Task 14085996
| Name | ParityModified-1647040496-16008-3-0_0 |
| Workunit | 11154517 |
| Created | 30 Mar 2022, 10:04:37 UTC |
| Sent | 6 Apr 2022, 21:55:39 UTC |
| Report deadline | 14 Apr 2022, 21:55:39 UTC |
| Received | 7 Apr 2022, 13:37:25 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 5 min 33 sec |
| CPU time | 1 hours 5 min 7 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311393 | val_loss: 0.0311659 | Time: 1899.02 ms
[2022-04-07 08:20:37 main:574] : INFO : Epoch 1543 | loss: 0.0311388 | val_loss: 0.0311701 | Time: 1902.37 ms
[2022-04-07 08:20:39 main:574] : INFO : Epoch 1544 | loss: 0.0311401 | val_loss: 0.0311649 | Time: 1858.95 ms
[2022-04-07 08:20:41 main:574] : INFO : Epoch 1545 | loss: 0.0311404 | val_loss: 0.0311655 | Time: 1870.36 ms
[2022-04-07 08:20:43 main:574] : INFO : Epoch 1546 | loss: 0.0311376 | val_loss: 0.0311667 | Time: 1870.61 ms
[2022-04-07 08:20:44 main:574] : INFO : Epoch 1547 | loss: 0.0311382 | val_loss: 0.031166 | Time: 1906.37 ms
[2022-04-07 08:20:46 main:574] : INFO : Epoch 1548 | loss: 0.0311387 | val_loss: 0.0311658 | Time: 1891.32 ms
[2022-04-07 08:20:48 main:574] : INFO : Epoch 1549 | loss: 0.0311409 | val_loss: 0.0311708 | Time: 1874.53 ms
[2022-04-07 08:20:50 main:574] : INFO : Epoch 1550 | loss: 0.0311389 | val_loss: 0.0311677 | Time: 1875.01 ms
[2022-04-07 08:20:52 main:574] : INFO : Epoch 1551 | loss: 0.0311437 | val_loss: 0.0311648 | Time: 1907.26 ms
[2022-04-07 08:20:54 main:574] : INFO : Epoch 1552 | loss: 0.0311458 | val_loss: 0.0311646 | Time: 1884.46 ms
[2022-04-07 08:20:56 main:574] : INFO : Epoch 1553 | loss: 0.0311437 | val_loss: 0.0311666 | Time: 1883.9 ms
[2022-04-07 08:20:58 main:574] : INFO : Epoch 1554 | loss: 0.0311421 | val_loss: 0.0311675 | Time: 1889 ms
[2022-04-07 08:21:00 main:574] : INFO : Epoch 1555 | loss: 0.0311413 | val_loss: 0.0311658 | Time: 1896.36 ms
[2022-04-07 08:21:01 main:574] : INFO : Epoch 1556 | loss: 0.0311416 | val_loss: 0.0311638 | Time: 1889.54 ms
[2022-04-07 08:21:03 main:574] : INFO : Epoch 1557 | loss: 0.0311414 | val_loss: 0.0311745 | Time: 1897.18 ms
[2022-04-07 08:21:05 main:574] : INFO : Epoch 1558 | loss: 0.0311429 | val_loss: 0.0311706 | Time: 1877.37 ms
[2022-04-07 08:21:07 main:574] : INFO : Epoch 1559 | loss: 0.0311424 | val_loss: 0.0311686 | Time: 1893.23 ms
[2022-04-07 08:21:09 main:574] : INFO : Epoch 1560 | loss: 0.0311451 | val_loss: 0.0311678 | Time: 1886.18 ms
[2022-04-07 08:21:11 main:574] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311685 | Time: 1874.44 ms
[2022-04-07 08:21:13 main:574] : INFO : Epoch 1562 | loss: 0.0311407 | val_loss: 0.0311733 | Time: 1867.84 ms
[2022-04-07 08:21:15 main:574] : INFO : Epoch 1563 | loss: 0.0311394 | val_loss: 0.0311748 | Time: 1877.91 ms
[2022-04-07 08:21:17 main:574] : INFO : Epoch 1564 | loss: 0.031138 | val_loss: 0.0311711 | Time: 1905.76 ms
[2022-04-07 08:21:18 main:574] : INFO : Epoch 1565 | loss: 0.0311384 | val_loss: 0.0311768 | Time: 1879.32 ms
[2022-04-07 08:21:20 main:574] : INFO : Epoch 1566 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 1883.02 ms
[2022-04-07 08:21:22 main:574] : INFO : Epoch 1567 | loss: 0.0311393 | val_loss: 0.0311693 | Time: 1879.44 ms
[2022-04-07 08:21:24 main:574] : INFO : Epoch 1568 | loss: 0.0311392 | val_loss: 0.0311707 | Time: 1873.27 ms
[2022-04-07 08:21:26 main:574] : INFO : Epoch 1569 | loss: 0.031141 | val_loss: 0.0311698 | Time: 1865.71 ms
[2022-04-07 08:21:28 main:574] : INFO : Epoch 1570 | loss: 0.0311414 | val_loss: 0.0311684 | Time: 1868.19 ms
[2022-04-07 08:21:30 main:574] : INFO : Epoch 1571 | loss: 0.0311413 | val_loss: 0.0311723 | Time: 1861.91 ms
[2022-04-07 08:21:32 main:574] : INFO : Epoch 1572 | loss: 0.0311381 | val_loss: 0.0311672 | Time: 1884.03 ms
[2022-04-07 08:21:33 main:574] : INFO : Epoch 1573 | loss: 0.0311396 | val_loss: 0.031169 | Time: 1881.13 ms
[2022-04-07 08:21:35 main:574] : INFO : Epoch 1574 | loss: 0.0311404 | val_loss: 0.03117 | Time: 1934.16 ms
[2022-04-07 08:21:37 main:574] : INFO : Epoch 1575 | loss: 0.0311424 | val_loss: 0.0311739 | Time: 1899.58 ms
[2022-04-07 08:21:39 main:574] : INFO : Epoch 1576 | loss: 0.0311481 | val_loss: 0.0311729 | Time: 1911.54 ms
[2022-04-07 08:21:41 main:574] : INFO : Epoch 1577 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 1919.74 ms
[2022-04-07 08:21:43 main:574] : INFO : Epoch 1578 | loss: 0.0311444 | val_loss: 0.0311669 | Time: 1897.85 ms
[2022-04-07 08:21:45 main:574] : INFO : Epoch 1579 | loss: 0.0311426 | val_loss: 0.0311673 | Time: 1911.23 ms
[2022-04-07 08:21:47 main:574] : INFO : Epoch 1580 | loss: 0.0311407 | val_loss: 0.0311692 | Time: 1902.09 ms
[2022-04-07 08:21:49 main:574] : INFO : Epoch 1581 | loss: 0.031142 | val_loss: 0.0311692 | Time: 1899.03 ms
[2022-04-07 08:21:51 main:574] : INFO : Epoch 1582 | loss: 0.0311436 | val_loss: 0.0311686 | Time: 1880.4 ms
[2022-04-07 08:21:53 main:574] : INFO : Epoch 1583 | loss: 0.0311428 | val_loss: 0.0311667 | Time: 1898.39 ms
[2022-04-07 08:21:54 main:574] : INFO : Epoch 1584 | loss: 0.0311411 | val_loss: 0.0311687 | Time: 1883.18 ms
[2022-04-07 08:21:56 main:574] : INFO : Epoch 1585 | loss: 0.0311421 | val_loss: 0.0311732 | Time: 1891.89 ms
[2022-04-07 08:21:58 main:574] : INFO : Epoch 1586 | loss: 0.0311435 | val_loss: 0.031175 | Time: 1872.31 ms
[2022-04-07 08:22:00 main:574] : INFO : Epoch 1587 | loss: 0.0311432 | val_loss: 0.0311672 | Time: 1863.14 ms
[2022-04-07 08:22:02 main:574] : INFO : Epoch 1588 | loss: 0.0311423 | val_loss: 0.0311695 | Time: 1874.98 ms
[2022-04-07 08:22:04 main:574] : INFO : Epoch 1589 | loss: 0.0311417 | val_loss: 0.0311661 | Time: 1899.06 ms
[2022-04-07 08:22:06 main:574] : INFO : Epoch 1590 | loss: 0.0311433 | val_loss: 0.0311682 | Time: 1886.95 ms
[2022-04-07 08:22:08 main:574] : INFO : Epoch 1591 | loss: 0.0311442 | val_loss: 0.0311689 | Time: 1878.77 ms
[2022-04-07 08:22:10 main:574] : INFO : Epoch 1592 | loss: 0.0311427 | val_loss: 0.0311684 | Time: 1861.39 ms
[2022-04-07 08:22:11 main:574] : INFO : Epoch 1593 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1866.83 ms
[2022-04-07 08:22:13 main:574] : INFO : Epoch 1594 | loss: 0.0311417 | val_loss: 0.0311702 | Time: 1860.88 ms
[2022-04-07 08:22:15 main:574] : INFO : Epoch 1595 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 1858.52 ms
[2022-04-07 08:22:17 main:574] : INFO : Epoch 1596 | loss: 0.0311476 | val_loss: 0.0311692 | Time: 1859.35 ms
[2022-04-07 08:22:19 main:574] : INFO : Epoch 1597 | loss: 0.0311454 | val_loss: 0.031176 | Time: 1855.08 ms
[2022-04-07 08:22:21 main:574] : INFO : Epoch 1598 | loss: 0.0311461 | val_loss: 0.0311692 | Time: 1853.57 ms
[2022-04-07 08:22:23 main:574] : INFO : Epoch 1599 | loss: 0.0311426 | val_loss: 0.0311664 | Time: 1866.76 ms
[2022-04-07 08:22:24 main:574] : INFO : Epoch 1600 | loss: 0.0311416 | val_loss: 0.0311671 | Time: 1863.66 ms
[2022-04-07 08:22:26 main:574] : INFO : Epoch 1601 | loss: 0.0311425 | val_loss: 0.0311763 | Time: 1857.95 ms
[2022-04-07 08:22:28 main:574] : INFO : Epoch 1602 | loss: 0.0311542 | val_loss: 0.0311768 | Time: 1873.53 ms
