Task 5549439
| Name | ParityMachine-1625099338-16907-0_0 |
| Workunit | 3398250 |
| Created | 1 Jul 2021, 0:28:59 UTC |
| Sent | 4 Jul 2021, 19:19:24 UTC |
| Report deadline | 12 Jul 2021, 19:19:24 UTC |
| Received | 5 Jul 2021, 5:14:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 4 min 4 sec |
| CPU time | 1 hours 3 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1572 | loss: 0.031027 | val_loss: 0.0312688 | Time: 1731.99 ms [2021-07-05 02:08:41 main:574] : INFO : Epoch 1573 | loss: 0.0310213 | val_loss: 0.0312575 | Time: 1740.92 ms [2021-07-05 02:08:43 main:574] : INFO : Epoch 1574 | loss: 0.031016 | val_loss: 0.0312365 | Time: 1719.11 ms [2021-07-05 02:08:45 main:574] : INFO : Epoch 1575 | loss: 0.0310196 | val_loss: 0.0312622 | Time: 1755.51 ms [2021-07-05 02:08:46 main:574] : INFO : Epoch 1576 | loss: 0.0310264 | val_loss: 0.0312579 | Time: 1722.36 ms [2021-07-05 02:08:48 main:574] : INFO : Epoch 1577 | loss: 0.0310162 | val_loss: 0.0312535 | Time: 1733.23 ms [2021-07-05 02:08:50 main:574] : INFO : Epoch 1578 | loss: 0.031012 | val_loss: 0.0312514 | Time: 1750.92 ms [2021-07-05 02:08:52 main:574] : INFO : Epoch 1579 | loss: 0.0310212 | val_loss: 0.0312561 | Time: 1676.15 ms [2021-07-05 02:08:53 main:574] : INFO : Epoch 1580 | loss: 0.0310203 | val_loss: 0.0312651 | Time: 1716.56 ms [2021-07-05 02:08:55 main:574] : INFO : Epoch 1581 | loss: 0.0310249 | val_loss: 0.0312327 | Time: 1763.07 ms [2021-07-05 02:08:57 main:574] : INFO : Epoch 1582 | loss: 0.0310255 | val_loss: 0.0312637 | Time: 1698.07 ms [2021-07-05 02:08:58 main:574] : INFO : Epoch 1583 | loss: 0.031027 | val_loss: 0.0312673 | Time: 1717.76 ms [2021-07-05 02:09:00 main:574] : INFO : Epoch 1584 | loss: 0.0310326 | val_loss: 0.0312548 | Time: 1741.57 ms [2021-07-05 02:09:02 main:574] : INFO : Epoch 1585 | loss: 0.031029 | val_loss: 0.0312578 | Time: 1728.75 ms [2021-07-05 02:09:04 main:574] : INFO : Epoch 1586 | loss: 0.03102 | val_loss: 0.0312488 | Time: 1732.49 ms [2021-07-05 02:09:05 main:574] : INFO : Epoch 1587 | loss: 0.0310204 | val_loss: 0.031248 | Time: 1818.52 ms [2021-07-05 02:09:07 main:574] : INFO : Epoch 1588 | loss: 0.0310215 | val_loss: 0.0312597 | Time: 1775.11 ms [2021-07-05 02:09:09 main:574] : INFO : Epoch 1589 | loss: 0.0310136 | val_loss: 0.0312529 | Time: 1757.78 ms [2021-07-05 02:09:11 main:574] : INFO : Epoch 1590 | loss: 0.031016 | val_loss: 0.0312472 | Time: 1752.06 ms [2021-07-05 02:09:13 main:574] : INFO : Epoch 1591 | loss: 0.0310142 | val_loss: 0.0312459 | Time: 1722.6 ms [2021-07-05 02:09:14 main:574] : INFO : Epoch 1592 | loss: 0.0310175 | val_loss: 0.0312708 | Time: 1768.64 ms [2021-07-05 02:09:16 main:574] : INFO : Epoch 1593 | loss: 0.0310173 | val_loss: 0.031251 | Time: 1776.34 ms [2021-07-05 02:09:18 main:574] : INFO : Epoch 1594 | loss: 0.0310177 | val_loss: 0.0312485 | Time: 1746.91 ms [2021-07-05 02:09:20 main:574] : INFO : Epoch 1595 | loss: 0.0310164 | val_loss: 0.0312452 | Time: 1768.26 ms [2021-07-05 02:09:21 main:574] : INFO : Epoch 1596 | loss: 0.0310295 | val_loss: 0.0312577 | Time: 1716.64 ms [2021-07-05 02:09:23 main:574] : INFO : Epoch 1597 | loss: 0.0310189 | val_loss: 0.0312518 | Time: 1726.84 ms [2021-07-05 02:09:25 main:574] : INFO : Epoch 1598 | loss: 0.0310181 | val_loss: 0.0312355 | Time: 1694.61 ms [2021-07-05 02:09:26 main:574] : INFO : Epoch 1599 | loss: 0.0310159 | val_loss: 0.0312574 | Time: 1710.67 ms [2021-07-05 02:09:28 main:574] : INFO : Epoch 1600 | loss: 0.0310135 | val_loss: 0.0312442 | Time: 1713.03 ms [2021-07-05 02:09:30 main:574] : INFO : Epoch 1601 | loss: 0.0310164 | val_loss: 0.031256 | Time: 1767.67 ms [2021-07-05 02:09:32 main:574] : INFO : Epoch 1602 | loss: 0.0310149 | val_loss: 0.0312593 | Time: 1793.23 ms [2021-07-05 02:09:34 main:574] : INFO : Epoch 1603 | loss: 0.0310136 | val_loss: 0.0312685 | Time: 1758.36 ms [2021-07-05 02:09:35 main:574] : INFO : Epoch 1604 | loss: 0.0310186 | val_loss: 0.0312461 | Time: 1754.81 ms [2021-07-05 02:09:37 main:574] : INFO : Epoch 1605 | loss: 0.0310248 | val_loss: 0.0312643 | Time: 1733.28 ms [2021-07-05 02:09:39 main:574] : INFO : Epoch 1606 | loss: 0.0310189 | val_loss: 0.0312479 | Time: 1742.82 ms [2021-07-05 02:09:41 main:574] : INFO : Epoch 1607 | loss: 0.0310196 | val_loss: 0.0312362 | Time: 1752.24 ms [2021-07-05 02:09:42 main:574] : INFO : Epoch 1608 | loss: 0.0310144 | val_loss: 0.0312521 | Time: 1720.82 ms [2021-07-05 02:09:44 main:574] : INFO : Epoch 1609 | loss: 0.0310152 | val_loss: 0.0312573 | Time: 1728.38 ms [2021-07-05 02:09:46 main:574] : INFO : Epoch 1610 | loss: 0.031019 | val_loss: 0.0312588 | Time: 1764.31 ms [2021-07-05 02:09:47 main:574] : INFO : Epoch 1611 | loss: 0.0310136 | val_loss: 0.0312806 | Time: 1744.75 ms [2021-07-05 02:09:49 main:574] : INFO : Epoch 1612 | loss: 0.0310194 | val_loss: 0.0312513 | Time: 1755.36 ms [2021-07-05 02:09:51 main:574] : INFO : Epoch 1613 | loss: 0.0310198 | val_loss: 0.0312463 | Time: 1789.61 ms [2021-07-05 02:09:53 main:574] : INFO : Epoch 1614 | loss: 0.0310127 | val_loss: 0.031254 | Time: 1750.93 ms [2021-07-05 02:09:55 main:574] : INFO : Epoch 1615 | loss: 0.0310164 | val_loss: 0.0312481 | Time: 1771.01 ms [2021-07-05 02:09:56 main:574] : INFO : Epoch 1616 | loss: 0.0310152 | val_loss: 0.0312676 | Time: 1758.54 ms [2021-07-05 02:09:58 main:574] : INFO : Epoch 1617 | loss: 0.0310177 | val_loss: 0.0312292 | Time: 1727.05 ms [2021-07-05 02:10:00 main:574] : INFO : Epoch 1618 | loss: 0.031033 | val_loss: 0.0312786 | Time: 1762.82 ms [2021-07-05 02:10:02 main:574] : INFO : Epoch 1619 | loss: 0.0310355 | val_loss: 0.0312178 | Time: 1717.26 ms [2021-07-05 02:10:03 main:574] : INFO : Epoch 1620 | loss: 0.0310416 | val_loss: 0.0312433 | Time: 1745.57 ms [2021-07-05 02:10:05 main:574] : INFO : Epoch 1621 | loss: 0.0310305 | val_loss: 0.0312696 | Time: 1730.42 ms [2021-07-05 02:10:07 main:574] : INFO : Epoch 1622 | loss: 0.0310334 | val_loss: 0.0312714 | Time: 1752.06 ms [2021-07-05 02:10:09 main:574] : INFO : Epoch 1623 | loss: 0.0310333 | val_loss: 0.0312385 | Time: 1754.62 ms [2021-07-05 02:10:10 main:574] : INFO : Epoch 1624 | loss: 0.03102 | val_loss: 0.0312461 | Time: 1779.8 ms [2021-07-05 02:10:12 main:574] : INFO : Epoch 1625 | loss: 0.0310147 | val_loss: 0.0312612 | Time: 1718.87 ms [2021-07-05 02:10:14 main:574] : INFO : Epoch 1626 | loss: 0.0310135 | val_loss: 0.0312471 | Time: 1753.73 ms [2021-07-05 02:10:16 main:574] : INFO : Epoch 1627 | loss: 0.0310162 | val_loss: 0.0312707 | Time: 1722.05 ms [2021-07-05 02:10:17 main:574] : INFO : Epoch 1628 | loss: 0.0310181 | val_loss: 0.0312638 | Time: 1745.51 ms [2021-07-05 02:10:19 main:574] : INFO : Epoch 1629 | loss: 0.0310205 | val_loss: 0.0312652 | Time: 1747.05 ms [2021-07-05 02:10:21 main:574] : INFO : Epoch 1630 | loss: 0.031027 | val_loss: 