Task 14547339
| Name | ParityModified-1647049001-11618-3-0_2 |
| Workunit | 11268007 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:02:02 UTC |
| Report deadline | 16 Apr 2022, 6:02:02 UTC |
| Received | 8 Apr 2022, 17:52:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10626 |
| Run time | 1 hours 11 min 18 sec |
| CPU time | 1 hours 10 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 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: 0.0311261 | val_loss: 0.0311614 | Time: 2118.14 ms
[2022-04-08 19:35:08 main:574] : INFO : Epoch 1543 | loss: 0.031125 | val_loss: 0.0311539 | Time: 2093.17 ms
[2022-04-08 19:35:10 main:574] : INFO : Epoch 1544 | loss: 0.0311262 | val_loss: 0.0311573 | Time: 2073.36 ms
[2022-04-08 19:35:12 main:574] : INFO : Epoch 1545 | loss: 0.0311252 | val_loss: 0.031157 | Time: 2068.73 ms
[2022-04-08 19:35:15 main:574] : INFO : Epoch 1546 | loss: 0.0311262 | val_loss: 0.0311563 | Time: 2095.36 ms
[2022-04-08 19:35:17 main:574] : INFO : Epoch 1547 | loss: 0.0311252 | val_loss: 0.0311563 | Time: 2078.03 ms
[2022-04-08 19:35:19 main:574] : INFO : Epoch 1548 | loss: 0.0311244 | val_loss: 0.0311557 | Time: 2108.08 ms
[2022-04-08 19:35:21 main:574] : INFO : Epoch 1549 | loss: 0.0311264 | val_loss: 0.0311643 | Time: 2105.95 ms
[2022-04-08 19:35:23 main:574] : INFO : Epoch 1550 | loss: 0.0311287 | val_loss: 0.0311662 | Time: 2082.19 ms
[2022-04-08 19:35:25 main:574] : INFO : Epoch 1551 | loss: 0.0311295 | val_loss: 0.0311648 | Time: 2060.38 ms
[2022-04-08 19:35:27 main:574] : INFO : Epoch 1552 | loss: 0.0311326 | val_loss: 0.0311676 | Time: 2090.28 ms
[2022-04-08 19:35:29 main:574] : INFO : Epoch 1553 | loss: 0.0311316 | val_loss: 0.0311644 | Time: 2050.75 ms
[2022-04-08 19:35:31 main:574] : INFO : Epoch 1554 | loss: 0.0311287 | val_loss: 0.0311643 | Time: 2060.49 ms
[2022-04-08 19:35:33 main:574] : INFO : Epoch 1555 | loss: 0.0311319 | val_loss: 0.0311568 | Time: 2083.45 ms
[2022-04-08 19:35:35 main:574] : INFO : Epoch 1556 | loss: 0.0311329 | val_loss: 0.0311577 | Time: 2073.57 ms
[2022-04-08 19:35:37 main:574] : INFO : Epoch 1557 | loss: 0.0311323 | val_loss: 0.0311601 | Time: 2089.72 ms
[2022-04-08 19:35:40 main:574] : INFO : Epoch 1558 | loss: 0.0311321 | val_loss: 0.0311621 | Time: 2080.63 ms
[2022-04-08 19:35:42 main:574] : INFO : Epoch 1559 | loss: 0.0311337 | val_loss: 0.031162 | Time: 2082.9 ms
[2022-04-08 19:35:44 main:574] : INFO : Epoch 1560 | loss: 0.0311351 | val_loss: 0.0311672 | Time: 2076.36 ms
[2022-04-08 19:35:46 main:574] : INFO : Epoch 1561 | loss: 0.0311342 | val_loss: 0.0311573 | Time: 2086.47 ms
[2022-04-08 19:35:48 main:574] : INFO : Epoch 1562 | loss: 0.0311359 | val_loss: 0.0311641 | Time: 2070.68 ms
[2022-04-08 19:35:50 main:574] : INFO : Epoch 1563 | loss: 0.0311335 | val_loss: 0.0311593 | Time: 2098.22 ms
[2022-04-08 19:35:52 main:574] : INFO : Epoch 1564 | loss: 0.0311353 | val_loss: 0.0311608 | Time: 2089.6 ms
[2022-04-08 19:35:54 main:574] : INFO : Epoch 1565 | loss: 0.0311322 | val_loss: 0.0311561 | Time: 2091.07 ms
[2022-04-08 19:35:56 main:574] : INFO : Epoch 1566 | loss: 0.0311302 | val_loss: 0.0311622 | Time: 2057.19 ms
[2022-04-08 19:35:58 main:574] : INFO : Epoch 1567 | loss: 0.0311321 | val_loss: 0.0311608 | Time: 2075.91 ms
[2022-04-08 19:36:00 main:574] : INFO : Epoch 1568 | loss: 0.0311294 | val_loss: 0.03116 | Time: 2111.58 ms
[2022-04-08 19:36:03 main:574] : INFO : Epoch 1569 | loss: 0.0311335 | val_loss: 0.0311559 | Time: 2074.35 ms
[2022-04-08 19:36:05 main:574] : INFO : Epoch 1570 | loss: 0.0311364 | val_loss: 0.0311616 | Time: 2073.8 ms
[2022-04-08 19:36:07 main:574] : INFO : Epoch 1571 | loss: 0.0311356 | val_loss: 0.0311551 | Time: 2067.12 ms
[2022-04-08 19:36:09 main:574] : INFO : Epoch 1572 | loss: 0.0311327 | val_loss: 0.0311544 | Time: 2088.91 ms
[2022-04-08 19:36:11 main:574] : INFO : Epoch 1573 | loss: 0.031132 | val_loss: 0.0311565 | Time: 2077.56 ms
[2022-04-08 19:36:13 main:574] : INFO : Epoch 1574 | loss: 0.0311323 | val_loss: 0.0311597 | Time: 2070.79 ms
[2022-04-08 19:36:15 main:574] : INFO : Epoch 1575 | loss: 0.0311339 | val_loss: 0.0311579 | Time: 2092.83 ms
[2022-04-08 19:36:17 main:574] : INFO : Epoch 1576 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 2070.96 ms
[2022-04-08 19:36:19 main:574] : INFO : Epoch 1577 | loss: 0.0311324 | val_loss: 0.0311575 | Time: 2076.47 ms
[2022-04-08 19:36:21 main:574] : INFO : Epoch 1578 | loss: 0.0311294 | val_loss: 0.0311591 | Time: 2055.63 ms
[2022-04-08 19:36:23 main:574] : INFO : Epoch 1579 | loss: 0.0311296 | val_loss: 0.0311572 | Time: 2068.91 ms
[2022-04-08 19:36:25 main:574] : INFO : Epoch 1580 | loss: 0.0311286 | val_loss: 0.0311598 | Time: 2087.52 ms
[2022-04-08 19:36:28 main:574] : INFO : Epoch 1581 | loss: 0.0311288 | val_loss: 0.0311583 | Time: 2125.4 ms
[2022-04-08 19:36:30 main:574] : INFO : Epoch 1582 | loss: 0.0311268 | val_loss: 0.0311552 | Time: 2074.54 ms
[2022-04-08 19:36:32 main:574] : INFO : Epoch 1583 | loss: 0.0311304 | val_loss: 0.0311549 | Time: 2036.17 ms
[2022-04-08 19:36:34 main:574] : INFO : Epoch 1584 | loss: 0.0311316 | val_loss: 0.0311557 | Time: 2106.4 ms
[2022-04-08 19:36:36 main:574] : INFO : Epoch 1585 | loss: 0.0311312 | val_loss: 0.0311585 | Time: 2095.06 ms
[2022-04-08 19:36:38 main:574] : INFO : Epoch 1586 | loss: 0.0311289 | val_loss: 0.0311586 | Time: 2087.53 ms
[2022-04-08 19:36:40 main:574] : INFO : Epoch 1587 | loss: 0.0311277 | val_loss: 0.0311571 | Time: 2071.27 ms
[2022-04-08 19:36:42 main:574] : INFO : Epoch 1588 | loss: 0.0311268 | val_loss: 0.0311568 | Time: 2042.41 ms
[2022-04-08 19:36:44 main:574] : INFO : Epoch 1589 | loss: 0.0311263 | val_loss: 0.0311582 | Time: 2085.05 ms
[2022-04-08 19:36:46 main:574] : INFO : Epoch 1590 | loss: 0.0311272 | val_loss: 0.031158 | Time: 2087.93 ms
[2022-04-08 19:36:48 main:574] : INFO : Epoch 1591 | loss: 0.0311269 | val_loss: 0.0311617 | Time: 2065.55 ms
[2022-04-08 19:36:50 main:574] : INFO : Epoch 1592 | loss: 0.0311325 | val_loss: 0.0311648 | Time: 2074.49 ms
[2022-04-08 19:36:53 main:574] : INFO : Epoch 1593 | loss: 0.0311394 | val_loss: 0.0311658 | Time: 2090.95 ms
[2022-04-08 19:36:55 main:574] : INFO : Epoch 1594 | loss: 0.0311394 | val_loss: 0.0311672 | Time: 2069.76 ms
[2022-04-08 19:36:57 main:574] : INFO : Epoch 1595 | loss: 0.031137 | val_loss: 0.0311653 | Time: 2083.86 ms
[2022-04-08 19:36:59 main:574] : INFO : Epoch 1596 | loss: 0.0311389 | val_loss: 0.0311702 | Time: 2061.67 ms
[2022-04-08 19:37:01 main:574] : INFO : Epoch 1597 | loss: 0.0311413 | val_loss: 0.0311671 | Time: 2067.77 ms
[2022-04-08 19:37:03 main:574] : INFO : Epoch 1598 | loss: 0.0311372 | val_loss: 0.0311688 | Time: 2088.79 ms
[2022-04-08 19:37:05 main:574] : INFO : Epoch 1599 | loss: 0.0311358 | val_loss: 0.0311705 | Time: 2068.22 ms
[2022-04-08 19:37:07 main:574] : INFO : Epoch 1600 | loss: 0.031135 | val_loss: 0.0311686 | Time: 2092.25 ms
[2022-04-08 19:37:09 main:574] : INFO : Epoch 1601 | loss: 0.0311394 | val_loss: 0.0311738 | Time: 2072.6 ms
[2022-04-08 19:37:11 main:574] : INFO : Epoch 1602 | loss: 0.0311479 | val_loss: 0.0311627 | Time: 2069 ms