[2022-04-07 08:22:30 main:574] : INFO : Epoch 1603 | loss: 0.031152 | val_loss: 0.0311724 | Time: 1854.68 ms
[2022-04-07 08:22:32 main:574] : INFO : Epoch 1604 | loss: 0.0311433 | val_loss: 0.0311708 | Time: 1860.6 ms
[2022-04-07 08:22:34 main:574] : INFO : Epoch 1605 | loss: 0.031141 | val_loss: 0.031167 | Time: 1867.67 ms
[2022-04-07 08:22:36 main:574] : INFO : Epoch 1606 | loss: 0.03114 | val_loss: 0.0311687 | Time: 1863.24 ms
[2022-04-07 08:22:38 main:574] : INFO : Epoch 1607 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 1869.05 ms
[2022-04-07 08:22:39 main:574] : INFO : Epoch 1608 | loss: 0.0311373 | val_loss: 0.0311686 | Time: 1864.3 ms
[2022-04-07 08:22:41 main:574] : INFO : Epoch 1609 | loss: 0.0311371 | val_loss: 0.0311713 | Time: 1865.12 ms
[2022-04-07 08:22:43 main:574] : INFO : Epoch 1610 | loss: 0.0311379 | val_loss: 0.0311705 | Time: 1853.35 ms
[2022-04-07 08:22:45 main:574] : INFO : Epoch 1611 | loss: 0.0311375 | val_loss: 0.0311683 | Time: 1849.56 ms
[2022-04-07 08:22:47 main:574] : INFO : Epoch 1612 | loss: 0.0311361 | val_loss: 0.03117 | Time: 1872.9 ms
[2022-04-07 08:22:49 main:574] : INFO : Epoch 1613 | loss: 0.0311358 | val_loss: 0.0311706 | Time: 1871.17 ms
[2022-04-07 08:22:51 main:574] : INFO : Epoch 1614 | loss: 0.0311415 | val_loss: 0.0311698 | Time: 1870.87 ms
[2022-04-07 08:22:52 main:574] : INFO : Epoch 1615 | loss: 0.03115 | val_loss: 0.0311683 | Time: 1856.05 ms
[2022-04-07 08:22:54 main:574] : INFO : Epoch 1616 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1862.61 ms
[2022-04-07 08:22:56 main:574] : INFO : Epoch 1617 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 1863.88 ms
[2022-04-07 08:22:58 main:574] : INFO : Epoch 1618 | loss: 0.0311498 | val_loss: 0.0311664 | Time: 1860.85 ms
[2022-04-07 08:23:00 main:574] : INFO : Epoch 1619 | loss: 0.0311474 | val_loss: 0.03117 | Time: 1863.22 ms
[2022-04-07 08:23:02 main:574] : INFO : Epoch 1620 | loss: 0.0311445 | val_loss: 0.0311714 | Time: 1877.13 ms
[2022-04-07 08:23:04 main:574] : INFO : Epoch 1621 | loss: 0.0311445 | val_loss: 0.0311699 | Time: 1852.85 ms
[2022-04-07 08:23:06 main:574] : INFO : Epoch 1622 | loss: 0.0311448 | val_loss: 0.0311701 | Time: 1861.33 ms
[2022-04-07 08:23:07 main:574] : INFO : Epoch 1623 | loss: 0.0311415 | val_loss: 0.0311711 | Time: 1886.1 ms
[2022-04-07 08:23:09 main:574] : INFO : Epoch 1624 | loss: 0.0311425 | val_loss: 0.0311757 | Time: 1855.07 ms
[2022-04-07 08:23:11 main:574] : INFO : Epoch 1625 | loss: 0.0311434 | val_loss: 0.0311748 | Time: 1871.64 ms
[2022-04-07 08:23:13 main:574] : INFO : Epoch 1626 | loss: 0.0311395 | val_loss: 0.0311717 | Time: 1861.99 ms
[2022-04-07 08:23:15 main:574] : INFO : Epoch 1627 | loss: 0.0311397 | val_loss: 0.0311689 | Time: 1847.66 ms
[2022-04-07 08:23:17 main:574] : INFO : Epoch 1628 | loss: 0.0311391 | val_loss: 0.0311695 | Time: 1871.35 ms
[2022-04-07 08:23:19 main:574] : INFO : Epoch 1629 | loss: 0.0311432 | val_loss: 0.0311719 | Time: 1882.47 ms
[2022-04-07 08:23:21 main:574] : INFO : Epoch 1630 | loss: 0.0311428 | val_loss: 0.0311692 | Time: 1877.05 ms
[2022-04-07 08:23:22 main:574] : INFO : Epoch 1631 | loss: 0.0311412 | val_loss: 0.0311707 | Time: 1880.44 ms
[2022-04-07 08:23:24 main:574] : INFO : Epoch 1632 | loss: 0.0311423 | val_loss: 0.0311721 | Time: 1874.76 ms
[2022-04-07 08:23:26 main:574] : INFO : Epoch 1633 | loss: 0.0311412 | val_loss: 0.0311714 | Time: 1855.39 ms
[2022-04-07 08:23:28 main:574] : INFO : Epoch 1634 | loss: 0.0311456 | val_loss: 0.0311768 | Time: 1879.65 ms
[2022-04-07 08:23:30 main:574] : INFO : Epoch 1635 | loss: 0.0311412 | val_loss: 0.0311685 | Time: 1859.05 ms
[2022-04-07 08:23:32 main:574] : INFO : Epoch 1636 | loss: 0.0311393 | val_loss: 0.0311686 | Time: 1868.41 ms
[2022-04-07 08:23:34 main:574] : INFO : Epoch 1637 | loss: 0.0311395 | val_loss: 0.0311655 | Time: 1868.24 ms
[2022-04-07 08:23:36 main:574] : INFO : Epoch 1638 | loss: 0.0311374 | val_loss: 0.0311671 | Time: 1869.92 ms
[2022-04-07 08:23:37 main:574] : INFO : Epoch 1639 | loss: 0.0311358 | val_loss: 0.0311726 | Time: 1862.26 ms
[2022-04-07 08:23:39 main:574] : INFO : Epoch 1640 | loss: 0.0311376 | val_loss: 0.0311678 | Time: 1859.94 ms
[2022-04-07 08:23:41 main:574] : INFO : Epoch 1641 | loss: 0.0311362 | val_loss: 0.0311706 | Time: 1865.71 ms
[2022-04-07 08:23:43 main:574] : INFO : Epoch 1642 | loss: 0.0311389 | val_loss: 0.0311718 | Time: 1886.58 ms
[2022-04-07 08:23:45 main:574] : INFO : Epoch 1643 | loss: 0.0311388 | val_loss: 0.0311705 | Time: 1870.83 ms
[2022-04-07 08:23:47 main:574] : INFO : Epoch 1644 | loss: 0.0311384 | val_loss: 0.0311701 | Time: 1868.38 ms
[2022-04-07 08:23:49 main:574] : INFO : Epoch 1645 | loss: 0.0311381 | val_loss: 0.0311697 | Time: 1883.93 ms
[2022-04-07 08:23:51 main:574] : INFO : Epoch 1646 | loss: 0.0311376 | val_loss: 0.0311686 | Time: 1885.56 ms
[2022-04-07 08:23:52 main:574] : INFO : Epoch 1647 | loss: 0.0311382 | val_loss: 0.0311686 | Time: 1881.86 ms
[2022-04-07 08:23:54 main:574] : INFO : Epoch 1648 | loss: 0.0311369 | val_loss: 0.0311703 | Time: 1864.04 ms
[2022-04-07 08:23:56 main:574] : INFO : Epoch 1649 | loss: 0.0311357 | val_loss: 0.0311716 | Time: 1864.44 ms
[2022-04-07 08:23:58 main:574] : INFO : Epoch 1650 | loss: 0.031136 | val_loss: 0.0311693 | Time: 1859.14 ms
[2022-04-07 08:24:00 main:574] : INFO : Epoch 1651 | loss: 0.0311357 | val_loss: 0.0311686 | Time: 1857.94 ms
[2022-04-07 08:24:02 main:574] : INFO : Epoch 1652 | loss: 0.0311358 | val_loss: 0.0311688 | Time: 1868.1 ms
[2022-04-07 08:24:04 main:574] : INFO : Epoch 1653 | loss: 0.0311363 | val_loss: 0.0311674 | Time: 1865.73 ms
[2022-04-07 08:24:06 main:574] : INFO : Epoch 1654 | loss: 0.0311345 | val_loss: 0.0311696 | Time: 1873.09 ms
[2022-04-07 08:24:07 main:574] : INFO : Epoch 1655 | loss: 0.0311339 | val_loss: 0.0311709 | Time: 1871.45 ms
[2022-04-07 08:24:09 main:574] : INFO : Epoch 1656 | loss: 0.0311349 | val_loss: 0.0311697 | Time: 1861.99 ms
[2022-04-07 08:24:11 main:574] : INFO : Epoch 1657 | loss: 0.0311365 | val_loss: 0.0311697 | Time: 1866.4 ms
[2022-04-07 08:24:13 main:574] : INFO : Epoch 1658 | loss: 0.0311367 | val_loss: 0.0311681 | Time: 1858.04 ms
[2022-04-07 08:24:15 main:574] : INFO : Epoch 1659 | loss: 0.0311348 | val_loss: 0.0311702 | Time: 1866.9 ms
[2022-04-07 08:24:17 main:574] : INFO : Epoch 1660 | loss: 0.0311341 | val_loss: 0.0311722 | Time: 1873.22 ms
[2022-04-07 08:24:19 main:574] : INFO : Epoch 1661 | loss: 0.0311338 | val_loss: 0.0311711 | Time: 1859.27 ms
[2022-04-07 08:24:20 main:574] : INFO : Epoch 1662 | loss: 0.0311349 | val_loss: 0.0311689 | Time: 1861.58 ms
[2022-04-07 08:24:22 main:574] : INFO : Epoch 1663 | loss: 0.0311356 | val_loss: 0.0311702 | Time: 1859.23 ms
[2022-04-07 08:24:24 main:574] : INFO : Epoch 1664 | loss: 0.0311358 | val_loss: 0.03117 | Time: 1866.03 ms
[2022-04-07 08:24:26 main:574] : INFO : Epoch 1665 | loss: 0.0311407 | val_loss: 0.0311701 | Time: 1871.46 ms
[2022-04-07 08:24:28 main:574] : INFO : Epoch 1666 | loss: 0.0311396 | val_loss: 0.0311669 | Time: 1865.51 ms
[2022-04-07 08:24:30 main:574] : INFO : Epoch 1667 | loss: 0.0311401 | val_loss: 0.0311738 | Time: 1866.63 ms
