Task 9193908
| Name | ParityModified-1636227980-7804-1_1 |
| Workunit | 6386026 |
| Created | 26 Nov 2021, 6:09:16 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 3 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 16:32:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 8 sec |
| CPU time | 1 hours 15 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311397 | val_loss: 0.0311822 | Time: 2217.84 ms
[2021-11-28 17:13:03 main:574] : INFO : Epoch 1543 | loss: 0.0311387 | val_loss: 0.031179 | Time: 2238.46 ms
[2021-11-28 17:13:05 main:574] : INFO : Epoch 1544 | loss: 0.0311411 | val_loss: 0.0311851 | Time: 2216 ms
[2021-11-28 17:13:07 main:574] : INFO : Epoch 1545 | loss: 0.0311425 | val_loss: 0.0311778 | Time: 2242.11 ms
[2021-11-28 17:13:09 main:574] : INFO : Epoch 1546 | loss: 0.0311436 | val_loss: 0.0311784 | Time: 2214.52 ms
[2021-11-28 17:13:11 main:574] : INFO : Epoch 1547 | loss: 0.031141 | val_loss: 0.0311833 | Time: 2205.26 ms
[2021-11-28 17:13:14 main:574] : INFO : Epoch 1548 | loss: 0.0311407 | val_loss: 0.0311864 | Time: 2200.38 ms
[2021-11-28 17:13:16 main:574] : INFO : Epoch 1549 | loss: 0.0311439 | val_loss: 0.0311768 | Time: 2252.64 ms
[2021-11-28 17:13:18 main:574] : INFO : Epoch 1550 | loss: 0.031142 | val_loss: 0.0311845 | Time: 2222.52 ms
[2021-11-28 17:13:20 main:574] : INFO : Epoch 1551 | loss: 0.0311409 | val_loss: 0.0311844 | Time: 2219.61 ms
[2021-11-28 17:13:23 main:574] : INFO : Epoch 1552 | loss: 0.0311406 | val_loss: 0.0311776 | Time: 2229.52 ms
[2021-11-28 17:13:25 main:574] : INFO : Epoch 1553 | loss: 0.0311395 | val_loss: 0.0311848 | Time: 2205.89 ms
[2021-11-28 17:13:27 main:574] : INFO : Epoch 1554 | loss: 0.0311389 | val_loss: 0.0311885 | Time: 2200.19 ms
[2021-11-28 17:13:29 main:574] : INFO : Epoch 1555 | loss: 0.0311402 | val_loss: 0.0311782 | Time: 2223.07 ms
[2021-11-28 17:13:31 main:574] : INFO : Epoch 1556 | loss: 0.031143 | val_loss: 0.0311783 | Time: 2202.14 ms
[2021-11-28 17:13:34 main:574] : INFO : Epoch 1557 | loss: 0.0311425 | val_loss: 0.0311837 | Time: 2253.51 ms
[2021-11-28 17:13:36 main:574] : INFO : Epoch 1558 | loss: 0.0311387 | val_loss: 0.0311877 | Time: 2209.85 ms
[2021-11-28 17:13:38 main:574] : INFO : Epoch 1559 | loss: 0.0311415 | val_loss: 0.0311744 | Time: 2222.6 ms
[2021-11-28 17:13:40 main:574] : INFO : Epoch 1560 | loss: 0.0311427 | val_loss: 0.0311803 | Time: 2207.15 ms
[2021-11-28 17:13:43 main:574] : INFO : Epoch 1561 | loss: 0.0311404 | val_loss: 0.0311874 | Time: 2219.52 ms
[2021-11-28 17:13:45 main:574] : INFO : Epoch 1562 | loss: 0.0311407 | val_loss: 0.0311809 | Time: 2206.34 ms
[2021-11-28 17:13:47 main:574] : INFO : Epoch 1563 | loss: 0.0311369 | val_loss: 0.0311813 | Time: 2217.94 ms
[2021-11-28 17:13:49 main:574] : INFO : Epoch 1564 | loss: 0.0311359 | val_loss: 0.0311826 | Time: 2222.1 ms
[2021-11-28 17:13:51 main:574] : INFO : Epoch 1565 | loss: 0.0311379 | val_loss: 0.0311861 | Time: 2213.5 ms
[2021-11-28 17:13:54 main:574] : INFO : Epoch 1566 | loss: 0.0311412 | val_loss: 0.0311868 | Time: 2221.43 ms
[2021-11-28 17:13:56 main:574] : INFO : Epoch 1567 | loss: 0.0311486 | val_loss: 0.0311803 | Time: 2218.9 ms
[2021-11-28 17:13:58 main:574] : INFO : Epoch 1568 | loss: 0.0311475 | val_loss: 0.0311727 | Time: 2214.77 ms
[2021-11-28 17:14:00 main:574] : INFO : Epoch 1569 | loss: 0.0311444 | val_loss: 0.0311768 | Time: 2233.79 ms
[2021-11-28 17:14:03 main:574] : INFO : Epoch 1570 | loss: 0.03114 | val_loss: 0.0311831 | Time: 2239.67 ms
[2021-11-28 17:14:05 main:574] : INFO : Epoch 1571 | loss: 0.0311391 | val_loss: 0.0311811 | Time: 2207.56 ms
[2021-11-28 17:14:07 main:574] : INFO : Epoch 1572 | loss: 0.0311387 | val_loss: 0.0311813 | Time: 2213.81 ms
[2021-11-28 17:14:09 main:574] : INFO : Epoch 1573 | loss: 0.0311388 | val_loss: 0.0311817 | Time: 2208.74 ms
[2021-11-28 17:14:11 main:574] : INFO : Epoch 1574 | loss: 0.0311443 | val_loss: 0.031191 | Time: 2245.96 ms
[2021-11-28 17:14:14 main:574] : INFO : Epoch 1575 | loss: 0.0311429 | val_loss: 0.0311788 | Time: 2202.97 ms
[2021-11-28 17:14:16 main:574] : INFO : Epoch 1576 | loss: 0.0311408 | val_loss: 0.0311832 | Time: 2238.76 ms
[2021-11-28 17:14:18 main:574] : INFO : Epoch 1577 | loss: 0.0311399 | val_loss: 0.0311858 | Time: 2213.64 ms
[2021-11-28 17:14:20 main:574] : INFO : Epoch 1578 | loss: 0.0311387 | val_loss: 0.0311773 | Time: 2198.65 ms
[2021-11-28 17:14:22 main:574] : INFO : Epoch 1579 | loss: 0.0311415 | val_loss: 0.0311826 | Time: 2209.19 ms
[2021-11-28 17:14:25 main:574] : INFO : Epoch 1580 | loss: 0.0311399 | val_loss: 0.0311828 | Time: 2233.99 ms
[2021-11-28 17:14:27 main:574] : INFO : Epoch 1581 | loss: 0.0311407 | val_loss: 0.031187 | Time: 2243.61 ms
[2021-11-28 17:14:29 main:574] : INFO : Epoch 1582 | loss: 0.0311382 | val_loss: 0.0311867 | Time: 2207.7 ms
[2021-11-28 17:14:31 main:574] : INFO : Epoch 1583 | loss: 0.0311389 | val_loss: 0.0311825 | Time: 2220.69 ms
[2021-11-28 17:14:34 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311776 | Time: 2215.2 ms
[2021-11-28 17:14:36 main:574] : INFO : Epoch 1585 | loss: 0.031148 | val_loss: 0.0311784 | Time: 2206.52 ms
[2021-11-28 17:14:38 main:574] : INFO : Epoch 1586 | loss: 0.031143 | val_loss: 0.0311863 | Time: 2230.19 ms
[2021-11-28 17:14:40 main:574] : INFO : Epoch 1587 | loss: 0.0311415 | val_loss: 0.0311919 | Time: 2232.89 ms
[2021-11-28 17:14:43 main:574] : INFO : Epoch 1588 | loss: 0.0311572 | val_loss: 0.031175 | Time: 2226.4 ms
[2021-11-28 17:14:45 main:574] : INFO : Epoch 1589 | loss: 0.0311551 | val_loss: 0.031175 | Time: 2228.69 ms
[2021-11-28 17:14:47 main:574] : INFO : Epoch 1590 | loss: 0.0311516 | val_loss: 0.0311747 | Time: 2213.92 ms
[2021-11-28 17:14:49 main:574] : INFO : Epoch 1591 | loss: 0.0311493 | val_loss: 0.0311822 | Time: 2251.71 ms
[2021-11-28 17:14:51 main:574] : INFO : Epoch 1592 | loss: 0.0311458 | val_loss: 0.0311795 | Time: 2178.68 ms
[2021-11-28 17:14:54 main:574] : INFO : Epoch 1593 | loss: 0.0311453 | val_loss: 0.0311751 | Time: 2210.38 ms
[2021-11-28 17:14:56 main:574] : INFO : Epoch 1594 | loss: 0.0311426 | val_loss: 0.0311772 | Time: 2230.55 ms
[2021-11-28 17:14:58 main:574] : INFO : Epoch 1595 | loss: 0.0311406 | val_loss: 0.031182 | Time: 2228.33 ms
[2021-11-28 17:15:00 main:574] : INFO : Epoch 1596 | loss: 0.0311384 | val_loss: 0.0311838 | Time: 2212.31 ms
[2021-11-28 17:15:03 main:574] : INFO : Epoch 1597 | loss: 0.0311377 | val_loss: 0.0311757 | Time: 2215.9 ms
[2021-11-28 17:15:05 main:574] : INFO : Epoch 1598 | loss: 0.0311417 | val_loss: 0.0311884 | Time: 2216.56 ms
[2021-11-28 17:15:07 main:574] : INFO : Epoch 1599 | loss: 0.0311406 | val_loss: 0.0311853 | Time: 2180.74 ms
[2021-11-28 17:15:09 main:574] : INFO : Epoch 1600 | loss: 0.0311437 | val_loss: 0.0311778 | Time: 2216.1 ms
[2021-11-28 17:15:11 main:574] : INFO : Epoch 1601 | loss: 0.0311399 | val_loss: 0.0311891 | Time: 2217.52 ms
[2021-11-28 17:15:14 main:574] : INFO : Epoch 1602 | loss: 0.0311391 | val_loss: 0.0311869 | Time: 2217.89 ms