[2022-04-08 19:37:13 main:574] : INFO : Epoch 1603 | loss: 0.0311393 | val_loss: 0.0311619 | Time: 2096.6 ms
[2022-04-08 19:37:15 main:574] : INFO : Epoch 1604 | loss: 0.0311368 | val_loss: 0.0311626 | Time: 2064.94 ms
[2022-04-08 19:37:18 main:574] : INFO : Epoch 1605 | loss: 0.0311353 | val_loss: 0.0311644 | Time: 2071.72 ms
[2022-04-08 19:37:20 main:574] : INFO : Epoch 1606 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 2090.74 ms
[2022-04-08 19:37:22 main:574] : INFO : Epoch 1607 | loss: 0.0311343 | val_loss: 0.0311602 | Time: 2067.65 ms
[2022-04-08 19:37:24 main:574] : INFO : Epoch 1608 | loss: 0.0311334 | val_loss: 0.0311605 | Time: 2081.59 ms
[2022-04-08 19:37:26 main:574] : INFO : Epoch 1609 | loss: 0.0311357 | val_loss: 0.0311593 | Time: 2074.91 ms
[2022-04-08 19:37:28 main:574] : INFO : Epoch 1610 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 2093.05 ms
[2022-04-08 19:37:30 main:574] : INFO : Epoch 1611 | loss: 0.0311313 | val_loss: 0.031159 | Time: 2081.84 ms
[2022-04-08 19:37:32 main:574] : INFO : Epoch 1612 | loss: 0.0311343 | val_loss: 0.0311595 | Time: 2059.69 ms
[2022-04-08 19:37:34 main:574] : INFO : Epoch 1613 | loss: 0.0311294 | val_loss: 0.0311576 | Time: 2084.37 ms
[2022-04-08 19:37:36 main:574] : INFO : Epoch 1614 | loss: 0.0311286 | val_loss: 0.0311576 | Time: 2065.3 ms
[2022-04-08 19:37:38 main:574] : INFO : Epoch 1615 | loss: 0.0311288 | val_loss: 0.0311595 | Time: 2054.93 ms
[2022-04-08 19:37:41 main:574] : INFO : Epoch 1616 | loss: 0.031127 | val_loss: 0.0311579 | Time: 2091 ms
[2022-04-08 19:37:43 main:574] : INFO : Epoch 1617 | loss: 0.0311272 | val_loss: 0.0311622 | Time: 2076.49 ms
[2022-04-08 19:37:45 main:574] : INFO : Epoch 1618 | loss: 0.0311287 | val_loss: 0.0311597 | Time: 2081.44 ms
[2022-04-08 19:37:47 main:574] : INFO : Epoch 1619 | loss: 0.031128 | val_loss: 0.031161 | Time: 2071.55 ms
[2022-04-08 19:37:49 main:574] : INFO : Epoch 1620 | loss: 0.0311297 | val_loss: 0.0311591 | Time: 2092.18 ms
[2022-04-08 19:37:51 main:574] : INFO : Epoch 1621 | loss: 0.0311317 | val_loss: 0.0311595 | Time: 2117.59 ms
[2022-04-08 19:37:53 main:574] : INFO : Epoch 1622 | loss: 0.0311318 | val_loss: 0.031159 | Time: 2079.34 ms
[2022-04-08 19:37:55 main:574] : INFO : Epoch 1623 | loss: 0.0311335 | val_loss: 0.0311581 | Time: 2072.58 ms
[2022-04-08 19:37:57 main:574] : INFO : Epoch 1624 | loss: 0.031129 | val_loss: 0.0311596 | Time: 2094.43 ms
[2022-04-08 19:37:59 main:574] : INFO : Epoch 1625 | loss: 0.0311309 | val_loss: 0.0311603 | Time: 2091.47 ms
[2022-04-08 19:38:01 main:574] : INFO : Epoch 1626 | loss: 0.0311293 | val_loss: 0.0311556 | Time: 2057.37 ms
[2022-04-08 19:38:03 main:574] : INFO : Epoch 1627 | loss: 0.0311309 | val_loss: 0.0311564 | Time: 2047.14 ms
[2022-04-08 19:38:06 main:574] : INFO : Epoch 1628 | loss: 0.0311327 | val_loss: 0.0311578 | Time: 2092.3 ms
[2022-04-08 19:38:08 main:574] : INFO : Epoch 1629 | loss: 0.0311283 | val_loss: 0.031155 | Time: 2102.95 ms
[2022-04-08 19:38:10 main:574] : INFO : Epoch 1630 | loss: 0.0311296 | val_loss: 0.0311594 | Time: 2054.2 ms
[2022-04-08 19:38:12 main:574] : INFO : Epoch 1631 | loss: 0.0311293 | val_loss: 0.0311557 | Time: 2073.26 ms
[2022-04-08 19:38:14 main:574] : INFO : Epoch 1632 | loss: 0.0311283 | val_loss: 0.0311561 | Time: 2061.76 ms
[2022-04-08 19:38:16 main:574] : INFO : Epoch 1633 | loss: 0.0311271 | val_loss: 0.0311585 | Time: 2068.44 ms
[2022-04-08 19:38:18 main:574] : INFO : Epoch 1634 | loss: 0.0311267 | val_loss: 0.0311591 | Time: 2083.55 ms
[2022-04-08 19:38:20 main:574] : INFO : Epoch 1635 | loss: 0.0311288 | val_loss: 0.031155 | Time: 2075.41 ms
[2022-04-08 19:38:22 main:574] : INFO : Epoch 1636 | loss: 0.031127 | val_loss: 0.0311595 | Time: 2057.67 ms
[2022-04-08 19:38:24 main:574] : INFO : Epoch 1637 | loss: 0.0311279 | val_loss: 0.0311596 | Time: 2081.22 ms
[2022-04-08 19:38:26 main:574] : INFO : Epoch 1638 | loss: 0.0311279 | val_loss: 0.0311559 | Time: 2057.77 ms
[2022-04-08 19:38:28 main:574] : INFO : Epoch 1639 | loss: 0.0311263 | val_loss: 0.0311593 | Time: 2078.43 ms
[2022-04-08 19:38:31 main:574] : INFO : Epoch 1640 | loss: 0.0311266 | val_loss: 0.0311557 | Time: 2082.87 ms
[2022-04-08 19:38:33 main:574] : INFO : Epoch 1641 | loss: 0.0311321 | val_loss: 0.0311601 | Time: 2084.29 ms
[2022-04-08 19:38:35 main:574] : INFO : Epoch 1642 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 2090.84 ms
[2022-04-08 19:38:37 main:574] : INFO : Epoch 1643 | loss: 0.0311377 | val_loss: 0.0311625 | Time: 2031.14 ms
[2022-04-08 19:38:39 main:574] : INFO : Epoch 1644 | loss: 0.0311375 | val_loss: 0.0311603 | Time: 2094.84 ms
[2022-04-08 19:38:41 main:574] : INFO : Epoch 1645 | loss: 0.0311338 | val_loss: 0.0311593 | Time: 2075.5 ms
[2022-04-08 19:38:43 main:574] : INFO : Epoch 1646 | loss: 0.0311334 | val_loss: 0.0311583 | Time: 2086.58 ms
[2022-04-08 19:38:45 main:574] : INFO : Epoch 1647 | loss: 0.0311328 | val_loss: 0.0311632 | Time: 2071.31 ms
[2022-04-08 19:38:47 main:574] : INFO : Epoch 1648 | loss: 0.0311304 | val_loss: 0.0311598 | Time: 2067.74 ms
[2022-04-08 19:38:49 main:574] : INFO : Epoch 1649 | loss: 0.031134 | val_loss: 0.0311607 | Time: 2097.94 ms
[2022-04-08 19:38:51 main:574] : INFO : Epoch 1650 | loss: 0.0311366 | val_loss: 0.0311575 | Time: 2060.75 ms
[2022-04-08 19:38:53 main:574] : INFO : Epoch 1651 | loss: 0.0311334 | val_loss: 0.0311595 | Time: 2052.15 ms
[2022-04-08 19:38:55 main:574] : INFO : Epoch 1652 | loss: 0.0311328 | val_loss: 0.0311575 | Time: 2079.82 ms
[2022-04-08 19:38:58 main:574] : INFO : Epoch 1653 | loss: 0.0311327 | val_loss: 0.0311574 | Time: 2094.65 ms
[2022-04-08 19:39:00 main:574] : INFO : Epoch 1654 | loss: 0.0311343 | val_loss: 0.0311556 | Time: 2067.31 ms
[2022-04-08 19:39:02 main:574] : INFO : Epoch 1655 | loss: 0.0311338 | val_loss: 0.0311564 | Time: 2119.01 ms
[2022-04-08 19:39:04 main:574] : INFO : Epoch 1656 | loss: 0.0311328 | val_loss: 0.0311591 | Time: 2081.55 ms
[2022-04-08 19:39:06 main:574] : INFO : Epoch 1657 | loss: 0.0311347 | val_loss: 0.0311587 | Time: 2062.33 ms
[2022-04-08 19:39:08 main:574] : INFO : Epoch 1658 | loss: 0.0311363 | val_loss: 0.0311565 | Time: 2060.33 ms
[2022-04-08 19:39:10 main:574] : INFO : Epoch 1659 | loss: 0.0311362 | val_loss: 0.0311604 | Time: 2063.19 ms
[2022-04-08 19:39:12 main:574] : INFO : Epoch 1660 | loss: 0.0311383 | val_loss: 0.0311586 | Time: 2094.55 ms
[2022-04-08 19:39:14 main:574] : INFO : Epoch 1661 | loss: 0.0311357 | val_loss: 0.0311623 | Time: 2041.21 ms
[2022-04-08 19:39:16 main:574] : INFO : Epoch 1662 | loss: 0.0311364 | val_loss: 0.0311622 | Time: 2050.37 ms
[2022-04-08 19:39:18 main:574] : INFO : Epoch 1663 | loss: 0.0311341 | val_loss: 0.0311623 | Time: 2069.8 ms
[2022-04-08 19:39:20 main:574] : INFO : Epoch 1664 | loss: 0.0311334 | val_loss: 0.0311587 | Time: 2064.57 ms
[2022-04-08 19:39:23 main:574] : INFO : Epoch 1665 | loss: 0.0311348 | val_loss: 0.031162 | Time: 2043.12 ms
[2022-04-08 19:39:25 main:574] : INFO : Epoch 1666 | loss: 0.0311334 | val_loss: 0.0311584 | Time: 2072.17 ms
