Task 14140114
| Name | ParityModified-1647044168-32093-3-0_0 |
| Workunit | 11205151 |
| Created | 31 Mar 2022, 12:40:36 UTC |
| Sent | 6 Apr 2022, 11:05:37 UTC |
| Report deadline | 14 Apr 2022, 11:05:37 UTC |
| Received | 7 Apr 2022, 7:34:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 5 sec |
| CPU time | 59 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 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>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311432 | val_loss: 0.0311561 | Time: 1732.67 ms [2022-04-07 02:19:26 main:574] : INFO : Epoch 1543 | loss: 0.0311434 | val_loss: 0.0311552 | Time: 1736.19 ms [2022-04-07 02:19:28 main:574] : INFO : Epoch 1544 | loss: 0.0311433 | val_loss: 0.0311538 | Time: 1768.07 ms [2022-04-07 02:19:30 main:574] : INFO : Epoch 1545 | loss: 0.0311472 | val_loss: 0.0311629 | Time: 1768.87 ms [2022-04-07 02:19:32 main:574] : INFO : Epoch 1546 | loss: 0.0311452 | val_loss: 0.0311568 | Time: 1737.97 ms [2022-04-07 02:19:33 main:574] : INFO : Epoch 1547 | loss: 0.0311455 | val_loss: 0.0311586 | Time: 1752.51 ms [2022-04-07 02:19:35 main:574] : INFO : Epoch 1548 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 1793.65 ms [2022-04-07 02:19:37 main:574] : INFO : Epoch 1549 | loss: 0.0311442 | val_loss: 0.0311569 | Time: 1802.59 ms [2022-04-07 02:19:39 main:574] : INFO : Epoch 1550 | loss: 0.0311461 | val_loss: 0.0311532 | Time: 1781.25 ms [2022-04-07 02:19:40 main:574] : INFO : Epoch 1551 | loss: 0.0311444 | val_loss: 0.0311555 | Time: 1782.39 ms [2022-04-07 02:19:42 main:574] : INFO : Epoch 1552 | loss: 0.0311427 | val_loss: 0.0311558 | Time: 1787.88 ms [2022-04-07 02:19:44 main:574] : INFO : Epoch 1553 | loss: 0.0311443 | val_loss: 0.0311525 | Time: 1780.24 ms [2022-04-07 02:19:46 main:574] : INFO : Epoch 1554 | loss: 0.0311428 | val_loss: 0.0311542 | Time: 1779.6 ms [2022-04-07 02:19:48 main:574] : INFO : Epoch 1555 | loss: 0.0311415 | val_loss: 0.0311534 | Time: 1766.35 ms [2022-04-07 02:19:49 main:574] : INFO : Epoch 1556 | loss: 0.0311427 | val_loss: 0.0311541 | Time: 1732 ms [2022-04-07 02:19:51 main:574] : INFO : Epoch 1557 | loss: 0.0311414 | val_loss: 0.031155 | Time: 1793.19 ms [2022-04-07 02:19:53 main:574] : INFO : Epoch 1558 | loss: 0.0311425 | val_loss: 0.0311535 | Time: 1740.57 ms [2022-04-07 02:19:55 main:574] : INFO : Epoch 1559 | loss: 0.0311412 | val_loss: 0.0311621 | Time: 1776.47 ms [2022-04-07 02:19:57 main:574] : INFO : Epoch 1560 | loss: 0.0311428 | val_loss: 0.0311567 | Time: 1793.41 ms [2022-04-07 02:19:58 main:574] : INFO : Epoch 1561 | loss: 0.0311428 | val_loss: 0.0311528 | Time: 1775.07 ms [2022-04-07 02:20:00 main:574] : INFO : Epoch 1562 | loss: 0.0311413 | val_loss: 0.0311542 | Time: 1790.52 ms [2022-04-07 02:20:02 main:574] : INFO : Epoch 1563 | loss: 0.0311423 | val_loss: 0.0311572 | Time: 1759.71 ms [2022-04-07 02:20:04 main:574] : INFO : Epoch 1564 | loss: 0.0311426 | val_loss: 0.0311543 | Time: 1770.62 ms [2022-04-07 02:20:05 main:574] : INFO : Epoch 1565 | loss: 0.0311414 | val_loss: 0.031162 | Time: 1786.46 ms [2022-04-07 02:20:07 main:574] : INFO : Epoch 1566 | loss: 0.0311443 | val_loss: 0.0311546 | Time: 1761.75 ms [2022-04-07 02:20:09 main:574] : INFO : Epoch 1567 | loss: 0.0311448 | val_loss: 0.0311537 | Time: 1797.34 ms [2022-04-07 02:20:11 main:574] : INFO : Epoch 1568 | loss: 0.0311452 | val_loss: 0.0311537 | Time: 1751.71 ms [2022-04-07 02:20:13 main:574] : INFO : Epoch 1569 | loss: 0.0311429 | val_loss: 0.0311566 | Time: 1776.2 ms [2022-04-07 02:20:14 main:574] : INFO : Epoch 1570 | loss: 0.0311445 | val_loss: 0.0311531 | Time: 1776.8 ms [2022-04-07 02:20:16 main:574] : INFO : Epoch 1571 | loss: 0.0311432 | val_loss: 0.0311571 | Time: 1786.97 ms [2022-04-07 02:20:18 main:574] : INFO : Epoch 1572 | loss: 0.0311412 | val_loss: 0.0311594 | Time: 1803.31 ms [2022-04-07 02:20:20 main:574] : INFO : Epoch 1573 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 1767.07 ms [2022-04-07 02:20:22 main:574] : INFO : Epoch 1574 | loss: 0.0311433 | val_loss: 0.0311578 | Time: 1801.05 ms [2022-04-07 02:20:23 main:574] : INFO : Epoch 1575 | loss: 0.031146 | val_loss: 0.0311587 | Time: 1766.54 ms [2022-04-07 02:20:25 main:574] : INFO : Epoch 1576 | loss: 0.031148 | val_loss: 0.0311561 | Time: 1781.53 ms [2022-04-07 02:20:27 main:574] : INFO : Epoch 1577 | loss: 0.0311449 | val_loss: 0.031156 | Time: 1758.9 ms [2022-04-07 02:20:29 main:574] : INFO : Epoch 1578 | loss: 0.0311455 | val_loss: 0.0311522 | Time: 1769.96 ms [2022-04-07 02:20:30 main:574] : INFO : Epoch 1579 | loss: 0.0311429 | val_loss: 0.0311525 | Time: 1805.28 ms [2022-04-07 02:20:32 main:574] : INFO : Epoch 1580 | loss: 0.0311414 | val_loss: 0.0311539 | Time: 1801.98 ms [2022-04-07 02:20:34 main:574] : INFO : Epoch 1581 | loss: 0.0311414 | val_loss: 0.0311567 | Time: 1783.49 ms [2022-04-07 02:20:36 main:574] : INFO : Epoch 1582 | loss: 0.0311415 | val_loss: 0.0311554 | Time: 1801.78 ms [2022-04-07 02:20:38 main:574] : INFO : Epoch 1583 | loss: 0.0311412 | val_loss: 0.031153 | Time: 1784.57 ms [2022-04-07 02:20:39 main:574] : INFO : Epoch 1584 | loss: 0.0311411 | val_loss: 0.0311522 | Time: 1748.09 ms [2022-04-07 02:20:41 main:574] : INFO : Epoch 1585 | loss: 0.0311428 | val_loss: 0.0311544 | Time: 1794.53 ms [2022-04-07 02:20:43 main:574] : INFO : Epoch 1586 | loss: 0.0311421 | val_loss: 0.0311519 | Time: 1797.07 ms [2022-04-07 02:20:45 main:574] : INFO : Epoch 1587 | loss: 0.0311409 | val_loss: 0.0311519 | Time: 1790.93 ms [2022-04-07 02:20:47 main:574] : INFO : Epoch 1588 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 1779.78 ms [2022-04-07 02:20:48 main:574] : INFO : Epoch 1589 | loss: 0.0311404 | val_loss: 0.0311525 | Time: 1778.14 ms [2022-04-07 02:20:50 main:574] : INFO : Epoch 1590 | loss: 0.031144 | val_loss: 0.0311553 | Time: 1754.56 ms [2022-04-07 02:20:52 main:574] : INFO : Epoch 1591 | loss: 0.0311449 | val_loss: 0.031155 | Time: 1760.44 ms [2022-04-07 02:20:54 main:574] : INFO : Epoch 1592 | loss: 0.0311443 | val_loss: 0.0311559 | Time: 1796.58 ms [2022-04-07 02:20:56 main:574] : INFO : Epoch 1593 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 1782.81 ms [2022-04-07 02:20:57 main:574] : INFO : Epoch 1594 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 1782.15 ms [2022-04-07 02:20:59 main:574] : INFO : Epoch 1595 | loss: 0.0311434 | val_loss: 0.0311561 | Time: 1755.36 ms [2022-04-07 02:21:01 main:574] : INFO : Epoch 1596 | loss: 0.0311439 | val_loss: 0.0311538 | Time: 1751.42 ms [2022-04-07 02:21:03 main:574] : INFO : Epoch 1597 | loss: 0.0311447 | val_loss: 0.0311594 | Time: 1757.09 ms [2022-04-07 02:21:04 main:574] : INFO : Epoch 1598 | loss: 0.0311442 | val_loss: 0.0311546 | Time: 1771.61 ms [2022-04-07 02:21:06 main:574] : INFO : Epoch 1599 | loss: 0.0311451 | val_loss: 0.0311616 | Time: 1800.92 ms [2022-04-07 02:21:08 main:574] : INFO : Epoch 1600 | loss: 0.0311462 | val_loss: 0.0311581 | Time: 1774.44 ms [2022-04-07 02:21:10 main:574] : INFO : Epoch 1601 | loss: 0.0311422 | val_loss: 0.031156 | Time: 1768.74 ms [2022-04-07 02:21:12 main:574] : INFO : Epoch 1602 