[2021-11-28 17:15:16 main:574] : INFO : Epoch 1603 | loss: 0.0311381 | val_loss: 0.0311817 | Time: 2200.64 ms
[2021-11-28 17:15:18 main:574] : INFO : Epoch 1604 | loss: 0.031142 | val_loss: 0.0311801 | Time: 2221.37 ms
[2021-11-28 17:15:20 main:574] : INFO : Epoch 1605 | loss: 0.0311378 | val_loss: 0.0311769 | Time: 2232.62 ms
[2021-11-28 17:15:23 main:574] : INFO : Epoch 1606 | loss: 0.0311386 | val_loss: 0.0311849 | Time: 2231.04 ms
[2021-11-28 17:15:25 main:574] : INFO : Epoch 1607 | loss: 0.0311379 | val_loss: 0.0311801 | Time: 2197.61 ms
[2021-11-28 17:15:27 main:574] : INFO : Epoch 1608 | loss: 0.031136 | val_loss: 0.0311816 | Time: 2217.96 ms
[2021-11-28 17:15:29 main:574] : INFO : Epoch 1609 | loss: 0.0311385 | val_loss: 0.0311872 | Time: 2211.35 ms
[2021-11-28 17:15:31 main:574] : INFO : Epoch 1610 | loss: 0.0311387 | val_loss: 0.0311796 | Time: 2183.21 ms
[2021-11-28 17:15:34 main:574] : INFO : Epoch 1611 | loss: 0.0311465 | val_loss: 0.0311877 | Time: 2210.71 ms
[2021-11-28 17:15:36 main:574] : INFO : Epoch 1612 | loss: 0.0311446 | val_loss: 0.0311744 | Time: 2251.47 ms
[2021-11-28 17:15:38 main:574] : INFO : Epoch 1613 | loss: 0.0311439 | val_loss: 0.0311823 | Time: 2203.87 ms
[2021-11-28 17:15:40 main:574] : INFO : Epoch 1614 | loss: 0.0311417 | val_loss: 0.0311845 | Time: 2221 ms
[2021-11-28 17:15:42 main:574] : INFO : Epoch 1615 | loss: 0.0311393 | val_loss: 0.0311805 | Time: 2227.22 ms
[2021-11-28 17:15:45 main:574] : INFO : Epoch 1616 | loss: 0.0311362 | val_loss: 0.031179 | Time: 2238.53 ms
[2021-11-28 17:15:47 main:574] : INFO : Epoch 1617 | loss: 0.0311418 | val_loss: 0.0311809 | Time: 2202.5 ms
[2021-11-28 17:15:49 main:574] : INFO : Epoch 1618 | loss: 0.0311396 | val_loss: 0.0311799 | Time: 2203.53 ms
[2021-11-28 17:15:51 main:574] : INFO : Epoch 1619 | loss: 0.0311392 | val_loss: 0.0311799 | Time: 2240.26 ms
[2021-11-28 17:15:54 main:574] : INFO : Epoch 1620 | loss: 0.0311373 | val_loss: 0.0311784 | Time: 2227.98 ms
[2021-11-28 17:15:56 main:574] : INFO : Epoch 1621 | loss: 0.0311359 | val_loss: 0.0311845 | Time: 2211.79 ms
[2021-11-28 17:15:58 main:574] : INFO : Epoch 1622 | loss: 0.031139 | val_loss: 0.0311737 | Time: 2230.62 ms
[2021-11-28 17:16:00 main:574] : INFO : Epoch 1623 | loss: 0.0311384 | val_loss: 0.0311848 | Time: 2204.58 ms
[2021-11-28 17:16:02 main:574] : INFO : Epoch 1624 | loss: 0.0311429 | val_loss: 0.0311757 | Time: 2231.3 ms
[2021-11-28 17:16:05 main:574] : INFO : Epoch 1625 | loss: 0.0311395 | val_loss: 0.0311759 | Time: 2199.98 ms
[2021-11-28 17:16:07 main:574] : INFO : Epoch 1626 | loss: 0.0311385 | val_loss: 0.0311775 | Time: 2236.49 ms
[2021-11-28 17:16:09 main:574] : INFO : Epoch 1627 | loss: 0.0311367 | val_loss: 0.0311827 | Time: 2201.78 ms
[2021-11-28 17:16:11 main:574] : INFO : Epoch 1628 | loss: 0.0311368 | val_loss: 0.0311798 | Time: 2271.74 ms
[2021-11-28 17:16:14 main:574] : INFO : Epoch 1629 | loss: 0.0311374 | val_loss: 0.0311805 | Time: 2195.22 ms
[2021-11-28 17:16:16 main:574] : INFO : Epoch 1630 | loss: 0.0311395 | val_loss: 0.0311827 | Time: 2223.86 ms
[2021-11-28 17:16:18 main:574] : INFO : Epoch 1631 | loss: 0.0311357 | val_loss: 0.0311776 | Time: 2248.97 ms
[2021-11-28 17:16:20 main:574] : INFO : Epoch 1632 | loss: 0.0311371 | val_loss: 0.0311775 | Time: 2199.35 ms
[2021-11-28 17:16:23 main:574] : INFO : Epoch 1633 | loss: 0.0311386 | val_loss: 0.0311797 | Time: 2188.24 ms
[2021-11-28 17:16:25 main:574] : INFO : Epoch 1634 | loss: 0.0311366 | val_loss: 0.0311807 | Time: 2193.12 ms
[2021-11-28 17:16:27 main:574] : INFO : Epoch 1635 | loss: 0.0311342 | val_loss: 0.0311838 | Time: 2203.32 ms
[2021-11-28 17:16:29 main:574] : INFO : Epoch 1636 | loss: 0.0311346 | val_loss: 0.0311832 | Time: 2227.76 ms
[2021-11-28 17:16:31 main:574] : INFO : Epoch 1637 | loss: 0.0311367 | val_loss: 0.0311842 | Time: 2234.85 ms
[2021-11-28 17:16:34 main:574] : INFO : Epoch 1638 | loss: 0.031135 | val_loss: 0.031183 | Time: 2195.42 ms
[2021-11-28 17:16:36 main:574] : INFO : Epoch 1639 | loss: 0.0311364 | val_loss: 0.031188 | Time: 2196.34 ms
[2021-11-28 17:16:38 main:574] : INFO : Epoch 1640 | loss: 0.0311412 | val_loss: 0.0311886 | Time: 2213.98 ms
[2021-11-28 17:16:40 main:574] : INFO : Epoch 1641 | loss: 0.0311437 | val_loss: 0.031195 | Time: 2221.47 ms
[2021-11-28 17:16:42 main:574] : INFO : Epoch 1642 | loss: 0.0311564 | val_loss: 0.0311805 | Time: 2219.96 ms
[2021-11-28 17:16:45 main:574] : INFO : Epoch 1643 | loss: 0.0311446 | val_loss: 0.031182 | Time: 2233.59 ms
[2021-11-28 17:16:47 main:574] : INFO : Epoch 1644 | loss: 0.0311404 | val_loss: 0.0311854 | Time: 2229.85 ms
[2021-11-28 17:16:49 main:574] : INFO : Epoch 1645 | loss: 0.0311395 | val_loss: 0.0311892 | Time: 2235.22 ms
[2021-11-28 17:16:51 main:574] : INFO : Epoch 1646 | loss: 0.0311417 | val_loss: 0.0311809 | Time: 2198.51 ms
[2021-11-28 17:16:54 main:574] : INFO : Epoch 1647 | loss: 0.0311346 | val_loss: 0.0311957 | Time: 2248.48 ms
[2021-11-28 17:16:56 main:574] : INFO : Epoch 1648 | loss: 0.0311337 | val_loss: 0.031187 | Time: 2206.56 ms
[2021-11-28 17:16:58 main:574] : INFO : Epoch 1649 | loss: 0.0311367 | val_loss: 0.0311807 | Time: 2222.42 ms
[2021-11-28 17:17:00 main:574] : INFO : Epoch 1650 | loss: 0.0311407 | val_loss: 0.031178 | Time: 2213.09 ms
[2021-11-28 17:17:03 main:574] : INFO : Epoch 1651 | loss: 0.0311359 | val_loss: 0.0311879 | Time: 2206.51 ms
[2021-11-28 17:17:05 main:574] : INFO : Epoch 1652 | loss: 0.0311347 | val_loss: 0.0311865 | Time: 2226.06 ms
[2021-11-28 17:17:07 main:574] : INFO : Epoch 1653 | loss: 0.0311366 | val_loss: 0.0311831 | Time: 2242.15 ms
[2021-11-28 17:17:09 main:574] : INFO : Epoch 1654 | loss: 0.0311371 | val_loss: 0.0311776 | Time: 2198.35 ms
[2021-11-28 17:17:11 main:574] : INFO : Epoch 1655 | loss: 0.0311438 | val_loss: 0.0311843 | Time: 2205.79 ms
[2021-11-28 17:17:14 main:574] : INFO : Epoch 1656 | loss: 0.0311409 | val_loss: 0.0311797 | Time: 2239.1 ms
[2021-11-28 17:17:16 main:574] : INFO : Epoch 1657 | loss: 0.0311375 | val_loss: 0.0311806 | Time: 2236.83 ms
[2021-11-28 17:17:18 main:574] : INFO : Epoch 1658 | loss: 0.0311337 | val_loss: 0.0311848 | Time: 2219.53 ms
[2021-11-28 17:17:20 main:574] : INFO : Epoch 1659 | loss: 0.0311336 | val_loss: 0.0311802 | Time: 2243.26 ms
[2021-11-28 17:17:23 main:574] : INFO : Epoch 1660 | loss: 0.0311328 | val_loss: 0.0311795 | Time: 2216.38 ms
[2021-11-28 17:17:25 main:574] : INFO : Epoch 1661 | loss: 0.0311352 | val_loss: 0.031181 | Time: 2216.63 ms
[2021-11-28 17:17:27 main:574] : INFO : Epoch 1662 | loss: 0.0311355 | val_loss: 0.0311861 | Time: 2207.32 ms
[2021-11-28 17:17:29 main:574] : INFO : Epoch 1663 | loss: 0.0311386 | val_loss: 0.0311758 | Time: 2246.59 ms
[2021-11-28 17:17:31 main:574] : INFO : Epoch 1664 | loss: 0.0311402 | val_loss: 0.0311848 | Time: 2203.22 ms
[2021-11-28 17:17:34 main:574] : INFO : Epoch 1665 | loss: 0.0311386 | val_loss: 0.0311842 | Time: 2219.41 ms
[2021-11-28 17:17:36 main:574] : INFO : Epoch 1666 | loss: 0.0311425 | val_loss: 0.0311756 | Time: 2213.39 ms
[2021-11-28 17:17:38 main:574] : INFO : Epoch 1667 | loss: 0.0311533 | val_loss: 0.0311741 | Time: 2203.19 ms
