Task 14597206
| Name | ParityModified-1647046254-23513-2-0_1 |
| Workunit | 11187387 |
| Created | 11 Apr 2022, 12:53:30 UTC |
| Sent | 11 Apr 2022, 12:53:40 UTC |
| Report deadline | 19 Apr 2022, 12:53:40 UTC |
| Received | 11 Apr 2022, 14:00:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 4 min 42 sec |
| CPU time | 1 hours 3 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 1711.61 ms [2022-04-11 15:45:17 main:574] : INFO : Epoch 1543 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 1722.66 ms [2022-04-11 15:45:19 main:574] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 1713.82 ms [2022-04-11 15:45:21 main:574] : INFO : Epoch 1545 | loss: 0.0311742 | val_loss: 0.0311698 | Time: 1737.46 ms [2022-04-11 15:45:23 main:574] : INFO : Epoch 1546 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 1718.09 ms [2022-04-11 15:45:24 main:574] : INFO : Epoch 1547 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 1760.05 ms [2022-04-11 15:45:26 main:574] : INFO : Epoch 1548 | loss: 0.0311568 | val_loss: 0.0311671 | Time: 1958.99 ms [2022-04-11 15:45:28 main:574] : INFO : Epoch 1549 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 1805.02 ms [2022-04-11 15:45:30 main:574] : INFO : Epoch 1550 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 1763.67 ms [2022-04-11 15:45:32 main:574] : INFO : Epoch 1551 | loss: 0.0311553 | val_loss: 0.0311732 | Time: 1727.08 ms [2022-04-11 15:45:33 main:574] : INFO : Epoch 1552 | loss: 0.0311545 | val_loss: 0.031168 | Time: 1732.14 ms [2022-04-11 15:45:35 main:574] : INFO : Epoch 1553 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 1726.84 ms [2022-04-11 15:45:37 main:574] : INFO : Epoch 1554 | loss: 0.0311528 | val_loss: 0.0311646 | Time: 1735.58 ms [2022-04-11 15:45:39 main:574] : INFO : Epoch 1555 | loss: 0.0311523 | val_loss: 0.0311655 | Time: 1759.7 ms [2022-04-11 15:45:40 main:574] : INFO : Epoch 1556 | loss: 0.0311529 | val_loss: 0.0311667 | Time: 1727.93 ms [2022-04-11 15:45:42 main:574] : INFO : Epoch 1557 | loss: 0.0311688 | val_loss: 0.031172 | Time: 1726.67 ms [2022-04-11 15:45:44 main:574] : INFO : Epoch 1558 | loss: 0.0311666 | val_loss: 0.0311678 | Time: 1734.47 ms [2022-04-11 15:45:46 main:574] : INFO : Epoch 1559 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 1725.88 ms [2022-04-11 15:45:47 main:574] : INFO : Epoch 1560 | loss: 0.0311606 | val_loss: 0.0311653 | Time: 1726.95 ms [2022-04-11 15:45:49 main:574] : INFO : Epoch 1561 | loss: 0.0311615 | val_loss: 0.0311674 | Time: 1716.95 ms [2022-04-11 15:45:51 main:574] : INFO : Epoch 1562 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 1720.73 ms [2022-04-11 15:45:53 main:574] : INFO : Epoch 1563 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 1732.79 ms [2022-04-11 15:45:54 main:574] : INFO : Epoch 1564 | loss: 0.0311614 | val_loss: 0.0311652 | Time: 1723.57 ms [2022-04-11 15:45:56 main:574] : INFO : Epoch 1565 | loss: 0.0311581 | val_loss: 0.0311662 | Time: 1731.25 ms [2022-04-11 15:45:58 main:574] : INFO : Epoch 1566 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 1750.75 ms [2022-04-11 15:45:59 main:574] : INFO : Epoch 1567 | loss: 0.0311625 | val_loss: 0.0311668 | Time: 1720.56 ms [2022-04-11 15:46:01 main:574] : INFO : Epoch 1568 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 1751.17 ms [2022-04-11 15:46:03 main:574] : INFO : Epoch 1569 | loss: 0.0311592 | val_loss: 0.031162 | Time: 1725.01 ms [2022-04-11 15:46:05 main:574] : INFO : Epoch 1570 | loss: 0.031159 | val_loss: 0.0311634 | Time: 1728.7 ms [2022-04-11 15:46:06 main:574] : INFO : Epoch 1571 | loss: 0.031153 | val_loss: 0.031162 | Time: 1713.4 ms [2022-04-11 15:46:08 main:574] : INFO : Epoch 1572 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 1721.46 ms [2022-04-11 15:46:10 main:574] : INFO : Epoch 1573 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 1717.68 ms [2022-04-11 15:46:12 main:574] : INFO : Epoch 1574 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 1742.4 ms [2022-04-11 15:46:13 main:574] : INFO : Epoch 1575 | loss: 0.0311497 | val_loss: 0.0311629 | Time: 1726.4 ms [2022-04-11 15:46:15 main:574] : INFO : Epoch 1576 | loss: 0.0311502 | val_loss: 0.031166 | Time: 1719.26 ms [2022-04-11 15:46:17 main:574] : INFO : Epoch 1577 | loss: 0.031152 | val_loss: 0.0311643 | Time: 1728.21 ms [2022-04-11 15:46:19 main:574] : INFO : Epoch 1578 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 1733.23 ms [2022-04-11 15:46:20 main:574] : INFO : Epoch 1579 | loss: 0.0311528 | val_loss: 0.0311707 | Time: 1718.99 ms [2022-04-11 15:46:22 main:574] : INFO : Epoch 1580 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 1730.48 ms [2022-04-11 15:46:24 main:574] : INFO : Epoch 1581 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 1723.53 ms [2022-04-11 15:46:26 main:574] : INFO : Epoch 1582 | loss: 0.0311452 | val_loss: 0.031162 | Time: 1739.91 ms [2022-04-11 15:46:27 main:574] : INFO : Epoch 1583 | loss: 0.0311445 | val_loss: 0.0311624 | Time: 1725.3 ms [2022-04-11 15:46:29 main:574] : INFO : Epoch 1584 | loss: 0.031163 | val_loss: 0.0311763 | Time: 1734.41 ms [2022-04-11 15:46:31 main:574] : INFO : Epoch 1585 | loss: 0.0370971 | val_loss: 0.0516805 | Time: 1734.46 ms [2022-04-11 15:46:32 main:574] : INFO : Epoch 1586 | loss: 0.0413045 | val_loss: 0.0342762 | Time: 1734.67 ms [2022-04-11 15:46:34 main:574] : INFO : Epoch 1587 | loss: 0.0320516 | val_loss: 0.0316067 | Time: 1727.05 ms [2022-04-11 15:46:36 main:574] : INFO : Epoch 1588 | loss: 0.0314032 | val_loss: 0.0313066 | Time: 1729.87 ms [2022-04-11 15:46:38 main:574] : INFO : Epoch 1589 | loss: 0.031283 | val_loss: 0.031269 | Time: 1756.85 ms [2022-04-11 15:46:39 main:574] : INFO : Epoch 1590 | loss: 0.0312609 | val_loss: 0.0312581 | Time: 1738.19 ms [2022-04-11 15:46:41 main:574] : INFO : Epoch 1591 | loss: 0.0312556 | val_loss: 0.0312549 | Time: 1751.43 ms [2022-04-11 15:46:43 main:574] : INFO : Epoch 1592 | loss: 0.0312535 | val_loss: 0.0312534 | Time: 2063.3 ms [2022-04-11 15:46:45 main:574] : INFO : Epoch 1593 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 1906.26 ms [2022-04-11 15:46:47 main:574] : INFO : Epoch 1594 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 1902.73 ms [2022-04-11 15:46:49 main:574] : INFO : Epoch 1595 | loss: 0.031251 | val_loss: 0.031251 | Time: 1775.66 ms [2022-04-11 15:46:51 main:574] : INFO : Epoch 1596 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1776.23 ms [2022-04-11 15:46:52 main:574] : INFO : Epoch 1597 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1794.72 ms [2022-04-11 15:46:54 main:574] : INFO : Epoch 1598 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1780.76 ms [2022-04-11 15:46:56 main:574] : INFO : Epoch 1599 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1790.6 ms [2022-04-11 15:46:58 main:574] : INFO : Epoch 1600 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1761.38 ms [2022-04-11 15:47:00 main:574] : INFO : Epoch 1601 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 1801.06 ms [2022-04-11 15:47:01 main:574] : INFO : Epoch 1602 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1752.87 ms [2022-04-11 15:47:03 main:574] : INFO : Epoch 1603 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 1772.75 ms [2022-04-11 15:47:05 main:574] : INFO : Epoch 1604 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 1777.61 ms [2022-04-11 15:47:07 main:574] : INFO : Epoch 1605 | loss: 0.0312423 | val_loss: 0.0312413 | Time: 1767.97 ms [2022-04-11 15:47:09 main:574] : INFO : Epoch 1606 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 1749.28 ms [2022-04-11 15:47:10 main:574] : INFO : Epoch 1607 | loss: 0.0312402 | val_loss: 0.0312392 | Time: 1806.82 ms [2022-04-11 15:47:12 main:574] : INFO : Epoch 1608 | loss: 0.0312391 | val_loss: 0.0312376 | Time: 1757.04 ms [2022-04-11 15:47:14 main:574] : INFO : Epoch 1609 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 1785.16 ms [2022-04-11 15:47:16 main:574] : INFO : Epoch 1610 | loss: 0.0312366 | val_loss: 0.0312349 | Time: 1787.69 ms [2022-04-11 15:47:17 main:574] : INFO : Epoch 1611 | loss: 0.0312354 | val_loss: 0.0312337 | Time: 1761.93 ms [2022-04-11 15:47:19 main:574] : INFO : Epoch 1612 | loss: 0.0312347 | val_loss: 0.0312322 | Time: 1818.77 ms [2022-04-11 15:47:21 main:574] : INFO : Epoch 1613 | loss: 0.0312335 | val_loss: 0.0312312 | Time: 1738.16 ms [2022-04-11 15:47:23 main:574] : INFO : Epoch 1614 | loss: 0.0312321 | val_loss: 0.0312296 | Time: 1731.14 ms [2022-04-11 15:47:25 main:574] : INFO : Epoch 1615 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 1809.81 ms [2022-04-11 15:47:26 main:574] : INFO : Epoch 1616 | loss: 0.0312298 | val_loss: 0.0312272 | Time: 1751.3 ms [2022-04-11 15:47:28 main:574] : INFO : Epoch 1617 | loss: 0.0312284 | val_loss: 0.0312258 | Time: 1828.56 ms [2022-04-11 15:47:30 main:574] : INFO : Epoch 1618 | loss: 0.0312275 | val_loss: 0.0312266 | Time: 1825.47 ms [2022-04-11 15:47:32 main:574] : INFO : Epoch 1619 | loss: 0.0312271 | val_loss: 0.0312237 | Time: 1750.79 ms [2022-04-11 15:47:34 main:574] : INFO : Epoch 1620 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 1756.15 ms [2022-04-11 15:47:35 main:574] : INFO : Epoch 1621 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 1811.88 ms [2022-04-11 15:47:37 main:574] : INFO : Epoch 1622 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 1735.33 ms [2022-04-11 15:47:39 main:574] : INFO : Epoch 1623 | loss: 0.0312229 | val_loss: 0.0312202 | Time: 1764.58 ms [2022-04-11 15:47:41 main:574] : INFO : Epoch 1624 | loss: 0.0312222 | val_loss: 0.0312207 | Time: 1847.87 ms [2022-04-11 15:47:43 main:574] : INFO : Epoch 1625 | loss: 0.0312217 | val_loss: 0.0312199 | Time: 1776.37 ms [2022-04-11 15:47:44 main:574] : INFO : Epoch 1626 | loss: 0.0312214 | val_loss: 0.0312185 | Time: 1826 ms [2022-04-11 15:47:46 main:574] : INFO : Epoch 1627 | loss: 0.0312218 | val_loss: 0.0312199 | Time: 1747.78 ms [2022-04-11 15:47:48 main:574] : INFO : Epoch 1628 | loss: 0.0312215 | val_loss: 0.0312201 | Time: 1763.65 ms [2022-04-11 15:47:50 main:574] : INFO : Epoch 1629 | loss: 0.0312205 | val_loss: 0.0312187 | Time: 1846.21 ms [2022-04-11 15:47:51 main:574] : INFO : Epoch 1630 | loss: 0.0312205 | val_loss: 0.031216 | Time: 1735.85 ms [2022-04-11 15:47:53 main:574] : INFO : Epoch 1631 | loss: 0.031218 | val_loss: 0.0312158 | Time: 1742.04 ms [2022-04-11 15:47:55 main:574] : INFO : Epoch 1632 | loss: 0.0312175 | val_loss: 0.0312144 | Time: 1813.18 ms [2022-04-11 15:47:57 main:574] : INFO : Epoch 1633 | loss: 0.0312168 | val_loss: 0.0312142 | Time: 1773.22 ms [2022-04-11 15:47:59 main:574] : INFO : Epoch 1634 | loss: 0.0312169 | val_loss: 0.0312146 | Time: 1892.5 ms [2022-04-11 15:48:01 main:574] : INFO : Epoch 1635 | loss: 0.031218 | val_loss: 0.0312128 | Time: 1795.57 ms [2022-04-11 15:48:02 main:574] : INFO : Epoch 1636 | loss: 0.0312148 | val_loss: 0.0312111 | Time: 1838.38 ms [2022-04-11 15:48:04 main:574] : INFO : Epoch 1637 | loss: 0.0312148 | val_loss: 0.0312107 | Time: 1763.87 ms [2022-04-11 15:48:06 main:574] : INFO : Epoch 1638 | loss: 0.031214 | val_loss: 0.0312102 | Time: 1814.23 ms [2022-04-11 15:48:08 main:574] : INFO : Epoch 1639 | loss: 0.0312136 | val_loss: 0.03121 | Time: 1854.52 ms [2022-04-11 15:48:10 main:574] : INFO : Epoch 1640 | loss: 0.0312136 | val_loss: 0.0312106 | Time: 1848.21 ms [2022-04-11 15:48:11 main:574] : INFO : Epoch 1641 | loss: 0.0312133 | val_loss: 0.0312098 | Time: 1800.87 ms [2022-04-11 15:48:13 main:574] : INFO : Epoch 1642 | loss: 0.0312128 | val_loss: 0.0312083 | Time: 1756.94 ms [2022-04-11 15:48:15 main:574] : INFO : Epoch 1643 | loss: 0.0312124 | val_loss: 0.0312088 | Time: 1725.85 ms [2022-04-11 15:48:17 main:574] : INFO : Epoch 1644 | loss: 0.031213 | val_loss: 0.0312083 | Time: 1731.12 ms [2022-04-11 15:48:18 main:574] : INFO : Epoch 1645 | loss: 0.0312118 | val_loss: 0.0312076 | Time: 1727.13 ms [2022-04-11 15:48:20 main:574] : INFO : Epoch 1646 | loss: 0.0312115 | val_loss: 0.0312098 | Time: 1750.2 ms [2022-04-11 15:48:22 main:574] : INFO : Epoch 1647 | loss: 0.0312118 | val_loss: 0.0312102 | Time: 1723.7 ms [2022-04-11 15:48:24 main:574] : INFO : Epoch 1648 | loss: 0.031213 | val_loss: 0.0312069 | Time: 1717.13 ms [2022-04-11 15:48:25 main:574] : INFO : Epoch 1649 | loss: 0.0312112 | val_loss: 0.0312074 | Time: 1714.03 ms [2022-04-11 15:48:27 main:574] : INFO : Epoch 1650 | loss: 0.0312129 | val_loss: 0.0312076 | Time: 1710.82 ms [2022-04-11 15:48:29 main:574] : INFO : Epoch 1651 | loss: 0.0312131 | val_loss: 0.0312105 | Time: 1717.4 ms [2022-04-11 15:48:31 main:574] : INFO : Epoch 1652 | loss: 0.0312127 | val_loss: 0.0312082 | Time: 1722.28 ms [2022-04-11 15:48:32 main:574] : INFO : Epoch 1653 | loss: 0.0312117 | val_loss: 0.0312084 | Time: 1718.34 ms [2022-04-11 15:48:34 main:574] : INFO : Epoch 1654 | loss: 0.0312114 | val_loss: 0.0312082 | Time: 1722 ms [2022-04-11 15:48:36 main:574] : INFO : Epoch 1655 | loss: 0.0312119 | val_loss: 0.0312066 | Time: 1725.76 ms [2022-04-11 15:48:38 main:574] : INFO : Epoch 1656 | loss: 0.0312136 | val_loss: 0.0312088 | Time: 1732.83 ms [2022-04-11 15:48:39 main:574] : INFO : Epoch 1657 | loss: 0.0312105 | val_loss: 0.0312065 | Time: 1744.47 ms [2022-04-11 15:48:41 main:574] : INFO : Epoch 1658 | loss: 0.0312114 | val_loss: 0.0312077 | Time: 1780.12 ms [2022-04-11 15:48:43 main:574] : INFO : Epoch 1659 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1726.88 ms [2022-04-11 15:48:45 main:574] : INFO : Epoch 1660 | loss: 0.0312135 | val_loss: 0.031207 | Time: 1747.08 ms [2022-04-11 15:48:47 main:574] : INFO : Epoch 1661 | loss: 0.0312104 | val_loss: 0.0312084 | Time: 1944.91 ms [2022-04-11 15:48:49 main:574] : INFO : Epoch 1662 | loss: 0.0312106 | val_loss: 0.0312077 | Time: 1999.47 ms [2022-04-11 15:48:50 main:574] : INFO : Epoch 1663 | loss: 0.0312098 | val_loss: 0.0312051 | Time: 1812.24 ms [2022-04-11 15:48:52 main:574] : INFO : Epoch 1664 | loss: 0.0312102 | val_loss: 0.0312059 | Time: 1797.8 ms [2022-04-11 15:48:54 main:574] : INFO : Epoch 1665 | loss: 0.0312105 | val_loss: 0.0312051 | Time: 1804.84 ms [2022-04-11 15:48:56 main:574] : INFO : Epoch 1666 | loss: 0.0312097 | val_loss: 0.0312082 | Time: 1738.09 ms [2022-04-11 15:48:57 main:574] : INFO : Epoch 1667 | loss: 0.0312117 | val_loss: 0.0312092 | Time: 1730.4 ms [2022-04-11 15:48:59 main:574] : INFO : Epoch 1668 | loss: 0.0312106 | val_loss: 0.0312046 | Time: 1717.59 ms [2022-04-11 15:49:01 main:574] : INFO : Epoch 1669 | loss: 0.0312089 | val_loss: 0.0312048 | Time: 1721.31 ms [2022-04-11 15:49:03 main:574] : INFO : Epoch 1670 | loss: 0.0312109 | val_loss: 0.0312088 | Time: 1717.32 ms [2022-04-11 15:49:04 main:574] : INFO : Epoch 1671 | loss: 0.0312101 | val_loss: 0.0312056 | Time: 1708.17 ms [2022-04-11 15:49:06 main:574] : INFO : Epoch 1672 | loss: 0.0312088 | val_loss: 0.0312047 | Time: 1788.71 ms [2022-04-11 15:49:08 main:574] : INFO : Epoch 1673 | loss: 0.0312078 | val_loss: 0.0312076 | Time: 1821.75 ms [2022-04-11 15:49:10 main:574] : INFO : Epoch 1674 | loss: 0.0312107 | val_loss: 0.0312061 | Time: 1756.69 ms [2022-04-11 15:49:12 main:574] : INFO : Epoch 1675 | loss: 0.0312081 | val_loss: 0.0312039 | Time: 1913.99 ms [2022-04-11 15:49:14 main:574] : INFO : Epoch 1676 | loss: 0.0312073 | val_loss: 0.0312034 | Time: 1962.3 ms [2022-04-11 15:49:15 main:574] : INFO : Epoch 1677 | loss: 0.0312069 | val_loss: 0.0312033 | Time: 1778.42 ms [2022-04-11 15:49:17 main:574] : INFO : Epoch 1678 | loss: 0.031207 | val_loss: 0.031203 | Time: 1827.4 ms [2022-04-11 15:49:19 main:574] : INFO : Epoch 1679 | loss: 0.0312063 | val_loss: 0.0312033 | Time: 1773.89 ms [2022-04-11 15:49:21 main:574] : INFO : Epoch 1680 | loss: 0.0312063 | val_loss: 0.0312033 | Time: 1771.4 ms [2022-04-11 15:49:23 main:574] : INFO : Epoch 1681 | loss: 0.0312062 | val_loss: 0.0312044 | Time: 1727.84 ms [2022-04-11 15:49:24 main:574] : INFO : Epoch 1682 | loss: 0.0312067 | val_loss: 0.0312025 | Time: 1731.59 ms [2022-04-11 15:49:26 main:574] : INFO : Epoch 1683 | loss: 0.0312068 | val_loss: 0.0312048 | Time: 1726.52 ms [2022-04-11 15:49:28 main:574] : INFO : Epoch 1684 | loss: 0.0312112 | val_loss: 0.0312031 | Time: 1720.91 ms [2022-04-11 15:49:29 main:574] : INFO : Epoch 1685 | loss: 0.0312075 | val_loss: 0.0312089 | Time: 1756.14 ms [2022-04-11 15:49:31 main:574] : INFO : Epoch 1686 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 1760.64 ms [2022-04-11 15:49:33 main:574] : INFO : Epoch 1687 | loss: 0.0312067 | val_loss: 0.0312021 | Time: 1751.15 ms [2022-04-11 15:49:35 main:574] : INFO : Epoch 1688 | loss: 0.0312054 | val_loss: 0.0312023 | Time: 1777.51 ms [2022-04-11 15:49:37 main:574] : INFO : Epoch 1689 | loss: 0.0312068 | val_loss: 0.0312015 | Time: 1761.37 ms [2022-04-11 15:49:38 main:574] : INFO : Epoch 1690 | loss: 0.0312072 | val_loss: 0.0312122 | Time: 1730.66 ms [2022-04-11 15:49:40 main:574] : INFO : Epoch 1691 | loss: 0.0312084 | val_loss: 0.0312053 | Time: 1716.03 ms [2022-04-11 15:49:42 main:574] : INFO : Epoch 1692 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 1734.09 ms [2022-04-11 15:49:44 main:574] : INFO : Epoch 1693 | loss: 0.0312091 | val_loss: 0.0312035 | Time: 1725.66 ms [2022-04-11 15:49:45 main:574] : INFO : Epoch 1694 | loss: 0.0312092 | val_loss: 0.0312034 | Time: 1715.68 ms [2022-04-11 15:49:47 main:574] : INFO : Epoch 1695 | loss: 0.0312074 | val_loss: 0.0312011 | Time: 1701.48 ms [2022-04-11 15:49:49 main:574] : INFO : Epoch 1696 | loss: 0.0312054 | val_loss: 0.0312067 | Time: 1731.6 ms [2022-04-11 15:49:50 main:574] : INFO : Epoch 1697 | loss: 0.0312054 | val_loss: 0.0312009 | Time: 1727.32 ms [2022-04-11 15:49:52 main:574] : INFO : Epoch 1698 | loss: 0.0312076 | val_loss: 0.0312068 | Time: 1733.78 ms [2022-04-11 15:49:54 main:574] : INFO : Epoch 1699 | loss: 0.0312102 | val_loss: 0.0312042 | Time: 1726.28 ms [2022-04-11 15:49:56 main:574] : INFO : Epoch 1700 | loss: 0.0312067 | val_loss: 0.0312008 | Time: 1734.02 ms [2022-04-11 15:49:57 main:574] : INFO : Epoch 1701 | loss: 0.0312049 | val_loss: 0.0312008 | Time: 1727.35 ms [2022-04-11 15:49:59 main:574] : INFO : Epoch 1702 | loss: 0.0312051 | val_loss: 0.03121 | Time: 1725.89 ms [2022-04-11 15:50:01 main:574] : INFO : Epoch 1703 | loss: 0.0312115 | val_loss: 0.0312015 | Time: 1736.66 ms [2022-04-11 15:50:03 main:574] : INFO : Epoch 1704 | loss: 0.0312077 | val_loss: 0.031202 | Time: 1721.56 ms [2022-04-11 15:50:04 main:574] : INFO : Epoch 1705 | loss: 0.031205 | val_loss: 0.0312015 | Time: 1728.83 ms [2022-04-11 15:50:06 main:574] : INFO : Epoch 1706 | loss: 0.0312071 | val_loss: 0.0312005 | Time: 1742.37 ms [2022-04-11 15:50:08 main:574] : INFO : Epoch 1707 | loss: 0.0312056 | val_loss: 0.0312004 | Time: 1743.58 ms [2022-04-11 15:50:10 main:574] : INFO : Epoch 1708 | loss: 0.031206 | val_loss: 0.0311998 | Time: 1734.12 ms [2022-04-11 15:50:11 main:574] : INFO : Epoch 1709 | loss: 0.0312045 | val_loss: 0.0311999 | Time: 1731.12 ms [2022-04-11 15:50:13 main:574] : INFO : Epoch 1710 | loss: 0.0312036 | val_loss: 0.0311999 | Time: 1735.84 ms [2022-04-11 15:50:15 main:574] : INFO : Epoch 1711 | loss: 0.0312039 | val_loss: 0.0312003 | Time: 1736.34 ms [2022-04-11 15:50:17 main:574] : INFO : Epoch 1712 | loss: 0.0312041 | val_loss: 0.0311995 | Time: 1709.92 ms [2022-04-11 15:50:18 main:574] : INFO : Epoch 1713 | loss: 0.0312043 | val_loss: 0.0311994 | Time: 1710.01 ms [2022-04-11 15:50:20 main:574] : INFO : Epoch 1714 | loss: 0.0312034 | val_loss: 0.031199 | Time: 1730.65 ms [2022-04-11 15:50:22 main:574] : INFO : Epoch 1715 | loss: 0.0312028 | val_loss: 0.0312007 | Time: 1754.11 ms [2022-04-11 15:50:24 main:574] : INFO : Epoch 1716 | loss: 0.0312047 | val_loss: 0.031199 | Time: 1755.84 ms [2022-04-11 15:50:25 main:574] : INFO : Epoch 1717 | loss: 0.0312029 | val_loss: 0.0311987 | Time: 1757.71 ms [2022-04-11 15:50:27 main:574] : INFO : Epoch 1718 | loss: 0.0312056 | val_loss: 0.0311988 | Time: 1721.7 ms [2022-04-11 15:50:29 main:574] : INFO : Epoch 1719 | loss: 0.0312032 | val_loss: 0.0311987 | Time: 1738.7 ms [2022-04-11 15:50:31 main:574] : INFO : Epoch 1720 | loss: 0.0312037 | val_loss: 0.0311984 | Time: 1746.11 ms [2022-04-11 15:50:32 main:574] : INFO : Epoch 1721 | loss: 0.0312053 | val_loss: 0.0311983 | Time: 1742.88 ms [2022-04-11 15:50:34 main:574] : INFO : Epoch 1722 | loss: 0.0312019 | val_loss: 0.0312002 | Time: 1710.72 ms [2022-04-11 15:50:36 main:574] : INFO : Epoch 1723 | loss: 0.0312019 | val_loss: 0.0311995 | Time: 1721.19 ms [2022-04-11 15:50:37 main:574] : INFO : Epoch 1724 | loss: 0.0312035 | val_loss: 0.0312006 | Time: 1749.55 ms [2022-04-11 15:50:39 main:574] : INFO : Epoch 1725 | loss: 0.0312029 | val_loss: 0.0311975 | Time: 1713.33 ms [2022-04-11 15:50:41 main:574] : INFO : Epoch 1726 | loss: 0.031202 | val_loss: 0.0311964 | Time: 1724.78 ms [2022-04-11 15:50:43 main:574] : INFO : Epoch 1727 | loss: 0.0312012 | val_loss: 0.0312018 | Time: 1714.18 ms [2022-04-11 15:50:44 main:574] : INFO : Epoch 1728 | loss: 0.0312017 | val_loss: 0.0311948 | Time: 1712.08 ms [2022-04-11 15:50:46 main:574] : INFO : Epoch 1729 | loss: 0.0311989 | val_loss: 0.0311952 | Time: 1730.33 ms [2022-04-11 15:50:48 main:574] : INFO : Epoch 1730 | loss: 0.0311999 | val_loss: 0.0311982 | Time: 1722.82 ms [2022-04-11 15:50:50 main:574] : INFO : Epoch 1731 | loss: 0.0311993 | val_loss: 0.0311937 | Time: 1717.34 ms [2022-04-11 15:50:51 