Task 14375154
| Name | ParityModified-1647049141-22316-3-0_0 |
| Workunit | 11421330 |
| Created | 5 Apr 2022, 5:57:40 UTC |
| Sent | 10 Apr 2022, 14:52:26 UTC |
| Report deadline | 18 Apr 2022, 14:52:26 UTC |
| Received | 10 Apr 2022, 18:53:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 14 min 14 sec |
| CPU time | 1 hours 3 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 43 main:574] : INFO : Epoch 1542 | loss: 0.0311322 | val_loss: 0.0311775 | Time: 2092.2 ms [2022-04-10 20:11:45 main:574] : INFO : Epoch 1543 | loss: 0.031132 | val_loss: 0.0311673 | Time: 2081.82 ms [2022-04-10 20:11:47 main:574] : INFO : Epoch 1544 | loss: 0.0311305 | val_loss: 0.0311677 | Time: 2076.81 ms [2022-04-10 20:11:50 main:574] : INFO : Epoch 1545 | loss: 0.0311298 | val_loss: 0.0311668 | Time: 2099.61 ms [2022-04-10 20:11:52 main:574] : INFO : Epoch 1546 | loss: 0.0311314 | val_loss: 0.0311804 | Time: 2046.8 ms [2022-04-10 20:11:54 main:574] : INFO : Epoch 1547 | loss: 0.0311327 | val_loss: 0.0311719 | Time: 2052.67 ms [2022-04-10 20:11:56 main:574] : INFO : Epoch 1548 | loss: 0.0311337 | val_loss: 0.0311771 | Time: 2110.04 ms [2022-04-10 20:11:58 main:574] : INFO : Epoch 1549 | loss: 0.0311323 | val_loss: 0.0311695 | Time: 2024.75 ms [2022-04-10 20:12:00 main:574] : INFO : Epoch 1550 | loss: 0.0311306 | val_loss: 0.0311702 | Time: 2024.69 ms [2022-04-10 20:12:02 main:574] : INFO : Epoch 1551 | loss: 0.0311292 | val_loss: 0.0311691 | Time: 2093.84 ms [2022-04-10 20:12:05 main:574] : INFO : Epoch 1552 | loss: 0.0311315 | val_loss: 0.0311632 | Time: 2079.57 ms [2022-04-10 20:12:07 main:574] : INFO : Epoch 1553 | loss: 0.0311286 | val_loss: 0.0311696 | Time: 2070.01 ms [2022-04-10 20:12:09 main:574] : INFO : Epoch 1554 | loss: 0.0311267 | val_loss: 0.0311637 | Time: 2035.9 ms [2022-04-10 20:12:11 main:574] : INFO : Epoch 1555 | loss: 0.0311272 | val_loss: 0.03117 | Time: 2048.35 ms [2022-04-10 20:12:13 main:574] : INFO : Epoch 1556 | loss: 0.0311312 | val_loss: 0.0311628 | Time: 2040.07 ms [2022-04-10 20:12:15 main:574] : INFO : Epoch 1557 | loss: 0.0311277 | val_loss: 0.0311744 | Time: 2054.43 ms [2022-04-10 20:12:17 main:574] : INFO : Epoch 1558 | loss: 0.0311298 | val_loss: 0.0311715 | Time: 2075.44 ms [2022-04-10 20:12:20 main:574] : INFO : Epoch 1559 | loss: 0.0311264 | val_loss: 0.0311675 | Time: 2032.86 ms [2022-04-10 20:12:22 main:574] : INFO : Epoch 1560 | loss: 0.031125 | val_loss: 0.0311695 | Time: 2098.43 ms [2022-04-10 20:12:24 main:574] : INFO : Epoch 1561 | loss: 0.031124 | val_loss: 0.0311728 | Time: 2067.78 ms [2022-04-10 20:12:26 main:574] : INFO : Epoch 1562 | loss: 0.0311256 | val_loss: 0.0311682 | Time: 2084.64 ms [2022-04-10 20:12:28 main:574] : INFO : Epoch 1563 | loss: 0.0311278 | val_loss: 0.0311606 | Time: 2096.41 ms [2022-04-10 20:12:30 main:574] : INFO : Epoch 1564 | loss: 0.0311325 | val_loss: 0.0311626 | Time: 2038.42 ms [2022-04-10 20:12:33 main:574] : INFO : Epoch 1565 | loss: 0.0311331 | val_loss: 0.0311702 | Time: 2103.5 ms [2022-04-10 20:12:35 main:574] : INFO : Epoch 1566 | loss: 0.0311296 | val_loss: 0.0311658 | Time: 2015.4 ms [2022-04-10 20:12:37 main:574] : INFO : Epoch 1567 | loss: 0.031129 | val_loss: 0.0311644 | Time: 2040.81 ms [2022-04-10 20:12:39 main:574] : INFO : Epoch 1568 | loss: 0.0311277 | val_loss: 0.0311662 | Time: 2098.28 ms [2022-04-10 20:12:41 main:574] : INFO : Epoch 1569 | loss: 0.0311288 | val_loss: 0.0311658 | Time: 2140.19 ms [2022-04-10 20:12:43 main:574] : INFO : Epoch 1570 | loss: 0.0311279 | val_loss: 0.031165 | Time: 2055.05 ms [2022-04-10 20:12:46 main:574] : INFO : Epoch 1571 | loss: 0.031126 | val_loss: 0.031168 | Time: 2055.25 ms [2022-04-10 20:12:48 main:574] : INFO : Epoch 1572 | loss: 0.0311272 | val_loss: 0.0311677 | Time: 2035.06 ms [2022-04-10 20:12:50 main:574] : INFO : Epoch 1573 | loss: 0.031128 | val_loss: 0.031162 | Time: 2024.45 ms [2022-04-10 20:12:52 main:574] : INFO : Epoch 1574 | loss: 0.0311291 | val_loss: 0.0311633 | Time: 2067.73 ms [2022-04-10 20:12:54 main:574] : INFO : Epoch 1575 | loss: 0.0311366 | val_loss: 0.0311648 | Time: 2022.61 ms [2022-04-10 20:12:56 main:574] : INFO : Epoch 1576 | loss: 0.0311384 | val_loss: 0.031166 | Time: 2069.38 ms [2022-04-10 20:12:58 main:574] : INFO : Epoch 1577 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 2020.23 ms [2022-04-10 20:13:00 main:574] : INFO : Epoch 1578 | loss: 0.0311703 | val_loss: 0.031176 | Time: 2036.95 ms [2022-04-10 20:13:03 main:574] : INFO : Epoch 1579 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 2082.62 ms [2022-04-10 20:13:05 main:574] : INFO : Epoch 1580 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 2027.11 ms [2022-04-10 20:13:07 main:574] : INFO : Epoch 1581 | loss: 0.031162 | val_loss: 0.0311696 | Time: 2035.14 ms [2022-04-10 20:13:09 main:574] : INFO : Epoch 1582 | loss: 0.0311601 | val_loss: 0.0311659 | Time: 2044.67 ms [2022-04-10 20:13:11 main:574] : INFO : Epoch 1583 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 2043.61 ms [2022-04-10 20:13:13 main:574] : INFO : Epoch 1584 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 2139.98 ms [2022-04-10 20:13:16 main:574] : INFO : Epoch 1585 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 2053.78 ms [2022-04-10 20:13:18 main:574] : INFO : Epoch 1586 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2078.16 ms [2022-04-10 20:13:20 main:574] : INFO : Epoch 1587 | loss: 0.0311543 | val_loss: 0.0311645 | Time: 2068.01 ms [2022-04-10 20:13:22 main:574] : INFO : Epoch 1588 | loss: 0.0311543 | val_loss: 0.0311631 | Time: 1967.89 ms [2022-04-10 20:13:24 main:574] : INFO : Epoch 1589 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 2006.69 ms [2022-04-10 20:13:26 main:574] : INFO : Epoch 1590 | loss: 0.0311504 | val_loss: 0.0311615 | Time: 2083.27 ms [2022-04-10 20:13:28 main:574] : INFO : Epoch 1591 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 2099.9 ms [2022-04-10 20:13:31 main:574] : INFO : Epoch 1592 | loss: 0.0311492 | val_loss: 0.0311685 | Time: 2112.63 ms [2022-04-10 20:13:33 main:574] : INFO : Epoch 1593 | loss: 0.0311496 | val_loss: 0.0311637 | Time: 2150.45 ms [2022-04-10 20:13:35 main:574] : INFO : Epoch 1594 | loss: 0.0311471 | val_loss: 0.0311646 | Time: 2047.1 ms [2022-04-10 20:13:37 main:574] : INFO : Epoch 1595 | loss: 0.0311475 | val_loss: 0.0311627 | Time: 2022.49 ms [2022-04-10 20:13:39 main:574] : INFO : Epoch 1596 | loss: 0.0311451 | val_loss: 0.0311654 | Time: 2120.77 ms [2022-04-10 20:13:42 main:574] : INFO : Epoch 1597 | loss: 0.0311444 | val_loss: 0.0311655 | Time: 2091.81 ms [2022-04-10 20:13:44 main:574] : INFO : Epoch 1598 | loss: 0.031144 | val_loss: 0.0311674 | Time: 2036.3 ms [2022-04-10 20:13:46 main:574] : INFO : Epoch 1599 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 2060.16 ms [2022-04-10 20:13:48 main:574] : INFO : Epoch 1600 | loss: 0.0311458 | val_loss: 0.0311687 | Time: 2076.75 ms [2022-04-10 20:13:50 main:574] : INFO : Epoch 1601 | loss: 0.0311457 | val_loss: 0.031166 | Time: 2045.53 ms [2022-04-10 20:13:52 main:574] : INFO : Epoch 1602 | loss: 0.0311486 | val_loss: 