[2021-11-28 17:17:40 main:574] : INFO : Epoch 1668 | loss: 0.0311483 | val_loss: 0.0311775 | Time: 2201.24 ms
[2021-11-28 17:17:43 main:574] : INFO : Epoch 1669 | loss: 0.0311424 | val_loss: 0.0311767 | Time: 2234.89 ms
[2021-11-28 17:17:45 main:574] : INFO : Epoch 1670 | loss: 0.0311417 | val_loss: 0.0311788 | Time: 2216.69 ms
[2021-11-28 17:17:47 main:574] : INFO : Epoch 1671 | loss: 0.0311369 | val_loss: 0.0311803 | Time: 2232.07 ms
[2021-11-28 17:17:49 main:574] : INFO : Epoch 1672 | loss: 0.0311348 | val_loss: 0.0311819 | Time: 2258.72 ms
[2021-11-28 17:17:52 main:574] : INFO : Epoch 1673 | loss: 0.0311357 | val_loss: 0.0311829 | Time: 2235.45 ms
[2021-11-28 17:17:54 main:574] : INFO : Epoch 1674 | loss: 0.0311351 | val_loss: 0.0311817 | Time: 2229.14 ms
[2021-11-28 17:17:56 main:574] : INFO : Epoch 1675 | loss: 0.0311432 | val_loss: 0.0311826 | Time: 2234 ms
[2021-11-28 17:17:58 main:574] : INFO : Epoch 1676 | loss: 0.0311376 | val_loss: 0.031189 | Time: 2228.76 ms
[2021-11-28 17:18:00 main:574] : INFO : Epoch 1677 | loss: 0.0311373 | val_loss: 0.0311833 | Time: 2187.58 ms
[2021-11-28 17:18:03 main:574] : INFO : Epoch 1678 | loss: 0.0311372 | val_loss: 0.0311861 | Time: 2226.29 ms
[2021-11-28 17:18:05 main:574] : INFO : Epoch 1679 | loss: 0.0311348 | val_loss: 0.0311854 | Time: 2260.39 ms
[2021-11-28 17:18:07 main:574] : INFO : Epoch 1680 | loss: 0.0311336 | val_loss: 0.0311876 | Time: 2247.52 ms
[2021-11-28 17:18:09 main:574] : INFO : Epoch 1681 | loss: 0.0311347 | val_loss: 0.0311807 | Time: 2213.57 ms
[2021-11-28 17:18:12 main:574] : INFO : Epoch 1682 | loss: 0.0311377 | val_loss: 0.0311832 | Time: 2191.88 ms
[2021-11-28 17:18:14 main:574] : INFO : Epoch 1683 | loss: 0.031136 | val_loss: 0.0311774 | Time: 2194.67 ms
[2021-11-28 17:18:16 main:574] : INFO : Epoch 1684 | loss: 0.0311347 | val_loss: 0.0311849 | Time: 2199.86 ms
[2021-11-28 17:18:18 main:574] : INFO : Epoch 1685 | loss: 0.0311325 | val_loss: 0.0311805 | Time: 2206.93 ms
[2021-11-28 17:18:20 main:574] : INFO : Epoch 1686 | loss: 0.031138 | val_loss: 0.0311862 | Time: 2163.99 ms
[2021-11-28 17:18:23 main:574] : INFO : Epoch 1687 | loss: 0.0311358 | val_loss: 0.0311864 | Time: 2203.59 ms
[2021-11-28 17:18:25 main:574] : INFO : Epoch 1688 | loss: 0.0311386 | val_loss: 0.0311851 | Time: 2228.65 ms
[2021-11-28 17:18:27 main:574] : INFO : Epoch 1689 | loss: 0.0311352 | val_loss: 0.0311836 | Time: 2258.25 ms
[2021-11-28 17:18:29 main:574] : INFO : Epoch 1690 | loss: 0.0311321 | val_loss: 0.0311945 | Time: 2192.61 ms
[2021-11-28 17:18:31 main:574] : INFO : Epoch 1691 | loss: 0.0311317 | val_loss: 0.0311905 | Time: 2229.31 ms
[2021-11-28 17:18:34 main:574] : INFO : Epoch 1692 | loss: 0.0311317 | val_loss: 0.0311835 | Time: 2214.15 ms
[2021-11-28 17:18:36 main:574] : INFO : Epoch 1693 | loss: 0.0311313 | val_loss: 0.0311845 | Time: 2233.51 ms
[2021-11-28 17:18:38 main:574] : INFO : Epoch 1694 | loss: 0.0311304 | val_loss: 0.031184 | Time: 2196.48 ms
[2021-11-28 17:18:40 main:574] : INFO : Epoch 1695 | loss: 0.0311319 | val_loss: 0.0311904 | Time: 2249.91 ms
[2021-11-28 17:18:43 main:574] : INFO : Epoch 1696 | loss: 0.031134 | val_loss: 0.0311833 | Time: 2202.95 ms
[2021-11-28 17:18:45 main:574] : INFO : Epoch 1697 | loss: 0.0311358 | val_loss: 0.0311794 | Time: 2210.44 ms
[2021-11-28 17:18:47 main:574] : INFO : Epoch 1698 | loss: 0.0311338 | val_loss: 0.0311848 | Time: 2185.09 ms
[2021-11-28 17:18:49 main:574] : INFO : Epoch 1699 | loss: 0.0311505 | val_loss: 0.0311768 | Time: 2219.63 ms
[2021-11-28 17:18:51 main:574] : INFO : Epoch 1700 | loss: 0.0311496 | val_loss: 0.0311825 | Time: 2200.52 ms
[2021-11-28 17:18:54 main:574] : INFO : Epoch 1701 | loss: 0.0311441 | val_loss: 0.0311795 | Time: 2217.69 ms
[2021-11-28 17:18:56 main:574] : INFO : Epoch 1702 | loss: 0.0311398 | val_loss: 0.0311869 | Time: 2197.26 ms
[2021-11-28 17:18:58 main:574] : INFO : Epoch 1703 | loss: 0.0311376 | val_loss: 0.0311803 | Time: 2196.24 ms
[2021-11-28 17:19:00 main:574] : INFO : Epoch 1704 | loss: 0.0311351 | val_loss: 0.0311781 | Time: 2191.93 ms
[2021-11-28 17:19:02 main:574] : INFO : Epoch 1705 | loss: 0.0311399 | val_loss: 0.0311921 | Time: 2221.62 ms
[2021-11-28 17:19:05 main:574] : INFO : Epoch 1706 | loss: 0.0311371 | val_loss: 0.0311831 | Time: 2226.1 ms
[2021-11-28 17:19:07 main:574] : INFO : Epoch 1707 | loss: 0.0311353 | val_loss: 0.0311824 | Time: 2209.68 ms
[2021-11-28 17:19:09 main:574] : INFO : Epoch 1708 | loss: 0.0311378 | val_loss: 0.0311842 | Time: 2229.06 ms
[2021-11-28 17:19:11 main:574] : INFO : Epoch 1709 | loss: 0.0311333 | val_loss: 0.0311889 | Time: 2222.91 ms
[2021-11-28 17:19:14 main:574] : INFO : Epoch 1710 | loss: 0.0311348 | val_loss: 0.0311904 | Time: 2231.53 ms
[2021-11-28 17:19:16 main:574] : INFO : Epoch 1711 | loss: 0.0311322 | val_loss: 0.031187 | Time: 2195.17 ms
[2021-11-28 17:19:18 main:574] : INFO : Epoch 1712 | loss: 0.0311305 | val_loss: 0.031192 | Time: 2221.86 ms
[2021-11-28 17:19:20 main:574] : INFO : Epoch 1713 | loss: 0.0311364 | val_loss: 0.0311836 | Time: 2199.11 ms
[2021-11-28 17:19:22 main:574] : INFO : Epoch 1714 | loss: 0.0311312 | val_loss: 0.0311839 | Time: 2237.16 ms
[2021-11-28 17:19:25 main:574] : INFO : Epoch 1715 | loss: 0.0311339 | val_loss: 0.0311873 | Time: 2232.01 ms
[2021-11-28 17:19:27 main:574] : INFO : Epoch 1716 | loss: 0.0311436 | val_loss: 0.0311838 | Time: 2227.55 ms
[2021-11-28 17:19:29 main:574] : INFO : Epoch 1717 | loss: 0.0311413 | val_loss: 0.0311863 | Time: 2254.14 ms
[2021-11-28 17:19:31 main:574] : INFO : Epoch 1718 | loss: 0.03114 | val_loss: 0.0311821 | Time: 2181.43 ms
[2021-11-28 17:19:34 main:574] : INFO : Epoch 1719 | loss: 0.0311418 | val_loss: 0.0311814 | Time: 2221.76 ms
[2021-11-28 17:19:36 main:574] : INFO : Epoch 1720 | loss: 0.0311417 | val_loss: 0.0311825 | Time: 2192.03 ms
[2021-11-28 17:19:38 main:574] : INFO : Epoch 1721 | loss: 0.0311411 | val_loss: 0.0311835 | Time: 2191.26 ms
[2021-11-28 17:19:40 main:574] : INFO : Epoch 1722 | loss: 0.0311401 | val_loss: 0.03118 | Time: 2220.37 ms
[2021-11-28 17:19:42 main:574] : INFO : Epoch 1723 | loss: 0.0311427 | val_loss: 0.0311777 | Time: 2221.85 ms
[2021-11-28 17:19:45 main:574] : INFO : Epoch 1724 | loss: 0.0311651 | val_loss: 0.0311912 | Time: 2202.76 ms
[2021-11-28 17:19:47 main:574] : INFO : Epoch 1725 | loss: 0.031173 | val_loss: 0.0311746 | Time: 2220.81 ms
[2021-11-28 17:19:49 main:574] : INFO : Epoch 1726 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 2215.65 ms
[2021-11-28 17:19:51 main:574] : INFO : Epoch 1727 | loss: 0.031157 | val_loss: 0.0311742 | Time: 2206.04 ms
[2021-11-28 17:19:54 main:574] : INFO : Epoch 1728 | loss: 0.0311539 | val_loss: 0.0311734 | Time: 2215.76 ms
[2021-11-28 17:19:56 main:574] : INFO : Epoch 1729 | loss: 0.0311542 | val_loss: 0.0311766 | Time: 2221.65 ms
[2021-11-28 17:19:58 main:574] : INFO : Epoch 1730 | loss: 0.0311517 | val_loss: 0.0311774 | Time: 2226.33 ms
[2021-11-28 17:20:00 main:574] : INFO : Epoch 1731 | loss: 0.0311495 | val_loss: 0.0311805 | Time: 2252.32 ms