[2022-04-08 19:39:27 main:574] : INFO : Epoch 1667 | loss: 0.0311311 | val_loss: 0.0311611 | Time: 2070.76 ms
[2022-04-08 19:39:29 main:574] : INFO : Epoch 1668 | loss: 0.0311291 | val_loss: 0.0311689 | Time: 2086.72 ms
[2022-04-08 19:39:31 main:574] : INFO : Epoch 1669 | loss: 0.0311294 | val_loss: 0.0311622 | Time: 2078.89 ms
[2022-04-08 19:39:33 main:574] : INFO : Epoch 1670 | loss: 0.0311316 | val_loss: 0.0311609 | Time: 2080.43 ms
[2022-04-08 19:39:35 main:574] : INFO : Epoch 1671 | loss: 0.0311331 | val_loss: 0.031161 | Time: 2046.82 ms
[2022-04-08 19:39:37 main:574] : INFO : Epoch 1672 | loss: 0.0311377 | val_loss: 0.0311698 | Time: 2093.76 ms
[2022-04-08 19:39:39 main:574] : INFO : Epoch 1673 | loss: 0.0311416 | val_loss: 0.0311697 | Time: 2076.48 ms
[2022-04-08 19:39:41 main:574] : INFO : Epoch 1674 | loss: 0.0311374 | val_loss: 0.0311672 | Time: 2054.43 ms
[2022-04-08 19:39:43 main:574] : INFO : Epoch 1675 | loss: 0.031138 | val_loss: 0.0311662 | Time: 2093.73 ms
[2022-04-08 19:39:45 main:574] : INFO : Epoch 1676 | loss: 0.0311346 | val_loss: 0.0311716 | Time: 2079.76 ms
[2022-04-08 19:39:48 main:574] : INFO : Epoch 1677 | loss: 0.0311335 | val_loss: 0.0311676 | Time: 2076.54 ms
[2022-04-08 19:39:50 main:574] : INFO : Epoch 1678 | loss: 0.031135 | val_loss: 0.0311633 | Time: 2075.13 ms
[2022-04-08 19:39:52 main:574] : INFO : Epoch 1679 | loss: 0.0311343 | val_loss: 0.0311646 | Time: 2060.54 ms
[2022-04-08 19:39:54 main:574] : INFO : Epoch 1680 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 2072.65 ms
[2022-04-08 19:39:56 main:574] : INFO : Epoch 1681 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 2066.58 ms
[2022-04-08 19:39:58 main:574] : INFO : Epoch 1682 | loss: 0.0311428 | val_loss: 0.0311623 | Time: 2116.85 ms
[2022-04-08 19:40:00 main:574] : INFO : Epoch 1683 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 2094.1 ms
[2022-04-08 19:40:02 main:574] : INFO : Epoch 1684 | loss: 0.0311399 | val_loss: 0.0311642 | Time: 2096.18 ms
[2022-04-08 19:40:04 main:574] : INFO : Epoch 1685 | loss: 0.0311399 | val_loss: 0.0311637 | Time: 2083.64 ms
[2022-04-08 19:40:06 main:574] : INFO : Epoch 1686 | loss: 0.031138 | val_loss: 0.0311629 | Time: 2033.63 ms
[2022-04-08 19:40:08 main:574] : INFO : Epoch 1687 | loss: 0.0311407 | val_loss: 0.0311663 | Time: 2065.65 ms
[2022-04-08 19:40:10 main:574] : INFO : Epoch 1688 | loss: 0.0311391 | val_loss: 0.031163 | Time: 2075.6 ms
[2022-04-08 19:40:12 main:574] : INFO : Epoch 1689 | loss: 0.031138 | val_loss: 0.0311595 | Time: 2063.09 ms
[2022-04-08 19:40:15 main:574] : INFO : Epoch 1690 | loss: 0.0311393 | val_loss: 0.0311628 | Time: 2053.4 ms
[2022-04-08 19:40:17 main:574] : INFO : Epoch 1691 | loss: 0.0311398 | val_loss: 0.0311658 | Time: 2067.82 ms
[2022-04-08 19:40:19 main:574] : INFO : Epoch 1692 | loss: 0.0311403 | val_loss: 0.0311654 | Time: 2070.27 ms
[2022-04-08 19:40:21 main:574] : INFO : Epoch 1693 | loss: 0.0311367 | val_loss: 0.0311622 | Time: 2130.56 ms
[2022-04-08 19:40:23 main:574] : INFO : Epoch 1694 | loss: 0.0311384 | val_loss: 0.0311605 | Time: 2064.35 ms
[2022-04-08 19:40:25 main:574] : INFO : Epoch 1695 | loss: 0.0311364 | val_loss: 0.0311664 | Time: 2035.22 ms
[2022-04-08 19:40:27 main:574] : INFO : Epoch 1696 | loss: 0.0311373 | val_loss: 0.031161 | Time: 2090.51 ms
[2022-04-08 19:40:29 main:574] : INFO : Epoch 1697 | loss: 0.0311442 | val_loss: 0.0311698 | Time: 2074.06 ms
[2022-04-08 19:40:31 main:574] : INFO : Epoch 1698 | loss: 0.0311393 | val_loss: 0.0311586 | Time: 2087.01 ms
[2022-04-08 19:40:33 main:574] : INFO : Epoch 1699 | loss: 0.0311425 | val_loss: 0.0311596 | Time: 2074.45 ms
[2022-04-08 19:40:35 main:574] : INFO : Epoch 1700 | loss: 0.0311384 | val_loss: 0.0311605 | Time: 2055.57 ms
[2022-04-08 19:40:37 main:574] : INFO : Epoch 1701 | loss: 0.0311358 | val_loss: 0.0311594 | Time: 2054.14 ms
[2022-04-08 19:40:40 main:574] : INFO : Epoch 1702 | loss: 0.031138 | val_loss: 0.0311606 | Time: 2070.65 ms
[2022-04-08 19:40:42 main:574] : INFO : Epoch 1703 | loss: 0.0311345 | val_loss: 0.0311635 | Time: 2062.44 ms
[2022-04-08 19:40:44 main:574] : INFO : Epoch 1704 | loss: 0.0311361 | val_loss: 0.0311582 | Time: 2082.19 ms
[2022-04-08 19:40:46 main:574] : INFO : Epoch 1705 | loss: 0.0311349 | val_loss: 0.0311574 | Time: 2043.29 ms
[2022-04-08 19:40:48 main:574] : INFO : Epoch 1706 | loss: 0.0311341 | val_loss: 0.0311607 | Time: 2084.01 ms
[2022-04-08 19:40:50 main:574] : INFO : Epoch 1707 | loss: 0.0311327 | val_loss: 0.0311606 | Time: 2060.62 ms
[2022-04-08 19:40:52 main:574] : INFO : Epoch 1708 | loss: 0.0311333 | val_loss: 0.0311594 | Time: 2062.12 ms
[2022-04-08 19:40:54 main:574] : INFO : Epoch 1709 | loss: 0.0311342 | val_loss: 0.0311656 | Time: 2090.2 ms
[2022-04-08 19:40:56 main:574] : INFO : Epoch 1710 | loss: 0.0311328 | val_loss: 0.0311619 | Time: 2073.17 ms
[2022-04-08 19:40:58 main:574] : INFO : Epoch 1711 | loss: 0.0311317 | val_loss: 0.0311612 | Time: 2093.17 ms
[2022-04-08 19:41:00 main:574] : INFO : Epoch 1712 | loss: 0.031131 | val_loss: 0.0311576 | Time: 2113.67 ms
[2022-04-08 19:41:02 main:574] : INFO : Epoch 1713 | loss: 0.0311315 | val_loss: 0.0311616 | Time: 2078.52 ms
[2022-04-08 19:41:05 main:574] : INFO : Epoch 1714 | loss: 0.0311297 | val_loss: 0.0311605 | Time: 2089.23 ms
[2022-04-08 19:41:07 main:574] : INFO : Epoch 1715 | loss: 0.0311343 | val_loss: 0.0311586 | Time: 2052.31 ms
[2022-04-08 19:41:09 main:574] : INFO : Epoch 1716 | loss: 0.0311349 | val_loss: 0.0311639 | Time: 2084.03 ms
[2022-04-08 19:41:11 main:574] : INFO : Epoch 1717 | loss: 0.0311325 | val_loss: 0.0311612 | Time: 2060.59 ms
[2022-04-08 19:41:13 main:574] : INFO : Epoch 1718 | loss: 0.0311304 | val_loss: 0.0311604 | Time: 2072.43 ms
[2022-04-08 19:41:15 main:574] : INFO : Epoch 1719 | loss: 0.031129 | val_loss: 0.0311645 | Time: 2118.78 ms
[2022-04-08 19:41:17 main:574] : INFO : Epoch 1720 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 2096.11 ms
[2022-04-08 19:41:19 main:574] : INFO : Epoch 1721 | loss: 0.0311314 | val_loss: 0.0311605 | Time: 2072.83 ms
[2022-04-08 19:41:21 main:574] : INFO : Epoch 1722 | loss: 0.0311313 | val_loss: 0.0311608 | Time: 2030.59 ms
[2022-04-08 19:41:23 main:574] : INFO : Epoch 1723 | loss: 0.0311301 | val_loss: 0.0311616 | Time: 2076.6 ms
[2022-04-08 19:41:25 main:574] : INFO : Epoch 1724 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 2084.75 ms
[2022-04-08 19:41:27 main:574] : INFO : Epoch 1725 | loss: 0.031132 | val_loss: 0.0311594 | Time: 2069.24 ms
[2022-04-08 19:41:30 main:574] : INFO : Epoch 1726 | loss: 0.0311306 | val_loss: 0.0311568 | Time: 2072.11 ms
[2022-04-08 19:41:32 main:574] : INFO : Epoch 1727 | loss: 0.0311306 | val_loss: 0.0311604 | Time: 2052.11 ms
[2022-04-08 19:41:34 main:574] : INFO : Epoch 1728 | loss: 0.0311335 | val_loss: 0.0311595 | Time: 2090.63 ms
[2022-04-08 19:41:36 main:574] : INFO : Epoch 1729 | loss: 0.0311317 | val_loss: 0.0311585 | Time: 2065.81 ms
[2022-04-08 19:41:38 main:574] : INFO : Epoch 1730 | loss: 0.0311298 | val_loss: 0.0311573 | Time: 2091.48 ms
