Task 11091769
| Name | ParityModified-1639952973-20764-2-0_0 |
| Workunit | 8375612 |
| Created | 26 Jan 2022, 20:05:32 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 11:02:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 10 min 16 sec |
| CPU time | 1 hours 10 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 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: 0.0311377 | val_loss: 0.0311474 | Time: 2149.92 ms
[2022-02-13 04:43:59 main:574] : INFO : Epoch 1543 | loss: 0.0311379 | val_loss: 0.0311475 | Time: 2070.58 ms
[2022-02-13 04:44:01 main:574] : INFO : Epoch 1544 | loss: 0.0311354 | val_loss: 0.0311452 | Time: 2094.78 ms
[2022-02-13 04:44:03 main:574] : INFO : Epoch 1545 | loss: 0.0311333 | val_loss: 0.0311469 | Time: 2080.74 ms
[2022-02-13 04:44:05 main:574] : INFO : Epoch 1546 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 2054.37 ms
[2022-02-13 04:44:08 main:574] : INFO : Epoch 1547 | loss: 0.0311362 | val_loss: 0.0311475 | Time: 2042.47 ms
[2022-02-13 04:44:10 main:574] : INFO : Epoch 1548 | loss: 0.031133 | val_loss: 0.0311449 | Time: 2040.2 ms
[2022-02-13 04:44:12 main:574] : INFO : Epoch 1549 | loss: 0.0311349 | val_loss: 0.031149 | Time: 2085.01 ms
[2022-02-13 04:44:14 main:574] : INFO : Epoch 1550 | loss: 0.0311287 | val_loss: 0.0311486 | Time: 2035.07 ms
[2022-02-13 04:44:16 main:574] : INFO : Epoch 1551 | loss: 0.0311303 | val_loss: 0.0311488 | Time: 2113.95 ms
[2022-02-13 04:44:18 main:574] : INFO : Epoch 1552 | loss: 0.0311355 | val_loss: 0.0311457 | Time: 2100.93 ms
[2022-02-13 04:44:20 main:574] : INFO : Epoch 1553 | loss: 0.0311343 | val_loss: 0.0311476 | Time: 2065.63 ms
[2022-02-13 04:44:22 main:574] : INFO : Epoch 1554 | loss: 0.0311297 | val_loss: 0.0311478 | Time: 2051.16 ms
[2022-02-13 04:44:24 main:574] : INFO : Epoch 1555 | loss: 0.0311323 | val_loss: 0.0311518 | Time: 2039.16 ms
[2022-02-13 04:44:26 main:574] : INFO : Epoch 1556 | loss: 0.031129 | val_loss: 0.0311491 | Time: 2077.74 ms
[2022-02-13 04:44:28 main:574] : INFO : Epoch 1557 | loss: 0.0311269 | val_loss: 0.0311496 | Time: 2058.32 ms
[2022-02-13 04:44:30 main:574] : INFO : Epoch 1558 | loss: 0.0311272 | val_loss: 0.0311486 | Time: 2054.87 ms
[2022-02-13 04:44:32 main:574] : INFO : Epoch 1559 | loss: 0.0311275 | val_loss: 0.0311489 | Time: 2064.69 ms
[2022-02-13 04:44:34 main:574] : INFO : Epoch 1560 | loss: 0.0311324 | val_loss: 0.0311515 | Time: 2043.19 ms
[2022-02-13 04:44:37 main:574] : INFO : Epoch 1561 | loss: 0.0311315 | val_loss: 0.0311483 | Time: 2068.11 ms
[2022-02-13 04:44:39 main:574] : INFO : Epoch 1562 | loss: 0.0311294 | val_loss: 0.0311498 | Time: 2060.01 ms
[2022-02-13 04:44:41 main:574] : INFO : Epoch 1563 | loss: 0.0311334 | val_loss: 0.0311558 | Time: 2082.65 ms
[2022-02-13 04:44:43 main:574] : INFO : Epoch 1564 | loss: 0.0311471 | val_loss: 0.0311662 | Time: 2045.11 ms
[2022-02-13 04:44:45 main:574] : INFO : Epoch 1565 | loss: 0.0311465 | val_loss: 0.0311564 | Time: 2050.92 ms
[2022-02-13 04:44:47 main:574] : INFO : Epoch 1566 | loss: 0.0311376 | val_loss: 0.0311518 | Time: 2059.31 ms
[2022-02-13 04:44:49 main:574] : INFO : Epoch 1567 | loss: 0.0311333 | val_loss: 0.0311499 | Time: 2076.9 ms
[2022-02-13 04:44:51 main:574] : INFO : Epoch 1568 | loss: 0.0311321 | val_loss: 0.0311498 | Time: 2054.2 ms
[2022-02-13 04:44:53 main:574] : INFO : Epoch 1569 | loss: 0.0311296 | val_loss: 0.0311486 | Time: 2065.92 ms
[2022-02-13 04:44:55 main:574] : INFO : Epoch 1570 | loss: 0.0311319 | val_loss: 0.031148 | Time: 2069.38 ms
[2022-02-13 04:44:57 main:574] : INFO : Epoch 1571 | loss: 0.031129 | val_loss: 0.0311487 | Time: 2064.41 ms
[2022-02-13 04:44:59 main:574] : INFO : Epoch 1572 | loss: 0.0311284 | val_loss: 0.0311508 | Time: 2076.42 ms
[2022-02-13 04:45:01 main:574] : INFO : Epoch 1573 | loss: 0.0311292 | val_loss: 0.0311495 | Time: 2077.46 ms
[2022-02-13 04:45:03 main:574] : INFO : Epoch 1574 | loss: 0.0311283 | val_loss: 0.031147 | Time: 2063.94 ms
[2022-02-13 04:45:06 main:574] : INFO : Epoch 1575 | loss: 0.0311331 | val_loss: 0.0311545 | Time: 2067.06 ms
[2022-02-13 04:45:08 main:574] : INFO : Epoch 1576 | loss: 0.0311334 | val_loss: 0.0311475 | Time: 2050.52 ms
[2022-02-13 04:45:10 main:574] : INFO : Epoch 1577 | loss: 0.0311296 | val_loss: 0.0311519 | Time: 2056 ms
[2022-02-13 04:45:12 main:574] : INFO : Epoch 1578 | loss: 0.0311275 | val_loss: 0.0311534 | Time: 2092.71 ms
[2022-02-13 04:45:14 main:574] : INFO : Epoch 1579 | loss: 0.0311277 | val_loss: 0.0311492 | Time: 2072.48 ms
[2022-02-13 04:45:16 main:574] : INFO : Epoch 1580 | loss: 0.0311257 | val_loss: 0.0311475 | Time: 2050.58 ms
[2022-02-13 04:45:18 main:574] : INFO : Epoch 1581 | loss: 0.031129 | val_loss: 0.0311503 | Time: 2099.97 ms
[2022-02-13 04:45:20 main:574] : INFO : Epoch 1582 | loss: 0.0311269 | val_loss: 0.0311461 | Time: 2075.15 ms
[2022-02-13 04:45:22 main:574] : INFO : Epoch 1583 | loss: 0.0311288 | val_loss: 0.0311483 | Time: 2034.14 ms
[2022-02-13 04:45:24 main:574] : INFO : Epoch 1584 | loss: 0.0311263 | val_loss: 0.0311486 | Time: 2062.1 ms
[2022-02-13 04:45:26 main:574] : INFO : Epoch 1585 | loss: 0.0311252 | val_loss: 0.0311514 | Time: 2080.07 ms
[2022-02-13 04:45:28 main:574] : INFO : Epoch 1586 | loss: 0.03113 | val_loss: 0.0311512 | Time: 2069.49 ms
[2022-02-13 04:45:30 main:574] : INFO : Epoch 1587 | loss: 0.0311289 | val_loss: 0.0311515 | Time: 2067.68 ms
[2022-02-13 04:45:32 main:574] : INFO : Epoch 1588 | loss: 0.0311271 | val_loss: 0.0311502 | Time: 2069.58 ms
[2022-02-13 04:45:35 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311512 | Time: 2086.35 ms
[2022-02-13 04:45:37 main:574] : INFO : Epoch 1590 | loss: 0.031128 | val_loss: 0.0311542 | Time: 2088.77 ms
[2022-02-13 04:45:39 main:574] : INFO : Epoch 1591 | loss: 0.0311315 | val_loss: 0.0311563 | Time: 2043.08 ms
[2022-02-13 04:45:41 main:574] : INFO : Epoch 1592 | loss: 0.0311281 | val_loss: 0.0311555 | Time: 2040.95 ms
[2022-02-13 04:45:43 main:574] : INFO : Epoch 1593 | loss: 0.0311278 | val_loss: 0.0311488 | Time: 2107.31 ms
[2022-02-13 04:45:45 main:574] : INFO : Epoch 1594 | loss: 0.0311274 | val_loss: 0.0311507 | Time: 2047.42 ms
[2022-02-13 04:45:47 main:574] : INFO : Epoch 1595 | loss: 0.0311261 | val_loss: 0.0311515 | Time: 2084.85 ms
[2022-02-13 04:45:49 main:574] : INFO : Epoch 1596 | loss: 0.0311257 | val_loss: 0.0311531 | Time: 2091.99 ms
[2022-02-13 04:45:51 main:574] : INFO : Epoch 1597 | loss: 0.0311291 | val_loss: 0.0311496 | Time: 2112.84 ms
[2022-02-13 04:45:53 main:574] : INFO : Epoch 1598 | loss: 0.0311254 | val_loss: 0.0311479 | Time: 2064.05 ms
[2022-02-13 04:45:55 main:574] : INFO : Epoch 1599 | loss: 0.031123 | val_loss: 0.0311504 | Time: 2064.74 ms
[2022-02-13 04:45:57 main:574] : INFO : Epoch 1600 | loss: 0.0311274 | val_loss: 0.0311464 | Time: 2069.27 ms
[2022-02-13 04:46:00 main:574] : INFO : Epoch 1601 | loss: 0.0311255 | val_loss: 0.0311487 | Time: 2073.45 ms
[2022-02-13 04:46:02 main:574] : INFO : Epoch 1602 | loss: 0.0311249 | val_loss: 0.0311461 | Time: 2043.52 ms