[2021-11-28 17:20:02 main:574] : INFO : Epoch 1732 | loss: 0.0311522 | val_loss: 0.0311812 | Time: 2247.1 ms
[2021-11-28 17:20:05 main:574] : INFO : Epoch 1733 | loss: 0.0311479 | val_loss: 0.0311826 | Time: 2238.88 ms
[2021-11-28 17:20:07 main:574] : INFO : Epoch 1734 | loss: 0.0311511 | val_loss: 0.0311788 | Time: 2221.82 ms
[2021-11-28 17:20:09 main:574] : INFO : Epoch 1735 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 2222.52 ms
[2021-11-28 17:20:11 main:574] : INFO : Epoch 1736 | loss: 0.0311572 | val_loss: 0.0311779 | Time: 2206.98 ms
[2021-11-28 17:20:14 main:574] : INFO : Epoch 1737 | loss: 0.031154 | val_loss: 0.0311776 | Time: 2205.7 ms
[2021-11-28 17:20:16 main:574] : INFO : Epoch 1738 | loss: 0.0311519 | val_loss: 0.031178 | Time: 2245.76 ms
[2021-11-28 17:20:18 main:574] : INFO : Epoch 1739 | loss: 0.031151 | val_loss: 0.0311792 | Time: 2182.62 ms
[2021-11-28 17:20:20 main:574] : INFO : Epoch 1740 | loss: 0.0311493 | val_loss: 0.0311745 | Time: 2249.81 ms
[2021-11-28 17:20:22 main:574] : INFO : Epoch 1741 | loss: 0.0311489 | val_loss: 0.0311776 | Time: 2191.74 ms
[2021-11-28 17:20:25 main:574] : INFO : Epoch 1742 | loss: 0.0311479 | val_loss: 0.0311767 | Time: 2243.62 ms
[2021-11-28 17:20:27 main:574] : INFO : Epoch 1743 | loss: 0.031147 | val_loss: 0.0311792 | Time: 2217.39 ms
[2021-11-28 17:20:29 main:574] : INFO : Epoch 1744 | loss: 0.0311455 | val_loss: 0.0311799 | Time: 2216.32 ms
[2021-11-28 17:20:31 main:574] : INFO : Epoch 1745 | loss: 0.0311471 | val_loss: 0.0311784 | Time: 2234.95 ms
[2021-11-28 17:20:34 main:574] : INFO : Epoch 1746 | loss: 0.0311504 | val_loss: 0.0311753 | Time: 2221.91 ms
[2021-11-28 17:20:36 main:574] : INFO : Epoch 1747 | loss: 0.031148 | val_loss: 0.0311866 | Time: 2181.33 ms
[2021-11-28 17:20:38 main:574] : INFO : Epoch 1748 | loss: 0.0311459 | val_loss: 0.0311779 | Time: 2221.8 ms
[2021-11-28 17:20:40 main:574] : INFO : Epoch 1749 | loss: 0.0311421 | val_loss: 0.0311821 | Time: 2185.05 ms
[2021-11-28 17:20:42 main:574] : INFO : Epoch 1750 | loss: 0.0311429 | val_loss: 0.0311842 | Time: 2218.82 ms
[2021-11-28 17:20:45 main:574] : INFO : Epoch 1751 | loss: 0.0311463 | val_loss: 0.031185 | Time: 2221.79 ms
[2021-11-28 17:20:47 main:574] : INFO : Epoch 1752 | loss: 0.031148 | val_loss: 0.0311806 | Time: 2209.4 ms
[2021-11-28 17:20:49 main:574] : INFO : Epoch 1753 | loss: 0.0311424 | val_loss: 0.0311783 | Time: 2217.11 ms
[2021-11-28 17:20:51 main:574] : INFO : Epoch 1754 | loss: 0.0311402 | val_loss: 0.0311846 | Time: 2221.8 ms
[2021-11-28 17:20:54 main:574] : INFO : Epoch 1755 | loss: 0.0311407 | val_loss: 0.0311825 | Time: 2222.19 ms
[2021-11-28 17:20:56 main:574] : INFO : Epoch 1756 | loss: 0.031141 | val_loss: 0.0311834 | Time: 2213.33 ms
[2021-11-28 17:20:58 main:574] : INFO : Epoch 1757 | loss: 0.0311385 | val_loss: 0.0311844 | Time: 2222.7 ms
[2021-11-28 17:21:00 main:574] : INFO : Epoch 1758 | loss: 0.0311386 | val_loss: 0.0311898 | Time: 2250.26 ms
[2021-11-28 17:21:02 main:574] : INFO : Epoch 1759 | loss: 0.0311402 | val_loss: 0.0311921 | Time: 2210.94 ms
[2021-11-28 17:21:05 main:574] : INFO : Epoch 1760 | loss: 0.0311459 | val_loss: 0.0311834 | Time: 2228.41 ms
[2021-11-28 17:21:07 main:574] : INFO : Epoch 1761 | loss: 0.0311394 | val_loss: 0.0311868 | Time: 2209.44 ms
[2021-11-28 17:21:09 main:574] : INFO : Epoch 1762 | loss: 0.0311404 | val_loss: 0.0311775 | Time: 2261.24 ms
[2021-11-28 17:21:11 main:574] : INFO : Epoch 1763 | loss: 0.0311401 | val_loss: 0.0311813 | Time: 2234.62 ms
[2021-11-28 17:21:14 main:574] : INFO : Epoch 1764 | loss: 0.0311389 | val_loss: 0.0311813 | Time: 2220.04 ms
[2021-11-28 17:21:16 main:574] : INFO : Epoch 1765 | loss: 0.0311393 | val_loss: 0.0311895 | Time: 2232.31 ms
[2021-11-28 17:21:18 main:574] : INFO : Epoch 1766 | loss: 0.0311405 | val_loss: 0.0311807 | Time: 2201.49 ms
[2021-11-28 17:21:20 main:574] : INFO : Epoch 1767 | loss: 0.0311411 | val_loss: 0.031182 | Time: 2230.99 ms
[2021-11-28 17:21:23 main:574] : INFO : Epoch 1768 | loss: 0.0311433 | val_loss: 0.0311826 | Time: 2240.64 ms
[2021-11-28 17:21:25 main:574] : INFO : Epoch 1769 | loss: 0.0311385 | val_loss: 0.0311894 | Time: 2195.14 ms
[2021-11-28 17:21:27 main:574] : INFO : Epoch 1770 | loss: 0.0311377 | val_loss: 0.0311815 | Time: 2229.88 ms
[2021-11-28 17:21:29 main:574] : INFO : Epoch 1771 | loss: 0.0311386 | val_loss: 0.0311881 | Time: 2246.98 ms
[2021-11-28 17:21:31 main:574] : INFO : Epoch 1772 | loss: 0.0311412 | val_loss: 0.0311834 | Time: 2222.92 ms
[2021-11-28 17:21:34 main:574] : INFO : Epoch 1773 | loss: 0.0311407 | val_loss: 0.0311829 | Time: 2207.94 ms
[2021-11-28 17:21:36 main:574] : INFO : Epoch 1774 | loss: 0.0311396 | val_loss: 0.0311794 | Time: 2205.55 ms
[2021-11-28 17:21:38 main:574] : INFO : Epoch 1775 | loss: 0.0311394 | val_loss: 0.0311819 | Time: 2217.05 ms
[2021-11-28 17:21:40 main:574] : INFO : Epoch 1776 | loss: 0.031136 | val_loss: 0.0311853 | Time: 2204.95 ms
[2021-11-28 17:21:42 main:574] : INFO : Epoch 1777 | loss: 0.0311416 | val_loss: 0.0311794 | Time: 2186.98 ms
[2021-11-28 17:21:45 main:574] : INFO : Epoch 1778 | loss: 0.0311438 | val_loss: 0.0311813 | Time: 2205.21 ms
[2021-11-28 17:21:47 main:574] : INFO : Epoch 1779 | loss: 0.0311411 | val_loss: 0.0311842 | Time: 2226.53 ms
[2021-11-28 17:21:49 main:574] : INFO : Epoch 1780 | loss: 0.0311523 | val_loss: 0.0311799 | Time: 2209.3 ms
[2021-11-28 17:21:51 main:574] : INFO : Epoch 1781 | loss: 0.0311483 | val_loss: 0.0311765 | Time: 2224.21 ms
[2021-11-28 17:21:54 main:574] : INFO : Epoch 1782 | loss: 0.0311423 | val_loss: 0.0311799 | Time: 2199.91 ms
[2021-11-28 17:21:56 main:574] : INFO : Epoch 1783 | loss: 0.0311433 | val_loss: 0.0311816 | Time: 2236.58 ms
[2021-11-28 17:21:58 main:574] : INFO : Epoch 1784 | loss: 0.0311453 | val_loss: 0.0311817 | Time: 2209.94 ms
[2021-11-28 17:22:00 main:574] : INFO : Epoch 1785 | loss: 0.0311474 | val_loss: 0.0311795 | Time: 2228.92 ms
[2021-11-28 17:22:02 main:574] : INFO : Epoch 1786 | loss: 0.0311415 | val_loss: 0.0311811 | Time: 2207.11 ms
[2021-11-28 17:22:05 main:574] : INFO : Epoch 1787 | loss: 0.0311368 | val_loss: 0.0311822 | Time: 2193.61 ms
[2021-11-28 17:22:07 main:574] : INFO : Epoch 1788 | loss: 0.0311372 | val_loss: 0.0311846 | Time: 2203.04 ms
[2021-11-28 17:22:09 main:574] : INFO : Epoch 1789 | loss: 0.0311351 | val_loss: 0.0311807 | Time: 2206.07 ms
[2021-11-28 17:22:11 main:574] : INFO : Epoch 1790 | loss: 0.0311385 | val_loss: 0.0311846 | Time: 2234.54 ms
[2021-11-28 17:22:14 main:574] : INFO : Epoch 1791 | loss: 0.0311356 | val_loss: 0.0311917 | Time: 2208.7 ms
[2021-11-28 17:22:16 main:574] : INFO : Epoch 1792 | loss: 0.0311354 | val_loss: 0.031181 | Time: 2177.68 ms
[2021-11-28 17:22:18 main:574] : INFO : Epoch 1793 | loss: 0.031136 | val_loss: 0.0311883 | Time: 2243.6 ms
[2021-11-28 17:22:20 main:574] : INFO : Epoch 1794 | loss: 0.0311328 | val_loss: 0.0311808 | Time: 2187.72 ms
[2021-11-28 17:22:22 main:574] : INFO : Epoch 1795 | loss: 0.0311347 | val_loss: 0.0311769 | Time: 2195.87 ms