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 1787.65 ms [2022-04-07 02:21:13 main:574] : INFO : Epoch 1603 | loss: 0.0311628 | val_loss: 0.0311628 | Time: 1710.94 ms [2022-04-07 02:21:15 main:574] : INFO : Epoch 1604 | loss: 0.0311565 | val_loss: 0.031158 | Time: 1772.4 ms [2022-04-07 02:21:17 main:574] : INFO : Epoch 1605 | loss: 0.0311482 | val_loss: 0.0311575 | Time: 1727.58 ms [2022-04-07 02:21:19 main:574] : INFO : Epoch 1606 | loss: 0.0311451 | val_loss: 0.0311564 | Time: 1772.61 ms [2022-04-07 02:21:20 main:574] : INFO : Epoch 1607 | loss: 0.031146 | val_loss: 0.0311543 | Time: 1794.15 ms [2022-04-07 02:21:22 main:574] : INFO : Epoch 1608 | loss: 0.0311432 | val_loss: 0.0311562 | Time: 1787.55 ms [2022-04-07 02:21:24 main:574] : INFO : Epoch 1609 | loss: 0.0311438 | val_loss: 0.0311552 | Time: 1747.73 ms [2022-04-07 02:21:26 main:574] : INFO : Epoch 1610 | loss: 0.0311438 | val_loss: 0.031158 | Time: 1771.88 ms [2022-04-07 02:21:27 main:574] : INFO : Epoch 1611 | loss: 0.0311434 | val_loss: 0.0311542 | Time: 1761.16 ms [2022-04-07 02:21:29 main:574] : INFO : Epoch 1612 | loss: 0.0311431 | val_loss: 0.0311546 | Time: 1785.4 ms [2022-04-07 02:21:31 main:574] : INFO : Epoch 1613 | loss: 0.0311426 | val_loss: 0.0311576 | Time: 1771.89 ms [2022-04-07 02:21:33 main:574] : INFO : Epoch 1614 | loss: 0.0311414 | val_loss: 0.0311577 | Time: 1755.85 ms [2022-04-07 02:21:35 main:574] : INFO : Epoch 1615 | loss: 0.031143 | val_loss: 0.0311599 | Time: 1754.79 ms [2022-04-07 02:21:36 main:574] : INFO : Epoch 1616 | loss: 0.0311429 | val_loss: 0.0311599 | Time: 1809.42 ms [2022-04-07 02:21:38 main:574] : INFO : Epoch 1617 | loss: 0.0311452 | val_loss: 0.0311697 | Time: 1781.73 ms [2022-04-07 02:21:40 main:574] : INFO : Epoch 1618 | loss: 0.0311458 | val_loss: 0.0311591 | Time: 1769.45 ms [2022-04-07 02:21:42 main:574] : INFO : Epoch 1619 | loss: 0.0311442 | val_loss: 0.0311661 | Time: 1781.71 ms [2022-04-07 02:21:43 main:574] : INFO : Epoch 1620 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 1744.37 ms [2022-04-07 02:21:45 main:574] : INFO : Epoch 1621 | loss: 0.031143 | val_loss: 0.0311556 | Time: 1799.53 ms [2022-04-07 02:21:47 main:574] : INFO : Epoch 1622 | loss: 0.0311412 | val_loss: 0.0311565 | Time: 1764.87 ms [2022-04-07 02:21:49 main:574] : INFO : Epoch 1623 | loss: 0.0311447 | val_loss: 0.0311619 | Time: 1774.85 ms [2022-04-07 02:21:51 main:574] : INFO : Epoch 1624 | loss: 0.0311452 | val_loss: 0.0311531 | Time: 1761.14 ms [2022-04-07 02:21:52 main:574] : INFO : Epoch 1625 | loss: 0.0311419 | val_loss: 0.0311527 | Time: 1768.44 ms [2022-04-07 02:21:54 main:574] : INFO : Epoch 1626 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 1776.8 ms [2022-04-07 02:21:56 main:574] : INFO : Epoch 1627 | loss: 0.0311402 | val_loss: 0.0311546 | Time: 1772.44 ms [2022-04-07 02:21:58 main:574] : INFO : Epoch 1628 | loss: 0.0311401 | val_loss: 0.0311533 | Time: 1773.41 ms [2022-04-07 02:22:00 main:574] : INFO : Epoch 1629 | loss: 0.0311413 | val_loss: 0.0311556 | Time: 1769.34 ms [2022-04-07 02:22:01 main:574] : INFO : Epoch 1630 | loss: 0.0311398 | val_loss: 0.0311542 | Time: 1782.28 ms [2022-04-07 02:22:03 main:574] : INFO : Epoch 1631 | loss: 0.0311382 | val_loss: 0.0311539 | Time: 1787.26 ms [2022-04-07 02:22:05 main:574] : INFO : Epoch 1632 | loss: 0.0311379 | val_loss: 0.0311531 | Time: 1784.5 ms [2022-04-07 02:22:07 main:574] : INFO : Epoch 1633 | loss: 0.0311387 | val_loss: 0.0311558 | Time: 1765.02 ms [2022-04-07 02:22:08 main:574] : INFO : Epoch 1634 | loss: 0.0311407 | val_loss: 0.0311572 | Time: 1786.6 ms [2022-04-07 02:22:10 main:574] : INFO : Epoch 1635 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 1762.93 ms [2022-04-07 02:22:12 main:574] : INFO : Epoch 1636 | loss: 0.0311401 | val_loss: 0.0311531 | Time: 1737.77 ms [2022-04-07 02:22:14 main:574] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311592 | Time: 1793.48 ms [2022-04-07 02:22:16 main:574] : INFO : Epoch 1638 | loss: 0.0311454 | val_loss: 0.0311534 | Time: 1786.1 ms [2022-04-07 02:22:17 main:574] : INFO : Epoch 1639 | loss: 0.0311443 | val_loss: 0.0311541 | Time: 1771.23 ms [2022-04-07 02:22:19 main:574] : INFO : Epoch 1640 | loss: 0.0311439 | val_loss: 0.0311563 | Time: 1766.43 ms [2022-04-07 02:22:21 main:574] : INFO : Epoch 1641 | loss: 0.0311434 | val_loss: 0.0311574 | Time: 1782.78 ms [2022-04-07 02:22:23 main:574] : INFO : Epoch 1642 | loss: 0.0311433 | val_loss: 0.0311556 | Time: 1752.8 ms [2022-04-07 02:22:24 main:574] : INFO : Epoch 1643 | loss: 0.0311416 | val_loss: 0.0311538 | Time: 1744.51 ms [2022-04-07 02:22:26 main:574] : INFO : Epoch 1644 | loss: 0.0311447 | val_loss: 0.0311575 | Time: 1783.89 ms [2022-04-07 02:22:28 main:574] : INFO : Epoch 1645 | loss: 0.0311507 | val_loss: 0.0311575 | Time: 1756.25 ms [2022-04-07 02:22:30 main:574] : INFO : Epoch 1646 | loss: 0.0311488 | val_loss: 0.0311562 | Time: 1780.13 ms [2022-04-07 02:22:32 main:574] : INFO : Epoch 1647 | loss: 0.0311478 | val_loss: 0.0311583 | Time: 1745.54 ms [2022-04-07 02:22:33 main:574] : INFO : Epoch 1648 | loss: 0.0311463 | val_loss: 0.0311535 | Time: 1765.78 ms [2022-04-07 02:22:35 main:574] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.0311539 | Time: 1783.47 ms [2022-04-07 02:22:37 main:574] : INFO : Epoch 1650 | loss: 0.0311418 | val_loss: 0.0311523 | Time: 1782.67 ms [2022-04-07 02:22:39 main:574] : INFO : Epoch 1651 | loss: 0.0311424 | val_loss: 0.0311532 | Time: 1761.39 ms [2022-04-07 02:22:40 main:574] : INFO : Epoch 1652 | loss: 0.0311405 | val_loss: 0.0311533 | Time: 1763.75 ms [2022-04-07 02:22:42 main:574] : INFO : Epoch 1653 | loss: 0.0311411 | val_loss: 0.0311546 | Time: 1782.76 ms [2022-04-07 02:22:44 main:574] : INFO : Epoch 1654 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 1762.13 ms [2022-04-07 02:22:46 main:574] : INFO : Epoch 1655 | loss: 0.031141 | val_loss: 0.0311547 | Time: 1775.66 ms [2022-04-07 02:22:48 main:574] : INFO : Epoch 1656 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 1767.95 ms [2022-04-07 02:22:49 main:574] : INFO : Epoch 1657 | loss: 0.031142 | val_loss: 0.0311531 | Time: 1756.42 ms [2022-04-07 02:22:51 main:574] : INFO : Epoch 1658 | loss: 0.0311402 | val_loss: 0.031155 | Time: 1773.34 ms [2022-04-07 02:22:53 main:574] : INFO : Epoch 1659 | loss: 0.0311395 | val_loss: 0.0311521 | Time: 1774.05 ms [2022-04-07 02:22:55 main:574] : INFO : Epoch 1660 | loss: 0.0311403 | val_loss: 0.0311606 | Time: 1759.02 ms [2022-04-07 02:22:56 main:574] : INFO : Epoch 1661 | loss: 0.0311428 | val_loss: 0.0311537 | Time: 1789.16 ms [2022-04-07 02:22:58 main:574] : INFO : Epoch 1662 | loss: 0.0311469 | val_loss: 0.0311558 | Time: 1770.36 ms [2022-04-07 02:23:00 main:574] : INFO : Epoch 1663 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 1793.31 ms [2022-04-07 02:23:02 main:574] : INFO : Epoch 1664 | loss: 0.0311457 | val_loss: 0.0311555 | Time: 1772.96 ms [2022-04-07 02:23:04 main:574] : INFO : Epoch 1665 | loss: 0.0311441 | val_loss: 0.0311547 | Time: 1761.98 ms [2022-04-07 02:23:05 main:574] : INFO : Epoch 1666 | loss: 0.0311428 | val_loss: 0.0311544 | Time: 