[2022-02-13 04:46:04 main:574] : INFO : Epoch 1603 | loss: 0.0311289 | val_loss: 0.0311522 | Time: 2077.32 ms
[2022-02-13 04:46:06 main:574] : INFO : Epoch 1604 | loss: 0.0311456 | val_loss: 0.0311563 | Time: 2063.86 ms
[2022-02-13 04:46:08 main:574] : INFO : Epoch 1605 | loss: 0.0311416 | val_loss: 0.0311524 | Time: 2081.95 ms
[2022-02-13 04:46:10 main:574] : INFO : Epoch 1606 | loss: 0.0311377 | val_loss: 0.0311498 | Time: 2056.98 ms
[2022-02-13 04:46:12 main:574] : INFO : Epoch 1607 | loss: 0.031136 | val_loss: 0.0311474 | Time: 2066.29 ms
[2022-02-13 04:46:14 main:574] : INFO : Epoch 1608 | loss: 0.0311432 | val_loss: 0.0311537 | Time: 2054.85 ms
[2022-02-13 04:46:16 main:574] : INFO : Epoch 1609 | loss: 0.0311447 | val_loss: 0.0311514 | Time: 2044.92 ms
[2022-02-13 04:46:18 main:574] : INFO : Epoch 1610 | loss: 0.0311417 | val_loss: 0.0311558 | Time: 2071.08 ms
[2022-02-13 04:46:20 main:574] : INFO : Epoch 1611 | loss: 0.0311468 | val_loss: 0.0311507 | Time: 2079.11 ms
[2022-02-13 04:46:22 main:574] : INFO : Epoch 1612 | loss: 0.0311423 | val_loss: 0.031147 | Time: 2070.92 ms
[2022-02-13 04:46:24 main:574] : INFO : Epoch 1613 | loss: 0.0311399 | val_loss: 0.0311507 | Time: 2110.57 ms
[2022-02-13 04:46:26 main:574] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.0311462 | Time: 2042.82 ms
[2022-02-13 04:46:29 main:574] : INFO : Epoch 1615 | loss: 0.0311364 | val_loss: 0.0311468 | Time: 2080.79 ms
[2022-02-13 04:46:31 main:574] : INFO : Epoch 1616 | loss: 0.0311353 | val_loss: 0.0311517 | Time: 1994.9 ms
[2022-02-13 04:46:33 main:574] : INFO : Epoch 1617 | loss: 0.0311372 | val_loss: 0.0311475 | Time: 1978.7 ms
[2022-02-13 04:46:35 main:574] : INFO : Epoch 1618 | loss: 0.0311337 | val_loss: 0.0311459 | Time: 1965.81 ms
[2022-02-13 04:46:37 main:574] : INFO : Epoch 1619 | loss: 0.0311307 | val_loss: 0.0311497 | Time: 2046.93 ms
[2022-02-13 04:46:39 main:574] : INFO : Epoch 1620 | loss: 0.0311308 | val_loss: 0.031145 | Time: 2052.81 ms
[2022-02-13 04:46:41 main:574] : INFO : Epoch 1621 | loss: 0.0311318 | val_loss: 0.0311479 | Time: 2062.29 ms
[2022-02-13 04:46:43 main:574] : INFO : Epoch 1622 | loss: 0.0311323 | val_loss: 0.0311472 | Time: 2036.71 ms
[2022-02-13 04:46:45 main:574] : INFO : Epoch 1623 | loss: 0.0311289 | val_loss: 0.0311501 | Time: 1993.68 ms
[2022-02-13 04:46:47 main:574] : INFO : Epoch 1624 | loss: 0.0311311 | val_loss: 0.0311438 | Time: 2015.49 ms
[2022-02-13 04:46:49 main:574] : INFO : Epoch 1625 | loss: 0.0311325 | val_loss: 0.0311425 | Time: 1993.11 ms
[2022-02-13 04:46:51 main:574] : INFO : Epoch 1626 | loss: 0.0311336 | val_loss: 0.031146 | Time: 2053.7 ms
[2022-02-13 04:46:53 main:574] : INFO : Epoch 1627 | loss: 0.0311338 | val_loss: 0.0311437 | Time: 2046.12 ms
[2022-02-13 04:46:55 main:574] : INFO : Epoch 1628 | loss: 0.0311303 | val_loss: 0.0311459 | Time: 2056.39 ms
[2022-02-13 04:46:57 main:574] : INFO : Epoch 1629 | loss: 0.0311299 | val_loss: 0.031147 | Time: 2038.63 ms
[2022-02-13 04:46:59 main:574] : INFO : Epoch 1630 | loss: 0.0311289 | val_loss: 0.0311443 | Time: 2090.34 ms
[2022-02-13 04:47:01 main:574] : INFO : Epoch 1631 | loss: 0.0311271 | val_loss: 0.0311443 | Time: 2050.41 ms
[2022-02-13 04:47:03 main:574] : INFO : Epoch 1632 | loss: 0.0311292 | val_loss: 0.0311448 | Time: 2081.04 ms
[2022-02-13 04:47:05 main:574] : INFO : Epoch 1633 | loss: 0.0311278 | val_loss: 0.0311462 | Time: 2048.96 ms
[2022-02-13 04:47:07 main:574] : INFO : Epoch 1634 | loss: 0.0311285 | val_loss: 0.0311515 | Time: 2048.97 ms
[2022-02-13 04:47:09 main:574] : INFO : Epoch 1635 | loss: 0.0311292 | val_loss: 0.0311466 | Time: 2039.37 ms
[2022-02-13 04:47:12 main:574] : INFO : Epoch 1636 | loss: 0.0311285 | val_loss: 0.0311507 | Time: 2060.19 ms
[2022-02-13 04:47:14 main:574] : INFO : Epoch 1637 | loss: 0.0311269 | val_loss: 0.0311517 | Time: 2052.64 ms
[2022-02-13 04:47:16 main:574] : INFO : Epoch 1638 | loss: 0.0311252 | val_loss: 0.0311539 | Time: 2070.16 ms
[2022-02-13 04:47:18 main:574] : INFO : Epoch 1639 | loss: 0.0311312 | val_loss: 0.031155 | Time: 2045.31 ms
[2022-02-13 04:47:20 main:574] : INFO : Epoch 1640 | loss: 0.0311289 | val_loss: 0.0311459 | Time: 2080.32 ms
[2022-02-13 04:47:22 main:574] : INFO : Epoch 1641 | loss: 0.0311249 | val_loss: 0.0311493 | Time: 2089.08 ms
[2022-02-13 04:47:24 main:574] : INFO : Epoch 1642 | loss: 0.0311256 | val_loss: 0.0311506 | Time: 2027.01 ms
[2022-02-13 04:47:26 main:574] : INFO : Epoch 1643 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 2027.14 ms
[2022-02-13 04:47:28 main:574] : INFO : Epoch 1644 | loss: 0.0311295 | val_loss: 0.0311451 | Time: 2085.29 ms
[2022-02-13 04:47:30 main:574] : INFO : Epoch 1645 | loss: 0.0311255 | val_loss: 0.0311457 | Time: 2078.86 ms
[2022-02-13 04:47:32 main:574] : INFO : Epoch 1646 | loss: 0.0311279 | val_loss: 0.0311446 | Time: 2060.89 ms
[2022-02-13 04:47:34 main:574] : INFO : Epoch 1647 | loss: 0.0311266 | val_loss: 0.0311492 | Time: 2078.09 ms
[2022-02-13 04:47:36 main:574] : INFO : Epoch 1648 | loss: 0.0311265 | val_loss: 0.0311454 | Time: 2061.53 ms
[2022-02-13 04:47:38 main:574] : INFO : Epoch 1649 | loss: 0.0311262 | val_loss: 0.031153 | Time: 2094.49 ms
[2022-02-13 04:47:41 main:574] : INFO : Epoch 1650 | loss: 0.0311252 | val_loss: 0.0311478 | Time: 2057.6 ms
[2022-02-13 04:47:43 main:574] : INFO : Epoch 1651 | loss: 0.0311257 | val_loss: 0.0311494 | Time: 2073.32 ms
[2022-02-13 04:47:45 main:574] : INFO : Epoch 1652 | loss: 0.0311236 | val_loss: 0.0311489 | Time: 2050.65 ms
[2022-02-13 04:47:47 main:574] : INFO : Epoch 1653 | loss: 0.0311244 | val_loss: 0.0311454 | Time: 2056.33 ms
[2022-02-13 04:47:49 main:574] : INFO : Epoch 1654 | loss: 0.0311267 | val_loss: 0.0311462 | Time: 2052.42 ms
[2022-02-13 04:47:51 main:574] : INFO : Epoch 1655 | loss: 0.0311298 | val_loss: 0.0311463 | Time: 2098.81 ms
[2022-02-13 04:47:53 main:574] : INFO : Epoch 1656 | loss: 0.0311274 | val_loss: 0.0311491 | Time: 2060.57 ms
[2022-02-13 04:47:55 main:574] : INFO : Epoch 1657 | loss: 0.0311252 | val_loss: 0.0311429 | Time: 2063.42 ms
[2022-02-13 04:47:57 main:574] : INFO : Epoch 1658 | loss: 0.0311255 | val_loss: 0.0311406 | Time: 2108.89 ms
[2022-02-13 04:47:59 main:574] : INFO : Epoch 1659 | loss: 0.0311264 | val_loss: 0.0311499 | Time: 2077.21 ms
[2022-02-13 04:48:01 main:574] : INFO : Epoch 1660 | loss: 0.0311267 | val_loss: 0.0311448 | Time: 2044.66 ms
[2022-02-13 04:48:03 main:574] : INFO : Epoch 1661 | loss: 0.0311226 | val_loss: 0.0311422 | Time: 2079.38 ms
[2022-02-13 04:48:05 main:574] : INFO : Epoch 1662 | loss: 0.0311225 | val_loss: 0.0311406 | Time: 2044.41 ms
[2022-02-13 04:48:07 main:574] : INFO : Epoch 1663 | loss: 0.031125 | val_loss: 0.0311431 | Time: 2053.76 ms
[2022-02-13 04:48:10 main:574] : INFO : Epoch 1664 | loss: 0.0311219 | val_loss: 0.0311462 | Time: 2079.76 ms
[2022-02-13 04:48:12 main:574] : INFO : Epoch 1665 | loss: 0.0311209 | val_loss: 0.0311433 | Time: 2037.19 ms
[2022-02-13 04:48:14 main:574] : INFO : Epoch 1666 | loss: 0.0311198 | val_loss: 0.031147 | Time: 2036.14 ms
