Task 14387504
| Name | ParityModified-1647045309-32235-3-0_0 |
| Workunit | 11431753 |
| Created | 5 Apr 2022, 20:01:26 UTC |
| Sent | 9 Apr 2022, 17:05:05 UTC |
| Report deadline | 17 Apr 2022, 17:05:05 UTC |
| Received | 10 Apr 2022, 7:45:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min 4 sec |
| CPU time | 1 hours 10 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311344 | val_loss: 0.0311527 | Time: 2106.61 ms
[2022-04-10 02:28:08 main:574] : INFO : Epoch 1543 | loss: 0.0311342 | val_loss: 0.0311511 | Time: 2066.18 ms
[2022-04-10 02:28:10 main:574] : INFO : Epoch 1544 | loss: 0.0311338 | val_loss: 0.0311514 | Time: 2085.16 ms
[2022-04-10 02:28:12 main:574] : INFO : Epoch 1545 | loss: 0.0311348 | val_loss: 0.0311535 | Time: 2009.71 ms
[2022-04-10 02:28:14 main:574] : INFO : Epoch 1546 | loss: 0.0311336 | val_loss: 0.0311541 | Time: 2114.15 ms
[2022-04-10 02:28:16 main:574] : INFO : Epoch 1547 | loss: 0.0311349 | val_loss: 0.0311526 | Time: 2050.02 ms
[2022-04-10 02:28:18 main:574] : INFO : Epoch 1548 | loss: 0.0311327 | val_loss: 0.0311496 | Time: 2001.59 ms
[2022-04-10 02:28:20 main:574] : INFO : Epoch 1549 | loss: 0.0311314 | val_loss: 0.0311494 | Time: 2019.27 ms
[2022-04-10 02:28:22 main:574] : INFO : Epoch 1550 | loss: 0.03113 | val_loss: 0.0311532 | Time: 1975.41 ms
[2022-04-10 02:28:24 main:574] : INFO : Epoch 1551 | loss: 0.0311289 | val_loss: 0.0311528 | Time: 2092.16 ms
[2022-04-10 02:28:26 main:574] : INFO : Epoch 1552 | loss: 0.031129 | val_loss: 0.0311562 | Time: 2031.26 ms
[2022-04-10 02:28:28 main:574] : INFO : Epoch 1553 | loss: 0.031129 | val_loss: 0.0311507 | Time: 2037.63 ms
[2022-04-10 02:28:30 main:574] : INFO : Epoch 1554 | loss: 0.0311286 | val_loss: 0.031154 | Time: 2122.95 ms
[2022-04-10 02:28:32 main:574] : INFO : Epoch 1555 | loss: 0.0311267 | val_loss: 0.0311552 | Time: 2071.62 ms
[2022-04-10 02:28:34 main:574] : INFO : Epoch 1556 | loss: 0.0311285 | val_loss: 0.0311535 | Time: 2078.37 ms
[2022-04-10 02:28:36 main:574] : INFO : Epoch 1557 | loss: 0.0311302 | val_loss: 0.031152 | Time: 1968.02 ms
[2022-04-10 02:28:38 main:574] : INFO : Epoch 1558 | loss: 0.0311284 | val_loss: 0.0311534 | Time: 2072.67 ms
[2022-04-10 02:28:40 main:574] : INFO : Epoch 1559 | loss: 0.0311271 | val_loss: 0.0311528 | Time: 2073.06 ms
[2022-04-10 02:28:42 main:574] : INFO : Epoch 1560 | loss: 0.0311267 | val_loss: 0.0311556 | Time: 2027.43 ms
[2022-04-10 02:28:45 main:574] : INFO : Epoch 1561 | loss: 0.031128 | val_loss: 0.0311538 | Time: 2063.35 ms
[2022-04-10 02:28:47 main:574] : INFO : Epoch 1562 | loss: 0.031127 | val_loss: 0.0311566 | Time: 2071.37 ms
[2022-04-10 02:28:49 main:574] : INFO : Epoch 1563 | loss: 0.0311249 | val_loss: 0.0311532 | Time: 2058.33 ms
[2022-04-10 02:28:51 main:574] : INFO : Epoch 1564 | loss: 0.0311256 | val_loss: 0.0311591 | Time: 2073.37 ms
[2022-04-10 02:28:53 main:574] : INFO : Epoch 1565 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 2045.01 ms
[2022-04-10 02:28:55 main:574] : INFO : Epoch 1566 | loss: 0.0311275 | val_loss: 0.0311525 | Time: 2077.36 ms
[2022-04-10 02:28:57 main:574] : INFO : Epoch 1567 | loss: 0.0311265 | val_loss: 0.0311559 | Time: 2016.1 ms
[2022-04-10 02:28:59 main:574] : INFO : Epoch 1568 | loss: 0.0311261 | val_loss: 0.0311559 | Time: 2013.55 ms
[2022-04-10 02:29:01 main:574] : INFO : Epoch 1569 | loss: 0.0311258 | val_loss: 0.0311533 | Time: 2058.51 ms
[2022-04-10 02:29:03 main:574] : INFO : Epoch 1570 | loss: 0.0311272 | val_loss: 0.0311555 | Time: 2085.95 ms
[2022-04-10 02:29:05 main:574] : INFO : Epoch 1571 | loss: 0.0311277 | val_loss: 0.0311567 | Time: 2008.79 ms
[2022-04-10 02:29:07 main:574] : INFO : Epoch 1572 | loss: 0.0311284 | val_loss: 0.0311567 | Time: 2037.97 ms
[2022-04-10 02:29:09 main:574] : INFO : Epoch 1573 | loss: 0.0311277 | val_loss: 0.0311518 | Time: 2034.52 ms
[2022-04-10 02:29:11 main:574] : INFO : Epoch 1574 | loss: 0.0311303 | val_loss: 0.0311527 | Time: 2001.91 ms
[2022-04-10 02:29:13 main:574] : INFO : Epoch 1575 | loss: 0.0311288 | val_loss: 0.0311571 | Time: 2020.91 ms
[2022-04-10 02:29:15 main:574] : INFO : Epoch 1576 | loss: 0.0311294 | val_loss: 0.0311537 | Time: 2092.3 ms
[2022-04-10 02:29:17 main:574] : INFO : Epoch 1577 | loss: 0.0311263 | val_loss: 0.0311559 | Time: 2074.15 ms
[2022-04-10 02:29:19 main:574] : INFO : Epoch 1578 | loss: 0.0311266 | val_loss: 0.0311514 | Time: 2109.1 ms
[2022-04-10 02:29:22 main:574] : INFO : Epoch 1579 | loss: 0.0311248 | val_loss: 0.0311537 | Time: 2080.05 ms
[2022-04-10 02:29:24 main:574] : INFO : Epoch 1580 | loss: 0.0311247 | val_loss: 0.0311522 | Time: 2129.87 ms
[2022-04-10 02:29:26 main:574] : INFO : Epoch 1581 | loss: 0.0311257 | val_loss: 0.0311516 | Time: 2120.51 ms
[2022-04-10 02:29:28 main:574] : INFO : Epoch 1582 | loss: 0.0311262 | val_loss: 0.0311546 | Time: 2197.43 ms
[2022-04-10 02:29:30 main:574] : INFO : Epoch 1583 | loss: 0.0311298 | val_loss: 0.0311527 | Time: 2092.86 ms
