Task 9204374
| Name | ParityModified-1636226979-31602-3-0_0 |
| Workunit | 6639561 |
| Created | 26 Nov 2021, 17:52:17 UTC |
| Sent | 2 Dec 2021, 17:40:03 UTC |
| Report deadline | 10 Dec 2021, 17:40:03 UTC |
| Received | 2 Dec 2021, 18:43:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 2 min 19 sec |
| CPU time | 1 hours 1 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.50 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1538 | loss: 0.0310493 | val_loss: 0.031132 | Time: 1797.83 ms [2021-12-02 18:27:59 main:581] : INFO : Epoch 1539 | loss: 0.0310457 | val_loss: 0.0311498 | Time: 1827.06 ms [2021-12-02 18:28:00 main:581] : INFO : Epoch 1540 | loss: 0.0310514 | val_loss: 0.0311436 | Time: 1765.9 ms [2021-12-02 18:28:02 main:581] : INFO : Epoch 1541 | loss: 0.0310473 | val_loss: 0.0311519 | Time: 1804.39 ms [2021-12-02 18:28:04 main:581] : INFO : Epoch 1542 | loss: 0.0310449 | val_loss: 0.0311352 | Time: 1796.61 ms [2021-12-02 18:28:06 main:581] : INFO : Epoch 1543 | loss: 0.0310404 | val_loss: 0.0311453 | Time: 1832.48 ms [2021-12-02 18:28:08 main:581] : INFO : Epoch 1544 | loss: 0.0310407 | val_loss: 0.0311448 | Time: 1791.07 ms [2021-12-02 18:28:09 main:581] : INFO : Epoch 1545 | loss: 0.0310411 | val_loss: 0.0311548 | Time: 1775.08 ms [2021-12-02 18:28:11 main:581] : INFO : Epoch 1546 | loss: 0.0310469 | val_loss: 0.0311321 | Time: 1818.85 ms [2021-12-02 18:28:13 main:581] : INFO : Epoch 1547 | loss: 0.0310452 | val_loss: 0.0311405 | Time: 1785.36 ms [2021-12-02 18:28:15 main:581] : INFO : Epoch 1548 | loss: 0.0310436 | val_loss: 0.0311402 | Time: 1789.35 ms [2021-12-02 18:28:16 main:581] : INFO : Epoch 1549 | loss: 0.031046 | val_loss: 0.0311311 | Time: 1789.69 ms [2021-12-02 18:28:18 main:581] : INFO : Epoch 1550 | loss: 0.0310508 | val_loss: 0.0311413 | Time: 1815.87 ms [2021-12-02 18:28:20 main:581] : INFO : Epoch 1551 | loss: 0.0310506 | val_loss: 0.0311405 | Time: 1925.09 ms [2021-12-02 18:28:22 main:581] : INFO : Epoch 1552 | loss: 0.0310516 | val_loss: 0.0311431 | Time: 1860.81 ms [2021-12-02 18:28:24 main:581] : INFO : Epoch 1553 | loss: 0.0310452 | val_loss: 0.0311395 | Time: 1830.28 ms [2021-12-02 18:28:26 main:581] : INFO : Epoch 1554 | loss: 0.0310477 | val_loss: 0.0311456 | Time: 1819.81 ms [2021-12-02 18:28:28 main:581] : INFO : Epoch 1555 | loss: 0.0310552 | val_loss: 0.0311489 | Time: 1798.7 ms [2021-12-02 18:28:29 main:581] : INFO : Epoch 1556 | loss: 0.0310499 | val_loss: 0.0311398 | Time: 1820.72 ms [2021-12-02 18:28:31 main:581] : INFO : Epoch 1557 | loss: 0.0310458 | val_loss: 0.0311427 | Time: 1805.05 ms [2021-12-02 18:28:33 main:581] : INFO : Epoch 1558 | loss: 0.0310436 | val_loss: 0.0311486 | Time: 1792.8 ms [2021-12-02 18:28:35 main:581] : INFO : Epoch 1559 | loss: 0.03104 | val_loss: 0.0311327 | Time: 1775.98 ms [2021-12-02 18:28:36 main:581] : INFO : Epoch 1560 | loss: 0.0310493 | val_loss: 0.0311524 | Time: 1766.62 ms [2021-12-02 18:28:38 main:581] : INFO : Epoch 1561 | loss: 0.0310629 | val_loss: 0.0311418 | Time: 1800.17 ms [2021-12-02 18:28:40 main:581] : INFO : Epoch 1562 | loss: 0.0310621 | val_loss: 0.0311352 | Time: 1859.34 ms [2021-12-02 18:28:42 main:581] : INFO : Epoch 1563 | loss: 0.0310515 | val_loss: 0.0311507 | Time: 1787.24 ms [2021-12-02 18:28:44 main:581] : INFO : Epoch 1564 | loss: 0.0310449 | val_loss: 0.0311418 | Time: 1816.28 ms [2021-12-02 18:28:46 main:581] : INFO : Epoch 1565 | loss: 0.0310488 | val_loss: 0.0311287 | Time: 1833.91 ms [2021-12-02 18:28:47 main:581] : INFO : Epoch 1566 | loss: 0.0310533 | val_loss: 0.0311455 | Time: 1821.83 ms [2021-12-02 18:28:49 main:581] : INFO : Epoch 1567 | loss: 0.0310466 | val_loss: 0.0311524 | Time: 1796.34 ms [2021-12-02 18:28:51 main:581] : INFO : Epoch 1568 | loss: 0.0310507 | val_loss: 0.0311486 | Time: 1814.35 ms [2021-12-02 18:28:53 main:581] : INFO : Epoch 1569 | loss: 0.0310524 | val_loss: 0.0311377 | Time: 1785.43 ms [2021-12-02 18:28:55 main:581] : INFO : Epoch 1570 | loss: 0.031048 | val_loss: 0.0311528 | Time: 1786.98 ms [2021-12-02 18:28:56 main:581] : INFO : Epoch 1571 | loss: 0.0310473 | val_loss: 0.0311453 | Time: 1822.91 ms [2021-12-02 18:28:58 main:581] : INFO : Epoch 1572 | loss: 0.0310475 | val_loss: 0.031146 | Time: 1788.79 ms [2021-12-02 18:29:00 main:581] : INFO : Epoch 1573 | loss: 0.0310446 | val_loss: 0.0311475 | Time: 1849.97 ms [2021-12-02 18:29:02 main:581] : INFO : Epoch 1574 | loss: 0.0310751 | val_loss: 0.0311317 | Time: 1831.68 ms [2021-12-02 18:29:04 main:581] : INFO : Epoch 1575 | loss: 0.0310924 | val_loss: 0.031121 | Time: 1820.47 ms [2021-12-02 18:29:05 main:581] : INFO : Epoch 1576 | loss: 0.0310831 | val_loss: 0.0311274 | Time: 1785.14 ms [2021-12-02 18:29:07 main:581] : INFO : Epoch 1577 | loss: 0.0310766 | val_loss: 0.0311353 | Time: 1755.59 ms [2021-12-02 18:29:09 main:581] : INFO : Epoch 1578 | loss: 0.0310729 | val_loss: 0.0311272 | Time: 1790.16 ms [2021-12-02 18:29:11 main:581] : INFO : Epoch 1579 | loss: 0.0310637 | val_loss: 0.0311347 | Time: 1831.81 ms [2021-12-02 18:29:13 main:581] : INFO : Epoch 1580 | loss: 0.0310709 | val_loss: 0.0311281 | Time: 1797.73 ms [2021-12-02 18:29:14 main:581] : INFO : Epoch 1581 | loss: 0.0310664 | val_loss: 0.0311267 | Time: 1793.11 ms [2021-12-02 18:29:16 main:581] : INFO : Epoch 1582 | loss: 0.031059 | val_loss: 0.0311402 | Time: 1814.43 ms [2021-12-02 18:29:18 main:581] : INFO : Epoch 1583 | loss: 0.031059 | val_loss: 0.0311247 | Time: 1795.03 ms [2021-12-02 18:29:20 main:581] : INFO : Epoch 1584 | loss: 0.0310608 | val_loss: 0.0311354 | Time: 1802.59 ms [2021-12-02 18:29:22 main:581] : INFO : Epoch 1585 | loss: 0.0310557 | val_loss: 0.0311207 | Time: 1775.79 ms [2021-12-02 18:29:23 main:581] : INFO : Epoch 1586 | loss: 0.031056 | val_loss: 0.0311261 | Time: 1817.48 ms [2021-12-02 18:29:25 main:581] : INFO : Epoch 1587 | loss: 0.0310552 | val_loss: 0.0311532 | Time: 1789.87 ms [2021-12-02 18:29:27 main:581] : INFO : Epoch 1588 | loss: 0.0310581 | val_loss: 0.0311291 | Time: 1793.82 ms [2021-12-02 18:29:29 main:581] : INFO : Epoch 1589 | loss: 0.0310553 | val_loss: 0.0311337 | Time: 1792.04 ms [2021-12-02 18:29:31 main:581] : INFO : Epoch 1590 | loss: 0.031054 | val_loss: 0.0311432 | Time: 1783.11 ms [2021-12-02 18:29:32 main:581] : INFO : Epoch 1591 | loss: 0.0310553 | val_loss: 0.0311616 | Time: 1765.12 ms [2021-12-02 18:29:34 main:581] : INFO : Epoch 1592 | loss: 0.0310531 | val_loss: 0.0311412 | Time: 1830.48 ms [2021-12-02 18:29:36 main:581] : INFO : Epoch 1593 | loss: 0.0310631 | val_loss: 0.0311347 | Time: 1794.25 ms [2021-12-02 18:29:38 main:581] : INFO : Epoch 1594 | loss: 0.0310577 | val_loss: 0.0311426 | Time: 1765.11 ms [2021-12-02 18:29:40 main:581] : INFO : Epoch 1595 | loss: 0.031052 | val_loss: 0.0311391 | Time: 1872.82 ms [2021-12-02 18:29:42 main:581] : INFO : Epoch 1596 | loss: 0.0310516 | val_loss: 0.0311404 | Time: 1876.8 ms [2021-12-02 18:29:43 main:581] : INFO : Epoch 1597 | loss: 0.0310511 | val_loss: 0.0311318 | Time: 1865.62 ms [2021-12-02 18:29:45 main:581] : INFO : Epoch 1598 | loss: 0.0310488 | val_loss: 0.0311435 | Time: 1820.49 ms [2021-12-02 18:29:47 main:581] : INFO : Epoch 1599 | loss: 0.0310467 | val_loss: 0.0311451 | Time: 1831.06 ms [2021-12-02 18:29:49 main:581] : INFO : Epoch 1600 | loss: 0.0310456 | val_loss: 0.031145 | Time: 1833.1 ms [2021-12-02 18:29:51 main:581] : INFO : Epoch 1601 | loss: 0.0310434 | val_loss: 0.0311493 | Time: 1781.03 ms [2021-12-02 18:29:52 main:581] : INFO : Epoch 1602 | loss: 0.0310484 | val_loss: 0.0311395 | Time: 1797.15 ms [2021-12-02 18:29:54 main:581] : INFO : Epoch 1603 | loss: 0.0310495 | val_loss: 0.0311457 | Time: 1785.72 ms [2021-12-02 18:29:56 main:581] : INFO : Epoch 1604 | loss: 0.0310491 | val_loss: 0.0311451 | Time: 1805.84 ms [2021-12-02 18:29:58 main:581] : INFO : Epoch 1605 | loss: 0.0310506 | val_loss: 0.0311482 | Time: 1812.49 ms [2021-12-02 18:30:00 main:581] : INFO : Epoch 1606 | loss: 0.0310523 | val_loss: 0.0311571 | Time: 1786.35 ms [2021-12-02 18:30:01 main:581] : INFO : Epoch 1607 | loss: 0.0310488 | val_loss: 0.0311366 | Time: 1786.19 ms [2021-12-02 18:30:03 main:581] : INFO : Epoch 1608 | loss: 0.0310475 | val_loss: 0.0311585 | Time: 1792.57 ms [2021-12-02 18:30:05 main:581] : INFO : Epoch 1609 | loss: 0.0310465 | val_loss: 0.0311417 | Time: 1818.87 ms [2021-12-02 18:30:07 main:581] : INFO : Epoch 1610 | loss: 0.0310427 | val_loss: 0.0311453 | Time: 1794.95 ms [2021-12-02 18:30:09 main:581] : INFO : Epoch 1611 | loss: 0.0310437 | val_loss: 0.0311582 | Time: 1784.05 ms [2021-12-02 18:30:10 main:581] : INFO : Epoch 1612 | loss: 0.0310429 | val_loss: 0.0311496 | Time: 1801.17 ms [2021-12-02 18:30:12 main:581] : INFO : Epoch 1613 | loss: 0.0310414 | val_loss: 0.0311485 | Time: 1776.65 ms [2021-12-02 18:30:14 main:581] : INFO : Epoch 1614 | loss: 0.0310404 | val_loss: 0.0311408 | Time: 1784.25 ms [2021-12-02 18:30:16 main:581] : INFO : Epoch 1615 | loss: 0.0310436 | val_loss: 0.0311407 | Time: 1813.31 ms [2021-12-02 18:30:18 main:581] : INFO : Epoch 1616 | loss: 0.0310479 | val_loss: 0.0311548 | Time: 1798.29 ms [2021-12-02 18:30:19 main:581] : INFO : Epoch 1617 | loss: 0.0310436 | val_loss: 0.0311489 | Time: 1810.92 ms [2021-12-02 18:30:21 main:581] : INFO : Epoch 1618 | loss: 0.0310381 | val_loss: 0.0311377 | Time: 1800.6 ms [2021-12-02 18:30:23 main:581] : INFO : Epoch 1619 | loss: 0.0310412 | val_loss: 0.0311402 | Time: 1793.86 ms [2021-12-02 18:30:25 main:581] : INFO : Epoch 1620 | loss: 0.0310423 | val_loss: 0.0311492 | Time: 1777.72 ms [2021-12-02 18:30:27 main:581] : INFO : Epoch 1621 | loss: 0.0310432 | val_loss: 0.0311495 | Time: 1780.89 ms [2021-12-02 18:30:28 main:581] : INFO : Epoch 1622 | loss: 0.0310481 | val_loss: 0.0311446 | Time: 1764.71 ms [2021-12-02 18:30:30 main:581] : INFO : Epoch 1623 | loss: 0.0310631 | val_loss: 0.0311369 | Time: 1786.86 ms [2021-12-02 18:30:32 main:581] : INFO : Epoch 1624 | loss: 0.0311377 | val_loss: 0.0311531 | Time: 1792.73 ms [2021-12-02 18:30:34 main:581] : INFO : Epoch 1625 | loss: 0.0311576 | val_loss: 0.0311565 | Time: 1780.52 ms [2021-12-02 18:30:35 main:581] : INFO : Epoch 1626 | loss: 0.031149 | val_loss: 0.0311483 | Time: 1788.07 ms [2021-12-02 18:30:37 main:581] : INFO : Epoch 1627 | loss: 0.0311413 | val_loss: 0.0311443 | Time: 1779.04 ms [2021-12-02 18:30:39 main:581] : INFO : Epoch 1628 | loss: 0.0311362 | val_loss: 0.031141 | Time: 1782.7 ms [2021-12-02 18:30:41 main:581] : INFO : Epoch 1629 | loss: 0.0311326 | val_loss: 0.0311383 | Time: 1806.02 ms [2021-12-02 18:30:43 main:581] : INFO : Epoch 1630 | loss: 0.0311314 | val_loss: 0.03114 | Time: 1811.07 ms [2021-12-02 18:30:44 main:581] : INFO : Epoch 1631 | loss: 0.0311301 | val_loss: 0.0311382 | Time: 1806.82 ms [2021-12-02 18:30:46 main:581] : INFO : Epoch 1632 | loss: 0.0311259 | val_loss: 0.0311356 | Time: 1775.58 ms [2021-12-02 18:30:48 main:581] : INFO : Epoch 1633 | loss: 0.0311242 | val_loss: 0.0311356 | Time: 1796.41 ms [2021-12-02 18:30:50 main:581] : INFO : Epoch 1634 | loss: 0.0311232 | val_loss: 0.0311346 | Time: 1782.71 ms [2021-12-02 18:30:52 main:581] : INFO : Epoch 1635 | loss: 0.0311211 | val_loss: 0.0311313 | Time: 1831.01 ms [2021-12-02 18:30:53 main:581] : INFO : Epoch 1636 | loss: 0.0311214 | val_loss: 0.031133 | Time: 1822.27 ms [2021-12-02 18:30:55 main:581] : INFO : Epoch 1637 | loss: 0.0311189 | val_loss: 0.0311332 | Time: 1799.82 ms [2021-12-02 18:30:57 main:581] : INFO : Epoch 1638 | loss: 0.0311151 | val_loss: 0.0311317 | Time: 1786.53 ms [2021-12-02 18:30:59 main:581] : INFO : Epoch 1639 | loss: 0.0311154 | val_loss: 0.0311375 | Time: 1788.9 ms [2021-12-02 18:31:01 main:581] : INFO : Epoch 1640 | loss: 0.0311125 | val_loss: 0.0311328 | Time: 1814.97 ms [2021-12-02 18:31:02 main:581] : INFO : Epoch 1641 | loss: 0.031115 | val_loss: 0.0311353 | Time: 1805.58 ms [2021-12-02 18:31:04 main:581] : INFO : Epoch 1642 | loss: 0.0311134 | val_loss: 0.0311391 | Time: 1818.81 ms [2021-12-02 18:31:06 main:581] : INFO : Epoch 1643 | loss: 0.0311131 | val_loss: 0.0311309 | Time: 1800.54 ms [2021-12-02 18:31:08 main:581] : INFO : Epoch 1644 | loss: 0.0311111 | val_loss: 0.0311303 | Time: 1852.58 ms [2021-12-02 18:31:10 main:581] : INFO : Epoch 1645 | loss: 0.0311105 | val_loss: 0.0311412 | Time: 1834.45 ms [2021-12-02 18:31:12 main:581] : INFO : Epoch 1646 | loss: 0.0311097 | val_loss: 0.0311317 | Time: 1772.23 ms [2021-12-02 18:31:13 main:581] : INFO : Epoch 1647 | loss: 0.0311063 | val_loss: 0.0311352 | Time: 1793.92 ms [2021-12-02 18:31:15 main:581] : INFO : Epoch 1648 | loss: 0.031103 | val_loss: 0.0311264 | Time: 1803.49 ms [2021-12-02 18:31:17 main:581] : INFO : Epoch 1649 | loss: 0.0310997 | val_loss: 0.0311393 | Time: 1790.58 ms [2021-12-02 18:31:19 main:581] : INFO : Epoch 1650 | loss: 0.0311014 | val_loss: 0.031132 | Time: 1784.89 ms [2021-12-02 18:31:21 main:581] : INFO : Epoch 1651 | loss: 0.0310977 | val_loss: 0.03113 | Time: 1785.85 ms [2021-12-02 18:31:22 main:581] : INFO : Epoch 1652 | loss: 0.0310949 | val_loss: 0.0311271 | Time: 1782.52 ms [2021-12-02 18:31:24 main:581] : INFO : Epoch 1653 | loss: 0.031094 | val_loss: 0.0311254 | Time: 1779.15 ms [2021-12-02 18:31:26 main:581] : INFO : Epoch 1654 | loss: 0.0310927 | val_loss: 0.0311293 | Time: 1808.45 ms [2021-12-02 18:31:28 main:581] : INFO : Epoch 1655 | loss: 0.0310927 | val_loss: 0.0311374 | Time: 1783.35 ms [2021-12-02 18:31:29 main:581] : INFO : Epoch 1656 | loss: 0.0310941 | val_loss: 0.031125 | Time: 1797.28 ms [2021-12-02 18:31:31 main:581] : INFO : Epoch 1657 | loss: 0.031089 | val_loss: 0.0311337 | Time: 1831.48 ms [2021-12-02 18:31:33 main:581] : INFO : Epoch 1658 | loss: 0.0310871 | val_loss: 0.0311281 | Time: 1831.47 ms [2021-12-02 18:31:35 main:581] : INFO : Epoch 1659 | loss: 0.0310861 | val_loss: 0.0311287 | Time: 1858.49 ms [2021-12-02 18:31:37 main:581] : INFO : Epoch 1660 | loss: 0.0310838 | val_loss: 0.0311293 | Time: 1801.36 ms [2021-12-02 18:31:39 main:581] : INFO : Epoch 1661 | loss: 0.0310829 | val_loss: 0.0311282 | Time: 1806.49 ms [2021-12-02 18:31:40 main:581] : INFO : Epoch 1662 | loss: 0.0310831 | val_loss: 0.0311248 | Time: 1830.74 ms [2021-12-02 18:31:42 main:581] : INFO : Epoch 1663 | loss: 0.0310811 | val_loss: 0.0311324 | Time: 1793.48 ms [2021-12-02 18:31:44 main:581] : INFO : Epoch 1664 | loss: 0.0310821 | val_loss: 0.0311421 | Time: 1823.58 ms [2021-12-02 18:31:46 main:581] : INFO : Epoch 1665 | loss: 0.0310844 | val_loss: 0.0311278 | Time: 1790.01 ms [2021-12-02 18:31:48 main:581] : INFO : Epoch 1666 | loss: 0.0310812 | val_loss: 0.0311352 | Time: 1773.2 ms [2021-12-02 18:31:49 main:581] : INFO : Epoch 1667 | loss: 0.0310789 | val_loss: 0.0311301 | Time: 1801.63 ms [2021-12-02 18:31:51 main:581] : INFO : Epoch 1668 | loss: 0.0310834 | val_loss: 0.0311417 | Time: 1772.13 ms [2021-12-02 18:31:53 main:581] : INFO : Epoch 1669 | loss: 0.0310857 | val_loss: 0.0311246 | Time: 1824.2 ms [2021-12-02 18:31:55 main:581] : INFO : Epoch 1670 | loss: 0.0310857 | val_loss: 0.0311401 | Time: 1799.72 ms [2021-12-02 18:31:57 main:581] : INFO : Epoch 1671 | loss: 0.0310848 | val_loss: 0.0311309 | Time: 1764.72 ms [2021-12-02 18:31:58 main:581] : INFO : Epoch 1672 | loss: 0.0310844 | val_loss: 0.0311356 | Time: 1806.82 ms [2021-12-02 18:32:00 main:581] : INFO : Epoch 1673 | loss: 0.0310812 | val_loss: 0.0311316 | Time: 1808.26 ms [2021-12-02 18:32:02 main:581] : INFO : Epoch 1674 | loss: 0.0310802 | val_loss: 0.0311344 | Time: 1783.27 ms [2021-12-02 18:32:04 main:581] : INFO : Epoch 1675 | loss: 0.0310784 | val_loss: 0.0311312 | Time: 1802.43 ms [2021-12-02 18:32:06 main:581] : INFO : Epoch 1676 | loss: 0.0310768 | val_loss: 0.0311279 | Time: 1790.31 ms [2021-12-02 18:32:07 main:581] : INFO : Epoch 1677 | loss: 0.0310789 | val_loss: 0.0311339 | Time: 1768.24 ms [2021-12-02 18:32:09 main:581] : INFO : Epoch 1678 | loss: 0.0310773 | val_loss: 0.0311306 | Time: 1785.65 ms [2021-12-02 18:32:11 main:581] : INFO : Epoch 1679 | loss: 0.0310807 | val_loss: 0.0311269 | Time: 1809.11 ms [2021-12-02 18:32:13 main:581] : INFO : Epoch 1680 | loss: 0.0310796 | val_loss: 0.0311368 | Time: 1801.79 ms [2021-12-02 18:32:15 main:581] : INFO : Epoch 1681 | loss: 0.0310806 | val_loss: 0.0311369 | Time: 1786.66 ms [2021-12-02 18:32:16 main:581] : INFO : Epoch 1682 | loss: 0.0310776 | val_loss: 0.0311366 | Time: 1765.3 ms [2021-12-02 18:32:18 main:581] : INFO : Epoch 1683 | loss: 0.0310794 | val_loss: 0.0311292 | Time: 1774.64 ms [2021-12-02 18:32:20 main:581] : INFO : Epoch 1684 | loss: 0.0310788 | val_loss: 0.0311392 | Time: 1811.57 ms [2021-12-02 18:32:22 main:581] : INFO : Epoch 1685 | loss: 0.0310757 | val_loss: 0.0311431 | Time: 1822.1 ms [2021-12-02 18:32:23 main:581] : INFO : Epoch 1686 | loss: 0.0310747 | val_loss: 0.0311379 | Time: 1803.28 ms [2021-12-02 18:32:25 main:581] : INFO : Epoch 1687 | loss: 0.0310724 | val_loss: 0.031137 | Time: 1847.57 ms [2021-12-02 18:32:27 main:581] : INFO : Epoch 1688 | loss: 0.0310741 | val_loss: 0.031133 | Time: 1805.28 ms [2021-12-02 18:32:29 main:581] : INFO : Epoch 1689 | loss: 0.0310746 | val_loss: 0.031126 | Time: 1825.86 ms [2021-12-02 18:32:31 main:581] : INFO : Epoch 1690 | loss: 0.0310784 | val_loss: 0.031133 | Time: 1847.72 ms [2021-12-02 18:32:33 main:581] : INFO : Epoch 1691 | loss: 0.0310753 | val_loss: 0.0311287 | Time: 1780.36 ms [2021-12-02 18:32:34 main:581] : INFO : Epoch 1692 | loss: 0.0310766 | val_loss: 0.0311295 | Time: 1764.12 ms [2021-12-02 18:32:36 main:581] : INFO : Epoch 1693 | loss: 0.0310776 | val_loss: 0.0311543 | Time: 1798.82 ms [2021-12-02 18:32:38 main:581] : INFO : Epoch 1694 | loss: 0.0310734 | val_loss: 0.031133 | Time: 1781.12 ms [2021-12-02 18:32:40 main:581] : INFO : Epoch 1695 | loss: 0.0310743 | val_loss: 0.0311339 | Time: 1828.12 ms [2021-12-02 18:32:42 main:581] : INFO : Epoch 1696 | loss: 0.0310742 | val_loss: 0.0311296 | Time: 1800.15 ms [2021-12-02 18:32:43 main:581] : INFO : Epoch 1697 | loss: 0.0310739 | val_loss: 0.0311269 | Time: 1805.34 ms [2021-12-02 18:32:45 main:581] : INFO : Epoch 1698 | loss: 0.0310734 | val_loss: 0.0311326 | Time: 1787.99 ms [2021-12-02 18:32:47 main:581] : INFO : Epoch 1699 | loss: 0.0310694 | val_loss: 0.0311304 | Time: 1763.28 ms [2021-12-02 18:32:49 main:581] : INFO : Epoch 1700 | loss: 0.0310703 | val_loss: 0.0311274 | Time: 1803.88 ms [2021-12-02 18:32:51 main:581] : INFO : Epoch 1701 | loss: 0.0310678 | val_loss: 0.0311348 | Time: 1800.44 ms [2021-12-02 18:32:52 main:581] : INFO : Epoch 1702 | loss: 0.0310688 | val_loss: 0.031134 | Time: 1770.4 ms [2021-12-02 18:32:54 main:581] : INFO : Epoch 1703 | loss: 0.0310697 | val_loss: 0.0311305 | Time: 1835.64 ms [2021-12-02 18:32:56 main:581] : INFO : Epoch 1704 | loss: 0.0310697 | val_loss: 0.0311312 | Time: 1789.25 ms [2021-12-02 18:32:58 main:581] : INFO : Epoch 1705 | loss: 0.0310673 | val_loss: 0.031125 | Time: 1783.73 ms [2021-12-02 18:33:00 main:581] : INFO : Epoch 1706 | loss: 0.0310682 | val_loss: 0.0311238 | Time: 1804.76 ms [2021-12-02 18:33:01 main:581] : INFO : Epoch 1707 | loss: 0.0310659 | val_loss: 0.0311255 | Time: 1825.51 ms [2021-12-02 18:33:03 main:581] : INFO : Epoch 1708 | loss: 0.0310662 | val_loss: 0.0311344 | Time: 1798.15 ms [2021-12-02 18:33:05 main:581] : INFO : Epoch 1709 | loss: 0.0310652 | val_loss: 0.0311272 | Time: 1817.11 ms [2021-12-02 18:33:07 main:581] : INFO : Epoch 1710 | loss: 0.0310664 | val_loss: 0.0311281 | Time: 1795.65 ms [2021-12-02 18:33:09 main:581] : INFO : Epoch 1711 | loss: 0.0310645 | val_loss: 0.0311223 | Time: 1764.12 ms [2021-12-02 18:33:10 main:581] : INFO : Epoch 1712 | loss: 0.0310787 | val_loss: 0.0311285 | Time: 1813.32 ms [2021-12-02 18:33:12 main:581] : INFO : Epoch 1713 | loss: 0.0310812 | val_loss: 0.0311303 | Time: 1780.9 ms [2021-12-02 18:33:14 main:581] : INFO : Epoch 1714 | loss: 0.031079 | val_loss: 0.0311283 | Time: 1800.98 ms [2021-12-02 18:33:16 main:581] : INFO : Epoch 1715 | loss: 0.0310763 | val_loss: 0.0311315 | Time: 1805.9 ms [2021-12-02 18:33:18 main:581] : INFO : Epoch 1716 | loss: 0.0310727 | val_loss: 0.0311315 | Time: 1799.87 ms [2021-12-02 18:33:19 main:581] : INFO : Epoch 1717 | loss: 0.0310711 | val_loss: 0.03113 | Time: 1788.98 ms [2021-12-02 18:33:21 main:581] : INFO : Epoch 1718 | loss: 0.0310722 | val_loss: 0.0311268 | Time: 1788.66 ms [2021-12-02 18:33:23 main:581] : INFO : Epoch 1719 | loss: 0.0310678 | val_loss: 0.031133 | Time: 1801.74 ms [2021-12-02 18:33:25 main:581] : INFO : Epoch 1720 | loss: 0.0310672 | val_loss: 0.0311417 | Time: 1782.92 ms [2021-12-02 18:33:26 main:581] : INFO : Epoch 1721 | loss: 0.031072 | val_loss: 0.0311238 | Time: 1773.96 ms [2021-12-02 18:33:28 main:581] : INFO : Epoch 1722 | loss: 0.0310692 | val_loss: 0.0311282 | Time: 1809.96 ms [2021-12-02 18:33:30 main:581] : INFO : Epoch 1723 | loss: 0.0310681 | val_loss: 0.0311293 | Time: 1790.45 ms [2021-12-02 18:33:32 main:581] : INFO : Epoch 1724 | loss: 0.0310704 | val_loss: 0.0311192 | Time: 1815.58 ms [2021-12-02 18:33:34 main:581] : INFO : Epoch 1725 | loss: 0.0310726 | val_loss: 0.0311253 | Time: 1845.05 ms [2021-12-02 18:33:35 main:581] : INFO : Epoch 1726 | loss: 0.0310698 | val_loss: 0.0311292 | Time: 1778.48 ms [2021-12-02 18:33:37 main:581] : INFO : Epoch 1727 | loss: 0.0310738 | val_loss: 0.0311461 | Time: 1768.89 ms [2021-12-02 18:33:39 main:581] : INFO : Epoch 1728 | loss: 0.0310706 | val_loss: 0.031135 | Time: 1800.24 ms [2021-12-02 18:33:41 main:581] : INFO : Epoch 1729 | loss: 0.0310688 | val_loss: 0.0311256 | Time: 1851.56 ms [2021-12-02 18:33:43 main:581] : INFO : Epoch 1730 | loss: 0.0310695 | val_loss: 0.0311308 | Time: 1847.88 ms [2021-12-02 18:33:45 main:581] : INFO : Epoch 1731 | loss: 0.0310676 | val_loss: 0.031121 | Time: 1835.37 ms [2021-12-02 18:33:46 main:581] : INFO : Epoch 1732 | loss: 0.0310676 | val_loss: 0.0311267 | Time: 1796.16 ms [2021-12-02 18:33:48 main:581] : INFO : Epoch 1733 | loss: 0.0310663 | val_loss: 0.0311342 | Time: 1839.7 ms [2021-12-02 18:33:50 main:581] : INFO : Epoch 1734 | loss: 0.0310645 | val_loss: 0.0311282 | Time: 1807 ms [2021-12-02 18:33:52 main:581] : INFO : Epoch 1735 | loss: 0.0310639 | val_loss: 0.0311245 | Time: 1797.65 ms [2021-12-02 18:33:54 main:581] : INFO : Epoch 1736 | loss: 0.0310618 | val_loss: 0.0311317 | Time: 1786.34 ms [2021-12-02 18:33:55 main:581] : INFO : Epoch 1737 | loss: 0.0310684 | val_loss: 0.0311473 | Time: 1785.49 ms [2021-12-02 18:33:57 main:581] : INFO : Epoch 1738 | loss: 0.0310642 | val_loss: 0.031132 | Time: 1786.28 ms [2021-12-02 18:33:59 main:581] : INFO : Epoch 1739 | loss: 0.0310615 | val_loss: 0.0311508 | Time: 1763.62 ms [2021-12-02 18:34:01 main:581] : INFO : Epoch 1740 | loss: 0.0310619 | val_loss: 0.0311286 | Time: 1815.53 ms [2021-12-02 18:34:03 main:581] : INFO : Epoch 1741 | loss: 0.0310646 | val_loss: 0.0311335 | Time: 1784.23 ms [2021-12-02 18:34:04 main:581] : INFO : Epoch 1742 | loss: 0.0310632 | val_loss: 0.0311322 | Time: 1774.14 ms [2021-12-02 18:34:06 main:581] : INFO : Epoch 1743 | loss: 0.031062 | val_loss: 0.0311273 | Time: 1857.24 ms [2021-12-02 18:34:08 main:581] : INFO : Epoch 1744 | loss: 0.0310605 | val_loss: 0.0311286 | Time: 1781.54 ms [2021-12-02 18:34:10 main:581] : INFO : Epoch 1745 | loss: 0.0310607 | val_loss: 0.0311286 | Time: 1804.65 ms [2021-12-02 18:34:12 main:581] : INFO : Epoch 1746 | loss: 0.0310609 | val_loss: 0.0311249 | Time: 1800.01 ms [2021-12-02 18:34:13 main:581] : INFO : Epoch 1747 | loss: 0.0310673 | val_loss: 0.0311261 | Time: 1827.64 ms [2021-12-02 18:34:15 main:581] : INFO : Epoch 1748 | loss: 0.0311084 | val_loss: 0.031135 | Time: 1808.93 ms [2021-12-02 18:34:17 main:581] : INFO : Epoch 1749 | loss: 0.0311074 | val_loss: 0.0311274 | Time: 1780.73 ms [2021-12-02 18:34:19 main:581] : INFO : Epoch 1750 | loss: 0.0311002 | val_loss: 0.0311252 | Time: 1799.37 ms [2021-12-02 18:34:21 main:581] : INFO : Epoch 1751 | loss: 0.0310946 | val_loss: 0.0311229 | Time: 1886.09 ms [2021-12-02 18:34:22 main:581] : INFO : Epoch 1752 | loss: 0.0310945 | val_loss: 0.0311269 | Time: 1796.5 ms [2021-12-02 18:34:24 main:581] : INFO : Epoch 1753 | loss: 0.0310903 | val_loss: 0.0311224 | Time: 1786.58 ms [2021-12-02 18:34:26 main:581] : INFO : Epoch 1754 | loss: 0.0310857 | val_loss: 0.0311224 | Time: 1785.66 ms [2021-12-02 18:34:28 main:581] : INFO : Epoch 1755 | loss: 0.0310826 | val_loss: 0.031128 | Time: 1819.7 ms [2021-12-02 18:34:30 main:581] : INFO : Epoch 1756 | loss: 0.0310801 | val_loss: 0.0311232 | Time: 1803.13 ms [2021-12-02 18:34:31 main:581] : INFO : Epoch 1757 | loss: 0.0310804 | val_loss: 0.0311272 | Time: 1791.9 ms [2021-12-02 18:34:33 main:581] : INFO : Epoch 1758 | loss: 0.031081 | val_loss: 0.0311189 | Time: 1789.84 ms [2021-12-02 18:34:35 main:581] : INFO : Epoch 1759 | loss: 0.0310765 | val_loss: 0.0311251 | Time: 1772.72 ms [2021-12-02 18:34:37 main:581] : INFO : Epoch 1760 | loss: 0.0310776 | val_loss: 0.0311229 | Time: 1788.02 ms [2021-12-02 18:34:39 main:581] : INFO : Epoch 1761 | loss: 0.0310762 | val_loss: 0.0311228 | Time: 1774 ms [2021-12-02 18:34:40 main:581] : INFO : Epoch 1762 | loss: 0.0310749 | val_loss: 0.0311172 | Time: 1844.6 ms [2021-12-02 18:34:42 main:581] : INFO : Epoch 1763 | loss: 0.0310724 | val_loss: 0.0311206 | Time: 1768.39 ms [2021-12-02 18:34:44 main:581] : INFO : Epoch 1764 | loss: 0.0310745 | val_loss: 0.0311211 | Time: 1786.89 ms [2021-12-02 18:34:46 main:581] : INFO : Epoch 1765 | loss: 0.0310744 | val_loss: 0.0311219 | Time: 1788.26 ms [2021-12-02 18:34:48 main:581] : INFO : Epoch 1766 | loss: 0.0310702 | val_loss: 0.031128 | Time: 1775.64 ms [2021-12-02 18:34:49 main:581] : INFO : Epoch 1767 | loss: 0.0310694 | val_loss: 0.0311366 | Time: 1793.72 ms [2021-12-02 18:34:51 main:581] : INFO : Epoch 1768 | loss: 0.0310678 | val_loss: 0.0311308 | Time: 1806.19 ms [2021-12-02 18:34:53 main:581] : INFO : Epoch 1769 | loss: 0.0310697 | val_loss: 0.0311177 | Time: 1803.74 ms [2021-12-02 18:34:55 main:581] : INFO : Epoch 1770 | loss: 0.0310739 | val_loss: 0.0311152 | Time: 1805.55 ms [2021-12-02 18:34:57 main:581] : INFO : Epoch 1771 | loss: 0.0310711 | val_loss: 0.0311254 | Time: 1784.03 ms [2021-12-02 18:34:58 main:581] : INFO : Epoch 1772 | loss: 0.0310704 | val_loss: 0.0311219 | Time: 1764.76 ms [2021-12-02 18:35:00 main:581] : INFO : Epoch 1773 | loss: 0.0310708 | val_loss: 0.0311214 | Time: 1780.92 ms [2021-12-02 18:35:02 main:581] : INFO : Epoch 1774 | loss: 0.0310659 | val_loss: 0.0311191 | Time: 1805.76 ms [2021-12-02 18:35:04 main:581] : INFO : Epoch 1775 | loss: 0.0310652 | val_loss: 0.0311252 | Time: 1807.65 ms [2021-12-02 18:35:06 main:581] : INFO : Epoch 1776 | loss: 0.0310619 | val_loss: 0.0311214 | Time: 1863.3 ms [2021-12-02 18:35:07 main:581] : INFO : Epoch 1777 | loss: 0.0310617 | val_loss: 0.031123 | Time: 1825.23 ms [2021-12-02 18:35:09 main:581] : INFO : Epoch 1778 | loss: 0.0310606 | val_loss: 0.0311299 | Time: 1790.15 ms [2021-12-02 18:35:11 main:581] : INFO : Epoch 1779 | loss: 0.0310626 | val_loss: 0.0311321 | Time: 1832.78 ms [2021-12-02 18:35:13 main:581] : INFO : Epoch 1780 | loss: 0.0310617 | val_loss: 0.0311307 | Time: 1849.13 ms [2021-12-02 18:35:15 main:581] : INFO : Epoch 1781 | loss: 0.0310582 | val_loss: 0.0311296 | Time: 1797.17 ms [2021-12-02 18:35:16 main:581] : INFO : Epoch 1782 | loss: 0.0310602 | val_loss: 0.0311383 | Time: 1783.93 ms [2021-12-02 18:35:18 main:581] : INFO : Epoch 1783 | loss: 0.0310632 | val_loss: 0.0311221 | Time: 1802.02 ms [2021-12-02 18:35:20 main:581] : INFO : Epoch 1784 | loss: 0.0310624 | val_loss: 0.0311351 | Time: 1822.31 ms [2021-12-02 18:35:22 main:581] : INFO : Epoch 1785 | loss: 0.0310613 | val_loss: 0.0311299 | Time: 1768.69 ms [2021-12-02 18:35:24 main:581] : INFO : Epoch 1786 | loss: 0.0310598 | val_loss: 0.0311324 | Time: 1792.82 ms [2021-12-02 18:35:25 main:581] : INFO : Epoch 1787 | loss: 0.0310617 | val_loss: 0.0311243 | Time: 1789.99 ms [2021-12-02 18:35:27 main:581] : INFO : Epoch 1788 | loss: 0.0310583 | val_loss: 0.0311268 | Time: 1809.33 ms [2021-12-02 18:35:29 main:581] : INFO : Epoch 1789 | loss: 0.0310599 | val_loss: 0.0311269 | Time: 1789.87 ms [2021-12-02 18:35:31 main:581] : INFO : Epoch 1790 | loss: 0.0310582 | val_loss: 0.0311335 | Time: 1802.19 ms [2021-12-02 18:35:33 main:581] : INFO : Epoch 1791 | loss: 0.0310581 | val_loss: 0.0311322 | Time: 1779.98 ms [2021-12-02 18:35:34 main:581] : INFO : Epoch 1792 | loss: 0.0310663 | val_loss: 0.031127 | Time: 1774.2 ms [2021-12-02 18:35:36 main:581] : INFO : Epoch 1793 | loss: 0.0310669 | val_loss: 0.0311362 | Time: 1799.33 ms [2021-12-02 18:35:38 main:581] : INFO : Epoch 1794 | loss: 0.0310685 | val_loss: 0.0311269 | Time: 1769.79 ms [2021-12-02 18:35:40 main:581] : INFO : Epoch 1795 | loss: 0.0310703 | val_loss: 0.0311305 | Time: 1780.92 ms [2021-12-02 18:35:42 main:581] : INFO : Epoch 1796 | loss: 0.0310768 | val_loss: 0.0311303 | Time: 1795.97 ms [2021-12-02 18:35:43 main:581] : INFO : Epoch 1797 | loss: 0.0310705 | val_loss: 0.0311284 | Time: 1788.87 ms [2021-12-02 18:35:45 main:581] : INFO : Epoch 1798 | loss: 0.0310673 | val_loss: 0.0311249 | Time: 1813.3 ms [2021-12-02 18:35:47 main:581] : INFO : Epoch 1799 | loss: 0.031064 | val_loss: 0.0311311 | Time: 1849.03 ms [2021-12-02 18:35:49 main:581] : INFO : Epoch 1800 | loss: 0.0310612 | val_loss: 0.0311331 | Time: 1762.95 ms [2021-12-02 18:35:51 main:581] : INFO : Epoch 1801 | loss: 0.0310692 | val_loss: 0.0311279 | Time: 1798.31 ms [2021-12-02 18:35:52 main:581] : INFO : Epoch 1802 | loss: 0.0310688 | val_loss: 0.0311395 | Time: 1810.32 ms [2021-12-02 18:35:54 main:581] : INFO : Epoch 1803 | loss: 0.0310663 | val_loss: 0.031134 | Time: 1825.03 ms [2021-12-02 18:35:56 main:581] : INFO : Epoch 1804 | loss: 0.0310628 | val_loss: 0.0311376 | Time: 1811.97 ms [2021-12-02 18:35:58 main:581] : INFO : Epoch 1805 | loss: 0.031068 | val_loss: 0.0311196 | Time: 1802.74 ms [2021-12-02 18:36:00 main:581] : INFO : Epoch 1806 | loss: 0.031069 | val_loss: 0.0311239 | Time: 1880.05 ms [2021-12-02 18:36:01 main:581] : INFO : Epoch 1807 | loss: 0.0310634 | val_loss: 0.0311302 | Time: 1786.66 ms [2021-12-02 18:36:03 main:581] : INFO : Epoch 1808 | loss: 0.0310695 | val_loss: 0.031128 | Time: 1798.49 ms [2021-12-02 18:36:05 main:581] : INFO : Epoch 1809 | loss: 0.0310665 | val_loss: 0.0311207 | Time: 1783.49 ms [2021-12-02 18:36:07 main:581] : INFO : Epoch 1810 | loss: 0.0310643 | val_loss: 0.0311205 | Time: 1763.85 ms [2021-12-02 18:36:09 main:581] : INFO : Epoch 1811 | loss: 0.0310635 | val_loss: 0.031128 | Time: 1786.79 ms [2021-12-02 18:36:10 main:581] : INFO : Epoch 1812 | loss: 0.0310603 | val_loss: 0.0311244 | Time: 1780.08 ms [2021-12-02 18:36:12 main:581] : INFO : Epoch 1813 | loss: 0.0310788 | val_loss: 0.0311322 | Time: 1781.38 ms [2021-12-02 18:36:14 main:581] : INFO : Epoch 1814 | loss: 0.031105 | val_loss: 0.0311229 | Time: 1802.95 ms [2021-12-02 18:36:16 main:581] : INFO : Epoch 1815 | loss: 0.0310996 | val_loss: 0.0311229 | Time: 1782.62 ms [2021-12-02 18:36:18 main:581] : INFO : Epoch 1816 | loss: 0.031089 | val_loss: 0.0311283 | Time: 1806.23 ms [2021-12-02 18:36:19 main:581] : INFO : Epoch 1817 | loss: 0.0310834 | val_loss: 0.0311261 | Time: 1816.93 ms [2021-12-02 18:36:21 main:581] : INFO : Epoch 1818 | loss: 0.0310803 | val_loss: 0.0311283 | Time: 1789.72 ms [2021-12-02 18:36:23 main:581] : INFO : Epoch 1819 | loss: 0.0310808 | val_loss: 0.0311258 | Time: 1795.27 ms [2021-12-02 18:36:25 main:581] : INFO : Epoch 1820 | loss: 0.0310778 | val_loss: 0.0311242 | Time: 1825.59 ms [2021-12-02 18:36:27 main:581] : INFO : Epoch 1821 | loss: 0.0310755 | val_loss: 0.0311276 | Time: 1829.14 ms [2021-12-02 18:36:28 main:581] : INFO : Epoch 1822 | loss: 0.0310721 | val_loss: 0.0311282 | Time: 1799.21 ms [2021-12-02 18:36:30 main:581] : INFO : Epoch 1823 | loss: 0.0310713 | val_loss: 0.0311369 | Time: 1812.77 ms [2021-12-02 18:36:32 main:581] : INFO : Epoch 1824 | loss: 0.0310716 | val_loss: 0.0311223 | Time: 1834.18 ms [2021-12-02 18:36:34 main:581] : INFO : Epoch 1825 | loss: 0.0310716 | val_loss: 0.0311356 | Time: 1834.28 ms [2021-12-02 18:36:36 main:581] : INFO : Epoch 1826 | loss: 0.0310683 | val_loss: 0.0311266 | Time: 1826.54 ms [2021-12-02 18:36:37 main:581] : INFO : Epoch 1827 | loss: 0.0310671 | val_loss: 0.0311304 | Time: 1774.55 ms [2021-12-02 18:36:39 main:581] : INFO : Epoch 1828 | loss: 0.0310654 | val_loss: 0.0311251 | Time: 1795.49 ms [2021-12-02 18:36:41 main:581] : INFO : Epoch 1829 | loss: 0.0310661 | val_loss: 0.0311259 | Time: 1786.82 ms [2021-12-02 18:36:43 main:581] : INFO : Epoch 1830 | loss: 0.0310767 | val_loss: 0.031128 | Time: 1779.02 ms [2021-12-02 18:36:45 main:581] : INFO : Epoch 1831 | loss: 0.0310749 | val_loss: 0.0311321 | Time: 1771.61 ms [2021-12-02 18:36:46 main:581] : INFO : Epoch 1832 | loss: 0.0310691 | val_loss: 0.0311296 | Time: 1770.04 ms [2021-12-02 18:36:48 main:581] : INFO : Epoch 1833 | loss: 0.0310693 | val_loss: 0.0311278 | Time: 1768.23 ms [2021-12-02 18:36:50 main:581] : INFO : Epoch 1834 | loss: 0.0310712 | val_loss: 0.0311222 | Time: 1831.65 ms [2021-12-02 18:36:52 main:581] : INFO : Epoch 1835 | loss: 0.0310703 | val_loss: 0.0311257 | Time: 1821.22 ms [2021-12-02 18:36:54 main:581] : INFO : Epoch 1836 | loss: 0.0310685 | val_loss: 0.0311239 | Time: 1854.02 ms [2021-12-02 18:36:55 main:581] : INFO : Epoch 1837 | loss: 0.0310683 | val_loss: 0.0311353 | Time: 1768.55 ms [2021-12-02 18:36:57 main:581] : INFO : Epoch 1838 | loss: 0.0310719 | val_loss: 0.0311351 | Time: 1773.37 ms [2021-12-02 18:36:59 main:581] : INFO : Epoch 1839 | loss: 0.0310703 | val_loss: 0.0311272 | Time: 1785.14 ms [2021-12-02 18:37:01 main:581] : INFO : Epoch 1840 | loss: 0.031074 | val_loss: 0.0311221 | Time: 1797.7 ms [2021-12-02 18:37:03 main:581] : INFO : Epoch 1841 | loss: 0.0310722 | val_loss: 0.0311257 | Time: 1777.62 ms [2021-12-02 18:37:04 main:581] : INFO : Epoch 1842 | loss: 0.0310726 | val_loss: 0.031134 | Time: 1763.52 ms [2021-12-02 18:37:06 main:581] : INFO : Epoch 1843 | loss: 0.0310714 | val_loss: 0.0311271 | Time: 1803.67 ms [2021-12-02 18:37:08 main:581] : INFO : Epoch 1844 | loss: 0.0310674 | val_loss: 0.0311234 | Time: 1802.27 ms [2021-12-02 18:37:10 main:581] : INFO : Epoch 1845 | loss: 0.0310666 | val_loss: 0.0311277 | Time: 1814.77 ms [2021-12-02 18:37:12 main:581] : INFO : Epoch 1846 | loss: 0.0310782 | val_loss: 0.031128 | Time: 1776.72 ms [2021-12-02 18:37:13 main:581] : INFO : Epoch 1847 | loss: 0.0310838 | val_loss: 0.0311302 | Time: 1801.13 ms [2021-12-02 18:37:15 main:581] : INFO : Epoch 1848 | loss: 0.0310797 | val_loss: 0.0311321 | Time: 1787.31 ms [2021-12-02 18:37:17 main:581] : INFO : Epoch 1849 | loss: 0.0310798 | val_loss: 0.0311429 | Time: 1786.3 ms [2021-12-02 18:37:19 main:581] : INFO : Epoch 1850 | loss: 0.0310779 | val_loss: 0.0311286 | Time: 1832.33 ms [2021-12-02 18:37:21 main:581] : INFO : Epoch 1851 | loss: 0.0310753 | val_loss: 0.031127 | Time: 1789.07 ms [2021-12-02 18:37:22 main:581] : INFO : Epoch 1852 | loss: 0.0310749 | val_loss: 0.0311221 | Time: 1792.35 ms [2021-12-02 18:37:24 main:581] : INFO : Epoch 1853 | loss: 0.031072 | val_loss: 0.0311222 | Time: 1807.12 ms [2021-12-02 18:37:26 main:581] : INFO : Epoch 1854 | loss: 0.0310705 | val_loss: 0.0311287 | Time: 1791.95 ms [2021-12-02 18:37:28 main:581] : INFO : Epoch 1855 | loss: 0.0310716 | val_loss: 0.0311308 | Time: 1768.15 ms [2021-12-02 18:37:30 main:581] : INFO : Epoch 1856 | loss: 0.0310694 | val_loss: 0.0311226 | Time: 1820.03 ms [2021-12-02 18:37:31 main:581] : INFO : Epoch 1857 | loss: 0.0310671 | val_loss: 0.031118 | Time: 1773.16 ms [2021-12-02 18:37:33 main:581] : INFO : Epoch 1858 | loss: 0.0310658 | val_loss: 0.0311234 | Time: 1770.78 ms [2021-12-02 18:37:35 main:581] : INFO : Epoch 1859 | loss: 0.0310626 | val_loss: 0.0311304 | Time: 1802.63 ms [2021-12-02 18:37:37 main:581] : INFO : Epoch 1860 | loss: 0.0310636 | val_loss: 0.0311142 | Time: 1798.5 ms [2021-12-02 18:37:38 main:581] : INFO : Epoch 1861 | loss: 0.0310649 | val_loss: 0.0311204 | Time: 1775.58 ms [2021-12-02 18:37:40 main:581] : INFO : Epoch 1862 | loss: 0.031062 | val_loss: 0.0311258 | Time: 1773.02 ms [2021-12-02 18:37:42 main:581] : INFO : Epoch 1863 | loss: 0.0310599 | val_loss: 0.0311219 | Time: 1803.1 ms [2021-12-02 18:37:44 main:581] : INFO : Epoch 1864 | loss: 0.0310594 | val_loss: 0.0311335 | Time: 1787.6 ms [2021-12-02 18:37:46 main:581] : INFO : Epoch 1865 | loss: 0.0310601 | val_loss: 0.0311278 | Time: 1804.15 ms [2021-12-02 18:37:47 main:581] : INFO : Epoch 1866 | loss: 0.0310576 | val_loss: 0.0311305 | Time: 1801.73 ms [2021-12-02 18:37:49 main:581] : INFO : Epoch 1867 | loss: 0.0310569 | val_loss: 0.0311289 | Time: 1869.11 ms [2021-12-02 18:37:51 main:581] : INFO : Epoch 1868 | loss: 0.0310582 | val_loss: 0.0311292 | Time: 1835.27 ms [2021-12-02 18:37:53 main:581] : INFO : Epoch 1869 | loss: 0.0310598 | val_loss: 0.0311313 | Time: 1860.01 ms [2021-12-02 18:37:55 main:581] : INFO : Epoch 1870 | loss: 0.0310672 | val_loss: 0.0311224 | Time: 1810.82 ms [2021-12-02 18:37:57 main:581] : INFO : Epoch 1871 | loss: 0.0310685 | val_loss: 0.0311436 | Time: 1772.98 ms [2021-12-02 18:37:58 main:581] : INFO : Epoch 1872 | loss: 0.0310704 | val_loss: 0.0311453 | Time: 1818.26 ms [2021-12-02 18:38:00 main:581] : INFO : Epoch 1873 | loss: 0.0310643 | val_loss: 0.0311409 | Time: 1816.05 ms [2021-12-02 18:38:02 main:581] : INFO : Epoch 1874 | loss: 0.0310644 | val_loss: 0.0311384 | Time: 1795.76 ms [2021-12-02 18:38:04 main:581] : INFO : Epoch 1875 | loss: 0.0310626 | val_loss: 0.03113 | Time: 1801.93 ms [2021-12-02 18:38:06 main:581] : INFO : Epoch 1876 | loss: 0.0310609 | val_loss: 0.0311346 | Time: 1776.13 ms [2021-12-02 18:38:07 main:581] : INFO : Epoch 1877 | loss: 0.0310595 | val_loss: 0.0311344 | Time: 1770.86 ms [2021-12-02 18:38:09 main:581] : INFO : Epoch 1878 | loss: 0.0310635 | val_loss: 0.0311223 | Time: 1802.77 ms [2021-12-02 18:38:11 main:581] : INFO : Epoch 1879 | loss: 0.0310638 | val_loss: 0.0311336 | Time: 1808.99 ms [2021-12-02 18:38:13 main:581] : INFO : Epoch 1880 | loss: 0.03106 | val_loss: 0.0311417 | Time: 1828.75 ms [2021-12-02 18:38:15 main:581] : INFO : Epoch 1881 | loss: 0.0310653 | val_loss: 0.0311342 | Time: 1781.56 ms [2021-12-02 18:38:16 main:581] : INFO : Epoch 1882 | loss: 0.0310641 | val_loss: 0.0311358 | Time: 1809.26 ms [2021-12-02 18:38:18 main:581] : INFO : Epoch 1883 | loss: 0.0310631 | val_loss: 0.0311328 | Time: 1782.83 ms [2021-12-02 18:38:20 main:581] : INFO : Epoch 1884 | loss: 0.0310616 | val_loss: 0.0311377 | Time: 1819.73 ms [2021-12-02 18:38:22 main:581] : INFO : Epoch 1885 | loss: 0.0310684 | val_loss: 0.031122 | Time: 1772.73 ms [2021-12-02 18:38:24 main:581] : INFO : Epoch 1886 | loss: 0.0310662 | val_loss: 0.0311255 | Time: 1795.95 ms [2021-12-02 18:38:25 main:581] : INFO : Epoch 1887 | loss: 0.0310668 | val_loss: 0.0311219 | Time: 1806.57 ms [2021-12-02 18:38:27 main:581] : INFO : Epoch 1888 | loss: 0.031065 | val_loss: 0.0311268 | Time: 1825.13 ms [2021-12-02 18:38:29 main:581] : INFO : Epoch 1889 | loss: 0.0310756 | val_loss: 0.0311227 | Time: 1802.7 ms [2021-12-02 18:38:31 main:581] : INFO : Epoch 1890 | loss: 0.0310751 | val_loss: 0.0311255 | Time: 1841.73 ms [2021-12-02 18:38:33 main:581] : INFO : Epoch 1891 | loss: 0.0310782 | val_loss: 0.0311332 | Time: 1788.73 ms [2021-12-02 18:38:34 main:581] : INFO : Epoch 1892 | loss: 0.0310745 | val_loss: 0.0311343 | Time: 1791.7 ms [2021-12-02 18:38:36 main:581] : INFO : Epoch 1893 | loss: 0.0310692 | val_loss: 0.0311272 | Time: 1816.35 ms [2021-12-02 18:38:38 main:581] : INFO : Epoch 1894 | loss: 0.0310675 | val_loss: 0.0311321 | Time: 1796.54 ms [2021-12-02 18:38:40 main:581] : INFO : Epoch 1895 | loss: 0.0310667 | val_loss: 0.0311265 | Time: 1812.57 ms [2021-12-02 18:38:42 main:581] : INFO : Epoch 1896 | loss: 0.0310653 | val_loss: 0.0311358 | Time: 1806.54 ms [2021-12-02 18:38:43 main:581] : INFO : Epoch 1897 | loss: 0.0310633 | val_loss: 0.031122 | Time: 1790.4 ms [2021-12-02 18:38:45 main:581] : INFO : Epoch 1898 | loss: 0.0310607 | val_loss: 0.0311352 | Time: 1811.15 ms [2021-12-02 18:38:47 main:581] : INFO : Epoch 1899 | loss: 0.0310623 | val_loss: 0.031123 | Time: 1788.38 ms [2021-12-02 18:38:49 main:581] : INFO : Epoch 1900 | loss: 0.0310654 | val_loss: 0.0311278 | Time: 1837.31 ms [2021-12-02 18:38:51 main:581] : INFO : Epoch 1901 | loss: 0.0310618 | val_loss: 0.0311347 | Time: 1856.61 ms [2021-12-02 18:38:52 main:581] : INFO : Epoch 1902 | loss: 0.0310672 | val_loss: 0.0311332 | Time: 1774.97 ms [2021-12-02 18:38:54 main:581] : INFO : Epoch 1903 | loss: 0.0310817 | val_loss: 0.0311385 | Time: 1820.56 ms [2021-12-02 18:38:56 main:581] : INFO : Epoch 1904 | loss: 0.0310726 | val_loss: 0.0311282 | Time: 1762.52 ms [2021-12-02 18:38:58 main:581] : INFO : Epoch 1905 | loss: 0.0310628 | val_loss: 0.0311197 | Time: 1787.88 ms [2021-12-02 18:39:00 main:581] : INFO : Epoch 1906 | loss: 0.0310843 | val_loss: 0.0311187 | Time: 1770.01 ms [2021-12-02 18:39:01 main:581] : INFO : Epoch 1907 | loss: 0.0310856 | val_loss: 0.0311254 | Time: 1812.05 ms [2021-12-02 18:39:03 main:581] : INFO : Epoch 1908 | loss: 0.0310794 | val_loss: 0.0311218 | Time: 1803.14 ms [2021-12-02 18:39:05 main:581] : INFO : Epoch 1909 | loss: 0.0310766 | val_loss: 0.0311237 | Time: 1807.64 ms [2021-12-02 18:39:07 main:581] : INFO : Epoch 1910 | loss: 0.0310708 | val_loss: 0.0311218 | Time: 1836.51 ms [2021-12-02 18:39:09 main:581] : INFO : Epoch 1911 | loss: 0.0310672 | val_loss: 0.031129 | Time: 1802.07 ms [2021-12-02 18:39:11 main:581] : INFO : Epoch 1912 | loss: 0.0310671 | val_loss: 0.0311147 | Time: 1840.29 ms [2021-12-02 18:39:12 main:581] : INFO : Epoch 1913 | loss: 0.031065 | val_loss: 0.031122 | Time: 1817.95 ms [2021-12-02 18:39:14 main:581] : INFO : Epoch 1914 | loss: 0.0310646 | val_loss: 0.0311246 | Time: 1812.78 ms [2021-12-02 18:39:16 main:581] : INFO : Epoch 1915 | loss: 0.0310701 | val_loss: 0.0311239 | Time: 1845.32 ms [2021-12-02 18:39:18 main:581] : INFO : Epoch 1916 | loss: 0.0310715 | val_loss: 0.031131 | Time: 1788.82 ms [2021-12-02 18:39:20 main:581] : INFO : Epoch 1917 | loss: 0.0310683 | val_loss: 0.0311193 | Time: 1796.82 ms [2021-12-02 18:39:21 main:581] : INFO : Epoch 1918 | loss: 0.0310643 | val_loss: 0.0311326 | Time: 1830.86 ms [2021-12-02 18:39:23 main:581] : INFO : Epoch 1919 | loss: 0.0310636 | val_loss: 0.0311209 | Time: 1826.97 ms [2021-12-02 18:39:25 main:581] : INFO : Epoch 1920 | loss: 0.031064 | val_loss: 0.0311233 | Time: 1798.12 ms [2021-12-02 18:39:27 main:581] : INFO : Epoch 1921 | loss: 0.0310661 | val_loss: 0.0311262 | Time: 1794.29 ms [2021-12-02 18:39:29 main:581] : INFO : Epoch 1922 | loss: 0.0310655 | val_loss: 0.0311208 | Time: 1764.78 ms [2021-12-02 18:39:30 main:581] : INFO : Epoch 1923 | loss: 0.0310693 | val_loss: 0.031119 | Time: 1774.41 ms [2021-12-02 18:39:32 main:581] : INFO : Epoch 1924 | loss: 0.0310654 | val_loss: 0.0311218 | Time: 1835.41 ms [2021-12-02 18:39:34 main:581] : INFO : Epoch 1925 | loss: 0.0310642 | val_loss: 0.0311248 | Time: 1787.81 ms [2021-12-02 18:39:36 main:581] : INFO : Epoch 1926 | loss: 0.0310626 | val_loss: 0.0311193 | Time: 1780.3 ms [2021-12-02 18:39:38 main:581] : INFO : Epoch 1927 | loss: 0.0310608 | val_loss: 0.0311267 | Time: 1769.23 ms [2021-12-02 18:39:39 main:581] : INFO : Epoch 1928 | loss: 0.0310576 | val_loss: 0.0311231 | Time: 1804.74 ms [2021-12-02 18:39:41 main:581] : INFO : Epoch 1929 | loss: 0.0310668 | val_loss: 0.0311306 | Time: 1785.6 ms [2021-12-02 18:39:43 main:581] : INFO : Epoch 1930 | loss: 0.0310629 | val_loss: 0.0311276 | Time: 1830.45 ms [2021-12-02 18:39:45 main:581] : INFO : Epoch 1931 | loss: 0.0310594 | val_loss: 0.0311262 | Time: 1779.58 ms [2021-12-02 18:39:47 main:581] : INFO : Epoch 1932 | loss: 0.0310575 | val_loss: 0.0311399 | Time: 1784.92 ms [2021-12-02 18:39:48 main:581] : INFO : Epoch 1933 | loss: 0.0310595 | val_loss: 0.0311232 | Time: 1774.99 ms [2021-12-02 18:39:50 main:581] : INFO : Epoch 1934 | loss: 0.0310575 | val_loss: 0.0311301 | Time: 1797.76 ms [2021-12-02 18:39:52 main:581] : INFO : Epoch 1935 | loss: 0.0310552 | val_loss: 0.0311304 | Time: 1857.49 ms [2021-12-02 18:39:54 main:581] : INFO : Epoch 1936 | loss: 0.0310552 | val_loss: 0.0311228 | Time: 1829.84 ms [2021-12-02 18:39:56 main:581] : INFO : Epoch 1937 | loss: 0.0310569 | val_loss: 0.0311235 | Time: 1811.42 ms [2021-12-02 18:39:57 main:581] : INFO : Epoch 1938 | loss: 0.0310539 | val_loss: 0.0311277 | Time: 1778.18 ms [2021-12-02 18:39:59 main:581] : INFO : Epoch 1939 | loss: 0.0310553 | val_loss: 0.0311307 | Time: 1834.35 ms [2021-12-02 18:40:01 main:581] : INFO : Epoch 1940 | loss: 0.0310547 | val_loss: 0.0311218 | Time: 1812.34 ms [2021-12-02 18:40:03 main:581] : INFO : Epoch 1941 | loss: 0.0310533 | val_loss: 0.0311284 | Time: 1797.07 ms [2021-12-02 18:40:05 main:581] : INFO : Epoch 1942 | loss: 0.0310519 | val_loss: 0.0311281 | Time: 1802.04 ms [2021-12-02 18:40:06 main:581] : INFO : Epoch 1943 | loss: 0.031051 | val_loss: 0.0311302 | Time: 1790.54 ms [2021-12-02 18:40:08 main:581] : INFO : Epoch 1944 | loss: 0.0310539 | val_loss: 0.0311212 | Time: 1780.78 ms [2021-12-02 18:40:10 main:581] : INFO : Epoch 1945 | loss: 0.0310538 | val_loss: 0.03112 | Time: 1775.61 ms [2021-12-02 18:40:12 main:581] : INFO : Epoch 1946 | loss: 0.0310537 | val_loss: 0.0311408 | Time: 1844.8 ms [2021-12-02 18:40:14 main:581] : INFO : Epoch 1947 | loss: 0.0310583 | val_loss: 0.0311331 | Time: 1787.16 ms [2021-12-02 18:40:15 main:581] : INFO : Epoch 1948 | loss: 0.0310563 | val_loss: 0.0311393 | Time: 1798.97 ms [2021-12-02 18:40:17 main:581] : INFO : Epoch 1949 | loss: 0.0310521 | val_loss: 0.0311294 | Time: 1779.2 ms [2021-12-02 18:40:19 main:581] : INFO : Epoch 1950 | loss: 0.0310685 | val_loss: 0.0311405 | Time: 1814.4 ms [2021-12-02 18:40:21 main:581] : INFO : Epoch 1951 | loss: 0.0310814 | val_loss: 0.0311332 | Time: 1804.93 ms [2021-12-02 18:40:23 main:581] : INFO : Epoch 1952 | loss: 0.0310749 | val_loss: 0.0311343 | Time: 1810.88 ms [2021-12-02 18:40:24 main:581] : INFO : Epoch 1953 | loss: 0.0310691 | val_loss: 0.0311311 | Time: 1808.6 ms [2021-12-02 18:40:26 main:581] : INFO : Epoch 1954 | loss: 0.0310751 | val_loss: 0.0311253 | Time: 1795.91 ms [2021-12-02 18:40:28 main:581] : INFO : Epoch 1955 | loss: 0.0310774 | val_loss: 0.0311281 | Time: 1841.02 ms [2021-12-02 18:40:30 main:581] : INFO : Epoch 1956 | loss: 0.0310713 | val_loss: 0.0311262 | Time: 1792.86 ms [2021-12-02 18:40:32 main:581] : INFO : Epoch 1957 | loss: 0.0310693 | val_loss: 0.0311353 | Time: 1805.47 ms [2021-12-02 18:40:33 main:581] : INFO : Epoch 1958 | loss: 0.0310684 | val_loss: 0.0311274 | Time: 1800.65 ms [2021-12-02 18:40:35 main:581] : INFO : Epoch 1959 | loss: 0.0310778 | val_loss: 0.0311235 | Time: 1829.37 ms [2021-12-02 18:40:37 main:581] : INFO : Epoch 1960 | loss: 0.0310753 | val_loss: 0.0311277 | Time: 1803.56 ms [2021-12-02 18:40:39 main:581] : INFO : Epoch 1961 | loss: 0.0310701 | val_loss: 0.031119 | Time: 1815.78 ms [2021-12-02 18:40:41 main:581] : INFO : Epoch 1962 | loss: 0.0310701 | val_loss: 0.0311243 | Time: 1819.12 ms [2021-12-02 18:40:43 main:581] : INFO : Epoch 1963 | loss: 0.0310709 | val_loss: 0.0311235 | Time: 1806.81 ms [2021-12-02 18:40:44 main:581] : INFO : Epoch 1964 | loss: 0.0310686 | val_loss: 0.0311233 | Time: 1826.47 ms [2021-12-02 18:40:46 main:581] : INFO : Epoch 1965 | loss: 0.0310641 | val_loss: 0.0311287 | Time: 1802.25 ms [2021-12-02 18:40:48 main:581] : INFO : Epoch 1966 | loss: 0.0310671 | val_loss: 0.0311205 | Time: 1769.31 ms [2021-12-02 18:40:50 main:581] : INFO : Epoch 1967 | loss: 0.0310624 | val_loss: 0.0311281 | Time: 1766.94 ms [2021-12-02 18:40:51 main:581] : INFO : Epoch 1968 | loss: 0.0310601 | val_loss: 0.0311222 | Time: 1780.74 ms [2021-12-02 18:40:53 main:581] : INFO : Epoch 1969 | loss: 0.0310622 | val_loss: 0.0311304 | Time: 1802.88 ms [2021-12-02 18:40:55 main:581] : INFO : Epoch 1970 | loss: 0.0310621 | val_loss: 0.0311322 | Time: 1885.05 ms [2021-12-02 18:40:57 main:581] : INFO : Epoch 1971 | loss: 0.0310611 | val_loss: 0.0311229 | Time: 1786.36 ms [2021-12-02 18:40:59 main:581] : INFO : Epoch 1972 | loss: 0.0310632 | val_loss: 0.0311183 | Time: 1789.33 ms [2021-12-02 18:41:01 main:581] : INFO : Epoch 1973 | loss: 0.0310612 | val_loss: 0.0311228 | Time: 1783.32 ms [2021-12-02 18:41:02 main:581] : INFO : Epoch 1974 | loss: 0.0310587 | val_loss: 0.0311327 | Time: 1771.16 ms [2021-12-02 18:41:04 main:581] : INFO : Epoch 1975 | loss: 0.0310612 | val_loss: 0.0311223 | Time: 1778.84 ms [2021-12-02 18:41:06 main:581] : INFO : Epoch 1976 | loss: 0.0310613 | val_loss: 0.0311245 | Time: 1822.39 ms [2021-12-02 18:41:08 main:581] : INFO : Epoch 1977 | loss: 0.0310597 | val_loss: 0.0311224 | Time: 1809.96 ms [2021-12-02 18:41:10 main:581] : INFO : Epoch 1978 | loss: 0.0310552 | val_loss: 0.0311183 | Time: 1801.17 ms [2021-12-02 18:41:11 main:581] : INFO : Epoch 1979 | loss: 0.0310566 | val_loss: 0.031123 | Time: 1825.64 ms [2021-12-02 18:41:13 main:581] : INFO : Epoch 1980 | loss: 0.0310579 | val_loss: 0.0311193 | Time: 1811.76 ms [2021-12-02 18:41:15 main:581] : INFO : Epoch 1981 | loss: 0.0310651 | val_loss: 0.0311217 | Time: 1781.93 ms [2021-12-02 18:41:17 main:581] : INFO : Epoch 1982 | loss: 0.031066 | val_loss: 0.0311282 | Time: 1797.76 ms [2021-12-02 18:41:19 main:581] : INFO : Epoch 1983 | loss: 0.0310604 | val_loss: 0.0311328 | Time: 1794.42 ms [2021-12-02 18:41:20 main:581] : INFO : Epoch 1984 | loss: 0.031058 | val_loss: 0.0311249 | Time: 1814.38 ms [2021-12-02 18:41:22 main:581] : INFO : Epoch 1985 | loss: 0.0310577 | val_loss: 0.0311188 | Time: 1812.99 ms [2021-12-02 18:41:24 main:581] : INFO : Epoch 1986 | loss: 0.0310636 | val_loss: 0.0311208 | Time: 