Task 9341112
| Name | ParityModified-1636181905-23849-2-0_2 |
| Workunit | 6436235 |
| Created | 1 Dec 2021, 21:27:17 UTC |
| Sent | 1 Dec 2021, 22:04:09 UTC |
| Report deadline | 9 Dec 2021, 22:04:09 UTC |
| Received | 2 Dec 2021, 1:32:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 1 min 47 sec |
| CPU time | 1 hours 1 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.031255 | val_loss: 0.0312534 | Time: 1752.26 ms [2021-12-02 01:17:16 main:581] : INFO : Epoch 1539 | loss: 0.0312563 | val_loss: 0.0312552 | Time: 1762.64 ms [2021-12-02 01:17:18 main:581] : INFO : Epoch 1540 | loss: 0.0312549 | val_loss: 0.0312629 | Time: 1784.73 ms [2021-12-02 01:17:20 main:581] : INFO : Epoch 1541 | loss: 0.0312567 | val_loss: 0.0312529 | Time: 1829.32 ms [2021-12-02 01:17:22 main:581] : INFO : Epoch 1542 | loss: 0.031255 | val_loss: 0.0312593 | Time: 1800.34 ms [2021-12-02 01:17:23 main:581] : INFO : Epoch 1543 | loss: 0.0312571 | val_loss: 0.0312595 | Time: 1758.65 ms [2021-12-02 01:17:25 main:581] : INFO : Epoch 1544 | loss: 0.0312549 | val_loss: 0.0312529 | Time: 1762.28 ms [2021-12-02 01:17:27 main:581] : INFO : Epoch 1545 | loss: 0.0312539 | val_loss: 0.0312503 | Time: 1758.32 ms [2021-12-02 01:17:29 main:581] : INFO : Epoch 1546 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 1818.23 ms [2021-12-02 01:17:30 main:581] : INFO : Epoch 1547 | loss: 0.0312531 | val_loss: 0.0312551 | Time: 1775.22 ms [2021-12-02 01:17:32 main:581] : INFO : Epoch 1548 | loss: 0.0312561 | val_loss: 0.0312544 | Time: 1785.93 ms [2021-12-02 01:17:34 main:581] : INFO : Epoch 1549 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 1755.59 ms [2021-12-02 01:17:36 main:581] : INFO : Epoch 1550 | loss: 0.0312527 | val_loss: 0.0312509 | Time: 1764.45 ms [2021-12-02 01:17:38 main:581] : INFO : Epoch 1551 | loss: 0.0312521 | val_loss: 0.0312568 | Time: 1764.1 ms [2021-12-02 01:17:39 main:581] : INFO : Epoch 1552 | loss: 0.0312528 | val_loss: 0.031254 | Time: 1824.94 ms [2021-12-02 01:17:41 main:581] : INFO : Epoch 1553 | loss: 0.0312527 | val_loss: 0.0312557 | Time: 1828.45 ms [2021-12-02 01:17:43 main:581] : INFO : Epoch 1554 | loss: 0.031253 | val_loss: 0.031254 | Time: 1794.12 ms [2021-12-02 01:17:45 main:581] : INFO : Epoch 1555 | loss: 0.0312551 | val_loss: 0.0312571 | Time: 1788.81 ms [2021-12-02 01:17:47 main:581] : INFO : Epoch 1556 | loss: 0.0312555 | val_loss: 0.0312535 | Time: 1752.86 ms [2021-12-02 01:17:48 main:581] : INFO : Epoch 1557 | loss: 0.0312532 | val_loss: 0.0312556 | Time: 1758.46 ms [2021-12-02 01:17:50 main:581] : INFO : Epoch 1558 | loss: 0.0312538 | val_loss: 0.0312539 | Time: 1818.31 ms [2021-12-02 01:17:52 main:581] : INFO : Epoch 1559 | loss: 0.0312542 | val_loss: 0.0312523 | Time: 1760.55 ms [2021-12-02 01:17:54 main:581] : INFO : Epoch 1560 | loss: 0.0312545 | val_loss: 0.031257 | Time: 1792.01 ms [2021-12-02 01:17:55 main:581] : INFO : Epoch 1561 | loss: 0.0312648 | val_loss: 0.0312522 | Time: 1746.19 ms [2021-12-02 01:17:57 main:581] : INFO : Epoch 1562 | loss: 0.0312574 | val_loss: 0.0312526 | Time: 1819.81 ms [2021-12-02 01:17:59 main:581] : INFO : Epoch 1563 | loss: 0.0312532 | val_loss: 0.0312502 | Time: 1843.89 ms [2021-12-02 01:18:01 main:581] : INFO : Epoch 1564 | loss: 0.0312522 | val_loss: 0.0312533 | Time: 1839.81 ms [2021-12-02 01:18:03 main:581] : INFO : Epoch 1565 | loss: 0.0312523 | val_loss: 0.0312586 | Time: 1810.27 ms [2021-12-02 01:18:04 main:581] : INFO : Epoch 1566 | loss: 0.0312558 | val_loss: 0.0312525 | Time: 1769.69 ms [2021-12-02 01:18:06 main:581] : INFO : Epoch 1567 | loss: 0.0312528 | val_loss: 0.0312507 | Time: 1752.43 ms [2021-12-02 01:18:08 main:581] : INFO : Epoch 1568 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1774.29 ms [2021-12-02 01:18:10 main:581] : INFO : Epoch 1569 | loss: 0.0312519 | val_loss: 0.0312524 | Time: 1772.99 ms [2021-12-02 01:18:12 main:581] : INFO : Epoch 1570 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1785.33 ms [2021-12-02 01:18:13 main:581] : INFO : Epoch 1571 | loss: 0.0312528 | val_loss: 0.031253 | Time: 1769.3 ms [2021-12-02 01:18:15 main:581] : INFO : Epoch 1572 | loss: 0.0312537 | val_loss: 0.0312635 | Time: 1775.14 ms [2021-12-02 01:18:17 main:581] : INFO : Epoch 1573 | loss: 0.0312548 | val_loss: 0.0312505 | Time: 1897.28 ms [2021-12-02 01:18:19 main:581] : INFO : Epoch 1574 | loss: 0.0312532 | val_loss: 0.0312607 | Time: 1771.21 ms [2021-12-02 01:18:21 main:581] : INFO : Epoch 1575 | loss: 0.0312523 | val_loss: 0.0312555 | Time: 1787.9 ms [2021-12-02 01:18:22 main:581] : INFO : Epoch 1576 | loss: 0.031254 | val_loss: 0.0312577 | Time: 1795.29 ms [2021-12-02 01:18:24 main:581] : INFO : Epoch 1577 | loss: 0.0312562 | val_loss: 0.0312504 | Time: 1830.45 ms [2021-12-02 01:18:26 main:581] : INFO : Epoch 1578 | loss: 0.0312538 | val_loss: 0.031251 | Time: 1752.6 ms [2021-12-02 01:18:28 main:581] : INFO : Epoch 1579 | loss: 0.0312554 | val_loss: 0.0312527 | Time: 1787.4 ms [2021-12-02 01:18:30 main:581] : INFO : Epoch 1580 | loss: 0.0312537 | val_loss: 0.0312529 | Time: 1784.82 ms [2021-12-02 01:18:31 main:581] : INFO : Epoch 1581 | loss: 0.0312534 | val_loss: 0.0312526 | Time: 1835.63 ms [2021-12-02 01:18:33 main:581] : INFO : Epoch 1582 | loss: 0.0312528 | val_loss: 0.0312506 | Time: 1787.82 ms [2021-12-02 01:18:35 main:581] : INFO : Epoch 1583 | loss: 0.0312585 | val_loss: 0.0312563 | Time: 1795.6 ms [2021-12-02 01:18:37 main:581] : INFO : Epoch 1584 | loss: 0.0312671 | val_loss: 0.0312757 | Time: 1765.22 ms [2021-12-02 01:18:38 main:581] : INFO : Epoch 1585 | loss: 0.0312597 | val_loss: 0.0312591 | Time: 1752.65 ms [2021-12-02 01:18:40 main:581] : INFO : Epoch 1586 | loss: 0.0312559 | val_loss: 0.0312726 | Time: 1868.52 ms [2021-12-02 01:18:42 main:581] : INFO : Epoch 1587 | loss: 0.0312582 | val_loss: 0.0312562 | Time: 1779.09 ms [2021-12-02 01:18:44 main:581] : INFO : Epoch 1588 | loss: 0.0312537 | val_loss: 0.0312531 | Time: 1800.03 ms [2021-12-02 01:18:46 main:581] : INFO : Epoch 1589 | loss: 0.0312539 | val_loss: 0.0312543 | Time: 1749.88 ms [2021-12-02 01:18:47 main:581] : INFO : Epoch 1590 | loss: 0.0312555 | val_loss: 0.0312509 | Time: 1771.31 ms [2021-12-02 01:18:49 main:581] : INFO : Epoch 1591 | loss: 0.0312518 | val_loss: 0.0312546 | Time: 1773.88 ms [2021-12-02 01:18:51 main:581] : INFO : Epoch 1592 | loss: 0.0312523 | val_loss: 0.031253 | Time: 1746.55 ms [2021-12-02 01:18:53 main:581] : INFO : Epoch 1593 | loss: 0.0312551 | val_loss: 0.0312517 | Time: 1756.2 ms [2021-12-02 01:18:54 main:581] : INFO : Epoch 1594 | loss: 0.0312543 | val_loss: 0.0312528 | Time: 1770.85 ms [2021-12-02 01:18:56 main:581] : INFO : Epoch 1595 | loss: 0.0312551 | val_loss: 0.031251 | Time: 1765 ms [2021-12-02 01:18:58 main:581] : INFO : Epoch 1596 | loss: 0.0312519 | val_loss: 0.031251 | Time: 1763.76 ms [2021-12-02 01:19:00 main:581] : INFO : Epoch 1597 | loss: 0.0312516 | val_loss: 0.0312569 | Time: 1787.1 ms [2021-12-02 01:19:02 main:581] : INFO : Epoch 1598 | loss: 0.0312523 | val_loss: 0.0312557 | Time: 1780.16 ms [2021-12-02 01:19:03 main:581] : INFO : Epoch 1599 | loss: 0.0312526 | val_loss: 0.0312547 | Time: 