[2021-11-28 17:22:25 main:574] : INFO : Epoch 1796 | loss: 0.0311412 | val_loss: 0.0311862 | Time: 2221.32 ms
[2021-11-28 17:22:27 main:574] : INFO : Epoch 1797 | loss: 0.0311406 | val_loss: 0.0311816 | Time: 2229 ms
[2021-11-28 17:22:29 main:574] : INFO : Epoch 1798 | loss: 0.0311354 | val_loss: 0.0311857 | Time: 2239.14 ms
[2021-11-28 17:22:31 main:574] : INFO : Epoch 1799 | loss: 0.0311332 | val_loss: 0.031183 | Time: 2207.29 ms
[2021-11-28 17:22:33 main:574] : INFO : Epoch 1800 | loss: 0.031133 | val_loss: 0.0311826 | Time: 2221.52 ms
[2021-11-28 17:22:36 main:574] : INFO : Epoch 1801 | loss: 0.0311431 | val_loss: 0.0311833 | Time: 2241.07 ms
[2021-11-28 17:22:38 main:574] : INFO : Epoch 1802 | loss: 0.0311394 | val_loss: 0.0311817 | Time: 2235.57 ms
[2021-11-28 17:22:40 main:574] : INFO : Epoch 1803 | loss: 0.031135 | val_loss: 0.0311799 | Time: 2217.51 ms
[2021-11-28 17:22:42 main:574] : INFO : Epoch 1804 | loss: 0.0311316 | val_loss: 0.0311773 | Time: 2206.61 ms
[2021-11-28 17:22:45 main:574] : INFO : Epoch 1805 | loss: 0.0311321 | val_loss: 0.0311848 | Time: 2235.74 ms
[2021-11-28 17:22:47 main:574] : INFO : Epoch 1806 | loss: 0.0311303 | val_loss: 0.0311883 | Time: 2227.6 ms
[2021-11-28 17:22:49 main:574] : INFO : Epoch 1807 | loss: 0.0311303 | val_loss: 0.0311871 | Time: 2199.38 ms
[2021-11-28 17:22:51 main:574] : INFO : Epoch 1808 | loss: 0.0311315 | val_loss: 0.0311858 | Time: 2244.05 ms
[2021-11-28 17:22:53 main:574] : INFO : Epoch 1809 | loss: 0.0311384 | val_loss: 0.0311878 | Time: 2174.36 ms
[2021-11-28 17:22:56 main:574] : INFO : Epoch 1810 | loss: 0.0311438 | val_loss: 0.0311791 | Time: 2238 ms
[2021-11-28 17:22:58 main:574] : INFO : Epoch 1811 | loss: 0.0311392 | val_loss: 0.031198 | Time: 2202.45 ms
[2021-11-28 17:23:00 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 2199.24 ms
[2021-11-28 17:23:02 main:574] : INFO : Epoch 1813 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 2229.84 ms
[2021-11-28 17:23:05 main:574] : INFO : Epoch 1814 | loss: 0.0311624 | val_loss: 0.0311795 | Time: 2215.81 ms
[2021-11-28 17:23:07 main:574] : INFO : Epoch 1815 | loss: 0.0311561 | val_loss: 0.0311768 | Time: 2228.37 ms
[2021-11-28 17:23:09 main:574] : INFO : Epoch 1816 | loss: 0.0311526 | val_loss: 0.0311789 | Time: 2186.77 ms
[2021-11-28 17:23:11 main:574] : INFO : Epoch 1817 | loss: 0.0311513 | val_loss: 0.031179 | Time: 2213.39 ms
[2021-11-28 17:23:13 main:574] : INFO : Epoch 1818 | loss: 0.0311507 | val_loss: 0.0311812 | Time: 2242.56 ms
[2021-11-28 17:23:16 main:574] : INFO : Epoch 1819 | loss: 0.0311513 | val_loss: 0.0311789 | Time: 2219.38 ms
[2021-11-28 17:23:18 main:574] : INFO : Epoch 1820 | loss: 0.0311504 | val_loss: 0.0311789 | Time: 2235.43 ms
[2021-11-28 17:23:20 main:574] : INFO : Epoch 1821 | loss: 0.0311468 | val_loss: 0.0311817 | Time: 2243.98 ms
[2021-11-28 17:23:22 main:574] : INFO : Epoch 1822 | loss: 0.031143 | val_loss: 0.031184 | Time: 2219.5 ms
[2021-11-28 17:23:25 main:574] : INFO : Epoch 1823 | loss: 0.0311444 | val_loss: 0.0311845 | Time: 2209.29 ms
[2021-11-28 17:23:27 main:574] : INFO : Epoch 1824 | loss: 0.0311429 | val_loss: 0.0311781 | Time: 2251.22 ms
[2021-11-28 17:23:29 main:574] : INFO : Epoch 1825 | loss: 0.0311388 | val_loss: 0.0311814 | Time: 2237.98 ms
[2021-11-28 17:23:31 main:574] : INFO : Epoch 1826 | loss: 0.0311393 | val_loss: 0.031181 | Time: 2205.13 ms
[2021-11-28 17:23:34 main:574] : INFO : Epoch 1827 | loss: 0.031136 | val_loss: 0.0311822 | Time: 2223 ms
[2021-11-28 17:23:36 main:574] : INFO : Epoch 1828 | loss: 0.0311352 | val_loss: 0.0311853 | Time: 2211.87 ms
[2021-11-28 17:23:38 main:574] : INFO : Epoch 1829 | loss: 0.0311351 | val_loss: 0.0311916 | Time: 2200.8 ms
[2021-11-28 17:23:40 main:574] : INFO : Epoch 1830 | loss: 0.0311421 | val_loss: 0.0311794 | Time: 2218.85 ms
[2021-11-28 17:23:42 main:574] : INFO : Epoch 1831 | loss: 0.0311396 | val_loss: 0.0311862 | Time: 2202.33 ms
[2021-11-28 17:23:45 main:574] : INFO : Epoch 1832 | loss: 0.0311366 | val_loss: 0.0311794 | Time: 2232.92 ms
[2021-11-28 17:23:47 main:574] : INFO : Epoch 1833 | loss: 0.0311339 | val_loss: 0.0311879 | Time: 2241.8 ms
[2021-11-28 17:23:49 main:574] : INFO : Epoch 1834 | loss: 0.0311342 | val_loss: 0.0311943 | Time: 2254.14 ms
[2021-11-28 17:23:51 main:574] : INFO : Epoch 1835 | loss: 0.0311344 | val_loss: 0.0311878 | Time: 2221.79 ms
[2021-11-28 17:23:54 main:574] : INFO : Epoch 1836 | loss: 0.0311356 | val_loss: 0.031183 | Time: 2210.28 ms
[2021-11-28 17:23:56 main:574] : INFO : Epoch 1837 | loss: 0.031138 | val_loss: 0.0311831 | Time: 2207.29 ms
[2021-11-28 17:23:58 main:574] : INFO : Epoch 1838 | loss: 0.0311432 | val_loss: 0.0311813 | Time: 2222.67 ms
[2021-11-28 17:24:00 main:574] : INFO : Epoch 1839 | loss: 0.0311421 | val_loss: 0.0311778 | Time: 2185.76 ms
[2021-11-28 17:24:02 main:574] : INFO : Epoch 1840 | loss: 0.031142 | val_loss: 0.0311829 | Time: 2232.5 ms
[2021-11-28 17:24:05 main:574] : INFO : Epoch 1841 | loss: 0.0311394 | val_loss: 0.0311829 | Time: 2220.35 ms
[2021-11-28 17:24:07 main:574] : INFO : Epoch 1842 | loss: 0.0311388 | val_loss: 0.031183 | Time: 2206.87 ms
[2021-11-28 17:24:09 main:574] : INFO : Epoch 1843 | loss: 0.0311416 | val_loss: 0.0311834 | Time: 2227.05 ms
[2021-11-28 17:24:11 main:574] : INFO : Epoch 1844 | loss: 0.0311364 | val_loss: 0.0311819 | Time: 2204.96 ms
[2021-11-28 17:24:14 main:574] : INFO : Epoch 1845 | loss: 0.0311359 | val_loss: 0.0311862 | Time: 2223.77 ms
[2021-11-28 17:24:16 main:574] : INFO : Epoch 1846 | loss: 0.0311407 | val_loss: 0.0311805 | Time: 2210.6 ms
[2021-11-28 17:24:18 main:574] : INFO : Epoch 1847 | loss: 0.0311403 | val_loss: 0.0311795 | Time: 2222.15 ms
[2021-11-28 17:24:20 main:574] : INFO : Epoch 1848 | loss: 0.0311383 | val_loss: 0.0311829 | Time: 2216.34 ms
[2021-11-28 17:24:22 main:574] : INFO : Epoch 1849 | loss: 0.0311345 | val_loss: 0.0311794 | Time: 2210.42 ms
[2021-11-28 17:24:25 main:574] : INFO : Epoch 1850 | loss: 0.0311354 | val_loss: 0.0311945 | Time: 2207.05 ms
[2021-11-28 17:24:27 main:574] : INFO : Epoch 1851 | loss: 0.0311355 | val_loss: 0.0311805 | Time: 2200.98 ms
[2021-11-28 17:24:29 main:574] : INFO : Epoch 1852 | loss: 0.0311385 | val_loss: 0.0311803 | Time: 2199.53 ms
[2021-11-28 17:24:31 main:574] : INFO : Epoch 1853 | loss: 0.0311395 | val_loss: 0.0311885 | Time: 2243.1 ms
[2021-11-28 17:24:33 main:574] : INFO : Epoch 1854 | loss: 0.0311354 | val_loss: 0.0311812 | Time: 2195.68 ms
[2021-11-28 17:24:36 main:574] : INFO : Epoch 1855 | loss: 0.0311352 | val_loss: 0.031185 | Time: 2210.64 ms
[2021-11-28 17:24:38 main:574] : INFO : Epoch 1856 | loss: 0.0311344 | val_loss: 0.0311876 | Time: 2203.39 ms
[2021-11-28 17:24:40 main:574] : INFO : Epoch 1857 | loss: 0.0311319 | val_loss: 0.0311855 | Time: 2226.9 ms
[2021-11-28 17:24:42 main:574] : INFO : Epoch 1858 | loss: 0.0311449 | val_loss: 0.0311809 | Time: 2208.85 ms
[2021-11-28 17:24:45 main:574] : INFO : Epoch 1859 | loss: 0.031146 | val_loss: 0.0311773 | Time: 2245.41 ms