1756.2 ms [2022-04-07 02:23:07 main:574] : INFO : Epoch 1667 | loss: 0.0311452 | val_loss: 0.0311547 | Time: 1772.72 ms [2022-04-07 02:23:09 main:574] : INFO : Epoch 1668 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 1764.31 ms [2022-04-07 02:23:11 main:574] : INFO : Epoch 1669 | loss: 0.0311483 | val_loss: 0.0311572 | Time: 1786.36 ms [2022-04-07 02:23:12 main:574] : INFO : Epoch 1670 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1779.16 ms [2022-04-07 02:23:14 main:574] : INFO : Epoch 1671 | loss: 0.0311484 | val_loss: 0.0311552 | Time: 1765.02 ms [2022-04-07 02:23:16 main:574] : INFO : Epoch 1672 | loss: 0.031144 | val_loss: 0.0311588 | Time: 1746.33 ms [2022-04-07 02:23:18 main:574] : INFO : Epoch 1673 | loss: 0.031144 | val_loss: 0.0311539 | Time: 1724.33 ms [2022-04-07 02:23:20 main:574] : INFO : Epoch 1674 | loss: 0.0311424 | val_loss: 0.0311545 | Time: 1773.29 ms [2022-04-07 02:23:21 main:574] : INFO : Epoch 1675 | loss: 0.0311439 | val_loss: 0.031157 | Time: 1814.5 ms [2022-04-07 02:23:23 main:574] : INFO : Epoch 1676 | loss: 0.0311453 | val_loss: 0.0311586 | Time: 1765.69 ms [2022-04-07 02:23:25 main:574] : INFO : Epoch 1677 | loss: 0.0311433 | val_loss: 0.0311562 | Time: 1771.87 ms [2022-04-07 02:23:27 main:574] : INFO : Epoch 1678 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 1772.79 ms [2022-04-07 02:23:28 main:574] : INFO : Epoch 1679 | loss: 0.031142 | val_loss: 0.0311597 | Time: 1786.23 ms [2022-04-07 02:23:30 main:574] : INFO : Epoch 1680 | loss: 0.0311412 | val_loss: 0.0311572 | Time: 1772.37 ms [2022-04-07 02:23:32 main:574] : INFO : Epoch 1681 | loss: 0.0311412 | val_loss: 0.031157 | Time: 1753.72 ms [2022-04-07 02:23:34 main:574] : INFO : Epoch 1682 | loss: 0.0311409 | val_loss: 0.0311567 | Time: 1744.41 ms [2022-04-07 02:23:36 main:574] : INFO : Epoch 1683 | loss: 0.0311442 | val_loss: 0.0311572 | Time: 1780.37 ms [2022-04-07 02:23:37 main:574] : INFO : Epoch 1684 | loss: 0.031148 | val_loss: 0.0311617 | Time: 1804.65 ms [2022-04-07 02:23:39 main:574] : INFO : Epoch 1685 | loss: 0.031146 | val_loss: 0.0311536 | Time: 1781.71 ms [2022-04-07 02:23:41 main:574] : INFO : Epoch 1686 | loss: 0.0311419 | val_loss: 0.0311533 | Time: 1750.61 ms [2022-04-07 02:23:43 main:574] : INFO : Epoch 1687 | loss: 0.0311418 | val_loss: 0.0311532 | Time: 1777.96 ms [2022-04-07 02:23:44 main:574] : INFO : Epoch 1688 | loss: 0.031141 | val_loss: 0.0311536 | Time: 1743.32 ms [2022-04-07 02:23:46 main:574] : INFO : Epoch 1689 | loss: 0.0311403 | val_loss: 0.0311551 | Time: 1800.87 ms [2022-04-07 02:23:48 main:574] : INFO : Epoch 1690 | loss: 0.0311405 | val_loss: 0.0311569 | Time: 1767.23 ms [2022-04-07 02:23:50 main:574] : INFO : Epoch 1691 | loss: 0.0311426 | val_loss: 0.0311591 | Time: 1778.59 ms [2022-04-07 02:23:52 main:574] : INFO : Epoch 1692 | loss: 0.0311416 | val_loss: 0.0311546 | Time: 1764.55 ms [2022-04-07 02:23:53 main:574] : INFO : Epoch 1693 | loss: 0.0311395 | val_loss: 0.0311543 | Time: 1750.18 ms [2022-04-07 02:23:55 main:574] : INFO : Epoch 1694 | loss: 0.0311427 | val_loss: 0.0311513 | Time: 1775.94 ms [2022-04-07 02:23:57 main:574] : INFO : Epoch 1695 | loss: 0.0311451 | val_loss: 0.0311534 | Time: 1778.42 ms [2022-04-07 02:23:59 main:574] : INFO : Epoch 1696 | loss: 0.031145 | val_loss: 0.0311531 | Time: 1768.61 ms [2022-04-07 02:24:00 main:574] : INFO : Epoch 1697 | loss: 0.0311443 | val_loss: 0.031155 | Time: 1753.19 ms [2022-04-07 02:24:02 main:574] : INFO : Epoch 1698 | loss: 0.0311447 | val_loss: 0.0311541 | Time: 1772.78 ms [2022-04-07 02:24:04 main:574] : INFO : Epoch 1699 | loss: 0.0311444 | val_loss: 0.0311536 | Time: 1753.47 ms [2022-04-07 02:24:06 main:574] : INFO : Epoch 1700 | loss: 0.0311467 | val_loss: 0.0311536 | Time: 1774.82 ms [2022-04-07 02:24:08 main:574] : INFO : Epoch 1701 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 1738.11 ms [2022-04-07 02:24:09 main:574] : INFO : Epoch 1702 | loss: 0.0311421 | val_loss: 0.0311521 | Time: 1757.69 ms [2022-04-07 02:24:11 main:574] : INFO : Epoch 1703 | loss: 0.0311425 | val_loss: 0.0311554 | Time: 1791.57 ms [2022-04-07 02:24:13 main:574] : INFO : Epoch 1704 | loss: 0.0311449 | val_loss: 0.0311536 | Time: 1789.72 ms [2022-04-07 02:24:15 main:574] : INFO : Epoch 1705 | loss: 0.0311464 | val_loss: 0.0311535 | Time: 1780.25 ms [2022-04-07 02:24:16 main:574] : INFO : Epoch 1706 | loss: 0.0311429 | val_loss: 0.0311526 | Time: 1765.26 ms [2022-04-07 02:24:18 main:574] : INFO : Epoch 1707 | loss: 0.0311431 | val_loss: 0.031153 | Time: 1782.7 ms [2022-04-07 02:24:20 main:574] : INFO : Epoch 1708 | loss: 0.031143 | val_loss: 0.0311517 | Time: 1770.33 ms [2022-04-07 02:24:22 main:574] : INFO : Epoch 1709 | loss: 0.0311421 | val_loss: 0.0311563 | Time: 1765.3 ms [2022-04-07 02:24:24 main:574] : INFO : Epoch 1710 | loss: 0.0311423 | val_loss: 0.0311555 | Time: 1758.14 ms [2022-04-07 02:24:25 main:574] : INFO : Epoch 1711 | loss: 0.0311413 | val_loss: 0.0311545 | Time: 1750.82 ms [2022-04-07 02:24:27 main:574] : INFO : Epoch 1712 | loss: 0.0311411 | val_loss: 0.0311529 | Time: 1776.02 ms [2022-04-07 02:24:29 main:574] : INFO : Epoch 1713 | loss: 0.0311399 | val_loss: 0.0311533 | Time: 1778.49 ms [2022-04-07 02:24:31 main:574] : INFO : Epoch 1714 | loss: 0.0311438 | val_loss: 0.0311536 | Time: 1771.39 ms [2022-04-07 02:24:32 main:574] : INFO : Epoch 1715 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 1774.93 ms [2022-04-07 02:24:34 main:574] : INFO : Epoch 1716 | loss: 0.0311473 | val_loss: 0.0311646 | Time: 1770.8 ms [2022-04-07 02:24:36 main:574] : INFO : Epoch 1717 | loss: 0.0311433 | val_loss: 0.0311528 | Time: 1765.71 ms [2022-04-07 02:24:38 main:574] : INFO : Epoch 1718 | loss: 0.0311419 | val_loss: 0.0311522 | Time: 1743.72 ms [2022-04-07 02:24:40 main:574] : INFO : Epoch 1719 | loss: 0.031142 | val_loss: 0.0311628 | Time: 1757.78 ms [2022-04-07 02:24:41 main:574] : INFO : Epoch 1720 | loss: 0.0311444 | val_loss: 0.0311541 | Time: 1772.68 ms [2022-04-07 02:24:43 main:574] : INFO : Epoch 1721 | loss: 0.0311414 | val_loss: 0.0311556 | Time: 1804.25 ms [2022-04-07 02:24:45 main:574] : INFO : Epoch 1722 | loss: 0.0311426 | val_loss: 0.031162 | Time: 1836.33 ms [2022-04-07 02:24:47 main:574] : INFO : Epoch 1723 | loss: 0.0311455 | val_loss: 0.031155 | Time: 1776.28 ms [2022-04-07 02:24:49 main:574] : INFO : Epoch 1724 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 1780.15 ms [2022-04-07 02:24:50 main:574] : INFO : Epoch 1725 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 1818.32 ms [2022-04-07 02:24:52 main:574] : INFO : Epoch 1726 | loss: 0.0311409 | val_loss: 0.0311578 | Time: 1782.98 ms [2022-04-07 02:24:54 main:574] : INFO : Epoch 1727 | loss: 0.0311454 | val_loss: 0.0311608 | Time: 1755.78 ms [2022-04-07 02:24:56 main:574] : INFO : Epoch 1728 | loss: 0.031142 | val_loss: 0.0311543 | Time: 1771.67 ms [2022-04-07 02:24:57 main:574] : INFO : Epoch 1729 | loss: 0.0311395 | val_loss: 0.0311565 | Time: 1751.57 ms [2022-04-07 02:24:59 main:574] : INFO : Epoch 1730 | loss: 0.0311393 | val_loss: 0.0311548 | Time: 1741.4 ms [2022-04-07 02:25:01 