Task 9341237
| Name | ParityModified-1636180305-22356-2-0_1 |
| Workunit | 6489527 |
| Created | 1 Dec 2021, 21:29:48 UTC |
| Sent | 1 Dec 2021, 23:12:29 UTC |
| Report deadline | 9 Dec 2021, 23:12:29 UTC |
| Received | 2 Dec 2021, 2:36:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 2 min 54 sec |
| CPU time | 1 hours 2 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311369 | val_loss: 0.0311528 | Time: 1882.29 ms
[2021-12-02 02:20:47 main:581] : INFO : Epoch 1539 | loss: 0.0311368 | val_loss: 0.0311563 | Time: 1878.96 ms
[2021-12-02 02:20:48 main:581] : INFO : Epoch 1540 | loss: 0.0311425 | val_loss: 0.0311557 | Time: 1822.39 ms
[2021-12-02 02:20:50 main:581] : INFO : Epoch 1541 | loss: 0.0311431 | val_loss: 0.0311568 | Time: 1798.55 ms
[2021-12-02 02:20:52 main:581] : INFO : Epoch 1542 | loss: 0.031139 | val_loss: 0.0311579 | Time: 1818.96 ms
[2021-12-02 02:20:54 main:581] : INFO : Epoch 1543 | loss: 0.0311384 | val_loss: 0.0311551 | Time: 1822.04 ms
[2021-12-02 02:20:56 main:581] : INFO : Epoch 1544 | loss: 0.0311372 | val_loss: 0.0311538 | Time: 1819.45 ms
[2021-12-02 02:20:58 main:581] : INFO : Epoch 1545 | loss: 0.0311401 | val_loss: 0.0311562 | Time: 1850.56 ms
[2021-12-02 02:20:59 main:581] : INFO : Epoch 1546 | loss: 0.0311399 | val_loss: 0.0311572 | Time: 1879.04 ms
[2021-12-02 02:21:01 main:581] : INFO : Epoch 1547 | loss: 0.0311429 | val_loss: 0.0311567 | Time: 1798.13 ms
[2021-12-02 02:21:03 main:581] : INFO : Epoch 1548 | loss: 0.0311432 | val_loss: 0.0311573 | Time: 1831.28 ms
[2021-12-02 02:21:05 main:581] : INFO : Epoch 1549 | loss: 0.0311454 | val_loss: 0.0311548 | Time: 1791.14 ms
[2021-12-02 02:21:07 main:581] : INFO : Epoch 1550 | loss: 0.0311429 | val_loss: 0.0311532 | Time: 1831.37 ms
[2021-12-02 02:21:09 main:581] : INFO : Epoch 1551 | loss: 0.0311418 | val_loss: 0.0311552 | Time: 1814.58 ms
[2021-12-02 02:21:10 main:581] : INFO : Epoch 1552 | loss: 0.0311419 | val_loss: 0.0311546 | Time: 1790.25 ms
[2021-12-02 02:21:12 main:581] : INFO : Epoch 1553 | loss: 0.0311412 | val_loss: 0.0311547 | Time: 1780.8 ms
[2021-12-02 02:21:14 main:581] : INFO : Epoch 1554 | loss: 0.0311531 | val_loss: 0.0311606 | Time: 1860.22 ms
[2021-12-02 02:21:16 main:581] : INFO : Epoch 1555 | loss: 0.0311545 | val_loss: 0.0311565 | Time: 1814.46 ms
[2021-12-02 02:21:18 main:581] : INFO : Epoch 1556 | loss: 0.0311519 | val_loss: 0.0311532 | Time: 1810.62 ms
[2021-12-02 02:21:19 main:581] : INFO : Epoch 1557 | loss: 0.0311488 | val_loss: 0.0311544 | Time: 1828.94 ms
[2021-12-02 02:21:21 main:581] : INFO : Epoch 1558 | loss: 0.0311496 | val_loss: 0.031156 | Time: 1856.13 ms
[2021-12-02 02:21:23 main:581] : INFO : Epoch 1559 | loss: 0.031149 | val_loss: 0.0311584 | Time: 1830.55 ms
[2021-12-02 02:21:25 main:581] : INFO : Epoch 1560 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1812.91 ms
[2021-12-02 02:21:27 main:581] : INFO : Epoch 1561 | loss: 0.031148 | val_loss: 0.0311594 | Time: 1832.37 ms
[2021-12-02 02:21:29 main:581] : INFO : Epoch 1562 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 1811.88 ms
[2021-12-02 02:21:30 main:581] : INFO : Epoch 1563 | loss: 0.0311446 | val_loss: 0.0311627 | Time: 1857.29 ms
[2021-12-02 02:21:32 main:581] : INFO : Epoch 1564 | loss: 0.0311454 | val_loss: 0.0311624 | Time: 1847.18 ms
[2021-12-02 02:21:34 main:581] : INFO : Epoch 1565 | loss: 0.0311435 | val_loss: 0.031161 | Time: 1851.34 ms
[2021-12-02 02:21:36 main:581] : INFO : Epoch 1566 | loss: 0.0311452 | val_loss: 0.0311624 | Time: 1841.36 ms
[2021-12-02 02:21:38 main:581] : INFO : Epoch 1567 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 1813.5 ms
[2021-12-02 02:21:40 main:581] : INFO : Epoch 1568 | loss: 0.0311498 | val_loss: 0.031161 | Time: 1871.16 ms
[2021-12-02 02:21:41 main:581] : INFO : Epoch 1569 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 1833.83 ms
[2021-12-02 02:21:43 main:581] : INFO : Epoch 1570 | loss: 0.031168 | val_loss: 0.031167 | Time: 1827.65 ms
[2021-12-02 02:21:45 main:581] : INFO : Epoch 1571 | loss: 0.031148 | val_loss: 0.0311577 | Time: 1823.92 ms
[2021-12-02 02:21:47 main:581] : INFO : Epoch 1572 | loss: 0.0311427 | val_loss: 0.0311546 | Time: 1822.15 ms
[2021-12-02 02:21:49 main:581] : INFO : Epoch 1573 | loss: 0.0311403 | val_loss: 0.0311527 | Time: 1817.5 ms
[2021-12-02 02:21:51 main:581] : INFO : Epoch 1574 | loss: 0.0311385 | val_loss: 0.0311546 | Time: 1856.08 ms
[2021-12-02 02:21:52 main:581] : INFO : Epoch 1575 | loss: 0.0311392 | val_loss: 0.0311536 | Time: 1863.58 ms
[2021-12-02 02:21:54 main:581] : INFO : Epoch 1576 | loss: 0.0311394 | val_loss: 0.0311545 | Time: 1804.57 ms
[2021-12-02 02:21:56 main:581] : INFO : Epoch 1577 | loss: 0.0311388 | val_loss: 0.031154 | Time: 1842.58 ms
[2021-12-02 02:21:58 main:581] : INFO : Epoch 1578 | loss: 0.0311384 | val_loss: 0.0311531 | Time: 1859.63 ms
[2021-12-02 02:22:00 main:581] : INFO : Epoch 1579 | loss: 0.0311393 | val_loss: 0.0311514 | Time: 1864.41 ms
[2021-12-02 02:22:02 main:581] : INFO : Epoch 1580 | loss: 0.0311417 | val_loss: 0.0311523 | Time: 1781.17 ms
[2021-12-02 02:22:03 main:581] : INFO : Epoch 1581 | loss: 0.0311395 | val_loss: 0.0311507 | Time: 1865.83 ms
[2021-12-02 02:22:05 main:581] : INFO : Epoch 1582 | loss: 0.0311395 | val_loss: 0.0311501 | Time: 1846.78 ms
[2021-12-02 02:22:07 main:581] : INFO : Epoch 1583 | loss: 0.031139 | val_loss: 0.0311493 | Time: 1818.66 ms
[2021-12-02 02:22:09 main:581] : INFO : Epoch 1584 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 1815.41 ms
[2021-12-02 02:22:11 main:581] : INFO : Epoch 1585 | loss: 0.0311365 | val_loss: 0.0311524 | Time: 1879.87 ms
[2021-12-02 02:22:13 main:581] : INFO : Epoch 1586 | loss: 0.0311361 | val_loss: 0.0311518 | Time: 1812.63 ms
[2021-12-02 02:22:14 main:581] : INFO : Epoch 1587 | loss: 0.0311376 | val_loss: 0.0311544 | Time: 1782.91 ms
[2021-12-02 02:22:16 main:581] : INFO : Epoch 1588 | loss: 0.031136 | val_loss: 0.0311532 | Time: 1825.72 ms
[2021-12-02 02:22:18 main:581] : INFO : Epoch 1589 | loss: 0.0311356 | val_loss: 0.0311522 | Time: 1801.25 ms
[2021-12-02 02:22:20 main:581] : INFO : Epoch 1590 | loss: 0.031136 | val_loss: 0.031155 | Time: 1835.87 ms
[2021-12-02 02:22:22 main:581] : INFO : Epoch 1591 | loss: 0.0311358 | val_loss: 0.0311592 | Time: 1776.94 ms
[2021-12-02 02:22:23 main:581] : INFO : Epoch 1592 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 1792.85 ms
[2021-12-02 02:22:25 main:581] : INFO : Epoch 1593 | loss: 0.031135 | val_loss: 0.0311559 | Time: 1793.55 ms
[2021-12-02 02:22:27 main:581] : INFO : Epoch 1594 | loss: 0.0311354 | val_loss: 0.031161 | Time: 1820.41 ms
[2021-12-02 02:22:29 main:581] : INFO : Epoch 1595 | loss: 0.0311367 | val_loss: 0.0311561 | Time: 1825.73 ms
[2021-12-02 02:22:31 main:581] : INFO : Epoch 1596 | loss: 0.0311358 | val_loss: 0.0311604 | Time: 1836.06 ms
[2021-12-02 02:22:33 main:581] : INFO : Epoch 1597 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 1808.54 ms
[2021-12-02 02:22:34 main:581] : INFO : Epoch 1598 | loss: 0.0311369 | val_loss: 0.0311524 | Time: 1780.59 ms
[2021-12-02 02:22:36 main:581] : INFO : Epoch 1599 | loss: 0.0311353 | val_loss: 0.0311584 | Time: 1834.44 ms