[2022-04-08 19:41:40 main:574] : INFO : Epoch 1731 | loss: 0.0311288 | val_loss: 0.0311591 | Time: 2029.98 ms
[2022-04-08 19:41:42 main:574] : INFO : Epoch 1732 | loss: 0.0311336 | val_loss: 0.0311614 | Time: 2081.77 ms
[2022-04-08 19:41:44 main:574] : INFO : Epoch 1733 | loss: 0.0311298 | val_loss: 0.0311581 | Time: 2048.83 ms
[2022-04-08 19:41:46 main:574] : INFO : Epoch 1734 | loss: 0.0311294 | val_loss: 0.0311588 | Time: 2081.07 ms
[2022-04-08 19:41:48 main:574] : INFO : Epoch 1735 | loss: 0.0311311 | val_loss: 0.0311576 | Time: 2092.07 ms
[2022-04-08 19:41:50 main:574] : INFO : Epoch 1736 | loss: 0.031129 | val_loss: 0.0311568 | Time: 2051.61 ms
[2022-04-08 19:41:52 main:574] : INFO : Epoch 1737 | loss: 0.031132 | val_loss: 0.0311609 | Time: 2083.74 ms
[2022-04-08 19:41:54 main:574] : INFO : Epoch 1738 | loss: 0.0311323 | val_loss: 0.0311623 | Time: 2049.01 ms
[2022-04-08 19:41:57 main:574] : INFO : Epoch 1739 | loss: 0.0311293 | val_loss: 0.0311572 | Time: 2082.75 ms
[2022-04-08 19:41:59 main:574] : INFO : Epoch 1740 | loss: 0.0311284 | val_loss: 0.031159 | Time: 2076.05 ms
[2022-04-08 19:42:01 main:574] : INFO : Epoch 1741 | loss: 0.0311316 | val_loss: 0.0311626 | Time: 2088.99 ms
[2022-04-08 19:42:03 main:574] : INFO : Epoch 1742 | loss: 0.0311295 | val_loss: 0.031157 | Time: 2077.94 ms
[2022-04-08 19:42:05 main:574] : INFO : Epoch 1743 | loss: 0.0311297 | val_loss: 0.0311604 | Time: 2059.74 ms
[2022-04-08 19:42:07 main:574] : INFO : Epoch 1744 | loss: 0.0311301 | val_loss: 0.0311639 | Time: 2090.81 ms
[2022-04-08 19:42:09 main:574] : INFO : Epoch 1745 | loss: 0.0311309 | val_loss: 0.0311608 | Time: 2097.34 ms
[2022-04-08 19:42:11 main:574] : INFO : Epoch 1746 | loss: 0.0311306 | val_loss: 0.0311604 | Time: 2050.55 ms
[2022-04-08 19:42:13 main:574] : INFO : Epoch 1747 | loss: 0.0311296 | val_loss: 0.0311563 | Time: 2076.68 ms
[2022-04-08 19:42:15 main:574] : INFO : Epoch 1748 | loss: 0.0311332 | val_loss: 0.0311559 | Time: 2094.7 ms
[2022-04-08 19:42:17 main:574] : INFO : Epoch 1749 | loss: 0.0311304 | val_loss: 0.0311568 | Time: 2075.41 ms
[2022-04-08 19:42:19 main:574] : INFO : Epoch 1750 | loss: 0.0311314 | val_loss: 0.0311595 | Time: 2081.47 ms
[2022-04-08 19:42:22 main:574] : INFO : Epoch 1751 | loss: 0.0311307 | val_loss: 0.0311583 | Time: 2090.89 ms
[2022-04-08 19:42:24 main:574] : INFO : Epoch 1752 | loss: 0.031132 | val_loss: 0.031164 | Time: 2083.12 ms
[2022-04-08 19:42:26 main:574] : INFO : Epoch 1753 | loss: 0.0311302 | val_loss: 0.0311588 | Time: 2105.16 ms
[2022-04-08 19:42:28 main:574] : INFO : Epoch 1754 | loss: 0.0311271 | val_loss: 0.0311599 | Time: 2092.6 ms
[2022-04-08 19:42:30 main:574] : INFO : Epoch 1755 | loss: 0.0311305 | val_loss: 0.031156 | Time: 2046.48 ms
[2022-04-08 19:42:32 main:574] : INFO : Epoch 1756 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 2083.19 ms
[2022-04-08 19:42:34 main:574] : INFO : Epoch 1757 | loss: 0.0311383 | val_loss: 0.0311571 | Time: 2076.83 ms
[2022-04-08 19:42:36 main:574] : INFO : Epoch 1758 | loss: 0.0311361 | val_loss: 0.031164 | Time: 2072.8 ms
[2022-04-08 19:42:38 main:574] : INFO : Epoch 1759 | loss: 0.031136 | val_loss: 0.0311624 | Time: 2063.54 ms
[2022-04-08 19:42:40 main:574] : INFO : Epoch 1760 | loss: 0.0311377 | val_loss: 0.0311593 | Time: 2084.48 ms
[2022-04-08 19:42:42 main:574] : INFO : Epoch 1761 | loss: 0.031136 | val_loss: 0.031163 | Time: 2061.37 ms
[2022-04-08 19:42:44 main:574] : INFO : Epoch 1762 | loss: 0.0311323 | val_loss: 0.0311581 | Time: 2060 ms
[2022-04-08 19:42:47 main:574] : INFO : Epoch 1763 | loss: 0.0311314 | val_loss: 0.0311602 | Time: 2090.33 ms
[2022-04-08 19:42:49 main:574] : INFO : Epoch 1764 | loss: 0.0311311 | val_loss: 0.0311603 | Time: 2082.16 ms
[2022-04-08 19:42:51 main:574] : INFO : Epoch 1765 | loss: 0.0311358 | val_loss: 0.0311626 | Time: 2079.1 ms
[2022-04-08 19:42:53 main:574] : INFO : Epoch 1766 | loss: 0.0311382 | val_loss: 0.0311589 | Time: 2092.37 ms
[2022-04-08 19:42:55 main:574] : INFO : Epoch 1767 | loss: 0.0311369 | val_loss: 0.0311578 | Time: 2077.96 ms
[2022-04-08 19:42:57 main:574] : INFO : Epoch 1768 | loss: 0.0311374 | val_loss: 0.0311634 | Time: 2068.32 ms
[2022-04-08 19:42:59 main:574] : INFO : Epoch 1769 | loss: 0.031141 | val_loss: 0.0311629 | Time: 2055.5 ms
[2022-04-08 19:43:01 main:574] : INFO : Epoch 1770 | loss: 0.0311385 | val_loss: 0.0311583 | Time: 2101.03 ms
[2022-04-08 19:43:03 main:574] : INFO : Epoch 1771 | loss: 0.0311382 | val_loss: 0.0311587 | Time: 2050.4 ms
[2022-04-08 19:43:05 main:574] : INFO : Epoch 1772 | loss: 0.031137 | val_loss: 0.0311604 | Time: 2068.54 ms
[2022-04-08 19:43:07 main:574] : INFO : Epoch 1773 | loss: 0.03114 | val_loss: 0.0311637 | Time: 2056.6 ms
[2022-04-08 19:43:09 main:574] : INFO : Epoch 1774 | loss: 0.0311371 | val_loss: 0.0311636 | Time: 2088.25 ms
[2022-04-08 19:43:12 main:574] : INFO : Epoch 1775 | loss: 0.0311344 | val_loss: 0.031162 | Time: 2060.87 ms
[2022-04-08 19:43:14 main:574] : INFO : Epoch 1776 | loss: 0.0311358 | val_loss: 0.0311617 | Time: 2058.59 ms
[2022-04-08 19:43:16 main:574] : INFO : Epoch 1777 | loss: 0.0311346 | val_loss: 0.0311564 | Time: 2082.89 ms
[2022-04-08 19:43:18 main:574] : INFO : Epoch 1778 | loss: 0.0311332 | val_loss: 0.0311571 | Time: 2071.56 ms
[2022-04-08 19:43:20 main:574] : INFO : Epoch 1779 | loss: 0.0311326 | val_loss: 0.0311617 | Time: 2052.47 ms
[2022-04-08 19:43:22 main:574] : INFO : Epoch 1780 | loss: 0.031131 | val_loss: 0.0311579 | Time: 2061.45 ms
[2022-04-08 19:43:24 main:574] : INFO : Epoch 1781 | loss: 0.0311308 | val_loss: 0.0311581 | Time: 2071.22 ms
[2022-04-08 19:43:26 main:574] : INFO : Epoch 1782 | loss: 0.03113 | val_loss: 0.0311674 | Time: 2100.05 ms
[2022-04-08 19:43:28 main:574] : INFO : Epoch 1783 | loss: 0.0311336 | val_loss: 0.0311691 | Time: 2075.62 ms
[2022-04-08 19:43:30 main:574] : INFO : Epoch 1784 | loss: 0.031133 | val_loss: 0.0311602 | Time: 2085.28 ms
[2022-04-08 19:43:32 main:574] : INFO : Epoch 1785 | loss: 0.0311286 | val_loss: 0.0311623 | Time: 2052.32 ms
[2022-04-08 19:43:34 main:574] : INFO : Epoch 1786 | loss: 0.0311294 | val_loss: 0.0311605 | Time: 2086.24 ms
[2022-04-08 19:43:37 main:574] : INFO : Epoch 1787 | loss: 0.0311306 | val_loss: 0.0311618 | Time: 2086.6 ms
[2022-04-08 19:43:39 main:574] : INFO : Epoch 1788 | loss: 0.0311295 | val_loss: 0.0311593 | Time: 2074.33 ms
[2022-04-08 19:43:41 main:574] : INFO : Epoch 1789 | loss: 0.0311288 | val_loss: 0.0311668 | Time: 2073.88 ms
[2022-04-08 19:43:43 main:574] : INFO : Epoch 1790 | loss: 0.031129 | val_loss: 0.03116 | Time: 2084.9 ms
[2022-04-08 19:43:45 main:574] : INFO : Epoch 1791 | loss: 0.03114 | val_loss: 0.0311579 | Time: 2043.5 ms
[2022-04-08 19:43:47 main:574] : INFO : Epoch 1792 | loss: 0.0311402 | val_loss: 0.0311588 | Time: 2075.12 ms
[2022-04-08 19:43:49 main:574] : INFO : Epoch 1793 | loss: 0.0311381 | val_loss: 0.0311653 | Time: 2075.61 ms
[2022-04-08 19:43:51 main:574] : INFO : Epoch 1794 | loss: 0.0311393 | val_loss: 0.0311607 | Time: 2090.49 ms