[2022-02-13 04:48:16 main:574] : INFO : Epoch 1667 | loss: 0.0311195 | val_loss: 0.0311447 | Time: 2052.23 ms
[2022-02-13 04:48:18 main:574] : INFO : Epoch 1668 | loss: 0.0311196 | val_loss: 0.0311459 | Time: 2052.51 ms
[2022-02-13 04:48:20 main:574] : INFO : Epoch 1669 | loss: 0.0311238 | val_loss: 0.0311546 | Time: 2054.42 ms
[2022-02-13 04:48:22 main:574] : INFO : Epoch 1670 | loss: 0.0311247 | val_loss: 0.0311433 | Time: 2042 ms
[2022-02-13 04:48:24 main:574] : INFO : Epoch 1671 | loss: 0.031127 | val_loss: 0.0311442 | Time: 2062.47 ms
[2022-02-13 04:48:26 main:574] : INFO : Epoch 1672 | loss: 0.0311263 | val_loss: 0.0311436 | Time: 2052.97 ms
[2022-02-13 04:48:28 main:574] : INFO : Epoch 1673 | loss: 0.0311243 | val_loss: 0.0311445 | Time: 2075.14 ms
[2022-02-13 04:48:30 main:574] : INFO : Epoch 1674 | loss: 0.0311224 | val_loss: 0.0311432 | Time: 2077.13 ms
[2022-02-13 04:48:32 main:574] : INFO : Epoch 1675 | loss: 0.0311222 | val_loss: 0.0311479 | Time: 2071.02 ms
[2022-02-13 04:48:34 main:574] : INFO : Epoch 1676 | loss: 0.0311256 | val_loss: 0.0311474 | Time: 2032.9 ms
[2022-02-13 04:48:36 main:574] : INFO : Epoch 1677 | loss: 0.0311229 | val_loss: 0.0311513 | Time: 2059.13 ms
[2022-02-13 04:48:38 main:574] : INFO : Epoch 1678 | loss: 0.0311243 | val_loss: 0.031156 | Time: 2081.33 ms
[2022-02-13 04:48:40 main:574] : INFO : Epoch 1679 | loss: 0.0311253 | val_loss: 0.0311476 | Time: 2087.43 ms
[2022-02-13 04:48:43 main:574] : INFO : Epoch 1680 | loss: 0.0311249 | val_loss: 0.0311497 | Time: 2083.78 ms
[2022-02-13 04:48:45 main:574] : INFO : Epoch 1681 | loss: 0.0311301 | val_loss: 0.0311526 | Time: 2083.27 ms
[2022-02-13 04:48:47 main:574] : INFO : Epoch 1682 | loss: 0.0311304 | val_loss: 0.0311458 | Time: 2026.15 ms
[2022-02-13 04:48:49 main:574] : INFO : Epoch 1683 | loss: 0.0311298 | val_loss: 0.0311489 | Time: 2052.26 ms
[2022-02-13 04:48:51 main:574] : INFO : Epoch 1684 | loss: 0.0311246 | val_loss: 0.0311505 | Time: 2056.25 ms
[2022-02-13 04:48:53 main:574] : INFO : Epoch 1685 | loss: 0.0311258 | val_loss: 0.0311485 | Time: 2086.76 ms
[2022-02-13 04:48:55 main:574] : INFO : Epoch 1686 | loss: 0.0311238 | val_loss: 0.0311429 | Time: 2070.48 ms
[2022-02-13 04:48:57 main:574] : INFO : Epoch 1687 | loss: 0.0311265 | val_loss: 0.0311468 | Time: 2058.94 ms
[2022-02-13 04:48:59 main:574] : INFO : Epoch 1688 | loss: 0.0311238 | val_loss: 0.0311432 | Time: 2050.16 ms
[2022-02-13 04:49:01 main:574] : INFO : Epoch 1689 | loss: 0.0311314 | val_loss: 0.031154 | Time: 2036.44 ms
[2022-02-13 04:49:03 main:574] : INFO : Epoch 1690 | loss: 0.0311367 | val_loss: 0.0311453 | Time: 2086.97 ms
[2022-02-13 04:49:05 main:574] : INFO : Epoch 1691 | loss: 0.0311338 | val_loss: 0.0311483 | Time: 2039.32 ms
[2022-02-13 04:49:07 main:574] : INFO : Epoch 1692 | loss: 0.0311293 | val_loss: 0.031147 | Time: 2054.43 ms
[2022-02-13 04:49:09 main:574] : INFO : Epoch 1693 | loss: 0.0311264 | val_loss: 0.0311465 | Time: 2055.77 ms
[2022-02-13 04:49:11 main:574] : INFO : Epoch 1694 | loss: 0.0311244 | val_loss: 0.0311453 | Time: 2089.81 ms
[2022-02-13 04:49:14 main:574] : INFO : Epoch 1695 | loss: 0.0311227 | val_loss: 0.0311447 | Time: 2103.05 ms
[2022-02-13 04:49:16 main:574] : INFO : Epoch 1696 | loss: 0.0311228 | val_loss: 0.031147 | Time: 2086.22 ms
[2022-02-13 04:49:18 main:574] : INFO : Epoch 1697 | loss: 0.0311253 | val_loss: 0.0311469 | Time: 2032.69 ms
[2022-02-13 04:49:20 main:574] : INFO : Epoch 1698 | loss: 0.0311263 | val_loss: 0.0311444 | Time: 2063.62 ms
[2022-02-13 04:49:22 main:574] : INFO : Epoch 1699 | loss: 0.0311256 | val_loss: 0.0311524 | Time: 2055.35 ms
[2022-02-13 04:49:24 main:574] : INFO : Epoch 1700 | loss: 0.0311308 | val_loss: 0.0311496 | Time: 2044.17 ms
[2022-02-13 04:49:26 main:574] : INFO : Epoch 1701 | loss: 0.0311277 | val_loss: 0.0311449 | Time: 2109.95 ms
[2022-02-13 04:49:28 main:574] : INFO : Epoch 1702 | loss: 0.0311251 | val_loss: 0.0311465 | Time: 2102.04 ms
[2022-02-13 04:49:30 main:574] : INFO : Epoch 1703 | loss: 0.031126 | val_loss: 0.0311451 | Time: 2099.67 ms
[2022-02-13 04:49:32 main:574] : INFO : Epoch 1704 | loss: 0.0311234 | val_loss: 0.0311461 | Time: 2134.42 ms
[2022-02-13 04:49:34 main:574] : INFO : Epoch 1705 | loss: 0.0311232 | val_loss: 0.0311458 | Time: 2103.05 ms
[2022-02-13 04:49:37 main:574] : INFO : Epoch 1706 | loss: 0.0311248 | val_loss: 0.0311482 | Time: 2088.95 ms
[2022-02-13 04:49:39 main:574] : INFO : Epoch 1707 | loss: 0.031128 | val_loss: 0.0311499 | Time: 2072.2 ms
[2022-02-13 04:49:41 main:574] : INFO : Epoch 1708 | loss: 0.0311305 | val_loss: 0.0311489 | Time: 2098.19 ms
[2022-02-13 04:49:43 main:574] : INFO : Epoch 1709 | loss: 0.0311274 | val_loss: 0.0311461 | Time: 2085.22 ms
[2022-02-13 04:49:45 main:574] : INFO : Epoch 1710 | loss: 0.0311258 | val_loss: 0.0311507 | Time: 2069.93 ms
[2022-02-13 04:49:47 main:574] : INFO : Epoch 1711 | loss: 0.0311236 | val_loss: 0.0311414 | Time: 2098.24 ms
[2022-02-13 04:49:49 main:574] : INFO : Epoch 1712 | loss: 0.0311231 | val_loss: 0.031145 | Time: 2038.25 ms
[2022-02-13 04:49:51 main:574] : INFO : Epoch 1713 | loss: 0.0311232 | val_loss: 0.0311474 | Time: 2048.34 ms
[2022-02-13 04:49:53 main:574] : INFO : Epoch 1714 | loss: 0.0311314 | val_loss: 0.0311444 | Time: 2064.58 ms
[2022-02-13 04:49:55 main:574] : INFO : Epoch 1715 | loss: 0.0311304 | val_loss: 0.0311448 | Time: 2067.46 ms
[2022-02-13 04:49:57 main:574] : INFO : Epoch 1716 | loss: 0.0311283 | val_loss: 0.0311449 | Time: 2039.31 ms
[2022-02-13 04:49:59 main:574] : INFO : Epoch 1717 | loss: 0.0311259 | val_loss: 0.0311449 | Time: 2053.5 ms
[2022-02-13 04:50:01 main:574] : INFO : Epoch 1718 | loss: 0.0311259 | val_loss: 0.0311418 | Time: 2047.55 ms
[2022-02-13 04:50:04 main:574] : INFO : Epoch 1719 | loss: 0.0311251 | val_loss: 0.0311437 | Time: 2062.08 ms
[2022-02-13 04:50:06 main:574] : INFO : Epoch 1720 | loss: 0.0311234 | val_loss: 0.0311432 | Time: 2027.07 ms
[2022-02-13 04:50:08 main:574] : INFO : Epoch 1721 | loss: 0.0311254 | val_loss: 0.0311451 | Time: 2052.62 ms
[2022-02-13 04:50:10 main:574] : INFO : Epoch 1722 | loss: 0.0311262 | val_loss: 0.0311412 | Time: 2060.2 ms
[2022-02-13 04:50:12 main:574] : INFO : Epoch 1723 | loss: 0.0311241 | val_loss: 0.0311481 | Time: 1977.27 ms
[2022-02-13 04:50:14 main:574] : INFO : Epoch 1724 | loss: 0.0311232 | val_loss: 0.0311424 | Time: 1971.58 ms
[2022-02-13 04:50:16 main:574] : INFO : Epoch 1725 | loss: 0.0311216 | val_loss: 0.0311415 | Time: 1998.01 ms
[2022-02-13 04:50:18 main:574] : INFO : Epoch 1726 | loss: 0.0311231 | val_loss: 0.031143 | Time: 2078.67 ms
[2022-02-13 04:50:20 main:574] : INFO : Epoch 1727 | loss: 0.03112 | val_loss: 0.0311432 | Time: 2064.17 ms
[2022-02-13 04:50:22 main:574] : INFO : Epoch 1728 | loss: 0.0311259 | val_loss: 0.0311441 | Time: 2047.43 ms
[2022-02-13 04:50:24 main:574] : INFO : Epoch 1729 | loss: 0.0311252 | val_loss: 0.0311389 | Time: 2032.32 ms
[2022-02-13 04:50:26 main:574] : INFO : Epoch 1730 | loss: 0.0311274 | val_loss: 0.0311428 | Time: 2076 ms