0.031229 | Time: 1720.25 ms [2021-07-05 02:10:23 main:574] : INFO : Epoch 1631 | loss: 0.0310296 | val_loss: 0.0312419 | Time: 1762.58 ms [2021-07-05 02:10:24 main:574] : INFO : Epoch 1632 | loss: 0.0310182 | val_loss: 0.0312465 | Time: 1772.35 ms [2021-07-05 02:10:26 main:574] : INFO : Epoch 1633 | loss: 0.0310235 | val_loss: 0.031277 | Time: 1708.37 ms [2021-07-05 02:10:28 main:574] : INFO : Epoch 1634 | loss: 0.0310274 | val_loss: 0.0312324 | Time: 1792.05 ms [2021-07-05 02:10:30 main:574] : INFO : Epoch 1635 | loss: 0.0310162 | val_loss: 0.0312812 | Time: 1703.7 ms [2021-07-05 02:10:31 main:574] : INFO : Epoch 1636 | loss: 0.0310215 | val_loss: 0.0312643 | Time: 1731.75 ms [2021-07-05 02:10:33 main:574] : INFO : Epoch 1637 | loss: 0.0310288 | val_loss: 0.0312723 | Time: 1741.6 ms [2021-07-05 02:10:35 main:574] : INFO : Epoch 1638 | loss: 0.0310297 | val_loss: 0.0312497 | Time: 1737.05 ms [2021-07-05 02:10:37 main:574] : INFO : Epoch 1639 | loss: 0.0310198 | val_loss: 0.0312234 | Time: 1742.94 ms [2021-07-05 02:10:38 main:574] : INFO : Epoch 1640 | loss: 0.0310238 | val_loss: 0.0312505 | Time: 1815.16 ms [2021-07-05 02:10:40 main:574] : INFO : Epoch 1641 | loss: 0.0310153 | val_loss: 0.0312486 | Time: 1735.09 ms [2021-07-05 02:10:42 main:574] : INFO : Epoch 1642 | loss: 0.0310166 | val_loss: 0.0312647 | Time: 1722.31 ms [2021-07-05 02:10:44 main:574] : INFO : Epoch 1643 | loss: 0.0310188 | val_loss: 0.0312714 | Time: 1749.26 ms [2021-07-05 02:10:45 main:574] : INFO : Epoch 1644 | loss: 0.0310266 | val_loss: 0.031245 | Time: 1739.44 ms [2021-07-05 02:10:47 main:574] : INFO : Epoch 1645 | loss: 0.0310196 | val_loss: 0.0312413 | Time: 1755.45 ms [2021-07-05 02:10:49 main:574] : INFO : Epoch 1646 | loss: 0.0310124 | val_loss: 0.031262 | Time: 1722.36 ms [2021-07-05 02:10:51 main:574] : INFO : Epoch 1647 | loss: 0.0310115 | val_loss: 0.0312598 | Time: 1721.3 ms [2021-07-05 02:10:52 main:574] : INFO : Epoch 1648 | loss: 0.0310219 | val_loss: 0.0312367 | Time: 1721.18 ms [2021-07-05 02:10:54 main:574] : INFO : Epoch 1649 | loss: 0.0310418 | val_loss: 0.0312414 | Time: 1718.15 ms [2021-07-05 02:10:56 main:574] : INFO : Epoch 1650 | loss: 0.0310453 | val_loss: 0.0312604 | Time: 1726.2 ms [2021-07-05 02:10:57 main:574] : INFO : Epoch 1651 | loss: 0.0310315 | val_loss: 0.0312566 | Time: 1733.06 ms [2021-07-05 02:10:59 main:574] : INFO : Epoch 1652 | loss: 0.0310252 | val_loss: 0.0312603 | Time: 1733.91 ms [2021-07-05 02:11:01 main:574] : INFO : Epoch 1653 | loss: 0.031026 | val_loss: 0.0312567 | Time: 1759.09 ms [2021-07-05 02:11:03 main:574] : INFO : Epoch 1654 | loss: 0.0310331 | val_loss: 0.0312369 | Time: 1698.11 ms [2021-07-05 02:11:04 main:574] : INFO : Epoch 1655 | loss: 0.0310285 | val_loss: 0.0312545 | Time: 1728.68 ms [2021-07-05 02:11:06 main:574] : INFO : Epoch 1656 | loss: 0.0310225 | val_loss: 0.0312679 | Time: 1741.15 ms [2021-07-05 02:11:08 main:574] : INFO : Epoch 1657 | loss: 0.0310269 | val_loss: 0.0312364 | Time: 1735.39 ms [2021-07-05 02:11:10 main:574] : INFO : Epoch 1658 | loss: 0.0310273 | val_loss: 0.0312592 | Time: 1707.07 ms [2021-07-05 02:11:11 main:574] : INFO : Epoch 1659 | loss: 0.0310198 | val_loss: 0.0312593 | Time: 1720.42 ms [2021-07-05 02:11:13 main:574] : INFO : Epoch 1660 | loss: 0.0310187 | val_loss: 0.0312546 | Time: 1718.7 ms [2021-07-05 02:11:15 main:574] : INFO : Epoch 1661 | loss: 0.0310262 | val_loss: 0.0312439 | Time: 1717.64 ms [2021-07-05 02:11:16 main:574] : INFO : Epoch 1662 | loss: 0.0310292 | val_loss: 0.0312537 | Time: 1733.52 ms [2021-07-05 02:11:18 main:574] : INFO : Epoch 1663 | loss: 0.0310229 | val_loss: 0.0312688 | Time: 1706.17 ms [2021-07-05 02:11:20 main:574] : INFO : Epoch 1664 | loss: 0.0310191 | val_loss: 0.0312671 | Time: 1718.35 ms [2021-07-05 02:11:22 main:574] : INFO : Epoch 1665 | loss: 0.031023 | val_loss: 0.031264 | Time: 1748.8 ms [2021-07-05 02:11:23 main:574] : INFO : Epoch 1666 | loss: 0.0310165 | val_loss: 0.0312657 | Time: 1759.27 ms [2021-07-05 02:11:25 main:574] : INFO : Epoch 1667 | loss: 0.0310196 | val_loss: 0.0312811 | Time: 1716.1 ms [2021-07-05 02:11:27 main:574] : INFO : Epoch 1668 | loss: 0.0310258 | val_loss: 0.0312309 | Time: 1761.93 ms [2021-07-05 02:11:29 main:574] : INFO : Epoch 1669 | loss: 0.0310208 | val_loss: 0.0312653 | Time: 1801.74 ms [2021-07-05 02:11:30 main:574] : INFO : Epoch 1670 | loss: 0.0310119 | val_loss: 0.0312527 | Time: 1754.06 ms [2021-07-05 02:11:32 main:574] : INFO : Epoch 1671 | loss: 0.0310171 | val_loss: 0.0312517 | Time: 1756.82 ms [2021-07-05 02:11:34 main:574] : INFO : Epoch 1672 | loss: 0.0310143 | val_loss: 0.0312558 | Time: 1716.12 ms [2021-07-05 02:11:36 main:574] : INFO : Epoch 1673 | loss: 0.0310237 | val_loss: 0.03125 | Time: 1728.31 ms [2021-07-05 02:11:37 main:574] : INFO : Epoch 1674 | loss: 0.0310302 | val_loss: 0.0312367 | Time: 1732.03 ms [2021-07-05 02:11:39 main:574] : INFO : Epoch 1675 | loss: 0.031027 | val_loss: 0.0312705 | Time: 1739.83 ms [2021-07-05 02:11:41 main:574] : INFO : Epoch 1676 | loss: 0.0310256 | val_loss: 0.0312636 | Time: 1712.4 ms [2021-07-05 02:11:43 main:574] : INFO : Epoch 1677 | loss: 0.0310244 | val_loss: 0.0312586 | Time: 1726.91 ms [2021-07-05 02:11:44 main:574] : INFO : Epoch 1678 | loss: 0.0310116 | val_loss: 0.0312581 | Time: 1737.73 ms [2021-07-05 02:11:46 main:574] : INFO : Epoch 1679 | loss: 0.031011 | val_loss: 0.0312567 | Time: 1704.8 ms [2021-07-05 02:11:48 main:574] : INFO : Epoch 1680 | loss: 0.0310162 | val_loss: 0.0312509 | Time: 1724.29 ms [2021-07-05 02:11:50 main:574] : INFO : Epoch 1681 | loss: 0.03101 | val_loss: 0.0312344 | Time: 1710.8 ms [2021-07-05 02:11:51 main:574] : INFO : Epoch 1682 | loss: 0.0310127 | val_loss: 0.0312652 | Time: 1721.42 ms [2021-07-05 02:11:53 main:574] : INFO : Epoch 1683 | loss: 0.0310197 | val_loss: 0.031226 | Time: 1718.68 ms [2021-07-05 02:11:55 main:574] : INFO : Epoch 1684 | loss: 0.0310235 | val_loss: 0.0312675 | Time: 1725.66 ms [2021-07-05 02:11:56 main:574] : INFO : Epoch 1685 | loss: 0.0310222 | val_loss: 0.0312586 | Time: 1714.46 ms [2021-07-05 02:11:58 main:574] : INFO : Epoch 1686 | loss: 0.0310236 | val_loss: 0.0312505 | Time: 1766.86 ms [2021-07-05 02:12:00 main:574] : INFO : Epoch 1687 | loss: 0.0310219 | val_loss: 0.0312777 | Time: 1765.52 ms [2021-07-05 02:12:02 main:574] : INFO : Epoch 1688 | loss: 0.031023 | val_loss: 0.0312362 | Time: 1742.76 ms [2021-07-05 02:12:03 main:574] : INFO : Epoch 1689 | loss: 0.0310237 | val_loss: 0.0312574 | Time: 1747.27 ms [2021-07-05 02:12:05 main:574] : INFO : Epoch 1690 | loss: 0.0310182 | val_loss: 0.0312627 | Time: 1708.22 ms [2021-07-05 02:12:07 main:574] : INFO : Epoch 1691 | loss: 0.0310119 | val_loss: 0.0312755 | Time: 1724.97 ms [2021-07-05 02:12:09 main:574] : INFO : Epoch 1692 | loss: 0.0310151 | val_loss: 0.031234 | Time: 1741.24 ms [2021-07-05 02:12:10 main:574] : INFO : Epoch 1693 | loss: 0.0310177 | val_loss: 0.0312548 | Time: 1724.83 ms [2021-07-05 02:12:12 main:574] : INFO : Epoch 1694 | loss: 0.031018 | val_loss: 0.03126 | Time: 1729.3 ms [2021-07-05 02:12:14 main:574] : INFO : Epoch 1695 | loss: 0.0310144 | val_loss: 0.0312421 | Time: 1702.33 ms [2021-07-05 02:12:16 main:574] : INFO : Epoch 1696 | loss: 0.0310193 | val_loss: 0.0312483 | Time: 1720.08 ms [2021-07-05 02:12:17 main:574] : INFO : Epoch 1697 | loss: 0.0310232 | val_loss: 0.0312641 | Time: 1679.81 ms [2021-07-05 02:12:19 main:574] : INFO : Epoch 1698 | loss: 0.0310305 | val_loss: 0.0312192 | Time: 1714.05 ms [2021-07-05 02:12:21 main:574] : INFO : Epoch 1699 | loss: 0.0310379 | val_loss: 0.0312445 | Time: 1666.52 ms [2021-07-05 02:12:22 main:574] : INFO : Epoch 1700 | loss: 0.0310286 | val_loss: 0.0312342 | Time: 1759.14 ms [2021-07-05 02:12:24 main:574] : INFO : Epoch 1701 | loss: 0.0310467 | val_loss: 0.031233 | Time: 1715.02 ms [2021-07-05 02:12:26 main:574] : INFO : Epoch 1702 | loss: 0.0310372 | val_loss: 0.0312318 | Time: 1738.41 ms [2021-07-05 02:12:28 main:574] : INFO : Epoch 1703 | loss: 0.031025 | val_loss: 0.0312423 | Time: 1761.31 ms [2021-07-05 02:12:29 main:574] : INFO : Epoch 1704 | loss: 0.031029 | val_loss: 0.0312231 | Time: 1732.51 ms [2021-07-05 02:12:31 main:574] : INFO : Epoch 1705 | loss: 0.0310325 | val_loss: 0.031267 | Time: 1728.74 ms [2021-07-05 02:12:33 main:574] : INFO : Epoch 1706 | loss: 0.0310229 | val_loss: 0.0312482 | Time: 1714.41 ms [2021-07-05 02:12:35 main:574] : INFO : Epoch 1707 | loss: 0.0310175 | val_loss: 0.0312787 | Time: 1707.35 ms [2021-07-05 02:12:36 main:574] : INFO : Epoch 1708 | loss: 0.0310187 | val_loss: 0.0312459 | Time: 1717.52 ms [2021-07-05 02:12:38 main:574] : INFO : Epoch 1709 | loss: 0.031012 | val_loss: 0.0312573 | Time: 1683.51 ms [2021-07-05 02:12:40 main:574] : INFO : Epoch 1710 | loss: 0.0310204 | val_loss: 0.0312598 | Time: 1713.78 ms [2021-07-05 02:12:41 main:574] : INFO : Epoch 1711 | loss: 0.0310198 | val_loss: 0.0312504 | Time: 1707.27 ms [2021-07-05 02:12:43 main:574] : INFO : Epoch 1712 | loss: 0.031019 | val_loss: 0.0312444 | Time: 1762.32 ms [2021-07-05 02:12:45 main:574] : INFO : Epoch 1713 | loss: 0.0310126 | val_loss: 0.0312488 | Time: 1733.01 ms [2021-07-05 02:12:47 main:574] : INFO : Epoch 1714 | loss: 0.0310159 | val_loss: 0.0312646 | Time: 1714.25 ms [2021-07-05 02:12:48 main:574] : INFO : Epoch 1715 | loss: 0.0310169 | val_loss: 0.0312642 | Time: 1720.76 ms [2021-07-05 02:12:50 main:574] : INFO : Epoch 1716 | loss: 0.031017 | val_loss: 0.0312396 | Time: 1715.64 ms [2021-07-05 02:12:52 main:574] : INFO : Epoch 1717 | loss: 0.0310199 | val_loss: 0.0312647 | Time: 1704.07 ms [2021-07-05 02:12:53 main:574] : INFO : Epoch 1718 | loss: 0.0310172 | val_loss: 0.0312944 | Time: 1697.5 ms [2021-07-05 02:12:55 main:574] : INFO : Epoch 1719 | loss: 0.031034 | val_loss: 0.0312426 | Time: 1721.17 ms [2021-07-05 02:12:57 main:574] : INFO : Epoch 1720 | loss: 0.0310191 | val_loss: 0.0312676 | Time: 1731.39 ms [2021-07-05 02:12:59 main:574] : INFO : Epoch 1721 | loss: 0.0310156 | val_loss: 0.0312528 | Time: 1721.88 ms [2021-07-05 02:13:00 main:574] : INFO : Epoch 1722 | loss: 0.0310145 | val_loss: 0.0312532 | Time: 1736.62 ms [2021-07-05 02:13:02 main:574] : INFO : Epoch 1723 | loss: 0.0310209 | val_loss: 0.031248 | Time: 1744.53 ms [2021-07-05 02:13:04 main:574] : INFO : Epoch 1724 | loss: 0.0310203 | val_loss: 0.031266 | Time: 1725.4 ms [2021-07-05 02:13:06 main:574] : INFO : Epoch 1725 | loss: 0.0310297 | val_loss: 0.0312395 | Time: 1712.55 ms [2021-07-05 02:13:07 main:574] : INFO : Epoch 1726 | loss: 0.0310242 | val_loss: 0.0312512 | Time: 1690.82 ms [2021-07-05 02:13:09 main:574] : INFO : Epoch 1727 | loss: 0.0310172 | val_loss: 0.0312623 | Time: 1693.2 ms [2021-07-05 02:13:11 main:574] : INFO : Epoch 1728 | loss: 0.0310153 | val_loss: 0.0312428 | Time: 1681.66 ms [2021-07-05 02:13:12 main:574] : INFO : Epoch 1729 | loss: 0.0310121 | val_loss: 0.0312495 | Time: 1734.44 ms [2021-07-05 02:13:14 main:574] : INFO : Epoch 1730 | loss: 0.0310085 | val_loss: 0.0312566 | Time: 1719.92 ms [2021-07-05 02:13:16 main:574] : INFO : Epoch 1731 | loss: 0.031013 | val_loss: 0.0312371 | Time: 1725.67 ms [2021-07-05 02:13:18 main:574] : INFO : Epoch 1732 | loss: 0.031025 | val_loss: 0.0312501 | Time: 1722.52 ms [2021-07-05 02:13:19 main:574] : INFO : Epoch 1733 | loss: 0.0310203 | val_loss: 0.0312577 | Time: 1749.66 ms [2021-07-05 02:13:21 main:574] : INFO : Epoch 1734 | loss: 0.0310152 | val_loss: 0.0312463 | Time: 1714.53 ms [2021-07-05 02:13:23 main:574] : INFO : Epoch 1735 | loss: 0.0310148 | val_loss: 0.0312643 | Time: 1726.87 ms [2021-07-05 02:13:24 main:574] : INFO : Epoch 1736 | loss: 0.0310224 | val_loss: 0.0312503 | Time: 1721.05 ms [2021-07-05 02:13:26 main:574] : INFO : Epoch 1737 | loss: 0.0310203 | val_loss: 0.0312504 | Time: 1699.33 ms [2021-07-05 02:13:28 main:574] : INFO : Epoch 1738 | loss: 0.0310146 | val_loss: 0.0312463 | Time: 1739.05 ms [2021-07-05 02:13:30 main:574] : INFO : Epoch 1739 | loss: 0.0310118 | val_loss: 0.0312516 | Time: 1710.07 ms [2021-07-05 02:13:31 main:574] : INFO : Epoch 1740 | loss: 0.0310158 | val_loss: 0.0312371 | Time: 1817.9 ms [2021-07-05 02:13:33 main:574] : INFO : Epoch 1741 | loss: 0.0310194 | val_loss: 0.0312579 | Time: 1779.78 ms [2021-07-05 02:13:35 main:574] : INFO : Epoch 1742 | loss: 0.0310156 | val_loss: 0.031268 | Time: 1743.86 ms [2021-07-05 02:13:37 main:574] : INFO : Epoch 1743 | loss: 0.0310217 | val_loss: 0.0312379 | Time: 1761.36 ms [2021-07-05 02:13:39 main:574] : INFO : Epoch 1744 | loss: 0.031018 | val_loss: 0.0312425 | Time: 1750.97 ms [2021-07-05 02:13:40 main:574] : INFO : Epoch 1745 | loss: 0.0310208 | val_loss: 0.0312672 | Time: 1721.27 ms [2021-07-05 02:13:42 main:574] : INFO : Epoch 1746 | loss: 0.0310292 | val_loss: 0.0312461 | Time: 1731.43 ms [2021-07-05 02:13:44 main:574] : INFO : Epoch 1747 | loss: 0.0310276 | val_loss: 0.0312322 | Time: 1749.11 ms [2021-07-05 02:13:45 main:574] : INFO : Epoch 1748 | loss: 0.0310229 | val_loss: 0.0312486 | Time: 1736.32 ms [2021-07-05 02:13:47 main:574] : INFO : Epoch 1749 | loss: 0.0310171 | val_loss: 0.0312524 | Time: 1753.03 ms [2021-07-05 02:13:49 main:574] : INFO : Epoch 1750 | loss: 0.0310159 | val_loss: 0.0312461 | Time: 1744.12 ms [2021-07-05 02:13:51 main:574] : INFO : Epoch 1751 | loss: 0.0310209 | val_loss: 0.0312522 | Time: 1719.86 ms [2021-07-05 02:13:52 main:574] : INFO : Epoch 1752 | loss: 0.0310182 | val_loss: 0.031255 | Time: 1723.49 ms [2021-07-05 02:13:54 main:574] : INFO : Epoch 1753 | loss: 0.031021 | val_loss: 0.0312382 | Time: 1721.87 ms [2021-07-05 02:13:56 