[2022-04-08 19:43:53 main:574] : INFO : Epoch 1795 | loss: 0.0311361 | val_loss: 0.0311614 | Time: 2068.11 ms
[2022-04-08 19:43:55 main:574] : INFO : Epoch 1796 | loss: 0.0311348 | val_loss: 0.0311572 | Time: 2036.81 ms
[2022-04-08 19:43:57 main:574] : INFO : Epoch 1797 | loss: 0.0311341 | val_loss: 0.0311605 | Time: 2066.38 ms
[2022-04-08 19:43:59 main:574] : INFO : Epoch 1798 | loss: 0.0311326 | val_loss: 0.031163 | Time: 2074.36 ms
[2022-04-08 19:44:01 main:574] : INFO : Epoch 1799 | loss: 0.0311324 | val_loss: 0.0311606 | Time: 2032.1 ms
[2022-04-08 19:44:04 main:574] : INFO : Epoch 1800 | loss: 0.0311353 | val_loss: 0.031161 | Time: 2055.95 ms
[2022-04-08 19:44:06 main:574] : INFO : Epoch 1801 | loss: 0.0311333 | val_loss: 0.0311623 | Time: 2066.25 ms
[2022-04-08 19:44:08 main:574] : INFO : Epoch 1802 | loss: 0.0311329 | val_loss: 0.0311609 | Time: 2061.14 ms
[2022-04-08 19:44:10 main:574] : INFO : Epoch 1803 | loss: 0.0311345 | val_loss: 0.0311603 | Time: 2062.16 ms
[2022-04-08 19:44:12 main:574] : INFO : Epoch 1804 | loss: 0.0311332 | val_loss: 0.0311631 | Time: 2033.15 ms
[2022-04-08 19:44:14 main:574] : INFO : Epoch 1805 | loss: 0.0311338 | val_loss: 0.0311622 | Time: 2099.56 ms
[2022-04-08 19:44:16 main:574] : INFO : Epoch 1806 | loss: 0.0311347 | val_loss: 0.0311675 | Time: 2082.78 ms
[2022-04-08 19:44:18 main:574] : INFO : Epoch 1807 | loss: 0.0311363 | val_loss: 0.0311636 | Time: 2066.73 ms
[2022-04-08 19:44:20 main:574] : INFO : Epoch 1808 | loss: 0.0311345 | val_loss: 0.0311632 | Time: 2073.96 ms
[2022-04-08 19:44:22 main:574] : INFO : Epoch 1809 | loss: 0.0311331 | val_loss: 0.0311618 | Time: 2065.75 ms
[2022-04-08 19:44:24 main:574] : INFO : Epoch 1810 | loss: 0.0311362 | val_loss: 0.0311717 | Time: 2055.46 ms
[2022-04-08 19:44:26 main:574] : INFO : Epoch 1811 | loss: 0.0311321 | val_loss: 0.0311631 | Time: 2098.59 ms
[2022-04-08 19:44:28 main:574] : INFO : Epoch 1812 | loss: 0.0311331 | val_loss: 0.0311643 | Time: 2071.24 ms
[2022-04-08 19:44:31 main:574] : INFO : Epoch 1813 | loss: 0.0311375 | val_loss: 0.0311657 | Time: 2089.36 ms
[2022-04-08 19:44:33 main:574] : INFO : Epoch 1814 | loss: 0.0311356 | val_loss: 0.0311614 | Time: 2063.44 ms
[2022-04-08 19:44:35 main:574] : INFO : Epoch 1815 | loss: 0.031135 | val_loss: 0.0311618 | Time: 2123.03 ms
[2022-04-08 19:44:37 main:574] : INFO : Epoch 1816 | loss: 0.0311339 | val_loss: 0.031163 | Time: 2073.74 ms
[2022-04-08 19:44:39 main:574] : INFO : Epoch 1817 | loss: 0.0311331 | val_loss: 0.031165 | Time: 2069.73 ms
[2022-04-08 19:44:41 main:574] : INFO : Epoch 1818 | loss: 0.0311333 | val_loss: 0.031161 | Time: 2068.86 ms
[2022-04-08 19:44:43 main:574] : INFO : Epoch 1819 | loss: 0.0311391 | val_loss: 0.0311609 | Time: 2102.23 ms
[2022-04-08 19:44:45 main:574] : INFO : Epoch 1820 | loss: 0.031138 | val_loss: 0.0311622 | Time: 2075.54 ms
[2022-04-08 19:44:47 main:574] : INFO : Epoch 1821 | loss: 0.031135 | val_loss: 0.0311604 | Time: 2068.67 ms
[2022-04-08 19:44:49 main:574] : INFO : Epoch 1822 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 2107.55 ms
[2022-04-08 19:44:51 main:574] : INFO : Epoch 1823 | loss: 0.0311372 | val_loss: 0.0311628 | Time: 2062.68 ms
[2022-04-08 19:44:54 main:574] : INFO : Epoch 1824 | loss: 0.0311351 | val_loss: 0.0311705 | Time: 2083.14 ms
[2022-04-08 19:44:56 main:574] : INFO : Epoch 1825 | loss: 0.031134 | val_loss: 0.0311633 | Time: 2080.26 ms
[2022-04-08 19:44:58 main:574] : INFO : Epoch 1826 | loss: 0.0311325 | val_loss: 0.031164 | Time: 2057.24 ms
[2022-04-08 19:45:00 main:574] : INFO : Epoch 1827 | loss: 0.0311323 | val_loss: 0.0311632 | Time: 2104.97 ms
[2022-04-08 19:45:02 main:574] : INFO : Epoch 1828 | loss: 0.0311327 | val_loss: 0.0311604 | Time: 2091.84 ms
[2022-04-08 19:45:04 main:574] : INFO : Epoch 1829 | loss: 0.0311345 | val_loss: 0.0311613 | Time: 2108.78 ms
[2022-04-08 19:45:06 main:574] : INFO : Epoch 1830 | loss: 0.0311323 | val_loss: 0.0311613 | Time: 2076.82 ms
[2022-04-08 19:45:08 main:574] : INFO : Epoch 1831 | loss: 0.0311318 | val_loss: 0.031161 | Time: 2066.79 ms
[2022-04-08 19:45:10 main:574] : INFO : Epoch 1832 | loss: 0.0311318 | val_loss: 0.0311575 | Time: 2087.21 ms
[2022-04-08 19:45:12 main:574] : INFO : Epoch 1833 | loss: 0.0311336 | val_loss: 0.0311621 | Time: 2062.87 ms
[2022-04-08 19:45:14 main:574] : INFO : Epoch 1834 | loss: 0.0311321 | val_loss: 0.0311592 | Time: 2044.41 ms
[2022-04-08 19:45:16 main:574] : INFO : Epoch 1835 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 2083.39 ms
[2022-04-08 19:45:19 main:574] : INFO : Epoch 1836 | loss: 0.031131 | val_loss: 0.031168 | Time: 2097.61 ms
[2022-04-08 19:45:21 main:574] : INFO : Epoch 1837 | loss: 0.0311305 | val_loss: 0.031158 | Time: 2115.41 ms
[2022-04-08 19:45:23 main:574] : INFO : Epoch 1838 | loss: 0.0311273 | val_loss: 0.0311585 | Time: 2098.79 ms
[2022-04-08 19:45:25 main:574] : INFO : Epoch 1839 | loss: 0.0311307 | val_loss: 0.0311615 | Time: 2060.77 ms
[2022-04-08 19:45:27 main:574] : INFO : Epoch 1840 | loss: 0.0311379 | val_loss: 0.0311621 | Time: 2047.38 ms
[2022-04-08 19:45:29 main:574] : INFO : Epoch 1841 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 2075.6 ms
[2022-04-08 19:45:31 main:574] : INFO : Epoch 1842 | loss: 0.0311455 | val_loss: 0.0311636 | Time: 2075.19 ms
[2022-04-08 19:45:33 main:574] : INFO : Epoch 1843 | loss: 0.031147 | val_loss: 0.0311667 | Time: 2083.73 ms
[2022-04-08 19:45:35 main:574] : INFO : Epoch 1844 | loss: 0.0311474 | val_loss: 0.0311656 | Time: 2073.12 ms
[2022-04-08 19:45:37 main:574] : INFO : Epoch 1845 | loss: 0.0311443 | val_loss: 0.0311607 | Time: 2072.36 ms
[2022-04-08 19:45:39 main:574] : INFO : Epoch 1846 | loss: 0.0311431 | val_loss: 0.031165 | Time: 2070.16 ms
[2022-04-08 19:45:41 main:574] : INFO : Epoch 1847 | loss: 0.0311415 | val_loss: 0.0311587 | Time: 2057.3 ms
[2022-04-08 19:45:44 main:574] : INFO : Epoch 1848 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 2098.5 ms
[2022-04-08 19:45:46 main:574] : INFO : Epoch 1849 | loss: 0.0311388 | val_loss: 0.0311598 | Time: 2088.4 ms
[2022-04-08 19:45:48 main:574] : INFO : Epoch 1850 | loss: 0.0311366 | val_loss: 0.0311602 | Time: 2068.84 ms
[2022-04-08 19:45:50 main:574] : INFO : Epoch 1851 | loss: 0.0311373 | val_loss: 0.0311596 | Time: 2081.73 ms
[2022-04-08 19:45:52 main:574] : INFO : Epoch 1852 | loss: 0.0311329 | val_loss: 0.0311551 | Time: 2066.33 ms
[2022-04-08 19:45:54 main:574] : INFO : Epoch 1853 | loss: 0.031131 | val_loss: 0.0311572 | Time: 2108.42 ms
[2022-04-08 19:45:56 main:574] : INFO : Epoch 1854 | loss: 0.0311309 | val_loss: 0.0311582 | Time: 2065.66 ms
[2022-04-08 19:45:58 main:574] : INFO : Epoch 1855 | loss: 0.0311312 | val_loss: 0.0311578 | Time: 2083.87 ms
[2022-04-08 19:46:00 main:574] : INFO : Epoch 1856 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 2088.97 ms
[2022-04-08 19:46:02 main:574] : INFO : Epoch 1857 | loss: 0.0311334 | val_loss: 0.0311648 | Time: 2086.88 ms
[2022-04-08 19:46:04 main:574] : INFO : Epoch 1858 | loss: 0.0311301 | val_loss: 0.0311562 | Time: 2086.32 ms