[2021-12-02 02:22:38 main:581] : INFO : Epoch 1600 | loss: 0.0311373 | val_loss: 0.0311549 | Time: 1868.83 ms
[2021-12-02 02:22:40 main:581] : INFO : Epoch 1601 | loss: 0.0311347 | val_loss: 0.0311531 | Time: 1865.74 ms
[2021-12-02 02:22:42 main:581] : INFO : Epoch 1602 | loss: 0.0311352 | val_loss: 0.0311584 | Time: 1815.73 ms
[2021-12-02 02:22:44 main:581] : INFO : Epoch 1603 | loss: 0.0311358 | val_loss: 0.0311522 | Time: 1876.37 ms
[2021-12-02 02:22:45 main:581] : INFO : Epoch 1604 | loss: 0.0311345 | val_loss: 0.0311539 | Time: 1802.15 ms
[2021-12-02 02:22:47 main:581] : INFO : Epoch 1605 | loss: 0.0311337 | val_loss: 0.0311522 | Time: 1825.15 ms
[2021-12-02 02:22:49 main:581] : INFO : Epoch 1606 | loss: 0.0311325 | val_loss: 0.0311527 | Time: 1809.17 ms
[2021-12-02 02:22:51 main:581] : INFO : Epoch 1607 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 1817.66 ms
[2021-12-02 02:22:53 main:581] : INFO : Epoch 1608 | loss: 0.0311348 | val_loss: 0.0311573 | Time: 1826.59 ms
[2021-12-02 02:22:54 main:581] : INFO : Epoch 1609 | loss: 0.0311362 | val_loss: 0.0311509 | Time: 1797.89 ms
[2021-12-02 02:22:56 main:581] : INFO : Epoch 1610 | loss: 0.0311374 | val_loss: 0.0311539 | Time: 1847.68 ms
[2021-12-02 02:22:58 main:581] : INFO : Epoch 1611 | loss: 0.0311388 | val_loss: 0.0311529 | Time: 1833.71 ms
[2021-12-02 02:23:00 main:581] : INFO : Epoch 1612 | loss: 0.0311393 | val_loss: 0.031154 | Time: 1857.16 ms
[2021-12-02 02:23:02 main:581] : INFO : Epoch 1613 | loss: 0.0311404 | val_loss: 0.031153 | Time: 1815.01 ms
[2021-12-02 02:23:04 main:581] : INFO : Epoch 1614 | loss: 0.0311371 | val_loss: 0.0311511 | Time: 1789.77 ms
[2021-12-02 02:23:05 main:581] : INFO : Epoch 1615 | loss: 0.0311381 | val_loss: 0.0311521 | Time: 1817.38 ms
[2021-12-02 02:23:07 main:581] : INFO : Epoch 1616 | loss: 0.0311366 | val_loss: 0.0311508 | Time: 1820.69 ms
[2021-12-02 02:23:09 main:581] : INFO : Epoch 1617 | loss: 0.0311352 | val_loss: 0.0311499 | Time: 1846.4 ms
[2021-12-02 02:23:11 main:581] : INFO : Epoch 1618 | loss: 0.0311345 | val_loss: 0.0311506 | Time: 1831.09 ms
[2021-12-02 02:23:13 main:581] : INFO : Epoch 1619 | loss: 0.0311356 | val_loss: 0.0311556 | Time: 1807.26 ms
[2021-12-02 02:23:15 main:581] : INFO : Epoch 1620 | loss: 0.031138 | val_loss: 0.0311544 | Time: 1865.41 ms
[2021-12-02 02:23:16 main:581] : INFO : Epoch 1621 | loss: 0.0311382 | val_loss: 0.0311521 | Time: 1822.4 ms
[2021-12-02 02:23:18 main:581] : INFO : Epoch 1622 | loss: 0.0311372 | val_loss: 0.0311528 | Time: 1832.22 ms
[2021-12-02 02:23:20 main:581] : INFO : Epoch 1623 | loss: 0.0311379 | val_loss: 0.0311526 | Time: 1822.17 ms
[2021-12-02 02:23:22 main:581] : INFO : Epoch 1624 | loss: 0.0311383 | val_loss: 0.0311548 | Time: 1822.04 ms
[2021-12-02 02:23:24 main:581] : INFO : Epoch 1625 | loss: 0.0311363 | val_loss: 0.0311567 | Time: 1827.5 ms
[2021-12-02 02:23:26 main:581] : INFO : Epoch 1626 | loss: 0.0311369 | val_loss: 0.0311563 | Time: 1832.91 ms
[2021-12-02 02:23:27 main:581] : INFO : Epoch 1627 | loss: 0.0311368 | val_loss: 0.0311569 | Time: 1823.11 ms
[2021-12-02 02:23:29 main:581] : INFO : Epoch 1628 | loss: 0.0311368 | val_loss: 0.0311533 | Time: 1842.82 ms
[2021-12-02 02:23:31 main:581] : INFO : Epoch 1629 | loss: 0.0311343 | val_loss: 0.0311551 | Time: 1826.75 ms
[2021-12-02 02:23:33 main:581] : INFO : Epoch 1630 | loss: 0.0311351 | val_loss: 0.0311522 | Time: 1809.68 ms
[2021-12-02 02:23:35 main:581] : INFO : Epoch 1631 | loss: 0.0311375 | val_loss: 0.0311545 | Time: 1848.52 ms
[2021-12-02 02:23:37 main:581] : INFO : Epoch 1632 | loss: 0.0311347 | val_loss: 0.0311553 | Time: 1815.71 ms
[2021-12-02 02:23:38 main:581] : INFO : Epoch 1633 | loss: 0.0311318 | val_loss: 0.0311505 | Time: 1815.88 ms
[2021-12-02 02:23:40 main:581] : INFO : Epoch 1634 | loss: 0.0311324 | val_loss: 0.0311508 | Time: 1844.54 ms
[2021-12-02 02:23:42 main:581] : INFO : Epoch 1635 | loss: 0.0311314 | val_loss: 0.0311504 | Time: 1834.53 ms
[2021-12-02 02:23:44 main:581] : INFO : Epoch 1636 | loss: 0.0311322 | val_loss: 0.0311515 | Time: 1878.81 ms
[2021-12-02 02:23:46 main:581] : INFO : Epoch 1637 | loss: 0.031131 | val_loss: 0.0311506 | Time: 1817 ms
[2021-12-02 02:23:48 main:581] : INFO : Epoch 1638 | loss: 0.0311318 | val_loss: 0.0311516 | Time: 1821.11 ms
[2021-12-02 02:23:49 main:581] : INFO : Epoch 1639 | loss: 0.0311316 | val_loss: 0.0311528 | Time: 1881.64 ms
[2021-12-02 02:23:51 main:581] : INFO : Epoch 1640 | loss: 0.0311326 | val_loss: 0.0311522 | Time: 1829.54 ms
[2021-12-02 02:23:53 main:581] : INFO : Epoch 1641 | loss: 0.0311325 | val_loss: 0.0311516 | Time: 1828.13 ms
[2021-12-02 02:23:55 main:581] : INFO : Epoch 1642 | loss: 0.031135 | val_loss: 0.0311543 | Time: 1854.22 ms
[2021-12-02 02:23:57 main:581] : INFO : Epoch 1643 | loss: 0.0311329 | val_loss: 0.0311504 | Time: 1815.14 ms
[2021-12-02 02:23:59 main:581] : INFO : Epoch 1644 | loss: 0.031132 | val_loss: 0.0311492 | Time: 1814.13 ms
[2021-12-02 02:24:00 main:581] : INFO : Epoch 1645 | loss: 0.0311311 | val_loss: 0.0311496 | Time: 1851.54 ms
[2021-12-02 02:24:02 main:581] : INFO : Epoch 1646 | loss: 0.0311305 | val_loss: 0.0311513 | Time: 1820.7 ms
[2021-12-02 02:24:04 main:581] : INFO : Epoch 1647 | loss: 0.0311302 | val_loss: 0.0311498 | Time: 1798.43 ms
[2021-12-02 02:24:06 main:581] : INFO : Epoch 1648 | loss: 0.0311326 | val_loss: 0.0311495 | Time: 1829.82 ms
[2021-12-02 02:24:08 main:581] : INFO : Epoch 1649 | loss: 0.0311413 | val_loss: 0.0311507 | Time: 1821.37 ms
[2021-12-02 02:24:09 main:581] : INFO : Epoch 1650 | loss: 0.031139 | val_loss: 0.0311511 | Time: 1795.51 ms
[2021-12-02 02:24:11 main:581] : INFO : Epoch 1651 | loss: 0.0311372 | val_loss: 0.0311477 | Time: 1853.59 ms
[2021-12-02 02:24:13 main:581] : INFO : Epoch 1652 | loss: 0.0311386 | val_loss: 0.0311521 | Time: 1870.89 ms
[2021-12-02 02:24:15 main:581] : INFO : Epoch 1653 | loss: 0.0311396 | val_loss: 0.0311544 | Time: 1839.52 ms
[2021-12-02 02:24:17 main:581] : INFO : Epoch 1654 | loss: 0.0311365 | val_loss: 0.0311522 | Time: 1839.28 ms
[2021-12-02 02:24:19 main:581] : INFO : Epoch 1655 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 1852.91 ms
[2021-12-02 02:24:21 main:581] : INFO : Epoch 1656 | loss: 0.0311345 | val_loss: 0.0311561 | Time: 1820.11 ms
[2021-12-02 02:24:22 main:581] : INFO : Epoch 1657 | loss: 0.0311362 | val_loss: 0.0311503 | Time: 1808.85 ms
[2021-12-02 02:24:24 main:581] : INFO : Epoch 1658 | loss: 0.0311349 | val_loss: 0.0311512 | Time: 1795.03 ms
[2021-12-02 02:24:26 main:581] : INFO : Epoch 1659 | loss: 0.031134 | val_loss: 0.0311525 | Time: 1799.51 ms
[2021-12-02 02:24:28 main:581] : INFO : Epoch 1660 | loss: 0.0311374 | val_loss: 0.031155 | Time: 1840.54 ms
[2021-12-02 02:24:30 main:581] : INFO : Epoch 1661 | loss: 0.0311344 | val_loss: 0.0311522 | Time: 1835.97 ms
[2021-12-02 02:24:31 main:581] : INFO : Epoch 1662 | loss: 0.0311331 | val_loss: 0.0311516 | Time: 1796.04 ms
[2021-12-02 02:24:33 main:581] : INFO : Epoch 1663 | loss: 0.0311326 | val_loss: 0.0311566 | Time: 1833.25 ms
[2021-12-02 02:24:35 main:581] : INFO : Epoch 1664 | loss: 0.0311339 | val_loss: 0.0311516 | Time: 1810.74 ms