main:574] : INFO : Epoch 1731 | loss: 0.0311387 | val_loss: 0.0311606 | Time: 1860.26 ms [2022-04-07 02:25:03 main:574] : INFO : Epoch 1732 | loss: 0.0311398 | val_loss: 0.0311573 | Time: 1820.84 ms [2022-04-07 02:25:05 main:574] : INFO : Epoch 1733 | loss: 0.0311393 | val_loss: 0.031157 | Time: 1819.53 ms [2022-04-07 02:25:07 main:574] : INFO : Epoch 1734 | loss: 0.0311399 | val_loss: 0.0311543 | Time: 1841.84 ms [2022-04-07 02:25:08 main:574] : INFO : Epoch 1735 | loss: 0.031143 | val_loss: 0.0311579 | Time: 1823.47 ms [2022-04-07 02:25:10 main:574] : INFO : Epoch 1736 | loss: 0.0311416 | val_loss: 0.0311574 | Time: 1826.73 ms [2022-04-07 02:25:12 main:574] : INFO : Epoch 1737 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 1780.06 ms [2022-04-07 02:25:14 main:574] : INFO : Epoch 1738 | loss: 0.031142 | val_loss: 0.0311549 | Time: 1987.65 ms [2022-04-07 02:25:16 main:574] : INFO : Epoch 1739 | loss: 0.0311407 | val_loss: 0.0311568 | Time: 1845.73 ms [2022-04-07 02:25:18 main:574] : INFO : Epoch 1740 | loss: 0.0311412 | val_loss: 0.0311573 | Time: 1813.5 ms [2022-04-07 02:25:20 main:574] : INFO : Epoch 1741 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 1824.5 ms [2022-04-07 02:25:21 main:574] : INFO : Epoch 1742 | loss: 0.0311386 | val_loss: 0.0311559 | Time: 1787.87 ms [2022-04-07 02:25:23 main:574] : INFO : Epoch 1743 | loss: 0.0311387 | val_loss: 0.0311551 | Time: 1777.65 ms [2022-04-07 02:25:25 main:574] : INFO : Epoch 1744 | loss: 0.03114 | val_loss: 0.0311561 | Time: 1773.76 ms [2022-04-07 02:25:27 main:574] : INFO : Epoch 1745 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 1782.08 ms [2022-04-07 02:25:29 main:574] : INFO : Epoch 1746 | loss: 0.031142 | val_loss: 0.0311579 | Time: 1756.97 ms [2022-04-07 02:25:30 main:574] : INFO : Epoch 1747 | loss: 0.0311425 | val_loss: 0.0311551 | Time: 1796.55 ms [2022-04-07 02:25:32 main:574] : INFO : Epoch 1748 | loss: 0.0311399 | val_loss: 0.0311557 | Time: 1783.09 ms [2022-04-07 02:25:34 main:574] : INFO : Epoch 1749 | loss: 0.0311404 | val_loss: 0.0311541 | Time: 1768.53 ms [2022-04-07 02:25:36 main:574] : INFO : Epoch 1750 | loss: 0.0311499 | val_loss: 0.031159 | Time: 1815.65 ms [2022-04-07 02:25:38 main:574] : INFO : Epoch 1751 | loss: 0.0311554 | val_loss: 0.0311591 | Time: 1812.34 ms [2022-04-07 02:25:39 main:574] : INFO : Epoch 1752 | loss: 0.0311521 | val_loss: 0.0311577 | Time: 1898.64 ms [2022-04-07 02:25:41 main:574] : INFO : Epoch 1753 | loss: 0.0311505 | val_loss: 0.0311556 | Time: 1820.24 ms [2022-04-07 02:25:43 main:574] : INFO : Epoch 1754 | loss: 0.0311486 | val_loss: 0.0311529 | Time: 1827.04 ms [2022-04-07 02:25:45 main:574] : INFO : Epoch 1755 | loss: 0.0311479 | val_loss: 0.031161 | Time: 1832.63 ms [2022-04-07 02:25:47 main:574] : INFO : Epoch 1756 | loss: 0.0311482 | val_loss: 0.031157 | Time: 1838.84 ms [2022-04-07 02:25:49 main:574] : INFO : Epoch 1757 | loss: 0.0311461 | val_loss: 0.0311534 | Time: 1825.89 ms [2022-04-07 02:25:51 main:574] : INFO : Epoch 1758 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1829.76 ms [2022-04-07 02:25:52 main:574] : INFO : Epoch 1759 | loss: 0.0311486 | val_loss: 0.0311566 | Time: 1865.98 ms [2022-04-07 02:25:54 main:574] : INFO : Epoch 1760 | loss: 0.0311439 | val_loss: 0.0311534 | Time: 1849.74 ms [2022-04-07 02:25:56 main:574] : INFO : Epoch 1761 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 1877.43 ms [2022-04-07 02:25:58 main:574] : INFO : Epoch 1762 | loss: 0.0311486 | val_loss: 0.0311563 | Time: 1824.1 ms [2022-04-07 02:26:00 main:574] : INFO : Epoch 1763 | loss: 0.0311481 | val_loss: 0.0311537 | Time: 1821.4 ms [2022-04-07 02:26:02 main:574] : INFO : Epoch 1764 | loss: 0.0311453 | val_loss: 0.0311542 | Time: 1826.25 ms [2022-04-07 02:26:04 main:574] : INFO : Epoch 1765 | loss: 0.0311449 | val_loss: 0.0311549 | Time: 1831.66 ms [2022-04-07 02:26:05 main:574] : INFO : Epoch 1766 | loss: 0.0311462 | val_loss: 0.0311543 | Time: 1831.47 ms [2022-04-07 02:26:07 main:574] : INFO : Epoch 1767 | loss: 0.0311455 | val_loss: 0.0311547 | Time: 1839.5 ms [2022-04-07 02:26:09 main:574] : INFO : Epoch 1768 | loss: 0.0311447 | val_loss: 0.0311566 | Time: 1819.57 ms [2022-04-07 02:26:11 main:574] : INFO : Epoch 1769 | loss: 0.0311454 | val_loss: 0.0311551 | Time: 1910.97 ms [2022-04-07 02:26:13 main:574] : INFO : Epoch 1770 | loss: 0.0311457 | val_loss: 0.0311545 | Time: 1830.28 ms [2022-04-07 02:26:15 main:574] : INFO : Epoch 1771 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 1844.39 ms [2022-04-07 02:26:17 main:574] : INFO : Epoch 1772 | loss: 0.0311447 | val_loss: 0.0311563 | Time: 1999.52 ms [2022-04-07 02:26:19 main:574] : INFO : Epoch 1773 | loss: 0.0311456 | val_loss: 0.0311561 | Time: 2470.61 ms [2022-04-07 02:26:22 main:574] : INFO : Epoch 1774 | loss: 0.031142 | val_loss: 0.0311543 | Time: 2368.01 ms [2022-04-07 02:26:24 main:574] : INFO : Epoch 1775 | loss: 0.031144 | val_loss: 0.0311574 | Time: 2124.53 ms [2022-04-07 02:26:26 main:574] : INFO : Epoch 1776 | loss: 0.0311415 | val_loss: 0.0311537 | Time: 2027.57 ms [2022-04-07 02:26:28 main:574] : INFO : Epoch 1777 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 1921.21 ms [2022-04-07 02:26:30 main:574] : INFO : Epoch 1778 | loss: 0.0311446 | val_loss: 0.0311547 | Time: 1781.91 ms [2022-04-07 02:26:31 main:574] : INFO : Epoch 1779 | loss: 0.0311519 | val_loss: 0.0311565 | Time: 1803.39 ms [2022-04-07 02:26:33 main:574] : INFO : Epoch 1780 | loss: 0.0311509 | val_loss: 0.0311562 | Time: 1820.63 ms [2022-04-07 02:26:35 main:574] : INFO : Epoch 1781 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 1844.28 ms [2022-04-07 02:26:37 main:574] : INFO : Epoch 1782 | loss: 0.031151 | val_loss: 0.031157 | Time: 1793.4 ms [2022-04-07 02:26:39 main:574] : INFO : Epoch 1783 | loss: 0.03115 | val_loss: 0.0311568 | Time: 1824.25 ms [2022-04-07 02:26:40 main:574] : INFO : Epoch 1784 | loss: 0.0311473 | val_loss: 0.0311542 | Time: 1764.59 ms [2022-04-07 02:26:42 main:574] : INFO : Epoch 1785 | loss: 0.0311469 | val_loss: 0.031159 | Time: 1773.92 ms [2022-04-07 02:26:44 main:574] : INFO : Epoch 1786 | loss: 0.0311472 | val_loss: 0.0311541 | Time: 1906.5 ms [2022-04-07 02:26:46 main:574] : INFO : Epoch 1787 | loss: 0.0311483 | val_loss: 0.0311579 | Time: 1828.27 ms [2022-04-07 02:26:48 main:574] : INFO : Epoch 1788 | loss: 0.0311488 | val_loss: 0.0311598 | Time: 1801.23 ms [2022-04-07 02:26:50 main:574] : INFO : Epoch 1789 | loss: 0.031148 | val_loss: 0.031158 | Time: 1870.62 ms [2022-04-07 02:26:52 main:574] : INFO : Epoch 1790 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 1894.38 ms [2022-04-07 02:26:53 main:574] : INFO : Epoch 1791 | loss: 0.0311493 | val_loss: 0.0311558 | Time: 1769.33 ms [2022-04-07 02:26:55 main:574] : INFO : Epoch 1792 | loss: 0.0311524 | val_loss: 0.0311638 | Time: 1795.43 ms [2022-04-07 02:26:57 main:574] : INFO : Epoch 1793 | loss: 0.0311466 | val_loss: 0.0311561 | Time: 1804.97 ms [2022-04-07 02:26:59 main:574] : INFO : Epoch 1794 | loss: 0.0311459 | val_loss: 0.0311591 | Time: 1793.07 ms [2022-04-07 02:27:01 main:574] : INFO : Epoch 1795 