[2022-04-07 08:24:32 main:574] : INFO : Epoch 1668 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 1868.91 ms
[2022-04-07 08:24:34 main:574] : INFO : Epoch 1669 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1867.9 ms
[2022-04-07 08:24:35 main:574] : INFO : Epoch 1670 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 1861.34 ms
[2022-04-07 08:24:37 main:574] : INFO : Epoch 1671 | loss: 0.03116 | val_loss: 0.0311715 | Time: 1864.67 ms
[2022-04-07 08:24:39 main:574] : INFO : Epoch 1672 | loss: 0.031154 | val_loss: 0.0311671 | Time: 1863.85 ms
[2022-04-07 08:24:41 main:574] : INFO : Epoch 1673 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 1879.41 ms
[2022-04-07 08:24:43 main:574] : INFO : Epoch 1674 | loss: 0.0311481 | val_loss: 0.0311629 | Time: 1849.7 ms
[2022-04-07 08:24:45 main:574] : INFO : Epoch 1675 | loss: 0.0311483 | val_loss: 0.0311659 | Time: 1867.18 ms
[2022-04-07 08:24:47 main:574] : INFO : Epoch 1676 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1865.39 ms
[2022-04-07 08:24:49 main:574] : INFO : Epoch 1677 | loss: 0.0311453 | val_loss: 0.0311634 | Time: 1861.17 ms
[2022-04-07 08:24:50 main:574] : INFO : Epoch 1678 | loss: 0.0311441 | val_loss: 0.0311647 | Time: 1864.07 ms
[2022-04-07 08:24:52 main:574] : INFO : Epoch 1679 | loss: 0.0311476 | val_loss: 0.0311666 | Time: 1882.62 ms
[2022-04-07 08:24:54 main:574] : INFO : Epoch 1680 | loss: 0.0311515 | val_loss: 0.0311687 | Time: 1860.04 ms
[2022-04-07 08:24:56 main:574] : INFO : Epoch 1681 | loss: 0.0311508 | val_loss: 0.031166 | Time: 1861.78 ms
[2022-04-07 08:24:58 main:574] : INFO : Epoch 1682 | loss: 0.0311474 | val_loss: 0.0311631 | Time: 1857.67 ms
[2022-04-07 08:25:00 main:574] : INFO : Epoch 1683 | loss: 0.0311437 | val_loss: 0.0311624 | Time: 1868.52 ms
[2022-04-07 08:25:02 main:574] : INFO : Epoch 1684 | loss: 0.0311416 | val_loss: 0.0311628 | Time: 1869.9 ms
[2022-04-07 08:25:03 main:574] : INFO : Epoch 1685 | loss: 0.0311409 | val_loss: 0.0311636 | Time: 1853.81 ms
[2022-04-07 08:25:05 main:574] : INFO : Epoch 1686 | loss: 0.0311433 | val_loss: 0.0311658 | Time: 1858 ms
[2022-04-07 08:25:07 main:574] : INFO : Epoch 1687 | loss: 0.0311414 | val_loss: 0.0311634 | Time: 1861.84 ms
[2022-04-07 08:25:09 main:574] : INFO : Epoch 1688 | loss: 0.0311405 | val_loss: 0.0311665 | Time: 1863.41 ms
[2022-04-07 08:25:11 main:574] : INFO : Epoch 1689 | loss: 0.0311418 | val_loss: 0.0311635 | Time: 1865.03 ms
[2022-04-07 08:25:13 main:574] : INFO : Epoch 1690 | loss: 0.031141 | val_loss: 0.0311666 | Time: 1863.75 ms
[2022-04-07 08:25:15 main:574] : INFO : Epoch 1691 | loss: 0.031139 | val_loss: 0.031163 | Time: 1865.52 ms
[2022-04-07 08:25:17 main:574] : INFO : Epoch 1692 | loss: 0.031138 | val_loss: 0.0311646 | Time: 1861.45 ms
[2022-04-07 08:25:18 main:574] : INFO : Epoch 1693 | loss: 0.0311384 | val_loss: 0.0311614 | Time: 1868.76 ms
[2022-04-07 08:25:20 main:574] : INFO : Epoch 1694 | loss: 0.0311387 | val_loss: 0.031162 | Time: 1870.94 ms
[2022-04-07 08:25:22 main:574] : INFO : Epoch 1695 | loss: 0.031141 | val_loss: 0.0311615 | Time: 1870.28 ms
[2022-04-07 08:25:24 main:574] : INFO : Epoch 1696 | loss: 0.031137 | val_loss: 0.0311595 | Time: 1871.07 ms
[2022-04-07 08:25:26 main:574] : INFO : Epoch 1697 | loss: 0.0311369 | val_loss: 0.03116 | Time: 1869.37 ms
[2022-04-07 08:25:28 main:574] : INFO : Epoch 1698 | loss: 0.0311362 | val_loss: 0.031164 | Time: 1894.13 ms
[2022-04-07 08:25:30 main:574] : INFO : Epoch 1699 | loss: 0.031138 | val_loss: 0.0311611 | Time: 1890.63 ms
[2022-04-07 08:25:32 main:574] : INFO : Epoch 1700 | loss: 0.0311358 | val_loss: 0.0311667 | Time: 1873.98 ms
[2022-04-07 08:25:33 main:574] : INFO : Epoch 1701 | loss: 0.0311392 | val_loss: 0.0311677 | Time: 1886.87 ms
[2022-04-07 08:25:35 main:574] : INFO : Epoch 1702 | loss: 0.0311407 | val_loss: 0.031164 | Time: 1869.33 ms
[2022-04-07 08:25:37 main:574] : INFO : Epoch 1703 | loss: 0.0311396 | val_loss: 0.0311674 | Time: 1876.16 ms
[2022-04-07 08:25:39 main:574] : INFO : Epoch 1704 | loss: 0.03114 | val_loss: 0.0311662 | Time: 1870.97 ms
[2022-04-07 08:25:41 main:574] : INFO : Epoch 1705 | loss: 0.031139 | val_loss: 0.031165 | Time: 1851.77 ms
[2022-04-07 08:25:43 main:574] : INFO : Epoch 1706 | loss: 0.0311385 | val_loss: 0.0311686 | Time: 1866.45 ms
[2022-04-07 08:25:45 main:574] : INFO : Epoch 1707 | loss: 0.0311407 | val_loss: 0.0311706 | Time: 1872.66 ms
[2022-04-07 08:25:47 main:574] : INFO : Epoch 1708 | loss: 0.0311382 | val_loss: 0.0311689 | Time: 1865.98 ms
[2022-04-07 08:25:48 main:574] : INFO : Epoch 1709 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 1860.07 ms
[2022-04-07 08:25:50 main:574] : INFO : Epoch 1710 | loss: 0.0311365 | val_loss: 0.0311693 | Time: 1857.71 ms
[2022-04-07 08:25:52 main:574] : INFO : Epoch 1711 | loss: 0.0311389 | val_loss: 0.0311643 | Time: 1854.76 ms
[2022-04-07 08:25:54 main:574] : INFO : Epoch 1712 | loss: 0.0311382 | val_loss: 0.0311652 | Time: 1847.8 ms
[2022-04-07 08:25:56 main:574] : INFO : Epoch 1713 | loss: 0.0311367 | val_loss: 0.031162 | Time: 1860.85 ms
[2022-04-07 08:25:58 main:574] : INFO : Epoch 1714 | loss: 0.0311355 | val_loss: 0.0311643 | Time: 1864.08 ms
[2022-04-07 08:26:00 main:574] : INFO : Epoch 1715 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 1862.88 ms
[2022-04-07 08:26:01 main:574] : INFO : Epoch 1716 | loss: 0.0311382 | val_loss: 0.0311644 | Time: 1863.58 ms
[2022-04-07 08:26:03 main:574] : INFO : Epoch 1717 | loss: 0.0311367 | val_loss: 0.0311659 | Time: 1863.15 ms
[2022-04-07 08:26:05 main:574] : INFO : Epoch 1718 | loss: 0.0311369 | val_loss: 0.0311685 | Time: 1863.06 ms
[2022-04-07 08:26:07 main:574] : INFO : Epoch 1719 | loss: 0.0311365 | val_loss: 0.0311666 | Time: 1861.48 ms
[2022-04-07 08:26:09 main:574] : INFO : Epoch 1720 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 1870.52 ms
[2022-04-07 08:26:11 main:574] : INFO : Epoch 1721 | loss: 0.0311367 | val_loss: 0.0311705 | Time: 1860.39 ms
[2022-04-07 08:26:13 main:574] : INFO : Epoch 1722 | loss: 0.0311369 | val_loss: 0.0311681 | Time: 1852.25 ms
[2022-04-07 08:26:15 main:574] : INFO : Epoch 1723 | loss: 0.0311407 | val_loss: 0.0311672 | Time: 1863.61 ms
[2022-04-07 08:26:16 main:574] : INFO : Epoch 1724 | loss: 0.0311409 | val_loss: 0.031165 | Time: 1863.18 ms
[2022-04-07 08:26:18 main:574] : INFO : Epoch 1725 | loss: 0.0311388 | val_loss: 0.031166 | Time: 1873.9 ms
[2022-04-07 08:26:20 main:574] : INFO : Epoch 1726 | loss: 0.0311373 | val_loss: 0.0311681 | Time: 1860.92 ms
[2022-04-07 08:26:22 main:574] : INFO : Epoch 1727 | loss: 0.0311379 | val_loss: 0.0311675 | Time: 1855.15 ms
[2022-04-07 08:26:24 main:574] : INFO : Epoch 1728 | loss: 0.0311425 | val_loss: 0.0311683 | Time: 1864.01 ms
[2022-04-07 08:26:26 main:574] : INFO : Epoch 1729 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 1863.24 ms
[2022-04-07 08:26:28 main:574] : INFO : Epoch 1730 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1869.72 ms
[2022-04-07 08:26:29 main:574] : INFO : Epoch 1731 | loss: 0.0311496 | val_loss: 0.031163 | Time: 1864.14 ms