[2022-02-13 04:50:28 main:574] : INFO : Epoch 1731 | loss: 0.0311192 | val_loss: 0.0311397 | Time: 2037.26 ms
[2022-02-13 04:50:30 main:574] : INFO : Epoch 1732 | loss: 0.03112 | val_loss: 0.0311448 | Time: 2063.84 ms
[2022-02-13 04:50:32 main:574] : INFO : Epoch 1733 | loss: 0.0311311 | val_loss: 0.0311472 | Time: 2054.8 ms
[2022-02-13 04:50:34 main:574] : INFO : Epoch 1734 | loss: 0.0311303 | val_loss: 0.0311389 | Time: 2077.79 ms
[2022-02-13 04:50:36 main:574] : INFO : Epoch 1735 | loss: 0.0311282 | val_loss: 0.0311369 | Time: 2065.76 ms
[2022-02-13 04:50:38 main:574] : INFO : Epoch 1736 | loss: 0.0311246 | val_loss: 0.0311396 | Time: 2050.5 ms
[2022-02-13 04:50:40 main:574] : INFO : Epoch 1737 | loss: 0.0311231 | val_loss: 0.0311382 | Time: 2054.62 ms
[2022-02-13 04:50:43 main:574] : INFO : Epoch 1738 | loss: 0.0311225 | val_loss: 0.0311416 | Time: 2077.92 ms
[2022-02-13 04:50:45 main:574] : INFO : Epoch 1739 | loss: 0.0311217 | val_loss: 0.0311428 | Time: 2088.93 ms
[2022-02-13 04:50:47 main:574] : INFO : Epoch 1740 | loss: 0.031125 | val_loss: 0.0311413 | Time: 2055.33 ms
[2022-02-13 04:50:49 main:574] : INFO : Epoch 1741 | loss: 0.0311214 | val_loss: 0.0311435 | Time: 2086.66 ms
[2022-02-13 04:50:51 main:574] : INFO : Epoch 1742 | loss: 0.0311209 | val_loss: 0.0311416 | Time: 2053.1 ms
[2022-02-13 04:50:53 main:574] : INFO : Epoch 1743 | loss: 0.0311219 | val_loss: 0.0311409 | Time: 2100.95 ms
[2022-02-13 04:50:55 main:574] : INFO : Epoch 1744 | loss: 0.0311243 | val_loss: 0.0311427 | Time: 2080.47 ms
[2022-02-13 04:50:57 main:574] : INFO : Epoch 1745 | loss: 0.0311215 | val_loss: 0.0311422 | Time: 2037.23 ms
[2022-02-13 04:50:59 main:574] : INFO : Epoch 1746 | loss: 0.0311245 | val_loss: 0.0311405 | Time: 2043.64 ms
[2022-02-13 04:51:01 main:574] : INFO : Epoch 1747 | loss: 0.0311252 | val_loss: 0.0311393 | Time: 2057.22 ms
[2022-02-13 04:51:03 main:574] : INFO : Epoch 1748 | loss: 0.031122 | val_loss: 0.0311373 | Time: 2087.5 ms
[2022-02-13 04:51:05 main:574] : INFO : Epoch 1749 | loss: 0.0311289 | val_loss: 0.0311466 | Time: 2052.89 ms
[2022-02-13 04:51:07 main:574] : INFO : Epoch 1750 | loss: 0.0311259 | val_loss: 0.031142 | Time: 2080.81 ms
[2022-02-13 04:51:09 main:574] : INFO : Epoch 1751 | loss: 0.0311279 | val_loss: 0.0311374 | Time: 2035.55 ms
[2022-02-13 04:51:11 main:574] : INFO : Epoch 1752 | loss: 0.0311256 | val_loss: 0.0311449 | Time: 2047.31 ms
[2022-02-13 04:51:14 main:574] : INFO : Epoch 1753 | loss: 0.0311228 | val_loss: 0.0311422 | Time: 2048.76 ms
[2022-02-13 04:51:16 main:574] : INFO : Epoch 1754 | loss: 0.0311228 | val_loss: 0.0311453 | Time: 2127.57 ms
[2022-02-13 04:51:18 main:574] : INFO : Epoch 1755 | loss: 0.0311388 | val_loss: 0.0311492 | Time: 2166.21 ms
[2022-02-13 04:51:20 main:574] : INFO : Epoch 1756 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 2070.85 ms
[2022-02-13 04:51:22 main:574] : INFO : Epoch 1757 | loss: 0.03113 | val_loss: 0.0311408 | Time: 2091.78 ms
[2022-02-13 04:51:24 main:574] : INFO : Epoch 1758 | loss: 0.0311285 | val_loss: 0.0311414 | Time: 2085.35 ms
[2022-02-13 04:51:26 main:574] : INFO : Epoch 1759 | loss: 0.0311268 | val_loss: 0.0311414 | Time: 2156.07 ms
[2022-02-13 04:51:28 main:574] : INFO : Epoch 1760 | loss: 0.0311234 | val_loss: 0.0311442 | Time: 2058.89 ms
[2022-02-13 04:51:30 main:574] : INFO : Epoch 1761 | loss: 0.0311396 | val_loss: 0.0311522 | Time: 2054.64 ms
[2022-02-13 04:51:32 main:574] : INFO : Epoch 1762 | loss: 0.0311417 | val_loss: 0.0311484 | Time: 2083.38 ms
[2022-02-13 04:51:35 main:574] : INFO : Epoch 1763 | loss: 0.0311372 | val_loss: 0.0311444 | Time: 2073.06 ms
[2022-02-13 04:51:37 main:574] : INFO : Epoch 1764 | loss: 0.0311333 | val_loss: 0.0311465 | Time: 2077.71 ms
[2022-02-13 04:51:39 main:574] : INFO : Epoch 1765 | loss: 0.0311306 | val_loss: 0.0311451 | Time: 2080.49 ms
[2022-02-13 04:51:41 main:574] : INFO : Epoch 1766 | loss: 0.0311295 | val_loss: 0.0311455 | Time: 2080.41 ms
[2022-02-13 04:51:43 main:574] : INFO : Epoch 1767 | loss: 0.0311292 | val_loss: 0.0311443 | Time: 2053.7 ms
[2022-02-13 04:51:45 main:574] : INFO : Epoch 1768 | loss: 0.031128 | val_loss: 0.0311416 | Time: 2067.1 ms
[2022-02-13 04:51:47 main:574] : INFO : Epoch 1769 | loss: 0.0311258 | val_loss: 0.0311417 | Time: 2085.55 ms
[2022-02-13 04:51:49 main:574] : INFO : Epoch 1770 | loss: 0.0311244 | val_loss: 0.0311442 | Time: 2035.33 ms
[2022-02-13 04:51:51 main:574] : INFO : Epoch 1771 | loss: 0.0311259 | val_loss: 0.0311459 | Time: 2105.78 ms
[2022-02-13 04:51:53 main:574] : INFO : Epoch 1772 | loss: 0.0311229 | val_loss: 0.0311446 | Time: 2046.46 ms
[2022-02-13 04:51:55 main:574] : INFO : Epoch 1773 | loss: 0.0311215 | val_loss: 0.0311434 | Time: 2073.63 ms
[2022-02-13 04:51:57 main:574] : INFO : Epoch 1774 | loss: 0.0311219 | val_loss: 0.0311443 | Time: 2082.66 ms
[2022-02-13 04:51:59 main:574] : INFO : Epoch 1775 | loss: 0.0311221 | val_loss: 0.0311417 | Time: 2035.04 ms
[2022-02-13 04:52:02 main:574] : INFO : Epoch 1776 | loss: 0.0311212 | val_loss: 0.0311397 | Time: 2037.2 ms
[2022-02-13 04:52:04 main:574] : INFO : Epoch 1777 | loss: 0.0311191 | val_loss: 0.0311425 | Time: 2061.57 ms
[2022-02-13 04:52:06 main:574] : INFO : Epoch 1778 | loss: 0.031121 | val_loss: 0.0311404 | Time: 2076.51 ms
[2022-02-13 04:52:08 main:574] : INFO : Epoch 1779 | loss: 0.0311196 | val_loss: 0.0311443 | Time: 2084.4 ms
[2022-02-13 04:52:10 main:574] : INFO : Epoch 1780 | loss: 0.03112 | val_loss: 0.031139 | Time: 2124.91 ms
[2022-02-13 04:52:12 main:574] : INFO : Epoch 1781 | loss: 0.0311189 | val_loss: 0.0311448 | Time: 2095.6 ms
[2022-02-13 04:52:14 main:574] : INFO : Epoch 1782 | loss: 0.0311178 | val_loss: 0.03114 | Time: 2037.89 ms
[2022-02-13 04:52:16 main:574] : INFO : Epoch 1783 | loss: 0.0311158 | val_loss: 0.0311384 | Time: 2093.03 ms
[2022-02-13 04:52:18 main:574] : INFO : Epoch 1784 | loss: 0.031116 | val_loss: 0.0311441 | Time: 2099.41 ms
[2022-02-13 04:52:20 main:574] : INFO : Epoch 1785 | loss: 0.031122 | val_loss: 0.0311429 | Time: 2058.61 ms
[2022-02-13 04:52:22 main:574] : INFO : Epoch 1786 | loss: 0.0311193 | val_loss: 0.0311419 | Time: 2056.49 ms
[2022-02-13 04:52:24 main:574] : INFO : Epoch 1787 | loss: 0.0311179 | val_loss: 0.0311426 | Time: 2078.45 ms
[2022-02-13 04:52:26 main:574] : INFO : Epoch 1788 | loss: 0.0311197 | val_loss: 0.031142 | Time: 2051.09 ms
[2022-02-13 04:52:29 main:574] : INFO : Epoch 1789 | loss: 0.0311185 | val_loss: 0.0311381 | Time: 2057.53 ms
[2022-02-13 04:52:31 main:574] : INFO : Epoch 1790 | loss: 0.0311191 | val_loss: 0.0311403 | Time: 2040.93 ms
[2022-02-13 04:52:33 main:574] : INFO : Epoch 1791 | loss: 0.0311163 | val_loss: 0.0311391 | Time: 2053.51 ms
[2022-02-13 04:52:35 main:574] : INFO : Epoch 1792 | loss: 0.0311187 | val_loss: 0.0311394 | Time: 2072.41 ms
[2022-02-13 04:52:37 main:574] : INFO : Epoch 1793 | loss: 0.0311217 | val_loss: 0.0311422 | Time: 2034.69 ms
[2022-02-13 04:52:39 main:574] : INFO : Epoch 1794 | loss: 0.0311417 | val_loss: 0.03125 | Time: 2070.49 ms