[2022-04-10 02:29:32 main:574] : INFO : Epoch 1584 | loss: 0.031131 | val_loss: 0.0311498 | Time: 2041.63 ms
[2022-04-10 02:29:34 main:574] : INFO : Epoch 1585 | loss: 0.0311301 | val_loss: 0.0311568 | Time: 2023.36 ms
[2022-04-10 02:29:36 main:574] : INFO : Epoch 1586 | loss: 0.0311289 | val_loss: 0.0311523 | Time: 2059.34 ms
[2022-04-10 02:29:38 main:574] : INFO : Epoch 1587 | loss: 0.0311293 | val_loss: 0.0311529 | Time: 2089.28 ms
[2022-04-10 02:29:40 main:574] : INFO : Epoch 1588 | loss: 0.0311295 | val_loss: 0.0311551 | Time: 2031.11 ms
[2022-04-10 02:29:42 main:574] : INFO : Epoch 1589 | loss: 0.0311275 | val_loss: 0.0311522 | Time: 2017 ms
[2022-04-10 02:29:45 main:574] : INFO : Epoch 1590 | loss: 0.03113 | val_loss: 0.0311575 | Time: 2091.65 ms
[2022-04-10 02:29:47 main:574] : INFO : Epoch 1591 | loss: 0.0311279 | val_loss: 0.0311521 | Time: 2111.54 ms
[2022-04-10 02:29:49 main:574] : INFO : Epoch 1592 | loss: 0.0311272 | val_loss: 0.0311541 | Time: 2090.89 ms
[2022-04-10 02:29:51 main:574] : INFO : Epoch 1593 | loss: 0.031128 | val_loss: 0.0311558 | Time: 2040.96 ms
[2022-04-10 02:29:53 main:574] : INFO : Epoch 1594 | loss: 0.0311298 | val_loss: 0.0311498 | Time: 2069.81 ms
[2022-04-10 02:29:55 main:574] : INFO : Epoch 1595 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 2049.81 ms
[2022-04-10 02:29:57 main:574] : INFO : Epoch 1596 | loss: 0.0311285 | val_loss: 0.0311529 | Time: 2064.47 ms
[2022-04-10 02:29:59 main:574] : INFO : Epoch 1597 | loss: 0.0311263 | val_loss: 0.0311516 | Time: 2080.66 ms
[2022-04-10 02:30:01 main:574] : INFO : Epoch 1598 | loss: 0.0311248 | val_loss: 0.0311545 | Time: 2031.98 ms
[2022-04-10 02:30:03 main:574] : INFO : Epoch 1599 | loss: 0.0311271 | val_loss: 0.0311527 | Time: 2007.59 ms
[2022-04-10 02:30:05 main:574] : INFO : Epoch 1600 | loss: 0.0311277 | val_loss: 0.0311546 | Time: 2115.36 ms
[2022-04-10 02:30:07 main:574] : INFO : Epoch 1601 | loss: 0.031127 | val_loss: 0.0311547 | Time: 2022.19 ms
[2022-04-10 02:30:09 main:574] : INFO : Epoch 1602 | loss: 0.0311286 | val_loss: 0.0311533 | Time: 2099.14 ms
[2022-04-10 02:30:11 main:574] : INFO : Epoch 1603 | loss: 0.0311272 | val_loss: 0.0311529 | Time: 2051.16 ms
[2022-04-10 02:30:13 main:574] : INFO : Epoch 1604 | loss: 0.031126 | val_loss: 0.0311515 | Time: 2081.22 ms
[2022-04-10 02:30:16 main:574] : INFO : Epoch 1605 | loss: 0.0311261 | val_loss: 0.0311514 | Time: 2078.31 ms
[2022-04-10 02:30:18 main:574] : INFO : Epoch 1606 | loss: 0.031125 | val_loss: 0.0311541 | Time: 2082.23 ms
[2022-04-10 02:30:20 main:574] : INFO : Epoch 1607 | loss: 0.031129 | val_loss: 0.0311583 | Time: 2115.82 ms
[2022-04-10 02:30:22 main:574] : INFO : Epoch 1608 | loss: 0.0311276 | val_loss: 0.031157 | Time: 2066.11 ms
[2022-04-10 02:30:24 main:574] : INFO : Epoch 1609 | loss: 0.0311236 | val_loss: 0.0311533 | Time: 2079.37 ms
[2022-04-10 02:30:26 main:574] : INFO : Epoch 1610 | loss: 0.031125 | val_loss: 0.0311533 | Time: 2026.99 ms
[2022-04-10 02:30:28 main:574] : INFO : Epoch 1611 | loss: 0.0311293 | val_loss: 0.0311575 | Time: 2071.78 ms
[2022-04-10 02:30:30 main:574] : INFO : Epoch 1612 | loss: 0.0311285 | val_loss: 0.0311535 | Time: 1981.18 ms
[2022-04-10 02:30:32 main:574] : INFO : Epoch 1613 | loss: 0.0311275 | val_loss: 0.0311551 | Time: 2033.66 ms
[2022-04-10 02:30:34 main:574] : INFO : Epoch 1614 | loss: 0.0311282 | val_loss: 0.0311515 | Time: 2112.16 ms
[2022-04-10 02:30:36 main:574] : INFO : Epoch 1615 | loss: 0.0311256 | val_loss: 0.0311589 | Time: 2192.14 ms
[2022-04-10 02:30:38 main:574] : INFO : Epoch 1616 | loss: 0.0311251 | val_loss: 0.0311507 | Time: 2057.24 ms
[2022-04-10 02:30:40 main:574] : INFO : Epoch 1617 | loss: 0.0311264 | val_loss: 0.0311489 | Time: 2044.61 ms
[2022-04-10 02:30:43 main:574] : INFO : Epoch 1618 | loss: 0.0311241 | val_loss: 0.0311534 | Time: 2084.75 ms
[2022-04-10 02:30:45 main:574] : INFO : Epoch 1619 | loss: 0.0311258 | val_loss: 0.03115 | Time: 2080.96 ms
[2022-04-10 02:30:47 main:574] : INFO : Epoch 1620 | loss: 0.0311248 | val_loss: 0.0311531 | Time: 2017.61 ms
[2022-04-10 02:30:49 main:574] : INFO : Epoch 1621 | loss: 0.0311236 | val_loss: 0.0311499 | Time: 2047.55 ms
[2022-04-10 02:30:51 main:574] : INFO : Epoch 1622 | loss: 0.0311244 | val_loss: 0.0311509 | Time: 2088.43 ms
[2022-04-10 02:30:53 main:574] : INFO : Epoch 1623 | loss: 0.0311281 | val_loss: 0.0311508 | Time: 2114.29 ms
[2022-04-10 02:30:55 main:574] : INFO : Epoch 1624 | loss: 0.0311283 | val_loss: 0.031152 | Time: 2058.37 ms
[2022-04-10 02:30:57 main:574] : INFO : Epoch 1625 | loss: 0.0311304 | val_loss: 0.0311512 | Time: 2029.69 ms
[2022-04-10 02:30:59 main:574] : INFO : Epoch 1626 | loss: 0.031132 | val_loss: 0.0311591 | Time: 2055.48 ms
[2022-04-10 02:31:01 main:574] : INFO : Epoch 1627 | loss: 0.0311401 | val_loss: 0.0311575 | Time: 2068.34 ms
[2022-04-10 02:31:03 main:574] : INFO : Epoch 1628 | loss: 0.0311376 | val_loss: 0.0311559 | Time: 2022.82 ms
[2022-04-10 02:31:05 main:574] : INFO : Epoch 1629 | loss: 0.031138 | val_loss: 0.0311603 | Time: 2112.63 ms
