03:48:36 main:574] : INFO : Epoch 1801 | loss: 0.0311022 | val_loss: 0.0311408 | Time: 1787.77 ms [2022-04-21 03:48:38 main:574] : INFO : Epoch 1802 | loss: 0.0311061 | val_loss: 0.0311414 | Time: 1777.79 ms [2022-04-21 03:48:40 main:574] : INFO : Epoch 1803 | loss: 0.0311092 | val_loss: 0.0311428 | Time: 1791.44 ms [2022-04-21 03:48:42 main:574] : INFO : Epoch 1804 | loss: 0.0311236 | val_loss: 0.0311455 | Time: 1785.69 ms [2022-04-21 03:48:43 main:574] : INFO : Epoch 1805 | loss: 0.0311177 | val_loss: 0.0311361 | Time: 1768.68 ms [2022-04-21 03:48:45 main:574] : INFO : Epoch 1806 | loss: 0.0311106 | val_loss: 0.0311384 | Time: 1802.56 ms [2022-04-21 03:48:47 main:574] : INFO : Epoch 1807 | loss: 0.0311052 | val_loss: 0.0311348 | Time: 1791.31 ms [2022-04-21 03:48:49 main:574] : INFO : Epoch 1808 | loss: 0.0311038 | val_loss: 0.0311402 | Time: 1767.08 ms [2022-04-21 03:48:51 main:574] : INFO : Epoch 1809 | loss: 0.0311027 | val_loss: 0.0311367 | Time: 1799.94 ms [2022-04-21 03:48:52 main:574] : INFO : Epoch 1810 | loss: 0.0311023 | val_loss: 0.0311362 | Time: 1742.37 ms [2022-04-21 03:48:54 main:574] : INFO : Epoch 1811 | loss: 0.0311027 | val_loss: 0.0311331 | Time: 1797.08 ms [2022-04-21 03:48:56 main:574] : INFO : Epoch 1812 | loss: 0.0311013 | val_loss: 0.0311384 | Time: 1785.15 ms [2022-04-21 03:48:58 main:574] : INFO : Epoch 1813 | loss: 0.0311016 | val_loss: 0.0311399 | Time: 1749.24 ms [2022-04-21 03:48:59 main:574] : INFO : Epoch 1814 | loss: 0.0311011 | val_loss: 0.0311386 | Time: 1757.67 ms [2022-04-21 03:49:01 main:574] : INFO : Epoch 1815 | loss: 0.0310995 | val_loss: 0.0311373 | Time: 1797.54 ms [2022-04-21 03:49:03 main:574] : INFO : Epoch 1816 | loss: 0.0310988 | val_loss: 0.0311417 | Time: 1795.94 ms [2022-04-21 03:49:05 main:574] : INFO : Epoch 1817 | loss: 0.0311011 | val_loss: 0.0311365 | Time: 1751.88 ms [2022-04-21 03:49:07 main:574] : INFO : Epoch 1818 | loss: 0.0311015 | val_loss: 0.031135 | Time: 1772.84 ms [2022-04-21 03:49:08 main:574] : INFO : Epoch 1819 | loss: 0.0310994 | val_loss: 0.0311378 | Time: 1774.86 ms [2022-04-21 03:49:10 main:574] : INFO : Epoch 1820 | loss: 0.0310992 | val_loss: 0.0311389 | Time: 1772.41 ms [2022-04-21 03:49:12 main:574] : INFO : Epoch 1821 | loss: 0.0311005 | val_loss: 0.0311386 | Time: 1707.95 ms [2022-04-21 03:49:14 main:574] : INFO : Epoch 1822 | loss: 0.0311035 | val_loss: 0.0311362 | Time: 1756.19 ms [2022-04-21 03:49:15 main:574] : INFO : Epoch 1823 | loss: 0.0311006 | val_loss: 0.03114 | Time: 1789.41 ms [2022-04-21 03:49:17 main:574] : INFO : Epoch 1824 | loss: 0.0310986 | val_loss: 0.031139 | Time: 1803.09 ms [2022-04-21 03:49:19 main:574] : INFO : Epoch 1825 | loss: 0.0311004 | val_loss: 0.031141 | Time: 1782.4 ms [2022-04-21 03:49:21 main:574] : INFO : Epoch 1826 | loss: 0.0310985 | val_loss: 0.0311406 | Time: 1750.22 ms [2022-04-21 03:49:23 main:574] : INFO : Epoch 1827 | loss: 0.0311043 | val_loss: 0.0311367 | Time: 1771.05 ms [2022-04-21 03:49:24 main:574] : INFO : Epoch 1828 | loss: 0.0311031 | val_loss: 0.0311403 | Time: 1772.52 ms [2022-04-21 03:49:26 main:574] : INFO : Epoch 1829 | loss: 0.0311029 | val_loss: 0.0311412 | Time: 1742.44 ms [2022-04-21 03:49:28 main:574] : INFO : Epoch 1830 | loss: 0.0311039 | val_loss: 0.0311381 | Time: 1753.01 ms [2022-04-21 03:49:30 main:574] : INFO : Epoch 1831 | loss: 0.0311014 | val_loss: 0.0311343 | Time: 1771.17 ms [2022-04-21 03:49:31 main:574] : INFO : Epoch 