[2022-04-08 19:46:06 main:574] : INFO : Epoch 1859 | loss: 0.0311294 | val_loss: 0.0311555 | Time: 2057.3 ms
[2022-04-08 19:46:09 main:574] : INFO : Epoch 1860 | loss: 0.0311335 | val_loss: 0.0311665 | Time: 2082.28 ms
[2022-04-08 19:46:11 main:574] : INFO : Epoch 1861 | loss: 0.031133 | val_loss: 0.0311639 | Time: 2080.16 ms
[2022-04-08 19:46:13 main:574] : INFO : Epoch 1862 | loss: 0.0311346 | val_loss: 0.0311639 | Time: 2088.16 ms
[2022-04-08 19:46:15 main:574] : INFO : Epoch 1863 | loss: 0.0311311 | val_loss: 0.0311572 | Time: 2086.53 ms
[2022-04-08 19:46:17 main:574] : INFO : Epoch 1864 | loss: 0.0311287 | val_loss: 0.0311562 | Time: 2090.16 ms
[2022-04-08 19:46:19 main:574] : INFO : Epoch 1865 | loss: 0.0311287 | val_loss: 0.0311599 | Time: 2052.54 ms
[2022-04-08 19:46:21 main:574] : INFO : Epoch 1866 | loss: 0.0311286 | val_loss: 0.0311605 | Time: 2081.41 ms
[2022-04-08 19:46:23 main:574] : INFO : Epoch 1867 | loss: 0.0311329 | val_loss: 0.0311596 | Time: 2086.71 ms
[2022-04-08 19:46:25 main:574] : INFO : Epoch 1868 | loss: 0.0311303 | val_loss: 0.0311622 | Time: 2088.31 ms
[2022-04-08 19:46:27 main:574] : INFO : Epoch 1869 | loss: 0.031129 | val_loss: 0.0311591 | Time: 2047.73 ms
[2022-04-08 19:46:29 main:574] : INFO : Epoch 1870 | loss: 0.0311275 | val_loss: 0.031162 | Time: 2051.4 ms
[2022-04-08 19:46:32 main:574] : INFO : Epoch 1871 | loss: 0.031127 | val_loss: 0.0311621 | Time: 2116.23 ms
[2022-04-08 19:46:34 main:574] : INFO : Epoch 1872 | loss: 0.0311281 | val_loss: 0.0311574 | Time: 2100.13 ms
[2022-04-08 19:46:36 main:574] : INFO : Epoch 1873 | loss: 0.0311296 | val_loss: 0.0311623 | Time: 2098.77 ms
[2022-04-08 19:46:38 main:574] : INFO : Epoch 1874 | loss: 0.0311322 | val_loss: 0.0311614 | Time: 2104.01 ms
[2022-04-08 19:46:40 main:574] : INFO : Epoch 1875 | loss: 0.0311302 | val_loss: 0.0311536 | Time: 2118.42 ms
[2022-04-08 19:46:42 main:574] : INFO : Epoch 1876 | loss: 0.0311286 | val_loss: 0.0311621 | Time: 2068.51 ms
[2022-04-08 19:46:44 main:574] : INFO : Epoch 1877 | loss: 0.0311315 | val_loss: 0.0311566 | Time: 2078.86 ms
[2022-04-08 19:46:46 main:574] : INFO : Epoch 1878 | loss: 0.0311405 | val_loss: 0.0311542 | Time: 2051.03 ms
[2022-04-08 19:46:48 main:574] : INFO : Epoch 1879 | loss: 0.0311376 | val_loss: 0.0311555 | Time: 2054.87 ms
[2022-04-08 19:46:50 main:574] : INFO : Epoch 1880 | loss: 0.0311329 | val_loss: 0.0311535 | Time: 2062.01 ms
[2022-04-08 19:46:52 main:574] : INFO : Epoch 1881 | loss: 0.0311304 | val_loss: 0.0311609 | Time: 2080.19 ms
[2022-04-08 19:46:54 main:574] : INFO : Epoch 1882 | loss: 0.0311308 | val_loss: 0.0311534 | Time: 2070.45 ms
[2022-04-08 19:46:56 main:574] : INFO : Epoch 1883 | loss: 0.0311327 | val_loss: 0.0311552 | Time: 2055.43 ms
[2022-04-08 19:46:59 main:574] : INFO : Epoch 1884 | loss: 0.0311319 | val_loss: 0.0311548 | Time: 2058.61 ms
[2022-04-08 19:47:01 main:574] : INFO : Epoch 1885 | loss: 0.0311288 | val_loss: 0.0311538 | Time: 2081.98 ms
[2022-04-08 19:47:03 main:574] : INFO : Epoch 1886 | loss: 0.0311288 | val_loss: 0.0311547 | Time: 2121.14 ms
[2022-04-08 19:47:05 main:574] : INFO : Epoch 1887 | loss: 0.0311275 | val_loss: 0.0311581 | Time: 2112.12 ms
[2022-04-08 19:47:07 main:574] : INFO : Epoch 1888 | loss: 0.0311282 | val_loss: 0.0311551 | Time: 2080.75 ms
[2022-04-08 19:47:09 main:574] : INFO : Epoch 1889 | loss: 0.031128 | val_loss: 0.0311553 | Time: 2112.6 ms
[2022-04-08 19:47:11 main:574] : INFO : Epoch 1890 | loss: 0.0311288 | val_loss: 0.0311575 | Time: 2103.46 ms
[2022-04-08 19:47:13 main:574] : INFO : Epoch 1891 | loss: 0.0311282 | val_loss: 0.0311571 | Time: 2099.23 ms
[2022-04-08 19:47:15 main:574] : INFO : Epoch 1892 | loss: 0.0311303 | val_loss: 0.0311549 | Time: 2080.94 ms
[2022-04-08 19:47:17 main:574] : INFO : Epoch 1893 | loss: 0.03113 | val_loss: 0.0311581 | Time: 2091.87 ms
[2022-04-08 19:47:20 main:574] : INFO : Epoch 1894 | loss: 0.0311293 | val_loss: 0.0311527 | Time: 2072.54 ms
[2022-04-08 19:47:22 main:574] : INFO : Epoch 1895 | loss: 0.03113 | val_loss: 0.0311572 | Time: 2068.82 ms
[2022-04-08 19:47:24 main:574] : INFO : Epoch 1896 | loss: 0.0311284 | val_loss: 0.031158 | Time: 2098.39 ms
[2022-04-08 19:47:26 main:574] : INFO : Epoch 1897 | loss: 0.0311292 | val_loss: 0.0311564 | Time: 2080.83 ms
[2022-04-08 19:47:28 main:574] : INFO : Epoch 1898 | loss: 0.0311286 | val_loss: 0.0311635 | Time: 2096.27 ms
[2022-04-08 19:47:30 main:574] : INFO : Epoch 1899 | loss: 0.0311335 | val_loss: 0.0311593 | Time: 2073.33 ms
[2022-04-08 19:47:32 main:574] : INFO : Epoch 1900 | loss: 0.031131 | val_loss: 0.0311667 | Time: 2058.11 ms
[2022-04-08 19:47:34 main:574] : INFO : Epoch 1901 | loss: 0.0311321 | val_loss: 0.0311706 | Time: 2104.5 ms
[2022-04-08 19:47:36 main:574] : INFO : Epoch 1902 | loss: 0.0311302 | val_loss: 0.0311636 | Time: 2090.92 ms
[2022-04-08 19:47:38 main:574] : INFO : Epoch 1903 | loss: 0.0311286 | val_loss: 0.0311605 | Time: 2066.4 ms
[2022-04-08 19:47:40 main:574] : INFO : Epoch 1904 | loss: 0.0311278 | val_loss: 0.0311606 | Time: 2089.32 ms
[2022-04-08 19:47:43 main:574] : INFO : Epoch 1905 | loss: 0.0311282 | val_loss: 0.0311577 | Time: 2080.15 ms
[2022-04-08 19:47:45 main:574] : INFO : Epoch 1906 | loss: 0.0311302 | val_loss: 0.031159 | Time: 2089.16 ms
[2022-04-08 19:47:47 main:574] : INFO : Epoch 1907 | loss: 0.0311308 | val_loss: 0.0311575 | Time: 2079.15 ms
[2022-04-08 19:47:49 main:574] : INFO : Epoch 1908 | loss: 0.0311298 | val_loss: 0.0311571 | Time: 2093.78 ms
[2022-04-08 19:47:51 main:574] : INFO : Epoch 1909 | loss: 0.0311296 | val_loss: 0.0311639 | Time: 2069.85 ms
[2022-04-08 19:47:53 main:574] : INFO : Epoch 1910 | loss: 0.0311345 | val_loss: 0.0311629 | Time: 2084.06 ms
[2022-04-08 19:47:55 main:574] : INFO : Epoch 1911 | loss: 0.0311302 | val_loss: 0.0311604 | Time: 2079.74 ms
[2022-04-08 19:47:57 main:574] : INFO : Epoch 1912 | loss: 0.0311279 | val_loss: 0.0311582 | Time: 2106.41 ms
[2022-04-08 19:47:59 main:574] : INFO : Epoch 1913 | loss: 0.0311271 | val_loss: 0.0311621 | Time: 2091.68 ms
[2022-04-08 19:48:01 main:574] : INFO : Epoch 1914 | loss: 0.0311282 | val_loss: 0.0311663 | Time: 2099.76 ms
[2022-04-08 19:48:04 main:574] : INFO : Epoch 1915 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 2124.27 ms
[2022-04-08 19:48:06 main:574] : INFO : Epoch 1916 | loss: 0.0311268 | val_loss: 0.0311613 | Time: 2081.97 ms
[2022-04-08 19:48:08 main:574] : INFO : Epoch 1917 | loss: 0.0311285 | val_loss: 0.0311577 | Time: 2069.81 ms
[2022-04-08 19:48:10 main:574] : INFO : Epoch 1918 | loss: 0.0311285 | val_loss: 0.0311599 | Time: 2084.58 ms
[2022-04-08 19:48:12 main:574] : INFO : Epoch 1919 | loss: 0.0311265 | val_loss: 0.0311615 | Time: 2098.46 ms
[2022-04-08 19:48:14 main:574] : INFO : Epoch 1920 | loss: 0.0311256 | val_loss: 0.031161 | Time: 2085.53 ms
[2022-04-08 19:48:16 main:574] : INFO : Epoch 1921 | loss: 0.031126 | val_loss: 0.0311588 | Time: 2086.99 ms
[2022-04-08 19:48:18 main:574] : INFO : Epoch 1922 | loss: 0.0311279 | val_loss: 0.0311703 | Time: 2045.04 ms