[2022-02-13 04:52:41 main:574] : INFO : Epoch 1795 | loss: 0.0381002 | val_loss: 0.0355649 | Time: 2094.7 ms
[2022-02-13 04:52:43 main:574] : INFO : Epoch 1796 | loss: 0.0435684 | val_loss: 0.0349875 | Time: 2033.73 ms
[2022-02-13 04:52:45 main:574] : INFO : Epoch 1797 | loss: 0.0324041 | val_loss: 0.0316193 | Time: 2045.7 ms
[2022-02-13 04:52:47 main:574] : INFO : Epoch 1798 | loss: 0.0314033 | val_loss: 0.0312931 | Time: 2074.91 ms
[2022-02-13 04:52:49 main:574] : INFO : Epoch 1799 | loss: 0.0312697 | val_loss: 0.0312513 | Time: 2054.11 ms
[2022-02-13 04:52:51 main:574] : INFO : Epoch 1800 | loss: 0.0312419 | val_loss: 0.0312318 | Time: 2075.33 ms
[2022-02-13 04:52:53 main:574] : INFO : Epoch 1801 | loss: 0.0312253 | val_loss: 0.0312145 | Time: 2043.73 ms
[2022-02-13 04:52:55 main:574] : INFO : Epoch 1802 | loss: 0.0312051 | val_loss: 0.0311884 | Time: 2127.42 ms
[2022-02-13 04:52:58 main:574] : INFO : Epoch 1803 | loss: 0.0311813 | val_loss: 0.031167 | Time: 2074.56 ms
[2022-02-13 04:53:00 main:574] : INFO : Epoch 1804 | loss: 0.031166 | val_loss: 0.031156 | Time: 2064.33 ms
[2022-02-13 04:53:02 main:574] : INFO : Epoch 1805 | loss: 0.031156 | val_loss: 0.0311525 | Time: 2043.93 ms
[2022-02-13 04:53:04 main:574] : INFO : Epoch 1806 | loss: 0.031152 | val_loss: 0.0311526 | Time: 2093.13 ms
[2022-02-13 04:53:06 main:574] : INFO : Epoch 1807 | loss: 0.0311495 | val_loss: 0.031152 | Time: 2045.44 ms
[2022-02-13 04:53:08 main:574] : INFO : Epoch 1808 | loss: 0.0311458 | val_loss: 0.0311482 | Time: 2077.82 ms
[2022-02-13 04:53:10 main:574] : INFO : Epoch 1809 | loss: 0.0311434 | val_loss: 0.0311459 | Time: 2041.03 ms
[2022-02-13 04:53:12 main:574] : INFO : Epoch 1810 | loss: 0.0311393 | val_loss: 0.0311439 | Time: 2136.17 ms
[2022-02-13 04:53:14 main:574] : INFO : Epoch 1811 | loss: 0.0311365 | val_loss: 0.0311468 | Time: 2143.21 ms
[2022-02-13 04:53:16 main:574] : INFO : Epoch 1812 | loss: 0.0311351 | val_loss: 0.0311466 | Time: 2157.03 ms
[2022-02-13 04:53:18 main:574] : INFO : Epoch 1813 | loss: 0.0311376 | val_loss: 0.0311458 | Time: 2075.43 ms
[2022-02-13 04:53:21 main:574] : INFO : Epoch 1814 | loss: 0.0311352 | val_loss: 0.031153 | Time: 2077.36 ms
[2022-02-13 04:53:23 main:574] : INFO : Epoch 1815 | loss: 0.0311328 | val_loss: 0.0311471 | Time: 2069.01 ms
[2022-02-13 04:53:25 main:574] : INFO : Epoch 1816 | loss: 0.0311343 | val_loss: 0.0311471 | Time: 2051.56 ms
[2022-02-13 04:53:27 main:574] : INFO : Epoch 1817 | loss: 0.0311343 | val_loss: 0.031147 | Time: 2044.96 ms
[2022-02-13 04:53:29 main:574] : INFO : Epoch 1818 | loss: 0.0311329 | val_loss: 0.0311483 | Time: 2061.06 ms
[2022-02-13 04:53:31 main:574] : INFO : Epoch 1819 | loss: 0.0311378 | val_loss: 0.0311469 | Time: 2055.09 ms
[2022-02-13 04:53:33 main:574] : INFO : Epoch 1820 | loss: 0.0311332 | val_loss: 0.0311501 | Time: 2063.18 ms
[2022-02-13 04:53:35 main:574] : INFO : Epoch 1821 | loss: 0.0311337 | val_loss: 0.0311437 | Time: 2051.95 ms
[2022-02-13 04:53:37 main:574] : INFO : Epoch 1822 | loss: 0.0311303 | val_loss: 0.0311459 | Time: 2065.32 ms
[2022-02-13 04:53:39 main:574] : INFO : Epoch 1823 | loss: 0.0311346 | val_loss: 0.0311412 | Time: 2027.99 ms
[2022-02-13 04:53:41 main:574] : INFO : Epoch 1824 | loss: 0.0311338 | val_loss: 0.0311437 | Time: 2052.82 ms
[2022-02-13 04:53:43 main:574] : INFO : Epoch 1825 | loss: 0.0311394 | val_loss: 0.0311417 | Time: 2088.05 ms
[2022-02-13 04:53:45 main:574] : INFO : Epoch 1826 | loss: 0.0311353 | val_loss: 0.0311408 | Time: 2054.93 ms
[2022-02-13 04:53:47 main:574] : INFO : Epoch 1827 | loss: 0.0311342 | val_loss: 0.0311392 | Time: 2082.03 ms
[2022-02-13 04:53:49 main:574] : INFO : Epoch 1828 | loss: 0.0311315 | val_loss: 0.0311412 | Time: 2103.76 ms
[2022-02-13 04:53:52 main:574] : INFO : Epoch 1829 | loss: 0.0311306 | val_loss: 0.0311383 | Time: 2120.51 ms
[2022-02-13 04:53:54 main:574] : INFO : Epoch 1830 | loss: 0.0311275 | val_loss: 0.0311397 | Time: 2143.28 ms
[2022-02-13 04:53:56 main:574] : INFO : Epoch 1831 | loss: 0.0311275 | val_loss: 0.0311445 | Time: 2040.2 ms
[2022-02-13 04:53:58 main:574] : INFO : Epoch 1832 | loss: 0.0311292 | val_loss: 0.0311386 | Time: 2113.88 ms
[2022-02-13 04:54:00 main:574] : INFO : Epoch 1833 | loss: 0.0311261 | val_loss: 0.0311367 | Time: 2071.36 ms
[2022-02-13 04:54:02 main:574] : INFO : Epoch 1834 | loss: 0.0311259 | val_loss: 0.0311401 | Time: 2049.28 ms
[2022-02-13 04:54:04 main:574] : INFO : Epoch 1835 | loss: 0.0311257 | val_loss: 0.031138 | Time: 2043.44 ms
[2022-02-13 04:54:06 main:574] : INFO : Epoch 1836 | loss: 0.0311266 | val_loss: 0.031143 | Time: 2087.7 ms
[2022-02-13 04:54:08 main:574] : INFO : Epoch 1837 | loss: 0.031125 | val_loss: 0.031141 | Time: 2081.96 ms
[2022-02-13 04:54:10 main:574] : INFO : Epoch 1838 | loss: 0.0311248 | val_loss: 0.031139 | Time: 2011.17 ms
[2022-02-13 04:54:12 main:574] : INFO : Epoch 1839 | loss: 0.0311236 | val_loss: 0.0311445 | Time: 2013.42 ms
[2022-02-13 04:54:14 main:574] : INFO : Epoch 1840 | loss: 0.0311223 | val_loss: 0.031142 | Time: 1995.87 ms
[2022-02-13 04:54:16 main:574] : INFO : Epoch 1841 | loss: 0.0311241 | val_loss: 0.0311434 | Time: 1986.48 ms
[2022-02-13 04:54:18 main:574] : INFO : Epoch 1842 | loss: 0.0311246 | val_loss: 0.031139 | Time: 1989.92 ms
[2022-02-13 04:54:20 main:574] : INFO : Epoch 1843 | loss: 0.0311226 | val_loss: 0.0311395 | Time: 1984.31 ms
[2022-02-13 04:54:22 main:574] : INFO : Epoch 1844 | loss: 0.0311207 | val_loss: 0.0311376 | Time: 2017.71 ms
[2022-02-13 04:54:24 main:574] : INFO : Epoch 1845 | loss: 0.0311196 | val_loss: 0.031142 | Time: 1972.7 ms
[2022-02-13 04:54:26 main:574] : INFO : Epoch 1846 | loss: 0.0311183 | val_loss: 0.031138 | Time: 2007.03 ms
[2022-02-13 04:54:28 main:574] : INFO : Epoch 1847 | loss: 0.0311176 | val_loss: 0.0311421 | Time: 1983.63 ms
[2022-02-13 04:54:30 main:574] : INFO : Epoch 1848 | loss: 0.0311238 | val_loss: 0.0311373 | Time: 1975.6 ms
[2022-02-13 04:54:32 main:574] : INFO : Epoch 1849 | loss: 0.0311226 | val_loss: 0.0311366 | Time: 1984.5 ms
[2022-02-13 04:54:34 main:574] : INFO : Epoch 1850 | loss: 0.0311187 | val_loss: 0.031139 | Time: 1961.34 ms
[2022-02-13 04:54:36 main:574] : INFO : Epoch 1851 | loss: 0.0311174 | val_loss: 0.0311373 | Time: 2026.43 ms
[2022-02-13 04:54:38 main:574] : INFO : Epoch 1852 | loss: 0.031126 | val_loss: 0.0311396 | Time: 1970.6 ms
[2022-02-13 04:54:40 main:574] : INFO : Epoch 1853 | loss: 0.0311265 | val_loss: 0.0311407 | Time: 2000.07 ms
[2022-02-13 04:54:42 main:574] : INFO : Epoch 1854 | loss: 0.0311238 | val_loss: 0.0311403 | Time: 1987.87 ms
[2022-02-13 04:54:44 main:574] : INFO : Epoch 1855 | loss: 0.0311253 | val_loss: 0.0311401 | Time: 1967.94 ms
[2022-02-13 04:54:46 main:574] : INFO : Epoch 1856 | loss: 0.0311221 | val_loss: 0.0311448 | Time: 1958.57 ms
[2022-02-13 04:54:48 main:574] : INFO : Epoch 1857 | loss: 0.0311232 | val_loss: 0.0311436 | Time: 1968.31 ms
[2022-02-13 04:54:50 main:574] : INFO : Epoch 1858 | loss: 0.031119 | val_loss: 0.0311381 | Time: 1989.5 ms