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 1748.4 ms [2022-04-07 02:27:02 main:574] : INFO : Epoch 1796 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 1782.95 ms [2022-04-07 02:27:04 main:574] : INFO : Epoch 1797 | loss: 0.0311453 | val_loss: 0.031158 | Time: 1784.2 ms [2022-04-07 02:27:06 main:574] : INFO : Epoch 1798 | loss: 0.0311453 | val_loss: 0.0311579 | Time: 1762.32 ms [2022-04-07 02:27:08 main:574] : INFO : Epoch 1799 | loss: 0.0311462 | val_loss: 0.0311587 | Time: 1768.69 ms [2022-04-07 02:27:09 main:574] : INFO : Epoch 1800 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 1775.66 ms [2022-04-07 02:27:11 main:574] : INFO : Epoch 1801 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 1829.03 ms [2022-04-07 02:27:13 main:574] : INFO : Epoch 1802 | loss: 0.0311473 | val_loss: 0.0311569 | Time: 1803.06 ms [2022-04-07 02:27:15 main:574] : INFO : Epoch 1803 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 1770.71 ms [2022-04-07 02:27:17 main:574] : INFO : Epoch 1804 | loss: 0.0311575 | val_loss: 0.0311614 | Time: 1796.24 ms [2022-04-07 02:27:18 main:574] : INFO : Epoch 1805 | loss: 0.0311525 | val_loss: 0.031159 | Time: 1760.55 ms [2022-04-07 02:27:20 main:574] : INFO : Epoch 1806 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 1802.68 ms [2022-04-07 02:27:22 main:574] : INFO : Epoch 1807 | loss: 0.031153 | val_loss: 0.0311606 | Time: 1832.03 ms [2022-04-07 02:27:24 main:574] : INFO : Epoch 1808 | loss: 0.0311501 | val_loss: 0.0311611 | Time: 1840.76 ms [2022-04-07 02:27:26 main:574] : INFO : Epoch 1809 | loss: 0.0311495 | val_loss: 0.0311568 | Time: 1896 ms [2022-04-07 02:27:28 main:574] : INFO : Epoch 1810 | loss: 0.0311485 | val_loss: 0.0311614 | Time: 1840.15 ms [2022-04-07 02:27:30 main:574] : INFO : Epoch 1811 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 1939.58 ms [2022-04-07 02:27:32 main:574] : INFO : Epoch 1812 | loss: 0.0311476 | val_loss: 0.0311616 | Time: 2471.96 ms [2022-04-07 02:27:35 main:574] : INFO : Epoch 1813 | loss: 0.0311471 | val_loss: 0.0311592 | Time: 2334.01 ms [2022-04-07 02:27:36 main:574] : INFO : Epoch 1814 | loss: 0.0311481 | val_loss: 0.0311585 | Time: 1893.63 ms [2022-04-07 02:27:38 main:574] : INFO : Epoch 1815 | loss: 0.0311467 | val_loss: 0.0311579 | Time: 1813.03 ms [2022-04-07 02:27:40 main:574] : INFO : Epoch 1816 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 1844.48 ms [2022-04-07 02:27:42 main:574] : INFO : Epoch 1817 | loss: 0.031148 | val_loss: 0.0311593 | Time: 1797.37 ms [2022-04-07 02:27:44 main:574] : INFO : Epoch 1818 | loss: 0.0311469 | val_loss: 0.0311554 | Time: 1768.9 ms [2022-04-07 02:27:46 main:574] : INFO : Epoch 1819 | loss: 0.0311449 | val_loss: 0.0311575 | Time: 1772.66 ms [2022-04-07 02:27:47 main:574] : INFO : Epoch 1820 | loss: 0.0311456 | val_loss: 0.0311604 | Time: 1756.38 ms [2022-04-07 02:27:49 main:574] : INFO : Epoch 1821 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 1807.22 ms [2022-04-07 02:27:51 main:574] : INFO : Epoch 1822 | loss: 0.0311447 | val_loss: 0.0311575 | Time: 1824.14 ms [2022-04-07 02:27:53 main:574] : INFO : Epoch 1823 | loss: 0.0311441 | val_loss: 0.031158 | Time: 1784.59 ms [2022-04-07 02:27:55 main:574] : INFO : Epoch 1824 | loss: 0.0311439 | val_loss: 0.0311575 | Time: 1792.42 ms [2022-04-07 02:27:56 main:574] : INFO : Epoch 1825 | loss: 0.0311462 | val_loss: 0.0311579 | Time: 1787.47 ms [2022-04-07 02:27:58 main:574] : INFO : Epoch 1826 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 1764.94 ms [2022-04-07 02:28:00 main:574] : INFO : Epoch 1827 | loss: 0.0311477 | val_loss: 0.0311588 | Time: 1797.72 ms [2022-04-07 02:28:02 main:574] : INFO : Epoch 1828 | loss: 0.031149 | val_loss: 0.0311562 | Time: 1774.82 ms [2022-04-07 02:28:03 main:574] : INFO : Epoch 1829 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 1767.17 ms [2022-04-07 02:28:05 main:574] : INFO : Epoch 1830 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 1759.75 ms [2022-04-07 02:28:07 main:574] : INFO : Epoch 1831 | loss: 0.0311484 | val_loss: 0.0311599 | Time: 1740.47 ms [2022-04-07 02:28:09 main:574] : INFO : Epoch 1832 | loss: 0.0311507 | val_loss: 0.0311632 | Time: 1751.01 ms [2022-04-07 02:28:11 main:574] : INFO : Epoch 1833 | loss: 0.0311527 | val_loss: 0.031162 | Time: 1756.74 ms [2022-04-07 02:28:12 main:574] : INFO : Epoch 1834 | loss: 0.0311566 | val_loss: 0.0311616 | Time: 1802.35 ms [2022-04-07 02:28:14 main:574] : INFO : Epoch 1835 | loss: 0.0311534 | val_loss: 0.0311599 | Time: 1756.33 ms [2022-04-07 02:28:16 main:574] : INFO : Epoch 1836 | loss: 0.0311528 | val_loss: 0.0311583 | Time: 1746.13 ms [2022-04-07 02:28:18 main:574] : INFO : Epoch 1837 | loss: 0.0311514 | val_loss: 0.0311584 | Time: 1795.39 ms [2022-04-07 02:28:19 main:574] : INFO : Epoch 1838 | loss: 0.0311513 | val_loss: 0.0311604 | Time: 1760.67 ms [2022-04-07 02:28:21 main:574] : INFO : Epoch 1839 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 1801.07 ms [2022-04-07 02:28:23 main:574] : INFO : Epoch 1840 | loss: 0.0311548 | val_loss: 0.0311598 | Time: 1763.33 ms [2022-04-07 02:28:25 main:574] : INFO : Epoch 1841 | loss: 0.0311508 | val_loss: 0.0311566 | Time: 1779.34 ms [2022-04-07 02:28:27 main:574] : INFO : Epoch 1842 | loss: 0.0311497 | val_loss: 0.0311609 | Time: 1768.93 ms [2022-04-07 02:28:28 main:574] : INFO : Epoch 1843 | loss: 0.0311524 | val_loss: 0.031156 | Time: 1766.31 ms [2022-04-07 02:28:30 main:574] : INFO : Epoch 1844 | loss: 0.0311528 | val_loss: 0.0311593 | Time: 1745.76 ms [2022-04-07 02:28:32 main:574] : INFO : Epoch 1845 | loss: 0.0311573 | val_loss: 0.031157 | Time: 1775.19 ms [2022-04-07 02:28:34 main:574] : INFO : Epoch 1846 | loss: 0.0311524 | val_loss: 0.0311571 | Time: 1821.98 ms [2022-04-07 02:28:36 main:574] : INFO : Epoch 1847 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 1797.26 ms [2022-04-07 02:28:37 main:574] : INFO : Epoch 1848 | loss: 0.031156 | val_loss: 0.031158 | Time: 1774.62 ms [2022-04-07 02:28:39 main:574] : INFO : Epoch 1849 | loss: 0.0311493 | val_loss: 0.0311574 | Time: 1780.29 ms [2022-04-07 02:28:41 main:574] : INFO : Epoch 1850 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 1802.18 ms [2022-04-07 02:28:43 main:574] : INFO : Epoch 1851 | loss: 0.0311497 | val_loss: 0.0311562 | Time: 1742.24 ms [2022-04-07 02:28:44 main:574] : INFO : Epoch 1852 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 1792.91 ms [2022-04-07 02:28:46 main:574] : INFO : Epoch 1853 | loss: 0.0311485 | val_loss: 0.0311579 | Time: 1770.34 ms [2022-04-07 02:28:48 main:574] : INFO : Epoch 1854 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 1782.81 ms [2022-04-07 02:28:50 main:574] : INFO : Epoch 1855 | loss: 0.0311614 | val_loss: 0.03118 | Time: 1779.52 ms [2022-04-07 02:28:52 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.031169 | Time: 1778.51 ms [2022-04-07 02:28:53 main:574] : INFO : Epoch 1857 | loss: 0.0311627 | val_loss: 0.0311654 | Time: 1748.09 ms [2022-04-07 02:28:55 main:574] : INFO : Epoch 1858 | loss: 0.0311619 | val_loss: 0.0311648 | Time: 1753.69 ms [2022-04-07 02:28:57 