[2022-04-07 08:26:31 main:574] : INFO : Epoch 1732 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 1866.01 ms
[2022-04-07 08:26:33 main:574] : INFO : Epoch 1733 | loss: 0.0311492 | val_loss: 0.031162 | Time: 1861.49 ms
[2022-04-07 08:26:35 main:574] : INFO : Epoch 1734 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 1869.26 ms
[2022-04-07 08:26:37 main:574] : INFO : Epoch 1735 | loss: 0.0311455 | val_loss: 0.0311636 | Time: 1861.8 ms
[2022-04-07 08:26:39 main:574] : INFO : Epoch 1736 | loss: 0.0311462 | val_loss: 0.0311637 | Time: 1869.38 ms
[2022-04-07 08:26:41 main:574] : INFO : Epoch 1737 | loss: 0.0311451 | val_loss: 0.0311635 | Time: 1867.51 ms
[2022-04-07 08:26:43 main:574] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.0311716 | Time: 1865.08 ms
[2022-04-07 08:26:44 main:574] : INFO : Epoch 1739 | loss: 0.0311469 | val_loss: 0.0311666 | Time: 1852.65 ms
[2022-04-07 08:26:46 main:574] : INFO : Epoch 1740 | loss: 0.0311442 | val_loss: 0.0311634 | Time: 1857.09 ms
[2022-04-07 08:26:48 main:574] : INFO : Epoch 1741 | loss: 0.0311424 | val_loss: 0.0311647 | Time: 1864.24 ms
[2022-04-07 08:26:50 main:574] : INFO : Epoch 1742 | loss: 0.0311424 | val_loss: 0.0311652 | Time: 1861.04 ms
[2022-04-07 08:26:52 main:574] : INFO : Epoch 1743 | loss: 0.0311408 | val_loss: 0.0311678 | Time: 1864.3 ms
[2022-04-07 08:26:54 main:574] : INFO : Epoch 1744 | loss: 0.0311399 | val_loss: 0.0311672 | Time: 1874.82 ms
[2022-04-07 08:26:56 main:574] : INFO : Epoch 1745 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 1853.94 ms
[2022-04-07 08:26:58 main:574] : INFO : Epoch 1746 | loss: 0.0311427 | val_loss: 0.0311698 | Time: 1854.34 ms
[2022-04-07 08:26:59 main:574] : INFO : Epoch 1747 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 1862.5 ms
[2022-04-07 08:27:01 main:574] : INFO : Epoch 1748 | loss: 0.0311399 | val_loss: 0.0311625 | Time: 1853.46 ms
[2022-04-07 08:27:03 main:574] : INFO : Epoch 1749 | loss: 0.0311407 | val_loss: 0.0311655 | Time: 1874.59 ms
[2022-04-07 08:27:05 main:574] : INFO : Epoch 1750 | loss: 0.0311404 | val_loss: 0.0311631 | Time: 1859.87 ms
[2022-04-07 08:27:07 main:574] : INFO : Epoch 1751 | loss: 0.0311391 | val_loss: 0.0311627 | Time: 1860.1 ms
[2022-04-07 08:27:09 main:574] : INFO : Epoch 1752 | loss: 0.0311385 | val_loss: 0.0311632 | Time: 1874.84 ms
[2022-04-07 08:27:11 main:574] : INFO : Epoch 1753 | loss: 0.0311377 | val_loss: 0.0311602 | Time: 1863.12 ms
[2022-04-07 08:27:12 main:574] : INFO : Epoch 1754 | loss: 0.0311381 | val_loss: 0.0311664 | Time: 1870.3 ms
[2022-04-07 08:27:14 main:574] : INFO : Epoch 1755 | loss: 0.0311392 | val_loss: 0.0311626 | Time: 1875.89 ms
[2022-04-07 08:27:16 main:574] : INFO : Epoch 1756 | loss: 0.0311421 | val_loss: 0.03117 | Time: 1865.36 ms
[2022-04-07 08:27:18 main:574] : INFO : Epoch 1757 | loss: 0.0311423 | val_loss: 0.0311661 | Time: 1859.41 ms
[2022-04-07 08:27:20 main:574] : INFO : Epoch 1758 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 1860.95 ms
[2022-04-07 08:27:22 main:574] : INFO : Epoch 1759 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 1868.83 ms
[2022-04-07 08:27:24 main:574] : INFO : Epoch 1760 | loss: 0.0311425 | val_loss: 0.0311643 | Time: 1864.94 ms
[2022-04-07 08:27:26 main:574] : INFO : Epoch 1761 | loss: 0.0311425 | val_loss: 0.0311671 | Time: 1853.8 ms
[2022-04-07 08:27:27 main:574] : INFO : Epoch 1762 | loss: 0.0311413 | val_loss: 0.0311674 | Time: 1861.8 ms
[2022-04-07 08:27:29 main:574] : INFO : Epoch 1763 | loss: 0.0311432 | val_loss: 0.0311788 | Time: 1860.02 ms
[2022-04-07 08:27:31 main:574] : INFO : Epoch 1764 | loss: 0.0313498 | val_loss: 0.033968 | Time: 1863.86 ms
[2022-04-07 08:27:33 main:574] : INFO : Epoch 1765 | loss: 0.0389226 | val_loss: 0.037191 | Time: 1869.77 ms
[2022-04-07 08:27:35 main:574] : INFO : Epoch 1766 | loss: 0.0361302 | val_loss: 0.0325125 | Time: 1853.21 ms
[2022-04-07 08:27:37 main:574] : INFO : Epoch 1767 | loss: 0.0319025 | val_loss: 0.0314028 | Time: 1872.75 ms
[2022-04-07 08:27:39 main:574] : INFO : Epoch 1768 | loss: 0.0313507 | val_loss: 0.0312792 | Time: 1857.82 ms
[2022-04-07 08:27:40 main:574] : INFO : Epoch 1769 | loss: 0.031268 | val_loss: 0.0312579 | Time: 1871.03 ms
[2022-04-07 08:27:42 main:574] : INFO : Epoch 1770 | loss: 0.0312542 | val_loss: 0.031249 | Time: 1857.42 ms
[2022-04-07 08:27:44 main:574] : INFO : Epoch 1771 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1862.23 ms
[2022-04-07 08:27:46 main:574] : INFO : Epoch 1772 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1877.85 ms
[2022-04-07 08:27:48 main:574] : INFO : Epoch 1773 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 1881.48 ms
[2022-04-07 08:27:50 main:574] : INFO : Epoch 1774 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 1876.97 ms
[2022-04-07 08:27:52 main:574] : INFO : Epoch 1775 | loss: 0.0312421 | val_loss: 0.0312416 | Time: 1870.1 ms
[2022-04-07 08:27:54 main:574] : INFO : Epoch 1776 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1869.19 ms
[2022-04-07 08:27:55 main:574] : INFO : Epoch 1777 | loss: 0.0312399 | val_loss: 0.0312402 | Time: 1866.74 ms
[2022-04-07 08:27:57 main:574] : INFO : Epoch 1778 | loss: 0.0312389 | val_loss: 0.0312382 | Time: 1864.36 ms
[2022-04-07 08:27:59 main:574] : INFO : Epoch 1779 | loss: 0.0312369 | val_loss: 0.0312366 | Time: 1865.05 ms
[2022-04-07 08:28:01 main:574] : INFO : Epoch 1780 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 1861.29 ms
[2022-04-07 08:28:03 main:574] : INFO : Epoch 1781 | loss: 0.0312347 | val_loss: 0.0312339 | Time: 1868.61 ms
[2022-04-07 08:28:05 main:574] : INFO : Epoch 1782 | loss: 0.0312342 | val_loss: 0.0312326 | Time: 1869.52 ms
[2022-04-07 08:28:07 main:574] : INFO : Epoch 1783 | loss: 0.0312324 | val_loss: 0.0312318 | Time: 1866.72 ms
[2022-04-07 08:28:09 main:574] : INFO : Epoch 1784 | loss: 0.0312313 | val_loss: 0.0312312 | Time: 1865.75 ms
[2022-04-07 08:28:10 main:574] : INFO : Epoch 1785 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 1866.49 ms
[2022-04-07 08:28:12 main:574] : INFO : Epoch 1786 | loss: 0.0312299 | val_loss: 0.0312336 | Time: 1862.19 ms
[2022-04-07 08:28:14 main:574] : INFO : Epoch 1787 | loss: 0.0312295 | val_loss: 0.0312283 | Time: 1862.42 ms
[2022-04-07 08:28:16 main:574] : INFO : Epoch 1788 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 1864.93 ms
[2022-04-07 08:28:18 main:574] : INFO : Epoch 1789 | loss: 0.031228 | val_loss: 0.0312267 | Time: 1864.82 ms
[2022-04-07 08:28:20 main:574] : INFO : Epoch 1790 | loss: 0.0312272 | val_loss: 0.0312271 | Time: 1864.61 ms
[2022-04-07 08:28:22 main:574] : INFO : Epoch 1791 | loss: 0.0312276 | val_loss: 0.0312264 | Time: 1858.22 ms
[2022-04-07 08:28:23 main:574] : INFO : Epoch 1792 | loss: 0.0312259 | val_loss: 0.0312254 | Time: 1854.24 ms
[2022-04-07 08:28:25 main:574] : INFO : Epoch 1793 | loss: 0.0312264 | val_loss: 0.0312265 | Time: 1871.08 ms
[2022-04-07 08:28:27 main:574] : INFO : Epoch 1794 | loss: 0.0312259 | val_loss: 0.0312247 | Time: 1866.9 ms
[2022-04-07 08:28:29 main:574] : INFO : Epoch 1795 | loss: 0.0312251 | val_loss: 0.0312247 | Time: 1877.84 ms