[2021-12-02 02:24:37 main:581] : INFO : Epoch 1665 | loss: 0.031137 | val_loss: 0.0311528 | Time: 1820.1 ms
[2021-12-02 02:24:39 main:581] : INFO : Epoch 1666 | loss: 0.0311368 | val_loss: 0.031153 | Time: 1847.59 ms
[2021-12-02 02:24:41 main:581] : INFO : Epoch 1667 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 1854.75 ms
[2021-12-02 02:24:42 main:581] : INFO : Epoch 1668 | loss: 0.0311357 | val_loss: 0.0311556 | Time: 1798.74 ms
[2021-12-02 02:24:44 main:581] : INFO : Epoch 1669 | loss: 0.0311388 | val_loss: 0.0311576 | Time: 1822.44 ms
[2021-12-02 02:24:46 main:581] : INFO : Epoch 1670 | loss: 0.0311429 | val_loss: 0.0311591 | Time: 1818.66 ms
[2021-12-02 02:24:48 main:581] : INFO : Epoch 1671 | loss: 0.0311445 | val_loss: 0.0311515 | Time: 1854.68 ms
[2021-12-02 02:24:50 main:581] : INFO : Epoch 1672 | loss: 0.0311398 | val_loss: 0.0311518 | Time: 1804.38 ms
[2021-12-02 02:24:52 main:581] : INFO : Epoch 1673 | loss: 0.03114 | val_loss: 0.0311511 | Time: 1792.77 ms
[2021-12-02 02:24:53 main:581] : INFO : Epoch 1674 | loss: 0.0311392 | val_loss: 0.0311524 | Time: 1798.07 ms
[2021-12-02 02:24:55 main:581] : INFO : Epoch 1675 | loss: 0.0311389 | val_loss: 0.0311507 | Time: 1830.57 ms
[2021-12-02 02:24:57 main:581] : INFO : Epoch 1676 | loss: 0.0311368 | val_loss: 0.0311483 | Time: 1778.93 ms
[2021-12-02 02:24:59 main:581] : INFO : Epoch 1677 | loss: 0.031136 | val_loss: 0.0311493 | Time: 1839.04 ms
[2021-12-02 02:25:01 main:581] : INFO : Epoch 1678 | loss: 0.0311369 | val_loss: 0.0311516 | Time: 1811.32 ms
[2021-12-02 02:25:02 main:581] : INFO : Epoch 1679 | loss: 0.0311356 | val_loss: 0.0311484 | Time: 1808.46 ms
[2021-12-02 02:25:04 main:581] : INFO : Epoch 1680 | loss: 0.0311346 | val_loss: 0.0311493 | Time: 1803.67 ms
[2021-12-02 02:25:06 main:581] : INFO : Epoch 1681 | loss: 0.0311347 | val_loss: 0.0311485 | Time: 1789.37 ms
[2021-12-02 02:25:08 main:581] : INFO : Epoch 1682 | loss: 0.0311341 | val_loss: 0.0311492 | Time: 1787.27 ms
[2021-12-02 02:25:10 main:581] : INFO : Epoch 1683 | loss: 0.031133 | val_loss: 0.0311503 | Time: 1790.94 ms
[2021-12-02 02:25:11 main:581] : INFO : Epoch 1684 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 1802.59 ms
[2021-12-02 02:25:13 main:581] : INFO : Epoch 1685 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 1847.38 ms
[2021-12-02 02:25:15 main:581] : INFO : Epoch 1686 | loss: 0.031155 | val_loss: 0.0311667 | Time: 1824.32 ms
[2021-12-02 02:25:17 main:581] : INFO : Epoch 1687 | loss: 0.0311521 | val_loss: 0.0311603 | Time: 1811.89 ms
[2021-12-02 02:25:19 main:581] : INFO : Epoch 1688 | loss: 0.0311504 | val_loss: 0.0311595 | Time: 1835.03 ms
[2021-12-02 02:25:21 main:581] : INFO : Epoch 1689 | loss: 0.0311458 | val_loss: 0.0311567 | Time: 1846.42 ms
[2021-12-02 02:25:22 main:581] : INFO : Epoch 1690 | loss: 0.031146 | val_loss: 0.0311557 | Time: 1839.5 ms
[2021-12-02 02:25:24 main:581] : INFO : Epoch 1691 | loss: 0.0311454 | val_loss: 0.0311582 | Time: 1836.01 ms
[2021-12-02 02:25:26 main:581] : INFO : Epoch 1692 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 1831.09 ms
[2021-12-02 02:25:28 main:581] : INFO : Epoch 1693 | loss: 0.0311452 | val_loss: 0.0311554 | Time: 1791.16 ms
[2021-12-02 02:25:30 main:581] : INFO : Epoch 1694 | loss: 0.0311457 | val_loss: 0.0311578 | Time: 1809.26 ms
[2021-12-02 02:25:31 main:581] : INFO : Epoch 1695 | loss: 0.0311506 | val_loss: 0.0311598 | Time: 1843.88 ms
[2021-12-02 02:25:33 main:581] : INFO : Epoch 1696 | loss: 0.0311499 | val_loss: 0.0311579 | Time: 1822.84 ms
[2021-12-02 02:25:35 main:581] : INFO : Epoch 1697 | loss: 0.0311494 | val_loss: 0.0311526 | Time: 1844.91 ms
[2021-12-02 02:25:37 main:581] : INFO : Epoch 1698 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 1831.8 ms
[2021-12-02 02:25:39 main:581] : INFO : Epoch 1699 | loss: 0.0311464 | val_loss: 0.031159 | Time: 1826.9 ms
[2021-12-02 02:25:41 main:581] : INFO : Epoch 1700 | loss: 0.0311514 | val_loss: 0.0311567 | Time: 1858.9 ms
[2021-12-02 02:25:42 main:581] : INFO : Epoch 1701 | loss: 0.03115 | val_loss: 0.0311568 | Time: 1830.71 ms
[2021-12-02 02:25:44 main:581] : INFO : Epoch 1702 | loss: 0.0311481 | val_loss: 0.0311577 | Time: 1849.29 ms
[2021-12-02 02:25:46 main:581] : INFO : Epoch 1703 | loss: 0.0311479 | val_loss: 0.0311613 | Time: 1791.47 ms
[2021-12-02 02:25:48 main:581] : INFO : Epoch 1704 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 1818.03 ms
[2021-12-02 02:25:50 main:581] : INFO : Epoch 1705 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 1834.84 ms
[2021-12-02 02:25:52 main:581] : INFO : Epoch 1706 | loss: 0.0311512 | val_loss: 0.0311614 | Time: 1829.21 ms
[2021-12-02 02:25:53 main:581] : INFO : Epoch 1707 | loss: 0.0311526 | val_loss: 0.0311662 | Time: 1800.76 ms
[2021-12-02 02:25:55 main:581] : INFO : Epoch 1708 | loss: 0.0311548 | val_loss: 0.0311647 | Time: 1864.09 ms
[2021-12-02 02:25:57 main:581] : INFO : Epoch 1709 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 1809.25 ms
[2021-12-02 02:25:59 main:581] : INFO : Epoch 1710 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 1783.29 ms
[2021-12-02 02:26:01 main:581] : INFO : Epoch 1711 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 1856.28 ms
[2021-12-02 02:26:03 main:581] : INFO : Epoch 1712 | loss: 0.0311484 | val_loss: 0.0311577 | Time: 1829.17 ms
[2021-12-02 02:26:04 main:581] : INFO : Epoch 1713 | loss: 0.0311472 | val_loss: 0.0311583 | Time: 1768.79 ms
[2021-12-02 02:26:06 main:581] : INFO : Epoch 1714 | loss: 0.0311456 | val_loss: 0.0311568 | Time: 1798.83 ms
[2021-12-02 02:26:08 main:581] : INFO : Epoch 1715 | loss: 0.031145 | val_loss: 0.0311575 | Time: 1823.43 ms
[2021-12-02 02:26:10 main:581] : INFO : Epoch 1716 | loss: 0.0311444 | val_loss: 0.0311565 | Time: 1791.47 ms
[2021-12-02 02:26:12 main:581] : INFO : Epoch 1717 | loss: 0.0311454 | val_loss: 0.0311561 | Time: 1777.59 ms
[2021-12-02 02:26:13 main:581] : INFO : Epoch 1718 | loss: 0.0311436 | val_loss: 0.0311553 | Time: 1839.64 ms
[2021-12-02 02:26:15 main:581] : INFO : Epoch 1719 | loss: 0.0311432 | val_loss: 0.031159 | Time: 1795.63 ms
[2021-12-02 02:26:17 main:581] : INFO : Epoch 1720 | loss: 0.0311516 | val_loss: 0.0311595 | Time: 1840.8 ms
[2021-12-02 02:26:19 main:581] : INFO : Epoch 1721 | loss: 0.0311491 | val_loss: 0.031157 | Time: 1803.13 ms
[2021-12-02 02:26:21 main:581] : INFO : Epoch 1722 | loss: 0.0311468 | val_loss: 0.031155 | Time: 1817.21 ms
[2021-12-02 02:26:22 main:581] : INFO : Epoch 1723 | loss: 0.0311447 | val_loss: 0.0311546 | Time: 1781.87 ms
[2021-12-02 02:26:24 main:581] : INFO : Epoch 1724 | loss: 0.0311426 | val_loss: 0.0311543 | Time: 1812.7 ms
[2021-12-02 02:26:26 main:581] : INFO : Epoch 1725 | loss: 0.0311412 | val_loss: 0.0311547 | Time: 1789.71 ms
[2021-12-02 02:26:28 main:581] : INFO : Epoch 1726 | loss: 0.0311428 | val_loss: 0.031154 | Time: 1861.48 ms
[2021-12-02 02:26:30 main:581] : INFO : Epoch 1727 | loss: 0.0311436 | val_loss: 0.0311537 | Time: 1797.09 ms
[2021-12-02 02:26:32 main:581] : INFO : Epoch 1728 | loss: 0.0311419 | val_loss: 0.031154 | Time: 1847.53 ms