[2022-04-10 02:31:07 main:574] : INFO : Epoch 1630 | loss: 0.0311383 | val_loss: 0.0311565 | Time: 2001.01 ms
[2022-04-10 02:31:09 main:574] : INFO : Epoch 1631 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 2099.8 ms
[2022-04-10 02:31:11 main:574] : INFO : Epoch 1632 | loss: 0.0311363 | val_loss: 0.0311617 | Time: 2049.46 ms
[2022-04-10 02:31:14 main:574] : INFO : Epoch 1633 | loss: 0.0311345 | val_loss: 0.0311604 | Time: 2096.4 ms
[2022-04-10 02:31:16 main:574] : INFO : Epoch 1634 | loss: 0.0311337 | val_loss: 0.0311575 | Time: 2052.99 ms
[2022-04-10 02:31:18 main:574] : INFO : Epoch 1635 | loss: 0.0311312 | val_loss: 0.0311582 | Time: 2148.93 ms
[2022-04-10 02:31:20 main:574] : INFO : Epoch 1636 | loss: 0.0311307 | val_loss: 0.0311572 | Time: 2128.7 ms
[2022-04-10 02:31:22 main:574] : INFO : Epoch 1637 | loss: 0.0311295 | val_loss: 0.0311613 | Time: 2045.69 ms
[2022-04-10 02:31:24 main:574] : INFO : Epoch 1638 | loss: 0.031133 | val_loss: 0.0311653 | Time: 2098.67 ms
[2022-04-10 02:31:26 main:574] : INFO : Epoch 1639 | loss: 0.0311361 | val_loss: 0.0311611 | Time: 2194.04 ms
[2022-04-10 02:31:28 main:574] : INFO : Epoch 1640 | loss: 0.0311352 | val_loss: 0.0311582 | Time: 2073.93 ms
[2022-04-10 02:31:30 main:574] : INFO : Epoch 1641 | loss: 0.0311315 | val_loss: 0.0311595 | Time: 2068.44 ms
[2022-04-10 02:31:32 main:574] : INFO : Epoch 1642 | loss: 0.0311303 | val_loss: 0.031157 | Time: 2033.24 ms
[2022-04-10 02:31:35 main:574] : INFO : Epoch 1643 | loss: 0.0311288 | val_loss: 0.031158 | Time: 2067.48 ms
[2022-04-10 02:31:37 main:574] : INFO : Epoch 1644 | loss: 0.0311321 | val_loss: 0.0311661 | Time: 2053.92 ms
[2022-04-10 02:31:39 main:574] : INFO : Epoch 1645 | loss: 0.0311331 | val_loss: 0.031155 | Time: 2062.28 ms
[2022-04-10 02:31:41 main:574] : INFO : Epoch 1646 | loss: 0.0311324 | val_loss: 0.0311575 | Time: 2108.56 ms
[2022-04-10 02:31:43 main:574] : INFO : Epoch 1647 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 2030.25 ms
[2022-04-10 02:31:45 main:574] : INFO : Epoch 1648 | loss: 0.0311295 | val_loss: 0.0311573 | Time: 2176.62 ms
[2022-04-10 02:31:47 main:574] : INFO : Epoch 1649 | loss: 0.031127 | val_loss: 0.0311573 | Time: 2102.64 ms
[2022-04-10 02:31:49 main:574] : INFO : Epoch 1650 | loss: 0.0311274 | val_loss: 0.031159 | Time: 2112.91 ms
[2022-04-10 02:31:51 main:574] : INFO : Epoch 1651 | loss: 0.0311306 | val_loss: 0.0311586 | Time: 2034.21 ms
[2022-04-10 02:31:53 main:574] : INFO : Epoch 1652 | loss: 0.0311295 | val_loss: 0.0311559 | Time: 2062.88 ms
[2022-04-10 02:31:55 main:574] : INFO : Epoch 1653 | loss: 0.0311288 | val_loss: 0.0311543 | Time: 2159.44 ms
[2022-04-10 02:31:58 main:574] : INFO : Epoch 1654 | loss: 0.031128 | val_loss: 0.0311558 | Time: 2121.79 ms
[2022-04-10 02:32:00 main:574] : INFO : Epoch 1655 | loss: 0.0311265 | val_loss: 0.0311554 | Time: 2118.16 ms
[2022-04-10 02:32:02 main:574] : INFO : Epoch 1656 | loss: 0.031127 | val_loss: 0.0311547 | Time: 2094.23 ms
[2022-04-10 02:32:04 main:574] : INFO : Epoch 1657 | loss: 0.0311258 | val_loss: 0.0311515 | Time: 2096.59 ms
[2022-04-10 02:32:06 main:574] : INFO : Epoch 1658 | loss: 0.031127 | val_loss: 0.0311551 | Time: 2108.98 ms
[2022-04-10 02:32:08 main:574] : INFO : Epoch 1659 | loss: 0.0311266 | val_loss: 0.0311579 | Time: 2053.07 ms
[2022-04-10 02:32:10 main:574] : INFO : Epoch 1660 | loss: 0.0311279 | val_loss: 0.0311527 | Time: 2095.12 ms
[2022-04-10 02:32:12 main:574] : INFO : Epoch 1661 | loss: 0.031127 | val_loss: 0.031154 | Time: 2069.72 ms
[2022-04-10 02:32:14 main:574] : INFO : Epoch 1662 | loss: 0.0311271 | val_loss: 0.0311581 | Time: 2048.24 ms
[2022-04-10 02:32:16 main:574] : INFO : Epoch 1663 | loss: 0.0311274 | val_loss: 0.0311518 | Time: 2044.97 ms
[2022-04-10 02:32:18 main:574] : INFO : Epoch 1664 | loss: 0.031128 | val_loss: 0.0311545 | Time: 2044.12 ms
[2022-04-10 02:32:20 main:574] : INFO : Epoch 1665 | loss: 0.0311261 | val_loss: 0.031156 | Time: 2042.55 ms
[2022-04-10 02:32:22 main:574] : INFO : Epoch 1666 | loss: 0.031125 | val_loss: 0.0311605 | Time: 1989.32 ms
[2022-04-10 02:32:25 main:574] : INFO : Epoch 1667 | loss: 0.0311268 | val_loss: 0.0311549 | Time: 2041.3 ms
[2022-04-10 02:32:27 main:574] : INFO : Epoch 1668 | loss: 0.0311275 | val_loss: 0.0311542 | Time: 2119.63 ms
[2022-04-10 02:32:29 main:574] : INFO : Epoch 1669 | loss: 0.0311287 | val_loss: 0.0311598 | Time: 2019.31 ms
[2022-04-10 02:32:31 main:574] : INFO : Epoch 1670 | loss: 0.031127 | val_loss: 0.0311545 | Time: 2049.33 ms
[2022-04-10 02:32:33 main:574] : INFO : Epoch 1671 | loss: 0.0311251 | val_loss: 0.0311578 | Time: 1983.63 ms
[2022-04-10 02:32:35 main:574] : INFO : Epoch 1672 | loss: 0.0311259 | val_loss: 0.0311572 | Time: 2016.83 ms
[2022-04-10 02:32:37 main:574] : INFO : Epoch 1673 | loss: 0.0311255 | val_loss: 0.0311599 | Time: 2148.86 ms
[2022-04-10 02:32:39 main:574] : INFO : Epoch 1674 | loss: 0.0311239 | val_loss: 0.0311566 | Time: 2060.15 ms