1832 | loss: 0.0310989 | val_loss: 0.0311444 | Time: 1755.19 ms [2022-04-21 03:49:33 main:574] : INFO : Epoch 1833 | loss: 0.0311012 | val_loss: 0.0311511 | Time: 1768.2 ms [2022-04-21 03:49:35 main:574] : INFO : Epoch 1834 | loss: 0.0311035 | val_loss: 0.0311429 | Time: 1803.82 ms [2022-04-21 03:49:37 main:574] : INFO : Epoch 1835 | loss: 0.0311006 | val_loss: 0.0311388 | Time: 1750.6 ms [2022-04-21 03:49:38 main:574] : INFO : Epoch 1836 | loss: 0.0311004 | val_loss: 0.0311405 | Time: 1757.83 ms [2022-04-21 03:49:40 main:574] : INFO : Epoch 1837 | loss: 0.0311022 | val_loss: 0.0311394 | Time: 1780.41 ms [2022-04-21 03:49:42 main:574] : INFO : Epoch 1838 | loss: 0.031099 | val_loss: 0.0311382 | Time: 1732.61 ms [2022-04-21 03:49:44 main:574] : INFO : Epoch 1839 | loss: 0.0311011 | val_loss: 0.0311556 | Time: 1752.11 ms [2022-04-21 03:49:46 main:574] : INFO : Epoch 1840 | loss: 0.0311041 | val_loss: 0.0311394 | Time: 1754.82 ms [2022-04-21 03:49:47 main:574] : INFO : Epoch 1841 | loss: 0.0311014 | val_loss: 0.0311439 | Time: 1754.26 ms [2022-04-21 03:49:49 main:574] : INFO : Epoch 1842 | loss: 0.0311007 | val_loss: 0.0311392 | Time: 1779.02 ms [2022-04-21 03:49:51 main:574] : INFO : Epoch 1843 | loss: 0.0311 | val_loss: 0.031146 | Time: 1734.67 ms [2022-04-21 03:49:53 main:574] : INFO : Epoch 1844 | loss: 0.0310998 | val_loss: 0.0311423 | Time: 1720.01 ms [2022-04-21 03:49:54 main:574] : INFO : Epoch 1845 | loss: 0.0311002 | val_loss: 0.0311456 | Time: 1758.31 ms [2022-04-21 03:49:56 main:574] : INFO : Epoch 1846 | loss: 0.0311006 | val_loss: 0.0311429 | Time: 1720.82 ms [2022-04-21 03:49:58 main:574] : INFO : Epoch 1847 | loss: 0.0311013 | val_loss: 0.031143 | Time: 1759.55 ms [2022-04-21 03:50:00 main:574] : INFO : Epoch 1848 | loss: 0.031103 | val_loss: 0.0311406 | Time: 1770.75 ms [2022-04-21 03:50:01 main:574] : INFO : Epoch 1849 | loss: 0.0311031 | val_loss: 0.0311374 | Time: 1768.22 ms [2022-04-21 03:50:03 main:574] : INFO : Epoch 1850 | loss: 0.0311033 | val_loss: 0.0311401 | Time: 1768.55 ms [2022-04-21 03:50:05 main:574] : INFO : Epoch 1851 | loss: 0.0311035 | val_loss: 0.0311374 | Time: 1762.3 ms [2022-04-21 03:50:07 main:574] : INFO : Epoch 1852 | loss: 0.031099 | val_loss: 0.0311392 | Time: 1742.24 ms [2022-04-21 03:50:08 main:574] : INFO : Epoch 1853 | loss: 0.0311009 | val_loss: 0.0311429 | Time: 1781.51 ms [2022-04-21 03:50:10 main:574] : INFO : Epoch 1854 | loss: 0.0311049 | val_loss: 0.031144 | Time: 1717.66 ms [2022-04-21 03:50:12 main:574] : INFO : Epoch 1855 | loss: 0.0311086 | val_loss: 0.0311459 | Time: 1708.34 ms [2022-04-21 03:50:14 main:574] : INFO : Epoch 1856 | loss: 0.0311053 | val_loss: 0.0311396 | Time: 1764.01 ms [2022-04-21 03:50:15 main:574] : INFO : Epoch 1857 | loss: 0.0311029 | val_loss: 0.0311385 | Time: 1742.9 ms [2022-04-21 03:50:17 main:574] : INFO : Epoch 1858 | loss: 0.0311027 | val_loss: 0.0311411 | Time: 1731.92 ms [2022-04-21 03:50:19 main:574] : INFO : Epoch 1859 | loss: 0.0311071 | val_loss: 0.0311405 | Time: 1768.97 ms [2022-04-21 03:50:21 main:574] : INFO : Epoch 1860 | loss: 0.0311265 | val_loss: 0.0311457 | Time: 1771.54 ms [2022-04-21 03:50:22 main:574] : INFO : Epoch 1861 | loss: 0.0311226 | val_loss: 0.0311397 | Time: 1766.85 ms [2022-04-21 03:50:24 main:574] : INFO : Epoch 1862 | loss: 0.0311192 | val_loss: 0.0311422 | Time: 1776.88 ms [2022-04-21 03:50:26 main:574] : INFO : Epoch 1863 | loss: 0.0311143 | val_loss: 