main:574] : INFO : Epoch 1754 | loss: 0.0310158 | val_loss: 0.0312607 | Time: 1720.23 ms [2021-07-05 02:13:58 main:574] : INFO : Epoch 1755 | loss: 0.0310201 | val_loss: 0.0312411 | Time: 1782.12 ms [2021-07-05 02:13:59 main:574] : INFO : Epoch 1756 | loss: 0.0310269 | val_loss: 0.0312402 | Time: 1729.91 ms [2021-07-05 02:14:01 main:574] : INFO : Epoch 1757 | loss: 0.031026 | val_loss: 0.0312327 | Time: 1756.68 ms [2021-07-05 02:14:03 main:574] : INFO : Epoch 1758 | loss: 0.0310186 | val_loss: 0.0312506 | Time: 1743.2 ms [2021-07-05 02:14:05 main:574] : INFO : Epoch 1759 | loss: 0.0310145 | val_loss: 0.0312532 | Time: 1730.49 ms [2021-07-05 02:14:06 main:574] : INFO : Epoch 1760 | loss: 0.0310237 | val_loss: 0.0312664 | Time: 1724.36 ms [2021-07-05 02:14:08 main:574] : INFO : Epoch 1761 | loss: 0.0310715 | val_loss: 0.0312311 | Time: 1750.53 ms [2021-07-05 02:14:10 main:574] : INFO : Epoch 1762 | loss: 0.0310543 | val_loss: 0.0312464 | Time: 1729.13 ms [2021-07-05 02:14:12 main:574] : INFO : Epoch 1763 | loss: 0.0311724 | val_loss: 0.0314592 | Time: 1748.07 ms [2021-07-05 02:14:13 main:574] : INFO : Epoch 1764 | loss: 0.0320664 | val_loss: 0.0314842 | Time: 1724.83 ms [2021-07-05 02:14:15 main:574] : INFO : Epoch 1765 | loss: 0.0316953 | val_loss: 0.0313956 | Time: 1708.47 ms [2021-07-05 02:14:17 main:574] : INFO : Epoch 1766 | loss: 0.0313217 | val_loss: 0.0312761 | Time: 1712.55 ms [2021-07-05 02:14:19 main:574] : INFO : Epoch 1767 | loss: 0.0312629 | val_loss: 0.0312559 | Time: 1711.65 ms [2021-07-05 02:14:20 main:574] : INFO : Epoch 1768 | loss: 0.0312525 | val_loss: 0.0312518 | Time: 1736.69 ms [2021-07-05 02:14:22 main:574] : INFO : Epoch 1769 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1741.79 ms [2021-07-05 02:14:24 main:574] : INFO : Epoch 1770 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1772.87 ms [2021-07-05 02:14:26 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1744.38 ms [2021-07-05 02:14:27 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1714.57 ms [2021-07-05 02:14:29 main:574] : INFO : Epoch 1773 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1719.25 ms [2021-07-05 02:14:31 main:574] : INFO : Epoch 1774 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1707.87 ms [2021-07-05 02:14:32 main:574] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1719.11 ms [2021-07-05 02:14:34 main:574] : INFO : Epoch 1776 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1745.35 ms [2021-07-05 02:14:36 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1732.51 ms [2021-07-05 02:14:38 main:574] : INFO : Epoch 1778 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1780.69 ms [2021-07-05 02:14:39 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1803.07 ms [2021-07-05 02:14:41 main:574] : INFO : Epoch 1780 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1732.26 ms [2021-07-05 02:14:43 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1725.2 ms [2021-07-05 02:14:45 main:574] : INFO : Epoch 1782 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1738.36 ms [2021-07-05 02:14:46 main:574] : INFO : Epoch 1783 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1743.53 ms [2021-07-05 02:14:48 main:574] : INFO : Epoch 1784 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1744.04 ms [2021-07-05 02:14:50 main:574] : INFO : Epoch 1785 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1724.86 ms [2021-07-05 02:14:52 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1721.04 ms [2021-07-05 02:14:53 main:574] : INFO : Epoch 1787 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1719.18 ms [2021-07-05 02:14:55 main:574] : INFO : Epoch 1788 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1750.19 ms [2021-07-05 02:14:57 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1737.47 ms [2021-07-05 02:14:59 main:574] : INFO : Epoch 1790 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1719.95 ms [2021-07-05 02:15:00 main:574] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1746.57 ms [2021-07-05 02:15:02 main:574] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1748.09 ms [2021-07-05 02:15:04 main:574] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1721.09 ms [2021-07-05 02:15:06 main:574] : INFO : Epoch 1794 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1761.56 ms [2021-07-05 02:15:07 main:574] : INFO : Epoch 1795 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1768.85 ms [2021-07-05 02:15:09 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1707.9 ms [2021-07-05 02:15:11 main:574] : INFO : Epoch 1797 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1707.11 ms [2021-07-05 02:15:12 main:574] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1714.59 ms [2021-07-05 02:15:14 main:574] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1768.21 ms [2021-07-05 02:15:16 main:574] : INFO : Epoch 1800 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1756.43 ms [2021-07-05 02:15:18 main:574] : INFO : Epoch 1801 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1726.1 ms [2021-07-05 02:15:20 main:574] : INFO : Epoch 1802 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1745 ms [2021-07-05 02:15:21 main:574] : INFO : Epoch 1803 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1742.47 ms [2021-07-05 02:15:23 main:574] : INFO : Epoch 1804 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1703.57 ms [2021-07-05 02:15:25 main:574] : INFO : Epoch 1805 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1706.46 ms [2021-07-05 02:15:26 main:574] : INFO : Epoch 1806 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1708.22 ms [2021-07-05 02:15:28 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1704.67 ms [2021-07-05 02:15:30 main:574] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 1710.6 ms [2021-07-05 02:15:32 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1718.03 ms [2021-07-05 02:15:33 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1736.07 ms [2021-07-05 02:15:35 main:574] : INFO : Epoch 1811 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1754.47 ms [2021-07-05 02:15:37 main:574] : INFO : Epoch 1812 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1741.36 ms [2021-07-05 02:15:39 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1735.96 ms [2021-07-05 02:15:40 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1700.38 ms [2021-07-05 02:15:42 main:574] : INFO : Epoch 1815 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1733.38 ms [2021-07-05 02:15:44 main:574] : INFO : Epoch 1816 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1735.85 ms [2021-07-05 02:15:45 main:574] : INFO : Epoch 1817 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1729.65 ms [2021-07-05 02:15:47 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1724.27 