1806.9 ms [2021-12-02 18:41:26 main:581] : INFO : Epoch 1987 | loss: 0.0310665 | val_loss: 0.0311354 | Time: 1765.4 ms [2021-12-02 18:41:28 main:581] : INFO : Epoch 1988 | loss: 0.0310659 | val_loss: 0.0311217 | Time: 1805.15 ms [2021-12-02 18:41:29 main:581] : INFO : Epoch 1989 | loss: 0.0310634 | val_loss: 0.0311334 | Time: 1781.67 ms [2021-12-02 18:41:31 main:581] : INFO : Epoch 1990 | loss: 0.031094 | val_loss: 0.0311446 | Time: 1813.79 ms [2021-12-02 18:41:33 main:581] : INFO : Epoch 1991 | loss: 0.031142 | val_loss: 0.0311507 | Time: 1789.06 ms [2021-12-02 18:41:35 main:581] : INFO : Epoch 1992 | loss: 0.0311387 | val_loss: 0.0311477 | Time: 1817.13 ms [2021-12-02 18:41:37 main:581] : INFO : Epoch 1993 | loss: 0.0311286 | val_loss: 0.0311416 | Time: 1787.05 ms [2021-12-02 18:41:38 main:581] : INFO : Epoch 1994 | loss: 0.031122 | val_loss: 0.0311376 | Time: 1782.71 ms [2021-12-02 18:41:40 main:581] : INFO : Epoch 1995 | loss: 0.0311192 | val_loss: 0.0311362 | Time: 1811.29 ms [2021-12-02 18:41:42 main:581] : INFO : Epoch 1996 | loss: 0.0311156 | val_loss: 0.0311352 | Time: 1824.57 ms [2021-12-02 18:41:44 main:581] : INFO : Epoch 1997 | loss: 0.0311119 | val_loss: 0.0311359 | Time: 1793.7 ms [2021-12-02 18:41:46 main:581] : INFO : Epoch 1998 | loss: 0.0311117 | val_loss: 0.0311348 | Time: 1805.7 ms [2021-12-02 18:41:47 main:581] : INFO : Epoch 1999 | loss: 0.0311052 | val_loss: 0.0311384 | Time: 1796.2 ms [2021-12-02 18:41:49 main:581] : INFO : Epoch 2000 | loss: 0.0311047 | val_loss: 0.0311346 | Time: 1827.77 ms [2021-12-02 18:41:51 main:581] : INFO : Epoch 2001 | loss: 0.0311049 | val_loss: 0.0311314 | Time: 1822.36 ms [2021-12-02 18:41:53 main:581] : INFO : Epoch 2002 | loss: 0.0311032 | val_loss: 0.03113 | Time: 1845.5 ms [2021-12-02 18:41:55 main:581] : INFO : Epoch 2003 | loss: 0.031101 | val_loss: 0.0311327 | Time: 1819.84 ms [2021-12-02 18:41:56 main:581] : INFO : Epoch 2004 | loss: 0.0310989 | val_loss: 0.0311376 | Time: 1810.57 ms [2021-12-02 18:41:58 main:581] : INFO : Epoch 2005 | loss: 0.0310977 | val_loss: 0.0311301 | Time: 1789.55 ms [2021-12-02 18:42:00 main:581] : INFO : Epoch 2006 | loss: 0.0310983 | val_loss: 0.0311324 | Time: 1860.42 ms [2021-12-02 18:42:02 main:581] : INFO : Epoch 2007 | loss: 0.0311012 | val_loss: 0.0311329 | Time: 1804.96 ms [2021-12-02 18:42:04 main:581] : INFO : Epoch 2008 | loss: 0.0310991 | val_loss: 0.0311327 | Time: 1773.07 ms [2021-12-02 18:42:05 main:581] : INFO : Epoch 2009 | loss: 0.0310973 | val_loss: 0.031138 | Time: 1775.93 ms [2021-12-02 18:42:07 main:581] : INFO : Epoch 2010 | loss: 0.031096 | val_loss: 0.031137 | Time: 1798.35 ms [2021-12-02 18:42:09 main:581] : INFO : Epoch 2011 | loss: 0.0310949 | val_loss: 0.0311334 | Time: 1826.36 ms [2021-12-02 18:42:11 main:581] : INFO : Epoch 2012 | loss: 0.0310941 | val_loss: 0.0311331 | Time: 1852.83 ms [2021-12-02 18:42:13 main:581] : INFO : Epoch 2013 | loss: 0.0310958 | val_loss: 0.0311347 | Time: 1785.79 ms [2021-12-02 18:42:15 main:581] : INFO : Epoch 2014 | loss: 0.0310928 | val_loss: 0.0311333 | Time: 1789.82 ms [2021-12-02 18:42:16 main:581] : INFO : Epoch 2015 | loss: 0.0310925 | val_loss: 0.0311365 | Time: 1802.15 ms [2021-12-02 18:42:18 main:581] : INFO : Epoch 2016 | loss: 0.0310896 | val_loss: 0.0311334 | Time: 1803.16 ms [2021-12-02 18:42:20 main:581] : INFO : Epoch 2017 | loss: 0.0310897 | val_loss: 0.0311321 | Time: 1768.04 ms [2021-12-02 18:42:22 main:581] : INFO : Epoch 2018 | loss: 0.0310888 | val_loss: 0.0311356 | Time: 1794.42 ms [2021-12-02 18:42:24 main:581] : INFO : Epoch 2019 | loss: 0.0310882 | val_loss: 0.0311339 | Time: 1834.55 ms [2021-12-02 18:42:25 main:581] : INFO : Epoch 2020 | loss: 0.0310862 | val_loss: 0.0311339 | Time: 1825.44 ms [2021-12-02 18:42:27 main:581] : INFO : Epoch 2021 | loss: 0.0310858 | val_loss: 0.0311319 | Time: 1829.32 ms [2021-12-02 18:42:29 main:581] : INFO : Epoch 2022 | loss: 0.0310886 | val_loss: 0.0311323 | Time: 1850.23 ms [2021-12-02 18:42:31 main:581] : INFO : Epoch 2023 | loss: 0.0310865 | val_loss: 0.0311408 | Time: 1813.24 ms [2021-12-02 18:42:33 main:581] : INFO : Epoch 2024 | loss: 0.0310842 | val_loss: 0.0311365 | Time: 1790.03 ms [2021-12-02 18:42:34 main:581] : INFO : Epoch 2025 | loss: 0.0310857 | val_loss: 0.0311348 | Time: 1845.29 ms [2021-12-02 18:42:36 main:581] : INFO : Epoch 2026 | loss: 0.0310944 | val_loss: 0.0311375 | Time: 1814.18 ms [2021-12-02 18:42:38 main:581] : INFO : Epoch 2027 | loss: 0.0310922 | val_loss: 0.0311256 | Time: 1818.75 ms [2021-12-02 18:42:40 main:581] : INFO : Epoch 2028 | loss: 0.0310875 | val_loss: 0.0311236 | Time: 1814.79 ms [2021-12-02 18:42:42 main:581] : INFO : Epoch 2029 | loss: 0.0310866 | val_loss: 0.0311266 | Time: 1781.22 ms [2021-12-02 18:42:44 main:581] : INFO : Epoch 2030 | loss: 0.0310839 | val_loss: 0.0311283 | Time: 1816.11 ms [2021-12-02 18:42:45 main:581] : INFO : Epoch 2031 | loss: 0.0310825 | val_loss: 0.0311253 | Time: 1787.73 ms [2021-12-02 18:42:47 main:581] : INFO : Epoch 2032 | loss: 0.031083 | val_loss: 0.0311258 | Time: 1773.9 ms [2021-12-02 18:42:49 main:581] : INFO : Epoch 2033 | loss: 0.0310804 | val_loss: 0.0311267 | Time: 1791.01 ms [2021-12-02 18:42:51 main:581] : INFO : Epoch 2034 | loss: 0.0310789 | val_loss: 0.0311282 | Time: 1806.11 ms [2021-12-02 18:42:52 main:581] : INFO : Epoch 2035 | loss: 0.0310783 | val_loss: 0.0311262 | Time: 1805.25 ms [2021-12-02 18:42:54 main:581] : INFO : Epoch 2036 | loss: 0.0310805 | val_loss: 0.0311303 | Time: 1828.43 ms [2021-12-02 18:42:56 main:581] : INFO : Epoch 2037 | loss: 0.0310826 | val_loss: 0.0311319 | Time: 1808.95 ms [2021-12-02 18:42:58 main:581] : INFO : Epoch 2038 | loss: 0.0310813 | val_loss: 0.0311333 | Time: 1776.74 ms [2021-12-02 18:43:00 main:581] : INFO : Epoch 2039 | loss: 0.031079 | val_loss: 0.0311254 | Time: 1821.59 ms [2021-12-02 18:43:02 main:581] : INFO : Epoch 2040 | loss: 0.0310822 | val_loss: 0.0311369 | Time: 1821.2 ms [2021-12-02 18:43:03 main:581] : INFO : Epoch 2041 | loss: 0.0310826 | val_loss: 0.0311327 | Time: 1819.53 ms [2021-12-02 18:43:05 main:581] : INFO : Epoch 2042 | loss: 0.0310776 | val_loss: 0.0311349 | Time: 1807.31 ms [2021-12-02 18:43:07 main:581] : INFO : Epoch 2043 | loss: 0.0310815 | val_loss: 0.0311332 | Time: 1776.11 ms [2021-12-02 18:43:09 main:581] : INFO : Epoch 2044 | loss: 0.0310831 | val_loss: 0.0311233 | Time: 1828.35 ms [2021-12-02 18:43:11 main:581] : INFO : Epoch 2045 | loss: 0.0310823 | val_loss: 0.0311274 | Time: 1826.14 ms [2021-12-02 18:43:12 main:581] : INFO : Epoch 2046 | loss: 0.0310837 | val_loss: 0.0311256 | Time: 1800.01 ms [2021-12-02 18:43:14 main:581] : INFO : Epoch 2047 | loss: 0.0310811 | val_loss: 0.0311259 | Time: 1870.2 ms [2021-12-02 18:43:16 main:581] : INFO : Epoch 2048 | loss: 0.0310836 | val_loss: 0.0311394 | Time: 1829.06 ms [2021-12-02 18:43:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311394 [2021-12-02 18:43:16 main:610] : INFO : Saving end state to config to file [2021-12-02 18:43:16 main:615] : INFO : Success, exiting.. 18:43:16 (14892): 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)