0.0311376 | Time: 1754.04 ms [2022-04-21 03:50:28 main:574] : INFO : Epoch 1864 | loss: 0.0311108 | val_loss: 0.0311409 | Time: 1796.67 ms [2022-04-21 03:50:30 main:574] : INFO : Epoch 1865 | loss: 0.0311097 | val_loss: 0.0311376 | Time: 1758.08 ms [2022-04-21 03:50:31 main:574] : INFO : Epoch 1866 | loss: 0.0311103 | val_loss: 0.0311442 | Time: 1723.61 ms [2022-04-21 03:50:33 main:574] : INFO : Epoch 1867 | loss: 0.0311107 | val_loss: 0.0311415 | Time: 1766.15 ms [2022-04-21 03:50:35 main:574] : INFO : Epoch 1868 | loss: 0.0311085 | val_loss: 0.0311387 | Time: 1771.75 ms [2022-04-21 03:50:37 main:574] : INFO : Epoch 1869 | loss: 0.0311151 | val_loss: 0.0311428 | Time: 1717.98 ms [2022-04-21 03:50:38 main:574] : INFO : Epoch 1870 | loss: 0.0311174 | val_loss: 0.0311434 | Time: 1762.01 ms [2022-04-21 03:50:40 main:574] : INFO : Epoch 1871 | loss: 0.0311154 | val_loss: 0.0311443 | Time: 1737.63 ms [2022-04-21 03:50:42 main:574] : INFO : Epoch 1872 | loss: 0.0311131 | val_loss: 0.0311417 | Time: 1805.26 ms [2022-04-21 03:50:44 main:574] : INFO : Epoch 1873 | loss: 0.0311104 | val_loss: 0.03114 | Time: 1712.52 ms [2022-04-21 03:50:45 main:574] : INFO : Epoch 1874 | loss: 0.0311138 | val_loss: 0.0311364 | Time: 1753.1 ms [2022-04-21 03:50:47 main:574] : INFO : Epoch 1875 | loss: 0.0311117 | val_loss: 0.031137 | Time: 1751.71 ms [2022-04-21 03:50:49 main:574] : INFO : Epoch 1876 | loss: 0.0311088 | val_loss: 0.031138 | Time: 1772.62 ms [2022-04-21 03:50:51 main:574] : INFO : Epoch 1877 | loss: 0.0311081 | val_loss: 0.0311366 | Time: 1731.85 ms [2022-04-21 03:50:52 main:574] : INFO : Epoch 1878 | loss: 0.0311063 | val_loss: 0.0311352 | Time: 1771.72 ms [2022-04-21 03:50:54 main:574] : INFO : Epoch 1879 | loss: 0.0311086 | val_loss: 0.0311377 | Time: 1769.53 ms [2022-04-21 03:50:56 main:574] : INFO : Epoch 1880 | loss: 0.0311041 | val_loss: 0.0311415 | Time: 1772.19 ms [2022-04-21 03:50:58 main:574] : INFO : Epoch 1881 | loss: 0.0311037 | val_loss: 0.0311412 | Time: 1765.31 ms [2022-04-21 03:51:00 main:574] : INFO : Epoch 1882 | loss: 0.0311011 | val_loss: 0.0311357 | Time: 1719.32 ms [2022-04-21 03:51:01 main:574] : INFO : Epoch 1883 | loss: 0.0310997 | val_loss: 0.0311364 | Time: 1691.03 ms [2022-04-21 03:51:03 main:574] : INFO : Epoch 1884 | loss: 0.0311021 | val_loss: 0.0311399 | Time: 1765.74 ms [2022-04-21 03:51:05 main:574] : INFO : Epoch 1885 | loss: 0.0311061 | val_loss: 0.0311402 | Time: 1749.73 ms [2022-04-21 03:51:07 main:574] : INFO : Epoch 1886 | loss: 0.0311074 | val_loss: 0.0311359 | Time: 1753.08 ms [2022-04-21 03:51:08 main:574] : INFO : Epoch 1887 | loss: 0.0311091 | val_loss: 0.0311413 | Time: 1784.88 ms [2022-04-21 03:51:10 main:574] : INFO : Epoch 1888 | loss: 0.0311081 | val_loss: 0.0311383 | Time: 1740.9 ms [2022-04-21 03:51:12 main:574] : INFO : Epoch 1889 | loss: 0.0311051 | val_loss: 0.0311388 | Time: 1725.92 ms [2022-04-21 03:51:14 main:574] : INFO : Epoch 1890 | loss: 0.0311023 | val_loss: 0.0311394 | Time: 1744.97 ms [2022-04-21 03:51:15 main:574] : INFO : Epoch 1891 | loss: 0.0311067 | val_loss: 0.0311473 | Time: 1780.49 ms [2022-04-21 03:51:17 main:574] : INFO : Epoch 1892 | loss: 0.0311207 | val_loss: 0.0311426 | Time: 1780.86 ms [2022-04-21 03:51:19 main:574] : INFO : Epoch 1893 | loss: 0.0311236 | val_loss: 0.0311458 | Time: 1770.93 ms [2022-04-21 03:51:21 main:574] : INFO : Epoch 1894 | loss: 0.0311237 | val_loss: 0.0311413 | Time: 1700.18 ms [2022-04-21 03:51:22 main:574] : INFO : Epoch 1895 | loss: 0.0311222 | val_loss: 0.0311383 | Time: 1740.77 ms [2022-04-21 03:51:24 main:574] : INFO : Epoch 1896 | loss: 0.0311209 | val_loss: 0.0311402 | Time: 1775.18 ms [2022-04-21 03:51:26 main:574] : INFO : Epoch 1897 | loss: 0.0311198 | val_loss: 0.0311437 | Time: 1757.41 ms [2022-04-21 03:51:28 main:574] : INFO : Epoch 1898 | loss: 0.0311191 | val_loss: 0.0311393 | Time: 1795.05 ms [2022-04-21 03:51:29 main:574] : INFO : Epoch 1899 | loss: 0.0311185 | val_loss: 0.0311414 | Time: 1789.68 ms [2022-04-21 03:51:31 main:574] : INFO : Epoch 1900 | loss: 0.0311155 | val_loss: 0.0311447 | Time: 1763.07 ms [2022-04-21 03:51:33 main:574] : INFO : Epoch 1901 | loss: 0.0311262 | val_loss: 0.0311502 | Time: 1783.43 ms [2022-04-21 03:51:35 main:574] : INFO : Epoch 1902 | loss: 0.0311962 | val_loss: 0.0311879 | Time: 1786.16 ms [2022-04-21 03:51:37 main:574] : INFO : Epoch 1903 | loss: 0.0312003 | val_loss: 0.0312159 | Time: 1766.33 ms [2022-04-21 03:51:38 main:574] : INFO : Epoch 1904 | loss: 0.0311562 | val_loss: 0.0311404 | Time: 1790.31 ms [2022-04-21 03:51:40 main:574] : INFO : Epoch 1905 | loss: 0.0311152 | val_loss: 0.0311394 | Time: 1738.58 ms [2022-04-21 03:51:42 main:574] : INFO : Epoch 1906 | loss: 0.0311104 | val_loss: 0.0311373 | Time: 1806.17 ms [2022-04-21 03:51:44 main:574] : INFO : Epoch 1907 | loss: 0.0311105 | val_loss: 0.0311359 | Time: 1766.6 ms [2022-04-21 03:51:46 main:574] : INFO : Epoch 1908 | loss: 0.0311146 | val_loss: 0.0311396 | Time: 1803.35 ms [2022-04-21 03:51:47 main:574] : INFO : Epoch 1909 | loss: 0.0311142 | val_loss: 0.0311348 | Time: 1762.06 ms [2022-04-21 03:51:49 main:574] : INFO : Epoch 1910 | loss: 0.0311098 | val_loss: 0.0311357 | Time: 1759.63 ms [2022-04-21 03:51:51 main:574] : INFO : Epoch 1911 | loss: 0.0311084 | val_loss: 0.031132 | Time: 1766.72 ms [2022-04-21 03:51:53 main:574] : INFO : Epoch 1912 | loss: 0.0311112 | val_loss: 0.0311347 | Time: 1770.85 ms [2022-04-21 03:51:54 main:574] : INFO : Epoch 1913 | loss: 0.0311099 | val_loss: 0.0311355 | Time: 1754.02 ms [2022-04-21 03:51:56 main:574] : INFO : Epoch 1914 | loss: 0.0311091 | val_loss: 0.0311368 | Time: 1772.95 ms [2022-04-21 03:51:58 main:574] : INFO : Epoch 1915 | loss: 0.0311082 | val_loss: 0.0311332 | Time: 1704.56 ms [2022-04-21 03:52:00 main:574] : INFO : Epoch 1916 | loss: 0.0311099 | val_loss: 0.0311423 | Time: 1744.41 ms [2022-04-21 03:52:01 main:574] : INFO : Epoch 1917 | loss: 0.0311173 | val_loss: 0.0311369 | Time: 1727.65 ms [2022-04-21 03:52:03 main:574] : INFO : Epoch 1918 | loss: 0.0311139 | val_loss: 0.0311369 | Time: 1729.09 ms [2022-04-21 03:52:05 main:574] : INFO : Epoch 1919 | loss: 0.0311106 | val_loss: 0.0311334 | Time: 1741.38 ms [2022-04-21 03:52:07 main:574] : INFO : Epoch 1920 | loss: 0.0311084 | val_loss: 0.0311383 | Time: 1784.26 ms [2022-04-21 03:52:08 main:574] : INFO : Epoch 1921 | loss: 0.031107 | val_loss: 0.0311375 | Time: 1734.11 ms [2022-04-21 03:52:10 main:574] : INFO : Epoch 1922 | loss: 0.0311056 | val_loss: 0.031135 | Time: 1746.92 ms [2022-04-21 03:52:12 main:574] : INFO : Epoch 1923 | loss: 0.0311092 | val_loss: 0.0311419 | Time: 1768.52 ms [2022-04-21 03:52:14 main:574] : INFO : Epoch 1924 | loss: 0.0311078 | val_loss: 0.0311344 | Time: 1782.94 ms [2022-04-21 03:52:15 main:574] : INFO : Epoch 1925 | loss: 0.0311036 | val_loss: 0.0311328 | Time: 1714.45 ms [2022-04-21 03:52:17 main:574] : INFO : Epoch 1926 | loss: 0.0311029 | val_loss: 0.0311354 | Time: 1697.32 ms [2022-04-21 03:52:19 main:574] : INFO : Epoch 1927 | loss: 0.0311036 | val_loss: 0.0311373 | Time: 1754.81 ms [2022-04-21 03:52:21 main:574] : INFO : Epoch 1928 | loss: 0.0311096 | val_loss: 0.0311334 | Time: 1795.46 ms [2022-04-21 03:52:23 main:574] : INFO : Epoch 1929 | loss: 0.0311109 | val_loss: 0.0311336 | Time: 1789.42 ms [2022-04-21 03:52:24 main:574] : INFO : Epoch 1930 | loss: 0.0311052 | val_loss: 0.0311332 | Time: 1802.2 ms [2022-04-21 03:52:26 main:574] : INFO : Epoch 1931 | loss: 0.031103 | val_loss: 0.0311339 | Time: 1773.78 ms [2022-04-21 03:52:28 main:574] : INFO : Epoch 1932 | loss: 0.031102 | val_loss: 0.0311348 | Time: 1760.73 ms [2022-04-21 03:52:30 main:574] : INFO : Epoch 1933 | loss: 0.0311015 | val_loss: 0.0311333 | Time: 1754.78 ms [2022-04-21 03:52:31 main:574] : INFO : Epoch 1934 | loss: 0.0311002 | val_loss: 0.031134 | Time: 1749.81 ms [2022-04-21 03:52:33 main:574] : INFO : Epoch 1935 | loss: 0.0311001 | val_loss: 0.0311338 | Time: 1751.14 ms [2022-04-21 03:52:35 main:574] : INFO : Epoch 1936 | loss: 0.031099 | val_loss: 0.0311392 | Time: 1789.09 ms [2022-04-21 03:52:37 main:574] : INFO : Epoch 1937 | loss: 0.0311011 | val_loss: 0.0311341 | Time: 1748.8 ms [2022-04-21 03:52:38 main:574] : INFO : Epoch 1938 | loss: 0.0311001 | val_loss: 0.0311385 | Time: 1760.25 ms [2022-04-21 03:52:40 main:574] : INFO : Epoch 1939 | loss: 0.0311014 | val_loss: 0.0311363 | Time: 1747.94 ms [2022-04-21 03:52:42 main:574] : INFO : Epoch 1940 | loss: 0.0310995 | val_loss: 0.0311365 | Time: 1740.42 ms [2022-04-21 03:52:44 main:574] : INFO : Epoch 1941 | loss: 0.0310995 | val_loss: 0.0311339 | Time: 1723.88 ms [2022-04-21 03:52:45 main:574] : INFO : Epoch 1942 | loss: 0.0311033 | val_loss: 0.031137 | Time: 1749.18 ms [2022-04-21 03:52:47 main:574] : INFO : Epoch 1943 | loss: 0.0311049 | val_loss: 0.0311358 | Time: 1735.09 ms [2022-04-21 03:52:49 main:574] : INFO : Epoch 1944 | loss: 0.0311041 | val_loss: 0.0311359 | Time: 1775.94 ms [2022-04-21 03:52:51 main:574] : INFO : Epoch 1945 | loss: 0.0311048 | val_loss: 0.031135 | Time: 1739.56 ms [2022-04-21 03:52:52 main:574] : INFO : Epoch 1946 | loss: 0.0311022 | val_loss: 0.0311395 | Time: 1763.86 ms [2022-04-21 03:52:54 main:574] : INFO : Epoch 1947 | loss: 0.0311044 | val_loss: 0.0311366 | Time: 1739.96 ms [2022-04-21 03:52:56 main:574] : INFO : Epoch 1948 | loss: 0.0311043 | val_loss: 0.031135 | Time: 1717.72 ms [2022-04-21 03:52:58 main:574] : INFO : Epoch 1949 | loss: 0.0311036 | val_loss: 0.0311378 | Time: 1754.29 ms [2022-04-21 03:52:59 main:574] : INFO : Epoch 1950 | loss: 0.0311075 | val_loss: 0.03113 | Time: 1733.91 ms [2022-04-21 03:53:01 main:574] : INFO : Epoch 1951 | loss: 0.0311062 | val_loss: 0.0311298 | Time: 1741.02 ms [2022-04-21 03:53:03 main:574] : INFO : Epoch 1952 | loss: 0.0311049 | val_loss: 0.031132 | Time: 1767.21 ms [2022-04-21 03:53:05 main:574] : INFO : Epoch 1953 | loss: 0.0311027 | val_loss: 0.0311286 | Time: 1776.5 ms [2022-04-21 03:53:07 main:574] : INFO : Epoch 1954 | loss: 0.0311017 | val_loss: 0.031132 | Time: 1789.75 ms [2022-04-21 03:53:08 main:574] : INFO : Epoch 1955 | loss: 0.0310991 | val_loss: 0.0311345 | Time: 1783.36 ms [2022-04-21 03:53:10 main:574] : INFO : Epoch 1956 | loss: 0.0311004 | val_loss: 0.0311322 | Time: 1746.94 ms [2022-04-21 03:53:12 main:574] : INFO : Epoch 1957 | loss: 0.0311014 | val_loss: 0.0311329 | Time: 1742.14 ms [2022-04-21 03:53:14 main:574] : INFO : Epoch 1958 | loss: 0.0310994 | val_loss: 0.0311384 | Time: 1748.74 ms [2022-04-21 03:53:15 main:574] : INFO : Epoch 1959 | loss: 0.0310994 | val_loss: 0.0311339 | Time: 1766.1 ms [2022-04-21 03:53:17 main:574] : INFO : Epoch 1960 | loss: 0.0311018 | val_loss: 0.0311406 | Time: 1748.6 ms [2022-04-21 03:53:19 main:574] : INFO : Epoch 1961 | loss: 0.0311041 | val_loss: 0.0311381 | Time: 1774.18 ms [2022-04-21 03:53:21 main:574] : INFO : Epoch 1962 | loss: 0.0311067 | val_loss: 0.0311354 | Time: 1774.65 ms [2022-04-21 03:53:22 main:574] : INFO : Epoch 1963 | loss: 0.0311081 | val_loss: 0.0311355 | Time: 1750.49 ms [2022-04-21 03:53:24 main:574] : INFO : Epoch 1964 | loss: 0.0311082 | val_loss: 0.031136 | Time: 1746.64 ms [2022-04-21 03:53:26 main:574] : INFO : Epoch 1965 | loss: 0.0311131 | val_loss: 0.0311406 | Time: 1784.88 ms [2022-04-21 03:53:28 main:574] : INFO : Epoch 1966 | loss: 0.0311137 | val_loss: 0.0311424 | Time: 1756.04 ms [2022-04-21 03:53:30 main:574] : INFO : Epoch 1967 | loss: 0.0311092 | val_loss: 0.0311369 | Time: 1764.68 ms [2022-04-21 03:53:31 main:574] : INFO : Epoch 1968 | loss: 0.0311055 | val_loss: 0.0311359 | Time: 1748.48 ms [2022-04-21 03:53:33 main:574] : INFO : Epoch 1969 | loss: 0.0311044 | val_loss: 0.0311405 | Time: 1770.77 ms [2022-04-21 03:53:35 main:574] : INFO : Epoch 1970 | loss: 0.0311035 | val_loss: 0.0311372 | Time: 1745.23 ms [2022-04-21 03:53:37 main:574] : INFO : Epoch 1971 | loss: 0.0311056 | val_loss: 0.0311383 | Time: 1731.97 ms [2022-04-21 03:53:38 main:574] : INFO : Epoch 1972 | loss: 0.0311054 | val_loss: 0.0311418 | Time: 1735.96 ms [2022-04-21 03:53:40 main:574] : INFO : Epoch 1973 | loss: 0.0311051 | val_loss: 0.0311375 | Time: 1759.97 ms [2022-04-21 03:53:42 main:574] : INFO : Epoch 1974 | loss: 0.0311033 | val_loss: 0.0311326 | Time: 1747.26 ms [2022-04-21 03:53:44 main:574] : INFO : Epoch 1975 | loss: 0.0311031 | val_loss: 0.0311367 | Time: 1721.5 ms [2022-04-21 03:53:45 main:574] : INFO : Epoch 1976 | loss: 0.0311028 | val_loss: 0.031138 | Time: 1755.73 ms [2022-04-21 03:53:47 main:574] : INFO : Epoch 1977 | loss: 0.0311053 | val_loss: 0.031136 | Time: 1795.43 ms [2022-04-21 03:53:49 main:574] : INFO : Epoch 1978 | loss: 0.0311052 | val_loss: 0.031138 | Time: 1759.54 ms [2022-04-21 03:53:51 main:574] : INFO : Epoch 1979 | loss: 0.0311039 | val_loss: 0.0311344 | Time: 1797.69 ms [2022-04-21 03:53:53 main:574] : INFO : Epoch 1980 | loss: 0.0311022 | val_loss: 0.031135 | Time: 1751.56 ms [2022-04-21 03:53:54 main:574] : INFO : Epoch 1981 | loss: 0.031101 | val_loss: 0.0311364 | Time: 1726.1 ms [2022-04-21 03:53:56 main:574] : INFO : Epoch 1982 | loss: 0.0311035 | val_loss: 0.0311329 | Time: 1806.34 ms [2022-04-21 03:53:58 main:574] : INFO : Epoch 1983 | loss: 0.0311028 | val_loss: 0.0311362 | Time: 1803.01 ms [2022-04-21 03:54:00 main:574] : INFO : Epoch 1984 | loss: 0.0311016 | val_loss: 0.0311379 | Time: 1785.64 ms [2022-04-21 03:54:01 main:574] : INFO : Epoch 1985 | loss: 0.0311015 | val_loss: 0.0311365 | Time: 1766.71 ms [2022-04-21 03:54:03 main:574] : INFO : Epoch 1986 | loss: 0.0311106 | val_loss: 0.0311383 | Time: 1751.52 ms [2022-04-21 03:54:05 main:574] : INFO : Epoch 1987 | loss: 0.0311098 | val_loss: 0.0311364 | Time: 1783.24 ms [2022-04-21 03:54:07 main:574] : INFO : Epoch 1988 | loss: 0.0311048 | val_loss: 0.031136 | Time: 1732.02 