1754.67 ms [2021-12-02 01:19:05 main:581] : INFO : Epoch 1600 | loss: 0.0312529 | val_loss: 0.031251 | Time: 1772.25 ms [2021-12-02 01:19:07 main:581] : INFO : Epoch 1601 | loss: 0.0312545 | val_loss: 0.0312538 | Time: 1771.58 ms [2021-12-02 01:19:09 main:581] : INFO : Epoch 1602 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1766.6 ms [2021-12-02 01:19:10 main:581] : INFO : Epoch 1603 | loss: 0.0312521 | val_loss: 0.0312538 | Time: 1757.34 ms [2021-12-02 01:19:12 main:581] : INFO : Epoch 1604 | loss: 0.0312539 | val_loss: 0.0312621 | Time: 1815.43 ms [2021-12-02 01:19:14 main:581] : INFO : Epoch 1605 | loss: 0.031259 | val_loss: 0.0312505 | Time: 1758.51 ms [2021-12-02 01:19:16 main:581] : INFO : Epoch 1606 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 1781.24 ms [2021-12-02 01:19:18 main:581] : INFO : Epoch 1607 | loss: 0.0312537 | val_loss: 0.0312526 | Time: 1770.48 ms [2021-12-02 01:19:19 main:581] : INFO : Epoch 1608 | loss: 0.0312572 | val_loss: 0.0312542 | Time: 1799.37 ms [2021-12-02 01:19:21 main:581] : INFO : Epoch 1609 | loss: 0.031258 | val_loss: 0.0312563 | Time: 1754.91 ms [2021-12-02 01:19:23 main:581] : INFO : Epoch 1610 | loss: 0.0312535 | val_loss: 0.0312519 | Time: 1834.51 ms [2021-12-02 01:19:25 main:581] : INFO : Epoch 1611 | loss: 0.0312522 | val_loss: 0.0312537 | Time: 1764.98 ms [2021-12-02 01:19:26 main:581] : INFO : Epoch 1612 | loss: 0.0312528 | val_loss: 0.0312521 | Time: 1763.35 ms [2021-12-02 01:19:28 main:581] : INFO : Epoch 1613 | loss: 0.031254 | val_loss: 0.0312667 | Time: 1790.92 ms [2021-12-02 01:19:30 main:581] : INFO : Epoch 1614 | loss: 0.0312634 | val_loss: 0.0312543 | Time: 1755.66 ms [2021-12-02 01:19:32 main:581] : INFO : Epoch 1615 | loss: 0.0312551 | val_loss: 0.0312634 | Time: 1770.09 ms [2021-12-02 01:19:34 main:581] : INFO : Epoch 1616 | loss: 0.0312546 | val_loss: 0.0312564 | Time: 1764.05 ms [2021-12-02 01:19:35 main:581] : INFO : Epoch 1617 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 1781.73 ms [2021-12-02 01:19:37 main:581] : INFO : Epoch 1618 | loss: 0.0312519 | val_loss: 0.0312534 | Time: 1800.13 ms [2021-12-02 01:19:39 main:581] : INFO : Epoch 1619 | loss: 0.0312521 | val_loss: 0.0312535 | Time: 1853.11 ms [2021-12-02 01:19:41 main:581] : INFO : Epoch 1620 | loss: 0.031252 | val_loss: 0.0312531 | Time: 1832.13 ms [2021-12-02 01:19:43 main:581] : INFO : Epoch 1621 | loss: 0.0312524 | val_loss: 0.0312507 | Time: 1779.22 ms [2021-12-02 01:19:44 main:581] : INFO : Epoch 1622 | loss: 0.0312532 | val_loss: 0.0312575 | Time: 1827.74 ms [2021-12-02 01:19:46 main:581] : INFO : Epoch 1623 | loss: 0.0312529 | val_loss: 0.0312518 | Time: 1772.88 ms [2021-12-02 01:19:48 main:581] : INFO : Epoch 1624 | loss: 0.0312515 | val_loss: 0.031253 | Time: 1756.33 ms [2021-12-02 01:19:50 main:581] : INFO : Epoch 1625 | loss: 0.0312555 | val_loss: 0.0312557 | Time: 1838.71 ms [2021-12-02 01:19:52 main:581] : INFO : Epoch 1626 | loss: 0.0312534 | val_loss: 0.0312529 | Time: 1801.94 ms [2021-12-02 01:19:53 main:581] : INFO : Epoch 1627 | loss: 0.0312535 | val_loss: 0.0312602 | Time: 1767.83 ms [2021-12-02 01:19:55 main:581] : INFO : Epoch 1628 | loss: 0.031256 | val_loss: 0.0312565 | Time: 1776.63 ms [2021-12-02 01:19:57 main:581] : INFO : Epoch 1629 | loss: 0.0312536 | val_loss: 0.0312514 | Time: 1778.23 ms [2021-12-02 01:19:59 main:581] : INFO : Epoch 1630 | loss: 0.0312528 | val_loss: 0.0312515 | Time: 1777.08 ms [2021-12-02 01:20:00 main:581] : INFO : Epoch 1631 | loss: 0.0312547 | val_loss: 0.0312547 | Time: 1803.72 ms [2021-12-02 01:20:02 main:581] : INFO : Epoch 1632 | loss: 0.0312565 | val_loss: 0.0312589 | Time: 1771.58 ms [2021-12-02 01:20:04 main:581] : INFO : Epoch 1633 | loss: 0.0312588 | val_loss: 0.031254 | Time: 1763.28 ms [2021-12-02 01:20:06 main:581] : INFO : Epoch 1634 | loss: 0.0312564 | val_loss: 0.0312617 | Time: 1817.67 ms [2021-12-02 01:20:08 main:581] : INFO : Epoch 1635 | loss: 0.031256 | val_loss: 0.0312555 | Time: 1770.86 ms [2021-12-02 01:20:09 main:581] : INFO : Epoch 1636 | loss: 0.0312582 | val_loss: 0.0312608 | Time: 1771.24 ms [2021-12-02 01:20:11 main:581] : INFO : Epoch 1637 | loss: 0.0312572 | val_loss: 0.0312558 | Time: 1786.87 ms [2021-12-02 01:20:13 main:581] : INFO : Epoch 1638 | loss: 0.031253 | val_loss: 0.0312527 | Time: 1788.7 ms [2021-12-02 01:20:15 main:581] : INFO : Epoch 1639 | loss: 0.0312526 | val_loss: 0.0312527 | Time: 1759.78 ms [2021-12-02 01:20:16 main:581] : INFO : Epoch 1640 | loss: 0.0312524 | val_loss: 0.0312507 | Time: 1768.74 ms [2021-12-02 01:20:18 main:581] : INFO : Epoch 1641 | loss: 0.0312592 | val_loss: 0.0312514 | Time: 1772.71 ms [2021-12-02 01:20:20 main:581] : INFO : Epoch 1642 | loss: 0.0312605 | val_loss: 0.0312525 | Time: 1774.07 ms [2021-12-02 01:20:22 main:581] : INFO : Epoch 1643 | loss: 0.0312532 | val_loss: 0.0312534 | Time: 1769.34 ms [2021-12-02 01:20:24 main:581] : INFO : Epoch 1644 | loss: 0.0312527 | val_loss: 0.031251 | Time: 1800.41 ms [2021-12-02 01:20:25 main:581] : INFO : Epoch 1645 | loss: 0.0312522 | val_loss: 0.031259 | Time: 1764.76 ms [2021-12-02 01:20:27 main:581] : INFO : Epoch 1646 | loss: 0.0312581 | val_loss: 0.0312546 | Time: 1775.08 ms [2021-12-02 01:20:29 main:581] : INFO : Epoch 1647 | loss: 0.0312524 | val_loss: 0.0312581 | Time: 1770.78 ms [2021-12-02 01:20:31 main:581] : INFO : Epoch 1648 | loss: 0.0312552 | val_loss: 0.0312523 | Time: 1763.77 ms [2021-12-02 01:20:32 main:581] : INFO : Epoch 1649 | loss: 0.0312524 | val_loss: 0.0312623 | Time: 1770.85 ms [2021-12-02 01:20:34 main:581] : INFO : Epoch 1650 | loss: 0.0312542 | val_loss: 0.0312503 | Time: 1774.63 ms [2021-12-02 01:20:36 main:581] : INFO : Epoch 1651 | loss: 0.0312517 | val_loss: 0.0312532 | Time: 1771.01 ms [2021-12-02 01:20:38 main:581] : INFO : Epoch 1652 | loss: 0.0312591 | val_loss: 0.0312564 | Time: 1759.7 ms [2021-12-02 01:20:39 main:581] : INFO : Epoch 1653 | loss: 0.0312543 | val_loss: 0.0312552 | Time: 1777.03 ms [2021-12-02 01:20:41 main:581] : INFO : Epoch 1654 | loss: 0.0312531 | val_loss: 0.0312532 | Time: 1772.47 ms [2021-12-02 01:20:43 main:581] : INFO : Epoch 1655 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1761.24 ms [2021-12-02 01:20:45 main:581] : INFO : Epoch 1656 | loss: 0.0312514 | val_loss: 0.0312538 | Time: 1777.35 ms [2021-12-02 01:20:47 main:581] : INFO : Epoch 1657 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 1782.55 ms [2021-12-02 01:20:48 main:581] : INFO : Epoch 1658 | loss: 0.0312538 | val_loss: 0.0312529 | Time: 1761.91 ms [2021-12-02 01:20:50 main:581] : INFO : Epoch 1659 | loss: 0.0312522 | val_loss: 0.0312502 | Time: 1772.72 ms [2021-12-02 01:20:52 main:581] : INFO : Epoch 1660 | loss: 0.0312516 | val_loss: 0.031253 | Time: 1757.82 ms [2021-12-02 01:20:54 main:581] : INFO : Epoch 1661 | loss: 0.031252 | val_loss: 0.0312568 | Time: 1746.54 ms [2021-12-02 01:20:55 main:581] : INFO : Epoch 1662 | loss: 0.0312561 | val_loss: 0.03125 | Time: 1811.46 ms [2021-12-02 01:20:57 main:581] : INFO : Epoch 1663 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 1811.35 ms [2021-12-02 01:20:59 main:581] : INFO : Epoch 1664 