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.0311693 | Time: 1754.92 ms [2022-04-07 02:28:59 main:574] : INFO : Epoch 1860 | loss: 0.0311675 | val_loss: 0.0311654 | Time: 1778.95 ms [2022-04-07 02:29:00 main:574] : INFO : Epoch 1861 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 1762.78 ms [2022-04-07 02:29:02 main:574] : INFO : Epoch 1862 | loss: 0.0311577 | val_loss: 0.0311637 | Time: 1796.5 ms [2022-04-07 02:29:04 main:574] : INFO : Epoch 1863 | loss: 0.031155 | val_loss: 0.0311617 | Time: 1770.2 ms [2022-04-07 02:29:06 main:574] : INFO : Epoch 1864 | loss: 0.0311547 | val_loss: 0.0311617 | Time: 1740.83 ms [2022-04-07 02:29:08 main:574] : INFO : Epoch 1865 | loss: 0.031153 | val_loss: 0.0311624 | Time: 1752.33 ms [2022-04-07 02:29:09 main:574] : INFO : Epoch 1866 | loss: 0.0311526 | val_loss: 0.0311625 | Time: 1746.34 ms [2022-04-07 02:29:11 main:574] : INFO : Epoch 1867 | loss: 0.0311567 | val_loss: 0.0311619 | Time: 1786.29 ms [2022-04-07 02:29:13 main:574] : INFO : Epoch 1868 | loss: 0.0311561 | val_loss: 0.0311613 | Time: 1802.15 ms [2022-04-07 02:29:15 main:574] : INFO : Epoch 1869 | loss: 0.0311547 | val_loss: 0.0311599 | Time: 1777.33 ms [2022-04-07 02:29:16 main:574] : INFO : Epoch 1870 | loss: 0.031154 | val_loss: 0.0311635 | Time: 1756.51 ms [2022-04-07 02:29:18 main:574] : INFO : Epoch 1871 | loss: 0.0311543 | val_loss: 0.0311624 | Time: 1752.08 ms [2022-04-07 02:29:20 main:574] : INFO : Epoch 1872 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 1769.95 ms [2022-04-07 02:29:22 main:574] : INFO : Epoch 1873 | loss: 0.0311529 | val_loss: 0.0311608 | Time: 1776.89 ms [2022-04-07 02:29:24 main:574] : INFO : Epoch 1874 | loss: 0.0311516 | val_loss: 0.0311603 | Time: 1776.61 ms [2022-04-07 02:29:25 main:574] : INFO : Epoch 1875 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 1760.43 ms [2022-04-07 02:29:27 main:574] : INFO : Epoch 1876 | loss: 0.0311541 | val_loss: 0.0311611 | Time: 1771.91 ms [2022-04-07 02:29:29 main:574] : INFO : Epoch 1877 | loss: 0.0311533 | val_loss: 0.0311629 | Time: 1772.22 ms [2022-04-07 02:29:31 main:574] : INFO : Epoch 1878 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 1785.72 ms [2022-04-07 02:29:32 main:574] : INFO : Epoch 1879 | loss: 0.0311527 | val_loss: 0.0311599 | Time: 1779.75 ms [2022-04-07 02:29:34 main:574] : INFO : Epoch 1880 | loss: 0.0311519 | val_loss: 0.031161 | Time: 1769.68 ms [2022-04-07 02:29:36 main:574] : INFO : Epoch 1881 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 1765.93 ms [2022-04-07 02:29:38 main:574] : INFO : Epoch 1882 | loss: 0.0311607 | val_loss: 0.0311649 | Time: 1813.25 ms [2022-04-07 02:29:40 main:574] : INFO : Epoch 1883 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 1773.13 ms [2022-04-07 02:29:41 main:574] : INFO : Epoch 1884 | loss: 0.0311556 | val_loss: 0.0311605 | Time: 1790.6 ms [2022-04-07 02:29:43 main:574] : INFO : Epoch 1885 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 1771.57 ms [2022-04-07 02:29:45 main:574] : INFO : Epoch 1886 | loss: 0.0311569 | val_loss: 0.031159 | Time: 1774.48 ms [2022-04-07 02:29:47 main:574] : INFO : Epoch 1887 | loss: 0.0311545 | val_loss: 0.0311602 | Time: 1785.26 ms [2022-04-07 02:29:49 main:574] : INFO : Epoch 1888 | loss: 0.0311547 | val_loss: 0.0311612 | Time: 1752.02 ms [2022-04-07 02:29:50 main:574] : INFO : Epoch 1889 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 1813.74 ms [2022-04-07 02:29:52 main:574] : INFO : Epoch 1890 | loss: 0.0311554 | val_loss: 0.0311583 | Time: 1757.54 ms [2022-04-07 02:29:54 main:574] : INFO : Epoch 1891 | loss: 0.0311556 | val_loss: 0.0311598 | Time: 1757.64 ms [2022-04-07 02:29:56 main:574] : INFO : Epoch 1892 | loss: 0.0311555 | val_loss: 0.0311582 | Time: 1781.43 ms [2022-04-07 02:29:57 main:574] : INFO : Epoch 1893 | loss: 0.0311552 | val_loss: 0.0311611 | Time: 1770.43 ms [2022-04-07 02:29:59 main:574] : INFO : Epoch 1894 | loss: 0.0311561 | val_loss: 0.0311613 | Time: 1774.48 ms [2022-04-07 02:30:01 main:574] : INFO : Epoch 1895 | loss: 0.031154 | val_loss: 0.031158 | Time: 1795.59 ms [2022-04-07 02:30:03 main:574] : INFO : Epoch 1896 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 1753.03 ms [2022-04-07 02:30:05 main:574] : INFO : Epoch 1897 | loss: 0.0311582 | val_loss: 0.0311612 | Time: 1777.96 ms [2022-04-07 02:30:06 main:574] : INFO : Epoch 1898 | loss: 0.0311558 | val_loss: 0.0311585 | Time: 1775.64 ms [2022-04-07 02:30:08 main:574] : INFO : Epoch 1899 | loss: 0.0311535 | val_loss: 0.0311623 | Time: 1748.18 ms [2022-04-07 02:30:10 main:574] : INFO : Epoch 1900 | loss: 0.0311521 | val_loss: 0.0311616 | Time: 1768.62 ms [2022-04-07 02:30:12 main:574] : INFO : Epoch 1901 | loss: 0.0311512 | val_loss: 0.0311589 | Time: 1775.94 ms [2022-04-07 02:30:13 main:574] : INFO : Epoch 1902 | loss: 0.0311522 | val_loss: 0.0311626 | Time: 1759.23 ms [2022-04-07 02:30:15 main:574] : INFO : Epoch 1903 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 1785.32 ms [2022-04-07 02:30:17 main:574] : INFO : Epoch 1904 | loss: 0.0311535 | val_loss: 0.0311603 | Time: 1784.07 ms [2022-04-07 02:30:19 main:574] : INFO : Epoch 1905 | loss: 0.0311537 | val_loss: 0.0311609 | Time: 1801.81 ms [2022-04-07 02:30:21 main:574] : INFO : Epoch 1906 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 1785.92 ms [2022-04-07 02:30:22 main:574] : INFO : Epoch 1907 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 1750.2 ms [2022-04-07 02:30:24 main:574] : INFO : Epoch 1908 | loss: 0.0311543 | val_loss: 0.0311601 | Time: 1755.79 ms [2022-04-07 02:30:26 main:574] : INFO : Epoch 1909 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 1859.6 ms [2022-04-07 02:30:28 main:574] : INFO : Epoch 1910 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 1789.15 ms [2022-04-07 02:30:30 main:574] : INFO : Epoch 1911 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 1743.28 ms [2022-04-07 02:30:31 main:574] : INFO : Epoch 1912 | loss: 0.0311512 | val_loss: 0.0311593 | Time: 1768.23 ms [2022-04-07 02:30:33 main:574] : INFO : Epoch 1913 | loss: 0.0311499 | val_loss: 0.0311622 | Time: 1808.55 ms [2022-04-07 02:30:35 main:574] : INFO : Epoch 1914 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 1793.07 ms [2022-04-07 02:30:37 main:574] : INFO : Epoch 1915 | loss: 0.031152 | val_loss: 0.0311584 | Time: 1795.72 ms [2022-04-07 02:30:39 main:574] : INFO : Epoch 1916 | loss: 0.0311511 | val_loss: 0.0311584 | Time: 1790.94 ms [2022-04-07 02:30:40 main:574] : INFO : Epoch 1917 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 1768.95 ms [2022-04-07 02:30:42 main:574] : INFO : Epoch 1918 | loss: 0.0311546 | val_loss: 0.0311606 | Time: 1775.62 ms [2022-04-07 02:30:44 main:574] : INFO : Epoch 1919 | loss: 0.0311517 | val_loss: 0.0311582 | Time: 1782 ms [2022-04-07 02:30:46 main:574] : INFO : Epoch 1920 | loss: 0.0311513 | val_loss: 0.031156 | Time: 1764.01 ms [2022-04-07 02:30:48 main:574] : INFO : Epoch 1921 | loss: 0.0311508 | val_loss: 0.031157 | Time: 1790.44 ms [2022-04-07 02:30:49 main:574] : INFO : Epoch 1922 | loss: 0.0311503 | val_loss: 0.0311547 | Time: 1746.11 ms [2022-04-07 02:30:51 