[2022-04-10 02:32:41 main:574] : INFO : Epoch 1675 | loss: 0.031127 | val_loss: 0.0311546 | Time: 2118.11 ms
[2022-04-10 02:32:43 main:574] : INFO : Epoch 1676 | loss: 0.0311331 | val_loss: 0.0311564 | Time: 2070.51 ms
[2022-04-10 02:32:45 main:574] : INFO : Epoch 1677 | loss: 0.0311333 | val_loss: 0.0311549 | Time: 2034.2 ms
[2022-04-10 02:32:47 main:574] : INFO : Epoch 1678 | loss: 0.0311314 | val_loss: 0.0311577 | Time: 2039.14 ms
[2022-04-10 02:32:49 main:574] : INFO : Epoch 1679 | loss: 0.031134 | val_loss: 0.0311543 | Time: 1993.92 ms
[2022-04-10 02:32:51 main:574] : INFO : Epoch 1680 | loss: 0.0311302 | val_loss: 0.0311518 | Time: 2006.81 ms
[2022-04-10 02:32:53 main:574] : INFO : Epoch 1681 | loss: 0.0311293 | val_loss: 0.0311536 | Time: 1994.69 ms
[2022-04-10 02:32:55 main:574] : INFO : Epoch 1682 | loss: 0.0311292 | val_loss: 0.0311563 | Time: 2064.88 ms
[2022-04-10 02:32:57 main:574] : INFO : Epoch 1683 | loss: 0.0311294 | val_loss: 0.031156 | Time: 2056.01 ms
[2022-04-10 02:32:59 main:574] : INFO : Epoch 1684 | loss: 0.0311315 | val_loss: 0.0311558 | Time: 2087.4 ms
[2022-04-10 02:33:02 main:574] : INFO : Epoch 1685 | loss: 0.0311304 | val_loss: 0.031155 | Time: 2125.44 ms
[2022-04-10 02:33:04 main:574] : INFO : Epoch 1686 | loss: 0.0311299 | val_loss: 0.0311553 | Time: 2137.13 ms
[2022-04-10 02:33:06 main:574] : INFO : Epoch 1687 | loss: 0.0311281 | val_loss: 0.0311555 | Time: 2069.32 ms
[2022-04-10 02:33:08 main:574] : INFO : Epoch 1688 | loss: 0.0311282 | val_loss: 0.0311543 | Time: 2061.24 ms
[2022-04-10 02:33:10 main:574] : INFO : Epoch 1689 | loss: 0.0311301 | val_loss: 0.0311524 | Time: 2060.41 ms
[2022-04-10 02:33:12 main:574] : INFO : Epoch 1690 | loss: 0.0311308 | val_loss: 0.0311566 | Time: 2011.21 ms
[2022-04-10 02:33:14 main:574] : INFO : Epoch 1691 | loss: 0.0311334 | val_loss: 0.0311495 | Time: 2105.08 ms
[2022-04-10 02:33:16 main:574] : INFO : Epoch 1692 | loss: 0.0311284 | val_loss: 0.0311516 | Time: 2061.98 ms
[2022-04-10 02:33:18 main:574] : INFO : Epoch 1693 | loss: 0.0311269 | val_loss: 0.0311541 | Time: 2013.41 ms
[2022-04-10 02:33:20 main:574] : INFO : Epoch 1694 | loss: 0.0311261 | val_loss: 0.031153 | Time: 2074.99 ms
[2022-04-10 02:33:22 main:574] : INFO : Epoch 1695 | loss: 0.0311261 | val_loss: 0.0311533 | Time: 2074.21 ms
[2022-04-10 02:33:24 main:574] : INFO : Epoch 1696 | loss: 0.0311252 | val_loss: 0.0311503 | Time: 2061.91 ms
[2022-04-10 02:33:26 main:574] : INFO : Epoch 1697 | loss: 0.0311256 | val_loss: 0.031152 | Time: 2107.88 ms
[2022-04-10 02:33:29 main:574] : INFO : Epoch 1698 | loss: 0.0311254 | val_loss: 0.0311524 | Time: 2046.36 ms
[2022-04-10 02:33:31 main:574] : INFO : Epoch 1699 | loss: 0.0311248 | val_loss: 0.031152 | Time: 2106.72 ms
[2022-04-10 02:33:33 main:574] : INFO : Epoch 1700 | loss: 0.0311264 | val_loss: 0.0311497 | Time: 2072.26 ms
[2022-04-10 02:33:35 main:574] : INFO : Epoch 1701 | loss: 0.0311252 | val_loss: 0.0311481 | Time: 2109.38 ms
[2022-04-10 02:33:37 main:574] : INFO : Epoch 1702 | loss: 0.0311269 | val_loss: 0.0311472 | Time: 2120.45 ms
[2022-04-10 02:33:39 main:574] : INFO : Epoch 1703 | loss: 0.0311265 | val_loss: 0.0311504 | Time: 2078.44 ms
[2022-04-10 02:33:41 main:574] : INFO : Epoch 1704 | loss: 0.0311247 | val_loss: 0.0311507 | Time: 2064.74 ms
[2022-04-10 02:33:43 main:574] : INFO : Epoch 1705 | loss: 0.031126 | val_loss: 0.0311558 | Time: 2113.96 ms
[2022-04-10 02:33:45 main:574] : INFO : Epoch 1706 | loss: 0.0311267 | val_loss: 0.0311515 | Time: 2072.89 ms
[2022-04-10 02:33:47 main:574] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311502 | Time: 2110.19 ms
[2022-04-10 02:33:50 main:574] : INFO : Epoch 1708 | loss: 0.0311252 | val_loss: 0.0311486 | Time: 2094.39 ms
[2022-04-10 02:33:52 main:574] : INFO : Epoch 1709 | loss: 0.0311256 | val_loss: 0.0311513 | Time: 2075.34 ms
[2022-04-10 02:33:54 main:574] : INFO : Epoch 1710 | loss: 0.0311269 | val_loss: 0.0311596 | Time: 2032.51 ms
[2022-04-10 02:33:56 main:574] : INFO : Epoch 1711 | loss: 0.0311251 | val_loss: 0.0311651 | Time: 2105 ms
[2022-04-10 02:33:58 main:574] : INFO : Epoch 1712 | loss: 0.0311251 | val_loss: 0.0311536 | Time: 2076.5 ms
[2022-04-10 02:34:00 main:574] : INFO : Epoch 1713 | loss: 0.0311232 | val_loss: 0.0311511 | Time: 2017.99 ms
[2022-04-10 02:34:02 main:574] : INFO : Epoch 1714 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 2104.11 ms
[2022-04-10 02:34:04 main:574] : INFO : Epoch 1715 | loss: 0.0311277 | val_loss: 0.0311564 | Time: 2033.59 ms
[2022-04-10 02:34:06 main:574] : INFO : Epoch 1716 | loss: 0.0311304 | val_loss: 0.0311551 | Time: 2055.03 ms
[2022-04-10 02:34:08 main:574] : INFO : Epoch 1717 | loss: 0.0311295 | val_loss: 0.0311526 | Time: 2039.7 ms
[2022-04-10 02:34:10 main:574] : INFO : Epoch 1718 | loss: 0.0311288 | val_loss: 0.0311541 | Time: 2008.26 ms
[2022-04-10 02:34:12 main:574] : INFO : Epoch 1719 | loss: 0.0311245 | val_loss: 0.0311581 | Time: 2014.25 ms