0.0311615 | Time: 2028.5 ms [2022-04-10 20:13:54 main:574] : INFO : Epoch 1603 | loss: 0.0311509 | val_loss: 0.0311599 | Time: 2049.39 ms [2022-04-10 20:13:57 main:574] : INFO : Epoch 1604 | loss: 0.0311496 | val_loss: 0.0311587 | Time: 2041.29 ms [2022-04-10 20:13:59 main:574] : INFO : Epoch 1605 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 2114.49 ms [2022-04-10 20:14:01 main:574] : INFO : Epoch 1606 | loss: 0.0311449 | val_loss: 0.031158 | Time: 2059.49 ms [2022-04-10 20:14:03 main:574] : INFO : Epoch 1607 | loss: 0.0311429 | val_loss: 0.031162 | Time: 2147.17 ms [2022-04-10 20:14:05 main:574] : INFO : Epoch 1608 | loss: 0.0311421 | val_loss: 0.0311626 | Time: 2050.96 ms [2022-04-10 20:14:07 main:574] : INFO : Epoch 1609 | loss: 0.0311406 | val_loss: 0.0311624 | Time: 2042.56 ms [2022-04-10 20:14:10 main:574] : INFO : Epoch 1610 | loss: 0.0311401 | val_loss: 0.0311602 | Time: 2120.65 ms [2022-04-10 20:14:12 main:574] : INFO : Epoch 1611 | loss: 0.0311402 | val_loss: 0.0311626 | Time: 2062.17 ms [2022-04-10 20:14:14 main:574] : INFO : Epoch 1612 | loss: 0.0311397 | val_loss: 0.0311608 | Time: 2110.59 ms [2022-04-10 20:14:16 main:574] : INFO : Epoch 1613 | loss: 0.0311396 | val_loss: 0.0311606 | Time: 2068.05 ms [2022-04-10 20:14:18 main:574] : INFO : Epoch 1614 | loss: 0.0311381 | val_loss: 0.0311624 | Time: 2053.15 ms [2022-04-10 20:14:21 main:574] : INFO : Epoch 1615 | loss: 0.0311385 | val_loss: 0.0311682 | Time: 2058.88 ms [2022-04-10 20:14:23 main:574] : INFO : Epoch 1616 | loss: 0.0311431 | val_loss: 0.0311652 | Time: 2061.45 ms [2022-04-10 20:14:25 main:574] : INFO : Epoch 1617 | loss: 0.0311379 | val_loss: 0.0311709 | Time: 2045.05 ms [2022-04-10 20:14:27 main:574] : INFO : Epoch 1618 | loss: 0.0311363 | val_loss: 0.0311632 | Time: 2019.02 ms [2022-04-10 20:14:29 main:574] : INFO : Epoch 1619 | loss: 0.0311362 | val_loss: 0.0311645 | Time: 2029.35 ms [2022-04-10 20:14:31 main:574] : INFO : Epoch 1620 | loss: 0.0311348 | val_loss: 0.031168 | Time: 2035.6 ms [2022-04-10 20:14:33 main:574] : INFO : Epoch 1621 | loss: 0.0311381 | val_loss: 0.0311814 | Time: 2050.58 ms [2022-04-10 20:14:35 main:574] : INFO : Epoch 1622 | loss: 0.0311399 | val_loss: 0.0311702 | Time: 2028.09 ms [2022-04-10 20:14:38 main:574] : INFO : Epoch 1623 | loss: 0.0311372 | val_loss: 0.031172 | Time: 2059.41 ms [2022-04-10 20:14:40 main:574] : INFO : Epoch 1624 | loss: 0.0311382 | val_loss: 0.0311731 | Time: 2071.02 ms [2022-04-10 20:14:42 main:574] : INFO : Epoch 1625 | loss: 0.0311367 | val_loss: 0.0311733 | Time: 2061.77 ms [2022-04-10 20:14:44 main:574] : INFO : Epoch 1626 | loss: 0.0311343 | val_loss: 0.0311641 | Time: 2048.73 ms [2022-04-10 20:14:46 main:574] : INFO : Epoch 1627 | loss: 0.0311359 | val_loss: 0.0311627 | Time: 2033.11 ms [2022-04-10 20:14:48 main:574] : INFO : Epoch 1628 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 2062.04 ms [2022-04-10 20:14:51 main:574] : INFO : Epoch 1629 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 2085.89 ms [2022-04-10 20:14:53 main:574] : INFO : Epoch 1630 | loss: 0.0311445 | val_loss: 0.0311693 | Time: 2119.06 ms [2022-04-10 20:14:55 main:574] : INFO : Epoch 1631 | loss: 0.0311409 | val_loss: 0.0311655 | Time: 2046.23 ms [2022-04-10 20:14:57 main:574] : INFO : Epoch 1632 | loss: 0.0311409 | val_loss: 0.0311661 | Time: 2051.67 ms [2022-04-10 20:14:59 main:574] : INFO : Epoch 1633 | loss: 0.0311437 | val_loss: 0.0311663 | Time: 2089.85 ms [2022-04-10 20:15:01 main:574] : INFO : Epoch 1634 | loss: 0.0311454 | val_loss: 0.0311676 | Time: 2104.58 ms [2022-04-10 20:15:03 main:574] : INFO : Epoch 1635 | loss: 0.0311438 | val_loss: 0.0311695 | Time: 2037.44 ms [2022-04-10 20:15:06 main:574] : INFO : Epoch 1636 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 2061.91 ms [2022-04-10 20:15:08 main:574] : INFO : Epoch 1637 | loss: 0.0311527 | val_loss: 0.0311651 | Time: 2082.78 ms [2022-04-10 20:15:10 main:574] : INFO : Epoch 1638 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2089.08 ms [2022-04-10 20:15:12 main:574] : INFO : Epoch 1639 | loss: 0.031149 | val_loss: 0.0311654 | Time: 2055.55 ms [2022-04-10 20:15:14 main:574] : INFO : Epoch 1640 | loss: 0.0311472 | val_loss: 0.031165 | Time: 2129.39 ms [2022-04-10 20:15:16 main:574] : INFO : Epoch 1641 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 2046.22 ms [2022-04-10 20:15:18 main:574] : INFO : Epoch 1642 | loss: 0.0311419 | val_loss: 0.0311646 | Time: 2028.65 ms [2022-04-10 20:15:21 main:574] : INFO : Epoch 1643 | loss: 0.0311406 | val_loss: 0.0311697 | Time: 2097.03 ms [2022-04-10 20:15:23 main:574] : INFO : Epoch 1644 | loss: 0.0311423 | val_loss: 0.0311712 | Time: 2082.5 ms [2022-04-10 20:15:25 main:574] : INFO : Epoch 1645 | loss: 0.0311477 | val_loss: 0.0311748 | Time: 2108.15 ms [2022-04-10 20:15:27 main:574] : INFO : Epoch 1646 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 2141.47 ms [2022-04-10 20:15:30 main:574] : INFO : Epoch 1647 | loss: 0.0311443 | val_loss: 0.0311645 | Time: 2073.74 ms [2022-04-10 20:15:32 main:574] : INFO : Epoch 1648 | loss: 0.0311399 | val_loss: 0.0311646 | Time: 2071.04 ms [2022-04-10 20:15:34 main:574] : INFO : Epoch 1649 | loss: 0.0311433 | val_loss: 0.0311611 | Time: 2099.3 ms [2022-04-10 20:15:36 main:574] : INFO : Epoch 1650 | loss: 0.0311418 | val_loss: 0.0311651 | Time: 2073.17 ms [2022-04-10 20:15:38 main:574] : INFO : Epoch 1651 | loss: 0.0311388 | val_loss: 0.0311701 | Time: 2163.45 ms [2022-04-10 20:15:40 main:574] : INFO : Epoch 1652 | loss: 0.0311382 | val_loss: 0.0311639 | Time: 2049.69 ms [2022-04-10 20:15:43 main:574] : INFO : Epoch 1653 | loss: 0.0311379 | val_loss: 0.0311636 | Time: 1997.12 ms [2022-04-10 20:15:45 main:574] : INFO : Epoch 1654 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 2047.76 ms [2022-04-10 20:15:47 main:574] : INFO : Epoch 1655 | loss: 0.031141 | val_loss: 0.0311655 | Time: 2041.82 ms [2022-04-10 20:15:49 main:574] : INFO : Epoch 1656 | loss: 0.0311418 | val_loss: 0.0311714 | Time: 2120.05 ms [2022-04-10 20:15:51 main:574] : INFO : Epoch 1657 | loss: 0.0311405 | val_loss: 0.0311653 | Time: 2106.19 ms [2022-04-10 20:15:53 main:574] : INFO : Epoch 1658 | loss: 0.0311384 | val_loss: 0.0311597 | Time: 2097.42 ms [2022-04-10 20:15:55 main:574] : INFO : Epoch 1659 | loss: 0.0311388 | val_loss: 0.0311636 | Time: 2039.1 ms [2022-04-10 20:15:58 main:574] : INFO : Epoch 1660 | loss: 0.0311377 | val_loss: 0.031165 | Time: 2056.69 ms [2022-04-10 20:16:00 main:574] : INFO : Epoch 1661 | loss: 0.0311394 | val_loss: 0.0311707 | Time: 2130.23 ms [2022-04-10 20:16:02 main:574] : INFO : Epoch 1662 | loss: 0.0311399 | val_loss: 0.0311694 | Time: 2121.34 ms [2022-04-10 20:16:04 main:574] : INFO : Epoch 1663 | loss: 0.0311385 | val_loss: 0.031165 | Time: 2094.63 ms [2022-04-10 20:16:06 main:574] : INFO : Epoch 1664 | loss: 0.0311367 | val_loss: 0.0311679 | Time: 2042.3 ms [2022-04-10 20:16:09 main:574] : INFO : Epoch 1665 | loss: 0.0311403 | val_loss: 0.0311671 | Time: 2115.91 ms [2022-04-10 20:16:11 main:574] : INFO : Epoch 1666 | loss: 0.0311414 | val_loss: 0.0311675 | Time: 2092.55 ms [2022-04-10 20:16:13 main:574] : INFO : Epoch 1667 | loss: 0.0311403 | val_loss: 0.0311701 | Time: 2132.98 ms [2022-04-10 20:16:15 main:574] : INFO : Epoch 1668 | loss: 0.0311425 | val_loss: 0.0311675 | Time: 2115.99 ms [2022-04-10 20:16:17 main:574] : INFO : Epoch 1669 | loss: 0.0311397 | val_loss: 0.0311697 | Time: 2081.73 ms [2022-04-10 20:16:20 main:574] : INFO : Epoch 1670 | loss: 0.0311389 | val_loss: 0.0311739 | Time: 2064.14 ms [2022-04-10 20:16:22 main:574] : INFO : Epoch 1671 | loss: 0.0311392 | val_loss: 0.0311711 | Time: 2028.39 ms [2022-04-10 20:16:24 main:574] : INFO : Epoch 1672 | loss: 0.0311364 | val_loss: 0.0311647 | Time: 2044.48 ms [2022-04-10 20:16:26 main:574] : INFO : Epoch 1673 | loss: 0.0311366 | val_loss: 0.0311644 | Time: 2100.35 ms [2022-04-10 20:16:28 main:574] : INFO : Epoch 1674 | loss: 0.0311382 | val_loss: 0.0311652 | Time: 2030.1 ms [2022-04-10 20:16:30 main:574] : INFO : Epoch 1675 | loss: 0.0311343 | val_loss: 0.0311634 | Time: 2105.34 ms [2022-04-10 20:16:32 main:574] : INFO : Epoch 1676 | loss: 0.0311357 | val_loss: 0.0311767 | Time: 2004.31 ms [2022-04-10 20:16:34 main:574] : INFO : Epoch 1677 | loss: 0.0311387 | val_loss: 0.0311673 | Time: 2077.76 ms [2022-04-10 20:16:37 main:574] : INFO : Epoch 1678 | loss: 0.0311469 | val_loss: 0.0311667 | Time: 2063.91 ms [2022-04-10 20:16:39 main:574] : INFO : Epoch 1679 | loss: 0.0311461 | val_loss: 0.0311673 | Time: 2087.99 ms [2022-04-10 20:16:41 main:574] : INFO : Epoch 1680 | loss: 0.0311439 | val_loss: 0.0311634 | Time: 2127.53 ms [2022-04-10 20:16:43 main:574] : INFO : Epoch 1681 | loss: 0.0311406 | val_loss: 0.0311666 | Time: 2033.93 ms [2022-04-10 20:16:45 main:574] : INFO : Epoch 1682 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 2039.86 ms [2022-04-10 20:16:47 main:574] : INFO : Epoch 1683 | loss: 0.0311447 | val_loss: 0.0311725 | Time: 2026.81 ms [2022-04-10 20:16:49 main:574] : INFO : Epoch 1684 | loss: 0.0311489 | val_loss: 0.0311669 | Time: 2105.73 ms [2022-04-10 20:16:52 main:574] : INFO : Epoch 1685 | loss: 0.0311454 | val_loss: 0.0311696 | Time: 2064.43 ms [2022-04-10 20:16:54 main:574] : INFO : Epoch 1686 | loss: 0.0311396 | val_loss: 0.0311683 | Time: 2089.04 ms [2022-04-10 20:16:56 main:574] : INFO : Epoch 1687 | loss: 0.0311362 | val_loss: 0.0311688 | Time: 2056.76 ms [2022-04-10 20:16:58 main:574] : INFO : Epoch 1688 | loss: 0.0311329 | val_loss: 0.0311661 | Time: 2050.63 ms [2022-04-10 20:17:00 main:574] : INFO : Epoch 1689 | loss: 0.031134 | val_loss: 0.0311677 | Time: 2088.87 ms [2022-04-10 20:17:02 main:574] : INFO : Epoch 1690 | loss: 0.0311362 | val_loss: 0.0311688 | Time: 2046.94 ms [2022-04-10 20:17:05 main:574] : INFO : Epoch 1691 | loss: 0.0311347 | val_loss: 0.0311647 | Time: 2065.21 ms [2022-04-10 20:17:07 main:574] : INFO : Epoch 1692 | loss: 0.0311349 | val_loss: 0.0311653 | Time: 2016.26 ms [2022-04-10 20:17:09 main:574] : INFO : Epoch 1693 | loss: 0.0311347 | val_loss: 0.0311709 | Time: 2035.99 ms [2022-04-10 20:17:11 main:574] : INFO : Epoch 1694 | loss: 0.0311348 | val_loss: 0.0311696 | Time: 2016.91 ms [2022-04-10 20:17:13 main:574] : INFO : Epoch 1695 | loss: 0.0311405 | val_loss: 0.0311696 | Time: 2059.08 ms [2022-04-10 20:17:15 main:574] : INFO : Epoch 1696 | loss: 0.0311405 | val_loss: 0.0311697 | Time: 2017.56 ms [2022-04-10 20:17:17 main:574] : INFO : Epoch 1697 | loss: 0.031138 | val_loss: 0.0311639 | Time: 2103.54 ms [2022-04-10 20:17:19 main:574] : INFO : Epoch 1698 | loss: 0.0311369 | val_loss: 0.0311703 | Time: 2030.1 ms [2022-04-10 20:17:22 main:574] : INFO : Epoch 1699 | loss: 0.0311382 | val_loss: 0.0311654 | Time: 2046.09 ms [2022-04-10 20:17:24 main:574] : INFO : Epoch 1700 | loss: 0.0311396 | val_loss: 0.031168 | Time: 2021.26 ms [2022-04-10 20:17:26 main:574] : INFO : Epoch 1701 | loss: 0.0311359 | val_loss: 0.0311671 | Time: 2079.4 ms [2022-04-10 20:17:28 main:574] : INFO : Epoch 1702 | loss: 0.0311333 | val_loss: 0.031166 | Time: 2021.54 ms [2022-04-10 20:17:30 main:574] : INFO : Epoch 1703 | loss: 0.0311321 | val_loss: 0.0311638 | Time: 2003.35 ms [2022-04-10 20:17:32 main:574] : INFO : Epoch 1704 | loss: 0.031137 | val_loss: 0.0311784 | Time: 2053.02 ms [2022-04-10 20:17:34 main:574] : INFO : Epoch 1705 | loss: 0.031138 | val_loss: 0.0311698 | Time: 2064.62 ms [2022-04-10 20:17:37 main:574] : INFO : Epoch 1706 | loss: 0.0311341 | val_loss: 0.031168 | Time: 2036 ms [2022-04-10 20:17:39 main:574] : INFO : Epoch 1707 | loss: 0.0311382 | val_loss: 0.0311685 | Time: 2040.63 ms [2022-04-10 20:17:41 main:574] : INFO : Epoch 1708 | loss: 0.0311371 | val_loss: 0.0311631 | Time: 2077.9 ms [2022-04-10 20:17:43 main:574] : INFO : Epoch 1709 | loss: 0.0311396 | val_loss: 0.0311696 | Time: 2093.73 ms [2022-04-10 20:17:45 main:574] : INFO : Epoch 1710 | loss: 0.0311358 | val_loss: 0.031172 | Time: 2057.49 ms [2022-04-10 20:17:47 main:574] : INFO : Epoch 1711 | loss: 0.0311362 | val_loss: 0.0311785 | Time: 2038.45 ms [2022-04-10 20:17:50 main:574] : INFO : Epoch 1712 | loss: 0.031136 | val_loss: 0.0311669 | Time: 2050.85 ms [2022-04-10 20:17:52 main:574] : INFO : Epoch 1713 | loss: 0.0311353 | val_loss: 0.0311671 | Time: 2049.81 ms [2022-04-10 20:17:54 main:574] : INFO : Epoch 1714 | loss: 0.0311317 | val_loss: 0.0311652 | Time: 2036.77 ms [2022-04-10 20:17:56 main:574] : INFO : Epoch 1715 | loss: 0.0311326 | val_loss: 0.0311667 | Time: 2043.27 ms [2022-04-10 20:17:58 main:574] : INFO : Epoch 1716 | loss: 0.0311312 | val_loss: 0.0311627 | Time: 2043.31 ms [2022-04-10 20:18:00 main:574] : INFO : Epoch 1717 | loss: 0.0311313 | val_loss: 0.0311657 | Time: 2052.13 ms [2022-04-10 20:18:02 main:574] : INFO : Epoch 1718 | loss: 0.0311318 | val_loss: 0.0311693 | Time: 2021.86 ms [2022-04-10 20:18:04 main:574] : INFO : Epoch 1719 | loss: 0.0311317 | val_loss: 0.0311663 | Time: 2010.79 ms [2022-04-10 20:18:06 main:574] : INFO : Epoch 1720 | loss: 0.0311296 | val_loss: 0.0311682 | Time: 2034.3 ms [2022-04-10 20:18:09 main:574] : INFO : Epoch 1721 | loss: 0.0311294 | val_loss: 0.0311659 | Time: 2103.93 ms [2022-04-10 20:18:11 main:574] : INFO : Epoch 1722 | loss: 0.0311292 | val_loss: 0.031161 | Time: 2094.71 ms [2022-04-10 20:18:13 main:574] : INFO : Epoch 1723 | loss: 0.0311323 | val_loss: 0.0311706 | Time: 2046.98 ms [2022-04-10 20:18:15 main:574] : INFO : Epoch 1724 | loss: 0.0311318 | val_loss: 0.0311651 | Time: 2064.79 ms [2022-04-10 20:18:17 main:574] : INFO : Epoch 1725 | loss: 0.0311312 | val_loss: 0.0311665 | Time: 2075.13 ms [2022-04-10 20:18:20 main:574] : INFO : Epoch 1726 | loss: 0.0311326 | val_loss: 0.0311723 | Time: 2090.51 ms [2022-04-10 20:18:22 main:574] : INFO : Epoch 1727 | loss: 0.0311296 | val_loss: 0.0311672 | Time: 2084.97 ms [2022-04-10 20:18:24 main:574] : INFO : Epoch 1728 | loss: 0.0311275 | val_loss: 0.0311707 | Time: 1987.44 ms [2022-04-10 20:18:26 main:574] : INFO : Epoch 1729 | loss: 0.0311272 | val_loss: 0.0311645 | Time: 2037.22 ms [2022-04-10 20:18:28 main:574] : INFO : Epoch 1730 | loss: 0.0311289 | val_loss: 0.031167 | Time: 2060.93 ms [2022-04-10 20:18:30 main:574] : INFO : Epoch 1731 | loss: 0.0311286 | val_loss: 0.0311642 | Time: 2074.47 ms [2022-04-10 20:18:32 main:574] : INFO : Epoch 1732 | loss: 0.0311282 | val_loss: 0.0311632 | Time: 2049.21 ms [2022-04-10 20:18:35 main:574] : INFO : Epoch 1733 | loss: 0.0311266 | val_loss: 0.0311613 | Time: 2055.39 ms [2022-04-10 20:18:37 main:574] : INFO : Epoch 1734 | loss: 0.0311277 | val_loss: 0.0311635 | Time: 2053.84 ms [2022-04-10 20:18:39 main:574] : INFO : Epoch 1735 | loss: 0.0311271 | val_loss: 0.0311642 | Time: 2025.62 ms [2022-04-10 20:18:41 main:574] : INFO : Epoch 1736 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 2056.01 ms [2022-04-10 20:18:43 main:574] : INFO : Epoch 1737 | loss: 0.0311322 | val_loss: 0.0311669 | Time: 2012.96 ms [2022-04-10 20:18:45 main:574] : INFO : Epoch 1738 | loss: 0.0311534 | val_loss: 0.031165 | Time: 2062.27 ms [2022-04-10 20:18:47 main:574] : INFO : Epoch 1739 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 2100.06 ms [2022-04-10 20:18:50 main:574] : INFO : Epoch 1740 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 2062.94 ms [2022-04-10 20:18:52 main:574] : INFO : Epoch 1741 | loss: 0.0311512 | val_loss: 0.0311657 | Time: 2099.2 ms [2022-04-10 20:18:54 main:574] : INFO : Epoch 1742 | loss: 0.031148 | val_loss: 0.0311638 | Time: 2144.83 ms [2022-04-10 20:18:56 main:574] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311631 | Time: 2020.34 ms [2022-04-10 20:18:58 main:574] : INFO : Epoch 1744 | loss: 0.0311482 | val_loss: 0.0311668 | Time: 2030.54 ms [2022-04-10 20:19:00 main:574] : INFO : Epoch 1745 | loss: 0.0311473 | val_loss: 0.0311645 | Time: 2046.22 ms [2022-04-10 20:19:03 main:574] : INFO : Epoch 1746 | loss: 0.0311471 | val_loss: 0.0311657 | Time: 2072 ms [2022-04-10 20:19:05 main:574] : INFO : Epoch 1747 | loss: 0.031146 | val_loss: 0.0311609 | Time: 2062.37 ms [2022-04-10 20:19:07 main:574] : INFO : Epoch 1748 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 2122.68 ms [2022-04-10 20:19:09 main:574] : INFO : Epoch 1749 | loss: 0.0311488 | val_loss: 0.0311625 | Time: 2039.95 ms [2022-04-10 20:19:11 main:574] : INFO : Epoch 1750 | loss: 0.0311489 | val_loss: 0.0311641 | Time: 2041.71 ms [2022-04-10 20:19:13 main:574] : INFO : Epoch 1751 | loss: 0.0311469 | val_loss: 0.0311688 | Time: 2094.9 ms [2022-04-10 20:19:16 main:574] : INFO : Epoch 1752 | loss: 0.0311508 | val_loss: 0.0311768 | Time: 2092.46 ms [2022-04-10 20:19:18 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.031173 | Time: 2029.58 ms [2022-04-10 20:19:20 main:574] : INFO : Epoch 1754 | loss: 0.0311453 | val_loss: 0.03116 | Time: 2062.79 ms [2022-04-10 20:19:22 main:574] : INFO : Epoch 1755 | loss: 0.031146 | val_loss: 0.0311691 | Time: 2037.51 ms [2022-04-10 20:19:24 main:574] : INFO : Epoch 1756 | loss: 0.0311437 | val_loss: 0.031166 | Time: 2044.2 ms [2022-04-10 20:19:26 main:574] : INFO : Epoch 1757 | loss: 0.0311406 | val_loss: 0.0311612 | Time: 2106.76 ms [2022-04-10 20:19:29 main:574] : INFO : Epoch 1758 | loss: 0.0311414 | val_loss: 0.0311636 | Time: 2099.13 ms [2022-04-10 20:19:31 main:574] : INFO : Epoch 1759 | loss: 0.0311413 | val_loss: 0.0311621 | Time: 1981.01 ms [2022-04-10 20:19:33 main:574] : INFO : Epoch 1760 | loss: 0.0311391 | val_loss: 0.0311649 | Time: 2077.48 ms [2022-04-10 20:19:35 main:574] : INFO : Epoch 1761 | loss: 0.03114 | val_loss: 0.0311704 | Time: 2004.87 ms [2022-04-10 20:19:37 main:574] : INFO : Epoch 1762 | loss: 0.0311383 | val_loss: 0.0311677 | Time: 2053.55 ms [2022-04-10 20:19:39 main:574] : INFO : Epoch 1763 | loss: 0.0311374 | val_loss: 0.0311641 | Time: 2008.85 ms [2022-04-10 20:19:41 main:574] : INFO : Epoch 1764 | loss: 0.0311366 | val_loss: 0.0311636 | Time: 2005.55 ms [2022-04-10 20:19:43 main:574] : INFO : Epoch 1765 | loss: 0.0311383 | val_loss: 0.0311684 | Time: 2028.86 ms [2022-04-10 20:19:46 main:574] : INFO : Epoch 1766 | loss: 0.0311374 | val_loss: 0.0311703 | Time: 2009.5 ms [2022-04-10 20:19:48 main:574] : INFO : Epoch 1767 | loss: 0.0311433 | val_loss: 0.0311755 | Time: 2080.25 ms [2022-04-10 20:19:50 main:574] : INFO : Epoch 1768 | loss: 0.0311468 | val_loss: 0.0311624 | Time: 2084.83 ms [2022-04-10 20:19:52 main:574] : INFO : Epoch 1769 | loss: 0.0311403 | val_loss: 0.0311623 | Time: 2096.38 ms [2022-04-10 20:19:54 main:574] : INFO : Epoch 1770 | loss: 0.0311399 | val_loss: 0.0311622 | Time: 2055.63 ms [2022-04-10 20:19:56 main:574] : INFO : Epoch 1771 | loss: 0.0311378 | val_loss: 0.0311623 | Time: 2112.68 ms [2022-04-10 20:19:59 main:574] : INFO : Epoch 1772 | loss: 0.0311363 | val_loss: 0.0311593 | Time: 2079.14 ms [2022-04-10 20:20:01 main:574] : INFO : Epoch 1773 | loss: 0.031136 | val_loss: 0.0311601 | Time: 2094.9 ms [2022-04-10 20:20:03 main:574] : INFO : Epoch 1774 | loss: 0.0311353 | val_loss: 0.0311621 | Time: 2082.28 ms [2022-04-10 20:20:05 main:574] : INFO : Epoch 1775 | loss: 0.0311351 | val_loss: 0.0311612 | Time: 2099.43 ms [2022-04-10 20:20:07 main:574] : INFO : Epoch 1776 | loss: 0.0311351 | val_loss: 0.0311609 | Time: 1984.52 ms [2022-04-10 20:20:09 main:574] : INFO : Epoch 1777 | loss: 0.031136 | val_loss: 0.0311665 | Time: 2032.78 ms [2022-04-10 20:20:11 main:574] : INFO : Epoch 1778 | loss: 0.0311331 | val_loss: 0.031161 | Time: 2038.27 ms [2022-04-10 20:20:14 main:574] : INFO : Epoch 1779 | loss: 0.031134 | val_loss: 0.031161 | Time: 2135.27 ms [2022-04-10 20:20:16 main:574] : INFO : Epoch 1780 | loss: 0.031132 | val_loss: 0.0311606 | Time: 2043.96 ms [2022-04-10 20:20:18 main:574] : INFO : Epoch 1781 | loss: 0.0311326 | val_loss: 0.0311631 | Time: 2052.4 ms [2022-04-10 20:20:20 main:574] : INFO : Epoch 1782 | loss: 0.0311362 | val_loss: 0.0311622 | Time: 2039.66 ms [2022-04-10 20:20:22 main:574] : INFO : Epoch 1783 | loss: 0.0311326 | val_loss: 0.0311674 | Time: 1982.79 ms [2022-04-10 20:20:24 main:574] : INFO : Epoch 1784 | loss: 0.0311329 | val_loss: 0.0311666 | Time: 2123.39 ms [2022-04-10 20:20:26 main:574] : INFO : Epoch 1785 | loss: 0.0311325 | val_loss: 0.0311657 | Time: 2084.08 ms [2022-04-10 20:20:29 main:574] : INFO : Epoch 1786 | loss: 0.0311343 | val_loss: 0.0311646 | Time: 2039.13 ms [2022-04-10 20:20:31 main:574] : INFO : Epoch 1787 | loss: 0.0311341 | val_loss: 0.0311648 | Time: 2004.09 ms [2022-04-10 20:20:33 main:574] : INFO : Epoch 1788 | loss: 0.0311338 | val_loss: 0.0311602 | Time: 2029.47 ms [2022-04-10 20:20:35 main:574] : INFO : Epoch 1789 | loss: 0.031133 | val_loss: 0.0311637 | Time: 2062.43 ms [2022-04-10 20:20:37 main:574] : INFO : Epoch 1790 | loss: 0.0311308 | val_loss: 0.0311604 | Time: 2011.33 ms [2022-04-10 20:20:39 main:574] : INFO : Epoch 1791 | loss: 0.0311302 | val_loss: 0.0311614 | Time: 2010.62 ms [2022-04-10 20:20:41 main:574] : INFO : Epoch 1792 | loss: 0.0311307 | val_loss: 0.0311651 | Time: 2104.98 ms [2022-04-10 20:20:44 main:574] : INFO : Epoch 1793 | loss: 0.0311329 | val_loss: 0.0311784 | Time: 2055.25 ms [2022-04-10 20:20:46 main:574] : INFO : Epoch 1794 | loss: 0.0311312 | val_loss: 0.0311685 | Time: 2076.57 ms [2022-04-10 20:20:48 main:574] : INFO : Epoch 1795 | loss: 0.0311309 | val_loss: 0.031171 | Time: 2049.86 ms [2022-04-10 20:20:50 main:574] : INFO : Epoch 1796 | loss: 0.0311317 | val_loss: 0.0311677 | Time: 2040.59 ms [2022-04-10 20:20:52 main:574] : INFO : Epoch 1797 | loss: 0.0311633 | val_loss: 0.031193 | Time: 2065.72 ms [2022-04-10 20:20:54 main:574] : INFO : Epoch 1798 | loss: 0.0311934 | val_loss: 0.0311887 | Time: 2075.68 ms [2022-04-10 20:20:56 main:574] : INFO : Epoch 1799 | loss: 0.0311869 | val_loss: 0.0311793 | Time: 2031.95 ms [2022-04-10 20:20:59 main:574] : INFO : Epoch 1800 | loss: 0.0311841 | val_loss: 0.0311791 | Time: 2094.83 ms [2022-04-10 20:21:01 main:574] : INFO : Epoch 1801 | loss: 0.0311826 | val_loss: 0.0311772 | Time: 2035.11 ms [2022-04-10 20:21:03 main:574] : INFO : Epoch 1802 | loss: 0.0311807 | val_loss: 0.0311767 | Time: 2046.07 ms [2022-04-10 20:21:05 main:574] : INFO : Epoch 1803 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 2040.72 ms [2022-04-10 20:21:07 main:574] : INFO : Epoch 1804 | loss: 0.0311797 | val_loss: 0.031177 | Time: 2037.11 ms [2022-04-10 20:21:09 main:574] : INFO : Epoch 1805 | loss: 0.0311783 | val_loss: 0.031181 | Time: 2101.29 ms [2022-04-10 20:21:11 main:574] : INFO : Epoch 1806 | loss: 0.031178 | val_loss: 0.0311762 | Time: 2062.99 ms [2022-04-10 20:21:14 main:574] : INFO : Epoch 1807 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 2051.04 ms [2022-04-10 20:21:16 main:574] : INFO : Epoch 1808 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 2090.52 ms [2022-04-10 20:21:18 main:574] : INFO : Epoch 1809 | loss: 0.0311759 | val_loss: 0.0311753 | Time: 2022.86 ms [2022-04-10 20:21:20 main:574] : INFO : Epoch 1810 | loss: 0.0311754 | val_loss: 0.031177 | Time: 2093.79 ms [2022-04-10 20:21:22 main:574] : INFO : Epoch 1811 | loss: 0.0311737 | val_loss: 0.0311728 | Time: 2020.54 ms [2022-04-10 20:21:24 main:574] : INFO : Epoch 1812 | loss: 0.0311732 | val_loss: 0.0311728 | Time: 2064.77 ms [2022-04-10 20:21:27 main:574] : INFO : Epoch 1813 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 2122.97 ms [2022-04-10 20:21:29 main:574] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.0311721 | Time: 2073.08 ms [2022-04-10 20:21:31 main:574] : INFO : Epoch 1815 | loss: 0.0311709 | val_loss: 0.031171 | Time: 2066.57 ms [2022-04-10 20:21:33 main:574] : INFO : Epoch 1816 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 2072.75 ms [2022-04-10 20:21:35 main:574] : INFO : Epoch 1817 | loss: 0.0311696 | val_loss: 0.0311721 | Time: 2069.76 ms [2022-04-10 20:21:38 main:574] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311681 | Time: 2088.84 ms [2022-04-10 20:21:40 main:574] : INFO : Epoch 1819 | loss: 0.031162 | val_loss: 0.031167 | Time: 2135.96 ms [2022-04-10 20:21:42 main:574] : INFO : Epoch 1820 | loss: 0.0311574 | val_loss: 0.0311658 | Time: 2061.07 ms [2022-04-10 20:21:44 main:574] : INFO : Epoch 1821 | loss: 0.0311573 | val_loss: 0.0311669 | Time: 2086.38 ms [2022-04-10 20:21:46 main:574] : INFO : Epoch 1822 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 2097.33 ms [2022-04-10 20:21:48 main:574] : INFO : Epoch 1823 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 2079.51 ms [2022-04-10 20:21:51 main:574] : INFO : Epoch 1824 | loss: 0.031159 | val_loss: 0.0311722 | Time: 2063.78 ms [2022-04-10 20:21:53 main:574] : INFO : Epoch 1825 | loss: 0.0311574 | val_loss: 0.031163 | Time: 2076.57 ms [2022-04-10 20:21:55 main:574] : INFO : Epoch 1826 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 2103.36 ms [2022-04-10 20:21:57 main:574] : INFO : Epoch 1827 | loss: 0.0311542 | val_loss: 0.0311628 | Time: 2040.35 ms [2022-04-10 20:21:59 main:574] : INFO : Epoch 1828 | loss: 0.0311528 | val_loss: 0.0311617 | Time: 2087.52 ms [2022-04-10 20:22:01 main:574] : INFO : Epoch 1829 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 2039.21 ms [2022-04-10 20:22:04 main:574] : INFO : Epoch 1830 | loss: 0.031154 | val_loss: 0.031164 | Time: 2020.29 ms [2022-04-10 20:22:06 main:574] : INFO : Epoch 1831 | loss: 0.0311535 | val_loss: 0.031166 | Time: 2091.14 ms [2022-04-10 20:22:08 main:574] : INFO : Epoch 1832 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 2019.67 ms [2022-04-10 20:22:10 main:574] : INFO : Epoch 1833 | loss: 0.0311519 | val_loss: 0.0311617 | Time: 2019.71 ms [2022-04-10 20:22:12 main:574] : INFO : Epoch 1834 | loss: 0.031151 | val_loss: 0.0311635 | Time: 2069.69 ms [2022-04-10 20:22:14 main:574] : INFO : Epoch 1835 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 2127.43 ms [2022-04-10 20:22:16 main:574] : INFO : Epoch 1836 | loss: 0.0311506 | val_loss: 0.0311597 | Time: 2015.64 ms [2022-04-10 20:22:19 main:574] : INFO : Epoch 1837 | loss: 0.0311492 | val_loss: 0.0311604 | Time: 2169.39 ms [2022-04-10 20:22:21 main:574] : INFO : Epoch 1838 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 2056.54 ms [2022-04-10 20:22:23 main:574] : INFO : Epoch 1839 | loss: 0.0311492 | val_loss: 0.0311675 | Time: 2084.73 ms [2022-04-10 20:22:25 main:574] : INFO : Epoch 1840 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 2107.56 ms [2022-04-10 20:22:27 main:574] : INFO : Epoch 1841 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 2045.35 ms [2022-04-10 20:22:29 main:574] : INFO : Epoch 1842 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 2065.49 ms [2022-04-10 20:22:32 main:574] : INFO : Epoch 1843 | loss: 0.0311486 | val_loss: 0.0311621 | Time: 2093.46 ms [2022-04-10 20:22:34 main:574] : INFO : Epoch 1844 | loss: 0.0311478 | val_loss: 0.0311615 | Time: 2050.26 ms [2022-04-10 20:22:36 main:574] : INFO : Epoch 1845 | loss: 0.031147 | val_loss: 0.0311608 | Time: 2133.36 ms [2022-04-10 20:22:38 main:574] : INFO : Epoch 1846 | loss: 0.0311476 | val_loss: 0.0311614 | Time: 2120.72 ms [2022-04-10 20:22:40 main:574] : INFO : Epoch 1847 | loss: 0.0311461 | val_loss: 0.03116 | Time: 2033.81 ms [2022-04-10 20:22:42 main:574] : INFO : Epoch 1848 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 2084.06 ms [2022-04-10 20:22:45 main:574] : INFO : Epoch 1849 | loss: 0.031147 | val_loss: 0.0311596 | Time: 2081.17 ms [2022-04-10 20:22:47 main:574] : INFO : Epoch 1850 | loss: 0.031149 | val_loss: 0.0311613 | Time: 2068.26 ms [2022-04-10 20:22:49 main:574] : INFO : Epoch 1851 | loss: 0.0311478 | val_loss: 0.0311637 | Time: 2083.59 ms [2022-04-10 20:22:51 main:574] : INFO : Epoch 1852 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 2040.28 ms [2022-04-10 20:22:53 main:574] : INFO : Epoch 1853 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 2055.6 ms [2022-04-10 20:22:56 main:574] : INFO : Epoch 1854 | loss: 0.0311508 | val_loss: 0.0311697 | Time: 2068.94 ms [2022-04-10 20:22:58 main:574] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 2020.79 ms [2022-04-10 20:23:00 main:574] : INFO : Epoch 1856 | loss: 0.0311484 | val_loss: 0.0311605 | Time: 1989.2 ms [2022-04-10 20:23:02 main:574] : INFO : Epoch 1857 | loss: 0.0311456 | val_loss: 0.0311608 | Time: 2025.17 ms [2022-04-10 20:23:04 main:574] : INFO : Epoch 1858 | loss: 0.0311462 | val_loss: 0.0311597 | Time: 2092.92 ms [2022-04-10 20:23:06 main:574] : INFO : Epoch 1859 | loss: 