ms [2021-07-05 02:15:49 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1700.1 ms [2021-07-05 02:15:51 main:574] : INFO : Epoch 1820 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1717.15 ms [2021-07-05 02:15:52 main:574] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1750.51 ms [2021-07-05 02:15:54 main:574] : INFO : Epoch 1822 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1743.69 ms [2021-07-05 02:15:56 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1757.55 ms [2021-07-05 02:15:58 main:574] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1738.59 ms [2021-07-05 02:15:59 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1709.25 ms [2021-07-05 02:16:01 main:574] : INFO : Epoch 1826 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1706.09 ms [2021-07-05 02:16:03 main:574] : INFO : Epoch 1827 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1758.27 ms [2021-07-05 02:16:04 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1693.17 ms [2021-07-05 02:16:06 main:574] : INFO : Epoch 1829 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1668.06 ms [2021-07-05 02:16:08 main:574] : INFO : Epoch 1830 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1671.64 ms [2021-07-05 02:16:10 main:574] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1665.97 ms [2021-07-05 02:16:11 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1716.03 ms [2021-07-05 02:16:13 main:574] : INFO : Epoch 1833 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1784.01 ms [2021-07-05 02:16:15 main:574] : INFO : Epoch 1834 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1759.61 ms [2021-07-05 02:16:17 main:574] : INFO : Epoch 1835 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1724.18 ms [2021-07-05 02:16:18 main:574] : INFO : Epoch 1836 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1741.48 ms [2021-07-05 02:16:20 main:574] : INFO : Epoch 1837 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 1729.44 ms [2021-07-05 02:16:22 main:574] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1724.53 ms [2021-07-05 02:16:23 main:574] : INFO : Epoch 1839 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1714.13 ms [2021-07-05 02:16:25 main:574] : INFO : Epoch 1840 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1717.23 ms [2021-07-05 02:16:27 main:574] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1737.54 ms [2021-07-05 02:16:29 main:574] : INFO : Epoch 1842 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1748.39 ms [2021-07-05 02:16:30 main:574] : INFO : Epoch 1843 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1747.66 ms [2021-07-05 02:16:32 main:574] : INFO : Epoch 1844 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1752.7 ms [2021-07-05 02:16:34 main:574] : INFO : Epoch 1845 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1730.45 ms [2021-07-05 02:16:36 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1694.58 ms [2021-07-05 02:16:37 main:574] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1708.26 ms [2021-07-05 02:16:39 main:574] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1742.85 ms [2021-07-05 02:16:41 main:574] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1723.29 ms [2021-07-05 02:16:43 main:574] : INFO : Epoch 1850 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1723.79 ms [2021-07-05 02:16:44 main:574] : INFO : Epoch 1851 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1753.3 ms [2021-07-05 02:16:46 main:574] : INFO : Epoch 1852 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1751.3 ms [2021-07-05 02:16:48 main:574] : INFO : Epoch 1853 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1774 ms [2021-07-05 02:16:50 main:574] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1780.46 ms [2021-07-05 02:16:51 main:574] : INFO : Epoch 1855 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1774.14 ms [2021-07-05 02:16:53 main:574] : INFO : Epoch 1856 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 1761.06 ms [2021-07-05 02:16:55 main:574] : INFO : Epoch 1857 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1727.81 ms [2021-07-05 02:16:57 main:574] : INFO : Epoch 1858 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1744.72 ms [2021-07-05 02:16:58 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1704.67 ms [2021-07-05 02:17:00 main:574] : INFO : Epoch 1860 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1722.61 ms [2021-07-05 02:17:02 main:574] : INFO : Epoch 1861 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1725.43 ms [2021-07-05 02:17:03 main:574] : INFO : Epoch 1862 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1708.29 ms [2021-07-05 02:17:05 main:574] : INFO : Epoch 1863 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1726.18 ms [2021-07-05 02:17:07 main:574] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1737.68 ms [2021-07-05 02:17:09 main:574] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1781.79 ms [2021-07-05 02:17:11 main:574] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1757.68 ms [2021-07-05 02:17:12 main:574] : INFO : Epoch 1867 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1723.83 ms [2021-07-05 02:17:14 main:574] : INFO : Epoch 1868 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1712.43 ms [2021-07-05 02:17:16 main:574] : INFO : Epoch 1869 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1765.56 ms [2021-07-05 02:17:17 main:574] : INFO : Epoch 1870 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 1696.53 ms [2021-07-05 02:17:19 main:574] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1725.83 ms [2021-07-05 02:17:21 main:574] : INFO : Epoch 1872 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1728.85 ms [2021-07-05 02:17:23 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1775.21 ms [2021-07-05 02:17:24 main:574] : INFO : Epoch 1874 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1739.56 ms [2021-07-05 02:17:26 main:574] : INFO : Epoch 1875 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1705.77 ms [2021-07-05 02:17:28 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1703.75 ms [2021-07-05 02:17:30 main:574] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1744.13 ms [2021-07-05 02:17:31 main:574] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1710.76 ms [2021-07-05 02:17:33 main:574] : INFO : Epoch 1879 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1704.09 ms [2021-07-05 02:17:35 main:574] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 1719.79 ms [2021-07-05 02:17:36 main:574] : INFO : Epoch 1881 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1718.01 ms [2021-07-05 02:17:38 main:574] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1712.1 ms [2021-07-05 02:17:40 