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 1794.88 ms [2021-12-02 01:21:01 main:581] : INFO : Epoch 1665 | loss: 0.0312531 | val_loss: 0.0312616 | Time: 1791.22 ms [2021-12-02 01:21:03 main:581] : INFO : Epoch 1666 | loss: 0.0312553 | val_loss: 0.031263 | Time: 1799.74 ms [2021-12-02 01:21:04 main:581] : INFO : Epoch 1667 | loss: 0.0312548 | val_loss: 0.0312509 | Time: 1795.11 ms [2021-12-02 01:21:06 main:581] : INFO : Epoch 1668 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 1786.94 ms [2021-12-02 01:21:08 main:581] : INFO : Epoch 1669 | loss: 0.0312531 | val_loss: 0.0312571 | Time: 1820.99 ms [2021-12-02 01:21:10 main:581] : INFO : Epoch 1670 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 1785.5 ms [2021-12-02 01:21:12 main:581] : INFO : Epoch 1671 | loss: 0.0312533 | val_loss: 0.0312526 | Time: 1763.12 ms [2021-12-02 01:21:13 main:581] : INFO : Epoch 1672 | loss: 0.0312527 | val_loss: 0.0312544 | Time: 1781.94 ms [2021-12-02 01:21:15 main:581] : INFO : Epoch 1673 | loss: 0.0312517 | val_loss: 0.0312535 | Time: 1757.77 ms [2021-12-02 01:21:17 main:581] : INFO : Epoch 1674 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 1760.69 ms [2021-12-02 01:21:19 main:581] : INFO : Epoch 1675 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 1769.02 ms [2021-12-02 01:21:20 main:581] : INFO : Epoch 1676 | loss: 0.0312524 | val_loss: 0.031257 | Time: 1759.29 ms [2021-12-02 01:21:22 main:581] : INFO : Epoch 1677 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 1754.62 ms [2021-12-02 01:21:24 main:581] : INFO : Epoch 1678 | loss: 0.0312558 | val_loss: 0.0312555 | Time: 1794.68 ms [2021-12-02 01:21:26 main:581] : INFO : Epoch 1679 | loss: 0.0312577 | val_loss: 0.0312592 | Time: 1753.56 ms [2021-12-02 01:21:28 main:581] : INFO : Epoch 1680 | loss: 0.031257 | val_loss: 0.0312501 | Time: 1780.53 ms [2021-12-02 01:21:29 main:581] : INFO : Epoch 1681 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1804.23 ms [2021-12-02 01:21:31 main:581] : INFO : Epoch 1682 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1753.67 ms [2021-12-02 01:21:33 main:581] : INFO : Epoch 1683 | loss: 0.0312549 | val_loss: 0.0312562 | Time: 1770.57 ms [2021-12-02 01:21:35 main:581] : INFO : Epoch 1684 | loss: 0.0312535 | val_loss: 0.0312502 | Time: 1752.69 ms [2021-12-02 01:21:36 main:581] : INFO : Epoch 1685 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 1754.52 ms [2021-12-02 01:21:38 main:581] : INFO : Epoch 1686 | loss: 0.0312517 | val_loss: 0.0312536 | Time: 1769.98 ms [2021-12-02 01:21:40 main:581] : INFO : Epoch 1687 | loss: 0.0312536 | val_loss: 0.0312531 | Time: 1823.41 ms [2021-12-02 01:21:42 main:581] : INFO : Epoch 1688 | loss: 0.0312537 | val_loss: 0.0312582 | Time: 1749.47 ms [2021-12-02 01:21:43 main:581] : INFO : Epoch 1689 | loss: 0.031259 | val_loss: 0.0312564 | Time: 1755.62 ms [2021-12-02 01:21:45 main:581] : INFO : Epoch 1690 | loss: 0.0312556 | val_loss: 0.0312586 | Time: 1764.6 ms [2021-12-02 01:21:47 main:581] : INFO : Epoch 1691 | loss: 0.0312566 | val_loss: 0.0312502 | Time: 1765.5 ms [2021-12-02 01:21:49 main:581] : INFO : Epoch 1692 | loss: 0.0312537 | val_loss: 0.0312608 | Time: 1761.9 ms [2021-12-02 01:21:51 main:581] : INFO : Epoch 1693 | loss: 0.0312583 | val_loss: 0.0312612 | Time: 1781.66 ms [2021-12-02 01:21:52 main:581] : INFO : Epoch 1694 | loss: 0.0312524 | val_loss: 0.0312528 | Time: 1772.13 ms [2021-12-02 01:21:54 main:581] : INFO : Epoch 1695 | loss: 0.0312531 | val_loss: 0.0312551 | Time: 1747.74 ms [2021-12-02 01:21:56 main:581] : INFO : Epoch 1696 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 1785.03 ms [2021-12-02 01:21:58 main:581] : INFO : Epoch 1697 | loss: 0.0312532 | val_loss: 0.0312514 | Time: 1766.79 ms [2021-12-02 01:21:59 main:581] : INFO : Epoch 1698 | loss: 0.0312529 | val_loss: 0.031254 | Time: 1785.16 ms [2021-12-02 01:22:01 main:581] : INFO : Epoch 1699 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 1757.18 ms [2021-12-02 01:22:03 main:581] : INFO : Epoch 1700 | loss: 0.0312543 | val_loss: 0.0312586 | Time: 1784.82 ms [2021-12-02 01:22:05 main:581] : INFO : Epoch 1701 | loss: 0.0312547 | val_loss: 0.0312546 | Time: 1763.16 ms [2021-12-02 01:22:06 main:581] : INFO : Epoch 1702 | loss: 0.031254 | val_loss: 0.0312535 | Time: 1763.87 ms [2021-12-02 01:22:08 main:581] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 1743.92 ms [2021-12-02 01:22:10 main:581] : INFO : Epoch 1704 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1794.71 ms [2021-12-02 01:22:12 main:581] : INFO : Epoch 1705 | loss: 0.031253 | val_loss: 0.0312523 | Time: 1772.75 ms [2021-12-02 01:22:14 main:581] : INFO : Epoch 1706 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1777.12 ms [2021-12-02 01:22:15 main:581] : INFO : Epoch 1707 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1751.4 ms [2021-12-02 01:22:17 main:581] : INFO : Epoch 1708 | loss: 0.0312518 | val_loss: 0.031257 | Time: 1765.05 ms [2021-12-02 01:22:19 main:581] : INFO : Epoch 1709 | loss: 0.0312539 | val_loss: 0.0312529 | Time: 1857.61 ms [2021-12-02 01:22:21 main:581] : INFO : Epoch 1710 | loss: 0.0312549 | val_loss: 0.0312556 | Time: 1812.25 ms [2021-12-02 01:22:22 main:581] : INFO : Epoch 1711 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 1761.31 ms [2021-12-02 01:22:24 main:581] : INFO : Epoch 1712 | loss: 0.0312523 | val_loss: 0.0312528 | Time: 1766.19 ms [2021-12-02 01:22:26 main:581] : INFO : Epoch 1713 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 1819.32 ms [2021-12-02 01:22:28 main:581] : INFO : Epoch 1714 | loss: 0.0312512 | val_loss: 0.0312555 | Time: 1809.86 ms [2021-12-02 01:22:30 main:581] : INFO : Epoch 1715 | loss: 0.0312544 | val_loss: 0.0312529 | Time: 1764.84 ms [2021-12-02 01:22:31 main:581] : INFO : Epoch 1716 | loss: 0.0312512 | val_loss: 0.0312552 | Time: 1744.07 ms [2021-12-02 01:22:33 main:581] : INFO : Epoch 1717 | loss: 0.0312541 | val_loss: 0.0312574 | Time: 1752.16 ms [2021-12-02 01:22:35 main:581] : INFO : Epoch 1718 | loss: 0.0312542 | val_loss: 0.0312502 | Time: 1779.43 ms [2021-12-02 01:22:37 main:581] : INFO : Epoch 1719 | loss: 0.0312526 | val_loss: 0.0312518 | Time: 1793.92 ms [2021-12-02 01:22:38 main:581] : INFO : Epoch 1720 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1776.55 ms [2021-12-02 01:22:40 main:581] : INFO : Epoch 1721 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1775.55 ms [2021-12-02 01:22:42 main:581] : INFO : Epoch 1722 | loss: 0.0312509 | val_loss: 0.0312536 | Time: 1808.22 ms [2021-12-02 01:22:44 main:581] : INFO : Epoch 1723 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 1781.15 ms [2021-12-02 01:22:46 main:581] : INFO : Epoch 1724 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1807.21 ms [2021-12-02 01:22:47 main:581] : INFO : Epoch 1725 | loss: 0.031251 | val_loss: 0.031254 | Time: 1812.33 ms [2021-12-02 01:22:49 main:581] : INFO : Epoch 1726 | loss: 0.0312548 | val_loss: 0.0312557 | Time: 1772.22 ms [2021-12-02 01:22:51 main:581] : INFO : Epoch 1727 | loss: 0.0312519 | val_loss: 0.031252 | Time: 1786.04 ms [2021-12-02 01:22:53 main:581] : INFO : Epoch 1728 | loss: 