[2021-12-02 02:26:33 main:581] : INFO : Epoch 1729 | loss: 0.0311421 | val_loss: 0.0311572 | Time: 1857.59 ms
[2021-12-02 02:26:35 main:581] : INFO : Epoch 1730 | loss: 0.0311416 | val_loss: 0.0311525 | Time: 1892.69 ms
[2021-12-02 02:26:37 main:581] : INFO : Epoch 1731 | loss: 0.0311402 | val_loss: 0.0311571 | Time: 1840.56 ms
[2021-12-02 02:26:39 main:581] : INFO : Epoch 1732 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 1822.81 ms
[2021-12-02 02:26:41 main:581] : INFO : Epoch 1733 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 1875.78 ms
[2021-12-02 02:26:43 main:581] : INFO : Epoch 1734 | loss: 0.0311413 | val_loss: 0.0311526 | Time: 1823.03 ms
[2021-12-02 02:26:44 main:581] : INFO : Epoch 1735 | loss: 0.0311397 | val_loss: 0.0311525 | Time: 1787.25 ms
[2021-12-02 02:26:46 main:581] : INFO : Epoch 1736 | loss: 0.0311388 | val_loss: 0.0311525 | Time: 1832.75 ms
[2021-12-02 02:26:48 main:581] : INFO : Epoch 1737 | loss: 0.0311389 | val_loss: 0.031151 | Time: 1792.27 ms
[2021-12-02 02:26:50 main:581] : INFO : Epoch 1738 | loss: 0.0311375 | val_loss: 0.0311526 | Time: 1812.41 ms
[2021-12-02 02:26:52 main:581] : INFO : Epoch 1739 | loss: 0.031139 | val_loss: 0.0311515 | Time: 1855.03 ms
[2021-12-02 02:26:54 main:581] : INFO : Epoch 1740 | loss: 0.0311381 | val_loss: 0.0311538 | Time: 1820.25 ms
[2021-12-02 02:26:55 main:581] : INFO : Epoch 1741 | loss: 0.0311381 | val_loss: 0.031154 | Time: 1818.45 ms
[2021-12-02 02:26:57 main:581] : INFO : Epoch 1742 | loss: 0.031137 | val_loss: 0.0311544 | Time: 1805.8 ms
[2021-12-02 02:26:59 main:581] : INFO : Epoch 1743 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 1831.37 ms
[2021-12-02 02:27:01 main:581] : INFO : Epoch 1744 | loss: 0.0311361 | val_loss: 0.0311529 | Time: 1901.12 ms
[2021-12-02 02:27:03 main:581] : INFO : Epoch 1745 | loss: 0.0311383 | val_loss: 0.031154 | Time: 1901.23 ms
[2021-12-02 02:27:05 main:581] : INFO : Epoch 1746 | loss: 0.0311381 | val_loss: 0.0311542 | Time: 1782.14 ms
[2021-12-02 02:27:06 main:581] : INFO : Epoch 1747 | loss: 0.0311371 | val_loss: 0.0311566 | Time: 1790.76 ms
[2021-12-02 02:27:08 main:581] : INFO : Epoch 1748 | loss: 0.0311347 | val_loss: 0.031154 | Time: 1826.05 ms
[2021-12-02 02:27:10 main:581] : INFO : Epoch 1749 | loss: 0.0311343 | val_loss: 0.0311534 | Time: 1825.34 ms
[2021-12-02 02:27:12 main:581] : INFO : Epoch 1750 | loss: 0.0311331 | val_loss: 0.0311554 | Time: 1783.96 ms
[2021-12-02 02:27:14 main:581] : INFO : Epoch 1751 | loss: 0.0311352 | val_loss: 0.0311547 | Time: 1814.46 ms
[2021-12-02 02:27:15 main:581] : INFO : Epoch 1752 | loss: 0.0311381 | val_loss: 0.0311545 | Time: 1824.6 ms
[2021-12-02 02:27:17 main:581] : INFO : Epoch 1753 | loss: 0.0311351 | val_loss: 0.0311552 | Time: 1802.29 ms
[2021-12-02 02:27:19 main:581] : INFO : Epoch 1754 | loss: 0.0311362 | val_loss: 0.0311524 | Time: 1861.95 ms
[2021-12-02 02:27:21 main:581] : INFO : Epoch 1755 | loss: 0.031136 | val_loss: 0.0311533 | Time: 1866.4 ms
[2021-12-02 02:27:23 main:581] : INFO : Epoch 1756 | loss: 0.0311336 | val_loss: 0.0311521 | Time: 1824.57 ms
[2021-12-02 02:27:25 main:581] : INFO : Epoch 1757 | loss: 0.0311336 | val_loss: 0.0311526 | Time: 1845.44 ms
[2021-12-02 02:27:26 main:581] : INFO : Epoch 1758 | loss: 0.0311327 | val_loss: 0.0311534 | Time: 1792.16 ms
[2021-12-02 02:27:28 main:581] : INFO : Epoch 1759 | loss: 0.0311339 | val_loss: 0.0311602 | Time: 1804.76 ms
[2021-12-02 02:27:30 main:581] : INFO : Epoch 1760 | loss: 0.0311372 | val_loss: 0.0311562 | Time: 1814.91 ms
[2021-12-02 02:27:32 main:581] : INFO : Epoch 1761 | loss: 0.0311396 | val_loss: 0.0311624 | Time: 1806.2 ms
[2021-12-02 02:27:34 main:581] : INFO : Epoch 1762 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 1823.25 ms
[2021-12-02 02:27:35 main:581] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311568 | Time: 1820.04 ms
[2021-12-02 02:27:37 main:581] : INFO : Epoch 1764 | loss: 0.0311439 | val_loss: 0.0311647 | Time: 1840.36 ms
[2021-12-02 02:27:39 main:581] : INFO : Epoch 1765 | loss: 0.0311473 | val_loss: 0.0311606 | Time: 1804.15 ms
[2021-12-02 02:27:41 main:581] : INFO : Epoch 1766 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 1829.86 ms
[2021-12-02 02:27:43 main:581] : INFO : Epoch 1767 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 1781.07 ms
[2021-12-02 02:27:45 main:581] : INFO : Epoch 1768 | loss: 0.0311412 | val_loss: 0.0311542 | Time: 1821.08 ms
[2021-12-02 02:27:46 main:581] : INFO : Epoch 1769 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 1814.72 ms
[2021-12-02 02:27:48 main:581] : INFO : Epoch 1770 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 1805.61 ms
[2021-12-02 02:27:50 main:581] : INFO : Epoch 1771 | loss: 0.0311388 | val_loss: 0.0311524 | Time: 1800.53 ms
[2021-12-02 02:27:52 main:581] : INFO : Epoch 1772 | loss: 0.0311373 | val_loss: 0.0311534 | Time: 1810.28 ms
[2021-12-02 02:27:54 main:581] : INFO : Epoch 1773 | loss: 0.0311364 | val_loss: 0.031153 | Time: 1785.07 ms
[2021-12-02 02:27:55 main:581] : INFO : Epoch 1774 | loss: 0.0311357 | val_loss: 0.0311515 | Time: 1807.45 ms
[2021-12-02 02:27:57 main:581] : INFO : Epoch 1775 | loss: 0.0311384 | val_loss: 0.0311534 | Time: 1797.92 ms
[2021-12-02 02:27:59 main:581] : INFO : Epoch 1776 | loss: 0.0311437 | val_loss: 0.0311547 | Time: 1786.19 ms
[2021-12-02 02:28:01 main:581] : INFO : Epoch 1777 | loss: 0.0311495 | val_loss: 0.0311576 | Time: 1844.11 ms
[2021-12-02 02:28:03 main:581] : INFO : Epoch 1778 | loss: 0.0311482 | val_loss: 0.0311585 | Time: 1790.95 ms
[2021-12-02 02:28:04 main:581] : INFO : Epoch 1779 | loss: 0.0311441 | val_loss: 0.0311567 | Time: 1798.26 ms
[2021-12-02 02:28:06 main:581] : INFO : Epoch 1780 | loss: 0.0311454 | val_loss: 0.0311714 | Time: 1826.08 ms
[2021-12-02 02:28:08 main:581] : INFO : Epoch 1781 | loss: 0.03117 | val_loss: 0.0311732 | Time: 1800.9 ms
[2021-12-02 02:28:10 main:581] : INFO : Epoch 1782 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 1819.06 ms
[2021-12-02 02:28:12 main:581] : INFO : Epoch 1783 | loss: 0.0311674 | val_loss: 0.0311678 | Time: 1822.6 ms
[2021-12-02 02:28:13 main:581] : INFO : Epoch 1784 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 1819.54 ms
[2021-12-02 02:28:15 main:581] : INFO : Epoch 1785 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 1835.86 ms
[2021-12-02 02:28:17 main:581] : INFO : Epoch 1786 | loss: 0.0311591 | val_loss: 0.0311629 | Time: 1840.49 ms
[2021-12-02 02:28:19 main:581] : INFO : Epoch 1787 | loss: 0.031155 | val_loss: 0.0311618 | Time: 1814.36 ms
[2021-12-02 02:28:21 main:581] : INFO : Epoch 1788 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 1821.91 ms
[2021-12-02 02:28:23 main:581] : INFO : Epoch 1789 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 1817.95 ms
[2021-12-02 02:28:24 main:581] : INFO : Epoch 1790 | loss: 0.031153 | val_loss: 0.0311627 | Time: 1813.88 ms
[2021-12-02 02:28:26 main:581] : INFO : Epoch 1791 | loss: 0.0311506 | val_loss: 0.0311619 | Time: 1837.32 ms
[2021-12-02 02:28:28 main:581] : INFO : Epoch 1792 | loss: 0.0311505 | val_loss: 0.031164 | Time: 1822.13 ms
[2021-12-02 02:28:30 main:581] : INFO : Epoch 1793 | loss: 0.0311488 | val_loss: 0.0311644 | Time: 1837.32 ms