main:574] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1739.84 ms [2021-07-05 02:17:42 main:574] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1704.43 ms [2021-07-05 02:17:43 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1747.9 ms [2021-07-05 02:17:45 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1767.67 ms [2021-07-05 02:17:47 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1731.53 ms [2021-07-05 02:17:49 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1747.89 ms [2021-07-05 02:17:50 main:574] : INFO : Epoch 1889 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1717.56 ms [2021-07-05 02:17:52 main:574] : INFO : Epoch 1890 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1698.7 ms [2021-07-05 02:17:54 main:574] : INFO : Epoch 1891 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1761.37 ms [2021-07-05 02:17:56 main:574] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1772.05 ms [2021-07-05 02:17:57 main:574] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1749.19 ms [2021-07-05 02:17:59 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 1778.67 ms [2021-07-05 02:18:01 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1729.77 ms [2021-07-05 02:18:03 main:574] : INFO : Epoch 1896 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1751.54 ms [2021-07-05 02:18:04 main:574] : INFO : Epoch 1897 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1729.57 ms [2021-07-05 02:18:06 main:574] : INFO : Epoch 1898 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1745.28 ms [2021-07-05 02:18:08 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1705.1 ms [2021-07-05 02:18:10 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1727.47 ms [2021-07-05 02:18:11 main:574] : INFO : Epoch 1901 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1718.6 ms [2021-07-05 02:18:13 main:574] : INFO : Epoch 1902 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 1726.93 ms [2021-07-05 02:18:15 main:574] : INFO : Epoch 1903 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1743.9 ms [2021-07-05 02:18:17 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1737.6 ms [2021-07-05 02:18:18 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 1692.66 ms [2021-07-05 02:18:20 main:574] : INFO : Epoch 1906 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1774.34 ms [2021-07-05 02:18:22 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 1736.56 ms [2021-07-05 02:18:23 main:574] : INFO : Epoch 1908 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1718.63 ms [2021-07-05 02:18:25 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312548 | Time: 1690.67 ms [2021-07-05 02:18:27 main:574] : INFO : Epoch 1910 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 1722.09 ms [2021-07-05 02:18:29 main:574] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1782.67 ms [2021-07-05 02:18:30 main:574] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1733.39 ms [2021-07-05 02:18:32 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1753.4 ms [2021-07-05 02:18:34 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1732.37 ms [2021-07-05 02:18:36 main:574] : INFO : Epoch 1915 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1722.55 ms [2021-07-05 02:18:37 main:574] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1724.42 ms [2021-07-05 02:18:39 main:574] : INFO : Epoch 1917 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1738.98 ms [2021-07-05 02:18:41 main:574] : INFO : Epoch 1918 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1761.28 ms [2021-07-05 02:18:43 main:574] : INFO : Epoch 1919 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1762.06 ms [2021-07-05 02:18:44 main:574] : INFO : Epoch 1920 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1776.3 ms [2021-07-05 02:18:46 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1746.93 ms [2021-07-05 02:18:48 main:574] : INFO : Epoch 1922 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1716.34 ms [2021-07-05 02:18:50 main:574] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1750.35 ms [2021-07-05 02:18:51 main:574] : INFO : Epoch 1924 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1749.71 ms [2021-07-05 02:18:53 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1766.09 ms [2021-07-05 02:18:55 main:574] : INFO : Epoch 1926 | loss: 0.0312501 | val_loss: 0.0312529 | Time: 1744.08 ms [2021-07-05 02:18:57 main:574] : INFO : Epoch 1927 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1751.63 ms [2021-07-05 02:18:58 main:574] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1739.88 ms [2021-07-05 02:19:00 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1734.2 ms [2021-07-05 02:19:02 main:574] : INFO : Epoch 1930 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1730.77 ms [2021-07-05 02:19:04 main:574] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1740.04 ms [2021-07-05 02:19:05 main:574] : INFO : Epoch 1932 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1741.98 ms [2021-07-05 02:19:07 main:574] : INFO : Epoch 1933 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1729.98 ms [2021-07-05 02:19:09 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 1761.05 ms [2021-07-05 02:19:11 main:574] : INFO : Epoch 1935 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1724.52 ms [2021-07-05 02:19:12 main:574] : INFO : Epoch 1936 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1735.97 ms [2021-07-05 02:19:14 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1780.37 ms [2021-07-05 02:19:16 main:574] : INFO : Epoch 1938 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1751.63 ms [2021-07-05 02:19:18 main:574] : INFO : Epoch 1939 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1745.57 ms [2021-07-05 02:19:19 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1747.22 ms [2021-07-05 02:19:21 main:574] : INFO : Epoch 1941 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1696.83 ms [2021-07-05 02:19:23 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1717.87 ms [2021-07-05 02:19:25 main:574] : INFO : Epoch 1943 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1726.8 ms [2021-07-05 02:19:26 main:574] : INFO : Epoch 1944 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1747.06 ms [2021-07-05 02:19:28 main:574] : INFO : Epoch 1945 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1718.69 ms [2021-07-05 02:19:30 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1759.86 ms [2021-07-05 02:19:32 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1749.26 ms [2021-07-05 02:19:33 main:574] : INFO : Epoch 1948 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1758.91 ms [2021-07-05 02:19:35 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1759.94 ms [2021-07-05 