main:574] : INFO : Epoch 1923 | loss: 0.0311486 | val_loss: 0.0311561 | Time: 1791.8 ms [2022-04-07 02:30:53 main:574] : INFO : Epoch 1924 | loss: 0.03115 | val_loss: 0.031157 | Time: 1807.92 ms [2022-04-07 02:30:55 main:574] : INFO : Epoch 1925 | loss: 0.0311515 | val_loss: 0.0311601 | Time: 1811.65 ms [2022-04-07 02:30:56 main:574] : INFO : Epoch 1926 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 1785.48 ms [2022-04-07 02:30:58 main:574] : INFO : Epoch 1927 | loss: 0.0311526 | val_loss: 0.031161 | Time: 1795.38 ms [2022-04-07 02:31:00 main:574] : INFO : Epoch 1928 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 1754.63 ms [2022-04-07 02:31:02 main:574] : INFO : Epoch 1929 | loss: 0.0311662 | val_loss: 0.0311669 | Time: 1741.45 ms [2022-04-07 02:31:04 main:574] : INFO : Epoch 1930 | loss: 0.031164 | val_loss: 0.0311655 | Time: 1776.07 ms [2022-04-07 02:31:05 main:574] : INFO : Epoch 1931 | loss: 0.0311646 | val_loss: 0.0311629 | Time: 1741.78 ms [2022-04-07 02:31:07 main:574] : INFO : Epoch 1932 | loss: 0.031163 | val_loss: 0.0311661 | Time: 1782.03 ms [2022-04-07 02:31:09 main:574] : INFO : Epoch 1933 | loss: 0.0311616 | val_loss: 0.0311656 | Time: 1785.7 ms [2022-04-07 02:31:11 main:574] : INFO : Epoch 1934 | loss: 0.0311604 | val_loss: 0.0311637 | Time: 1769.11 ms [2022-04-07 02:31:12 main:574] : INFO : Epoch 1935 | loss: 0.0311613 | val_loss: 0.0311661 | Time: 1740.81 ms [2022-04-07 02:31:14 main:574] : INFO : Epoch 1936 | loss: 0.0311611 | val_loss: 0.0311619 | Time: 1768.95 ms [2022-04-07 02:31:16 main:574] : INFO : Epoch 1937 | loss: 0.0311586 | val_loss: 0.031163 | Time: 1779.93 ms [2022-04-07 02:31:18 main:574] : INFO : Epoch 1938 | loss: 0.0311574 | val_loss: 0.0311621 | Time: 1775.31 ms [2022-04-07 02:31:20 main:574] : INFO : Epoch 1939 | loss: 0.0311576 | val_loss: 0.0311626 | Time: 1741.62 ms [2022-04-07 02:31:21 main:574] : INFO : Epoch 1940 | loss: 0.0311574 | val_loss: 0.0311609 | Time: 1760.93 ms [2022-04-07 02:31:23 main:574] : INFO : Epoch 1941 | loss: 0.0311574 | val_loss: 0.0311608 | Time: 1768.69 ms [2022-04-07 02:31:25 main:574] : INFO : Epoch 1942 | loss: 0.0311565 | val_loss: 0.0311606 | Time: 1781.75 ms [2022-04-07 02:31:27 main:574] : INFO : Epoch 1943 | loss: 0.0311561 | val_loss: 0.0311629 | Time: 1768.81 ms [2022-04-07 02:31:28 main:574] : INFO : Epoch 1944 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 1749.43 ms [2022-04-07 02:31:30 main:574] : INFO : Epoch 1945 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1786.21 ms [2022-04-07 02:31:32 main:574] : INFO : Epoch 1946 | loss: 0.0311592 | val_loss: 0.0311623 | Time: 1777.51 ms [2022-04-07 02:31:34 main:574] : INFO : Epoch 1947 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 1794.07 ms [2022-04-07 02:31:36 main:574] : INFO : Epoch 1948 | loss: 0.0311589 | val_loss: 0.0311625 | Time: 1781.59 ms [2022-04-07 02:31:37 main:574] : INFO : Epoch 1949 | loss: 0.0311579 | val_loss: 0.0311631 | Time: 1786.99 ms [2022-04-07 02:31:39 main:574] : INFO : Epoch 1950 | loss: 0.0311565 | val_loss: 0.0311615 | Time: 1773.87 ms [2022-04-07 02:31:41 main:574] : INFO : Epoch 1951 | loss: 0.0311556 | val_loss: 0.031164 | Time: 1742.94 ms [2022-04-07 02:31:43 main:574] : INFO : Epoch 1952 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 1793.54 ms [2022-04-07 02:31:45 main:574] : INFO : Epoch 1953 | loss: 0.0311588 | val_loss: 0.0311627 | Time: 1781.73 ms [2022-04-07 02:31:46 main:574] : INFO : Epoch 1954 | loss: 0.0311566 | val_loss: 0.0311615 | Time: 1800.11 ms [2022-04-07 02:31:48 main:574] : INFO : Epoch 1955 | loss: 0.0311564 | val_loss: 0.0311614 | Time: 1784.86 ms [2022-04-07 02:31:50 main:574] : INFO : Epoch 1956 | loss: 0.0311573 | val_loss: 0.0311636 | Time: 1765.84 ms [2022-04-07 02:31:52 main:574] : INFO : Epoch 1957 | loss: 0.0311566 | val_loss: 0.0311613 | Time: 1776.78 ms [2022-04-07 02:31:53 main:574] : INFO : Epoch 1958 | loss: 0.0311575 | val_loss: 0.0311634 | Time: 1777.29 ms [2022-04-07 02:31:55 main:574] : INFO : Epoch 1959 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 1743.09 ms [2022-04-07 02:31:57 main:574] : INFO : Epoch 1960 | loss: 0.0311564 | val_loss: 0.0311617 | Time: 1772.16 ms [2022-04-07 02:31:59 main:574] : INFO : Epoch 1961 | loss: 0.031157 | val_loss: 0.0311641 | Time: 1766.76 ms [2022-04-07 02:32:01 main:574] : INFO : Epoch 1962 | loss: 0.031156 | val_loss: 0.0311613 | Time: 1797.02 ms [2022-04-07 02:32:02 main:574] : INFO : Epoch 1963 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 1746.38 ms [2022-04-07 02:32:04 main:574] : INFO : Epoch 1964 | loss: 0.0311554 | val_loss: 0.0311627 | Time: 1776.09 ms [2022-04-07 02:32:06 main:574] : INFO : Epoch 1965 | loss: 0.0311559 | val_loss: 0.0311635 | Time: 1786.6 ms [2022-04-07 02:32:08 main:574] : INFO : Epoch 1966 | loss: 0.0311576 | val_loss: 0.0311678 | Time: 1782.37 ms [2022-04-07 02:32:09 main:574] : INFO : Epoch 1967 | loss: 0.0311565 | val_loss: 0.0311641 | Time: 1763.57 ms [2022-04-07 02:32:11 main:574] : INFO : Epoch 1968 | loss: 0.0311572 | val_loss: 0.0311626 | Time: 1767.09 ms [2022-04-07 02:32:13 main:574] : INFO : Epoch 1969 | loss: 0.0311554 | val_loss: 0.0311641 | Time: 1798.46 ms [2022-04-07 02:32:15 main:574] : INFO : Epoch 1970 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 1758.04 ms [2022-04-07 02:32:17 main:574] : INFO : Epoch 1971 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 1800.93 ms [2022-04-07 02:32:18 main:574] : INFO : Epoch 1972 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 1775.08 ms [2022-04-07 02:32:20 main:574] : INFO : Epoch 1973 | loss: 0.0311539 | val_loss: 0.0311627 | Time: 1769.52 ms [2022-04-07 02:32:22 main:574] : INFO : Epoch 1974 | loss: 0.0311548 | val_loss: 0.0311655 | Time: 1777.4 ms [2022-04-07 02:32:24 main:574] : INFO : Epoch 1975 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 1773.42 ms [2022-04-07 02:32:26 main:574] : INFO : Epoch 1976 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 1784.56 ms [2022-04-07 02:32:27 main:574] : INFO : Epoch 1977 | loss: 0.0311544 | val_loss: 0.0311586 | Time: 1793.38 ms [2022-04-07 02:32:29 main:574] : INFO : Epoch 1978 | loss: 0.0311542 | val_loss: 0.0311609 | Time: 1765.85 ms [2022-04-07 02:32:31 main:574] : INFO : Epoch 1979 | loss: 0.0311581 | val_loss: 0.0311611 | Time: 1779.52 ms [2022-04-07 02:32:33 main:574] : INFO : Epoch 1980 | loss: 0.0311545 | val_loss: 0.0311589 | Time: 1759.6 ms [2022-04-07 02:32:34 main:574] : INFO : Epoch 1981 | loss: 0.0311543 | val_loss: 0.0311633 | Time: 1769.48 ms [2022-04-07 02:32:36 main:574] : INFO : Epoch 1982 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 1786.1 ms [2022-04-07 02:32:38 main:574] : INFO : Epoch 1983 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 1747.87 ms [2022-04-07 02:32:40 main:574] : INFO : Epoch 1984 | loss: 0.0311574 | val_loss: 0.0311603 | Time: 1749.51 ms [2022-04-07 02:32:42 main:574] : INFO : Epoch 1985 | loss: 0.0311554 | val_loss: 0.0311591 | Time: 1807.12 ms [2022-04-07 02:32:43 main:574] : INFO : Epoch 1986 | loss: 0.031154 | val_loss: 0.0311586 | Time: 1778.63 ms [2022-04-07 