[2022-04-08 19:48:20 main:574] : INFO : Epoch 1923 | loss: 0.0311297 | val_loss: 0.031161 | Time: 2083.52 ms
[2022-04-08 19:48:22 main:574] : INFO : Epoch 1924 | loss: 0.0311262 | val_loss: 0.0311579 | Time: 2072 ms
[2022-04-08 19:48:24 main:574] : INFO : Epoch 1925 | loss: 0.0311256 | val_loss: 0.0311623 | Time: 2062.65 ms
[2022-04-08 19:48:26 main:574] : INFO : Epoch 1926 | loss: 0.0311268 | val_loss: 0.0311617 | Time: 2091.92 ms
[2022-04-08 19:48:29 main:574] : INFO : Epoch 1927 | loss: 0.0311293 | val_loss: 0.0311592 | Time: 2054.32 ms
[2022-04-08 19:48:31 main:574] : INFO : Epoch 1928 | loss: 0.0311292 | val_loss: 0.0311543 | Time: 2074.84 ms
[2022-04-08 19:48:33 main:574] : INFO : Epoch 1929 | loss: 0.0311319 | val_loss: 0.031156 | Time: 2108.75 ms
[2022-04-08 19:48:35 main:574] : INFO : Epoch 1930 | loss: 0.0311369 | val_loss: 0.031156 | Time: 2085.14 ms
[2022-04-08 19:48:37 main:574] : INFO : Epoch 1931 | loss: 0.0311367 | val_loss: 0.0311548 | Time: 2114.41 ms
[2022-04-08 19:48:39 main:574] : INFO : Epoch 1932 | loss: 0.0311341 | val_loss: 0.0311558 | Time: 2113.8 ms
[2022-04-08 19:48:41 main:574] : INFO : Epoch 1933 | loss: 0.0311322 | val_loss: 0.0311577 | Time: 2053.92 ms
[2022-04-08 19:48:43 main:574] : INFO : Epoch 1934 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 2069.33 ms
[2022-04-08 19:48:45 main:574] : INFO : Epoch 1935 | loss: 0.0311331 | val_loss: 0.0311608 | Time: 2081.59 ms
[2022-04-08 19:48:47 main:574] : INFO : Epoch 1936 | loss: 0.0311346 | val_loss: 0.0311521 | Time: 2098.11 ms
[2022-04-08 19:48:49 main:574] : INFO : Epoch 1937 | loss: 0.0311355 | val_loss: 0.0311566 | Time: 2075.52 ms
[2022-04-08 19:48:52 main:574] : INFO : Epoch 1938 | loss: 0.0311349 | val_loss: 0.0311617 | Time: 2098.13 ms
[2022-04-08 19:48:54 main:574] : INFO : Epoch 1939 | loss: 0.0311309 | val_loss: 0.0311576 | Time: 2064.75 ms
[2022-04-08 19:48:56 main:574] : INFO : Epoch 1940 | loss: 0.0311313 | val_loss: 0.0311624 | Time: 2110.79 ms
[2022-04-08 19:48:58 main:574] : INFO : Epoch 1941 | loss: 0.0311288 | val_loss: 0.0311655 | Time: 2102.05 ms
[2022-04-08 19:49:00 main:574] : INFO : Epoch 1942 | loss: 0.0311328 | val_loss: 0.031159 | Time: 2113.92 ms
[2022-04-08 19:49:02 main:574] : INFO : Epoch 1943 | loss: 0.0311331 | val_loss: 0.0311557 | Time: 2086.67 ms
[2022-04-08 19:49:04 main:574] : INFO : Epoch 1944 | loss: 0.0311304 | val_loss: 0.0311545 | Time: 2083.57 ms
[2022-04-08 19:49:06 main:574] : INFO : Epoch 1945 | loss: 0.0311282 | val_loss: 0.0311562 | Time: 2113.54 ms
[2022-04-08 19:49:08 main:574] : INFO : Epoch 1946 | loss: 0.0311284 | val_loss: 0.0311517 | Time: 2072.1 ms
[2022-04-08 19:49:10 main:574] : INFO : Epoch 1947 | loss: 0.0311318 | val_loss: 0.0311537 | Time: 2081.42 ms
[2022-04-08 19:49:13 main:574] : INFO : Epoch 1948 | loss: 0.0311311 | val_loss: 0.0311569 | Time: 2067.06 ms
[2022-04-08 19:49:15 main:574] : INFO : Epoch 1949 | loss: 0.0311289 | val_loss: 0.0311561 | Time: 2087.4 ms
[2022-04-08 19:49:17 main:574] : INFO : Epoch 1950 | loss: 0.0311283 | val_loss: 0.0311563 | Time: 2079.57 ms
[2022-04-08 19:49:19 main:574] : INFO : Epoch 1951 | loss: 0.0311295 | val_loss: 0.0311567 | Time: 2063.99 ms
[2022-04-08 19:49:21 main:574] : INFO : Epoch 1952 | loss: 0.0311341 | val_loss: 0.0311585 | Time: 2113.57 ms
[2022-04-08 19:49:23 main:574] : INFO : Epoch 1953 | loss: 0.0311332 | val_loss: 0.0311558 | Time: 2104.94 ms
[2022-04-08 19:49:25 main:574] : INFO : Epoch 1954 | loss: 0.0311326 | val_loss: 0.0311598 | Time: 2089.98 ms
[2022-04-08 19:49:27 main:574] : INFO : Epoch 1955 | loss: 0.0311304 | val_loss: 0.0311618 | Time: 2108.73 ms
[2022-04-08 19:49:29 main:574] : INFO : Epoch 1956 | loss: 0.0311327 | val_loss: 0.0311566 | Time: 2083.65 ms
[2022-04-08 19:49:31 main:574] : INFO : Epoch 1957 | loss: 0.0311317 | val_loss: 0.0311611 | Time: 2089.02 ms
[2022-04-08 19:49:34 main:574] : INFO : Epoch 1958 | loss: 0.0311303 | val_loss: 0.0311562 | Time: 2099.95 ms
[2022-04-08 19:49:36 main:574] : INFO : Epoch 1959 | loss: 0.0311287 | val_loss: 0.0311643 | Time: 2087.09 ms
[2022-04-08 19:49:38 main:574] : INFO : Epoch 1960 | loss: 0.0311276 | val_loss: 0.0311612 | Time: 2055.25 ms
[2022-04-08 19:49:40 main:574] : INFO : Epoch 1961 | loss: 0.031131 | val_loss: 0.0311611 | Time: 2067.4 ms
[2022-04-08 19:49:42 main:574] : INFO : Epoch 1962 | loss: 0.0311349 | val_loss: 0.0311593 | Time: 2114.89 ms
[2022-04-08 19:49:44 main:574] : INFO : Epoch 1963 | loss: 0.0311363 | val_loss: 0.0311596 | Time: 2084.2 ms
[2022-04-08 19:49:46 main:574] : INFO : Epoch 1964 | loss: 0.0311376 | val_loss: 0.0311578 | Time: 2074.73 ms
[2022-04-08 19:49:48 main:574] : INFO : Epoch 1965 | loss: 0.0311335 | val_loss: 0.0311595 | Time: 2073.03 ms
[2022-04-08 19:49:50 main:574] : INFO : Epoch 1966 | loss: 0.0311332 | val_loss: 0.0311628 | Time: 2074.23 ms
[2022-04-08 19:49:52 main:574] : INFO : Epoch 1967 | loss: 0.0311354 | val_loss: 0.0311582 | Time: 2073.31 ms
[2022-04-08 19:49:54 main:574] : INFO : Epoch 1968 | loss: 0.0311323 | val_loss: 0.031162 | Time: 2080.87 ms
[2022-04-08 19:49:56 main:574] : INFO : Epoch 1969 | loss: 0.0311318 | val_loss: 0.0311626 | Time: 2079.73 ms
[2022-04-08 19:49:59 main:574] : INFO : Epoch 1970 | loss: 0.0311342 | val_loss: 0.0311575 | Time: 2073.4 ms
[2022-04-08 19:50:01 main:574] : INFO : Epoch 1971 | loss: 0.0311288 | val_loss: 0.031159 | Time: 2062.45 ms
[2022-04-08 19:50:03 main:574] : INFO : Epoch 1972 | loss: 0.0311276 | val_loss: 0.0311553 | Time: 2076.62 ms
[2022-04-08 19:50:05 main:574] : INFO : Epoch 1973 | loss: 0.0311281 | val_loss: 0.0311563 | Time: 2078.28 ms
[2022-04-08 19:50:07 main:574] : INFO : Epoch 1974 | loss: 0.0311339 | val_loss: 0.0311589 | Time: 2092.48 ms
[2022-04-08 19:50:09 main:574] : INFO : Epoch 1975 | loss: 0.0311373 | val_loss: 0.0311638 | Time: 2085.01 ms
[2022-04-08 19:50:11 main:574] : INFO : Epoch 1976 | loss: 0.0311374 | val_loss: 0.0311555 | Time: 2084.2 ms
[2022-04-08 19:50:13 main:574] : INFO : Epoch 1977 | loss: 0.0311328 | val_loss: 0.0311616 | Time: 2071.39 ms
[2022-04-08 19:50:15 main:574] : INFO : Epoch 1978 | loss: 0.031131 | val_loss: 0.0311561 | Time: 2034.51 ms
[2022-04-08 19:50:17 main:574] : INFO : Epoch 1979 | loss: 0.0311302 | val_loss: 0.0311539 | Time: 2079.28 ms
[2022-04-08 19:50:19 main:574] : INFO : Epoch 1980 | loss: 0.0311315 | val_loss: 0.0311557 | Time: 2088.15 ms
[2022-04-08 19:50:21 main:574] : INFO : Epoch 1981 | loss: 0.0311312 | val_loss: 0.0311536 | Time: 2065.58 ms
[2022-04-08 19:50:24 main:574] : INFO : Epoch 1982 | loss: 0.0311307 | val_loss: 0.0311514 | Time: 2102.85 ms
[2022-04-08 19:50:26 main:574] : INFO : Epoch 1983 | loss: 0.0311329 | val_loss: 0.0311628 | Time: 2108.97 ms
[2022-04-08 19:50:28 main:574] : INFO : Epoch 1984 | loss: 0.0311317 | val_loss: 0.0311565 | Time: 2096.89 ms
[2022-04-08 19:50:30 main:574] : INFO : Epoch 1985 | loss: 0.0311443 | val_loss: 0.0311651 | Time: 2078.99 ms
[2022-04-08 19:50:32 main:574] : INFO : Epoch 1986 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 2093.64 ms
[2022-04-08 19:50:34 main:574] : INFO : Epoch 1987 | loss: 0.0311438 | val_loss: 0.0311611 | Time: 2077.72 ms