0.0312525 | val_loss: 0.0312531 | Time: 1744.62 ms [2021-12-02 01:22:55 main:581] : INFO : Epoch 1729 | loss: 0.0312525 | val_loss: 0.0312555 | Time: 1758.59 ms [2021-12-02 01:22:56 main:581] : INFO : Epoch 1730 | loss: 0.0312548 | val_loss: 0.0312544 | Time: 1785.25 ms [2021-12-02 01:22:58 main:581] : INFO : Epoch 1731 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 1821.03 ms [2021-12-02 01:23:00 main:581] : INFO : Epoch 1732 | loss: 0.0312535 | val_loss: 0.0312546 | Time: 1774.97 ms [2021-12-02 01:23:02 main:581] : INFO : Epoch 1733 | loss: 0.031254 | val_loss: 0.0312509 | Time: 1769.04 ms [2021-12-02 01:23:03 main:581] : INFO : Epoch 1734 | loss: 0.0312546 | val_loss: 0.0312564 | Time: 1750.66 ms [2021-12-02 01:23:05 main:581] : INFO : Epoch 1735 | loss: 0.0312531 | val_loss: 0.0312536 | Time: 1804.39 ms [2021-12-02 01:23:07 main:581] : INFO : Epoch 1736 | loss: 0.0312527 | val_loss: 0.0312526 | Time: 1747.7 ms [2021-12-02 01:23:09 main:581] : INFO : Epoch 1737 | loss: 0.0312521 | val_loss: 0.031251 | Time: 1819.48 ms [2021-12-02 01:23:11 main:581] : INFO : Epoch 1738 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 1812.06 ms [2021-12-02 01:23:12 main:581] : INFO : Epoch 1739 | loss: 0.0312545 | val_loss: 0.0312568 | Time: 1783.43 ms [2021-12-02 01:23:14 main:581] : INFO : Epoch 1740 | loss: 0.0312536 | val_loss: 0.0312528 | Time: 1751.59 ms [2021-12-02 01:23:16 main:581] : INFO : Epoch 1741 | loss: 0.0312528 | val_loss: 0.0312547 | Time: 1748.7 ms [2021-12-02 01:23:18 main:581] : INFO : Epoch 1742 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1797.75 ms [2021-12-02 01:23:19 main:581] : INFO : Epoch 1743 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1790.28 ms [2021-12-02 01:23:21 main:581] : INFO : Epoch 1744 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1769.6 ms [2021-12-02 01:23:23 main:581] : INFO : Epoch 1745 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1748.04 ms [2021-12-02 01:23:25 main:581] : INFO : Epoch 1746 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1799.29 ms [2021-12-02 01:23:27 main:581] : INFO : Epoch 1747 | loss: 0.0312522 | val_loss: 0.0312504 | Time: 1768.95 ms [2021-12-02 01:23:28 main:581] : INFO : Epoch 1748 | loss: 0.031251 | val_loss: 0.0312522 | Time: 1751.26 ms [2021-12-02 01:23:30 main:581] : INFO : Epoch 1749 | loss: 0.0312523 | val_loss: 0.0312502 | Time: 1788.65 ms [2021-12-02 01:23:32 main:581] : INFO : Epoch 1750 | loss: 0.0312517 | val_loss: 0.0312561 | Time: 1749.71 ms [2021-12-02 01:23:34 main:581] : INFO : Epoch 1751 | loss: 0.0312532 | val_loss: 0.031251 | Time: 1734.6 ms [2021-12-02 01:23:35 main:581] : INFO : Epoch 1752 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1773.26 ms [2021-12-02 01:23:37 main:581] : INFO : Epoch 1753 | loss: 0.0312503 | val_loss: 0.0312539 | Time: 1840.81 ms [2021-12-02 01:23:39 main:581] : INFO : Epoch 1754 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1808.13 ms [2021-12-02 01:23:41 main:581] : INFO : Epoch 1755 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1819.12 ms [2021-12-02 01:23:43 main:581] : INFO : Epoch 1756 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1801.88 ms [2021-12-02 01:23:45 main:581] : INFO : Epoch 1757 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 1860.62 ms [2021-12-02 01:23:46 main:581] : INFO : Epoch 1758 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 1827.76 ms [2021-12-02 01:23:48 main:581] : INFO : Epoch 1759 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1765.76 ms [2021-12-02 01:23:50 main:581] : INFO : Epoch 1760 | loss: 0.0312517 | val_loss: 0.0312545 | Time: 1766.16 ms [2021-12-02 01:23:52 main:581] : INFO : Epoch 1761 | loss: 0.0312529 | val_loss: 0.0312521 | Time: 1809.03 ms [2021-12-02 01:23:53 main:581] : INFO : Epoch 1762 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1784.08 ms [2021-12-02 01:23:55 main:581] : INFO : Epoch 1763 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1753.11 ms [2021-12-02 01:23:57 main:581] : INFO : Epoch 1764 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1783 ms [2021-12-02 01:23:59 main:581] : INFO : Epoch 1765 | loss: 0.0312533 | val_loss: 0.0312519 | Time: 1781.67 ms [2021-12-02 01:24:01 main:581] : INFO : Epoch 1766 | loss: 0.0312511 | val_loss: 0.031253 | Time: 1786.7 ms [2021-12-02 01:24:02 main:581] : INFO : Epoch 1767 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 1788.8 ms [2021-12-02 01:24:04 main:581] : INFO : Epoch 1768 | loss: 0.0312519 | val_loss: 0.0312539 | Time: 1778.35 ms [2021-12-02 01:24:06 main:581] : INFO : Epoch 1769 | loss: 0.0312523 | val_loss: 0.0312504 | Time: 1760.83 ms [2021-12-02 01:24:08 main:581] : INFO : Epoch 1770 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1790.75 ms [2021-12-02 01:24:09 main:581] : INFO : Epoch 1771 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1785.98 ms [2021-12-02 01:24:11 main:581] : INFO : Epoch 1772 | loss: 0.0312513 | val_loss: 0.0312558 | Time: 1771.72 ms [2021-12-02 01:24:13 main:581] : INFO : Epoch 1773 | loss: 0.0312558 | val_loss: 0.0312509 | Time: 1804.82 ms [2021-12-02 01:24:15 main:581] : INFO : Epoch 1774 | loss: 0.0312526 | val_loss: 0.0312511 | Time: 1828.6 ms [2021-12-02 01:24:17 main:581] : INFO : Epoch 1775 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 1751.47 ms [2021-12-02 01:24:18 main:581] : INFO : Epoch 1776 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1746.91 ms [2021-12-02 01:24:20 main:581] : INFO : Epoch 1777 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1813.24 ms [2021-12-02 01:24:22 main:581] : INFO : Epoch 1778 | loss: 0.0312516 | val_loss: 0.0312556 | Time: 1761.01 ms [2021-12-02 01:24:24 main:581] : INFO : Epoch 1779 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 1776.45 ms [2021-12-02 01:24:25 main:581] : INFO : Epoch 1780 | loss: 0.0312533 | val_loss: 0.0312513 | Time: 1756.94 ms [2021-12-02 01:24:27 main:581] : INFO : Epoch 1781 | loss: 0.0312562 | val_loss: 0.0312526 | Time: 1750.94 ms [2021-12-02 01:24:29 main:581] : INFO : Epoch 1782 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1758.61 ms [2021-12-02 01:24:31 main:581] : INFO : Epoch 1783 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1761.45 ms [2021-12-02 01:24:33 main:581] : INFO : Epoch 1784 | loss: 0.0312523 | val_loss: 0.0312503 | Time: 1757.86 ms [2021-12-02 01:24:34 main:581] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1773.58 ms [2021-12-02 01:24:36 main:581] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1771.21 ms [2021-12-02 01:24:38 main:581] : INFO : Epoch 1787 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1765.75 ms [2021-12-02 01:24:40 main:581] : INFO : Epoch 1788 | loss: 0.0312521 | val_loss: 0.0312527 | Time: 1769.76 ms [2021-12-02 01:24:41 main:581] : INFO : Epoch 1789 | loss: 0.0312544 | val_loss: 0.031252 | Time: 1765.89 ms [2021-12-02 01:24:43 main:581] : INFO : Epoch 1790 | loss: 0.0312541 | val_loss: 0.0312567 | Time: 1770.36 ms [2021-12-02 01:24:45 main:581] : INFO : Epoch 1791 | loss: 0.0312526 | val_loss: 0.0312545 | Time: 1758.75 ms [2021-12-02 01:24:47 main:581] : INFO : Epoch 1792 