[2022-04-07 08:28:31 main:574] : INFO : Epoch 1796 | loss: 0.0312246 | val_loss: 0.0312241 | Time: 1877.46 ms
[2022-04-07 08:28:33 main:574] : INFO : Epoch 1797 | loss: 0.0312243 | val_loss: 0.0312249 | Time: 1876.59 ms
[2022-04-07 08:28:35 main:574] : INFO : Epoch 1798 | loss: 0.0312236 | val_loss: 0.031224 | Time: 1899.78 ms
[2022-04-07 08:28:37 main:574] : INFO : Epoch 1799 | loss: 0.0312248 | val_loss: 0.0312254 | Time: 1870.81 ms
[2022-04-07 08:28:39 main:574] : INFO : Epoch 1800 | loss: 0.0312261 | val_loss: 0.0312297 | Time: 1860.46 ms
[2022-04-07 08:28:40 main:574] : INFO : Epoch 1801 | loss: 0.0312258 | val_loss: 0.0312265 | Time: 1871.52 ms
[2022-04-07 08:28:42 main:574] : INFO : Epoch 1802 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 1864.1 ms
[2022-04-07 08:28:44 main:574] : INFO : Epoch 1803 | loss: 0.0312246 | val_loss: 0.0312239 | Time: 1861.29 ms
[2022-04-07 08:28:46 main:574] : INFO : Epoch 1804 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 1858.11 ms
[2022-04-07 08:28:48 main:574] : INFO : Epoch 1805 | loss: 0.0312237 | val_loss: 0.031224 | Time: 1867.03 ms
[2022-04-07 08:28:50 main:574] : INFO : Epoch 1806 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 1862.81 ms
[2022-04-07 08:28:52 main:574] : INFO : Epoch 1807 | loss: 0.0312233 | val_loss: 0.0312244 | Time: 1867.41 ms
[2022-04-07 08:28:53 main:574] : INFO : Epoch 1808 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 1866.78 ms
[2022-04-07 08:28:55 main:574] : INFO : Epoch 1809 | loss: 0.0312224 | val_loss: 0.0312231 | Time: 1867.22 ms
[2022-04-07 08:28:57 main:574] : INFO : Epoch 1810 | loss: 0.0312235 | val_loss: 0.0312252 | Time: 1858.71 ms
[2022-04-07 08:28:59 main:574] : INFO : Epoch 1811 | loss: 0.0312275 | val_loss: 0.0312314 | Time: 1869.78 ms
[2022-04-07 08:29:01 main:574] : INFO : Epoch 1812 | loss: 0.0312268 | val_loss: 0.0312262 | Time: 1871.47 ms
[2022-04-07 08:29:03 main:574] : INFO : Epoch 1813 | loss: 0.031224 | val_loss: 0.0312245 | Time: 1858.92 ms
[2022-04-07 08:29:05 main:574] : INFO : Epoch 1814 | loss: 0.0312227 | val_loss: 0.031223 | Time: 1872.32 ms
[2022-04-07 08:29:07 main:574] : INFO : Epoch 1815 | loss: 0.0312226 | val_loss: 0.0312239 | Time: 1853.53 ms
[2022-04-07 08:29:08 main:574] : INFO : Epoch 1816 | loss: 0.0312229 | val_loss: 0.031224 | Time: 1866.6 ms
[2022-04-07 08:29:10 main:574] : INFO : Epoch 1817 | loss: 0.0312218 | val_loss: 0.0312223 | Time: 1867.27 ms
[2022-04-07 08:29:12 main:574] : INFO : Epoch 1818 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 1864.81 ms
[2022-04-07 08:29:14 main:574] : INFO : Epoch 1819 | loss: 0.0312222 | val_loss: 0.0312223 | Time: 1862.87 ms
[2022-04-07 08:29:16 main:574] : INFO : Epoch 1820 | loss: 0.0312232 | val_loss: 0.0312238 | Time: 1862.04 ms
[2022-04-07 08:29:18 main:574] : INFO : Epoch 1821 | loss: 0.0312221 | val_loss: 0.0312223 | Time: 1856.48 ms
[2022-04-07 08:29:20 main:574] : INFO : Epoch 1822 | loss: 0.0312217 | val_loss: 0.0312238 | Time: 1863.93 ms
[2022-04-07 08:29:22 main:574] : INFO : Epoch 1823 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 1863.89 ms
[2022-04-07 08:29:23 main:574] : INFO : Epoch 1824 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 1852.63 ms
[2022-04-07 08:29:25 main:574] : INFO : Epoch 1825 | loss: 0.0312218 | val_loss: 0.0312224 | Time: 1862.15 ms
[2022-04-07 08:29:27 main:574] : INFO : Epoch 1826 | loss: 0.0312216 | val_loss: 0.0312226 | Time: 1870.91 ms
[2022-04-07 08:29:29 main:574] : INFO : Epoch 1827 | loss: 0.031221 | val_loss: 0.0312233 | Time: 1853.69 ms
[2022-04-07 08:29:31 main:574] : INFO : Epoch 1828 | loss: 0.0312216 | val_loss: 0.031222 | Time: 1888.08 ms
[2022-04-07 08:29:33 main:574] : INFO : Epoch 1829 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 1901.68 ms
[2022-04-07 08:29:35 main:574] : INFO : Epoch 1830 | loss: 0.0312211 | val_loss: 0.0312219 | Time: 1878.52 ms
[2022-04-07 08:29:37 main:574] : INFO : Epoch 1831 | loss: 0.0312217 | val_loss: 0.0312226 | Time: 1871.28 ms
[2022-04-07 08:29:38 main:574] : INFO : Epoch 1832 | loss: 0.031221 | val_loss: 0.0312218 | Time: 1861.51 ms
[2022-04-07 08:29:40 main:574] : INFO : Epoch 1833 | loss: 0.0312223 | val_loss: 0.0312234 | Time: 1861.14 ms
[2022-04-07 08:29:42 main:574] : INFO : Epoch 1834 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 1860.26 ms
[2022-04-07 08:29:44 main:574] : INFO : Epoch 1835 | loss: 0.0312203 | val_loss: 0.031222 | Time: 1863.74 ms
[2022-04-07 08:29:46 main:574] : INFO : Epoch 1836 | loss: 0.0312205 | val_loss: 0.0312219 | Time: 1863.78 ms
[2022-04-07 08:29:48 main:574] : INFO : Epoch 1837 | loss: 0.0312201 | val_loss: 0.0312238 | Time: 1853.99 ms
[2022-04-07 08:29:50 main:574] : INFO : Epoch 1838 | loss: 0.0312207 | val_loss: 0.0312213 | Time: 1860.84 ms
[2022-04-07 08:29:51 main:574] : INFO : Epoch 1839 | loss: 0.0312195 | val_loss: 0.0312204 | Time: 1858.99 ms
[2022-04-07 08:29:53 main:574] : INFO : Epoch 1840 | loss: 0.0312198 | val_loss: 0.0312224 | Time: 1863.29 ms
[2022-04-07 08:29:55 main:574] : INFO : Epoch 1841 | loss: 0.0312205 | val_loss: 0.0312207 | Time: 1858.74 ms
[2022-04-07 08:29:57 main:574] : INFO : Epoch 1842 | loss: 0.0312201 | val_loss: 0.0312224 | Time: 1869.41 ms
[2022-04-07 08:29:59 main:574] : INFO : Epoch 1843 | loss: 0.0312212 | val_loss: 0.0312206 | Time: 1867.75 ms
[2022-04-07 08:30:01 main:574] : INFO : Epoch 1844 | loss: 0.0312208 | val_loss: 0.0312205 | Time: 1870.74 ms
[2022-04-07 08:30:03 main:574] : INFO : Epoch 1845 | loss: 0.0312191 | val_loss: 0.0312201 | Time: 1859.52 ms
[2022-04-07 08:30:05 main:574] : INFO : Epoch 1846 | loss: 0.0312187 | val_loss: 0.0312233 | Time: 1862.15 ms
[2022-04-07 08:30:06 main:574] : INFO : Epoch 1847 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 1859.53 ms
[2022-04-07 08:30:08 main:574] : INFO : Epoch 1848 | loss: 0.0312184 | val_loss: 0.0312206 | Time: 1863.67 ms
[2022-04-07 08:30:10 main:574] : INFO : Epoch 1849 | loss: 0.0312232 | val_loss: 0.0312206 | Time: 1866.99 ms
[2022-04-07 08:30:12 main:574] : INFO : Epoch 1850 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 1866.76 ms
[2022-04-07 08:30:14 main:574] : INFO : Epoch 1851 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 1871.94 ms
[2022-04-07 08:30:16 main:574] : INFO : Epoch 1852 | loss: 0.0312187 | val_loss: 0.031219 | Time: 1865.78 ms
[2022-04-07 08:30:18 main:574] : INFO : Epoch 1853 | loss: 0.0312174 | val_loss: 0.031219 | Time: 1863.48 ms
[2022-04-07 08:30:19 main:574] : INFO : Epoch 1854 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 1870.77 ms
[2022-04-07 08:30:21 main:574] : INFO : Epoch 1855 | loss: 0.0312173 | val_loss: 0.0312197 | Time: 1879.97 ms
[2022-04-07 08:30:23 main:574] : INFO : Epoch 1856 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 1863.15 ms
[2022-04-07 08:30:25 main:574] : INFO : Epoch 1857 | loss: 0.0312172 | val_loss: 0.0312185 | Time: 1864.08 ms
[2022-04-07 08:30:27 main:574] : INFO : Epoch 1858 | loss: 0.0312171 | val_loss: 0.0312173 | Time: 1855.68 ms
[2022-04-07 08:30:29 main:574] : INFO : Epoch 1859 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 1863.46 ms