[2021-12-02 02:28:32 main:581] : INFO : Epoch 1794 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 1832.37 ms
[2021-12-02 02:28:34 main:581] : INFO : Epoch 1795 | loss: 0.0311494 | val_loss: 0.0311625 | Time: 1814.72 ms
[2021-12-02 02:28:35 main:581] : INFO : Epoch 1796 | loss: 0.031149 | val_loss: 0.0311615 | Time: 1841.03 ms
[2021-12-02 02:28:37 main:581] : INFO : Epoch 1797 | loss: 0.0311484 | val_loss: 0.0311616 | Time: 1796.37 ms
[2021-12-02 02:28:39 main:581] : INFO : Epoch 1798 | loss: 0.031146 | val_loss: 0.0311618 | Time: 1842.31 ms
[2021-12-02 02:28:41 main:581] : INFO : Epoch 1799 | loss: 0.0311469 | val_loss: 0.0311638 | Time: 1877.19 ms
[2021-12-02 02:28:43 main:581] : INFO : Epoch 1800 | loss: 0.031145 | val_loss: 0.0311618 | Time: 1816.67 ms
[2021-12-02 02:28:45 main:581] : INFO : Epoch 1801 | loss: 0.0311446 | val_loss: 0.031165 | Time: 1793.68 ms
[2021-12-02 02:28:46 main:581] : INFO : Epoch 1802 | loss: 0.031144 | val_loss: 0.0311619 | Time: 1805.78 ms
[2021-12-02 02:28:48 main:581] : INFO : Epoch 1803 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 1802.21 ms
[2021-12-02 02:28:50 main:581] : INFO : Epoch 1804 | loss: 0.0311446 | val_loss: 0.031159 | Time: 1812.75 ms
[2021-12-02 02:28:52 main:581] : INFO : Epoch 1805 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 1805.67 ms
[2021-12-02 02:28:54 main:581] : INFO : Epoch 1806 | loss: 0.0311469 | val_loss: 0.0311581 | Time: 1847.18 ms
[2021-12-02 02:28:55 main:581] : INFO : Epoch 1807 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 1784.66 ms
[2021-12-02 02:28:57 main:581] : INFO : Epoch 1808 | loss: 0.0311463 | val_loss: 0.0311612 | Time: 1809.77 ms
[2021-12-02 02:28:59 main:581] : INFO : Epoch 1809 | loss: 0.0311538 | val_loss: 0.0311691 | Time: 1822.45 ms
[2021-12-02 02:29:01 main:581] : INFO : Epoch 1810 | loss: 0.0311619 | val_loss: 0.0311649 | Time: 1840.17 ms
[2021-12-02 02:29:03 main:581] : INFO : Epoch 1811 | loss: 0.0311548 | val_loss: 0.031163 | Time: 1824.5 ms
[2021-12-02 02:29:04 main:581] : INFO : Epoch 1812 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 1770.24 ms
[2021-12-02 02:29:06 main:581] : INFO : Epoch 1813 | loss: 0.0311482 | val_loss: 0.03116 | Time: 1813.04 ms
[2021-12-02 02:29:08 main:581] : INFO : Epoch 1814 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 1813.58 ms
[2021-12-02 02:29:10 main:581] : INFO : Epoch 1815 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 1896.5 ms
[2021-12-02 02:29:12 main:581] : INFO : Epoch 1816 | loss: 0.0311462 | val_loss: 0.0311582 | Time: 1803.24 ms
[2021-12-02 02:29:14 main:581] : INFO : Epoch 1817 | loss: 0.0311471 | val_loss: 0.0311581 | Time: 1810.23 ms
[2021-12-02 02:29:15 main:581] : INFO : Epoch 1818 | loss: 0.0311476 | val_loss: 0.0311612 | Time: 1807.86 ms
[2021-12-02 02:29:17 main:581] : INFO : Epoch 1819 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 1970.03 ms
[2021-12-02 02:29:19 main:581] : INFO : Epoch 1820 | loss: 0.0311474 | val_loss: 0.03116 | Time: 1876.62 ms
[2021-12-02 02:29:21 main:581] : INFO : Epoch 1821 | loss: 0.0311467 | val_loss: 0.0311607 | Time: 1834.16 ms
[2021-12-02 02:29:23 main:581] : INFO : Epoch 1822 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 1879.9 ms
[2021-12-02 02:29:25 main:581] : INFO : Epoch 1823 | loss: 0.0311491 | val_loss: 0.0311615 | Time: 1800.97 ms
[2021-12-02 02:29:27 main:581] : INFO : Epoch 1824 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 1789.02 ms
[2021-12-02 02:29:28 main:581] : INFO : Epoch 1825 | loss: 0.031147 | val_loss: 0.0311606 | Time: 1803.18 ms
[2021-12-02 02:29:30 main:581] : INFO : Epoch 1826 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 1807.53 ms
[2021-12-02 02:29:32 main:581] : INFO : Epoch 1827 | loss: 0.031145 | val_loss: 0.0311614 | Time: 1795.29 ms
[2021-12-02 02:29:34 main:581] : INFO : Epoch 1828 | loss: 0.0311462 | val_loss: 0.0311619 | Time: 1801.24 ms
[2021-12-02 02:29:36 main:581] : INFO : Epoch 1829 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 1799.12 ms
[2021-12-02 02:29:37 main:581] : INFO : Epoch 1830 | loss: 0.0311488 | val_loss: 0.0311625 | Time: 1806.08 ms
[2021-12-02 02:29:39 main:581] : INFO : Epoch 1831 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 1820.58 ms
[2021-12-02 02:29:41 main:581] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 1818.42 ms
[2021-12-02 02:29:43 main:581] : INFO : Epoch 1833 | loss: 0.0311495 | val_loss: 0.0311595 | Time: 1792.68 ms
[2021-12-02 02:29:45 main:581] : INFO : Epoch 1834 | loss: 0.0311496 | val_loss: 0.0311619 | Time: 1832.36 ms
[2021-12-02 02:29:47 main:581] : INFO : Epoch 1835 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 1899.41 ms
[2021-12-02 02:29:48 main:581] : INFO : Epoch 1836 | loss: 0.0311469 | val_loss: 0.031157 | Time: 1815.28 ms
[2021-12-02 02:29:50 main:581] : INFO : Epoch 1837 | loss: 0.0311466 | val_loss: 0.0311636 | Time: 1818.67 ms
[2021-12-02 02:29:52 main:581] : INFO : Epoch 1838 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 1816.71 ms
[2021-12-02 02:29:54 main:581] : INFO : Epoch 1839 | loss: 0.0311436 | val_loss: 0.0311545 | Time: 1846.59 ms
[2021-12-02 02:29:56 main:581] : INFO : Epoch 1840 | loss: 0.0311435 | val_loss: 0.0311548 | Time: 1808.77 ms
[2021-12-02 02:29:57 main:581] : INFO : Epoch 1841 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 1789.46 ms
[2021-12-02 02:29:59 main:581] : INFO : Epoch 1842 | loss: 0.0311459 | val_loss: 0.0311546 | Time: 1833.89 ms
[2021-12-02 02:30:01 main:581] : INFO : Epoch 1843 | loss: 0.031144 | val_loss: 0.0311531 | Time: 1799.78 ms
[2021-12-02 02:30:03 main:581] : INFO : Epoch 1844 | loss: 0.0311437 | val_loss: 0.0311534 | Time: 1791.9 ms
[2021-12-02 02:30:05 main:581] : INFO : Epoch 1845 | loss: 0.031143 | val_loss: 0.0311546 | Time: 1794.03 ms
[2021-12-02 02:30:06 main:581] : INFO : Epoch 1846 | loss: 0.0311439 | val_loss: 0.0311552 | Time: 1779.01 ms
[2021-12-02 02:30:08 main:581] : INFO : Epoch 1847 | loss: 0.0311419 | val_loss: 0.0311546 | Time: 1814.78 ms
[2021-12-02 02:30:10 main:581] : INFO : Epoch 1848 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 1832.28 ms
[2021-12-02 02:30:12 main:581] : INFO : Epoch 1849 | loss: 0.031141 | val_loss: 0.0311532 | Time: 1800.59 ms
[2021-12-02 02:30:14 main:581] : INFO : Epoch 1850 | loss: 0.0311407 | val_loss: 0.0311536 | Time: 1791.48 ms
[2021-12-02 02:30:15 main:581] : INFO : Epoch 1851 | loss: 0.0311407 | val_loss: 0.031154 | Time: 1803.77 ms
[2021-12-02 02:30:17 main:581] : INFO : Epoch 1852 | loss: 0.0311405 | val_loss: 0.0311538 | Time: 1795.55 ms
[2021-12-02 02:30:19 main:581] : INFO : Epoch 1853 | loss: 0.0311402 | val_loss: 0.0311573 | Time: 1820.6 ms
[2021-12-02 02:30:21 main:581] : INFO : Epoch 1854 | loss: 0.0311395 | val_loss: 0.0311574 | Time: 1859.89 ms
[2021-12-02 02:30:23 main:581] : INFO : Epoch 1855 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 1858.2 ms
[2021-12-02 02:30:25 main:581] : INFO : Epoch 1856 | loss: 0.0311401 | val_loss: 0.0311573 | Time: 1826.88 ms
[2021-12-02 02:30:27 main:581] : INFO : Epoch 1857 | loss: 0.0311398 | val_loss: 0.0311558 | Time: 1887.49 ms