[2021-11-28 17:24:47 main:574] : INFO : Epoch 1860 | loss: 0.0311396 | val_loss: 0.0311867 | Time: 2200.2 ms
[2021-11-28 17:24:49 main:574] : INFO : Epoch 1861 | loss: 0.0311349 | val_loss: 0.0311834 | Time: 2217.09 ms
[2021-11-28 17:24:51 main:574] : INFO : Epoch 1862 | loss: 0.0311355 | val_loss: 0.0311922 | Time: 2205.64 ms
[2021-11-28 17:24:53 main:574] : INFO : Epoch 1863 | loss: 0.031135 | val_loss: 0.0311792 | Time: 2197.43 ms
[2021-11-28 17:24:56 main:574] : INFO : Epoch 1864 | loss: 0.0311353 | val_loss: 0.031185 | Time: 2252.79 ms
[2021-11-28 17:24:58 main:574] : INFO : Epoch 1865 | loss: 0.0311435 | val_loss: 0.0311831 | Time: 2227.45 ms
[2021-11-28 17:25:00 main:574] : INFO : Epoch 1866 | loss: 0.0311369 | val_loss: 0.0311844 | Time: 2246.44 ms
[2021-11-28 17:25:02 main:574] : INFO : Epoch 1867 | loss: 0.0311361 | val_loss: 0.0311804 | Time: 2222.82 ms
[2021-11-28 17:25:05 main:574] : INFO : Epoch 1868 | loss: 0.0311328 | val_loss: 0.0311838 | Time: 2242.66 ms
[2021-11-28 17:25:07 main:574] : INFO : Epoch 1869 | loss: 0.0311343 | val_loss: 0.0311818 | Time: 2204.11 ms
[2021-11-28 17:25:09 main:574] : INFO : Epoch 1870 | loss: 0.0311359 | val_loss: 0.0311866 | Time: 2271.31 ms
[2021-11-28 17:25:11 main:574] : INFO : Epoch 1871 | loss: 0.0311329 | val_loss: 0.0311836 | Time: 2203.97 ms
[2021-11-28 17:25:14 main:574] : INFO : Epoch 1872 | loss: 0.0311327 | val_loss: 0.0311889 | Time: 2253.14 ms
[2021-11-28 17:25:16 main:574] : INFO : Epoch 1873 | loss: 0.031131 | val_loss: 0.0311903 | Time: 2698.37 ms
[2021-11-28 17:25:19 main:574] : INFO : Epoch 1874 | loss: 0.0311348 | val_loss: 0.0311812 | Time: 2227.54 ms
[2021-11-28 17:25:21 main:574] : INFO : Epoch 1875 | loss: 0.0311416 | val_loss: 0.0311854 | Time: 2231.89 ms
[2021-11-28 17:25:23 main:574] : INFO : Epoch 1876 | loss: 0.0311355 | val_loss: 0.0311822 | Time: 2212.31 ms
[2021-11-28 17:25:25 main:574] : INFO : Epoch 1877 | loss: 0.0311336 | val_loss: 0.0311821 | Time: 2234.45 ms
[2021-11-28 17:25:27 main:574] : INFO : Epoch 1878 | loss: 0.0311336 | val_loss: 0.0311832 | Time: 2236.81 ms
[2021-11-28 17:25:30 main:574] : INFO : Epoch 1879 | loss: 0.0311315 | val_loss: 0.0311899 | Time: 2223.6 ms
[2021-11-28 17:25:32 main:574] : INFO : Epoch 1880 | loss: 0.0311327 | val_loss: 0.0311882 | Time: 2220.81 ms
[2021-11-28 17:25:34 main:574] : INFO : Epoch 1881 | loss: 0.0311331 | val_loss: 0.0311894 | Time: 2217.67 ms
[2021-11-28 17:25:36 main:574] : INFO : Epoch 1882 | loss: 0.0311294 | val_loss: 0.0311911 | Time: 2237.22 ms
[2021-11-28 17:25:39 main:574] : INFO : Epoch 1883 | loss: 0.0311325 | val_loss: 0.0311902 | Time: 2216.21 ms
[2021-11-28 17:25:41 main:574] : INFO : Epoch 1884 | loss: 0.0311335 | val_loss: 0.0311969 | Time: 2207.51 ms
[2021-11-28 17:25:43 main:574] : INFO : Epoch 1885 | loss: 0.03113 | val_loss: 0.0311947 | Time: 2245.24 ms
[2021-11-28 17:25:45 main:574] : INFO : Epoch 1886 | loss: 0.0311279 | val_loss: 0.0311848 | Time: 2215.25 ms
[2021-11-28 17:25:48 main:574] : INFO : Epoch 1887 | loss: 0.0311302 | val_loss: 0.0311867 | Time: 2201.01 ms
[2021-11-28 17:25:50 main:574] : INFO : Epoch 1888 | loss: 0.0311342 | val_loss: 0.0311858 | Time: 2240.26 ms
[2021-11-28 17:25:52 main:574] : INFO : Epoch 1889 | loss: 0.0311339 | val_loss: 0.0311879 | Time: 2231.91 ms
[2021-11-28 17:25:54 main:574] : INFO : Epoch 1890 | loss: 0.0311307 | val_loss: 0.0311858 | Time: 2193.37 ms
[2021-11-28 17:25:56 main:574] : INFO : Epoch 1891 | loss: 0.0311305 | val_loss: 0.0311881 | Time: 2226.52 ms
[2021-11-28 17:25:59 main:574] : INFO : Epoch 1892 | loss: 0.0311294 | val_loss: 0.0311834 | Time: 2219.3 ms
[2021-11-28 17:26:01 main:574] : INFO : Epoch 1893 | loss: 0.0311252 | val_loss: 0.0311888 | Time: 2222.33 ms
[2021-11-28 17:26:03 main:574] : INFO : Epoch 1894 | loss: 0.0311249 | val_loss: 0.0311816 | Time: 2205.7 ms
[2021-11-28 17:26:05 main:574] : INFO : Epoch 1895 | loss: 0.0311273 | val_loss: 0.0311886 | Time: 2242.8 ms
[2021-11-28 17:26:08 main:574] : INFO : Epoch 1896 | loss: 0.0311271 | val_loss: 0.0311879 | Time: 2217.2 ms
[2021-11-28 17:26:10 main:574] : INFO : Epoch 1897 | loss: 0.0311274 | val_loss: 0.0311907 | Time: 2165.47 ms
[2021-11-28 17:26:12 main:574] : INFO : Epoch 1898 | loss: 0.0311278 | val_loss: 0.0311857 | Time: 2226.22 ms
[2021-11-28 17:26:14 main:574] : INFO : Epoch 1899 | loss: 0.0311254 | val_loss: 0.0311912 | Time: 2205.25 ms
[2021-11-28 17:26:16 main:574] : INFO : Epoch 1900 | loss: 0.0311249 | val_loss: 0.0311936 | Time: 2176.54 ms
[2021-11-28 17:26:19 main:574] : INFO : Epoch 1901 | loss: 0.0311267 | val_loss: 0.0311827 | Time: 2201.63 ms
[2021-11-28 17:26:21 main:574] : INFO : Epoch 1902 | loss: 0.0311263 | val_loss: 0.0311844 | Time: 2247.71 ms
[2021-11-28 17:26:23 main:574] : INFO : Epoch 1903 | loss: 0.0311262 | val_loss: 0.0311849 | Time: 2205.38 ms
[2021-11-28 17:26:25 main:574] : INFO : Epoch 1904 | loss: 0.0311278 | val_loss: 0.0311987 | Time: 2231.89 ms
[2021-11-28 17:26:28 main:574] : INFO : Epoch 1905 | loss: 0.0311274 | val_loss: 0.0311934 | Time: 2203.3 ms
[2021-11-28 17:26:30 main:574] : INFO : Epoch 1906 | loss: 0.0311265 | val_loss: 0.0311888 | Time: 2237.95 ms
[2021-11-28 17:26:32 main:574] : INFO : Epoch 1907 | loss: 0.0311283 | val_loss: 0.0311878 | Time: 2221.72 ms
[2021-11-28 17:26:34 main:574] : INFO : Epoch 1908 | loss: 0.0311283 | val_loss: 0.0311916 | Time: 2221.37 ms
[2021-11-28 17:26:36 main:574] : INFO : Epoch 1909 | loss: 0.0311254 | val_loss: 0.0311918 | Time: 2219.69 ms
[2021-11-28 17:26:39 main:574] : INFO : Epoch 1910 | loss: 0.0311247 | val_loss: 0.0311913 | Time: 2231.36 ms
[2021-11-28 17:26:41 main:574] : INFO : Epoch 1911 | loss: 0.0311262 | val_loss: 0.0311857 | Time: 2192.63 ms
[2021-11-28 17:26:43 main:574] : INFO : Epoch 1912 | loss: 0.0311255 | val_loss: 0.0311869 | Time: 2231.54 ms
[2021-11-28 17:26:45 main:574] : INFO : Epoch 1913 | loss: 0.0311276 | val_loss: 0.0311875 | Time: 2192.37 ms
[2021-11-28 17:26:48 main:574] : INFO : Epoch 1914 | loss: 0.0311266 | val_loss: 0.0311874 | Time: 2235.37 ms
[2021-11-28 17:26:50 main:574] : INFO : Epoch 1915 | loss: 0.0311251 | val_loss: 0.0311927 | Time: 2228.73 ms
[2021-11-28 17:26:52 main:574] : INFO : Epoch 1916 | loss: 0.0311263 | val_loss: 0.031194 | Time: 2233.41 ms
[2021-11-28 17:26:54 main:574] : INFO : Epoch 1917 | loss: 0.0311248 | val_loss: 0.0311866 | Time: 2227.66 ms
[2021-11-28 17:26:56 main:574] : INFO : Epoch 1918 | loss: 0.0311236 | val_loss: 0.0311897 | Time: 2235.17 ms
[2021-11-28 17:26:59 main:574] : INFO : Epoch 1919 | loss: 0.0311268 | val_loss: 0.0311892 | Time: 2219.48 ms
[2021-11-28 17:27:01 main:574] : INFO : Epoch 1920 | loss: 0.0311382 | val_loss: 0.031186 | Time: 2247.67 ms
[2021-11-28 17:27:03 main:574] : INFO : Epoch 1921 | loss: 0.0311359 | val_loss: 0.0311856 | Time: 2203.72 ms
[2021-11-28 17:27:05 main:574] : INFO : Epoch 1922 | loss: 0.031133 | val_loss: 0.0311868 | Time: 2216.68 ms
[2021-11-28 17:27:08 main:574] : INFO : Epoch 1923 | loss: 0.0311313 | val_loss: 0.031184 | Time: 2220.08 ms