[2022-04-08 19:50:36 main:574] : INFO : Epoch 1988 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 2063.81 ms
[2022-04-08 19:50:38 main:574] : INFO : Epoch 1989 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 2069.78 ms
[2022-04-08 19:50:40 main:574] : INFO : Epoch 1990 | loss: 0.0311416 | val_loss: 0.0311641 | Time: 2066.32 ms
[2022-04-08 19:50:42 main:574] : INFO : Epoch 1991 | loss: 0.0311394 | val_loss: 0.0311601 | Time: 2056.16 ms
[2022-04-08 19:50:44 main:574] : INFO : Epoch 1992 | loss: 0.0311388 | val_loss: 0.0311614 | Time: 2046.29 ms
[2022-04-08 19:50:46 main:574] : INFO : Epoch 1993 | loss: 0.0311404 | val_loss: 0.031157 | Time: 2082.31 ms
[2022-04-08 19:50:49 main:574] : INFO : Epoch 1994 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 2074.14 ms
[2022-04-08 19:50:51 main:574] : INFO : Epoch 1995 | loss: 0.0311385 | val_loss: 0.0311634 | Time: 2055.36 ms
[2022-04-08 19:50:53 main:574] : INFO : Epoch 1996 | loss: 0.031143 | val_loss: 0.031168 | Time: 2071.15 ms
[2022-04-08 19:50:55 main:574] : INFO : Epoch 1997 | loss: 0.031146 | val_loss: 0.0311653 | Time: 2048.7 ms
[2022-04-08 19:50:57 main:574] : INFO : Epoch 1998 | loss: 0.0311459 | val_loss: 0.0311684 | Time: 2080.06 ms
[2022-04-08 19:50:59 main:574] : INFO : Epoch 1999 | loss: 0.0311416 | val_loss: 0.0311614 | Time: 2063.15 ms
[2022-04-08 19:51:01 main:574] : INFO : Epoch 2000 | loss: 0.0311353 | val_loss: 0.0311614 | Time: 2106.14 ms
[2022-04-08 19:51:03 main:574] : INFO : Epoch 2001 | loss: 0.0311347 | val_loss: 0.0311571 | Time: 2070.75 ms
[2022-04-08 19:51:05 main:574] : INFO : Epoch 2002 | loss: 0.0311337 | val_loss: 0.0311563 | Time: 2071.32 ms
[2022-04-08 19:51:07 main:574] : INFO : Epoch 2003 | loss: 0.0311335 | val_loss: 0.0311596 | Time: 2072.25 ms
[2022-04-08 19:51:09 main:574] : INFO : Epoch 2004 | loss: 0.0311344 | val_loss: 0.031156 | Time: 2057.23 ms
[2022-04-08 19:51:11 main:574] : INFO : Epoch 2005 | loss: 0.0311358 | val_loss: 0.0311621 | Time: 2067.52 ms
[2022-04-08 19:51:14 main:574] : INFO : Epoch 2006 | loss: 0.0311411 | val_loss: 0.0311631 | Time: 2083.39 ms
[2022-04-08 19:51:16 main:574] : INFO : Epoch 2007 | loss: 0.031141 | val_loss: 0.0311664 | Time: 2087.28 ms
[2022-04-08 19:51:18 main:574] : INFO : Epoch 2008 | loss: 0.0311381 | val_loss: 0.031158 | Time: 2048.06 ms
[2022-04-08 19:51:20 main:574] : INFO : Epoch 2009 | loss: 0.0311389 | val_loss: 0.0311629 | Time: 2087.49 ms
[2022-04-08 19:51:22 main:574] : INFO : Epoch 2010 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 2081.94 ms
[2022-04-08 19:51:24 main:574] : INFO : Epoch 2011 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 2090.26 ms
[2022-04-08 19:51:26 main:574] : INFO : Epoch 2012 | loss: 0.0311402 | val_loss: 0.0311551 | Time: 2087.53 ms
[2022-04-08 19:51:28 main:574] : INFO : Epoch 2013 | loss: 0.0311381 | val_loss: 0.0311596 | Time: 2064.97 ms
[2022-04-08 19:51:30 main:574] : INFO : Epoch 2014 | loss: 0.0311382 | val_loss: 0.0311533 | Time: 2042.65 ms
[2022-04-08 19:51:32 main:574] : INFO : Epoch 2015 | loss: 0.0311394 | val_loss: 0.0311576 | Time: 2050.19 ms
[2022-04-08 19:51:34 main:574] : INFO : Epoch 2016 | loss: 0.0311378 | val_loss: 0.0311508 | Time: 2075.37 ms
[2022-04-08 19:51:36 main:574] : INFO : Epoch 2017 | loss: 0.0311379 | val_loss: 0.0311503 | Time: 2060.25 ms
[2022-04-08 19:51:39 main:574] : INFO : Epoch 2018 | loss: 0.0311358 | val_loss: 0.0311492 | Time: 2103.11 ms
[2022-04-08 19:51:41 main:574] : INFO : Epoch 2019 | loss: 0.0311342 | val_loss: 0.0311525 | Time: 2069.44 ms
[2022-04-08 19:51:43 main:574] : INFO : Epoch 2020 | loss: 0.0311354 | val_loss: 0.0311556 | Time: 2067.9 ms
[2022-04-08 19:51:45 main:574] : INFO : Epoch 2021 | loss: 0.0311354 | val_loss: 0.0311525 | Time: 2070.62 ms
[2022-04-08 19:51:47 main:574] : INFO : Epoch 2022 | loss: 0.0311359 | val_loss: 0.0311527 | Time: 2095.53 ms
[2022-04-08 19:51:49 main:574] : INFO : Epoch 2023 | loss: 0.0311361 | val_loss: 0.031153 | Time: 2078.91 ms
[2022-04-08 19:51:51 main:574] : INFO : Epoch 2024 | loss: 0.0311343 | val_loss: 0.0311538 | Time: 2099.42 ms
[2022-04-08 19:51:53 main:574] : INFO : Epoch 2025 | loss: 0.0311353 | val_loss: 0.0311511 | Time: 2047.27 ms
[2022-04-08 19:51:55 main:574] : INFO : Epoch 2026 | loss: 0.031139 | val_loss: 0.0311545 | Time: 2061.95 ms
[2022-04-08 19:51:57 main:574] : INFO : Epoch 2027 | loss: 0.031139 | val_loss: 0.0311532 | Time: 2108.15 ms
[2022-04-08 19:51:59 main:574] : INFO : Epoch 2028 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 2064.62 ms
[2022-04-08 19:52:01 main:574] : INFO : Epoch 2029 | loss: 0.0311417 | val_loss: 0.0311604 | Time: 2080.3 ms
[2022-04-08 19:52:04 main:574] : INFO : Epoch 2030 | loss: 0.031138 | val_loss: 0.0311563 | Time: 2083.55 ms
[2022-04-08 19:52:06 main:574] : INFO : Epoch 2031 | loss: 0.0311355 | val_loss: 0.031153 | Time: 2083 ms
[2022-04-08 19:52:08 main:574] : INFO : Epoch 2032 | loss: 0.0311348 | val_loss: 0.0311498 | Time: 2057.67 ms
[2022-04-08 19:52:10 main:574] : INFO : Epoch 2033 | loss: 0.0311333 | val_loss: 0.0311521 | Time: 2080.57 ms
[2022-04-08 19:52:12 main:574] : INFO : Epoch 2034 | loss: 0.0311355 | val_loss: 0.0311524 | Time: 2099.55 ms
[2022-04-08 19:52:14 main:574] : INFO : Epoch 2035 | loss: 0.0311364 | val_loss: 0.0311495 | Time: 2072.51 ms
[2022-04-08 19:52:16 main:574] : INFO : Epoch 2036 | loss: 0.0311334 | val_loss: 0.0311539 | Time: 2086.29 ms
[2022-04-08 19:52:18 main:574] : INFO : Epoch 2037 | loss: 0.0311327 | val_loss: 0.0311558 | Time: 2096.8 ms
[2022-04-08 19:52:20 main:574] : INFO : Epoch 2038 | loss: 0.0311319 | val_loss: 0.0311501 | Time: 2073.14 ms
[2022-04-08 19:52:22 main:574] : INFO : Epoch 2039 | loss: 0.0311341 | val_loss: 0.0311548 | Time: 2072.6 ms
[2022-04-08 19:52:24 main:574] : INFO : Epoch 2040 | loss: 0.0311374 | val_loss: 0.0311546 | Time: 2051.79 ms
[2022-04-08 19:52:26 main:574] : INFO : Epoch 2041 | loss: 0.0311362 | val_loss: 0.0311532 | Time: 2073.96 ms
[2022-04-08 19:52:29 main:574] : INFO : Epoch 2042 | loss: 0.0311344 | val_loss: 0.031153 | Time: 2092.51 ms
[2022-04-08 19:52:31 main:574] : INFO : Epoch 2043 | loss: 0.0311332 | val_loss: 0.0311533 | Time: 2071.48 ms
[2022-04-08 19:52:33 main:574] : INFO : Epoch 2044 | loss: 0.0311346 | val_loss: 0.0311533 | Time: 2046 ms
[2022-04-08 19:52:35 main:574] : INFO : Epoch 2045 | loss: 0.0311332 | val_loss: 0.0311529 | Time: 2032.19 ms
[2022-04-08 19:52:37 main:574] : INFO : Epoch 2046 | loss: 0.0311358 | val_loss: 0.0311545 | Time: 2121.82 ms
[2022-04-08 19:52:39 main:574] : INFO : Epoch 2047 | loss: 0.0311314 | val_loss: 0.0311536 | Time: 2105.67 ms
[2022-04-08 19:52:41 main:574] : INFO : Epoch 2048 | loss: 0.0311309 | val_loss: 0.031153 | Time: 2086.47 ms
[2022-04-08 19:52:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031153
[2022-04-08 19:52:41 main:603] : INFO : Saving end state to config to file
[2022-04-08 19:52:41 main:608] : INFO : Success, exiting..
19:52:41 (6108): 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)