[2022-02-13 04:54:52 main:574] : INFO : Epoch 1859 | loss: 0.0311206 | val_loss: 0.0311367 | Time: 1994.61 ms
[2022-02-13 04:54:54 main:574] : INFO : Epoch 1860 | loss: 0.031121 | val_loss: 0.0311356 | Time: 2002.75 ms
[2022-02-13 04:54:56 main:574] : INFO : Epoch 1861 | loss: 0.0311191 | val_loss: 0.0311349 | Time: 1998.87 ms
[2022-02-13 04:54:58 main:574] : INFO : Epoch 1862 | loss: 0.031117 | val_loss: 0.0311339 | Time: 2008.8 ms
[2022-02-13 04:55:00 main:574] : INFO : Epoch 1863 | loss: 0.0311174 | val_loss: 0.0311371 | Time: 2001.34 ms
[2022-02-13 04:55:02 main:574] : INFO : Epoch 1864 | loss: 0.0311163 | val_loss: 0.0311383 | Time: 1974.25 ms
[2022-02-13 04:55:04 main:574] : INFO : Epoch 1865 | loss: 0.0311217 | val_loss: 0.0311478 | Time: 2032.22 ms
[2022-02-13 04:55:06 main:574] : INFO : Epoch 1866 | loss: 0.0311204 | val_loss: 0.0311381 | Time: 1999.03 ms
[2022-02-13 04:55:08 main:574] : INFO : Epoch 1867 | loss: 0.031115 | val_loss: 0.0311376 | Time: 1993.22 ms
[2022-02-13 04:55:10 main:574] : INFO : Epoch 1868 | loss: 0.0311154 | val_loss: 0.0311367 | Time: 1991.63 ms
[2022-02-13 04:55:12 main:574] : INFO : Epoch 1869 | loss: 0.031117 | val_loss: 0.0311371 | Time: 1978.92 ms
[2022-02-13 04:55:14 main:574] : INFO : Epoch 1870 | loss: 0.0311163 | val_loss: 0.0311369 | Time: 1981.03 ms
[2022-02-13 04:55:16 main:574] : INFO : Epoch 1871 | loss: 0.0311162 | val_loss: 0.0311415 | Time: 1974.87 ms
[2022-02-13 04:55:19 main:574] : INFO : Epoch 1872 | loss: 0.0311156 | val_loss: 0.0311394 | Time: 1997.34 ms
[2022-02-13 04:55:21 main:574] : INFO : Epoch 1873 | loss: 0.0311198 | val_loss: 0.0311347 | Time: 2001.92 ms
[2022-02-13 04:55:23 main:574] : INFO : Epoch 1874 | loss: 0.0311212 | val_loss: 0.0311329 | Time: 1994.25 ms
[2022-02-13 04:55:25 main:574] : INFO : Epoch 1875 | loss: 0.0311421 | val_loss: 0.0311426 | Time: 2012.42 ms
[2022-02-13 04:55:27 main:574] : INFO : Epoch 1876 | loss: 0.0311333 | val_loss: 0.031142 | Time: 1985.32 ms
[2022-02-13 04:55:29 main:574] : INFO : Epoch 1877 | loss: 0.0311273 | val_loss: 0.0311376 | Time: 2007.52 ms
[2022-02-13 04:55:31 main:574] : INFO : Epoch 1878 | loss: 0.0311236 | val_loss: 0.0311378 | Time: 2002.31 ms
[2022-02-13 04:55:33 main:574] : INFO : Epoch 1879 | loss: 0.0311272 | val_loss: 0.0311469 | Time: 1979.25 ms
[2022-02-13 04:55:35 main:574] : INFO : Epoch 1880 | loss: 0.03114 | val_loss: 0.0311482 | Time: 2022.21 ms
[2022-02-13 04:55:37 main:574] : INFO : Epoch 1881 | loss: 0.0311386 | val_loss: 0.0311384 | Time: 1986.51 ms
[2022-02-13 04:55:39 main:574] : INFO : Epoch 1882 | loss: 0.0311324 | val_loss: 0.0311398 | Time: 1984.97 ms
[2022-02-13 04:55:41 main:574] : INFO : Epoch 1883 | loss: 0.0311292 | val_loss: 0.0311365 | Time: 1999.05 ms
[2022-02-13 04:55:43 main:574] : INFO : Epoch 1884 | loss: 0.0311301 | val_loss: 0.0311348 | Time: 1980.57 ms
[2022-02-13 04:55:45 main:574] : INFO : Epoch 1885 | loss: 0.0311288 | val_loss: 0.0311366 | Time: 1969.28 ms
[2022-02-13 04:55:47 main:574] : INFO : Epoch 1886 | loss: 0.031125 | val_loss: 0.0311373 | Time: 1981.28 ms
[2022-02-13 04:55:49 main:574] : INFO : Epoch 1887 | loss: 0.0311212 | val_loss: 0.0311332 | Time: 1976.41 ms
[2022-02-13 04:55:51 main:574] : INFO : Epoch 1888 | loss: 0.0311195 | val_loss: 0.031136 | Time: 1999.9 ms
[2022-02-13 04:55:53 main:574] : INFO : Epoch 1889 | loss: 0.0311191 | val_loss: 0.0311377 | Time: 1996.53 ms
[2022-02-13 04:55:55 main:574] : INFO : Epoch 1890 | loss: 0.0311188 | val_loss: 0.031137 | Time: 1977.9 ms
[2022-02-13 04:55:57 main:574] : INFO : Epoch 1891 | loss: 0.0311188 | val_loss: 0.0311374 | Time: 1962.25 ms
[2022-02-13 04:55:59 main:574] : INFO : Epoch 1892 | loss: 0.0311191 | val_loss: 0.0311357 | Time: 1966.61 ms
[2022-02-13 04:56:01 main:574] : INFO : Epoch 1893 | loss: 0.0311184 | val_loss: 0.0311337 | Time: 1975.96 ms
[2022-02-13 04:56:03 main:574] : INFO : Epoch 1894 | loss: 0.0311216 | val_loss: 0.0311358 | Time: 2003 ms
[2022-02-13 04:56:05 main:574] : INFO : Epoch 1895 | loss: 0.0311166 | val_loss: 0.031136 | Time: 1977.34 ms
[2022-02-13 04:56:07 main:574] : INFO : Epoch 1896 | loss: 0.0311155 | val_loss: 0.0311358 | Time: 2016.34 ms
[2022-02-13 04:56:09 main:574] : INFO : Epoch 1897 | loss: 0.0311154 | val_loss: 0.0311354 | Time: 1990.65 ms
[2022-02-13 04:56:11 main:574] : INFO : Epoch 1898 | loss: 0.0311173 | val_loss: 0.0311312 | Time: 2000.31 ms
[2022-02-13 04:56:13 main:574] : INFO : Epoch 1899 | loss: 0.0311162 | val_loss: 0.0311346 | Time: 1989.31 ms
[2022-02-13 04:56:15 main:574] : INFO : Epoch 1900 | loss: 0.0311177 | val_loss: 0.0311381 | Time: 1975.02 ms
[2022-02-13 04:56:17 main:574] : INFO : Epoch 1901 | loss: 0.0311158 | val_loss: 0.0311446 | Time: 2019.28 ms
[2022-02-13 04:56:19 main:574] : INFO : Epoch 1902 | loss: 0.0311153 | val_loss: 0.0311377 | Time: 2007.79 ms
[2022-02-13 04:56:21 main:574] : INFO : Epoch 1903 | loss: 0.0311151 | val_loss: 0.0311325 | Time: 2096.13 ms
[2022-02-13 04:56:23 main:574] : INFO : Epoch 1904 | loss: 0.0311146 | val_loss: 0.0311319 | Time: 2055.52 ms
[2022-02-13 04:56:25 main:574] : INFO : Epoch 1905 | loss: 0.0311171 | val_loss: 0.0311343 | Time: 2053.34 ms
[2022-02-13 04:56:27 main:574] : INFO : Epoch 1906 | loss: 0.0311194 | val_loss: 0.0311414 | Time: 2053.82 ms
[2022-02-13 04:56:29 main:574] : INFO : Epoch 1907 | loss: 0.0311204 | val_loss: 0.0311358 | Time: 2030.42 ms
[2022-02-13 04:56:31 main:574] : INFO : Epoch 1908 | loss: 0.031121 | val_loss: 0.0311356 | Time: 1965.21 ms
[2022-02-13 04:56:33 main:574] : INFO : Epoch 1909 | loss: 0.0311191 | val_loss: 0.0311345 | Time: 1921.88 ms
[2022-02-13 04:56:35 main:574] : INFO : Epoch 1910 | loss: 0.0311183 | val_loss: 0.0311373 | Time: 1908.29 ms
[2022-02-13 04:56:37 main:574] : INFO : Epoch 1911 | loss: 0.0311162 | val_loss: 0.0311356 | Time: 1997.52 ms
[2022-02-13 04:56:39 main:574] : INFO : Epoch 1912 | loss: 0.0311226 | val_loss: 0.0311341 | Time: 2038.31 ms
[2022-02-13 04:56:41 main:574] : INFO : Epoch 1913 | loss: 0.0311252 | val_loss: 0.0311316 | Time: 2106.16 ms
[2022-02-13 04:56:43 main:574] : INFO : Epoch 1914 | loss: 0.0311224 | val_loss: 0.0311356 | Time: 2070.64 ms
[2022-02-13 04:56:45 main:574] : INFO : Epoch 1915 | loss: 0.0311231 | val_loss: 0.0311332 | Time: 2023.46 ms
[2022-02-13 04:56:47 main:574] : INFO : Epoch 1916 | loss: 0.0311218 | val_loss: 0.0311333 | Time: 2001.33 ms
[2022-02-13 04:56:49 main:574] : INFO : Epoch 1917 | loss: 0.0311184 | val_loss: 0.0311316 | Time: 2001.21 ms
[2022-02-13 04:56:52 main:574] : INFO : Epoch 1918 | loss: 0.0311204 | val_loss: 0.0311321 | Time: 2122.53 ms
[2022-02-13 04:56:54 main:574] : INFO : Epoch 1919 | loss: 0.031118 | val_loss: 0.0311318 | Time: 2058.06 ms
[2022-02-13 04:56:56 main:574] : INFO : Epoch 1920 | loss: 0.0311147 | val_loss: 0.0311331 | Time: 2037.5 ms
[2022-02-13 04:56:58 main:574] : INFO : Epoch 1921 | loss: 0.0311154 | val_loss: 0.0311341 | Time: 2059.77 ms
[2022-02-13 04:57:00 main:574] : INFO : Epoch 1922 | loss: 0.0311151 | val_loss: 0.031135 | Time: 2065.5 ms