0.0311457 | val_loss: 0.0311619 | Time: 2198.18 ms [2022-04-10 20:23:08 main:574] : INFO : Epoch 1860 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 2064.94 ms [2022-04-10 20:23:11 main:574] : INFO : Epoch 1861 | loss: 0.0311466 | val_loss: 0.031158 | Time: 2051.34 ms [2022-04-10 20:23:13 main:574] : INFO : Epoch 1862 | loss: 0.031145 | val_loss: 0.0311602 | Time: 2102.75 ms [2022-04-10 20:23:15 main:574] : INFO : Epoch 1863 | loss: 0.031145 | val_loss: 0.0311594 | Time: 2080.42 ms [2022-04-10 20:23:17 main:574] : INFO : Epoch 1864 | loss: 0.0311447 | val_loss: 0.03116 | Time: 2098.14 ms [2022-04-10 20:23:19 main:574] : INFO : Epoch 1865 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 2022.5 ms [2022-04-10 20:23:21 main:574] : INFO : Epoch 1866 | loss: 0.0311446 | val_loss: 0.0311629 | Time: 2029.96 ms [2022-04-10 20:23:23 main:574] : INFO : Epoch 1867 | loss: 0.0311438 | val_loss: 0.0311601 | Time: 2075.71 ms [2022-04-10 20:23:26 main:574] : INFO : Epoch 1868 | loss: 0.0311436 | val_loss: 0.0311604 | Time: 2058.39 ms [2022-04-10 20:23:28 main:574] : INFO : Epoch 1869 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 2273.91 ms [2022-04-10 20:23:31 main:574] : INFO : Epoch 1870 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 2514.95 ms [2022-04-10 20:23:33 main:574] : INFO : Epoch 1871 | loss: 0.0311445 | val_loss: 0.031163 | Time: 2356.71 ms [2022-04-10 20:23:36 main:574] : INFO : Epoch 1872 | loss: 0.0311475 | val_loss: 0.0311599 | Time: 2092.41 ms [2022-04-10 20:23:38 main:574] : INFO : Epoch 1873 | loss: 0.0311469 | val_loss: 0.0311606 | Time: 2101.13 ms [2022-04-10 20:23:40 main:574] : INFO : Epoch 1874 | loss: 0.031148 | val_loss: 0.0311605 | Time: 2088.76 ms [2022-04-10 20:23:42 main:574] : INFO : Epoch 1875 | loss: 0.0311493 | val_loss: 0.0311612 | Time: 2039.6 ms [2022-04-10 20:23:44 main:574] : INFO : Epoch 1876 | loss: 0.0311498 | val_loss: 0.0311608 | Time: 2087.44 ms [2022-04-10 20:23:46 main:574] : INFO : Epoch 1877 | loss: 0.0311499 | val_loss: 0.0311615 | Time: 2105.15 ms [2022-04-10 20:23:49 main:574] : INFO : Epoch 1878 | loss: 0.0311492 | val_loss: 0.0311606 | Time: 2079.72 ms [2022-04-10 20:23:51 main:574] : INFO : Epoch 1879 | loss: 0.0311482 | val_loss: 0.0311638 | Time: 2030.73 ms [2022-04-10 20:23:53 main:574] : INFO : Epoch 1880 | loss: 0.0311472 | val_loss: 0.0311665 | Time: 2008.53 ms [2022-04-10 20:23:55 main:574] : INFO : Epoch 1881 | loss: 0.0311527 | val_loss: 0.0311696 | Time: 2025.6 ms [2022-04-10 20:23:57 main:574] : INFO : Epoch 1882 | loss: 0.0311497 | val_loss: 0.0311615 | Time: 2064.64 ms [2022-04-10 20:23:59 main:574] : INFO : Epoch 1883 | loss: 0.0311482 | val_loss: 0.0311645 | Time: 2139.68 ms [2022-04-10 20:24:01 main:574] : INFO : Epoch 1884 | loss: 0.0311473 | val_loss: 0.0311629 | Time: 2056.61 ms [2022-04-10 20:24:04 main:574] : INFO : Epoch 1885 | loss: 0.0311464 | val_loss: 0.0311633 | Time: 2028.16 ms [2022-04-10 20:24:06 main:574] : INFO : Epoch 1886 | loss: 0.0311455 | val_loss: 0.0311628 | Time: 2059.8 ms [2022-04-10 20:24:08 main:574] : INFO : Epoch 1887 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 2153.92 ms [2022-04-10 20:24:10 main:574] : INFO : Epoch 1888 | loss: 0.031147 | val_loss: 0.0311619 | Time: 2065.09 ms [2022-04-10 20:24:12 main:574] : INFO : Epoch 1889 | loss: 0.0311448 | val_loss: 0.0311619 | Time: 2055.95 ms [2022-04-10 20:24:14 main:574] : INFO : Epoch 1890 | loss: 0.0311434 | val_loss: 0.0311614 | Time: 2035.6 ms [2022-04-10 20:24:17 main:574] : INFO : Epoch 1891 | loss: 0.0311439 | val_loss: 0.0311613 | Time: 2073.28 ms [2022-04-10 20:24:19 main:574] : INFO : Epoch 1892 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 2106.17 ms [2022-04-10 20:24:21 main:574] : INFO : Epoch 1893 | loss: 0.0311429 | val_loss: 0.031164 | Time: 2054.9 ms [2022-04-10 20:24:23 main:574] : INFO : Epoch 1894 | loss: 0.0311465 | val_loss: 0.0311654 | Time: 2023.38 ms [2022-04-10 20:24:25 main:574] : INFO : Epoch 1895 | loss: 0.0311454 | val_loss: 0.0311618 | Time: 2042.34 ms [2022-04-10 20:24:27 main:574] : INFO : Epoch 1896 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 2123.84 ms [2022-04-10 20:24:29 main:574] : INFO : Epoch 1897 | loss: 0.0311443 | val_loss: 0.0311635 | Time: 2030.04 ms [2022-04-10 20:24:32 main:574] : INFO : Epoch 1898 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 2054.74 ms [2022-04-10 20:24:34 main:574] : INFO : Epoch 1899 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 2009.8 ms [2022-04-10 20:24:36 main:574] : INFO : Epoch 1900 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 2080.92 ms [2022-04-10 20:24:38 main:574] : INFO : Epoch 1901 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 2026.44 ms [2022-04-10 20:24:40 main:574] : INFO : Epoch 1902 | loss: 0.0311431 | val_loss: 0.0311652 | Time: 2111.17 ms [2022-04-10 20:24:42 main:574] : INFO : Epoch 1903 | loss: 0.0311411 | val_loss: 0.0311638 | Time: 2046.1 ms [2022-04-10 20:24:44 main:574] : INFO : Epoch 1904 | loss: 0.0311413 | val_loss: 0.0311655 | Time: 2097.39 ms [2022-04-10 20:24:47 main:574] : INFO : Epoch 1905 | loss: 0.031142 | val_loss: 0.0311656 | Time: 2148.7 ms [2022-04-10 20:24:49 main:574] : INFO : Epoch 1906 | loss: 0.0311478 | val_loss: 0.031167 | Time: 2084.65 ms [2022-04-10 20:24:51 main:574] : INFO : Epoch 1907 | loss: 0.0311427 | val_loss: 0.0311618 | Time: 2083.35 ms [2022-04-10 20:24:53 main:574] : INFO : Epoch 1908 | loss: 0.0311454 | val_loss: 0.0311634 | Time: 2041.15 ms [2022-04-10 20:24:55 main:574] : INFO : Epoch 1909 | loss: 0.0311449 | val_loss: 0.0311654 | Time: 2047.37 ms [2022-04-10 20:24:57 main:574] : INFO : Epoch 1910 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 2027.22 ms [2022-04-10 20:25:00 main:574] : INFO : Epoch 1911 | loss: 0.0311445 | val_loss: 0.0311624 | Time: 2084.73 ms [2022-04-10 20:25:02 main:574] : INFO : Epoch 1912 | loss: 0.031146 | val_loss: 0.0311632 | Time: 2061.78 ms [2022-04-10 20:25:04 main:574] : INFO : Epoch 1913 | loss: 0.0311439 | val_loss: 0.0311662 | Time: 2073 ms [2022-04-10 20:25:06 main:574] : INFO : Epoch 1914 | loss: 0.0311453 | val_loss: 0.0311656 | Time: 2054.28 ms [2022-04-10 20:25:08 main:574] : INFO : Epoch 1915 | loss: 0.031146 | val_loss: 0.0311626 | Time: 2038.42 ms [2022-04-10 20:25:10 main:574] : INFO : Epoch 1916 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 2024.61 ms [2022-04-10 20:25:12 main:574] : INFO : Epoch 1917 | loss: 0.0311471 | val_loss: 0.0311676 | Time: 2062.35 ms [2022-04-10 20:25:15 main:574] : INFO : Epoch 1918 | loss: 0.0311501 | val_loss: 0.0311651 | Time: 2101.12 ms [2022-04-10 20:25:17 main:574] : INFO : Epoch 1919 | loss: 0.0311476 | val_loss: 0.031168 | Time: 2107.69 ms [2022-04-10 20:25:19 main:574] : INFO : Epoch 1920 | loss: 0.0311453 | val_loss: 0.0311658 | Time: 2141.6 ms [2022-04-10 20:25:21 main:574] : INFO : Epoch 1921 | loss: 0.0311455 | val_loss: 0.0311684 | Time: 2040.93 ms [2022-04-10 20:25:23 main:574] : INFO : Epoch 1922 | loss: 0.0311475 | val_loss: 0.0311725 | Time: 2048.94 ms [2022-04-10 20:25:25 main:574] : INFO : Epoch 1923 | loss: 0.0311452 | val_loss: 0.031165 | Time: 1994.51 ms [2022-04-10 20:25:28 main:574] : INFO : Epoch 1924 | loss: 0.0311434 | val_loss: 0.0311704 | Time: 2075.54 ms [2022-04-10 20:25:30 main:574] : INFO : Epoch 1925 | loss: 0.0311432 | val_loss: 0.031171 | Time: 2095.77 ms [2022-04-10 20:25:32 main:574] : INFO : Epoch 1926 | loss: 0.0311448 | val_loss: 0.0311702 | Time: 2059.29 ms [2022-04-10 20:25:34 main:574] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.0311685 | Time: 2101.45 ms [2022-04-10 20:25:36 main:574] : INFO : Epoch 1928 | loss: 0.0311418 | val_loss: 0.0311674 | Time: 2077.72 ms [2022-04-10 20:25:38 main:574] : INFO : Epoch 1929 | loss: 0.0311408 | val_loss: 0.0311681 | Time: 2029.24 ms [2022-04-10 20:25:40 main:574] : INFO : Epoch 1930 | loss: 0.0311417 | val_loss: 0.031168 | Time: 1998.47 ms [2022-04-10 20:25:43 main:574] : INFO : Epoch 1931 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 2077.58 ms [2022-04-10 20:25:45 main:574] : INFO : Epoch 1932 | loss: 0.0311393 | val_loss: 0.0311642 | Time: 2092.76 ms [2022-04-10 20:25:47 main:574] : INFO : Epoch 1933 | loss: 0.0311428 | val_loss: 0.0311653 | Time: 2026.11 ms [2022-04-10 20:25:49 main:574] : INFO : Epoch 1934 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 2098.77 ms [2022-04-10 20:25:51 main:574] : INFO : Epoch 1935 | loss: 0.0311404 | val_loss: 0.0311622 | Time: 2027.45 ms [2022-04-10 20:25:53 main:574] : INFO : Epoch 1936 | loss: 0.0311409 | val_loss: 0.0311624 | Time: 2021.55 ms [2022-04-10 20:25:55 main:574] : INFO : Epoch 1937 | loss: 0.031141 | val_loss: 0.0311632 | Time: 1984.45 ms [2022-04-10 20:25:58 main:574] : INFO : Epoch 1938 | loss: 0.0311427 | val_loss: 0.0311676 | Time: 2060.5 ms [2022-04-10 20:26:00 main:574] : INFO : Epoch 1939 | loss: 0.0311434 | val_loss: 0.0311607 | Time: 2017.1 ms [2022-04-10 20:26:02 main:574] : INFO : Epoch 1940 | loss: 0.0311438 | val_loss: 0.0311636 | Time: 2046.89 ms [2022-04-10 20:26:04 main:574] : INFO : Epoch 1941 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 2020.34 ms [2022-04-10 20:26:06 main:574] : INFO : Epoch 1942 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 2086.85 ms [2022-04-10 20:26:08 main:574] : INFO : Epoch 1943 | loss: 0.0311428 | val_loss: 0.0311611 | Time: 2082.09 ms [2022-04-10 20:26:10 main:574] : INFO : Epoch 1944 | loss: 0.0311417 | val_loss: 0.0311634 | Time: 2040.14 ms [2022-04-10 20:26:13 main:574] : INFO : Epoch 1945 | loss: 0.0311433 | val_loss: 0.0311618 | Time: 2078.08 ms [2022-04-10 20:26:15 main:574] : INFO : Epoch 1946 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 2048.57 ms [2022-04-10 20:26:17 main:574] : INFO : Epoch 1947 | loss: 0.0311428 | val_loss: 0.0311629 | Time: 2053.39 ms [2022-04-10 20:26:19 main:574] : INFO : Epoch 1948 | loss: 0.03114 | val_loss: 0.0311635 | Time: 2040.64 ms [2022-04-10 20:26:21 main:574] : INFO : Epoch 1949 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 2069.35 ms [2022-04-10 20:26:23 main:574] : INFO : Epoch 1950 | loss: 0.0311419 | val_loss: 0.0311622 | Time: 2087.77 ms [2022-04-10 20:26:25 main:574] : INFO : Epoch 1951 | loss: 0.0311432 | val_loss: 0.0311595 | Time: 2078.91 ms [2022-04-10 20:26:28 main:574] : INFO : Epoch 1952 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 2101.99 ms [2022-04-10 20:26:30 main:574] : INFO : Epoch 1953 | loss: 0.0311416 | val_loss: 0.031161 | Time: 2048.55 ms [2022-04-10 20:26:32 main:574] : INFO : Epoch 1954 | loss: 0.0311397 | val_loss: 0.0311596 | Time: 2145.08 ms [2022-04-10 20:26:34 main:574] : INFO : Epoch 1955 | loss: 0.0311418 | val_loss: 0.031164 | Time: 2080.8 ms [2022-04-10 20:26:36 main:574] : INFO : Epoch 1956 | loss: 0.0311426 | val_loss: 0.0311634 | Time: 2029.08 ms [2022-04-10 20:26:38 main:574] : INFO : Epoch 1957 | loss: 0.0311418 | val_loss: 0.0311618 | Time: 2104.66 ms [2022-04-10 20:26:41 main:574] : INFO : Epoch 1958 | loss: 0.0311425 | val_loss: 0.0311618 | Time: 2046.34 ms [2022-04-10 20:26:43 main:574] : INFO : Epoch 1959 | loss: 0.0311387 | val_loss: 0.0311633 | Time: 2054.89 ms [2022-04-10 20:26:45 main:574] : INFO : Epoch 1960 | loss: 0.0311377 | val_loss: 0.0311611 | Time: 1995.37 ms [2022-04-10 20:26:47 main:574] : INFO : Epoch 1961 | loss: 0.0311383 | val_loss: 0.0311606 | Time: 2041.36 ms [2022-04-10 20:26:49 main:574] : INFO : Epoch 1962 | loss: 0.0311371 | val_loss: 0.031163 | Time: 2031.14 ms [2022-04-10 20:26:51 main:574] : INFO : Epoch 1963 | loss: 0.0311391 | val_loss: 0.0311606 | Time: 2034.82 ms [2022-04-10 20:26:53 main:574] : INFO : Epoch 1964 | loss: 0.0311395 | val_loss: 0.031161 | Time: 2034.59 ms [2022-04-10 20:26:56 main:574] : INFO : Epoch 1965 | loss: 0.0311388 | val_loss: 0.0311591 | Time: 2083.11 ms [2022-04-10 20:26:58 main:574] : INFO : Epoch 1966 | loss: 0.0311375 | val_loss: 0.0311639 | Time: 2035.44 ms [2022-04-10 20:27:00 main:574] : INFO : Epoch 1967 | loss: 0.03114 | val_loss: 0.0311607 | Time: 2063.11 ms [2022-04-10 20:27:02 main:574] : INFO : Epoch 1968 | loss: 0.0311414 | val_loss: 0.031162 | Time: 2140.43 ms [2022-04-10 20:27:04 main:574] : INFO : Epoch 1969 | loss: 0.0311391 | val_loss: 0.0311619 | Time: 2016.84 ms [2022-04-10 20:27:06 main:574] : INFO : Epoch 1970 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 2053.47 ms [2022-04-10 20:27:09 main:574] : INFO : Epoch 1971 | loss: 0.0311379 | val_loss: 0.0311611 | Time: 2079.57 ms [2022-04-10 20:27:11 main:574] : INFO : Epoch 1972 | loss: 0.0311367 | val_loss: 0.0311671 | Time: 2118.86 ms [2022-04-10 20:27:13 main:574] : INFO : Epoch 1973 | loss: 0.0311372 | val_loss: 0.0311592 | Time: 2071.29 ms [2022-04-10 20:27:15 main:574] : INFO : Epoch 1974 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 2005.33 ms [2022-04-10 20:27:17 main:574] : INFO : Epoch 1975 | loss: 0.031139 | val_loss: 0.0311607 | Time: 2105.21 ms [2022-04-10 20:27:19 main:574] : INFO : Epoch 1976 | loss: 0.0311389 | val_loss: 0.0311638 | Time: 2117.64 ms [2022-04-10 20:27:22 main:574] : INFO : Epoch 1977 | loss: 0.0311379 | val_loss: 0.0311615 | Time: 2010.85 ms [2022-04-10 20:27:24 main:574] : INFO : Epoch 1978 | loss: 0.031138 | val_loss: 0.0311611 | Time: 2086.7 ms [2022-04-10 20:27:26 main:574] : INFO : Epoch 1979 | loss: 0.0311395 | val_loss: 0.0311578 | Time: 2152.44 ms [2022-04-10 20:27:28 main:574] : INFO : Epoch 1980 | loss: 0.0311377 | val_loss: 0.0311587 | Time: 2061.91 ms [2022-04-10 20:27:30 main:574] : INFO : Epoch 1981 | loss: 0.0311378 | val_loss: 0.0311596 | Time: 2063.27 ms [2022-04-10 20:27:33 main:574] : INFO : Epoch 1982 | loss: 0.0311388 | val_loss: 0.0311653 | Time: 2133.29 ms [2022-04-10 20:27:35 main:574] : INFO : Epoch 1983 | loss: 0.0311396 | val_loss: 0.0311631 | Time: 2079.25 ms [2022-04-10 20:27:37 main:574] : INFO : Epoch 1984 | loss: 0.0311377 | val_loss: 0.0311584 | Time: 2034.81 ms [2022-04-10 20:27:39 main:574] : INFO : Epoch 1985 | loss: 0.0311375 | val_loss: 0.0311639 | Time: 2032.37 ms [2022-04-10 20:27:41 main:574] : INFO : Epoch 1986 | loss: 0.031141 | val_loss: 0.0311637 | Time: 2015.46 ms [2022-04-10 20:27:43 main:574] : INFO : Epoch 1987 | loss: 