[2021-12-02 02:30:28 main:581] : INFO : Epoch 1858 | loss: 0.0311385 | val_loss: 0.0311568 | Time: 1830.36 ms
[2021-12-02 02:30:30 main:581] : INFO : Epoch 1859 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 1812.35 ms
[2021-12-02 02:30:32 main:581] : INFO : Epoch 1860 | loss: 0.0311397 | val_loss: 0.0311577 | Time: 1830.4 ms
[2021-12-02 02:30:34 main:581] : INFO : Epoch 1861 | loss: 0.0311401 | val_loss: 0.0311568 | Time: 1791.47 ms
[2021-12-02 02:30:36 main:581] : INFO : Epoch 1862 | loss: 0.031141 | val_loss: 0.0311563 | Time: 1809.7 ms
[2021-12-02 02:30:37 main:581] : INFO : Epoch 1863 | loss: 0.031142 | val_loss: 0.0311621 | Time: 1822.08 ms
[2021-12-02 02:30:39 main:581] : INFO : Epoch 1864 | loss: 0.031143 | val_loss: 0.0311569 | Time: 1808.02 ms
[2021-12-02 02:30:41 main:581] : INFO : Epoch 1865 | loss: 0.0311402 | val_loss: 0.0311563 | Time: 1809.91 ms
[2021-12-02 02:30:43 main:581] : INFO : Epoch 1866 | loss: 0.0311398 | val_loss: 0.0311569 | Time: 1791.36 ms
[2021-12-02 02:30:45 main:581] : INFO : Epoch 1867 | loss: 0.031141 | val_loss: 0.0311573 | Time: 1872.1 ms
[2021-12-02 02:30:47 main:581] : INFO : Epoch 1868 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1812.73 ms
[2021-12-02 02:30:48 main:581] : INFO : Epoch 1869 | loss: 0.0311495 | val_loss: 0.0311591 | Time: 1847.54 ms
[2021-12-02 02:30:50 main:581] : INFO : Epoch 1870 | loss: 0.0311482 | val_loss: 0.0311575 | Time: 1823.03 ms
[2021-12-02 02:30:52 main:581] : INFO : Epoch 1871 | loss: 0.0311466 | val_loss: 0.0311585 | Time: 1807.83 ms
[2021-12-02 02:30:54 main:581] : INFO : Epoch 1872 | loss: 0.0311471 | val_loss: 0.0311563 | Time: 1812.61 ms
[2021-12-02 02:30:56 main:581] : INFO : Epoch 1873 | loss: 0.0311448 | val_loss: 0.0311577 | Time: 1851.59 ms
[2021-12-02 02:30:57 main:581] : INFO : Epoch 1874 | loss: 0.0311484 | val_loss: 0.0311579 | Time: 1810.08 ms
[2021-12-02 02:30:59 main:581] : INFO : Epoch 1875 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1808.25 ms
[2021-12-02 02:31:01 main:581] : INFO : Epoch 1876 | loss: 0.0311473 | val_loss: 0.0311578 | Time: 1834.83 ms
[2021-12-02 02:31:03 main:581] : INFO : Epoch 1877 | loss: 0.0311453 | val_loss: 0.0311562 | Time: 1803.59 ms
[2021-12-02 02:31:05 main:581] : INFO : Epoch 1878 | loss: 0.0311436 | val_loss: 0.0311562 | Time: 1846.81 ms
[2021-12-02 02:31:07 main:581] : INFO : Epoch 1879 | loss: 0.031143 | val_loss: 0.0311565 | Time: 1820.99 ms
[2021-12-02 02:31:08 main:581] : INFO : Epoch 1880 | loss: 0.0311434 | val_loss: 0.0311575 | Time: 1786.16 ms
[2021-12-02 02:31:10 main:581] : INFO : Epoch 1881 | loss: 0.0311418 | val_loss: 0.0311564 | Time: 1879.26 ms
[2021-12-02 02:31:12 main:581] : INFO : Epoch 1882 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 1851.92 ms
[2021-12-02 02:31:14 main:581] : INFO : Epoch 1883 | loss: 0.031177 | val_loss: 0.0311761 | Time: 1863.13 ms
[2021-12-02 02:31:16 main:581] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 1831.62 ms
[2021-12-02 02:31:18 main:581] : INFO : Epoch 1885 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1844.67 ms
[2021-12-02 02:31:20 main:581] : INFO : Epoch 1886 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1862.82 ms
[2021-12-02 02:31:21 main:581] : INFO : Epoch 1887 | loss: 0.0311583 | val_loss: 0.0311668 | Time: 1814.08 ms
[2021-12-02 02:31:23 main:581] : INFO : Epoch 1888 | loss: 0.0311572 | val_loss: 0.031167 | Time: 1790.87 ms
[2021-12-02 02:31:25 main:581] : INFO : Epoch 1889 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 1872.97 ms
[2021-12-02 02:31:27 main:581] : INFO : Epoch 1890 | loss: 0.0311519 | val_loss: 0.031164 | Time: 1845.47 ms
[2021-12-02 02:31:29 main:581] : INFO : Epoch 1891 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 1823.02 ms
[2021-12-02 02:31:30 main:581] : INFO : Epoch 1892 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 1802.48 ms
[2021-12-02 02:31:32 main:581] : INFO : Epoch 1893 | loss: 0.0311534 | val_loss: 0.0311682 | Time: 1815.64 ms
[2021-12-02 02:31:34 main:581] : INFO : Epoch 1894 | loss: 0.0311571 | val_loss: 0.0311643 | Time: 1810.33 ms
[2021-12-02 02:31:36 main:581] : INFO : Epoch 1895 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 1809.41 ms
[2021-12-02 02:31:38 main:581] : INFO : Epoch 1896 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 1811.97 ms
[2021-12-02 02:31:40 main:581] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 1848.16 ms
[2021-12-02 02:31:41 main:581] : INFO : Epoch 1898 | loss: 0.0311494 | val_loss: 0.0311664 | Time: 1818.66 ms
[2021-12-02 02:31:43 main:581] : INFO : Epoch 1899 | loss: 0.0311517 | val_loss: 0.031164 | Time: 1793.57 ms
[2021-12-02 02:31:45 main:581] : INFO : Epoch 1900 | loss: 0.0311505 | val_loss: 0.0311643 | Time: 1828.82 ms
[2021-12-02 02:31:47 main:581] : INFO : Epoch 1901 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 1820.55 ms
[2021-12-02 02:31:49 main:581] : INFO : Epoch 1902 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 1814.8 ms
[2021-12-02 02:31:50 main:581] : INFO : Epoch 1903 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 1799.21 ms
[2021-12-02 02:31:52 main:581] : INFO : Epoch 1904 | loss: 0.031148 | val_loss: 0.0311635 | Time: 1810.94 ms
[2021-12-02 02:31:54 main:581] : INFO : Epoch 1905 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 1840 ms
[2021-12-02 02:31:56 main:581] : INFO : Epoch 1906 | loss: 0.0311464 | val_loss: 0.0311601 | Time: 1824.33 ms
[2021-12-02 02:31:58 main:581] : INFO : Epoch 1907 | loss: 0.031147 | val_loss: 0.0311588 | Time: 1841.34 ms
[2021-12-02 02:32:00 main:581] : INFO : Epoch 1908 | loss: 0.0311481 | val_loss: 0.0311614 | Time: 1873.05 ms
[2021-12-02 02:32:01 main:581] : INFO : Epoch 1909 | loss: 0.031145 | val_loss: 0.0311598 | Time: 1832.42 ms
[2021-12-02 02:32:03 main:581] : INFO : Epoch 1910 | loss: 0.0311475 | val_loss: 0.0311643 | Time: 1859.15 ms
[2021-12-02 02:32:05 main:581] : INFO : Epoch 1911 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 1816.27 ms
[2021-12-02 02:32:07 main:581] : INFO : Epoch 1912 | loss: 0.0311492 | val_loss: 0.0311619 | Time: 1870.97 ms
[2021-12-02 02:32:09 main:581] : INFO : Epoch 1913 | loss: 0.0311478 | val_loss: 0.03116 | Time: 1806.44 ms
[2021-12-02 02:32:11 main:581] : INFO : Epoch 1914 | loss: 0.0311462 | val_loss: 0.0311592 | Time: 1816.47 ms
[2021-12-02 02:32:12 main:581] : INFO : Epoch 1915 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 1841.3 ms
[2021-12-02 02:32:14 main:581] : INFO : Epoch 1916 | loss: 0.0311462 | val_loss: 0.0311657 | Time: 1841 ms
[2021-12-02 02:32:16 main:581] : INFO : Epoch 1917 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 1835.69 ms
[2021-12-02 02:32:18 main:581] : INFO : Epoch 1918 | loss: 0.0311448 | val_loss: 0.0311599 | Time: 1867.31 ms
[2021-12-02 02:32:20 main:581] : INFO : Epoch 1919 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 1854.67 ms
[2021-12-02 02:32:22 main:581] : INFO : Epoch 1920 | loss: 0.0311447 | val_loss: 0.0311601 | Time: 1847.9 ms
[2021-12-02 02:32:24 main:581] : INFO : Epoch 1921 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 1806.2 ms