[2021-11-28 17:27:10 main:574] : INFO : Epoch 1924 | loss: 0.0311328 | val_loss: 0.0311791 | Time: 2209.62 ms
[2021-11-28 17:27:12 main:574] : INFO : Epoch 1925 | loss: 0.0311424 | val_loss: 0.0311784 | Time: 2205.47 ms
[2021-11-28 17:27:14 main:574] : INFO : Epoch 1926 | loss: 0.0311348 | val_loss: 0.0311908 | Time: 2234.46 ms
[2021-11-28 17:27:17 main:574] : INFO : Epoch 1927 | loss: 0.0311302 | val_loss: 0.0311918 | Time: 2229.17 ms
[2021-11-28 17:27:19 main:574] : INFO : Epoch 1928 | loss: 0.0311314 | val_loss: 0.0311884 | Time: 2176.8 ms
[2021-11-28 17:27:21 main:574] : INFO : Epoch 1929 | loss: 0.0311338 | val_loss: 0.0311951 | Time: 2237.3 ms
[2021-11-28 17:27:23 main:574] : INFO : Epoch 1930 | loss: 0.0311304 | val_loss: 0.0311875 | Time: 2199.54 ms
[2021-11-28 17:27:25 main:574] : INFO : Epoch 1931 | loss: 0.0311313 | val_loss: 0.0311996 | Time: 2186.22 ms
[2021-11-28 17:27:28 main:574] : INFO : Epoch 1932 | loss: 0.0311312 | val_loss: 0.031196 | Time: 2235.91 ms
[2021-11-28 17:27:30 main:574] : INFO : Epoch 1933 | loss: 0.0311282 | val_loss: 0.0311909 | Time: 2221.16 ms
[2021-11-28 17:27:32 main:574] : INFO : Epoch 1934 | loss: 0.0311274 | val_loss: 0.0311892 | Time: 2233.57 ms
[2021-11-28 17:27:34 main:574] : INFO : Epoch 1935 | loss: 0.031132 | val_loss: 0.0311904 | Time: 2202.82 ms
[2021-11-28 17:27:36 main:574] : INFO : Epoch 1936 | loss: 0.0311287 | val_loss: 0.0311953 | Time: 2242.81 ms
[2021-11-28 17:27:39 main:574] : INFO : Epoch 1937 | loss: 0.0311461 | val_loss: 0.03125 | Time: 2219.73 ms
[2021-11-28 17:27:41 main:574] : INFO : Epoch 1938 | loss: 0.0327202 | val_loss: 0.0329747 | Time: 2241.53 ms
[2021-11-28 17:27:43 main:574] : INFO : Epoch 1939 | loss: 0.0356451 | val_loss: 0.0317793 | Time: 2221.73 ms
[2021-11-28 17:27:45 main:574] : INFO : Epoch 1940 | loss: 0.0330502 | val_loss: 0.0322441 | Time: 2209.13 ms
[2021-11-28 17:27:48 main:574] : INFO : Epoch 1941 | loss: 0.0315414 | val_loss: 0.031331 | Time: 2208.67 ms
[2021-11-28 17:27:50 main:574] : INFO : Epoch 1942 | loss: 0.0312944 | val_loss: 0.0312543 | Time: 2215.66 ms
[2021-11-28 17:27:52 main:574] : INFO : Epoch 1943 | loss: 0.0312495 | val_loss: 0.0312434 | Time: 2205.02 ms
[2021-11-28 17:27:54 main:574] : INFO : Epoch 1944 | loss: 0.0312393 | val_loss: 0.0312337 | Time: 2244.2 ms
[2021-11-28 17:27:56 main:574] : INFO : Epoch 1945 | loss: 0.0312352 | val_loss: 0.0312321 | Time: 2212.32 ms
[2021-11-28 17:27:59 main:574] : INFO : Epoch 1946 | loss: 0.031231 | val_loss: 0.0312272 | Time: 2192.13 ms
[2021-11-28 17:28:01 main:574] : INFO : Epoch 1947 | loss: 0.0312277 | val_loss: 0.0312222 | Time: 2210.73 ms
[2021-11-28 17:28:03 main:574] : INFO : Epoch 1948 | loss: 0.0312236 | val_loss: 0.0312195 | Time: 2221.23 ms
[2021-11-28 17:28:05 main:574] : INFO : Epoch 1949 | loss: 0.0312218 | val_loss: 0.0312149 | Time: 2211.05 ms
[2021-11-28 17:28:08 main:574] : INFO : Epoch 1950 | loss: 0.0312177 | val_loss: 0.0312113 | Time: 2206.72 ms
[2021-11-28 17:28:10 main:574] : INFO : Epoch 1951 | loss: 0.0312123 | val_loss: 0.0312069 | Time: 2207.36 ms
[2021-11-28 17:28:12 main:574] : INFO : Epoch 1952 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 2232.87 ms
[2021-11-28 17:28:14 main:574] : INFO : Epoch 1953 | loss: 0.0311985 | val_loss: 0.0311988 | Time: 2235.04 ms
[2021-11-28 17:28:16 main:574] : INFO : Epoch 1954 | loss: 0.0311955 | val_loss: 0.0311896 | Time: 2236.92 ms
[2021-11-28 17:28:19 main:574] : INFO : Epoch 1955 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 2204.86 ms
[2021-11-28 17:28:21 main:574] : INFO : Epoch 1956 | loss: 0.0311849 | val_loss: 0.0311813 | Time: 2237.55 ms
[2021-11-28 17:28:23 main:574] : INFO : Epoch 1957 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 2227.65 ms
[2021-11-28 17:28:25 main:574] : INFO : Epoch 1958 | loss: 0.031176 | val_loss: 0.0311797 | Time: 2240.96 ms
[2021-11-28 17:28:28 main:574] : INFO : Epoch 1959 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 2203.54 ms
[2021-11-28 17:28:30 main:574] : INFO : Epoch 1960 | loss: 0.0311705 | val_loss: 0.0311849 | Time: 2247.01 ms
[2021-11-28 17:28:32 main:574] : INFO : Epoch 1961 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 2244.92 ms
[2021-11-28 17:28:34 main:574] : INFO : Epoch 1962 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 2225.4 ms
[2021-11-28 17:28:37 main:574] : INFO : Epoch 1963 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 2218.6 ms
[2021-11-28 17:28:39 main:574] : INFO : Epoch 1964 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 2232.56 ms
[2021-11-28 17:28:41 main:574] : INFO : Epoch 1965 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 2223.32 ms
[2021-11-28 17:28:43 main:574] : INFO : Epoch 1966 | loss: 0.0311601 | val_loss: 0.031173 | Time: 2204.74 ms
[2021-11-28 17:28:45 main:574] : INFO : Epoch 1967 | loss: 0.0311612 | val_loss: 0.0311732 | Time: 2220.92 ms
[2021-11-28 17:28:48 main:574] : INFO : Epoch 1968 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 2225.93 ms
[2021-11-28 17:28:50 main:574] : INFO : Epoch 1969 | loss: 0.0311572 | val_loss: 0.031173 | Time: 2226.92 ms
[2021-11-28 17:28:52 main:574] : INFO : Epoch 1970 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 2231.84 ms
[2021-11-28 17:28:54 main:574] : INFO : Epoch 1971 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 2216.05 ms
[2021-11-28 17:28:57 main:574] : INFO : Epoch 1972 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 2229.24 ms
[2021-11-28 17:28:59 main:574] : INFO : Epoch 1973 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 2228.8 ms
[2021-11-28 17:29:01 main:574] : INFO : Epoch 1974 | loss: 0.0311523 | val_loss: 0.0311713 | Time: 2226.55 ms
[2021-11-28 17:29:03 main:574] : INFO : Epoch 1975 | loss: 0.0311514 | val_loss: 0.0311731 | Time: 2252.03 ms
[2021-11-28 17:29:06 main:574] : INFO : Epoch 1976 | loss: 0.0311521 | val_loss: 0.0311727 | Time: 2227.04 ms
[2021-11-28 17:29:08 main:574] : INFO : Epoch 1977 | loss: 0.0311654 | val_loss: 0.0311772 | Time: 2240.69 ms
[2021-11-28 17:29:10 main:574] : INFO : Epoch 1978 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 2242.31 ms
[2021-11-28 17:29:12 main:574] : INFO : Epoch 1979 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 2216.22 ms
[2021-11-28 17:29:14 main:574] : INFO : Epoch 1980 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 2214.96 ms
[2021-11-28 17:29:17 main:574] : INFO : Epoch 1981 | loss: 0.0311544 | val_loss: 0.031171 | Time: 2214.85 ms
[2021-11-28 17:29:19 main:574] : INFO : Epoch 1982 | loss: 0.0311529 | val_loss: 0.0311741 | Time: 2219.59 ms
[2021-11-28 17:29:21 main:574] : INFO : Epoch 1983 | loss: 0.0311514 | val_loss: 0.0311726 | Time: 2222.46 ms
[2021-11-28 17:29:23 main:574] : INFO : Epoch 1984 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 2244.89 ms
[2021-11-28 17:29:26 main:574] : INFO : Epoch 1985 | loss: 0.0311502 | val_loss: 0.0311763 | Time: 2193.34 ms
[2021-11-28 17:29:28 main:574] : INFO : Epoch 1986 | loss: 0.0311528 | val_loss: 0.0311713 | Time: 2237.66 ms
[2021-11-28 17:29:30 main:574] : INFO : Epoch 1987 | loss: 0.0311521 | val_loss: 0.0311725 | Time: 2211.56 ms