[2022-04-07 08:30:31 main:574] : INFO : Epoch 1860 | loss: 0.0312162 | val_loss: 0.0312163 | Time: 1864.58 ms
[2022-04-07 08:30:33 main:574] : INFO : Epoch 1861 | loss: 0.0312161 | val_loss: 0.0312165 | Time: 1864.84 ms
[2022-04-07 08:30:34 main:574] : INFO : Epoch 1862 | loss: 0.0312154 | val_loss: 0.0312157 | Time: 1861.61 ms
[2022-04-07 08:30:36 main:574] : INFO : Epoch 1863 | loss: 0.031215 | val_loss: 0.031219 | Time: 1859.63 ms
[2022-04-07 08:30:38 main:574] : INFO : Epoch 1864 | loss: 0.0312155 | val_loss: 0.031215 | Time: 1869.91 ms
[2022-04-07 08:30:40 main:574] : INFO : Epoch 1865 | loss: 0.0312146 | val_loss: 0.031215 | Time: 1857.05 ms
[2022-04-07 08:30:42 main:574] : INFO : Epoch 1866 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 1867.91 ms
[2022-04-07 08:30:44 main:574] : INFO : Epoch 1867 | loss: 0.0312174 | val_loss: 0.0312157 | Time: 1875.55 ms
[2022-04-07 08:30:46 main:574] : INFO : Epoch 1868 | loss: 0.031217 | val_loss: 0.0312206 | Time: 1866.77 ms
[2022-04-07 08:30:48 main:574] : INFO : Epoch 1869 | loss: 0.031214 | val_loss: 0.0312139 | Time: 1851.04 ms
[2022-04-07 08:30:49 main:574] : INFO : Epoch 1870 | loss: 0.031213 | val_loss: 0.0312167 | Time: 1857.52 ms
[2022-04-07 08:30:51 main:574] : INFO : Epoch 1871 | loss: 0.0312132 | val_loss: 0.031214 | Time: 1860.17 ms
[2022-04-07 08:30:53 main:574] : INFO : Epoch 1872 | loss: 0.0312134 | val_loss: 0.0312135 | Time: 1867.96 ms
[2022-04-07 08:30:55 main:574] : INFO : Epoch 1873 | loss: 0.0312126 | val_loss: 0.0312128 | Time: 1859.81 ms
[2022-04-07 08:30:57 main:574] : INFO : Epoch 1874 | loss: 0.031213 | val_loss: 0.0312133 | Time: 1856.16 ms
[2022-04-07 08:30:59 main:574] : INFO : Epoch 1875 | loss: 0.0312123 | val_loss: 0.031213 | Time: 1870.46 ms
[2022-04-07 08:31:01 main:574] : INFO : Epoch 1876 | loss: 0.0312119 | val_loss: 0.0312148 | Time: 1865.32 ms
[2022-04-07 08:31:02 main:574] : INFO : Epoch 1877 | loss: 0.0312139 | val_loss: 0.0312195 | Time: 1853.67 ms
[2022-04-07 08:31:04 main:574] : INFO : Epoch 1878 | loss: 0.0312127 | val_loss: 0.031212 | Time: 1857.97 ms
[2022-04-07 08:31:06 main:574] : INFO : Epoch 1879 | loss: 0.0312113 | val_loss: 0.0312114 | Time: 1865.87 ms
[2022-04-07 08:31:08 main:574] : INFO : Epoch 1880 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 1874.1 ms
[2022-04-07 08:31:10 main:574] : INFO : Epoch 1881 | loss: 0.0312111 | val_loss: 0.0312114 | Time: 1860.8 ms
[2022-04-07 08:31:12 main:574] : INFO : Epoch 1882 | loss: 0.0312111 | val_loss: 0.0312156 | Time: 1857.85 ms
[2022-04-07 08:31:14 main:574] : INFO : Epoch 1883 | loss: 0.0312125 | val_loss: 0.0312149 | Time: 1866.02 ms
[2022-04-07 08:31:16 main:574] : INFO : Epoch 1884 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 1863.8 ms
[2022-04-07 08:31:17 main:574] : INFO : Epoch 1885 | loss: 0.031212 | val_loss: 0.0312115 | Time: 1873.32 ms
[2022-04-07 08:31:19 main:574] : INFO : Epoch 1886 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 1853.6 ms
[2022-04-07 08:31:21 main:574] : INFO : Epoch 1887 | loss: 0.0312106 | val_loss: 0.0312157 | Time: 1858.51 ms
[2022-04-07 08:31:23 main:574] : INFO : Epoch 1888 | loss: 0.0312123 | val_loss: 0.0312112 | Time: 1883.18 ms
[2022-04-07 08:31:25 main:574] : INFO : Epoch 1889 | loss: 0.0312112 | val_loss: 0.0312111 | Time: 1865.68 ms
[2022-04-07 08:31:27 main:574] : INFO : Epoch 1890 | loss: 0.0312115 | val_loss: 0.0312105 | Time: 1858.15 ms
[2022-04-07 08:31:29 main:574] : INFO : Epoch 1891 | loss: 0.0312105 | val_loss: 0.0312111 | Time: 1861.09 ms
[2022-04-07 08:31:30 main:574] : INFO : Epoch 1892 | loss: 0.0312116 | val_loss: 0.031213 | Time: 1867.21 ms
[2022-04-07 08:31:32 main:574] : INFO : Epoch 1893 | loss: 0.0312121 | val_loss: 0.0312152 | Time: 1872.87 ms
[2022-04-07 08:31:34 main:574] : INFO : Epoch 1894 | loss: 0.0312123 | val_loss: 0.0312135 | Time: 1860.61 ms
[2022-04-07 08:31:36 main:574] : INFO : Epoch 1895 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 1863.75 ms
[2022-04-07 08:31:38 main:574] : INFO : Epoch 1896 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 1900.38 ms
[2022-04-07 08:31:40 main:574] : INFO : Epoch 1897 | loss: 0.0312101 | val_loss: 0.0312131 | Time: 1927.66 ms
[2022-04-07 08:31:42 main:574] : INFO : Epoch 1898 | loss: 0.031209 | val_loss: 0.0312126 | Time: 1877.09 ms
[2022-04-07 08:31:44 main:574] : INFO : Epoch 1899 | loss: 0.0312104 | val_loss: 0.0312131 | Time: 1850.17 ms
[2022-04-07 08:31:46 main:574] : INFO : Epoch 1900 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 1852.52 ms
[2022-04-07 08:31:47 main:574] : INFO : Epoch 1901 | loss: 0.0312087 | val_loss: 0.0312148 | Time: 1871.15 ms
[2022-04-07 08:31:49 main:574] : INFO : Epoch 1902 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 1873.23 ms
[2022-04-07 08:31:51 main:574] : INFO : Epoch 1903 | loss: 0.0312096 | val_loss: 0.0312125 | Time: 1863 ms
[2022-04-07 08:31:53 main:574] : INFO : Epoch 1904 | loss: 0.0312091 | val_loss: 0.0312177 | Time: 1859.24 ms
[2022-04-07 08:31:55 main:574] : INFO : Epoch 1905 | loss: 0.0312127 | val_loss: 0.0312108 | Time: 1869.18 ms
[2022-04-07 08:31:57 main:574] : INFO : Epoch 1906 | loss: 0.031212 | val_loss: 0.0312165 | Time: 1885.11 ms
[2022-04-07 08:31:59 main:574] : INFO : Epoch 1907 | loss: 0.0312131 | val_loss: 0.0312079 | Time: 1863.64 ms
[2022-04-07 08:32:01 main:574] : INFO : Epoch 1908 | loss: 0.0312096 | val_loss: 0.0312079 | Time: 1869.1 ms
[2022-04-07 08:32:02 main:574] : INFO : Epoch 1909 | loss: 0.0312065 | val_loss: 0.0312093 | Time: 1858.17 ms
[2022-04-07 08:32:04 main:574] : INFO : Epoch 1910 | loss: 0.0312058 | val_loss: 0.0312091 | Time: 1848.96 ms
[2022-04-07 08:32:06 main:574] : INFO : Epoch 1911 | loss: 0.031206 | val_loss: 0.0312062 | Time: 1874.43 ms
[2022-04-07 08:32:08 main:574] : INFO : Epoch 1912 | loss: 0.0312066 | val_loss: 0.0312052 | Time: 1868.24 ms
[2022-04-07 08:32:10 main:574] : INFO : Epoch 1913 | loss: 0.0312042 | val_loss: 0.0312046 | Time: 1877.27 ms
[2022-04-07 08:32:12 main:574] : INFO : Epoch 1914 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 1868.93 ms
[2022-04-07 08:32:14 main:574] : INFO : Epoch 1915 | loss: 0.031206 | val_loss: 0.0312038 | Time: 1865.16 ms
[2022-04-07 08:32:15 main:574] : INFO : Epoch 1916 | loss: 0.0312043 | val_loss: 0.0312029 | Time: 1865.05 ms
[2022-04-07 08:32:17 main:574] : INFO : Epoch 1917 | loss: 0.0312078 | val_loss: 0.0312084 | Time: 1857.01 ms
[2022-04-07 08:32:19 main:574] : INFO : Epoch 1918 | loss: 0.0312054 | val_loss: 0.0312016 | Time: 1871.9 ms
[2022-04-07 08:32:21 main:574] : INFO : Epoch 1919 | loss: 0.0312014 | val_loss: 0.0312029 | Time: 1865.17 ms
[2022-04-07 08:32:23 main:574] : INFO : Epoch 1920 | loss: 0.0312019 | val_loss: 0.0312018 | Time: 1866.5 ms
[2022-04-07 08:32:25 main:574] : INFO : Epoch 1921 | loss: 0.0312038 | val_loss: 0.0312088 | Time: 1866.41 ms
[2022-04-07 08:32:27 main:574] : INFO : Epoch 1922 | loss: 0.0312039 | val_loss: 0.0312028 | Time: 1856.51 ms
[2022-04-07 08:32:29 main:574] : INFO : Epoch 1923 | loss: 0.0312011 | val_loss: 0.031201 | Time: 1856.3 ms