[2021-12-02 02:32:25 main:581] : INFO : Epoch 1922 | loss: 0.0311411 | val_loss: 0.0311602 | Time: 1851.63 ms
[2021-12-02 02:32:27 main:581] : INFO : Epoch 1923 | loss: 0.0311422 | val_loss: 0.0311604 | Time: 1849.14 ms
[2021-12-02 02:32:29 main:581] : INFO : Epoch 1924 | loss: 0.0311453 | val_loss: 0.0311605 | Time: 1838.67 ms
[2021-12-02 02:32:31 main:581] : INFO : Epoch 1925 | loss: 0.0311434 | val_loss: 0.0311599 | Time: 1816.56 ms
[2021-12-02 02:32:33 main:581] : INFO : Epoch 1926 | loss: 0.0311424 | val_loss: 0.0311577 | Time: 1817.02 ms
[2021-12-02 02:32:35 main:581] : INFO : Epoch 1927 | loss: 0.0311405 | val_loss: 0.0311573 | Time: 1835 ms
[2021-12-02 02:32:36 main:581] : INFO : Epoch 1928 | loss: 0.0311407 | val_loss: 0.0311567 | Time: 1801.51 ms
[2021-12-02 02:32:38 main:581] : INFO : Epoch 1929 | loss: 0.0311429 | val_loss: 0.0311575 | Time: 1820.98 ms
[2021-12-02 02:32:40 main:581] : INFO : Epoch 1930 | loss: 0.0311419 | val_loss: 0.0311616 | Time: 1814.4 ms
[2021-12-02 02:32:42 main:581] : INFO : Epoch 1931 | loss: 0.0311403 | val_loss: 0.0311579 | Time: 1820.9 ms
[2021-12-02 02:32:44 main:581] : INFO : Epoch 1932 | loss: 0.0311394 | val_loss: 0.0311581 | Time: 1805.86 ms
[2021-12-02 02:32:45 main:581] : INFO : Epoch 1933 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1835.95 ms
[2021-12-02 02:32:47 main:581] : INFO : Epoch 1934 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 1799.43 ms
[2021-12-02 02:32:49 main:581] : INFO : Epoch 1935 | loss: 0.031138 | val_loss: 0.0311589 | Time: 1829.48 ms
[2021-12-02 02:32:51 main:581] : INFO : Epoch 1936 | loss: 0.0311384 | val_loss: 0.0311575 | Time: 1781.32 ms
[2021-12-02 02:32:53 main:581] : INFO : Epoch 1937 | loss: 0.0311384 | val_loss: 0.0311619 | Time: 1797.25 ms
[2021-12-02 02:32:54 main:581] : INFO : Epoch 1938 | loss: 0.0311435 | val_loss: 0.0311607 | Time: 1799.05 ms
[2021-12-02 02:32:56 main:581] : INFO : Epoch 1939 | loss: 0.0311434 | val_loss: 0.0311577 | Time: 1810.08 ms
[2021-12-02 02:32:58 main:581] : INFO : Epoch 1940 | loss: 0.0311417 | val_loss: 0.031159 | Time: 1802.65 ms
[2021-12-02 02:33:00 main:581] : INFO : Epoch 1941 | loss: 0.0311406 | val_loss: 0.0311564 | Time: 1837.33 ms
[2021-12-02 02:33:02 main:581] : INFO : Epoch 1942 | loss: 0.0311405 | val_loss: 0.0311595 | Time: 1784.41 ms
[2021-12-02 02:33:03 main:581] : INFO : Epoch 1943 | loss: 0.0311405 | val_loss: 0.0311568 | Time: 1779.16 ms
[2021-12-02 02:33:05 main:581] : INFO : Epoch 1944 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 1814.27 ms
[2021-12-02 02:33:07 main:581] : INFO : Epoch 1945 | loss: 0.0311407 | val_loss: 0.0311569 | Time: 1840.44 ms
[2021-12-02 02:33:09 main:581] : INFO : Epoch 1946 | loss: 0.0311392 | val_loss: 0.0311641 | Time: 1819.79 ms
[2021-12-02 02:33:11 main:581] : INFO : Epoch 1947 | loss: 0.031141 | val_loss: 0.0311597 | Time: 1833.61 ms
[2021-12-02 02:33:13 main:581] : INFO : Epoch 1948 | loss: 0.031142 | val_loss: 0.0311618 | Time: 1839.25 ms
[2021-12-02 02:33:14 main:581] : INFO : Epoch 1949 | loss: 0.0311414 | val_loss: 0.0311595 | Time: 1791.74 ms
[2021-12-02 02:33:16 main:581] : INFO : Epoch 1950 | loss: 0.0311427 | val_loss: 0.0311635 | Time: 1842.73 ms
[2021-12-02 02:33:18 main:581] : INFO : Epoch 1951 | loss: 0.0311427 | val_loss: 0.0311634 | Time: 1842.44 ms
[2021-12-02 02:33:20 main:581] : INFO : Epoch 1952 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 1846.01 ms
[2021-12-02 02:33:22 main:581] : INFO : Epoch 1953 | loss: 0.0311405 | val_loss: 0.03116 | Time: 1832.05 ms
[2021-12-02 02:33:24 main:581] : INFO : Epoch 1954 | loss: 0.0311417 | val_loss: 0.0311622 | Time: 1808.48 ms
[2021-12-02 02:33:25 main:581] : INFO : Epoch 1955 | loss: 0.03114 | val_loss: 0.0311596 | Time: 1802.19 ms
[2021-12-02 02:33:27 main:581] : INFO : Epoch 1956 | loss: 0.0311397 | val_loss: 0.0311614 | Time: 1854.2 ms
[2021-12-02 02:33:29 main:581] : INFO : Epoch 1957 | loss: 0.0311386 | val_loss: 0.0311584 | Time: 1827.17 ms
[2021-12-02 02:33:31 main:581] : INFO : Epoch 1958 | loss: 0.0311373 | val_loss: 0.0311564 | Time: 1800.36 ms
[2021-12-02 02:33:33 main:581] : INFO : Epoch 1959 | loss: 0.0311367 | val_loss: 0.0311611 | Time: 1809.13 ms
[2021-12-02 02:33:34 main:581] : INFO : Epoch 1960 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 1813.23 ms
[2021-12-02 02:33:36 main:581] : INFO : Epoch 1961 | loss: 0.0311367 | val_loss: 0.0311575 | Time: 1827.61 ms
[2021-12-02 02:33:38 main:581] : INFO : Epoch 1962 | loss: 0.0311357 | val_loss: 0.0311575 | Time: 1843.23 ms
[2021-12-02 02:33:40 main:581] : INFO : Epoch 1963 | loss: 0.0311356 | val_loss: 0.031157 | Time: 1822.48 ms
[2021-12-02 02:33:42 main:581] : INFO : Epoch 1964 | loss: 0.0311361 | val_loss: 0.0311605 | Time: 1842.38 ms
[2021-12-02 02:33:44 main:581] : INFO : Epoch 1965 | loss: 0.0311376 | val_loss: 0.0311603 | Time: 1820.07 ms
[2021-12-02 02:33:45 main:581] : INFO : Epoch 1966 | loss: 0.0311368 | val_loss: 0.0311593 | Time: 1818.18 ms
[2021-12-02 02:33:47 main:581] : INFO : Epoch 1967 | loss: 0.0311352 | val_loss: 0.0311571 | Time: 1836.25 ms
[2021-12-02 02:33:49 main:581] : INFO : Epoch 1968 | loss: 0.031136 | val_loss: 0.0311574 | Time: 1825.1 ms
[2021-12-02 02:33:51 main:581] : INFO : Epoch 1969 | loss: 0.0311372 | val_loss: 0.0311631 | Time: 1781.68 ms
[2021-12-02 02:33:53 main:581] : INFO : Epoch 1970 | loss: 0.0311363 | val_loss: 0.0311575 | Time: 1804.76 ms
[2021-12-02 02:33:55 main:581] : INFO : Epoch 1971 | loss: 0.0311417 | val_loss: 0.0311569 | Time: 1818.92 ms
[2021-12-02 02:33:56 main:581] : INFO : Epoch 1972 | loss: 0.0311433 | val_loss: 0.031162 | Time: 1784.92 ms
[2021-12-02 02:33:58 main:581] : INFO : Epoch 1973 | loss: 0.0311476 | val_loss: 0.0311604 | Time: 1801.98 ms
[2021-12-02 02:34:00 main:581] : INFO : Epoch 1974 | loss: 0.0311494 | val_loss: 0.0311573 | Time: 1843.23 ms
[2021-12-02 02:34:02 main:581] : INFO : Epoch 1975 | loss: 0.0311481 | val_loss: 0.0311556 | Time: 1847.95 ms
[2021-12-02 02:34:04 main:581] : INFO : Epoch 1976 | loss: 0.0311472 | val_loss: 0.0311569 | Time: 1815.82 ms
[2021-12-02 02:34:05 main:581] : INFO : Epoch 1977 | loss: 0.0311466 | val_loss: 0.0311573 | Time: 1785.12 ms
[2021-12-02 02:34:07 main:581] : INFO : Epoch 1978 | loss: 0.0311458 | val_loss: 0.031155 | Time: 1824.23 ms
[2021-12-02 02:34:09 main:581] : INFO : Epoch 1979 | loss: 0.0311453 | val_loss: 0.0311551 | Time: 1789.13 ms
[2021-12-02 02:34:11 main:581] : INFO : Epoch 1980 | loss: 0.0311443 | val_loss: 0.0311548 | Time: 1865.35 ms
[2021-12-02 02:34:13 main:581] : INFO : Epoch 1981 | loss: 0.031143 | val_loss: 0.0311566 | Time: 1828.07 ms
[2021-12-02 02:34:14 main:581] : INFO : Epoch 1982 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 1785.24 ms
[2021-12-02 02:34:16 main:581] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0311589 | Time: 1793.44 ms
[2021-12-02 02:34:18 main:581] : INFO : Epoch 1984 | loss: 0.0311469 | val_loss: 0.031161 | Time: 1784.32 ms
[2021-12-02 02:34:20 main:581] : INFO : Epoch 1985 | loss: 0.0311504 | val_loss: 0.0311631 | Time: 1845.7 ms
[2021-12-02 02:34:22 main:581] : INFO : Epoch 1986 | loss: 0.0311494 | val_loss: 0.0311624 | Time: 1801.39 ms