[2022-04-10 02:34:14 main:574] : INFO : Epoch 1720 | loss: 0.0311249 | val_loss: 0.0311521 | Time: 2062.97 ms
[2022-04-10 02:34:16 main:574] : INFO : Epoch 1721 | loss: 0.0311241 | val_loss: 0.031147 | Time: 2081.8 ms
[2022-04-10 02:34:18 main:574] : INFO : Epoch 1722 | loss: 0.031125 | val_loss: 0.0311525 | Time: 1972.58 ms
[2022-04-10 02:34:20 main:574] : INFO : Epoch 1723 | loss: 0.0311246 | val_loss: 0.0311497 | Time: 2055.05 ms
[2022-04-10 02:34:22 main:574] : INFO : Epoch 1724 | loss: 0.0311304 | val_loss: 0.0311484 | Time: 2009.18 ms
[2022-04-10 02:34:24 main:574] : INFO : Epoch 1725 | loss: 0.0311303 | val_loss: 0.0311519 | Time: 2009.22 ms
[2022-04-10 02:34:26 main:574] : INFO : Epoch 1726 | loss: 0.031129 | val_loss: 0.0311562 | Time: 2020.19 ms
[2022-04-10 02:34:28 main:574] : INFO : Epoch 1727 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 2043.76 ms
[2022-04-10 02:34:30 main:574] : INFO : Epoch 1728 | loss: 0.0311315 | val_loss: 0.0311522 | Time: 2005.11 ms
[2022-04-10 02:34:33 main:574] : INFO : Epoch 1729 | loss: 0.0311306 | val_loss: 0.0311546 | Time: 2106.29 ms
[2022-04-10 02:34:35 main:574] : INFO : Epoch 1730 | loss: 0.031132 | val_loss: 0.0311547 | Time: 2096.01 ms
[2022-04-10 02:34:37 main:574] : INFO : Epoch 1731 | loss: 0.0311351 | val_loss: 0.031159 | Time: 2077.96 ms
[2022-04-10 02:34:39 main:574] : INFO : Epoch 1732 | loss: 0.0311325 | val_loss: 0.0311572 | Time: 2039.45 ms
[2022-04-10 02:34:41 main:574] : INFO : Epoch 1733 | loss: 0.0311343 | val_loss: 0.0311504 | Time: 2059.38 ms
[2022-04-10 02:34:43 main:574] : INFO : Epoch 1734 | loss: 0.0311315 | val_loss: 0.0311501 | Time: 2075.17 ms
[2022-04-10 02:34:45 main:574] : INFO : Epoch 1735 | loss: 0.0311317 | val_loss: 0.0311523 | Time: 2069.51 ms
[2022-04-10 02:34:47 main:574] : INFO : Epoch 1736 | loss: 0.0311299 | val_loss: 0.0311536 | Time: 2069.4 ms
[2022-04-10 02:34:49 main:574] : INFO : Epoch 1737 | loss: 0.0311305 | val_loss: 0.0311538 | Time: 2091.59 ms
[2022-04-10 02:34:51 main:574] : INFO : Epoch 1738 | loss: 0.0311334 | val_loss: 0.0311531 | Time: 2144.71 ms
[2022-04-10 02:34:53 main:574] : INFO : Epoch 1739 | loss: 0.0311328 | val_loss: 0.0311562 | Time: 2035.78 ms
[2022-04-10 02:34:55 main:574] : INFO : Epoch 1740 | loss: 0.0311317 | val_loss: 0.0311519 | Time: 2120.05 ms
[2022-04-10 02:34:58 main:574] : INFO : Epoch 1741 | loss: 0.0311342 | val_loss: 0.0311551 | Time: 2073.34 ms
[2022-04-10 02:35:00 main:574] : INFO : Epoch 1742 | loss: 0.0311326 | val_loss: 0.0311596 | Time: 2018.48 ms
[2022-04-10 02:35:02 main:574] : INFO : Epoch 1743 | loss: 0.0311443 | val_loss: 0.0311552 | Time: 2165.51 ms
[2022-04-10 02:35:04 main:574] : INFO : Epoch 1744 | loss: 0.0311418 | val_loss: 0.0311562 | Time: 2092.6 ms
[2022-04-10 02:35:06 main:574] : INFO : Epoch 1745 | loss: 0.031137 | val_loss: 0.0311523 | Time: 2010.41 ms
[2022-04-10 02:35:08 main:574] : INFO : Epoch 1746 | loss: 0.0311345 | val_loss: 0.0311528 | Time: 2053.71 ms
[2022-04-10 02:35:10 main:574] : INFO : Epoch 1747 | loss: 0.0311325 | val_loss: 0.0311515 | Time: 2099.08 ms
[2022-04-10 02:35:12 main:574] : INFO : Epoch 1748 | loss: 0.0311326 | val_loss: 0.0311505 | Time: 2135.66 ms
[2022-04-10 02:35:14 main:574] : INFO : Epoch 1749 | loss: 0.0311329 | val_loss: 0.0311472 | Time: 2079.9 ms
[2022-04-10 02:35:16 main:574] : INFO : Epoch 1750 | loss: 0.031131 | val_loss: 0.0311518 | Time: 2147.81 ms
[2022-04-10 02:35:18 main:574] : INFO : Epoch 1751 | loss: 0.0311307 | val_loss: 0.031152 | Time: 2039.1 ms
[2022-04-10 02:35:20 main:574] : INFO : Epoch 1752 | loss: 0.0311312 | val_loss: 0.0311504 | Time: 2054.34 ms
[2022-04-10 02:35:23 main:574] : INFO : Epoch 1753 | loss: 0.0311309 | val_loss: 0.0311541 | Time: 2129.52 ms
[2022-04-10 02:35:25 main:574] : INFO : Epoch 1754 | loss: 0.0311312 | val_loss: 0.031156 | Time: 2102.95 ms
[2022-04-10 02:35:27 main:574] : INFO : Epoch 1755 | loss: 0.0311311 | val_loss: 0.0311569 | Time: 2103.4 ms
[2022-04-10 02:35:29 main:574] : INFO : Epoch 1756 | loss: 0.0311295 | val_loss: 0.0311537 | Time: 1951.91 ms
[2022-04-10 02:35:31 main:574] : INFO : Epoch 1757 | loss: 0.031128 | val_loss: 0.0311547 | Time: 2123.69 ms
[2022-04-10 02:35:33 main:574] : INFO : Epoch 1758 | loss: 0.0311279 | val_loss: 0.031154 | Time: 2212.04 ms
[2022-04-10 02:35:35 main:574] : INFO : Epoch 1759 | loss: 0.0311267 | val_loss: 0.0311564 | Time: 2040.15 ms
[2022-04-10 02:35:37 main:574] : INFO : Epoch 1760 | loss: 0.0311274 | val_loss: 0.031156 | Time: 2083.79 ms
[2022-04-10 02:35:39 main:574] : INFO : Epoch 1761 | loss: 0.031128 | val_loss: 0.031154 | Time: 2052.84 ms
[2022-04-10 02:35:41 main:574] : INFO : Epoch 1762 | loss: 0.0311278 | val_loss: 0.0311509 | Time: 2115.38 ms
[2022-04-10 02:35:43 main:574] : INFO : Epoch 1763 | loss: 0.031128 | val_loss: 0.0311482 | Time: 1990.96 ms
[2022-04-10 02:35:46 main:574] : INFO : Epoch 1764 | loss: 0.0311304 | val_loss: 0.0311524 | Time: 2133.55 ms
[2022-04-10 02:35:48 main:574] : INFO : Epoch 1765 | loss: 0.0311328 | val_loss: 0.0311492 | Time: 2068.35 ms