[2022-04-07 08:32:30 main:574] : INFO : Epoch 1924 | loss: 0.0312008 | val_loss: 0.0312002 | Time: 1864.96 ms
[2022-04-07 08:32:32 main:574] : INFO : Epoch 1925 | loss: 0.0312007 | val_loss: 0.0311999 | Time: 1874.24 ms
[2022-04-07 08:32:34 main:574] : INFO : Epoch 1926 | loss: 0.0312011 | val_loss: 0.031202 | Time: 1864.2 ms
[2022-04-07 08:32:36 main:574] : INFO : Epoch 1927 | loss: 0.0312023 | val_loss: 0.0312016 | Time: 1870.45 ms
[2022-04-07 08:32:38 main:574] : INFO : Epoch 1928 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 1860.76 ms
[2022-04-07 08:32:40 main:574] : INFO : Epoch 1929 | loss: 0.0311991 | val_loss: 0.0311993 | Time: 1872.91 ms
[2022-04-07 08:32:42 main:574] : INFO : Epoch 1930 | loss: 0.031199 | val_loss: 0.0312005 | Time: 1878.22 ms
[2022-04-07 08:32:44 main:574] : INFO : Epoch 1931 | loss: 0.0311989 | val_loss: 0.0311992 | Time: 1870.12 ms
[2022-04-07 08:32:45 main:574] : INFO : Epoch 1932 | loss: 0.0311982 | val_loss: 0.0311982 | Time: 1902.11 ms
[2022-04-07 08:32:47 main:574] : INFO : Epoch 1933 | loss: 0.0312012 | val_loss: 0.0312154 | Time: 1847.08 ms
[2022-04-07 08:32:49 main:574] : INFO : Epoch 1934 | loss: 0.0312077 | val_loss: 0.0312042 | Time: 1863.48 ms
[2022-04-07 08:32:51 main:574] : INFO : Epoch 1935 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 1869.79 ms
[2022-04-07 08:32:53 main:574] : INFO : Epoch 1936 | loss: 0.0311992 | val_loss: 0.0311993 | Time: 1863 ms
[2022-04-07 08:32:55 main:574] : INFO : Epoch 1937 | loss: 0.0311997 | val_loss: 0.0311993 | Time: 1862.58 ms
[2022-04-07 08:32:57 main:574] : INFO : Epoch 1938 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 1859.77 ms
[2022-04-07 08:32:58 main:574] : INFO : Epoch 1939 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1852.06 ms
[2022-04-07 08:33:00 main:574] : INFO : Epoch 1940 | loss: 0.0311978 | val_loss: 0.0311974 | Time: 1878.59 ms
[2022-04-07 08:33:02 main:574] : INFO : Epoch 1941 | loss: 0.0311979 | val_loss: 0.0311996 | Time: 1867.41 ms
[2022-04-07 08:33:04 main:574] : INFO : Epoch 1942 | loss: 0.0312028 | val_loss: 0.0311995 | Time: 1863.82 ms
[2022-04-07 08:33:06 main:574] : INFO : Epoch 1943 | loss: 0.0312 | val_loss: 0.0311976 | Time: 1857.75 ms
[2022-04-07 08:33:08 main:574] : INFO : Epoch 1944 | loss: 0.0312009 | val_loss: 0.0311985 | Time: 1863.31 ms
[2022-04-07 08:33:10 main:574] : INFO : Epoch 1945 | loss: 0.0311971 | val_loss: 0.0311976 | Time: 1857.54 ms
[2022-04-07 08:33:12 main:574] : INFO : Epoch 1946 | loss: 0.0311978 | val_loss: 0.0312028 | Time: 1867.11 ms
[2022-04-07 08:33:13 main:574] : INFO : Epoch 1947 | loss: 0.0311986 | val_loss: 0.0311975 | Time: 1866.7 ms
[2022-04-07 08:33:15 main:574] : INFO : Epoch 1948 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 1864.68 ms
[2022-04-07 08:33:17 main:574] : INFO : Epoch 1949 | loss: 0.0311967 | val_loss: 0.0311958 | Time: 1867.34 ms
[2022-04-07 08:33:19 main:574] : INFO : Epoch 1950 | loss: 0.0311962 | val_loss: 0.0311995 | Time: 1866 ms
[2022-04-07 08:33:21 main:574] : INFO : Epoch 1951 | loss: 0.0311953 | val_loss: 0.0311941 | Time: 1852.42 ms
[2022-04-07 08:33:23 main:574] : INFO : Epoch 1952 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 1858.54 ms
[2022-04-07 08:33:25 main:574] : INFO : Epoch 1953 | loss: 0.0311944 | val_loss: 0.0311988 | Time: 1870.23 ms
[2022-04-07 08:33:27 main:574] : INFO : Epoch 1954 | loss: 0.0311956 | val_loss: 0.0311924 | Time: 1865.88 ms
[2022-04-07 08:33:28 main:574] : INFO : Epoch 1955 | loss: 0.0311934 | val_loss: 0.031193 | Time: 1861.14 ms
[2022-04-07 08:33:30 main:574] : INFO : Epoch 1956 | loss: 0.0311923 | val_loss: 0.031192 | Time: 1862.19 ms
[2022-04-07 08:33:32 main:574] : INFO : Epoch 1957 | loss: 0.0311946 | val_loss: 0.0311934 | Time: 1869.64 ms
[2022-04-07 08:33:34 main:574] : INFO : Epoch 1958 | loss: 0.0311937 | val_loss: 0.03119 | Time: 1871.74 ms
[2022-04-07 08:33:36 main:574] : INFO : Epoch 1959 | loss: 0.031192 | val_loss: 0.0311911 | Time: 1865.33 ms
[2022-04-07 08:33:38 main:574] : INFO : Epoch 1960 | loss: 0.0311933 | val_loss: 0.0311893 | Time: 1857.51 ms
[2022-04-07 08:33:40 main:574] : INFO : Epoch 1961 | loss: 0.0311931 | val_loss: 0.0311899 | Time: 1868.05 ms
[2022-04-07 08:33:41 main:574] : INFO : Epoch 1962 | loss: 0.0311921 | val_loss: 0.0311923 | Time: 1855.43 ms
[2022-04-07 08:33:43 main:574] : INFO : Epoch 1963 | loss: 0.0311902 | val_loss: 0.0311887 | Time: 1866.57 ms
[2022-04-07 08:33:45 main:574] : INFO : Epoch 1964 | loss: 0.0311906 | val_loss: 0.0311907 | Time: 1867.47 ms
[2022-04-07 08:33:47 main:574] : INFO : Epoch 1965 | loss: 0.0311905 | val_loss: 0.0311897 | Time: 1869.11 ms
[2022-04-07 08:33:49 main:574] : INFO : Epoch 1966 | loss: 0.0311887 | val_loss: 0.0311895 | Time: 1859.73 ms
[2022-04-07 08:33:51 main:574] : INFO : Epoch 1967 | loss: 0.0311922 | val_loss: 0.031188 | Time: 1873.57 ms
[2022-04-07 08:33:53 main:574] : INFO : Epoch 1968 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 1864.37 ms
[2022-04-07 08:33:55 main:574] : INFO : Epoch 1969 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 1856.39 ms
[2022-04-07 08:33:56 main:574] : INFO : Epoch 1970 | loss: 0.0311886 | val_loss: 0.031196 | Time: 1866.45 ms
[2022-04-07 08:33:58 main:574] : INFO : Epoch 1971 | loss: 0.0311926 | val_loss: 0.0311905 | Time: 1865.41 ms
[2022-04-07 08:34:00 main:574] : INFO : Epoch 1972 | loss: 0.0311897 | val_loss: 0.0311874 | Time: 1866.03 ms
[2022-04-07 08:34:02 main:574] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 1881.65 ms
[2022-04-07 08:34:04 main:574] : INFO : Epoch 1974 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 1850.03 ms
[2022-04-07 08:34:06 main:574] : INFO : Epoch 1975 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 1879.55 ms
[2022-04-07 08:34:08 main:574] : INFO : Epoch 1976 | loss: 0.0311865 | val_loss: 0.0311848 | Time: 1861.3 ms
[2022-04-07 08:34:10 main:574] : INFO : Epoch 1977 | loss: 0.0311864 | val_loss: 0.031187 | Time: 1854.11 ms
[2022-04-07 08:34:11 main:574] : INFO : Epoch 1978 | loss: 0.0311855 | val_loss: 0.031195 | Time: 1883.54 ms
[2022-04-07 08:34:13 main:574] : INFO : Epoch 1979 | loss: 0.0311859 | val_loss: 0.0311846 | Time: 1853.43 ms
[2022-04-07 08:34:15 main:574] : INFO : Epoch 1980 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1865.48 ms
[2022-04-07 08:34:17 main:574] : INFO : Epoch 1981 | loss: 0.0311854 | val_loss: 0.0311857 | Time: 1855.56 ms
[2022-04-07 08:34:19 main:574] : INFO : Epoch 1982 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 1863.69 ms
[2022-04-07 08:34:21 main:574] : INFO : Epoch 1983 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 1883.18 ms
[2022-04-07 08:34:23 main:574] : INFO : Epoch 1984 | loss: 0.0311869 | val_loss: 0.0311865 | Time: 1890.95 ms
[2022-04-07 08:34:25 main:574] : INFO : Epoch 1985 | loss: 0.0311879 | val_loss: 0.0311896 | Time: 1880.14 ms
[2022-04-07 08:34:26 main:574] : INFO : Epoch 1986 | loss: 0.0311851 | val_loss: 0.031183 | Time: 1927.28 ms
[2022-04-07 08:34:28 main:574] : INFO : Epoch 1987 | loss: 0.0311922 | val_loss: 0.0311911 | Time: 1927.91 ms