main:574] : INFO : Epoch 1732 | loss: 0.0311976 | val_loss: 0.0311931 | Time: 1717.62 ms [2022-04-11 15:50:53 main:574] : INFO : Epoch 1733 | loss: 0.0311975 | val_loss: 0.0311931 | Time: 1729.48 ms [2022-04-11 15:50:55 main:574] : INFO : Epoch 1734 | loss: 0.0311981 | val_loss: 0.0311921 | Time: 1731.88 ms [2022-04-11 15:50:57 main:574] : INFO : Epoch 1735 | loss: 0.0311951 | val_loss: 0.0311917 | Time: 1733.43 ms [2022-04-11 15:50:58 main:574] : INFO : Epoch 1736 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 1733.15 ms [2022-04-11 15:51:00 main:574] : INFO : Epoch 1737 | loss: 0.0311953 | val_loss: 0.0311905 | Time: 1747.47 ms [2022-04-11 15:51:02 main:574] : INFO : Epoch 1738 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 1724.62 ms [2022-04-11 15:51:03 main:574] : INFO : Epoch 1739 | loss: 0.031194 | val_loss: 0.0311909 | Time: 1720.12 ms [2022-04-11 15:51:05 main:574] : INFO : Epoch 1740 | loss: 0.031189 | val_loss: 0.0311825 | Time: 1742.6 ms [2022-04-11 15:51:07 main:574] : INFO : Epoch 1741 | loss: 0.0311869 | val_loss: 0.0311848 | Time: 1729.33 ms [2022-04-11 15:51:09 main:574] : INFO : Epoch 1742 | loss: 0.0311866 | val_loss: 0.0311799 | Time: 1726.31 ms [2022-04-11 15:51:10 main:574] : INFO : Epoch 1743 | loss: 0.0311832 | val_loss: 0.0311808 | Time: 1715.01 ms [2022-04-11 15:51:12 main:574] : INFO : Epoch 1744 | loss: 0.0311848 | val_loss: 0.0311797 | Time: 1723.95 ms [2022-04-11 15:51:14 main:574] : INFO : Epoch 1745 | loss: 0.0311853 | val_loss: 0.0311811 | Time: 1724.94 ms [2022-04-11 15:51:16 main:574] : INFO : Epoch 1746 | loss: 0.031181 | val_loss: 0.0311772 | Time: 1713.37 ms [2022-04-11 15:51:17 main:574] : INFO : Epoch 1747 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 1750.5 ms [2022-04-11 15:51:19 main:574] : INFO : Epoch 1748 | loss: 0.031182 | val_loss: 0.0311782 | Time: 1732.59 ms [2022-04-11 15:51:21 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311773 | Time: 1741.39 ms [2022-04-11 15:51:23 main:574] : INFO : Epoch 1750 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 1729.13 ms [2022-04-11 15:51:24 main:574] : INFO : Epoch 1751 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 1717.93 ms [2022-04-11 15:51:26 main:574] : INFO : Epoch 1752 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 1711.9 ms [2022-04-11 15:51:28 main:574] : INFO : Epoch 1753 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 1737.91 ms [2022-04-11 15:51:30 main:574] : INFO : Epoch 1754 | loss: 0.0311771 | val_loss: 0.031175 | Time: 1740.04 ms [2022-04-11 15:51:31 main:574] : INFO : Epoch 1755 | loss: 0.0311784 | val_loss: 0.0311748 | Time: 1787.71 ms [2022-04-11 15:51:33 main:574] : INFO : Epoch 1756 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 1734.53 ms [2022-04-11 15:51:35 main:574] : INFO : Epoch 1757 | loss: 0.0311777 | val_loss: 0.0311725 | Time: 1727.68 ms [2022-04-11 15:51:37 main:574] : INFO : Epoch 1758 | loss: 0.0311729 | val_loss: 0.0311709 | Time: 1726.02 ms [2022-04-11 15:51:38 main:574] : INFO : Epoch 1759 | loss: 0.0311719 | val_loss: 0.0311716 | Time: 1740 ms [2022-04-11 15:51:40 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311907 | Time: 1719.84 ms [2022-04-11 15:51:42 main:574] : INFO : Epoch 1761 | loss: 0.0311815 | val_loss: 0.0311711 | Time: 1709.4 ms [2022-04-11 15:51:43 main:574] : INFO : Epoch 1762 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 1728.16 ms [2022-04-11 15:51:45 main:574] : INFO : Epoch 1763 | loss: 0.0311716 | val_loss: 0.0311695 | Time: 1794.95 ms [2022-04-11 15:51:47 main:574] : INFO : Epoch 1764 | loss: 0.0311692 | val_loss: 0.0311687 | Time: 1743.76 ms [2022-04-11 15:51:49 main:574] : INFO : Epoch 1765 | loss: 0.0311704 | val_loss: 0.0311673 | Time: 1743.87 ms [2022-04-11 15:51:51 main:574] : INFO : Epoch 1766 | loss: 0.0311693 | val_loss: 0.0311687 | Time: 1770.02 ms [2022-04-11 15:51:52 main:574] : INFO : Epoch 1767 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 1747.56 ms [2022-04-11 15:51:54 main:574] : INFO : Epoch 1768 | loss: 0.0311684 | val_loss: 0.0311657 | Time: 1754.46 ms [2022-04-11 15:51:56 main:574] : INFO : Epoch 1769 | loss: 0.0311729 | val_loss: 0.031168 | Time: 1942.99 ms [2022-04-11 15:51:58 main:574] : INFO : Epoch 1770 | loss: 0.0311683 | val_loss: 0.0311666 | Time: 1763.62 ms [2022-04-11 15:52:00 main:574] : INFO : Epoch 1771 | loss: 0.0311678 | val_loss: 0.0311706 | Time: 1739.06 ms [2022-04-11 15:52:01 main:574] : INFO : Epoch 1772 | loss: 0.031165 | val_loss: 0.0311656 | Time: 1701.39 ms [2022-04-11 15:52:03 main:574] : INFO : Epoch 1773 | loss: 0.0311669 | val_loss: 0.0311642 | Time: 1714.07 ms [2022-04-11 15:52:05 main:574] : INFO : Epoch 1774 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1715.99 ms [2022-04-11 15:52:06 main:574] : INFO : Epoch 1775 | loss: 0.0311668 | val_loss: 0.031165 | Time: 1716.37 ms [2022-04-11 15:52:08 main:574] : INFO : Epoch 1776 | loss: 0.0311659 | val_loss: 0.0311644 | Time: 1721.13 ms [2022-04-11 15:52:10 main:574] : INFO : Epoch 1777 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 1751.11 ms [2022-04-11 15:52:12 main:574] : INFO : Epoch 1778 | loss: 0.0311686 | val_loss: 0.0311657 | Time: 1713.51 ms [2022-04-11 15:52:13 main:574] : INFO : Epoch 1779 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 1724.69 ms [2022-04-11 15:52:15 main:574] : INFO : Epoch 1780 | loss: 0.0311698 | val_loss: 0.0311682 | Time: 1713.4 ms [2022-04-11 15:52:17 main:574] : INFO : Epoch 1781 | loss: 0.0311665 | val_loss: 0.0311666 | Time: 1711.2 ms [2022-04-11 15:52:19 main:574] : INFO : Epoch 1782 | loss: 0.0311633 | val_loss: 0.0311657 | Time: 1719.46 ms [2022-04-11 15:52:20 main:574] : INFO : Epoch 1783 | loss: 0.0311652 | val_loss: 0.0311681 | Time: 1718.08 ms [2022-04-11 15:52:22 main:574] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311663 | Time: 1707.41 ms [2022-04-11 15:52:24 main:574] : INFO : Epoch 1785 | loss: 0.0311626 | val_loss: 0.0311649 | Time: 1716.04 ms [2022-04-11 15:52:25 main:574] : INFO : Epoch 1786 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 1725.57 ms [2022-04-11 15:52:27 main:574] : INFO : Epoch 1787 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1712.63 ms [2022-04-11 15:52:29 main:574] : INFO : Epoch 1788 | loss: 0.0311889 | val_loss: 0.0311808 | Time: 1717.05 ms [2022-04-11 15:52:31 main:574] : INFO : Epoch 1789 | loss: 0.0311815 | val_loss: 0.0311716 | Time: 1723.68 ms [2022-04-11 15:52:32 main:574] : INFO : Epoch 1790 | loss: 0.0311771 | val_loss: 0.0311718 | Time: 1719.17 ms [2022-04-11 15:52:34 main:574] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311644 | Time: 1761.54 ms [2022-04-11 15:52:36 main:574] : INFO : Epoch 1792 | loss: 0.031165 | val_loss: 0.0311637 | Time: 1734.64 ms [2022-04-11 15:52:38 main:574] : INFO : Epoch 1793 | loss: 0.0311664 | val_loss: 0.0311842 | Time: 1724.94 ms [2022-04-11 15:52:39 main:574] : INFO : Epoch 1794 | loss: 0.031166 | val_loss: 0.0311626 | Time: 1722.33 ms [2022-04-11 15:52:41 main:574] : INFO : Epoch 1795 | loss: 0.0311603 | val_loss: 0.0311605 | Time: 1712.21 ms [2022-04-11 15:52:43 main:574] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 