[2022-04-10 02:35:50 main:574] : INFO : Epoch 1766 | loss: 0.0311285 | val_loss: 0.0311482 | Time: 2024.38 ms
[2022-04-10 02:35:52 main:574] : INFO : Epoch 1767 | loss: 0.0311301 | val_loss: 0.03115 | Time: 2034.81 ms
[2022-04-10 02:35:54 main:574] : INFO : Epoch 1768 | loss: 0.0311308 | val_loss: 0.0311549 | Time: 2118.83 ms
[2022-04-10 02:35:56 main:574] : INFO : Epoch 1769 | loss: 0.0311351 | val_loss: 0.0311587 | Time: 2069.65 ms
[2022-04-10 02:35:58 main:574] : INFO : Epoch 1770 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 2076.02 ms
[2022-04-10 02:36:00 main:574] : INFO : Epoch 1771 | loss: 0.0311339 | val_loss: 0.0311548 | Time: 2123.53 ms
[2022-04-10 02:36:02 main:574] : INFO : Epoch 1772 | loss: 0.031133 | val_loss: 0.0311536 | Time: 2192.12 ms
[2022-04-10 02:36:04 main:574] : INFO : Epoch 1773 | loss: 0.0311333 | val_loss: 0.0311574 | Time: 2110.4 ms
[2022-04-10 02:36:06 main:574] : INFO : Epoch 1774 | loss: 0.0311317 | val_loss: 0.0311541 | Time: 2045.85 ms
[2022-04-10 02:36:09 main:574] : INFO : Epoch 1775 | loss: 0.0311327 | val_loss: 0.0311608 | Time: 2023.48 ms
[2022-04-10 02:36:11 main:574] : INFO : Epoch 1776 | loss: 0.0311364 | val_loss: 0.0311618 | Time: 2039.09 ms
[2022-04-10 02:36:13 main:574] : INFO : Epoch 1777 | loss: 0.0311399 | val_loss: 0.0311591 | Time: 2089.93 ms
[2022-04-10 02:36:15 main:574] : INFO : Epoch 1778 | loss: 0.0311358 | val_loss: 0.0311519 | Time: 2067.54 ms
[2022-04-10 02:36:17 main:574] : INFO : Epoch 1779 | loss: 0.0311365 | val_loss: 0.0311532 | Time: 2090.07 ms
[2022-04-10 02:36:19 main:574] : INFO : Epoch 1780 | loss: 0.0311349 | val_loss: 0.0311548 | Time: 2057.52 ms
[2022-04-10 02:36:21 main:574] : INFO : Epoch 1781 | loss: 0.0311351 | val_loss: 0.0311536 | Time: 2064.13 ms
[2022-04-10 02:36:23 main:574] : INFO : Epoch 1782 | loss: 0.03113 | val_loss: 0.0311546 | Time: 2065.02 ms
[2022-04-10 02:36:25 main:574] : INFO : Epoch 1783 | loss: 0.0311282 | val_loss: 0.0311608 | Time: 2098.95 ms
[2022-04-10 02:36:27 main:574] : INFO : Epoch 1784 | loss: 0.0311276 | val_loss: 0.031154 | Time: 2057.72 ms
[2022-04-10 02:36:29 main:574] : INFO : Epoch 1785 | loss: 0.0311324 | val_loss: 0.0311567 | Time: 2130.9 ms
[2022-04-10 02:36:31 main:574] : INFO : Epoch 1786 | loss: 0.0311312 | val_loss: 0.0311562 | Time: 2010.66 ms
[2022-04-10 02:36:33 main:574] : INFO : Epoch 1787 | loss: 0.0311293 | val_loss: 0.0311538 | Time: 1993.11 ms
[2022-04-10 02:36:35 main:574] : INFO : Epoch 1788 | loss: 0.0311273 | val_loss: 0.0311524 | Time: 2081.94 ms
[2022-04-10 02:36:38 main:574] : INFO : Epoch 1789 | loss: 0.0311283 | val_loss: 0.0311511 | Time: 2080.25 ms
[2022-04-10 02:36:40 main:574] : INFO : Epoch 1790 | loss: 0.0311277 | val_loss: 0.0311528 | Time: 2039.46 ms
[2022-04-10 02:36:42 main:574] : INFO : Epoch 1791 | loss: 0.0311254 | val_loss: 0.0311544 | Time: 2067.94 ms
[2022-04-10 02:36:44 main:574] : INFO : Epoch 1792 | loss: 0.0311279 | val_loss: 0.031154 | Time: 2089.37 ms
[2022-04-10 02:36:46 main:574] : INFO : Epoch 1793 | loss: 0.0311263 | val_loss: 0.0311521 | Time: 2083.84 ms
[2022-04-10 02:36:48 main:574] : INFO : Epoch 1794 | loss: 0.0311293 | val_loss: 0.0311542 | Time: 2040.03 ms
[2022-04-10 02:36:50 main:574] : INFO : Epoch 1795 | loss: 0.0311326 | val_loss: 0.0311497 | Time: 2035.04 ms
[2022-04-10 02:36:52 main:574] : INFO : Epoch 1796 | loss: 0.031133 | val_loss: 0.0311484 | Time: 2051.49 ms
[2022-04-10 02:36:54 main:574] : INFO : Epoch 1797 | loss: 0.0311254 | val_loss: 0.0311497 | Time: 2146.85 ms
[2022-04-10 02:36:56 main:574] : INFO : Epoch 1798 | loss: 0.0311262 | val_loss: 0.0311494 | Time: 2181.35 ms
[2022-04-10 02:36:58 main:574] : INFO : Epoch 1799 | loss: 0.0311309 | val_loss: 0.0311501 | Time: 2104.36 ms
[2022-04-10 02:37:01 main:574] : INFO : Epoch 1800 | loss: 0.0311352 | val_loss: 0.0311544 | Time: 2171.12 ms
[2022-04-10 02:37:03 main:574] : INFO : Epoch 1801 | loss: 0.0311374 | val_loss: 0.0311569 | Time: 2112.41 ms
[2022-04-10 02:37:05 main:574] : INFO : Epoch 1802 | loss: 0.0311363 | val_loss: 0.0311611 | Time: 2259.73 ms
[2022-04-10 02:37:07 main:574] : INFO : Epoch 1803 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 2143.36 ms
[2022-04-10 02:37:09 main:574] : INFO : Epoch 1804 | loss: 0.0311372 | val_loss: 0.031157 | Time: 2093.75 ms
[2022-04-10 02:37:11 main:574] : INFO : Epoch 1805 | loss: 0.031133 | val_loss: 0.0311598 | Time: 2043.3 ms
[2022-04-10 02:37:13 main:574] : INFO : Epoch 1806 | loss: 0.031134 | val_loss: 0.0311623 | Time: 2039.86 ms
[2022-04-10 02:37:15 main:574] : INFO : Epoch 1807 | loss: 0.0311357 | val_loss: 0.0311657 | Time: 2014.96 ms
[2022-04-10 02:37:17 main:574] : INFO : Epoch 1808 | loss: 0.0311359 | val_loss: 0.0311565 | Time: 2051.94 ms
[2022-04-10 02:37:19 main:574] : INFO : Epoch 1809 | loss: 0.0311388 | val_loss: 0.0311543 | Time: 2079.43 ms
[2022-04-10 02:37:22 main:574] : INFO : Epoch 1810 | loss: 0.0311381 | val_loss: 0.0311535 | Time: 2114.71 ms