0.0311511 | val_loss: 0.0311658 | Time: 2077.56 ms [2022-04-10 20:27:45 main:574] : INFO : Epoch 1988 | loss: 0.0311552 | val_loss: 0.0311829 | Time: 2093.89 ms [2022-04-10 20:27:48 main:574] : INFO : Epoch 1989 | loss: 0.0370193 | val_loss: 0.0336864 | Time: 2067.95 ms [2022-04-10 20:27:50 main:574] : INFO : Epoch 1990 | loss: 0.0364579 | val_loss: 0.03372 | Time: 2124.31 ms [2022-04-10 20:27:52 main:574] : INFO : Epoch 1991 | loss: 0.0319478 | val_loss: 0.031514 | Time: 2054.52 ms [2022-04-10 20:27:54 main:574] : INFO : Epoch 1992 | loss: 0.0313411 | val_loss: 0.0312766 | Time: 2055.06 ms [2022-04-10 20:27:56 main:574] : INFO : Epoch 1993 | loss: 0.0312491 | val_loss: 0.0312271 | Time: 2039.92 ms [2022-04-10 20:27:59 main:574] : INFO : Epoch 1994 | loss: 0.0312224 | val_loss: 0.0312096 | Time: 2100.82 ms [2022-04-10 20:28:01 main:574] : INFO : Epoch 1995 | loss: 0.0312073 | val_loss: 0.0311978 | Time: 2041.84 ms [2022-04-10 20:28:03 main:574] : INFO : Epoch 1996 | loss: 0.0311963 | val_loss: 0.0311889 | Time: 2062.55 ms [2022-04-10 20:28:05 main:574] : INFO : Epoch 1997 | loss: 0.0311883 | val_loss: 0.0311838 | Time: 2105 ms [2022-04-10 20:28:07 main:574] : INFO : Epoch 1998 | loss: 0.0311847 | val_loss: 0.0311799 | Time: 2082.56 ms [2022-04-10 20:28:09 main:574] : INFO : Epoch 1999 | loss: 0.0311825 | val_loss: 0.0311779 | Time: 2138.9 ms [2022-04-10 20:28:12 main:574] : INFO : Epoch 2000 | loss: 0.0311784 | val_loss: 0.0311762 | Time: 2016.04 ms [2022-04-10 20:28:14 main:574] : INFO : Epoch 2001 | loss: 0.0311748 | val_loss: 0.0311735 | Time: 2098.59 ms [2022-04-10 20:28:16 main:574] : INFO : Epoch 2002 | loss: 0.0311722 | val_loss: 0.0311714 | Time: 2022.04 ms [2022-04-10 20:28:18 main:574] : INFO : Epoch 2003 | loss: 0.031167 | val_loss: 0.0311688 | Time: 2065.36 ms [2022-04-10 20:28:20 main:574] : INFO : Epoch 2004 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 2008.1 ms [2022-04-10 20:28:22 main:574] : INFO : Epoch 2005 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 2086.97 ms [2022-04-10 20:28:24 main:574] : INFO : Epoch 2006 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 2006.86 ms [2022-04-10 20:28:27 main:574] : INFO : Epoch 2007 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 2070.98 ms [2022-04-10 20:28:29 main:574] : INFO : Epoch 2008 | loss: 0.031158 | val_loss: 0.0311658 | Time: 2090.02 ms [2022-04-10 20:28:31 main:574] : INFO : Epoch 2009 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 2040.39 ms [2022-04-10 20:28:33 main:574] : INFO : Epoch 2010 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 2114.77 ms [2022-04-10 20:28:35 main:574] : INFO : Epoch 2011 | loss: 0.0311559 | val_loss: 0.031168 | Time: 2036.44 ms [2022-04-10 20:28:37 main:574] : INFO : Epoch 2012 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2045.17 ms [2022-04-10 20:28:40 main:574] : INFO : Epoch 2013 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 2080.76 ms [2022-04-10 20:28:42 main:574] : INFO : Epoch 2014 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 2153.17 ms [2022-04-10 20:28:44 main:574] : INFO : Epoch 2015 | loss: 0.0311523 | val_loss: 0.0311638 | Time: 2102.64 ms [2022-04-10 20:28:46 main:574] : INFO : Epoch 2016 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 2086.35 ms [2022-04-10 20:28:48 main:574] : INFO : Epoch 2017 | loss: 0.0311521 | val_loss: 0.0311646 | Time: 2087.21 ms [2022-04-10 20:28:51 main:574] : INFO : Epoch 2018 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 2027.5 ms [2022-04-10 20:28:53 main:574] : INFO : Epoch 2019 | loss: 0.0311542 | val_loss: 0.031164 | Time: 2078.3 ms [2022-04-10 20:28:55 main:574] : INFO : Epoch 2020 | loss: 0.0311522 | val_loss: 0.0311654 | Time: 2053.39 ms [2022-04-10 20:28:57 main:574] : INFO : Epoch 2021 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 2057.96 ms [2022-04-10 20:28:59 main:574] : INFO : Epoch 2022 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 2029.89 ms [2022-04-10 20:29:01 main:574] : INFO : Epoch 2023 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 2030.59 ms [2022-04-10 20:29:03 main:574] : INFO : Epoch 2024 | loss: 0.0311501 | val_loss: 0.0311646 | Time: 2078.62 ms [2022-04-10 20:29:05 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311656 | Time: 2044.48 ms [2022-04-10 20:29:08 main:574] : INFO : Epoch 2026 | loss: 0.0311489 | val_loss: 0.0311648 | Time: 2075 ms [2022-04-10 20:29:10 main:574] : INFO : Epoch 2027 | loss: 0.0311484 | val_loss: 0.0311665 | Time: 1971.56 ms [2022-04-10 20:29:12 main:574] : INFO : Epoch 2028 | loss: 0.0311484 | val_loss: 0.0311656 | Time: 2021.37 ms [2022-04-10 20:29:14 main:574] : INFO : Epoch 2029 | loss: 0.0311478 | val_loss: 0.0311649 | Time: 2080.79 ms [2022-04-10 20:29:16 main:574] : INFO : Epoch 2030 | loss: 0.031148 | val_loss: 0.0311644 | Time: 2106.85 ms [2022-04-10 20:29:18 main:574] : INFO : Epoch 2031 | loss: 0.0311477 | val_loss: 0.031165 | Time: 2044.1 ms [2022-04-10 20:29:20 main:574] : INFO : Epoch 2032 | loss: 0.0311468 | val_loss: 0.0311638 | Time: 2083.4 ms [2022-04-10 20:29:23 main:574] : INFO : Epoch 2033 | loss: 0.0311462 | val_loss: 0.0311663 | Time: 2115.86 ms [2022-04-10 20:29:25 main:574] : INFO : Epoch 2034 | loss: 0.031144 | val_loss: 0.031163 | Time: 2029.86 ms [2022-04-10 20:29:27 main:574] : INFO : Epoch 2035 | loss: 0.031143 | val_loss: 0.0311629 | Time: 2099.46 ms [2022-04-10 20:29:29 main:574] : INFO : Epoch 2036 | loss: 0.0311423 | val_loss: 0.031164 | Time: 2046.3 ms [2022-04-10 20:29:31 main:574] : INFO : Epoch 2037 | loss: 0.0311409 | val_loss: 0.0311612 | Time: 2072.6 ms [2022-04-10 20:29:33 main:574] : INFO : Epoch 2038 | loss: 0.0311394 | val_loss: 0.0311631 | Time: 2044.62 ms [2022-04-10 20:29:36 main:574] : INFO : Epoch 2039 | loss: 0.0311397 | val_loss: 0.031163 | Time: 2093.15 ms [2022-04-10 20:29:38 main:574] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.0311614 | Time: 2024.04 ms [2022-04-10 20:29:40 main:574] : INFO : Epoch 2041 | loss: 0.0311408 | val_loss: 0.0311599 | Time: 2092.01 ms [2022-04-10 20:29:42 main:574] : INFO : Epoch 2042 | loss: 0.031142 | val_loss: 0.0311629 | Time: 2052.99 ms [2022-04-10 20:29:44 main:574] : INFO : Epoch 2043 | loss: 0.0311418 | val_loss: 0.0311613 | Time: 2024.62 ms [2022-04-10 20:29:46 main:574] : INFO : Epoch 2044 | loss: 0.0311416 | val_loss: 0.0311618 | Time: 2093.26 ms [2022-04-10 20:29:49 main:574] : INFO : Epoch 2045 | loss: 0.031143 | val_loss: 0.0311658 | Time: 2082.64 ms [2022-04-10 20:29:51 main:574] : INFO : Epoch 2046 | loss: 0.0311415 | val_loss: 0.0311659 | Time: 2034.61 ms [2022-04-10 20:29:53 main:574] : INFO : Epoch 2047 | loss: 0.0311403 | val_loss: 0.0311621 | Time: 2067.3 ms [2022-04-10 20:29:55 main:574] : INFO : Epoch 2048 | loss: 0.0311408 | val_loss: 0.0311633 | Time: 2037.47 ms [2022-04-10 20:29:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311633 [2022-04-10 20:29:55 main:603] : INFO : Saving end state to config to file [2022-04-10 20:29:55 main:608] : INFO : Success, exiting.. 20:29:55 (18412): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)