1714.2 ms [2022-04-11 15:52:44 main:574] : INFO : Epoch 1797 | loss: 0.0311592 | val_loss: 0.0311604 | Time: 1730.39 ms [2022-04-11 15:52:46 main:574] : INFO : Epoch 1798 | loss: 0.0311593 | val_loss: 0.0311608 | Time: 1711.84 ms [2022-04-11 15:52:48 main:574] : INFO : Epoch 1799 | loss: 0.0311585 | val_loss: 0.0311593 | Time: 1708.17 ms [2022-04-11 15:52:50 main:574] : INFO : Epoch 1800 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 1695.38 ms [2022-04-11 15:52:51 main:574] : INFO : Epoch 1801 | loss: 0.0311607 | val_loss: 0.0311602 | Time: 1731.14 ms [2022-04-11 15:52:53 main:574] : INFO : Epoch 1802 | loss: 0.0311605 | val_loss: 0.0311595 | Time: 1713.04 ms [2022-04-11 15:52:55 main:574] : INFO : Epoch 1803 | loss: 0.0311598 | val_loss: 0.0311608 | Time: 1720.02 ms [2022-04-11 15:52:57 main:574] : INFO : Epoch 1804 | loss: 0.0311569 | val_loss: 0.0311616 | Time: 1711.36 ms [2022-04-11 15:52:58 main:574] : INFO : Epoch 1805 | loss: 0.0311616 | val_loss: 0.031167 | Time: 1710.75 ms [2022-04-11 15:53:00 main:574] : INFO : Epoch 1806 | loss: 0.031194 | val_loss: 0.0312028 | Time: 1700.14 ms [2022-04-11 15:53:02 main:574] : INFO : Epoch 1807 | loss: 0.0312076 | val_loss: 0.0312022 | Time: 1720.57 ms [2022-04-11 15:53:03 main:574] : INFO : Epoch 1808 | loss: 0.0312067 | val_loss: 0.0312015 | Time: 1707.33 ms [2022-04-11 15:53:05 main:574] : INFO : Epoch 1809 | loss: 0.0312046 | val_loss: 0.0311983 | Time: 1716.91 ms [2022-04-11 15:53:07 main:574] : INFO : Epoch 1810 | loss: 0.0312032 | val_loss: 0.0311981 | Time: 1704.84 ms [2022-04-11 15:53:09 main:574] : INFO : Epoch 1811 | loss: 0.0312036 | val_loss: 0.0312032 | Time: 1723.2 ms [2022-04-11 15:53:10 main:574] : INFO : Epoch 1812 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 1707.6 ms [2022-04-11 15:53:12 main:574] : INFO : Epoch 1813 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 1706.83 ms [2022-04-11 15:53:14 main:574] : INFO : Epoch 1814 | loss: 0.0312033 | val_loss: 0.0311939 | Time: 1719.87 ms [2022-04-11 15:53:15 main:574] : INFO : Epoch 1815 | loss: 0.0311996 | val_loss: 0.0311929 | Time: 1722.68 ms [2022-04-11 15:53:17 main:574] : INFO : Epoch 1816 | loss: 0.0311987 | val_loss: 0.031193 | Time: 1710.31 ms [2022-04-11 15:53:19 main:574] : INFO : Epoch 1817 | loss: 0.0311954 | val_loss: 0.0311884 | Time: 1701.72 ms [2022-04-11 15:53:21 main:574] : INFO : Epoch 1818 | loss: 0.0311968 | val_loss: 0.0311871 | Time: 1717.57 ms [2022-04-11 15:53:22 main:574] : INFO : Epoch 1819 | loss: 0.0311918 | val_loss: 0.031187 | Time: 1713.17 ms [2022-04-11 15:53:24 main:574] : INFO : Epoch 1820 | loss: 0.0311913 | val_loss: 0.0311847 | Time: 1715.96 ms [2022-04-11 15:53:26 main:574] : INFO : Epoch 1821 | loss: 0.0311895 | val_loss: 0.0311845 | Time: 1697.17 ms [2022-04-11 15:53:28 main:574] : INFO : Epoch 1822 | loss: 0.0311884 | val_loss: 0.0311894 | Time: 1725.5 ms [2022-04-11 15:53:29 main:574] : INFO : Epoch 1823 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 1716.66 ms [2022-04-11 15:53:31 main:574] : INFO : Epoch 1824 | loss: 0.0311846 | val_loss: 0.0311814 | Time: 1721.02 ms [2022-04-11 15:53:33 main:574] : INFO : Epoch 1825 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 1732.86 ms [2022-04-11 15:53:34 main:574] : INFO : Epoch 1826 | loss: 0.0311853 | val_loss: 0.031191 | Time: 1708.4 ms [2022-04-11 15:53:36 main:574] : INFO : Epoch 1827 | loss: 0.0311852 | val_loss: 0.0311812 | Time: 1708.61 ms [2022-04-11 15:53:38 main:574] : INFO : Epoch 1828 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 1713.36 ms [2022-04-11 15:53:40 main:574] : INFO : Epoch 1829 | loss: 0.0311811 | val_loss: 0.0311779 | Time: 1734.9 ms [2022-04-11 15:53:41 main:574] : INFO : Epoch 1830 | loss: 0.0311791 | val_loss: 0.0311772 | Time: 1783.38 ms [2022-04-11 15:53:43 main:574] : INFO : Epoch 1831 | loss: 0.0311788 | val_loss: 0.0311774 | Time: 1731.54 ms [2022-04-11 15:53:45 main:574] : INFO : Epoch 1832 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 1735.24 ms [2022-04-11 15:53:47 main:574] : INFO : Epoch 1833 | loss: 0.0311766 | val_loss: 0.0311752 | Time: 1727.94 ms [2022-04-11 15:53:48 main:574] : INFO : Epoch 1834 | loss: 0.0311765 | val_loss: 0.0311758 | Time: 1717.21 ms [2022-04-11 15:53:50 main:574] : INFO : Epoch 1835 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1717.72 ms [2022-04-11 15:53:52 main:574] : INFO : Epoch 1836 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 1703.18 ms [2022-04-11 15:53:54 main:574] : INFO : Epoch 1837 | loss: 0.0311783 | val_loss: 0.0311757 | Time: 1709.84 ms [2022-04-11 15:53:55 main:574] : INFO : Epoch 1838 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 1709.88 ms [2022-04-11 15:53:57 main:574] : INFO : Epoch 1839 | loss: 0.0311761 | val_loss: 0.0311743 | Time: 1715.68 ms [2022-04-11 15:53:59 main:574] : INFO : Epoch 1840 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 1718.51 ms [2022-04-11 15:54:00 main:574] : INFO : Epoch 1841 | loss: 0.0311764 | val_loss: 0.0311735 | Time: 1707.48 ms [2022-04-11 15:54:02 main:574] : INFO : Epoch 1842 | loss: 0.0311745 | val_loss: 0.031176 | Time: 1719.56 ms [2022-04-11 15:54:04 main:574] : INFO : Epoch 1843 | loss: 0.0311746 | val_loss: 0.0311724 | Time: 1714.1 ms [2022-04-11 15:54:06 main:574] : INFO : Epoch 1844 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 1707.32 ms [2022-04-11 15:54:07 main:574] : INFO : Epoch 1845 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 1712.79 ms [2022-04-11 15:54:09 main:574] : INFO : Epoch 1846 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1707.77 ms [2022-04-11 15:54:11 main:574] : INFO : Epoch 1847 | loss: 0.0311728 | val_loss: 0.0311711 | Time: 1719.14 ms [2022-04-11 15:54:12 main:574] : INFO : Epoch 1848 | loss: 0.031172 | val_loss: 0.031177 | Time: 1711.67 ms [2022-04-11 15:54:14 main:574] : INFO : Epoch 1849 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 1723.06 ms [2022-04-11 15:54:16 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311747 | Time: 1719.55 ms [2022-04-11 15:54:18 main:574] : INFO : Epoch 1851 | loss: 0.0311725 | val_loss: 0.0311717 | Time: 1712.97 ms [2022-04-11 15:54:19 main:574] : INFO : Epoch 1852 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 1708.14 ms [2022-04-11 15:54:21 main:574] : INFO : Epoch 1853 | loss: 0.0311756 | val_loss: 0.0311746 | Time: 1723.08 ms [2022-04-11 15:54:23 main:574] : INFO : Epoch 1854 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 1713.51 ms [2022-04-11 15:54:25 main:574] : INFO : Epoch 1855 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 1701.63 ms [2022-04-11 15:54:26 main:574] : INFO : Epoch 1856 | loss: 0.0311697 | val_loss: 0.0311828 | Time: 1711.93 ms [2022-04-11 15:54:28 main:574] : INFO : Epoch 1857 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 1711.7 ms [2022-04-11 15:54:30 main:574] : INFO : Epoch 1858 | loss: 0.0311696 | val_loss: 0.031172 | Time: 1716.75 ms [2022-04-11 15:54:31 main:574] : INFO : Epoch 1859 | loss: 0.0311708 | val_loss: 0.0311712 | Time: 1711.12 ms [2022-04-11 15:54:33 main:574] : INFO : Epoch 1860 