02:19:37 main:574] : INFO : Epoch 1950 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1716.42 ms [2021-07-05 02:19:39 main:574] : INFO : Epoch 1951 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1724.25 ms [2021-07-05 02:19:40 main:574] : INFO : Epoch 1952 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1728.68 ms [2021-07-05 02:19:42 main:574] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1770.39 ms [2021-07-05 02:19:44 main:574] : INFO : Epoch 1954 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1721.16 ms [2021-07-05 02:19:45 main:574] : INFO : Epoch 1955 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1729.15 ms [2021-07-05 02:19:47 main:574] : INFO : Epoch 1956 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1784.57 ms [2021-07-05 02:19:49 main:574] : INFO : Epoch 1957 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1779 ms [2021-07-05 02:19:51 main:574] : INFO : Epoch 1958 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1758.64 ms [2021-07-05 02:19:53 main:574] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1802.25 ms [2021-07-05 02:19:54 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312529 | Time: 1779.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 Ti) [2021-07-05 07:09:57 main:435] : INFO : Set logging level to 1 [2021-07-05 07:09:57 main:441] : INFO : Running in BOINC Client mode [2021-07-05 07:09:57 main:444] : INFO : Resolving all filenames [2021-07-05 07:09:57 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 07:09:57 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099338-16907-0_0_r940785908_1 (exists = 1) [2021-07-05 07:09:57 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099338-16907-0_0_r940785908_0 (exists = 0) [2021-07-05 07:09:57 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 07:09:57 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 07:09:57 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 07:09:57 main:474] : INFO : Configuration: [2021-07-05 07:09:57 main:475] : INFO : Model type: GRU [2021-07-05 07:09:57 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 07:09:57 main:477] : INFO : Max Epochs: 2048 [2021-07-05 07:09:57 main:478] : INFO : Batch Size: 128 [2021-07-05 07:09:57 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 07:09:57 main:480] : INFO : Patience: 10 [2021-07-05 07:09:57 main:481] : INFO : Hidden Width: 12 [2021-07-05 07:09:57 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 07:09:57 main:483] : INFO : # Backend Layers: 4 [2021-07-05 07:09:57 main:484] : INFO : # Threads: 1 [2021-07-05 07:09:57 main:486] : INFO : Preparing Dataset [2021-07-05 07:09:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 07:09:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 07:09:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 07:09:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 07:09:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 07:09:59 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 07:09:59 main:494] : INFO : Creating Model [2021-07-05 07:09:59 main:507] : INFO : Preparing config file [2021-07-05 07:09:59 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 07:09:59 main:512] : INFO : Loading config [2021-07-05 07:09:59 main:514] : INFO : Loading state [2021-07-05 07:10:01 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 07:10:01 main:562] : INFO : Starting Training [2021-07-05 07:10:04 main:574] : INFO : Epoch 1960 | loss: 0.0312904 | val_loss: 0.0312575 | Time: 3042.31 ms [2021-07-05 07:10:06 main:574] : INFO : Epoch 1961 | loss: 0.0312532 | val_loss: 0.0312512 | Time: 2527.11 ms [2021-07-05 07:10:09 main:574] : INFO : Epoch 1962 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2544.49 ms [2021-07-05 07:10:12 main:574] : INFO : Epoch 1963 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2615.97 ms [2021-07-05 07:10:14 main:574] : INFO : Epoch 1964 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2580.41 ms [2021-07-05 07:10:17 main:574] : INFO : Epoch 1965 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2626.26 ms [2021-07-05 07:10:19 main:574] : INFO : Epoch 1966 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2550.85 ms [2021-07-05 07:10:22 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2555.87 ms [2021-07-05 07:10:24 main:574] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2523.82 ms [2021-07-05 07:10:27 main:574] : INFO : Epoch 1969 | loss: 0.0312486 | val_loss: 0.0312466 | Time: 2572.63 ms [2021-07-05 07:10:30 main:574] : INFO : Epoch 1970 | loss: 0.031247 | val_loss: 0.0312447 | Time: 2560.08 ms [2021-07-05 07:10:32 main:574] : INFO : Epoch 1971 | loss: 0.031247 | val_loss: 0.031246 | Time: 2517.75 ms [2021-07-05 07:10:35 main:574] : INFO : Epoch 1972 | loss: 0.0312425 | val_loss: 0.0312394 | Time: 2555.68 ms [2021-07-05 07:10:37 main:574] : INFO : Epoch 1973 | loss: 0.0312542 | val_loss: 0.031275 | Time: 2546.64 ms [2021-07-05 07:10:40 main:574] : INFO : Epoch 1974 | loss: 0.0312632 | val_loss: 0.0312689 | Time: 2544.61 ms [2021-07-05 07:10:42 main:574] : INFO : Epoch 1975 | loss: 0.0312443 | val_loss: 0.0312252 | Time: 2458.1 ms [2021-07-05 07:10:45 main:574] : INFO : Epoch 1976 | loss: 0.0312164 | val_loss: 0.031211 | Time: 2555.3 ms [2021-07-05 07:10:47 main:574] : INFO : Epoch 1977 | loss: 0.0312014 | val_loss: 0.0312009 | Time: 2488.77 ms [2021-07-05 07:10:50 main:574] : INFO : Epoch 1978 | loss: 0.0311917 | val_loss: 0.0311877 | Time: 2606.05 ms [2021-07-05 07:10:53 main:574] : INFO : Epoch 1979 | loss: 0.0311839 | val_loss: 0.0311844 | Time: 2568.13 ms [2021-07-05 07:10:55 main:574] : INFO : Epoch 1980 | loss: 0.03118 | val_loss: 0.0311866 | Time: 2630.17 ms [2021-07-05 07:10:58 main:574] : INFO : Epoch 1981 | loss: 0.0311804 | val_loss: 0.031179 | Time: 2649.14 ms [2021-07-05 07:11:00 main:574] : INFO : Epoch 1982 | loss: 0.0311752 | val_loss: 0.031179 | Time: 2573.65 ms [2021-07-05 07:11:03 main:574] : INFO : Epoch 1983 | loss: 0.0311731 | val_loss: 0.0311904 | Time: 2490.63 ms [2021-07-05 07:11:05 main:574] : INFO : Epoch 1984 | loss: 0.031174 | val_loss: 0.0311765 | Time: 2531.81 ms [2021-07-05 07:11:08 main:574] : INFO : Epoch 1985 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 2561.07 ms [2021-07-05 07:11:11 main:574] : INFO : Epoch 1986 | loss: 0.031168 | val_loss: 0.0311767 | Time: 2595.18 ms [2021-07-05 07:11:13 main:574] : INFO : Epoch 1987 | loss: 0.0311714 | val_loss: 0.0311887 | Time: 2577.54 ms [2021-07-05 07:11:16 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311755 | Time: 2571.06 ms [2021-07-05 07:11:18 main:574] : INFO : Epoch 1989 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 2552.19 ms [2021-07-05 07:11:21 main:574] : INFO : Epoch 1990 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 