[2021-11-28 17:29:32 main:574] : INFO : Epoch 1988 | loss: 0.0311521 | val_loss: 0.0311743 | Time: 2228.32 ms
[2021-11-28 17:29:34 main:574] : INFO : Epoch 1989 | loss: 0.0311525 | val_loss: 0.0311757 | Time: 2214.05 ms
[2021-11-28 17:29:37 main:574] : INFO : Epoch 1990 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 2247.45 ms
[2021-11-28 17:29:39 main:574] : INFO : Epoch 1991 | loss: 0.0311483 | val_loss: 0.031174 | Time: 2210.89 ms
[2021-11-28 17:29:41 main:574] : INFO : Epoch 1992 | loss: 0.0311485 | val_loss: 0.031172 | Time: 2209.27 ms
[2021-11-28 17:29:43 main:574] : INFO : Epoch 1993 | loss: 0.0311517 | val_loss: 0.0311743 | Time: 2211.43 ms
[2021-11-28 17:29:46 main:574] : INFO : Epoch 1994 | loss: 0.0311502 | val_loss: 0.0311792 | Time: 2229.62 ms
[2021-11-28 17:29:48 main:574] : INFO : Epoch 1995 | loss: 0.0311506 | val_loss: 0.031177 | Time: 2194.39 ms
[2021-11-28 17:29:50 main:574] : INFO : Epoch 1996 | loss: 0.0311469 | val_loss: 0.0311786 | Time: 2205.11 ms
[2021-11-28 17:29:52 main:574] : INFO : Epoch 1997 | loss: 0.0311485 | val_loss: 0.0311832 | Time: 2254.83 ms
[2021-11-28 17:29:54 main:574] : INFO : Epoch 1998 | loss: 0.031149 | val_loss: 0.0311746 | Time: 2217.61 ms
[2021-11-28 17:29:57 main:574] : INFO : Epoch 1999 | loss: 0.0311479 | val_loss: 0.0311733 | Time: 2194.03 ms
[2021-11-28 17:29:59 main:574] : INFO : Epoch 2000 | loss: 0.0311513 | val_loss: 0.031174 | Time: 2200.62 ms
[2021-11-28 17:30:01 main:574] : INFO : Epoch 2001 | loss: 0.0311507 | val_loss: 0.0311762 | Time: 2218.65 ms
[2021-11-28 17:30:03 main:574] : INFO : Epoch 2002 | loss: 0.0311471 | val_loss: 0.0311751 | Time: 2242.43 ms
[2021-11-28 17:30:06 main:574] : INFO : Epoch 2003 | loss: 0.0311455 | val_loss: 0.0311747 | Time: 2202.73 ms
[2021-11-28 17:30:08 main:574] : INFO : Epoch 2004 | loss: 0.0311457 | val_loss: 0.0311748 | Time: 2219.53 ms
[2021-11-28 17:30:10 main:574] : INFO : Epoch 2005 | loss: 0.0311471 | val_loss: 0.0311767 | Time: 2237.42 ms
[2021-11-28 17:30:12 main:574] : INFO : Epoch 2006 | loss: 0.0311482 | val_loss: 0.031174 | Time: 2232.66 ms
[2021-11-28 17:30:14 main:574] : INFO : Epoch 2007 | loss: 0.0311481 | val_loss: 0.0311713 | Time: 2242.74 ms
[2021-11-28 17:30:17 main:574] : INFO : Epoch 2008 | loss: 0.0311484 | val_loss: 0.0311739 | Time: 2220.67 ms
[2021-11-28 17:30:19 main:574] : INFO : Epoch 2009 | loss: 0.0311493 | val_loss: 0.0311732 | Time: 2200.05 ms
[2021-11-28 17:30:21 main:574] : INFO : Epoch 2010 | loss: 0.0311482 | val_loss: 0.0311764 | Time: 2225.56 ms
[2021-11-28 17:30:23 main:574] : INFO : Epoch 2011 | loss: 0.0311455 | val_loss: 0.0311771 | Time: 2232.75 ms
[2021-11-28 17:30:26 main:574] : INFO : Epoch 2012 | loss: 0.0311457 | val_loss: 0.0311756 | Time: 2238.29 ms
[2021-11-28 17:30:28 main:574] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311703 | Time: 2201.91 ms
[2021-11-28 17:30:30 main:574] : INFO : Epoch 2014 | loss: 0.0311452 | val_loss: 0.0311813 | Time: 2228.87 ms
[2021-11-28 17:30:32 main:574] : INFO : Epoch 2015 | loss: 0.0311551 | val_loss: 0.0311712 | Time: 2220.67 ms
[2021-11-28 17:30:35 main:574] : INFO : Epoch 2016 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 2220.5 ms
[2021-11-28 17:30:37 main:574] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.031181 | Time: 2227.74 ms
[2021-11-28 17:30:39 main:574] : INFO : Epoch 2018 | loss: 0.0311544 | val_loss: 0.0311847 | Time: 2250.5 ms
[2021-11-28 17:30:41 main:574] : INFO : Epoch 2019 | loss: 0.0311506 | val_loss: 0.0311741 | Time: 2214.27 ms
[2021-11-28 17:30:43 main:574] : INFO : Epoch 2020 | loss: 0.0311446 | val_loss: 0.0311801 | Time: 2255.61 ms
[2021-11-28 17:30:46 main:574] : INFO : Epoch 2021 | loss: 0.0311494 | val_loss: 0.0311745 | Time: 2236.23 ms
[2021-11-28 17:30:48 main:574] : INFO : Epoch 2022 | loss: 0.0311534 | val_loss: 0.0311834 | Time: 2240.1 ms
[2021-11-28 17:30:50 main:574] : INFO : Epoch 2023 | loss: 0.0311508 | val_loss: 0.0311733 | Time: 2241.04 ms
[2021-11-28 17:30:52 main:574] : INFO : Epoch 2024 | loss: 0.0311483 | val_loss: 0.031174 | Time: 2210.67 ms
[2021-11-28 17:30:55 main:574] : INFO : Epoch 2025 | loss: 0.0311514 | val_loss: 0.0311727 | Time: 2201.48 ms
[2021-11-28 17:30:57 main:574] : INFO : Epoch 2026 | loss: 0.0311516 | val_loss: 0.03117 | Time: 2236.58 ms
[2021-11-28 17:30:59 main:574] : INFO : Epoch 2027 | loss: 0.0311494 | val_loss: 0.0311751 | Time: 2219.79 ms
[2021-11-28 17:31:01 main:574] : INFO : Epoch 2028 | loss: 0.031149 | val_loss: 0.0311752 | Time: 2239.28 ms
[2021-11-28 17:31:04 main:574] : INFO : Epoch 2029 | loss: 0.0311469 | val_loss: 0.0311697 | Time: 2230.72 ms
[2021-11-28 17:31:06 main:574] : INFO : Epoch 2030 | loss: 0.0311459 | val_loss: 0.0311754 | Time: 2218.39 ms
[2021-11-28 17:31:08 main:574] : INFO : Epoch 2031 | loss: 0.0311429 | val_loss: 0.0311751 | Time: 2212.61 ms
[2021-11-28 17:31:10 main:574] : INFO : Epoch 2032 | loss: 0.0311452 | val_loss: 0.0311757 | Time: 2222.3 ms
[2021-11-28 17:31:12 main:574] : INFO : Epoch 2033 | loss: 0.0311494 | val_loss: 0.0311761 | Time: 2216.12 ms
[2021-11-28 17:31:15 main:574] : INFO : Epoch 2034 | loss: 0.0311447 | val_loss: 0.03118 | Time: 2259.54 ms
[2021-11-28 17:31:17 main:574] : INFO : Epoch 2035 | loss: 0.0311437 | val_loss: 0.0311783 | Time: 2216.49 ms
[2021-11-28 17:31:19 main:574] : INFO : Epoch 2036 | loss: 0.0311435 | val_loss: 0.031176 | Time: 2203.28 ms
[2021-11-28 17:31:21 main:574] : INFO : Epoch 2037 | loss: 0.031142 | val_loss: 0.03118 | Time: 2220.15 ms
[2021-11-28 17:31:24 main:574] : INFO : Epoch 2038 | loss: 0.0311446 | val_loss: 0.03118 | Time: 2196.59 ms
[2021-11-28 17:31:26 main:574] : INFO : Epoch 2039 | loss: 0.0311489 | val_loss: 0.0311721 | Time: 2249.36 ms
[2021-11-28 17:31:28 main:574] : INFO : Epoch 2040 | loss: 0.0311481 | val_loss: 0.0311777 | Time: 2236.5 ms
[2021-11-28 17:31:30 main:574] : INFO : Epoch 2041 | loss: 0.0311479 | val_loss: 0.0311741 | Time: 2219.23 ms
[2021-11-28 17:31:33 main:574] : INFO : Epoch 2042 | loss: 0.031146 | val_loss: 0.0311845 | Time: 2219.37 ms
[2021-11-28 17:31:35 main:574] : INFO : Epoch 2043 | loss: 0.0311444 | val_loss: 0.0311776 | Time: 2243.78 ms
[2021-11-28 17:31:37 main:574] : INFO : Epoch 2044 | loss: 0.0311439 | val_loss: 0.031177 | Time: 2231.83 ms
[2021-11-28 17:31:39 main:574] : INFO : Epoch 2045 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2186.76 ms
[2021-11-28 17:31:41 main:574] : INFO : Epoch 2046 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 2205.73 ms
[2021-11-28 17:31:44 main:574] : INFO : Epoch 2047 | loss: 0.0312056 | val_loss: 0.0312149 | Time: 2222.81 ms
[2021-11-28 17:31:46 main:574] : INFO : Epoch 2048 | loss: 0.0312149 | val_loss: 0.03121 | Time: 2239.45 ms
[2021-11-28 17:31:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03121
[2021-11-28 17:31:46 main:603] : INFO : Saving end state to config to file
[2021-11-28 17:31:46 main:608] : INFO : Success, exiting..
17:31:46 (10668): 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)