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 1719.65 ms [2022-04-11 15:54:35 main:574] : INFO : Epoch 1861 | loss: 0.0311789 | val_loss: 0.0311912 | Time: 1717.94 ms [2022-04-11 15:54:37 main:574] : INFO : Epoch 1862 | loss: 0.0311742 | val_loss: 0.0311703 | Time: 1714.07 ms [2022-04-11 15:54:38 main:574] : INFO : Epoch 1863 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 1710.98 ms [2022-04-11 15:54:40 main:574] : INFO : Epoch 1864 | loss: 0.031169 | val_loss: 0.0311745 | Time: 1706.52 ms [2022-04-11 15:54:42 main:574] : INFO : Epoch 1865 | loss: 0.03117 | val_loss: 0.0311725 | Time: 1722.58 ms [2022-04-11 15:54:43 main:574] : INFO : Epoch 1866 | loss: 0.0311665 | val_loss: 0.031174 | Time: 1704.58 ms [2022-04-11 15:54:45 main:574] : INFO : Epoch 1867 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 1727.82 ms [2022-04-11 15:54:47 main:574] : INFO : Epoch 1868 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 1759.16 ms [2022-04-11 15:54:49 main:574] : INFO : Epoch 1869 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 1748.48 ms [2022-04-11 15:54:50 main:574] : INFO : Epoch 1870 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 1722.16 ms [2022-04-11 15:54:52 main:574] : INFO : Epoch 1871 | loss: 0.0311681 | val_loss: 0.0311702 | Time: 1716.08 ms [2022-04-11 15:54:54 main:574] : INFO : Epoch 1872 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 1714.98 ms [2022-04-11 15:54:56 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 1713.2 ms [2022-04-11 15:54:57 main:574] : INFO : Epoch 1874 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 1721.99 ms [2022-04-11 15:54:59 main:574] : INFO : Epoch 1875 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1715.98 ms [2022-04-11 15:55:01 main:574] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 1713.88 ms [2022-04-11 15:55:03 main:574] : INFO : Epoch 1877 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1708.98 ms [2022-04-11 15:55:04 main:574] : INFO : Epoch 1878 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 1708.57 ms [2022-04-11 15:55:06 main:574] : INFO : Epoch 1879 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 1716.49 ms [2022-04-11 15:55:08 main:574] : INFO : Epoch 1880 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1714.74 ms [2022-04-11 15:55:09 main:574] : INFO : Epoch 1881 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 1704.01 ms [2022-04-11 15:55:11 main:574] : INFO : Epoch 1882 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1708.51 ms [2022-04-11 15:55:13 main:574] : INFO : Epoch 1883 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 1711.43 ms [2022-04-11 15:55:15 main:574] : INFO : Epoch 1884 | loss: 0.0311722 | val_loss: 0.0311934 | Time: 1745.38 ms [2022-04-11 15:55:16 main:574] : INFO : Epoch 1885 | loss: 0.0311698 | val_loss: 0.03117 | Time: 1748.07 ms [2022-04-11 15:55:18 main:574] : INFO : Epoch 1886 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 1745.1 ms [2022-04-11 15:55:20 main:574] : INFO : Epoch 1887 | loss: 0.0311636 | val_loss: 0.0311731 | Time: 1737.87 ms [2022-04-11 15:55:22 main:574] : INFO : Epoch 1888 | loss: 0.0311636 | val_loss: 0.0311799 | Time: 1732.17 ms [2022-04-11 15:55:23 main:574] : INFO : Epoch 1889 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 1741.21 ms [2022-04-11 15:55:25 main:574] : INFO : Epoch 1890 | loss: 0.0311675 | val_loss: 0.0311693 | Time: 1741.25 ms [2022-04-11 15:55:27 main:574] : INFO : Epoch 1891 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 1726.63 ms [2022-04-11 15:55:29 main:574] : INFO : Epoch 1892 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 1737.15 ms [2022-04-11 15:55:30 main:574] : INFO : Epoch 1893 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 1750.65 ms [2022-04-11 15:55:32 main:574] : INFO : Epoch 1894 | loss: 0.031165 | val_loss: 0.0311697 | Time: 1720.01 ms [2022-04-11 15:55:34 main:574] : INFO : Epoch 1895 | loss: 0.031164 | val_loss: 0.031174 | Time: 1734 ms [2022-04-11 15:55:35 main:574] : INFO : Epoch 1896 | loss: 0.0311627 | val_loss: 0.031172 | Time: 1699.49 ms [2022-04-11 15:55:37 main:574] : INFO : Epoch 1897 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 1716.09 ms [2022-04-11 15:55:39 main:574] : INFO : Epoch 1898 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 1708.04 ms [2022-04-11 15:55:41 main:574] : INFO : Epoch 1899 | loss: 0.0311622 | val_loss: 0.0311792 | Time: 1740.12 ms [2022-04-11 15:55:42 main:574] : INFO : Epoch 1900 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 1715.49 ms [2022-04-11 15:55:44 main:574] : INFO : Epoch 1901 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 1708.6 ms [2022-04-11 15:55:46 main:574] : INFO : Epoch 1902 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 1719.77 ms [2022-04-11 15:55:48 main:574] : INFO : Epoch 1903 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 1715.05 ms [2022-04-11 15:55:49 main:574] : INFO : Epoch 1904 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 1708.82 ms [2022-04-11 15:55:51 main:574] : INFO : Epoch 1905 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 1731.2 ms [2022-04-11 15:55:53 main:574] : INFO : Epoch 1906 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 1766.58 ms [2022-04-11 15:55:55 main:574] : INFO : Epoch 1907 | loss: 0.0311603 | val_loss: 0.0311688 | Time: 1742.89 ms [2022-04-11 15:55:56 main:574] : INFO : Epoch 1908 | loss: 0.0311611 | val_loss: 0.0311665 | Time: 1718.6 ms [2022-04-11 15:55:58 main:574] : INFO : Epoch 1909 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 1715.21 ms [2022-04-11 15:56:00 main:574] : INFO : Epoch 1910 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 1732.88 ms [2022-04-11 15:56:01 main:574] : INFO : Epoch 1911 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1725.29 ms [2022-04-11 15:56:03 main:574] : INFO : Epoch 1912 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 1700.76 ms [2022-04-11 15:56:05 main:574] : INFO : Epoch 1913 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 1705.22 ms [2022-04-11 15:56:07 main:574] : INFO : Epoch 1914 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 1723.29 ms [2022-04-11 15:56:08 main:574] : INFO : Epoch 1915 | loss: 0.0311617 | val_loss: 0.0311687 | Time: 1718.07 ms [2022-04-11 15:56:10 main:574] : INFO : Epoch 1916 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 1704.43 ms [2022-04-11 15:56:12 main:574] : INFO : Epoch 1917 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 1717.79 ms [2022-04-11 15:56:14 main:574] : INFO : Epoch 1918 | loss: 0.031164 | val_loss: 0.0311644 | Time: 1716.07 ms [2022-04-11 15:56:15 main:574] : INFO : Epoch 1919 | loss: 0.0311591 | val_loss: 0.0311639 | Time: 1714.07 ms [2022-04-11 15:56:17 main:574] : INFO : Epoch 1920 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 1715.47 ms [2022-04-11 15:56:19 main:574] : INFO : Epoch 1921 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 1712.53 ms [2022-04-11 15:56:20 main:574] : INFO : Epoch 1922 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 1718.4 ms [2022-04-11 15:56:22 main:574] : INFO : Epoch 1923 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 