[2022-04-10 02:37:24 main:574] : INFO : Epoch 1811 | loss: 0.0311369 | val_loss: 0.031154 | Time: 2010.89 ms
[2022-04-10 02:37:26 main:574] : INFO : Epoch 1812 | loss: 0.0311354 | val_loss: 0.0311549 | Time: 2067.37 ms
[2022-04-10 02:37:28 main:574] : INFO : Epoch 1813 | loss: 0.0311318 | val_loss: 0.0311523 | Time: 2092.86 ms
[2022-04-10 02:37:30 main:574] : INFO : Epoch 1814 | loss: 0.0311332 | val_loss: 0.0311603 | Time: 2004.88 ms
[2022-04-10 02:37:32 main:574] : INFO : Epoch 1815 | loss: 0.0311314 | val_loss: 0.0311549 | Time: 2073.11 ms
[2022-04-10 02:37:34 main:574] : INFO : Epoch 1816 | loss: 0.0311302 | val_loss: 0.0311507 | Time: 2035.24 ms
[2022-04-10 02:37:36 main:574] : INFO : Epoch 1817 | loss: 0.0311282 | val_loss: 0.0311578 | Time: 2072.24 ms
[2022-04-10 02:37:38 main:574] : INFO : Epoch 1818 | loss: 0.0311279 | val_loss: 0.0311548 | Time: 2057.67 ms
[2022-04-10 02:37:40 main:574] : INFO : Epoch 1819 | loss: 0.0311293 | val_loss: 0.0311524 | Time: 2046.73 ms
[2022-04-10 02:37:42 main:574] : INFO : Epoch 1820 | loss: 0.0311271 | val_loss: 0.0311533 | Time: 2094.12 ms
[2022-04-10 02:37:44 main:574] : INFO : Epoch 1821 | loss: 0.0311262 | val_loss: 0.0311516 | Time: 2102.03 ms
[2022-04-10 02:37:46 main:574] : INFO : Epoch 1822 | loss: 0.0311264 | val_loss: 0.0311561 | Time: 2142.7 ms
[2022-04-10 02:37:49 main:574] : INFO : Epoch 1823 | loss: 0.0311273 | val_loss: 0.0311578 | Time: 2068.78 ms
[2022-04-10 02:37:51 main:574] : INFO : Epoch 1824 | loss: 0.0311274 | val_loss: 0.0311552 | Time: 2028.56 ms
[2022-04-10 02:37:53 main:574] : INFO : Epoch 1825 | loss: 0.0311259 | val_loss: 0.0311557 | Time: 2019 ms
[2022-04-10 02:37:55 main:574] : INFO : Epoch 1826 | loss: 0.0311253 | val_loss: 0.0311528 | Time: 2017.61 ms
[2022-04-10 02:37:57 main:574] : INFO : Epoch 1827 | loss: 0.0311256 | val_loss: 0.0311534 | Time: 2133.45 ms
[2022-04-10 02:37:59 main:574] : INFO : Epoch 1828 | loss: 0.0311252 | val_loss: 0.0311563 | Time: 2029.93 ms
[2022-04-10 02:38:01 main:574] : INFO : Epoch 1829 | loss: 0.0311245 | val_loss: 0.0311568 | Time: 2083.82 ms
[2022-04-10 02:38:03 main:574] : INFO : Epoch 1830 | loss: 0.0311244 | val_loss: 0.0311541 | Time: 2038.16 ms
[2022-04-10 02:38:05 main:574] : INFO : Epoch 1831 | loss: 0.0311277 | val_loss: 0.0311549 | Time: 2088.53 ms
[2022-04-10 02:38:07 main:574] : INFO : Epoch 1832 | loss: 0.0311277 | val_loss: 0.0311561 | Time: 2077.62 ms
[2022-04-10 02:38:09 main:574] : INFO : Epoch 1833 | loss: 0.0311284 | val_loss: 0.0311569 | Time: 2042.27 ms
[2022-04-10 02:38:11 main:574] : INFO : Epoch 1834 | loss: 0.0311253 | val_loss: 0.0311593 | Time: 2095.14 ms
[2022-04-10 02:38:13 main:574] : INFO : Epoch 1835 | loss: 0.0311248 | val_loss: 0.0311547 | Time: 2096.88 ms
[2022-04-10 02:38:15 main:574] : INFO : Epoch 1836 | loss: 0.0311251 | val_loss: 0.0311527 | Time: 2055.49 ms
[2022-04-10 02:38:17 main:574] : INFO : Epoch 1837 | loss: 0.0311236 | val_loss: 0.0311533 | Time: 2083.36 ms
[2022-04-10 02:38:19 main:574] : INFO : Epoch 1838 | loss: 0.0311272 | val_loss: 0.031157 | Time: 1997.98 ms
[2022-04-10 02:38:22 main:574] : INFO : Epoch 1839 | loss: 0.0311258 | val_loss: 0.0311544 | Time: 2031.24 ms
[2022-04-10 02:38:24 main:574] : INFO : Epoch 1840 | loss: 0.0311259 | val_loss: 0.0311555 | Time: 2119.42 ms
[2022-04-10 02:38:26 main:574] : INFO : Epoch 1841 | loss: 0.0311279 | val_loss: 0.0311632 | Time: 2012.26 ms
[2022-04-10 02:38:28 main:574] : INFO : Epoch 1842 | loss: 0.0311362 | val_loss: 0.0311637 | Time: 2021.24 ms
[2022-04-10 02:38:30 main:574] : INFO : Epoch 1843 | loss: 0.0311376 | val_loss: 0.0311623 | Time: 2126.45 ms
[2022-04-10 02:38:32 main:574] : INFO : Epoch 1844 | loss: 0.0311362 | val_loss: 0.03116 | Time: 2031.1 ms
[2022-04-10 02:38:34 main:574] : INFO : Epoch 1845 | loss: 0.0311348 | val_loss: 0.0311636 | Time: 2107.88 ms
[2022-04-10 02:38:36 main:574] : INFO : Epoch 1846 | loss: 0.031133 | val_loss: 0.0311614 | Time: 2065.62 ms
[2022-04-10 02:38:38 main:574] : INFO : Epoch 1847 | loss: 0.0311311 | val_loss: 0.0311599 | Time: 2145.07 ms
[2022-04-10 02:38:40 main:574] : INFO : Epoch 1848 | loss: 0.031131 | val_loss: 0.0311586 | Time: 2083.63 ms
[2022-04-10 02:38:42 main:574] : INFO : Epoch 1849 | loss: 0.0311284 | val_loss: 0.0311572 | Time: 2080.94 ms
[2022-04-10 02:38:44 main:574] : INFO : Epoch 1850 | loss: 0.0311299 | val_loss: 0.0311589 | Time: 2058.19 ms
[2022-04-10 02:38:47 main:574] : INFO : Epoch 1851 | loss: 0.031128 | val_loss: 0.0311553 | Time: 2101.09 ms
[2022-04-10 02:38:49 main:574] : INFO : Epoch 1852 | loss: 0.0311266 | val_loss: 0.031155 | Time: 2023.53 ms
[2022-04-10 02:38:51 main:574] : INFO : Epoch 1853 | loss: 0.0311259 | val_loss: 0.0311568 | Time: 2011.71 ms
[2022-04-10 02:38:53 main:574] : INFO : Epoch 1854 | loss: 0.0311278 | val_loss: 0.0311613 | Time: 2096.34 ms
[2022-04-10 02:38:55 main:574] : INFO : Epoch 1855 | loss: 0.0311248 | val_loss: 0.0311572 | Time: 2059.68 ms