2561.9 ms [2021-07-05 07:11:24 main:574] : INFO : Epoch 1991 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 2602.28 ms [2021-07-05 07:11:26 main:574] : INFO : Epoch 1992 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 2563.51 ms [2021-07-05 07:11:29 main:574] : INFO : Epoch 1993 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 2524.72 ms [2021-07-05 07:11:31 main:574] : INFO : Epoch 1994 | loss: 0.031166 | val_loss: 0.0311779 | Time: 2519.52 ms [2021-07-05 07:11:34 main:574] : INFO : Epoch 1995 | loss: 0.0311645 | val_loss: 0.0311811 | Time: 2656.4 ms [2021-07-05 07:11:36 main:574] : INFO : Epoch 1996 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 2530.89 ms [2021-07-05 07:11:39 main:574] : INFO : Epoch 1997 | loss: 0.0311623 | val_loss: 0.0311779 | Time: 2599.61 ms [2021-07-05 07:11:41 main:574] : INFO : Epoch 1998 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 2534.31 ms [2021-07-05 07:11:44 main:574] : INFO : Epoch 1999 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 2602.18 ms [2021-07-05 07:11:47 main:574] : INFO : Epoch 2000 | loss: 0.0311609 | val_loss: 0.0311838 | Time: 2531.46 ms [2021-07-05 07:11:49 main:574] : INFO : Epoch 2001 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 2643.39 ms [2021-07-05 07:11:52 main:574] : INFO : Epoch 2002 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 2556.48 ms [2021-07-05 07:11:54 main:574] : INFO : Epoch 2003 | loss: 0.0311591 | val_loss: 0.0311789 | Time: 2445 ms [2021-07-05 07:11:57 main:574] : INFO : Epoch 2004 | loss: 0.0311624 | val_loss: 0.0311773 | Time: 2467.85 ms [2021-07-05 07:11:59 main:574] : INFO : Epoch 2005 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 2564.37 ms [2021-07-05 07:12:02 main:574] : INFO : Epoch 2006 | loss: 0.0311557 | val_loss: 0.0311739 | Time: 2541.87 ms [2021-07-05 07:12:05 main:574] : INFO : Epoch 2007 | loss: 0.0311535 | val_loss: 0.0311735 | Time: 2592.63 ms [2021-07-05 07:12:07 main:574] : INFO : Epoch 2008 | loss: 0.0311546 | val_loss: 0.0311778 | Time: 2418.52 ms [2021-07-05 07:12:10 main:574] : INFO : Epoch 2009 | loss: 0.0311545 | val_loss: 0.03118 | Time: 2611.74 ms [2021-07-05 07:12:12 main:574] : INFO : Epoch 2010 | loss: 0.0311533 | val_loss: 0.0311746 | Time: 2608.24 ms [2021-07-05 07:12:15 main:574] : INFO : Epoch 2011 | loss: 0.0311523 | val_loss: 0.0311819 | Time: 2548.91 ms [2021-07-05 07:12:17 main:574] : INFO : Epoch 2012 | loss: 0.0311541 | val_loss: 0.0311748 | Time: 2573.34 ms [2021-07-05 07:12:20 main:574] : INFO : Epoch 2013 | loss: 0.0311528 | val_loss: 0.0311738 | Time: 2609.05 ms [2021-07-05 07:12:22 main:574] : INFO : Epoch 2014 | loss: 0.031153 | val_loss: 0.0311772 | Time: 2529.77 ms [2021-07-05 07:12:25 main:574] : INFO : Epoch 2015 | loss: 0.0311516 | val_loss: 0.0311758 | Time: 2519.95 ms [2021-07-05 07:12:27 main:574] : INFO : Epoch 2016 | loss: 0.0311548 | val_loss: 0.0311727 | Time: 2484.87 ms [2021-07-05 07:12:30 main:574] : INFO : Epoch 2017 | loss: 0.031154 | val_loss: 0.031178 | Time: 2519.19 ms [2021-07-05 07:12:33 main:574] : INFO : Epoch 2018 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 2610.12 ms [2021-07-05 07:12:35 main:574] : INFO : Epoch 2019 | loss: 0.0311507 | val_loss: 0.0311722 | Time: 2555.77 ms [2021-07-05 07:12:38 main:574] : INFO : Epoch 2020 | loss: 0.0311496 | val_loss: 0.0311703 | Time: 2638.02 ms [2021-07-05 07:12:40 main:574] : INFO : Epoch 2021 | loss: 0.0311505 | val_loss: 0.031173 | Time: 2527.54 ms [2021-07-05 07:12:43 main:574] : INFO : Epoch 2022 | loss: 0.031154 | val_loss: 0.0311737 | Time: 2559.5 ms [2021-07-05 07:12:46 main:574] : INFO : Epoch 2023 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 2594.51 ms [2021-07-05 07:12:48 main:574] : INFO : Epoch 2024 | loss: 0.031163 | val_loss: 0.0311905 | Time: 2569.6 ms [2021-07-05 07:12:51 main:574] : INFO : Epoch 2025 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 2511 ms [2021-07-05 07:12:53 main:574] : INFO : Epoch 2026 | loss: 0.0311533 | val_loss: 0.0311726 | Time: 2614.35 ms [2021-07-05 07:12:56 main:574] : INFO : Epoch 2027 | loss: 0.031155 | val_loss: 0.0311714 | Time: 2598.17 ms [2021-07-05 07:12:59 main:574] : INFO : Epoch 2028 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 2610.9 ms [2021-07-05 07:13:01 main:574] : INFO : Epoch 2029 | loss: 0.0311529 | val_loss: 0.0311747 | Time: 2534.31 ms [2021-07-05 07:13:04 main:574] : INFO : Epoch 2030 | loss: 0.0311544 | val_loss: 0.0311741 | Time: 2528.29 ms [2021-07-05 07:13:06 main:574] : INFO : Epoch 2031 | loss: 0.031153 | val_loss: 0.0311712 | Time: 2542.68 ms [2021-07-05 07:13:09 main:574] : INFO : Epoch 2032 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 2527.88 ms [2021-07-05 07:13:11 main:574] : INFO : Epoch 2033 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 2597.97 ms [2021-07-05 07:13:14 main:574] : INFO : Epoch 2034 | loss: 0.0311505 | val_loss: 0.0311701 | Time: 2605.98 ms [2021-07-05 07:13:17 main:574] : INFO : Epoch 2035 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 2605.8 ms [2021-07-05 07:13:19 main:574] : INFO : Epoch 2036 | loss: 0.03115 | val_loss: 0.031172 | Time: 2587.67 ms [2021-07-05 07:13:22 main:574] : INFO : Epoch 2037 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 2614.98 ms [2021-07-05 07:13:24 main:574] : INFO : Epoch 2038 | loss: 0.0311495 | val_loss: 0.0311714 | Time: 2563.9 ms [2021-07-05 07:13:27 main:574] : INFO : Epoch 2039 | loss: 0.0311501 | val_loss: 0.0311719 | Time: 2582.96 ms [2021-07-05 07:13:29 main:574] : INFO : Epoch 2040 | loss: 0.0311462 | val_loss: 0.0311712 | Time: 2527.36 ms [2021-07-05 07:13:32 main:574] : INFO : Epoch 2041 | loss: 0.0311471 | val_loss: 0.0311708 | Time: 2592.59 ms [2021-07-05 07:13:35 main:574] : INFO : Epoch 2042 | loss: 0.0311509 | val_loss: 0.0311726 | Time: 2492.18 ms [2021-07-05 07:13:37 main:574] : INFO : Epoch 2043 | loss: 0.031146 | val_loss: 0.0311726 | Time: 2631.17 ms [2021-07-05 07:13:40 main:574] : INFO : Epoch 2044 | loss: 0.0311462 | val_loss: 0.0311718 | Time: 2591.03 ms [2021-07-05 07:13:42 main:574] : INFO : Epoch 2045 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 2489.96 ms [2021-07-05 07:13:45 main:574] : INFO : Epoch 2046 | loss: 0.0311512 | val_loss: 0.0311746 | Time: 2484.91 ms [2021-07-05 07:13:47 main:574] : INFO : Epoch 2047 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 2525.79 ms [2021-07-05 07:13:50 main:574] : INFO : Epoch 2048 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 2639 ms [2021-07-05 07:13:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311727 [2021-07-05 07:13:50 main:603] : INFO : Saving end state to config to file [2021-07-05 07:13:50 main:608] : INFO : Success, exiting.. 07:13:50 (58244): 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)