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1790.79 ms [2021-12-02 01:24:48 main:581] : INFO : Epoch 1793 | loss: 0.0312518 | val_loss: 0.0312559 | Time: 1809.09 ms [2021-12-02 01:24:50 main:581] : INFO : Epoch 1794 | loss: 0.031253 | val_loss: 0.0312516 | Time: 1861.52 ms [2021-12-02 01:24:52 main:581] : INFO : Epoch 1795 | loss: 0.0312527 | val_loss: 0.0312517 | Time: 1762.28 ms [2021-12-02 01:24:54 main:581] : INFO : Epoch 1796 | loss: 0.031252 | val_loss: 0.0312507 | Time: 1759.76 ms [2021-12-02 01:24:56 main:581] : INFO : Epoch 1797 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1747.44 ms [2021-12-02 01:24:57 main:581] : INFO : Epoch 1798 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1796.93 ms [2021-12-02 01:24:59 main:581] : INFO : Epoch 1799 | loss: 0.0312517 | val_loss: 0.0312545 | Time: 1866.17 ms [2021-12-02 01:25:01 main:581] : INFO : Epoch 1800 | loss: 0.0312527 | val_loss: 0.0312564 | Time: 1812.35 ms [2021-12-02 01:25:03 main:581] : INFO : Epoch 1801 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 1773.23 ms [2021-12-02 01:25:05 main:581] : INFO : Epoch 1802 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1843.34 ms [2021-12-02 01:25:06 main:581] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1767.7 ms [2021-12-02 01:25:08 main:581] : INFO : Epoch 1804 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1789.26 ms [2021-12-02 01:25:10 main:581] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1813.69 ms [2021-12-02 01:25:12 main:581] : INFO : Epoch 1806 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1775.6 ms [2021-12-02 01:25:14 main:581] : INFO : Epoch 1807 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 1752.29 ms [2021-12-02 01:25:15 main:581] : INFO : Epoch 1808 | loss: 0.0312529 | val_loss: 0.0312543 | Time: 1772.51 ms [2021-12-02 01:25:17 main:581] : INFO : Epoch 1809 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 1766.11 ms [2021-12-02 01:25:19 main:581] : INFO : Epoch 1810 | loss: 0.0312511 | val_loss: 0.031254 | Time: 1782.27 ms [2021-12-02 01:25:21 main:581] : INFO : Epoch 1811 | loss: 0.0312522 | val_loss: 0.0312501 | Time: 1852.68 ms [2021-12-02 01:25:23 main:581] : INFO : Epoch 1812 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 1767.6 ms [2021-12-02 01:25:24 main:581] : INFO : Epoch 1813 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 1744.41 ms [2021-12-02 01:25:26 main:581] : INFO : Epoch 1814 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1789.29 ms [2021-12-02 01:25:28 main:581] : INFO : Epoch 1815 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 1754.84 ms [2021-12-02 01:25:30 main:581] : INFO : Epoch 1816 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1782.82 ms [2021-12-02 01:25:31 main:581] : INFO : Epoch 1817 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 1778.27 ms [2021-12-02 01:25:33 main:581] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1774.03 ms [2021-12-02 01:25:35 main:581] : INFO : Epoch 1819 | loss: 0.0312515 | val_loss: 0.0312541 | Time: 1800.51 ms [2021-12-02 01:25:37 main:581] : INFO : Epoch 1820 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1805.64 ms [2021-12-02 01:25:39 main:581] : INFO : Epoch 1821 | loss: 0.031251 | val_loss: 0.0312528 | Time: 1780.42 ms [2021-12-02 01:25:40 main:581] : INFO : Epoch 1822 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 1823.11 ms [2021-12-02 01:25:42 main:581] : INFO : Epoch 1823 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1765.93 ms [2021-12-02 01:25:44 main:581] : INFO : Epoch 1824 | loss: 0.0312517 | val_loss: 0.03125 | Time: 1773.66 ms [2021-12-02 01:25:46 main:581] : INFO : Epoch 1825 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1776.44 ms [2021-12-02 01:25:48 main:581] : INFO : Epoch 1826 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 1799.66 ms [2021-12-02 01:25:49 main:581] : INFO : Epoch 1827 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 1763.81 ms [2021-12-02 01:25:51 main:581] : INFO : Epoch 1828 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 1744.5 ms [2021-12-02 01:25:53 main:581] : INFO : Epoch 1829 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 1814.22 ms [2021-12-02 01:25:55 main:581] : INFO : Epoch 1830 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 1806.97 ms [2021-12-02 01:25:56 main:581] : INFO : Epoch 1831 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1756.66 ms [2021-12-02 01:25:58 main:581] : INFO : Epoch 1832 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1773.15 ms [2021-12-02 01:26:00 main:581] : INFO : Epoch 1833 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1779.26 ms [2021-12-02 01:26:02 main:581] : INFO : Epoch 1834 | loss: 0.0312513 | val_loss: 0.0312542 | Time: 1754.49 ms [2021-12-02 01:26:03 main:581] : INFO : Epoch 1835 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 1781.93 ms [2021-12-02 01:26:05 main:581] : INFO : Epoch 1836 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1766.78 ms [2021-12-02 01:26:07 main:581] : INFO : Epoch 1837 | loss: 0.0312515 | val_loss: 0.0312537 | Time: 1755.52 ms [2021-12-02 01:26:09 main:581] : INFO : Epoch 1838 | loss: 0.0312538 | val_loss: 0.0312508 | Time: 1759.34 ms [2021-12-02 01:26:11 main:581] : INFO : Epoch 1839 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1784.26 ms [2021-12-02 01:26:12 main:581] : INFO : Epoch 1840 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1780.23 ms [2021-12-02 01:26:14 main:581] : INFO : Epoch 1841 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 1783.97 ms [2021-12-02 01:26:16 main:581] : INFO : Epoch 1842 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 1774.54 ms [2021-12-02 01:26:18 main:581] : INFO : Epoch 1843 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1804.2 ms [2021-12-02 01:26:20 main:581] : INFO : Epoch 1844 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1829.9 ms [2021-12-02 01:26:21 main:581] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1810.92 ms [2021-12-02 01:26:23 main:581] : INFO : Epoch 1846 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1807.07 ms [2021-12-02 01:26:25 main:581] : INFO : Epoch 1847 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1810.21 ms [2021-12-02 01:26:27 main:581] : INFO : Epoch 1848 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1807.12 ms [2021-12-02 01:26:29 main:581] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1808.93 ms [2021-12-02 01:26:30 main:581] : INFO : Epoch 1850 | loss: 0.0312509 | val_loss: 0.0312539 | Time: 1759.29 ms [2021-12-02 01:26:32 main:581] : INFO : Epoch 1851 | loss: 0.0312529 | val_loss: 0.031253 | Time: 1784.1 ms [2021-12-02 01:26:34 main:581] : INFO : Epoch 1852 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1796.87 ms [2021-12-02 01:26:36 main:581] : INFO : Epoch 1853 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1768.58 ms [2021-12-02 01:26:38 main:581] : INFO : Epoch 1854 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1826.56 ms [2021-12-02 01:26:39 main:581] : INFO : Epoch 1855 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 1808.35 ms [2021-12-02 