[2022-02-13 04:57:02 main:574] : INFO : Epoch 1923 | loss: 0.0311151 | val_loss: 0.0311297 | Time: 2079.66 ms
[2022-02-13 04:57:04 main:574] : INFO : Epoch 1924 | loss: 0.0311154 | val_loss: 0.0311349 | Time: 2072.17 ms
[2022-02-13 04:57:06 main:574] : INFO : Epoch 1925 | loss: 0.0311159 | val_loss: 0.031132 | Time: 2069.51 ms
[2022-02-13 04:57:08 main:574] : INFO : Epoch 1926 | loss: 0.0311211 | val_loss: 0.031132 | Time: 2086.79 ms
[2022-02-13 04:57:10 main:574] : INFO : Epoch 1927 | loss: 0.0311172 | val_loss: 0.0311325 | Time: 2039.61 ms
[2022-02-13 04:57:12 main:574] : INFO : Epoch 1928 | loss: 0.0311144 | val_loss: 0.0311302 | Time: 2085.54 ms
[2022-02-13 04:57:14 main:574] : INFO : Epoch 1929 | loss: 0.0311129 | val_loss: 0.0311309 | Time: 2032.09 ms
[2022-02-13 04:57:16 main:574] : INFO : Epoch 1930 | loss: 0.031112 | val_loss: 0.0311299 | Time: 2046.8 ms
[2022-02-13 04:57:18 main:574] : INFO : Epoch 1931 | loss: 0.0311105 | val_loss: 0.0311359 | Time: 2034.23 ms
[2022-02-13 04:57:20 main:574] : INFO : Epoch 1932 | loss: 0.0311099 | val_loss: 0.03113 | Time: 2107.59 ms
[2022-02-13 04:57:23 main:574] : INFO : Epoch 1933 | loss: 0.0311095 | val_loss: 0.0311329 | Time: 2072.61 ms
[2022-02-13 04:57:25 main:574] : INFO : Epoch 1934 | loss: 0.0311125 | val_loss: 0.0311448 | Time: 2049.89 ms
[2022-02-13 04:57:27 main:574] : INFO : Epoch 1935 | loss: 0.0311265 | val_loss: 0.0311392 | Time: 2146.4 ms
[2022-02-13 04:57:29 main:574] : INFO : Epoch 1936 | loss: 0.0311261 | val_loss: 0.0311361 | Time: 2044.61 ms
[2022-02-13 04:57:31 main:574] : INFO : Epoch 1937 | loss: 0.0311208 | val_loss: 0.0311345 | Time: 2040.69 ms
[2022-02-13 04:57:33 main:574] : INFO : Epoch 1938 | loss: 0.0311158 | val_loss: 0.031132 | Time: 2075.48 ms
[2022-02-13 04:57:35 main:574] : INFO : Epoch 1939 | loss: 0.0311133 | val_loss: 0.0311332 | Time: 2065.36 ms
[2022-02-13 04:57:37 main:574] : INFO : Epoch 1940 | loss: 0.031113 | val_loss: 0.0311329 | Time: 2087.24 ms
[2022-02-13 04:57:39 main:574] : INFO : Epoch 1941 | loss: 0.0311181 | val_loss: 0.0311397 | Time: 2108.39 ms
[2022-02-13 04:57:41 main:574] : INFO : Epoch 1942 | loss: 0.0311227 | val_loss: 0.0311377 | Time: 2100.76 ms
[2022-02-13 04:57:43 main:574] : INFO : Epoch 1943 | loss: 0.0311221 | val_loss: 0.0311371 | Time: 2069.53 ms
[2022-02-13 04:57:45 main:574] : INFO : Epoch 1944 | loss: 0.0311165 | val_loss: 0.031134 | Time: 2037.27 ms
[2022-02-13 04:57:48 main:574] : INFO : Epoch 1945 | loss: 0.0311153 | val_loss: 0.0311317 | Time: 2035.34 ms
[2022-02-13 04:57:50 main:574] : INFO : Epoch 1946 | loss: 0.0311346 | val_loss: 0.0311478 | Time: 2064.01 ms
[2022-02-13 04:57:52 main:574] : INFO : Epoch 1947 | loss: 0.0311449 | val_loss: 0.0311471 | Time: 2054.1 ms
[2022-02-13 04:57:54 main:574] : INFO : Epoch 1948 | loss: 0.0311367 | val_loss: 0.0311392 | Time: 2069.15 ms
[2022-02-13 04:57:56 main:574] : INFO : Epoch 1949 | loss: 0.0311306 | val_loss: 0.0311335 | Time: 2065.77 ms
[2022-02-13 04:57:58 main:574] : INFO : Epoch 1950 | loss: 0.031123 | val_loss: 0.0311424 | Time: 2053.25 ms
[2022-02-13 04:58:00 main:574] : INFO : Epoch 1951 | loss: 0.0311249 | val_loss: 0.0311393 | Time: 2079.76 ms
[2022-02-13 04:58:02 main:574] : INFO : Epoch 1952 | loss: 0.0311224 | val_loss: 0.0311381 | Time: 2047.11 ms
[2022-02-13 04:58:04 main:574] : INFO : Epoch 1953 | loss: 0.0311179 | val_loss: 0.0311384 | Time: 2040.12 ms
[2022-02-13 04:58:06 main:574] : INFO : Epoch 1954 | loss: 0.0311172 | val_loss: 0.0311415 | Time: 2080.92 ms
[2022-02-13 04:58:08 main:574] : INFO : Epoch 1955 | loss: 0.0311202 | val_loss: 0.0311335 | Time: 2055.79 ms
[2022-02-13 04:58:10 main:574] : INFO : Epoch 1956 | loss: 0.0311141 | val_loss: 0.0311325 | Time: 2076.75 ms
[2022-02-13 04:58:12 main:574] : INFO : Epoch 1957 | loss: 0.0311137 | val_loss: 0.0311349 | Time: 2073.97 ms
[2022-02-13 04:58:14 main:574] : INFO : Epoch 1958 | loss: 0.0311186 | val_loss: 0.0311338 | Time: 2086.66 ms
[2022-02-13 04:58:17 main:574] : INFO : Epoch 1959 | loss: 0.0311169 | val_loss: 0.0311336 | Time: 2101.79 ms
[2022-02-13 04:58:19 main:574] : INFO : Epoch 1960 | loss: 0.0311167 | val_loss: 0.0311323 | Time: 2082.87 ms
[2022-02-13 04:58:21 main:574] : INFO : Epoch 1961 | loss: 0.031114 | val_loss: 0.0311306 | Time: 2069.58 ms
[2022-02-13 04:58:23 main:574] : INFO : Epoch 1962 | loss: 0.0311122 | val_loss: 0.0311339 | Time: 2037.39 ms
[2022-02-13 04:58:25 main:574] : INFO : Epoch 1963 | loss: 0.0311109 | val_loss: 0.0311316 | Time: 2049.87 ms
[2022-02-13 04:58:27 main:574] : INFO : Epoch 1964 | loss: 0.0311094 | val_loss: 0.0311329 | Time: 2031.21 ms
[2022-02-13 04:58:29 main:574] : INFO : Epoch 1965 | loss: 0.0311089 | val_loss: 0.0311357 | Time: 2079.18 ms
[2022-02-13 04:58:31 main:574] : INFO : Epoch 1966 | loss: 0.0311077 | val_loss: 0.0311318 | Time: 2116.2 ms
[2022-02-13 04:58:33 main:574] : INFO : Epoch 1967 | loss: 0.0311076 | val_loss: 0.0311356 | Time: 2111.83 ms
[2022-02-13 04:58:35 main:574] : INFO : Epoch 1968 | loss: 0.0311104 | val_loss: 0.031133 | Time: 2024.71 ms
[2022-02-13 04:58:37 main:574] : INFO : Epoch 1969 | loss: 0.031106 | val_loss: 0.0311326 | Time: 2037.19 ms
[2022-02-13 04:58:39 main:574] : INFO : Epoch 1970 | loss: 0.031106 | val_loss: 0.0311339 | Time: 2070.54 ms
[2022-02-13 04:58:41 main:574] : INFO : Epoch 1971 | loss: 0.0311058 | val_loss: 0.0311452 | Time: 2039.58 ms
[2022-02-13 04:58:43 main:574] : INFO : Epoch 1972 | loss: 0.0311089 | val_loss: 0.0311382 | Time: 2060.84 ms
[2022-02-13 04:58:45 main:574] : INFO : Epoch 1973 | loss: 0.0311076 | val_loss: 0.0311324 | Time: 2069.08 ms
[2022-02-13 04:58:48 main:574] : INFO : Epoch 1974 | loss: 0.0311059 | val_loss: 0.0311361 | Time: 2075.61 ms
[2022-02-13 04:58:50 main:574] : INFO : Epoch 1975 | loss: 0.0311055 | val_loss: 0.0311316 | Time: 2038.81 ms
[2022-02-13 04:58:52 main:574] : INFO : Epoch 1976 | loss: 0.0311044 | val_loss: 0.0311403 | Time: 2028.24 ms
[2022-02-13 04:58:54 main:574] : INFO : Epoch 1977 | loss: 0.0311038 | val_loss: 0.0311386 | Time: 2074.73 ms
[2022-02-13 04:58:56 main:574] : INFO : Epoch 1978 | loss: 0.0311056 | val_loss: 0.03113 | Time: 2053.42 ms
[2022-02-13 04:58:58 main:574] : INFO : Epoch 1979 | loss: 0.0311079 | val_loss: 0.0311371 | Time: 2049.3 ms
[2022-02-13 04:59:00 main:574] : INFO : Epoch 1980 | loss: 0.0311078 | val_loss: 0.0311296 | Time: 2079.5 ms
[2022-02-13 04:59:02 main:574] : INFO : Epoch 1981 | loss: 0.0311072 | val_loss: 0.0311385 | Time: 2043.75 ms
[2022-02-13 04:59:04 main:574] : INFO : Epoch 1982 | loss: 0.0311107 | val_loss: 0.0311329 | Time: 2085.01 ms
[2022-02-13 04:59:06 main:574] : INFO : Epoch 1983 | loss: 0.0311097 | val_loss: 0.0311359 | Time: 2030.34 ms
[2022-02-13 04:59:08 main:574] : INFO : Epoch 1984 | loss: 0.0311082 | val_loss: 0.0311355 | Time: 2068.11 ms
[2022-02-13 04:59:10 main:574] : INFO : Epoch 1985 | loss: 0.0311286 | val_loss: 0.0311425 | Time: 2213.64 ms
[2022-02-13 04:59:12 main:574] : INFO : Epoch 1986 | loss: 0.0311224 | val_loss: 0.0311347 | Time: 2063.62 ms
[2022-02-13 04:59:15 main:574] : INFO : Epoch 1987 | loss: 0.0311177 | val_loss: 0.0311417 | Time: 2087.53 ms