[2022-04-07 08:34:30 main:574] : INFO : Epoch 1988 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 1931.46 ms
[2022-04-07 08:34:32 main:574] : INFO : Epoch 1989 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 1901.27 ms
[2022-04-07 08:34:34 main:574] : INFO : Epoch 1990 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 1892.85 ms
[2022-04-07 08:34:36 main:574] : INFO : Epoch 1991 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 1892.29 ms
[2022-04-07 08:34:38 main:574] : INFO : Epoch 1992 | loss: 0.0311924 | val_loss: 0.0311867 | Time: 1913.57 ms
[2022-04-07 08:34:40 main:574] : INFO : Epoch 1993 | loss: 0.03119 | val_loss: 0.031187 | Time: 1889.54 ms
[2022-04-07 08:34:42 main:574] : INFO : Epoch 1994 | loss: 0.0311945 | val_loss: 0.0311885 | Time: 1869.95 ms
[2022-04-07 08:34:44 main:574] : INFO : Epoch 1995 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 1865.08 ms
[2022-04-07 08:34:45 main:574] : INFO : Epoch 1996 | loss: 0.0311873 | val_loss: 0.0311897 | Time: 1868.84 ms
[2022-04-07 08:34:47 main:574] : INFO : Epoch 1997 | loss: 0.0311902 | val_loss: 0.031198 | Time: 1874.82 ms
[2022-04-07 08:34:49 main:574] : INFO : Epoch 1998 | loss: 0.0311877 | val_loss: 0.0311844 | Time: 1889.91 ms
[2022-04-07 08:34:51 main:574] : INFO : Epoch 1999 | loss: 0.0311861 | val_loss: 0.0311825 | Time: 1890.34 ms
[2022-04-07 08:34:53 main:574] : INFO : Epoch 2000 | loss: 0.0311899 | val_loss: 0.0311981 | Time: 1877.62 ms
[2022-04-07 08:34:55 main:574] : INFO : Epoch 2001 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 1898.37 ms
[2022-04-07 08:34:57 main:574] : INFO : Epoch 2002 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 1871.8 ms
[2022-04-07 08:34:59 main:574] : INFO : Epoch 2003 | loss: 0.0311841 | val_loss: 0.031182 | Time: 1876.97 ms
[2022-04-07 08:35:01 main:574] : INFO : Epoch 2004 | loss: 0.0311843 | val_loss: 0.0311874 | Time: 1881.38 ms
[2022-04-07 08:35:02 main:574] : INFO : Epoch 2005 | loss: 0.0311888 | val_loss: 0.0311913 | Time: 1890.55 ms
[2022-04-07 08:35:04 main:574] : INFO : Epoch 2006 | loss: 0.0311876 | val_loss: 0.0312056 | Time: 1898.92 ms
[2022-04-07 08:35:06 main:574] : INFO : Epoch 2007 | loss: 0.0311893 | val_loss: 0.0311875 | Time: 1868.28 ms
[2022-04-07 08:35:08 main:574] : INFO : Epoch 2008 | loss: 0.0311837 | val_loss: 0.0311812 | Time: 1870.49 ms
[2022-04-07 08:35:10 main:574] : INFO : Epoch 2009 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 1869.54 ms
[2022-04-07 08:35:12 main:574] : INFO : Epoch 2010 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 1864.42 ms
[2022-04-07 08:35:14 main:574] : INFO : Epoch 2011 | loss: 0.0311869 | val_loss: 0.0311885 | Time: 1877.18 ms
[2022-04-07 08:35:16 main:574] : INFO : Epoch 2012 | loss: 0.0311872 | val_loss: 0.0311827 | Time: 1871.64 ms
[2022-04-07 08:35:17 main:574] : INFO : Epoch 2013 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 1867.45 ms
[2022-04-07 08:35:19 main:574] : INFO : Epoch 2014 | loss: 0.0311825 | val_loss: 0.0311814 | Time: 1900.19 ms
[2022-04-07 08:35:21 main:574] : INFO : Epoch 2015 | loss: 0.0311815 | val_loss: 0.0311793 | Time: 1905.99 ms
[2022-04-07 08:35:23 main:574] : INFO : Epoch 2016 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 1870.24 ms
[2022-04-07 08:35:25 main:574] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 1881.3 ms
[2022-04-07 08:35:27 main:574] : INFO : Epoch 2018 | loss: 0.0311796 | val_loss: 0.0311785 | Time: 1886.38 ms
[2022-04-07 08:35:29 main:574] : INFO : Epoch 2019 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 1896.97 ms
[2022-04-07 08:35:31 main:574] : INFO : Epoch 2020 | loss: 0.031178 | val_loss: 0.0311786 | Time: 1875.47 ms
[2022-04-07 08:35:33 main:574] : INFO : Epoch 2021 | loss: 0.0311817 | val_loss: 0.0311778 | Time: 1892.05 ms
[2022-04-07 08:35:35 main:574] : INFO : Epoch 2022 | loss: 0.0311818 | val_loss: 0.031183 | Time: 1884.05 ms
[2022-04-07 08:35:36 main:574] : INFO : Epoch 2023 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 1921.9 ms
[2022-04-07 08:35:38 main:574] : INFO : Epoch 2024 | loss: 0.0311829 | val_loss: 0.0311796 | Time: 1876.1 ms
[2022-04-07 08:35:41 main:574] : INFO : Epoch 2025 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 2205.77 ms
[2022-04-07 08:35:43 main:574] : INFO : Epoch 2026 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 2104.76 ms
[2022-04-07 08:35:45 main:574] : INFO : Epoch 2027 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 2093.03 ms
[2022-04-07 08:35:47 main:574] : INFO : Epoch 2028 | loss: 0.0311828 | val_loss: 0.0311984 | Time: 2079.3 ms
[2022-04-07 08:35:49 main:574] : INFO : Epoch 2029 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 1980.37 ms
[2022-04-07 08:35:51 main:574] : INFO : Epoch 2030 | loss: 0.0311796 | val_loss: 0.0311762 | Time: 2025.44 ms
[2022-04-07 08:35:53 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 2064.58 ms
[2022-04-07 08:35:55 main:574] : INFO : Epoch 2032 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 2101.71 ms
[2022-04-07 08:35:57 main:574] : INFO : Epoch 2033 | loss: 0.031177 | val_loss: 0.0311777 | Time: 2038.5 ms
[2022-04-07 08:35:59 main:574] : INFO : Epoch 2034 | loss: 0.0311856 | val_loss: 0.0311893 | Time: 2034.25 ms
[2022-04-07 08:36:01 main:574] : INFO : Epoch 2035 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 2117.74 ms
[2022-04-07 08:36:03 main:574] : INFO : Epoch 2036 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 2082.29 ms
[2022-04-07 08:36:05 main:574] : INFO : Epoch 2037 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 2096.17 ms
[2022-04-07 08:36:07 main:574] : INFO : Epoch 2038 | loss: 0.0311753 | val_loss: 0.0311858 | Time: 2038.39 ms
[2022-04-07 08:36:09 main:574] : INFO : Epoch 2039 | loss: 0.0311791 | val_loss: 0.0311827 | Time: 1994.87 ms
[2022-04-07 08:36:12 main:574] : INFO : Epoch 2040 | loss: 0.0311788 | val_loss: 0.0311841 | Time: 2075.86 ms
[2022-04-07 08:36:14 main:574] : INFO : Epoch 2041 | loss: 0.0311782 | val_loss: 0.031179 | Time: 2074.63 ms
[2022-04-07 08:36:16 main:574] : INFO : Epoch 2042 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 2067.9 ms
[2022-04-07 08:36:18 main:574] : INFO : Epoch 2043 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 2064.07 ms
[2022-04-07 08:36:20 main:574] : INFO : Epoch 2044 | loss: 0.0311796 | val_loss: 0.0311818 | Time: 2096.37 ms
[2022-04-07 08:36:22 main:574] : INFO : Epoch 2045 | loss: 0.0311808 | val_loss: 0.03118 | Time: 2079.2 ms
[2022-04-07 08:36:24 main:574] : INFO : Epoch 2046 | loss: 0.0311791 | val_loss: 0.0311761 | Time: 2061.15 ms
[2022-04-07 08:36:26 main:574] : INFO : Epoch 2047 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 2037.66 ms
[2022-04-07 08:36:28 main:574] : INFO : Epoch 2048 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 2033.08 ms
[2022-04-07 08:36:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311778
[2022-04-07 08:36:28 main:603] : INFO : Saving end state to config to file
[2022-04-07 08:36:28 main:608] : INFO : Success, exiting..
08:36:28 (3424): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)