01:26:41 main:581] : INFO : Epoch 1856 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1845.01 ms [2021-12-02 01:26:43 main:581] : INFO : Epoch 1857 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1803.57 ms [2021-12-02 01:26:45 main:581] : INFO : Epoch 1858 | loss: 0.0312516 | val_loss: 0.0312533 | Time: 1762.7 ms [2021-12-02 01:26:46 main:581] : INFO : Epoch 1859 | loss: 0.031252 | val_loss: 0.0312507 | Time: 1764.88 ms [2021-12-02 01:26:48 main:581] : INFO : Epoch 1860 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1799.8 ms [2021-12-02 01:26:50 main:581] : INFO : Epoch 1861 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1758.99 ms [2021-12-02 01:26:52 main:581] : INFO : Epoch 1862 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 1760.88 ms [2021-12-02 01:26:54 main:581] : INFO : Epoch 1863 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 1773.24 ms [2021-12-02 01:26:55 main:581] : INFO : Epoch 1864 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 1779.74 ms [2021-12-02 01:26:57 main:581] : INFO : Epoch 1865 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1804.97 ms [2021-12-02 01:26:59 main:581] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1781.07 ms [2021-12-02 01:27:01 main:581] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312536 | Time: 1810.01 ms [2021-12-02 01:27:03 main:581] : INFO : Epoch 1868 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 1751.2 ms [2021-12-02 01:27:04 main:581] : INFO : Epoch 1869 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1788.23 ms [2021-12-02 01:27:06 main:581] : INFO : Epoch 1870 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 1781.51 ms [2021-12-02 01:27:08 main:581] : INFO : Epoch 1871 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1839.37 ms [2021-12-02 01:27:10 main:581] : INFO : Epoch 1872 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1812.76 ms [2021-12-02 01:27:12 main:581] : INFO : Epoch 1873 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1803.52 ms [2021-12-02 01:27:13 main:581] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1771.76 ms [2021-12-02 01:27:15 main:581] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1793.54 ms [2021-12-02 01:27:17 main:581] : INFO : Epoch 1876 | loss: 0.031252 | val_loss: 0.0312524 | Time: 1809.36 ms [2021-12-02 01:27:19 main:581] : INFO : Epoch 1877 | loss: 0.0312523 | val_loss: 0.0312544 | Time: 1770.86 ms [2021-12-02 01:27:21 main:581] : INFO : Epoch 1878 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 1818.82 ms [2021-12-02 01:27:22 main:581] : INFO : Epoch 1879 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 1783.94 ms [2021-12-02 01:27:24 main:581] : INFO : Epoch 1880 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1840.03 ms [2021-12-02 01:27:26 main:581] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1801.54 ms [2021-12-02 01:27:28 main:581] : INFO : Epoch 1882 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1808.76 ms [2021-12-02 01:27:29 main:581] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1755.95 ms [2021-12-02 01:27:31 main:581] : INFO : Epoch 1884 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1776.59 ms [2021-12-02 01:27:33 main:581] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1793.69 ms [2021-12-02 01:27:35 main:581] : INFO : Epoch 1886 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1762.79 ms [2021-12-02 01:27:37 main:581] : INFO : Epoch 1887 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1789.4 ms [2021-12-02 01:27:38 main:581] : INFO : Epoch 1888 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 1798.75 ms [2021-12-02 01:27:40 main:581] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1818.82 ms [2021-12-02 01:27:42 main:581] : INFO : Epoch 1890 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1806.07 ms [2021-12-02 01:27:44 main:581] : INFO : Epoch 1891 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 1792.27 ms [2021-12-02 01:27:46 main:581] : INFO : Epoch 1892 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 1811.3 ms [2021-12-02 01:27:47 main:581] : INFO : Epoch 1893 | loss: 0.0312508 | val_loss: 0.0312552 | Time: 1788.35 ms [2021-12-02 01:27:49 main:581] : INFO : Epoch 1894 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 1856.1 ms [2021-12-02 01:27:51 main:581] : INFO : Epoch 1895 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 1774.12 ms [2021-12-02 01:27:53 main:581] : INFO : Epoch 1896 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1809.95 ms [2021-12-02 01:27:55 main:581] : INFO : Epoch 1897 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 1814.04 ms [2021-12-02 01:27:57 main:581] : INFO : Epoch 1898 | loss: 0.0312507 | val_loss: 0.0312532 | Time: 1822.67 ms [2021-12-02 01:27:58 main:581] : INFO : Epoch 1899 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 1816.71 ms [2021-12-02 01:28:00 main:581] : INFO : Epoch 1900 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1801.91 ms [2021-12-02 01:28:02 main:581] : INFO : Epoch 1901 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1817.22 ms [2021-12-02 01:28:04 main:581] : INFO : Epoch 1902 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1769.94 ms [2021-12-02 01:28:06 main:581] : INFO : Epoch 1903 | loss: 0.0312517 | val_loss: 0.031254 | Time: 1823.21 ms [2021-12-02 01:28:07 main:581] : INFO : Epoch 1904 | loss: 0.0312543 | val_loss: 0.0312504 | Time: 1777.88 ms [2021-12-02 01:28:09 main:581] : INFO : Epoch 1905 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1771.88 ms [2021-12-02 01:28:11 main:581] : INFO : Epoch 1906 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1806.12 ms [2021-12-02 01:28:13 main:581] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1774.33 ms [2021-12-02 01:28:14 main:581] : INFO : Epoch 1908 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1753.3 ms [2021-12-02 01:28:16 main:581] : INFO : Epoch 1909 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1771.82 ms [2021-12-02 01:28:18 main:581] : INFO : Epoch 1910 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1838.04 ms [2021-12-02 01:28:20 main:581] : INFO : Epoch 1911 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1792.66 ms [2021-12-02 01:28:22 main:581] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1759.98 ms [2021-12-02 01:28:23 main:581] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1788.13 ms [2021-12-02 01:28:25 main:581] : INFO : Epoch 1914 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1828.15 ms [2021-12-02 01:28:27 main:581] : INFO : Epoch 1915 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1783.95 ms [2021-12-02 01:28:29 main:581] : INFO : Epoch 1916 | loss: 0.0312518 | val_loss: 0.031255 | Time: 1784.48 ms [2021-12-02 01:28:31 main:581] : INFO : Epoch 1917 | loss: 0.0312526 | val_loss: 0.0312505 | Time: 1776.41 ms [2021-12-02 01:28:32 main:581] : INFO : Epoch 1918 | loss: 0.031251 | val_loss: 0.0312526 | Time: 1768.93 ms [2021-12-02 01:28:34 main:581] : INFO : Epoch 1919 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1769.91 ms [2021-12-02 01:28:36 