[2021-12-02 02:34:24 main:581] : INFO : Epoch 1987 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 1804.3 ms
[2021-12-02 02:34:25 main:581] : INFO : Epoch 1988 | loss: 0.0311474 | val_loss: 0.0311586 | Time: 1815.34 ms
[2021-12-02 02:34:27 main:581] : INFO : Epoch 1989 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 1887.62 ms
[2021-12-02 02:34:29 main:581] : INFO : Epoch 1990 | loss: 0.0311493 | val_loss: 0.0311631 | Time: 1838.92 ms
[2021-12-02 02:34:31 main:581] : INFO : Epoch 1991 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1817.49 ms
[2021-12-02 02:34:33 main:581] : INFO : Epoch 1992 | loss: 0.0390807 | val_loss: 0.0418346 | Time: 1821.81 ms
[2021-12-02 02:34:34 main:581] : INFO : Epoch 1993 | loss: 0.0463652 | val_loss: 0.0327928 | Time: 1785.87 ms
[2021-12-02 02:34:36 main:581] : INFO : Epoch 1994 | loss: 0.0322264 | val_loss: 0.0317984 | Time: 1777.21 ms
[2021-12-02 02:34:38 main:581] : INFO : Epoch 1995 | loss: 0.0314588 | val_loss: 0.0313358 | Time: 1818.87 ms
[2021-12-02 02:34:40 main:581] : INFO : Epoch 1996 | loss: 0.0312909 | val_loss: 0.0312576 | Time: 1845.26 ms
[2021-12-02 02:34:42 main:581] : INFO : Epoch 1997 | loss: 0.0312555 | val_loss: 0.0312494 | Time: 1815.22 ms
[2021-12-02 02:34:44 main:581] : INFO : Epoch 1998 | loss: 0.0312475 | val_loss: 0.0312455 | Time: 1849.67 ms
[2021-12-02 02:34:45 main:581] : INFO : Epoch 1999 | loss: 0.0312446 | val_loss: 0.0312423 | Time: 1860.38 ms
[2021-12-02 02:34:47 main:581] : INFO : Epoch 2000 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 1805.62 ms
[2021-12-02 02:34:49 main:581] : INFO : Epoch 2001 | loss: 0.0312397 | val_loss: 0.0312377 | Time: 1828.08 ms
[2021-12-02 02:34:51 main:581] : INFO : Epoch 2002 | loss: 0.0312371 | val_loss: 0.0312343 | Time: 1812.93 ms
[2021-12-02 02:34:53 main:581] : INFO : Epoch 2003 | loss: 0.0312346 | val_loss: 0.0312304 | Time: 1832.97 ms
[2021-12-02 02:34:55 main:581] : INFO : Epoch 2004 | loss: 0.0312302 | val_loss: 0.031225 | Time: 1783.77 ms
[2021-12-02 02:34:56 main:581] : INFO : Epoch 2005 | loss: 0.0312248 | val_loss: 0.0312195 | Time: 1812.41 ms
[2021-12-02 02:34:58 main:581] : INFO : Epoch 2006 | loss: 0.0312206 | val_loss: 0.0312151 | Time: 1825.19 ms
[2021-12-02 02:35:00 main:581] : INFO : Epoch 2007 | loss: 0.0312167 | val_loss: 0.0312113 | Time: 1851.99 ms
[2021-12-02 02:35:02 main:581] : INFO : Epoch 2008 | loss: 0.0312144 | val_loss: 0.0312074 | Time: 1830.75 ms
[2021-12-02 02:35:04 main:581] : INFO : Epoch 2009 | loss: 0.0312107 | val_loss: 0.0312043 | Time: 1812.87 ms
[2021-12-02 02:35:05 main:581] : INFO : Epoch 2010 | loss: 0.0312077 | val_loss: 0.0312028 | Time: 1813.63 ms
[2021-12-02 02:35:07 main:581] : INFO : Epoch 2011 | loss: 0.0312063 | val_loss: 0.0312021 | Time: 1805.05 ms
[2021-12-02 02:35:09 main:581] : INFO : Epoch 2012 | loss: 0.0312059 | val_loss: 0.0312012 | Time: 1848.42 ms
[2021-12-02 02:35:11 main:581] : INFO : Epoch 2013 | loss: 0.0312044 | val_loss: 0.0312009 | Time: 1802.93 ms
[2021-12-02 02:35:13 main:581] : INFO : Epoch 2014 | loss: 0.0312029 | val_loss: 0.0311987 | Time: 1814.22 ms
[2021-12-02 02:35:15 main:581] : INFO : Epoch 2015 | loss: 0.031201 | val_loss: 0.0311967 | Time: 1802.45 ms
[2021-12-02 02:35:16 main:581] : INFO : Epoch 2016 | loss: 0.0311989 | val_loss: 0.0311953 | Time: 1838.12 ms
[2021-12-02 02:35:18 main:581] : INFO : Epoch 2017 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 1792.31 ms
[2021-12-02 02:35:20 main:581] : INFO : Epoch 2018 | loss: 0.0311973 | val_loss: 0.0311963 | Time: 1840.54 ms
[2021-12-02 02:35:22 main:581] : INFO : Epoch 2019 | loss: 0.0311961 | val_loss: 0.0311952 | Time: 1817.7 ms
[2021-12-02 02:35:24 main:581] : INFO : Epoch 2020 | loss: 0.0311952 | val_loss: 0.031194 | Time: 1828.47 ms
[2021-12-02 02:35:25 main:581] : INFO : Epoch 2021 | loss: 0.031194 | val_loss: 0.0311934 | Time: 1811.75 ms
[2021-12-02 02:35:27 main:581] : INFO : Epoch 2022 | loss: 0.0311928 | val_loss: 0.0311923 | Time: 1810.29 ms
[2021-12-02 02:35:29 main:581] : INFO : Epoch 2023 | loss: 0.0311916 | val_loss: 0.031193 | Time: 1829.73 ms
[2021-12-02 02:35:31 main:581] : INFO : Epoch 2024 | loss: 0.0311912 | val_loss: 0.031192 | Time: 1809.89 ms
[2021-12-02 02:35:33 main:581] : INFO : Epoch 2025 | loss: 0.0311909 | val_loss: 0.031191 | Time: 1793.41 ms
[2021-12-02 02:35:35 main:581] : INFO : Epoch 2026 | loss: 0.0311904 | val_loss: 0.0311907 | Time: 1788.44 ms
[2021-12-02 02:35:36 main:581] : INFO : Epoch 2027 | loss: 0.03119 | val_loss: 0.0311888 | Time: 1831.47 ms
[2021-12-02 02:35:38 main:581] : INFO : Epoch 2028 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 1802.22 ms
[2021-12-02 02:35:40 main:581] : INFO : Epoch 2029 | loss: 0.0311895 | val_loss: 0.0311882 | Time: 1826.4 ms
[2021-12-02 02:35:42 main:581] : INFO : Epoch 2030 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 1827.37 ms
[2021-12-02 02:35:44 main:581] : INFO : Epoch 2031 | loss: 0.0311869 | val_loss: 0.031187 | Time: 1800.65 ms
[2021-12-02 02:35:45 main:581] : INFO : Epoch 2032 | loss: 0.0311858 | val_loss: 0.031187 | Time: 1829.74 ms
[2021-12-02 02:35:47 main:581] : INFO : Epoch 2033 | loss: 0.031186 | val_loss: 0.0311864 | Time: 1817.74 ms
[2021-12-02 02:35:49 main:581] : INFO : Epoch 2034 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 1858.37 ms
[2021-12-02 02:35:51 main:581] : INFO : Epoch 2035 | loss: 0.0311869 | val_loss: 0.0311915 | Time: 1878.19 ms
[2021-12-02 02:35:53 main:581] : INFO : Epoch 2036 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 1807.28 ms
[2021-12-02 02:35:55 main:581] : INFO : Epoch 2037 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 1815.5 ms
[2021-12-02 02:35:56 main:581] : INFO : Epoch 2038 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 1809.29 ms
[2021-12-02 02:35:58 main:581] : INFO : Epoch 2039 | loss: 0.0311829 | val_loss: 0.031184 | Time: 1851.39 ms
[2021-12-02 02:36:00 main:581] : INFO : Epoch 2040 | loss: 0.031183 | val_loss: 0.0311844 | Time: 1841.23 ms
[2021-12-02 02:36:02 main:581] : INFO : Epoch 2041 | loss: 0.0311819 | val_loss: 0.0311826 | Time: 1789.62 ms
[2021-12-02 02:36:04 main:581] : INFO : Epoch 2042 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 1815.19 ms
[2021-12-02 02:36:06 main:581] : INFO : Epoch 2043 | loss: 0.0311823 | val_loss: 0.0311816 | Time: 1786.91 ms
[2021-12-02 02:36:07 main:581] : INFO : Epoch 2044 | loss: 0.0311828 | val_loss: 0.031184 | Time: 1802.49 ms
[2021-12-02 02:36:09 main:581] : INFO : Epoch 2045 | loss: 0.0311822 | val_loss: 0.0311815 | Time: 1783.89 ms
[2021-12-02 02:36:11 main:581] : INFO : Epoch 2046 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 1814.48 ms
[2021-12-02 02:36:13 main:581] : INFO : Epoch 2047 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1799.59 ms
[2021-12-02 02:36:15 main:581] : INFO : Epoch 2048 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 1807.11 ms
[2021-12-02 02:36:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311805
[2021-12-02 02:36:15 main:610] : INFO : Saving end state to config to file
[2021-12-02 02:36:15 main:615] : INFO : Success, exiting..
02:36:15 (3242): 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)