1708.71 ms [2022-04-11 15:56:24 main:574] : INFO : Epoch 1924 | loss: 0.031159 | val_loss: 0.0311714 | Time: 1708.93 ms [2022-04-11 15:56:26 main:574] : INFO : Epoch 1925 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 1711.4 ms [2022-04-11 15:56:27 main:574] : INFO : Epoch 1926 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 1702.75 ms [2022-04-11 15:56:29 main:574] : INFO : Epoch 1927 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1722.13 ms [2022-04-11 15:56:31 main:574] : INFO : Epoch 1928 | loss: 0.031168 | val_loss: 0.0311713 | Time: 1710.87 ms [2022-04-11 15:56:32 main:574] : INFO : Epoch 1929 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 1724.47 ms [2022-04-11 15:56:34 main:574] : INFO : Epoch 1930 | loss: 0.0311642 | val_loss: 0.0311668 | Time: 1725.34 ms [2022-04-11 15:56:36 main:574] : INFO : Epoch 1931 | loss: 0.0311599 | val_loss: 0.0311635 | Time: 1715.24 ms [2022-04-11 15:56:38 main:574] : INFO : Epoch 1932 | loss: 0.0311582 | val_loss: 0.0311635 | Time: 1747.54 ms [2022-04-11 15:56:39 main:574] : INFO : Epoch 1933 | loss: 0.0311561 | val_loss: 0.031166 | Time: 1779.91 ms [2022-04-11 15:56:41 main:574] : INFO : Epoch 1934 | loss: 0.0311548 | val_loss: 0.0311605 | Time: 1721.78 ms [2022-04-11 15:56:43 main:574] : INFO : Epoch 1935 | loss: 0.0311544 | val_loss: 0.0311613 | Time: 1709.01 ms [2022-04-11 15:56:45 main:574] : INFO : Epoch 1936 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 1710.5 ms [2022-04-11 15:56:46 main:574] : INFO : Epoch 1937 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 1709.98 ms [2022-04-11 15:56:48 main:574] : INFO : Epoch 1938 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 1730.52 ms [2022-04-11 15:56:50 main:574] : INFO : Epoch 1939 | loss: 0.0311556 | val_loss: 0.0311615 | Time: 1719.04 ms [2022-04-11 15:56:52 main:574] : INFO : Epoch 1940 | loss: 0.031153 | val_loss: 0.0311612 | Time: 1718.79 ms [2022-04-11 15:56:53 main:574] : INFO : Epoch 1941 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 1711.49 ms [2022-04-11 15:56:55 main:574] : INFO : Epoch 1942 | loss: 0.0311549 | val_loss: 0.0311623 | Time: 1718.33 ms [2022-04-11 15:56:57 main:574] : INFO : Epoch 1943 | loss: 0.0311525 | val_loss: 0.0311609 | Time: 1709.76 ms [2022-04-11 15:56:58 main:574] : INFO : Epoch 1944 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 1760.63 ms [2022-04-11 15:57:00 main:574] : INFO : Epoch 1945 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 1740.33 ms [2022-04-11 15:57:02 main:574] : INFO : Epoch 1946 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 1752.48 ms [2022-04-11 15:57:04 main:574] : INFO : Epoch 1947 | loss: 0.0311547 | val_loss: 0.0311596 | Time: 1704.14 ms [2022-04-11 15:57:05 main:574] : INFO : Epoch 1948 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 1705.85 ms [2022-04-11 15:57:07 main:574] : INFO : Epoch 1949 | loss: 0.0311511 | val_loss: 0.0311637 | Time: 1704.89 ms [2022-04-11 15:57:09 main:574] : INFO : Epoch 1950 | loss: 0.0311533 | val_loss: 0.0311629 | Time: 1712.46 ms [2022-04-11 15:57:11 main:574] : INFO : Epoch 1951 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 1727.06 ms [2022-04-11 15:57:12 main:574] : INFO : Epoch 1952 | loss: 0.0311556 | val_loss: 0.0311617 | Time: 1715.63 ms [2022-04-11 15:57:14 main:574] : INFO : Epoch 1953 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 1714.1 ms [2022-04-11 15:57:16 main:574] : INFO : Epoch 1954 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 1727.04 ms [2022-04-11 15:57:18 main:574] : INFO : Epoch 1955 | loss: 0.0311517 | val_loss: 0.0311594 | Time: 1753.13 ms [2022-04-11 15:57:19 main:574] : INFO : Epoch 1956 | loss: 0.0311506 | val_loss: 0.0311602 | Time: 1744.66 ms [2022-04-11 15:57:21 main:574] : INFO : Epoch 1957 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 1789.86 ms [2022-04-11 15:57:23 main:574] : INFO : Epoch 1958 | loss: 0.0311515 | val_loss: 0.0311606 | Time: 1706.46 ms [2022-04-11 15:57:25 main:574] : INFO : Epoch 1959 | loss: 0.0311522 | val_loss: 0.0311594 | Time: 1726.39 ms [2022-04-11 15:57:26 main:574] : INFO : Epoch 1960 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 1716.23 ms [2022-04-11 15:57:28 main:574] : INFO : Epoch 1961 | loss: 0.0311564 | val_loss: 0.0311615 | Time: 1703.74 ms [2022-04-11 15:57:30 main:574] : INFO : Epoch 1962 | loss: 0.0311525 | val_loss: 0.0311692 | Time: 1884.85 ms [2022-04-11 15:57:32 main:574] : INFO : Epoch 1963 | loss: 0.0311535 | val_loss: 0.0311588 | Time: 1715.12 ms [2022-04-11 15:57:33 main:574] : INFO : Epoch 1964 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 1704.47 ms [2022-04-11 15:57:35 main:574] : INFO : Epoch 1965 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 1753.13 ms [2022-04-11 15:57:37 main:574] : INFO : Epoch 1966 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 1724.35 ms [2022-04-11 15:57:39 main:574] : INFO : Epoch 1967 | loss: 0.0311486 | val_loss: 0.0311621 | Time: 1700.89 ms [2022-04-11 15:57:40 main:574] : INFO : Epoch 1968 | loss: 0.031149 | val_loss: 0.0311567 | Time: 1719.68 ms [2022-04-11 15:57:42 main:574] : INFO : Epoch 1969 | loss: 0.0311493 | val_loss: 0.031155 | Time: 1726.54 ms [2022-04-11 15:57:44 main:574] : INFO : Epoch 1970 | loss: 0.0311491 | val_loss: 0.0311549 | Time: 1723.94 ms [2022-04-11 15:57:45 main:574] : INFO : Epoch 1971 | loss: 0.0311484 | val_loss: 0.031155 | Time: 1719.36 ms [2022-04-11 15:57:47 main:574] : INFO : Epoch 1972 | loss: 0.0311491 | val_loss: 0.0311568 | Time: 1710.25 ms [2022-04-11 15:57:49 main:574] : INFO : Epoch 1973 | loss: 0.0311481 | val_loss: 0.0311571 | Time: 1712.36 ms [2022-04-11 15:57:51 main:574] : INFO : Epoch 1974 | loss: 0.0311503 | val_loss: 0.0311565 | Time: 1714.95 ms [2022-04-11 15:57:52 main:574] : INFO : Epoch 1975 | loss: 0.0311478 | val_loss: 0.0311548 | Time: 1711.78 ms [2022-04-11 15:57:54 main:574] : INFO : Epoch 1976 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 1712.43 ms [2022-04-11 15:57:56 main:574] : INFO : Epoch 1977 | loss: 0.0311478 | val_loss: 0.0311588 | Time: 1712.59 ms [2022-04-11 15:57:57 main:574] : INFO : Epoch 1978 | loss: 0.0311462 | val_loss: 0.031156 | Time: 1721.09 ms [2022-04-11 15:57:59 main:574] : INFO : Epoch 1979 | loss: 0.0311465 | val_loss: 0.0311627 | Time: 1710.19 ms [2022-04-11 15:58:01 main:574] : INFO : Epoch 1980 | loss: 0.0311512 | val_loss: 0.0311603 | Time: 1721.76 ms [2022-04-11 15:58:03 main:574] : INFO : Epoch 1981 | loss: 0.0311492 | val_loss: 0.0311578 | Time: 1702.97 ms [2022-04-11 15:58:04 main:574] : INFO : Epoch 1982 | loss: 0.0311478 | val_loss: 0.0311571 | Time: 1762.05 ms [2022-04-11 15:58:06 main:574] : INFO : Epoch 1983 | loss: 0.031147 | val_loss: 0.0311545 | Time: 1759.73 ms [2022-04-11 15:58:08 main:574] : INFO : Epoch 1984 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 1753.12 ms [2022-04-11 15:58:10 main:574] : INFO : Epoch 1985 | loss: 0.0311466 | val_loss: 0.0311545 | Time: 1718.55 ms [2022-04-11 15:58:11 main:574] : INFO : Epoch 1986 | loss: 0.0311484 | val_loss: 0.0311572 | Time: 1722.84 ms [2022-04-11 15:58:13 main:574] : INFO : Epoch 1987 | loss: 0.0311522 | val_loss: 0.0311599 | Time: 1717.87 ms [2022-04-11 15:58:15 main:574] : INFO : Epoch 1988 | loss: 0.0311476 | val_loss: 0.0311557 | Time: 1712.33 ms [2022-04-11 15:58:17 main:574] : INFO : Epoch 1989 | loss: 0.0311457 | val_loss: 0.0311562 | Time: 1703.69 ms [2022-04-11 15:58:18 main:574] : INFO : Epoch 1990 | loss: 0.0311459 | val_loss: 0.0311584 | Time: 1707.75 ms [2022-04-11 15:58:20 main:574] : INFO : Epoch 1991 | loss: 0.0311466 | val_loss: 0.0311604 | Time: 1719.3 ms [2022-04-11 15:58:22 main:574] : INFO : Epoch 1992 | loss: 0.0311464 | val_loss: 0.031155 | Time: 1727.48 ms [2022-04-11 15:58:24 main:574] : INFO : Epoch 1993 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 1732.28 ms [2022-04-11 15:58:25 main:574] : INFO : Epoch 1994 | loss: 0.031147 | val_loss: 0.0311592 | Time: 1773.59 ms [2022-04-11 15:58:27 main:574] : INFO : Epoch 1995 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 1761.68 ms [2022-04-11 15:58:29 main:574] : INFO : Epoch 1996 | loss: 0.0311518 | val_loss: 0.0311547 | Time: 1772.51 ms [2022-04-11 15:58:31 main:574] : INFO : Epoch 1997 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 1779.77 ms [2022-04-11 15:58:32 main:574] : INFO : Epoch 1998 | loss: 0.0311471 | val_loss: 0.0311537 | Time: 1757.33 ms [2022-04-11 15:58:34 main:574] : INFO : Epoch 1999 | loss: 0.0311458 | val_loss: 0.031156 | Time: 1783.18 ms [2022-04-11 15:58:36 main:574] : INFO : Epoch 2000 | loss: 0.0311453 | val_loss: 0.0311554 | Time: 1729.96 ms [2022-04-11 15:58:38 main:574] : INFO : Epoch 2001 | loss: 0.0311442 | val_loss: 0.0311556 | Time: 1726.99 ms [2022-04-11 15:58:39 main:574] : INFO : Epoch 2002 | loss: 0.0311443 | val_loss: 0.0311543 | Time: 1713.89 ms [2022-04-11 15:58:41 main:574] : INFO : Epoch 2003 | loss: 0.0311446 | val_loss: 0.0311552 | Time: 1714.06 ms [2022-04-11 15:58:43 main:574] : INFO : Epoch 2004 | loss: 0.031147 | val_loss: 0.0311647 | Time: 1724.41 ms [2022-04-11 15:58:45 main:574] : INFO : Epoch 2005 | loss: 0.0311502 | val_loss: 0.0311583 | Time: 1717.38 ms [2022-04-11 15:58:46 main:574] : INFO : Epoch 2006 | loss: 0.0311461 | val_loss: 0.0311555 | Time: 1709.84 ms [2022-04-11 15:58:48 main:574] : INFO : Epoch 2007 | loss: 0.0311481 | val_loss: 0.0311602 | Time: 1730.08 ms [2022-04-11 15:58:50 main:574] : INFO : Epoch 2008 | loss: 0.0311451 | val_loss: 0.0311596 | Time: 1729.33 ms [2022-04-11 15:58:51 main:574] : INFO : Epoch 2009 | loss: 0.0311481 | val_loss: 0.0311622 | Time: 1709.88 ms [2022-04-11 15:58:53 main:574] : INFO : Epoch 2010 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1717.26 ms [2022-04-11 15:58:55 main:574] : INFO : Epoch 2011 | loss: 0.0311461 | val_loss: 0.0311542 | Time: 1718.79 ms [2022-04-11 15:58:57 main:574] : INFO : Epoch 2012 | loss: 0.0311455 | val_loss: 0.0311567 | Time: 1710.41 ms [2022-04-11 15:58:58 main:574] : INFO : Epoch 2013 | loss: 0.0311449 | val_loss: 0.0311569 | Time: 1718.24 ms [2022-04-11 15:59:00 main:574] : INFO : Epoch 2014 | loss: 0.031144 | val_loss: 0.0311599 | Time: 1715.94 ms [2022-04-11 15:59:02 main:574] : INFO : Epoch 2015 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 1738.25 ms [2022-04-11 15:59:04 main:574] : INFO : Epoch 2016 | loss: 0.0311463 | val_loss: 0.0311566 | Time: 1705.38 ms [2022-04-11 15:59:05 main:574] : INFO : Epoch 2017 | loss: 0.0311454 | val_loss: 0.0311579 | Time: 1721.53 ms [2022-04-11 15:59:07 main:574] : INFO : Epoch 2018 | loss: 0.0311446 | val_loss: 0.031158 | Time: 1724.33 ms [2022-04-11 15:59:09 main:574] : INFO : Epoch 2019 | loss: 0.0311434 | val_loss: 0.0311581 | Time: 1742.02 ms [2022-04-11 15:59:11 main:574] : INFO : Epoch 2020 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 1761.58 ms [2022-04-11 15:59:12 main:574] : INFO : Epoch 2021 | loss: 0.0311458 | val_loss: 0.0311588 | Time: 1764.27 ms [2022-04-11 15:59:14 main:574] : INFO : Epoch 2022 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1743.45 ms [2022-04-11 15:59:16 main:574] : INFO : Epoch 2023 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 1709.69 ms [2022-04-11 15:59:18 main:574] : INFO : Epoch 2024 | loss: 0.0311424 | val_loss: 0.0311577 | Time: 1719.94 ms [2022-04-11 15:59:19 main:574] : INFO : Epoch 2025 | loss: 0.031144 | val_loss: 0.0311577 | Time: 1719.32 ms [2022-04-11 15:59:21 main:574] : INFO : Epoch 2026 | loss: 0.0311434 | val_loss: 0.0311532 | Time: 1718.91 ms [2022-04-11 15:59:23 main:574] : INFO : Epoch 2027 | loss: 0.031143 | val_loss: 0.0311548 | Time: 1705.31 ms [2022-04-11 15:59:24 main:574] : INFO : Epoch 2028 | loss: 0.0311427 | val_loss: 0.0311585 | Time: 1701.59 ms [2022-04-11 15:59:26 main:574] : INFO : Epoch 2029 | loss: 0.0311471 | val_loss: 0.0311594 | Time: 1703.93 ms [2022-04-11 15:59:28 main:574] : INFO : Epoch 2030 | loss: 0.0311454 | val_loss: 0.0311579 | Time: 1718.83 ms [2022-04-11 15:59:30 main:574] : INFO : Epoch 2031 | loss: 0.0311479 | val_loss: 0.0311558 | Time: 1719.29 ms [2022-04-11 15:59:31 main:574] : INFO : Epoch 2032 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 1714.87 ms [2022-04-11 15:59:33 main:574] : INFO : Epoch 2033 | loss: 0.0311459 | val_loss: 0.0311708 | Time: 1727.09 ms [2022-04-11 15:59:35 main:574] : INFO : Epoch 2034 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 1744.64 ms [2022-04-11 15:59:37 main:574] : INFO : Epoch 2035 | loss: 0.0311452 | val_loss: 0.0311565 | Time: 1708.93 ms [2022-04-11 15:59:38 main:574] : INFO : Epoch 2036 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 1712.69 ms [2022-04-11 15:59:40 main:574] : INFO : Epoch 2037 | loss: 0.0311435 | val_loss: 0.0311571 | Time: 1720.01 ms [2022-04-11 15:59:42 main:574] : INFO : Epoch 2038 | loss: 0.0311418 | val_loss: 0.0311588 | Time: 1711.02 ms [2022-04-11 15:59:43 main:574] : INFO : Epoch 2039 | loss: 0.031141 | val_loss: 0.0311653 | Time: 1708.57 ms [2022-04-11 15:59:45 main:574] : INFO : Epoch 2040 | loss: 0.0311525 | val_loss: 0.0311631 | Time: 1732.69 ms [2022-04-11 15:59:47 main:574] : INFO : Epoch 2041 | loss: 0.0311449 | val_loss: 0.03117 | Time: 1729.38 ms [2022-04-11 15:59:49 main:574] : INFO : Epoch 2042 | loss: 0.0311457 | val_loss: 0.0311665 | Time: 1718.67 ms [2022-04-11 15:59:50 main:574] : INFO : Epoch 2043 | loss: 0.0311518 | val_loss: 0.0311584 | Time: 1714.94 ms [2022-04-11 15:59:52 main:574] : INFO : Epoch 2044 | loss: 0.031144 | val_loss: 0.0311556 | Time: 1724.31 ms [2022-04-11 15:59:54 main:574] : INFO : Epoch 2045 | loss: 0.0311436 | val_loss: 0.0311545 | Time: 1729.74 ms [2022-04-11 15:59:56 main:574] : INFO : Epoch 2046 | loss: 0.0311443 | val_loss: 0.0311568 | Time: 1746.83 ms [2022-04-11 15:59:57 main:574] : INFO : Epoch 2047 | loss: 0.0311481 | val_loss: 0.0311602 | Time: 1713.4 ms [2022-04-11 15:59:59 main:574] : INFO : Epoch 2048 | loss: 0.0311451 | val_loss: 0.0311553 | Time: 1730.21 ms [2022-04-11 15:59:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311553 [2022-04-11 15:59:59 main:603] : INFO : Saving end state to config to file [2022-04-11 15:59:59 main:608] : INFO : Success, exiting.. 15:59:59 (16332): 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)