main:581] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1789.95 ms [2021-12-02 01:28:38 main:581] : INFO : Epoch 1921 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1810.79 ms [2021-12-02 01:28:40 main:581] : INFO : Epoch 1922 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1846.96 ms [2021-12-02 01:28:41 main:581] : INFO : Epoch 1923 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1795.77 ms [2021-12-02 01:28:43 main:581] : INFO : Epoch 1924 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1792.87 ms [2021-12-02 01:28:45 main:581] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1774.5 ms [2021-12-02 01:28:47 main:581] : INFO : Epoch 1926 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1783.05 ms [2021-12-02 01:28:48 main:581] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1786.41 ms [2021-12-02 01:28:50 main:581] : INFO : Epoch 1928 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1808.92 ms [2021-12-02 01:28:52 main:581] : INFO : Epoch 1929 | loss: 0.0312519 | val_loss: 0.031251 | Time: 1763.94 ms [2021-12-02 01:28:54 main:581] : INFO : Epoch 1930 | loss: 0.031252 | val_loss: 0.0312529 | Time: 1783.75 ms [2021-12-02 01:28:56 main:581] : INFO : Epoch 1931 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1760.31 ms [2021-12-02 01:28:57 main:581] : INFO : Epoch 1932 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1803.86 ms [2021-12-02 01:28:59 main:581] : INFO : Epoch 1933 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1776.58 ms [2021-12-02 01:29:01 main:581] : INFO : Epoch 1934 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 1819.62 ms [2021-12-02 01:29:03 main:581] : INFO : Epoch 1935 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 1832.87 ms [2021-12-02 01:29:05 main:581] : INFO : Epoch 1936 | loss: 0.0312522 | val_loss: 0.0312507 | Time: 1779.71 ms [2021-12-02 01:29:06 main:581] : INFO : Epoch 1937 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1815.42 ms [2021-12-02 01:29:08 main:581] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1796.69 ms [2021-12-02 01:29:10 main:581] : INFO : Epoch 1939 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1813.62 ms [2021-12-02 01:29:12 main:581] : INFO : Epoch 1940 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 1771.11 ms [2021-12-02 01:29:14 main:581] : INFO : Epoch 1941 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1761.75 ms [2021-12-02 01:29:15 main:581] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1757.7 ms [2021-12-02 01:29:17 main:581] : INFO : Epoch 1943 | loss: 0.0312514 | val_loss: 0.0312525 | Time: 1779.58 ms [2021-12-02 01:29:19 main:581] : INFO : Epoch 1944 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1773.95 ms [2021-12-02 01:29:21 main:581] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1768.46 ms [2021-12-02 01:29:22 main:581] : INFO : Epoch 1946 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1782.89 ms [2021-12-02 01:29:24 main:581] : INFO : Epoch 1947 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1780.15 ms [2021-12-02 01:29:26 main:581] : INFO : Epoch 1948 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1759.39 ms [2021-12-02 01:29:28 main:581] : INFO : Epoch 1949 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1755.59 ms [2021-12-02 01:29:29 main:581] : INFO : Epoch 1950 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1773.86 ms [2021-12-02 01:29:31 main:581] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1750.45 ms [2021-12-02 01:29:33 main:581] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1821.76 ms [2021-12-02 01:29:35 main:581] : INFO : Epoch 1953 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1806.56 ms [2021-12-02 01:29:37 main:581] : INFO : Epoch 1954 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1755.1 ms [2021-12-02 01:29:38 main:581] : INFO : Epoch 1955 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1750.58 ms [2021-12-02 01:29:40 main:581] : INFO : Epoch 1956 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1831.22 ms [2021-12-02 01:29:42 main:581] : INFO : Epoch 1957 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1811.31 ms [2021-12-02 01:29:44 main:581] : INFO : Epoch 1958 | loss: 0.0312522 | val_loss: 0.0312503 | Time: 1760.54 ms [2021-12-02 01:29:46 main:581] : INFO : Epoch 1959 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1808.58 ms [2021-12-02 01:29:47 main:581] : INFO : Epoch 1960 | loss: 0.0312509 | val_loss: 0.0312577 | Time: 1764.71 ms [2021-12-02 01:29:49 main:581] : INFO : Epoch 1961 | loss: 0.0312521 | val_loss: 0.0312512 | Time: 1778.61 ms [2021-12-02 01:29:51 main:581] : INFO : Epoch 1962 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 1774.05 ms [2021-12-02 01:29:53 main:581] : INFO : Epoch 1963 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1769.96 ms [2021-12-02 01:29:54 main:581] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1779.33 ms [2021-12-02 01:29:56 main:581] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1774.99 ms [2021-12-02 01:29:58 main:581] : INFO : Epoch 1966 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 1752.04 ms [2021-12-02 01:30:00 main:581] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 1845.25 ms [2021-12-02 01:30:02 main:581] : INFO : Epoch 1968 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1757.23 ms [2021-12-02 01:30:03 main:581] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1814.02 ms [2021-12-02 01:30:05 main:581] : INFO : Epoch 1970 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1780.26 ms [2021-12-02 01:30:07 main:581] : INFO : Epoch 1971 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1795.64 ms [2021-12-02 01:30:09 main:581] : INFO : Epoch 1972 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1807.09 ms [2021-12-02 01:30:11 main:581] : INFO : Epoch 1973 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1849.38 ms [2021-12-02 01:30:12 main:581] : INFO : Epoch 1974 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1756.35 ms [2021-12-02 01:30:14 main:581] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1810.17 ms [2021-12-02 01:30:16 main:581] : INFO : Epoch 1976 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1841.39 ms [2021-12-02 01:30:18 main:581] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1820.59 ms [2021-12-02 01:30:20 main:581] : INFO : Epoch 1978 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1782.85 ms [2021-12-02 01:30:21 main:581] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1777.47 ms [2021-12-02 01:30:23 main:581] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1764.53 ms [2021-12-02 01:30:25 main:581] : INFO : Epoch 1981 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1812.41 ms [2021-12-02 01:30:27 main:581] : INFO : Epoch 1982 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1789.61 ms [2021-12-02 01:30:29 main:581] : INFO : Epoch 1983 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 1807.9 ms [2021-12-02 01:30:30 main:581] : INFO : Epoch 1984 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 1793.77 ms [2021-12-02 01:30:32 main:581] : INFO : Epoch 1985 | loss: 0.0312514 | val_loss: 0.0312535 | Time: 1808.35 ms [2021-12-02 01:30:34 main:581] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1750.01 ms [2021-12-02 01:30:36 main:581] : INFO : Epoch 1987 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1770.28 ms [2021-12-02 01:30:37 main:581] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1778.86 ms [2021-12-02 01:30:39 main:581] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1782.88 ms [2021-12-02 01:30:41 main:581] : INFO : Epoch 1990 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1823.22 ms [2021-12-02 01:30:43 main:581] : INFO : Epoch 1991 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1798.67 ms [2021-12-02 01:30:45 main:581] : INFO : Epoch 1992 | loss: 0.0312508 | val_loss: 0.031253 | Time: 1803.68 ms [2021-12-02 01:30:47 main:581] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1823.1 ms [2021-12-02 01:30:48 main:581] : INFO : Epoch 1994 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1749.76 ms [2021-12-02 01:30:50 main:581] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1770.04 ms [2021-12-02 01:30:52 main:581] : INFO : Epoch 1996 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1862.57 ms [2021-12-02 01:30:54 main:581] : INFO : Epoch 1997 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1758.73 ms [2021-12-02 01:30:55 main:581] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1777.81 ms [2021-12-02 01:30:57 main:581] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1798.44 ms [2021-12-02 01:30:59 main:581] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1754.46 ms [2021-12-02 01:31:01 main:581] : INFO : Epoch 2001 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1830.6 ms [2021-12-02 01:31:03 main:581] : INFO : Epoch 2002 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 1807.87 ms [2021-12-02 01:31:04 main:581] : INFO : Epoch 2003 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1750.97 ms [2021-12-02 01:31:06 main:581] : INFO : Epoch 2004 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1763.66 ms [2021-12-02 01:31:08 main:581] : INFO : Epoch 2005 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 1764.02 ms [2021-12-02 01:31:10 main:581] : INFO : Epoch 2006 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1748.59 ms [2021-12-02 01:31:11 main:581] : INFO : Epoch 2007 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1767.55 ms [2021-12-02 01:31:13 main:581] : INFO : Epoch 2008 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1792.64 ms [2021-12-02 01:31:15 main:581] : INFO : Epoch 2009 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1753.92 ms [2021-12-02 01:31:17 main:581] : INFO : Epoch 2010 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1751.92 ms [2021-12-02 01:31:19 main:581] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1773.1 ms [2021-12-02 01:31:20 main:581] : INFO : Epoch 2012 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1806.74 ms [2021-12-02 01:31:22 main:581] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1802.58 ms [2021-12-02 01:31:24 main:581] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1816.9 ms [2021-12-02 01:31:26 main:581] : INFO : Epoch 2015 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1766.83 ms [2021-12-02 01:31:27 main:581] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1779.75 ms [2021-12-02 01:31:29 main:581] : INFO : Epoch 2017 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 1769.44 ms [2021-12-02 01:31:31 main:581] : INFO : Epoch 2018 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1768.59 ms [2021-12-02 01:31:33 main:581] : INFO : Epoch 2019 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1764.14 ms [2021-12-02 01:31:35 main:581] : INFO : Epoch 2020 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1780.07 ms [2021-12-02 01:31:36 main:581] : INFO : Epoch 2021 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1755.26 ms [2021-12-02 01:31:38 main:581] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1778.02 ms [2021-12-02 01:31:40 main:581] : INFO : Epoch 2023 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1753.29 ms [2021-12-02 01:31:42 main:581] : INFO : Epoch 2024 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1805.68 ms [2021-12-02 01:31:43 main:581] : INFO : Epoch 2025 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1817.11 ms [2021-12-02 01:31:45 main:581] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1797.52 ms [2021-12-02 01:31:47 main:581] : INFO : Epoch 2027 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1822.22 ms [2021-12-02 01:31:49 main:581] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1810.35 ms [2021-12-02 01:31:51 main:581] : INFO : Epoch 2029 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1810.25 ms [2021-12-02 01:31:53 main:581] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1793.64 ms [2021-12-02 01:31:54 main:581] : INFO : Epoch 2031 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1782.74 ms [2021-12-02 01:31:56 main:581] : INFO : Epoch 2032 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 1776.94 ms [2021-12-02 01:31:58 main:581] : INFO : Epoch 2033 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1782.69 ms [2021-12-02 01:32:00 main:581] : INFO : Epoch 2034 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1785.06 ms [2021-12-02 01:32:01 main:581] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1768.88 ms [2021-12-02 01:32:03 main:581] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1760.64 ms [2021-12-02 01:32:05 main:581] : INFO : Epoch 2037 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 1758.55 ms [2021-12-02 01:32:07 main:581] : INFO : Epoch 2038 | loss: 0.0312514 | val_loss: 0.0312528 | Time: 1783.5 ms [2021-12-02 01:32:08 main:581] : INFO : Epoch 2039 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1762.82 ms [2021-12-02 01:32:10 main:581] : INFO : Epoch 2040 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 1767.34 ms [2021-12-02 01:32:12 main:581] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1841.03 ms [2021-12-02 01:32:14 main:581] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1803.83 ms [2021-12-02 01:32:16 main:581] : INFO : Epoch 2043 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1806.04 ms [2021-12-02 01:32:17 main:581] : INFO : Epoch 2044 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 1744.7 ms [2021-12-02 01:32:19 main:581] : INFO : Epoch 2045 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 1752.51 ms [2021-12-02 01:32:21 main:581] : INFO : Epoch 2046 | loss: 0.0312548 | val_loss: 0.0312534 | Time: 1816.03 ms [2021-12-02 01:32:23 main:581] : INFO : Epoch 2047 | loss: 0.0337149 | val_loss: 0.0330127 | Time: 1831.48 ms [2021-12-02 01:32:25 main:581] : INFO : Epoch 2048 | loss: 0.0329336 | val_loss: 0.0314577 | Time: 1780.01 ms [2021-12-02 01:32:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0314577 [2021-12-02 01:32:25 main:610] : INFO : Saving end state to config to file [2021-12-02 01:32:25 main:615] : INFO : Success, exiting.. 01:32:25 (2565): 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)