02:32:45 main:574] : INFO : Epoch 1987 | loss: 0.0311549 | val_loss: 0.0311584 | Time: 1754.76 ms [2022-04-07 02:32:47 main:574] : INFO : Epoch 1988 | loss: 0.0311553 | val_loss: 0.0311575 | Time: 1790.21 ms [2022-04-07 02:32:49 main:574] : INFO : Epoch 1989 | loss: 0.0311536 | val_loss: 0.031158 | Time: 1777.75 ms [2022-04-07 02:32:50 main:574] : INFO : Epoch 1990 | loss: 0.0311538 | val_loss: 0.0311595 | Time: 1763.99 ms [2022-04-07 02:32:52 main:574] : INFO : Epoch 1991 | loss: 0.0311544 | val_loss: 0.0311572 | Time: 1774.01 ms [2022-04-07 02:32:54 main:574] : INFO : Epoch 1992 | loss: 0.0311541 | val_loss: 0.0311595 | Time: 1787.9 ms [2022-04-07 02:32:56 main:574] : INFO : Epoch 1993 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 1718.96 ms [2022-04-07 02:32:58 main:574] : INFO : Epoch 1994 | loss: 0.0311534 | val_loss: 0.0311594 | Time: 1757.42 ms [2022-04-07 02:32:59 main:574] : INFO : Epoch 1995 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 1761.48 ms [2022-04-07 02:33:01 main:574] : INFO : Epoch 1996 | loss: 0.0311539 | val_loss: 0.0311593 | Time: 1778.04 ms [2022-04-07 02:33:03 main:574] : INFO : Epoch 1997 | loss: 0.031153 | val_loss: 0.0311599 | Time: 1783.7 ms [2022-04-07 02:33:05 main:574] : INFO : Epoch 1998 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 1805.8 ms [2022-04-07 02:33:07 main:574] : INFO : Epoch 1999 | loss: 0.0311527 | val_loss: 0.0311623 | Time: 1848.43 ms [2022-04-07 02:33:08 main:574] : INFO : Epoch 2000 | loss: 0.0311537 | val_loss: 0.0311592 | Time: 1745.99 ms [2022-04-07 02:33:10 main:574] : INFO : Epoch 2001 | loss: 0.0311514 | val_loss: 0.03116 | Time: 1792.32 ms [2022-04-07 02:33:12 main:574] : INFO : Epoch 2002 | loss: 0.0311519 | val_loss: 0.0311573 | Time: 1759.35 ms [2022-04-07 02:33:14 main:574] : INFO : Epoch 2003 | loss: 0.0311556 | val_loss: 0.0311588 | Time: 1754.89 ms [2022-04-07 02:33:15 main:574] : INFO : Epoch 2004 | loss: 0.0311604 | val_loss: 0.0311595 | Time: 1774.54 ms [2022-04-07 02:33:17 main:574] : INFO : Epoch 2005 | loss: 0.031162 | val_loss: 0.0311625 | Time: 1748.02 ms [2022-04-07 02:33:19 main:574] : INFO : Epoch 2006 | loss: 0.0311615 | val_loss: 0.0311651 | Time: 1787.49 ms [2022-04-07 02:33:21 main:574] : INFO : Epoch 2007 | loss: 0.0311618 | val_loss: 0.0311597 | Time: 1774.49 ms [2022-04-07 02:33:23 main:574] : INFO : Epoch 2008 | loss: 0.031161 | val_loss: 0.031159 | Time: 1774.23 ms [2022-04-07 02:33:24 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311586 | Time: 1771.9 ms [2022-04-07 02:33:26 main:574] : INFO : Epoch 2010 | loss: 0.0311612 | val_loss: 0.0311606 | Time: 1755.14 ms [2022-04-07 02:33:28 main:574] : INFO : Epoch 2011 | loss: 0.0311592 | val_loss: 0.031158 | Time: 1780.84 ms [2022-04-07 02:33:30 main:574] : INFO : Epoch 2012 | loss: 0.0311595 | val_loss: 0.0311596 | Time: 1772.39 ms [2022-04-07 02:33:31 main:574] : INFO : Epoch 2013 | loss: 0.0311596 | val_loss: 0.0311574 | Time: 1781.49 ms [2022-04-07 02:33:33 main:574] : INFO : Epoch 2014 | loss: 0.0311583 | val_loss: 0.0311595 | Time: 1762.67 ms [2022-04-07 02:33:35 main:574] : INFO : Epoch 2015 | loss: 0.0311606 | val_loss: 0.0311599 | Time: 1802.83 ms [2022-04-07 02:33:37 main:574] : INFO : Epoch 2016 | loss: 0.0311603 | val_loss: 0.0311603 | Time: 1800.95 ms [2022-04-07 02:33:39 main:574] : INFO : Epoch 2017 | loss: 0.0311597 | val_loss: 0.0311602 | Time: 1772.53 ms [2022-04-07 02:33:40 main:574] : INFO : Epoch 2018 | loss: 0.0311602 | val_loss: 0.0311597 | Time: 1762.84 ms [2022-04-07 02:33:42 main:574] : INFO : Epoch 2019 | loss: 0.0311588 | val_loss: 0.0311575 | Time: 1779.57 ms [2022-04-07 02:33:44 main:574] : INFO : Epoch 2020 | loss: 0.0311592 | val_loss: 0.0311591 | Time: 1774.04 ms [2022-04-07 02:33:46 main:574] : INFO : Epoch 2021 | loss: 0.0311594 | val_loss: 0.0311601 | Time: 1756.53 ms [2022-04-07 02:33:48 main:574] : INFO : Epoch 2022 | loss: 0.0311587 | val_loss: 0.0311587 | Time: 1772.27 ms [2022-04-07 02:33:49 main:574] : INFO : Epoch 2023 | loss: 0.031159 | val_loss: 0.0311602 | Time: 1776.96 ms [2022-04-07 02:33:51 main:574] : INFO : Epoch 2024 | loss: 0.0311589 | val_loss: 0.0311604 | Time: 1762.39 ms [2022-04-07 02:33:53 main:574] : INFO : Epoch 2025 | loss: 0.0311617 | val_loss: 0.0311609 | Time: 1790.31 ms [2022-04-07 02:33:55 main:574] : INFO : Epoch 2026 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 1794.42 ms [2022-04-07 02:33:56 main:574] : INFO : Epoch 2027 | loss: 0.0311694 | val_loss: 0.0311694 | Time: 1777.21 ms [2022-04-07 02:33:58 main:574] : INFO : Epoch 2028 | loss: 0.031183 | val_loss: 0.0311831 | Time: 1801.93 ms [2022-04-07 02:34:00 main:574] : INFO : Epoch 2029 | loss: 0.0321198 | val_loss: 0.0331392 | Time: 1762.56 ms [2022-04-07 02:34:02 main:574] : INFO : Epoch 2030 | loss: 0.0326897 | val_loss: 0.031535 | Time: 1767.84 ms [2022-04-07 02:34:04 main:574] : INFO : Epoch 2031 | loss: 0.0314272 | val_loss: 0.031325 | Time: 1797 ms [2022-04-07 02:34:05 main:574] : INFO : Epoch 2032 | loss: 0.0312641 | val_loss: 0.0312302 | Time: 1755.77 ms [2022-04-07 02:34:07 main:574] : INFO : Epoch 2033 | loss: 0.0312046 | val_loss: 0.0311833 | Time: 1754.06 ms [2022-04-07 02:34:09 main:574] : INFO : Epoch 2034 | loss: 0.0311839 | val_loss: 0.0311787 | Time: 1762.51 ms [2022-04-07 02:34:11 main:574] : INFO : Epoch 2035 | loss: 0.0311785 | val_loss: 0.0311777 | Time: 1770.28 ms [2022-04-07 02:34:12 main:574] : INFO : Epoch 2036 | loss: 0.0311771 | val_loss: 0.031183 | Time: 1779.21 ms [2022-04-07 02:34:14 main:574] : INFO : Epoch 2037 | loss: 0.0311759 | val_loss: 0.0311697 | Time: 1746.25 ms [2022-04-07 02:34:16 main:574] : INFO : Epoch 2038 | loss: 0.0311704 | val_loss: 0.0311692 | Time: 1730.29 ms [2022-04-07 02:34:18 main:574] : INFO : Epoch 2039 | loss: 0.0311679 | val_loss: 0.0311653 | Time: 1770.56 ms [2022-04-07 02:34:20 main:574] : INFO : Epoch 2040 | loss: 0.0311658 | val_loss: 0.0311647 | Time: 1779.44 ms [2022-04-07 02:34:21 main:574] : INFO : Epoch 2041 | loss: 0.0311657 | val_loss: 0.0311637 | Time: 1789.45 ms [2022-04-07 02:34:23 main:574] : INFO : Epoch 2042 | loss: 0.0311662 | val_loss: 0.031163 | Time: 1750.69 ms [2022-04-07 02:34:25 main:574] : INFO : Epoch 2043 | loss: 0.0311664 | val_loss: 0.0311634 | Time: 1767.42 ms [2022-04-07 02:34:27 main:574] : INFO : Epoch 2044 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 1784.19 ms [2022-04-07 02:34:28 main:574] : INFO : Epoch 2045 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 1766.74 ms [2022-04-07 02:34:30 main:574] : INFO : Epoch 2046 | loss: 0.0311761 | val_loss: 0.0311713 | Time: 1744.15 ms [2022-04-07 02:34:32 main:574] : INFO : Epoch 2047 | loss: 0.0311743 | val_loss: 0.0311687 | Time: 1784.04 ms [2022-04-07 02:34:34 main:574] : INFO : Epoch 2048 | loss: 0.0311714 | val_loss: 0.0311662 | Time: 1761.26 ms [2022-04-07 02:34:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311662 [2022-04-07 02:34:34 main:603] : INFO : Saving end state to config to file [2022-04-07 02:34:34 main:608] : INFO : Success, exiting.. 02:34:34 (2752): 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)