[2022-02-13 04:59:17 main:574] : INFO : Epoch 1988 | loss: 0.0311153 | val_loss: 0.0311314 | Time: 2051.02 ms
[2022-02-13 04:59:19 main:574] : INFO : Epoch 1989 | loss: 0.031111 | val_loss: 0.0311318 | Time: 2054.4 ms
[2022-02-13 04:59:21 main:574] : INFO : Epoch 1990 | loss: 0.0311106 | val_loss: 0.0311322 | Time: 2042.29 ms
[2022-02-13 04:59:23 main:574] : INFO : Epoch 1991 | loss: 0.0311068 | val_loss: 0.031134 | Time: 2050.75 ms
[2022-02-13 04:59:25 main:574] : INFO : Epoch 1992 | loss: 0.0311097 | val_loss: 0.0311321 | Time: 2119.88 ms
[2022-02-13 04:59:27 main:574] : INFO : Epoch 1993 | loss: 0.0311066 | val_loss: 0.0311351 | Time: 2058.88 ms
[2022-02-13 04:59:29 main:574] : INFO : Epoch 1994 | loss: 0.0311072 | val_loss: 0.031133 | Time: 2123.78 ms
[2022-02-13 04:59:31 main:574] : INFO : Epoch 1995 | loss: 0.0311159 | val_loss: 0.0311417 | Time: 2083.05 ms
[2022-02-13 04:59:33 main:574] : INFO : Epoch 1996 | loss: 0.0311216 | val_loss: 0.0311373 | Time: 2083.29 ms
[2022-02-13 04:59:35 main:574] : INFO : Epoch 1997 | loss: 0.0311136 | val_loss: 0.0311349 | Time: 2077.64 ms
[2022-02-13 04:59:37 main:574] : INFO : Epoch 1998 | loss: 0.0311109 | val_loss: 0.0311322 | Time: 2057.82 ms
[2022-02-13 04:59:39 main:574] : INFO : Epoch 1999 | loss: 0.0311095 | val_loss: 0.0311342 | Time: 2077.42 ms
[2022-02-13 04:59:42 main:574] : INFO : Epoch 2000 | loss: 0.0311097 | val_loss: 0.0311324 | Time: 2026.3 ms
[2022-02-13 04:59:44 main:574] : INFO : Epoch 2001 | loss: 0.0311056 | val_loss: 0.0311319 | Time: 2136.6 ms
[2022-02-13 04:59:46 main:574] : INFO : Epoch 2002 | loss: 0.0311047 | val_loss: 0.0311326 | Time: 2053.17 ms
[2022-02-13 04:59:48 main:574] : INFO : Epoch 2003 | loss: 0.0311062 | val_loss: 0.0311384 | Time: 2061.29 ms
[2022-02-13 04:59:50 main:574] : INFO : Epoch 2004 | loss: 0.0311086 | val_loss: 0.0311382 | Time: 2092.05 ms
[2022-02-13 04:59:52 main:574] : INFO : Epoch 2005 | loss: 0.0311067 | val_loss: 0.0311436 | Time: 2051.3 ms
[2022-02-13 04:59:54 main:574] : INFO : Epoch 2006 | loss: 0.0311141 | val_loss: 0.031138 | Time: 2039.18 ms
[2022-02-13 04:59:56 main:574] : INFO : Epoch 2007 | loss: 0.0311165 | val_loss: 0.0311334 | Time: 2070.96 ms
[2022-02-13 04:59:58 main:574] : INFO : Epoch 2008 | loss: 0.0311131 | val_loss: 0.0311369 | Time: 2034.64 ms
[2022-02-13 05:00:00 main:574] : INFO : Epoch 2009 | loss: 0.0311112 | val_loss: 0.0311342 | Time: 2077.56 ms
[2022-02-13 05:00:02 main:574] : INFO : Epoch 2010 | loss: 0.0311099 | val_loss: 0.0311345 | Time: 2071.13 ms
[2022-02-13 05:00:04 main:574] : INFO : Epoch 2011 | loss: 0.031123 | val_loss: 0.0311417 | Time: 2015.61 ms
[2022-02-13 05:00:06 main:574] : INFO : Epoch 2012 | loss: 0.0311214 | val_loss: 0.0311327 | Time: 2078.84 ms
[2022-02-13 05:00:08 main:574] : INFO : Epoch 2013 | loss: 0.031118 | val_loss: 0.0311405 | Time: 2056.22 ms
[2022-02-13 05:00:10 main:574] : INFO : Epoch 2014 | loss: 0.0311226 | val_loss: 0.0311413 | Time: 2042.79 ms
[2022-02-13 05:00:13 main:574] : INFO : Epoch 2015 | loss: 0.0311214 | val_loss: 0.0311395 | Time: 2079.73 ms
[2022-02-13 05:00:15 main:574] : INFO : Epoch 2016 | loss: 0.0311214 | val_loss: 0.0311389 | Time: 2095.72 ms
[2022-02-13 05:00:17 main:574] : INFO : Epoch 2017 | loss: 0.0311198 | val_loss: 0.0311387 | Time: 2052.27 ms
[2022-02-13 05:00:19 main:574] : INFO : Epoch 2018 | loss: 0.0311173 | val_loss: 0.0311322 | Time: 2073.67 ms
[2022-02-13 05:00:21 main:574] : INFO : Epoch 2019 | loss: 0.0311173 | val_loss: 0.0311324 | Time: 2078.18 ms
[2022-02-13 05:00:23 main:574] : INFO : Epoch 2020 | loss: 0.0311162 | val_loss: 0.0311322 | Time: 2048.13 ms
[2022-02-13 05:00:25 main:574] : INFO : Epoch 2021 | loss: 0.0311145 | val_loss: 0.031136 | Time: 2017.04 ms
[2022-02-13 05:00:27 main:574] : INFO : Epoch 2022 | loss: 0.031115 | val_loss: 0.0311366 | Time: 2082.94 ms
[2022-02-13 05:00:29 main:574] : INFO : Epoch 2023 | loss: 0.0311144 | val_loss: 0.0311335 | Time: 2044.31 ms
[2022-02-13 05:00:31 main:574] : INFO : Epoch 2024 | loss: 0.0311122 | val_loss: 0.0311345 | Time: 2078.12 ms
[2022-02-13 05:00:33 main:574] : INFO : Epoch 2025 | loss: 0.0311095 | val_loss: 0.0311332 | Time: 2108.62 ms
[2022-02-13 05:00:35 main:574] : INFO : Epoch 2026 | loss: 0.0311113 | val_loss: 0.0311367 | Time: 2109.34 ms
[2022-02-13 05:00:37 main:574] : INFO : Epoch 2027 | loss: 0.0311139 | val_loss: 0.0311306 | Time: 2077.04 ms
[2022-02-13 05:00:40 main:574] : INFO : Epoch 2028 | loss: 0.0311104 | val_loss: 0.0311346 | Time: 2021.97 ms
[2022-02-13 05:00:42 main:574] : INFO : Epoch 2029 | loss: 0.0311221 | val_loss: 0.0311392 | Time: 2026.79 ms
[2022-02-13 05:00:44 main:574] : INFO : Epoch 2030 | loss: 0.0311173 | val_loss: 0.0311369 | Time: 2045.99 ms
[2022-02-13 05:00:46 main:574] : INFO : Epoch 2031 | loss: 0.0311151 | val_loss: 0.031134 | Time: 2082.6 ms
[2022-02-13 05:00:48 main:574] : INFO : Epoch 2032 | loss: 0.0311138 | val_loss: 0.0311322 | Time: 2055.85 ms
[2022-02-13 05:00:50 main:574] : INFO : Epoch 2033 | loss: 0.0311135 | val_loss: 0.0311343 | Time: 2039.21 ms
[2022-02-13 05:00:52 main:574] : INFO : Epoch 2034 | loss: 0.0311131 | val_loss: 0.0311315 | Time: 2039.44 ms
[2022-02-13 05:00:54 main:574] : INFO : Epoch 2035 | loss: 0.0311108 | val_loss: 0.0311378 | Time: 2066.55 ms
[2022-02-13 05:00:56 main:574] : INFO : Epoch 2036 | loss: 0.031113 | val_loss: 0.0311311 | Time: 2049.17 ms
[2022-02-13 05:00:58 main:574] : INFO : Epoch 2037 | loss: 0.0311107 | val_loss: 0.0311327 | Time: 2057.47 ms
[2022-02-13 05:01:00 main:574] : INFO : Epoch 2038 | loss: 0.0311096 | val_loss: 0.0311309 | Time: 2037.84 ms
[2022-02-13 05:01:02 main:574] : INFO : Epoch 2039 | loss: 0.0311102 | val_loss: 0.0311332 | Time: 2056.55 ms
[2022-02-13 05:01:04 main:574] : INFO : Epoch 2040 | loss: 0.0311093 | val_loss: 0.0311322 | Time: 2095.39 ms
[2022-02-13 05:01:06 main:574] : INFO : Epoch 2041 | loss: 0.0311085 | val_loss: 0.0311312 | Time: 2051.96 ms
[2022-02-13 05:01:08 main:574] : INFO : Epoch 2042 | loss: 0.0311058 | val_loss: 0.0311325 | Time: 2045.79 ms
[2022-02-13 05:01:10 main:574] : INFO : Epoch 2043 | loss: 0.031108 | val_loss: 0.0311419 | Time: 2083.73 ms
[2022-02-13 05:01:12 main:574] : INFO : Epoch 2044 | loss: 0.0311111 | val_loss: 0.0311414 | Time: 2044.69 ms
[2022-02-13 05:01:15 main:574] : INFO : Epoch 2045 | loss: 0.0311077 | val_loss: 0.0311393 | Time: 2069.3 ms
[2022-02-13 05:01:17 main:574] : INFO : Epoch 2046 | loss: 0.0311054 | val_loss: 0.0311383 | Time: 2071.86 ms
[2022-02-13 05:01:19 main:574] : INFO : Epoch 2047 | loss: 0.031105 | val_loss: 0.0311374 | Time: 2100.48 ms
[2022-02-13 05:01:21 main:574] : INFO : Epoch 2048 | loss: 0.031105 | val_loss: 0.0311377 | Time: 2079.01 ms
[2022-02-13 05:01:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311377
[2022-02-13 05:01:21 main:603] : INFO : Saving end state to config to file
[2022-02-13 05:01:21 main:608] : INFO : Success, exiting..
05:01:21 (6104): 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)