ms [2022-04-21 03:54:09 main:574] : INFO : Epoch 1989 | loss: 0.0311039 | val_loss: 0.0311397 | Time: 1789.5 ms [2022-04-21 03:54:10 main:574] : INFO : Epoch 1990 | loss: 0.0311005 | val_loss: 0.0311365 | Time: 1797.02 ms [2022-04-21 03:54:12 main:574] : INFO : Epoch 1991 | loss: 0.0311011 | val_loss: 0.0311391 | Time: 1769.83 ms [2022-04-21 03:54:14 main:574] : INFO : Epoch 1992 | loss: 0.031103 | val_loss: 0.031139 | Time: 1772.07 ms [2022-04-21 03:54:16 main:574] : INFO : Epoch 1993 | loss: 0.0311033 | val_loss: 0.0311455 | Time: 1791.89 ms [2022-04-21 03:54:17 main:574] : INFO : Epoch 1994 | loss: 0.0311036 | val_loss: 0.0311329 | Time: 1786.99 ms [2022-04-21 03:54:19 main:574] : INFO : Epoch 1995 | loss: 0.0311023 | val_loss: 0.0311409 | Time: 1756.55 ms [2022-04-21 03:54:21 main:574] : INFO : Epoch 1996 | loss: 0.0311008 | val_loss: 0.0311372 | Time: 1759.29 ms [2022-04-21 03:54:23 main:574] : INFO : Epoch 1997 | loss: 0.0311032 | val_loss: 0.0311346 | Time: 1753.41 ms [2022-04-21 03:54:25 main:574] : INFO : Epoch 1998 | loss: 0.0311062 | val_loss: 0.0311327 | Time: 1750.94 ms [2022-04-21 03:54:26 main:574] : INFO : Epoch 1999 | loss: 0.0311038 | val_loss: 0.0311369 | Time: 1736.62 ms [2022-04-21 03:54:28 main:574] : INFO : Epoch 2000 | loss: 0.031102 | val_loss: 0.0311346 | Time: 1738 ms [2022-04-21 03:54:30 main:574] : INFO : Epoch 2001 | loss: 0.0311033 | val_loss: 0.0311331 | Time: 1728.2 ms [2022-04-21 03:54:32 main:574] : INFO : Epoch 2002 | loss: 0.0311007 | val_loss: 0.0311505 | Time: 1768.58 ms [2022-04-21 03:54:33 main:574] : INFO : Epoch 2003 | loss: 0.0311019 | val_loss: 0.0311425 | Time: 1779.11 ms [2022-04-21 03:54:35 main:574] : INFO : Epoch 2004 | loss: 0.0310992 | val_loss: 0.0311388 | Time: 1789.43 ms [2022-04-21 03:54:37 main:574] : INFO : Epoch 2005 | loss: 0.0310996 | val_loss: 0.0311364 | Time: 1752.41 ms [2022-04-21 03:54:39 main:574] : INFO : Epoch 2006 | loss: 0.0310994 | val_loss: 0.0311389 | Time: 1752 ms [2022-04-21 03:54:40 main:574] : INFO : Epoch 2007 | loss: 0.0311084 | val_loss: 0.0311505 | Time: 1772.57 ms [2022-04-21 03:54:42 main:574] : INFO : Epoch 2008 | loss: 0.0311114 | val_loss: 0.0311437 | Time: 1787.37 ms [2022-04-21 03:54:44 main:574] : INFO : Epoch 2009 | loss: 0.0311105 | val_loss: 0.0311401 | Time: 1738.99 ms [2022-04-21 03:54:46 main:574] : INFO : Epoch 2010 | loss: 0.0311083 | val_loss: 0.0311387 | Time: 1795.52 ms [2022-04-21 03:54:48 main:574] : INFO : Epoch 2011 | loss: 0.0311067 | val_loss: 0.0311426 | Time: 1754.42 ms [2022-04-21 03:54:49 main:574] : INFO : Epoch 2012 | loss: 0.031112 | val_loss: 0.0311405 | Time: 1788.69 ms [2022-04-21 03:54:51 main:574] : INFO : Epoch 2013 | loss: 0.0311121 | val_loss: 0.0311398 | Time: 1783.48 ms [2022-04-21 03:54:53 main:574] : INFO : Epoch 2014 | loss: 0.0311135 | val_loss: 0.0311395 | Time: 1754.1 ms [2022-04-21 03:54:55 main:574] : INFO : Epoch 2015 | loss: 0.0311226 | val_loss: 0.0311361 | Time: 1778.4 ms [2022-04-21 03:54:56 main:574] : INFO : Epoch 2016 | loss: 0.0311178 | val_loss: 0.0311408 | Time: 1761.78 ms [2022-04-21 03:54:58 main:574] : INFO : Epoch 2017 | loss: 0.0311153 | val_loss: 0.0311387 | Time: 1768.56 ms [2022-04-21 03:55:00 main:574] : INFO : Epoch 2018 | loss: 0.0311136 | val_loss: 0.0311392 | Time: 1757.28 ms [2022-04-21 03:55:02 main:574] : INFO : Epoch 2019 | loss: 0.0311138 | val_loss: 0.0311374 | Time: 1764.77 ms [2022-04-21 03:55:03 main:574] : INFO : Epoch 2020 | loss: 0.0311111 | val_loss: 0.0311438 | Time: 1737.4 ms [2022-04-21 03:55:05 main:574] : INFO : Epoch 2021 | loss: 0.0311096 | val_loss: 0.0311398 | Time: 1745.49 ms [2022-04-21 03:55:07 main:574] : INFO : Epoch 2022 | loss: 0.0311099 | val_loss: 0.0311399 | Time: 1753.44 ms [2022-04-21 03:55:09 main:574] : INFO : Epoch 2023 | loss: 0.0311108 | val_loss: 0.0311384 | Time: 1739.38 ms [2022-04-21 03:55:11 main:574] : INFO : Epoch 2024 | loss: 0.0311129 | val_loss: 0.0311461 | Time: 1777.51 ms [2022-04-21 03:55:12 main:574] : INFO : Epoch 2025 | loss: 0.0311085 | val_loss: 0.0311373 | Time: 1724.82 ms [2022-04-21 03:55:14 main:574] : INFO : Epoch 2026 | loss: 0.0311069 | val_loss: 0.0311356 | Time: 1739.82 ms [2022-04-21 03:55:16 main:574] : INFO : Epoch 2027 | loss: 0.0311065 | val_loss: 0.0311374 | Time: 1775.72 ms [2022-04-21 03:55:18 main:574] : INFO : Epoch 2028 | loss: 0.0311074 | val_loss: 0.0311358 | Time: 1764.78 ms [2022-04-21 03:55:19 main:574] : INFO : Epoch 2029 | loss: 0.031116 | val_loss: 0.031149 | Time: 1785.56 ms [2022-04-21 03:55:21 main:574] : INFO : Epoch 2030 | loss: 0.0311156 | val_loss: 0.0311416 | Time: 1790.17 ms [2022-04-21 03:55:23 main:574] : INFO : Epoch 2031 | loss: 0.0311144 | val_loss: 0.0311365 | Time: 1757.61 ms [2022-04-21 03:55:25 main:574] : INFO : Epoch 2032 | loss: 0.0311103 | val_loss: 0.0311358 | Time: 1769.73 ms [2022-04-21 03:55:26 main:574] : INFO : Epoch 2033 | loss: 0.0311087 | val_loss: 0.0311401 | Time: 1765.63 ms [2022-04-21 03:55:28 main:574] : INFO : Epoch 2034 | loss: 0.0311073 | val_loss: 0.0311383 | Time: 1737.76 ms [2022-04-21 03:55:30 main:574] : INFO : Epoch 2035 | loss: 0.0311062 | val_loss: 0.0311395 | Time: 1747.41 ms [2022-04-21 03:55:32 main:574] : INFO : Epoch 2036 | loss: 0.0311058 | val_loss: 0.0311407 | Time: 1767.53 ms [2022-04-21 03:55:33 main:574] : INFO : Epoch 2037 | loss: 0.0311053 | val_loss: 0.0311381 | Time: 1735.69 ms [2022-04-21 03:55:35 main:574] : INFO : Epoch 2038 | loss: 0.0311096 | val_loss: 0.0311402 | Time: 1751.23 ms [2022-04-21 03:55:37 main:574] : INFO : Epoch 2039 | loss: 0.0311102 | val_loss: 0.031139 | Time: 1801.08 ms [2022-04-21 03:55:39 main:574] : INFO : Epoch 2040 | loss: 0.0311099 | val_loss: 0.0311404 | Time: 1791.41 ms [2022-04-21 03:55:41 main:574] : INFO : Epoch 2041 | loss: 0.0311082 | val_loss: 0.0311362 | Time: 1783.14 ms [2022-04-21 03:55:42 main:574] : INFO : Epoch 2042 | loss: 0.031105 | val_loss: 0.0311419 | Time: 1782.64 ms [2022-04-21 03:55:44 main:574] : INFO : Epoch 2043 | loss: 0.0311041 | val_loss: 0.0311385 | Time: 1752.05 ms [2022-04-21 03:55:46 main:574] : INFO : Epoch 2044 | loss: 0.0311023 | val_loss: 0.0311429 | Time: 1756.08 ms [2022-04-21 03:55:48 main:574] : INFO : Epoch 2045 | loss: 0.0311045 | val_loss: 0.0311412 | Time: 1790.98 ms [2022-04-21 03:55:49 main:574] : INFO : Epoch 2046 | loss: 0.0311036 | val_loss: 0.0311368 | Time: 1751.12 ms [2022-04-21 03:55:51 main:574] : INFO : Epoch 2047 | loss: 0.0311028 | val_loss: 0.0311353 | Time: 1754.95 ms [2022-04-21 03:55:53 main:574] : INFO : Epoch 2048 | loss: 0.0311025 | val_loss: 0.0311337 | Time: 1739.15 ms [2022-04-21 03:55:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311337 [2022-04-21 03:55:53 main:603] : INFO : Saving end state to config to file [2022-04-21 03:55:53 main:608] : INFO : Success, exiting.. 03:55:53 (2676): 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)