[2022-04-10 02:38:57 main:574] : INFO : Epoch 1856 | loss: 0.0311231 | val_loss: 0.0311537 | Time: 2071.27 ms
[2022-04-10 02:38:59 main:574] : INFO : Epoch 1857 | loss: 0.0311257 | val_loss: 0.0311547 | Time: 2098.19 ms
[2022-04-10 02:39:01 main:574] : INFO : Epoch 1858 | loss: 0.0311263 | val_loss: 0.0311555 | Time: 2092.67 ms
[2022-04-10 02:39:03 main:574] : INFO : Epoch 1859 | loss: 0.0311257 | val_loss: 0.0311542 | Time: 2154.07 ms
[2022-04-10 02:39:05 main:574] : INFO : Epoch 1860 | loss: 0.0311274 | val_loss: 0.0311555 | Time: 2082.87 ms
[2022-04-10 02:39:07 main:574] : INFO : Epoch 1861 | loss: 0.0311254 | val_loss: 0.0311533 | Time: 2135.53 ms
[2022-04-10 02:39:09 main:574] : INFO : Epoch 1862 | loss: 0.0311277 | val_loss: 0.0311653 | Time: 2091.37 ms
[2022-04-10 02:39:11 main:574] : INFO : Epoch 1863 | loss: 0.0311271 | val_loss: 0.0311609 | Time: 2005.16 ms
[2022-04-10 02:39:14 main:574] : INFO : Epoch 1864 | loss: 0.0311245 | val_loss: 0.0311575 | Time: 2158.97 ms
[2022-04-10 02:39:16 main:574] : INFO : Epoch 1865 | loss: 0.0311252 | val_loss: 0.0311573 | Time: 2033.98 ms
[2022-04-10 02:39:18 main:574] : INFO : Epoch 1866 | loss: 0.0311233 | val_loss: 0.0311591 | Time: 2073.6 ms
[2022-04-10 02:39:20 main:574] : INFO : Epoch 1867 | loss: 0.0311258 | val_loss: 0.0311602 | Time: 2081.59 ms
[2022-04-10 02:39:22 main:574] : INFO : Epoch 1868 | loss: 0.0311235 | val_loss: 0.0311578 | Time: 2066.72 ms
[2022-04-10 02:39:24 main:574] : INFO : Epoch 1869 | loss: 0.0311221 | val_loss: 0.0311588 | Time: 2101.23 ms
[2022-04-10 02:39:26 main:574] : INFO : Epoch 1870 | loss: 0.0311249 | val_loss: 0.0311653 | Time: 2049.2 ms
[2022-04-10 02:39:28 main:574] : INFO : Epoch 1871 | loss: 0.0311252 | val_loss: 0.0311582 | Time: 2032.49 ms
[2022-04-10 02:39:30 main:574] : INFO : Epoch 1872 | loss: 0.0311245 | val_loss: 0.0311597 | Time: 1981.05 ms
[2022-04-10 02:39:32 main:574] : INFO : Epoch 1873 | loss: 0.0311233 | val_loss: 0.0311589 | Time: 2078.97 ms
[2022-04-10 02:39:34 main:574] : INFO : Epoch 1874 | loss: 0.031122 | val_loss: 0.0311574 | Time: 2109.73 ms
[2022-04-10 02:39:36 main:574] : INFO : Epoch 1875 | loss: 0.0311248 | val_loss: 0.0311547 | Time: 1979.21 ms
[2022-04-10 02:39:38 main:574] : INFO : Epoch 1876 | loss: 0.0311381 | val_loss: 0.0311609 | Time: 2091.78 ms
[2022-04-10 02:39:40 main:574] : INFO : Epoch 1877 | loss: 0.0311409 | val_loss: 0.0311613 | Time: 2019.61 ms
[2022-04-10 02:39:43 main:574] : INFO : Epoch 1878 | loss: 0.0311379 | val_loss: 0.0311619 | Time: 2106.4 ms
[2022-04-10 02:39:45 main:574] : INFO : Epoch 1879 | loss: 0.0311368 | val_loss: 0.0311614 | Time: 2103.41 ms
[2022-04-10 02:39:47 main:574] : INFO : Epoch 1880 | loss: 0.0311351 | val_loss: 0.0311588 | Time: 2007.6 ms
[2022-04-10 02:39:49 main:574] : INFO : Epoch 1881 | loss: 0.031135 | val_loss: 0.0311605 | Time: 2014.45 ms
[2022-04-10 02:39:51 main:574] : INFO : Epoch 1882 | loss: 0.0311365 | val_loss: 0.0311626 | Time: 2047.2 ms
[2022-04-10 02:39:53 main:574] : INFO : Epoch 1883 | loss: 0.0311358 | val_loss: 0.0311573 | Time: 2101.78 ms
[2022-04-10 02:39:55 main:574] : INFO : Epoch 1884 | loss: 0.0311322 | val_loss: 0.0311614 | Time: 2044.85 ms
[2022-04-10 02:39:57 main:574] : INFO : Epoch 1885 | loss: 0.0311322 | val_loss: 0.0311676 | Time: 2104.7 ms
[2022-04-10 02:39:59 main:574] : INFO : Epoch 1886 | loss: 0.0311359 | val_loss: 0.0311645 | Time: 2098.91 ms
[2022-04-10 02:40:01 main:574] : INFO : Epoch 1887 | loss: 0.0311343 | val_loss: 0.031162 | Time: 2100.94 ms
[2022-04-10 02:40:03 main:574] : INFO : Epoch 1888 | loss: 0.0311334 | val_loss: 0.0311579 | Time: 2115.66 ms
[2022-04-10 02:40:05 main:574] : INFO : Epoch 1889 | loss: 0.03113 | val_loss: 0.031157 | Time: 2022.15 ms
[2022-04-10 02:40:07 main:574] : INFO : Epoch 1890 | loss: 0.03113 | val_loss: 0.0311619 | Time: 2086.49 ms
[2022-04-10 02:40:09 main:574] : INFO : Epoch 1891 | loss: 0.0311327 | val_loss: 0.0311582 | Time: 1993.13 ms
[2022-04-10 02:40:11 main:574] : INFO : Epoch 1892 | loss: 0.0311316 | val_loss: 0.0311604 | Time: 2079.95 ms
[2022-04-10 02:40:14 main:574] : INFO : Epoch 1893 | loss: 0.0311303 | val_loss: 0.0311622 | Time: 2102.34 ms
[2022-04-10 02:40:16 main:574] : INFO : Epoch 1894 | loss: 0.0311367 | val_loss: 0.0311683 | Time: 2020.51 ms
[2022-04-10 02:40:18 main:574] : INFO : Epoch 1895 | loss: 0.0311417 | val_loss: 0.0311694 | Time: 2090 ms
[2022-04-10 02:40:20 main:574] : INFO : Epoch 1896 | loss: 0.0311342 | val_loss: 0.0311618 | Time: 2141.59 ms
[2022-04-10 02:40:22 main:574] : INFO : Epoch 1897 | loss: 0.0311348 | val_loss: 0.0311547 | Time: 2231.57 ms
[2022-04-10 02:40:24 main:574] : INFO : Epoch 1898 | loss: 0.0311315 | val_loss: 0.0311598 | Time: 2082.54 ms
[2022-04-10 02:40:26 main:574] : INFO : Epoch 1899 | loss: 0.0311317 | val_loss: 0.0311567 | Time: 2075.16 ms
[2022-04-10 02:40:28 main:574] : INFO : Epoch 1900 | loss: 0.0311282 | val_loss: 0.031157 | Time: 2007.5 ms
[2022-04-10 02:40:30 main:574] : INFO : Epoch 1901 | loss: 0.0311288 | val_loss: 0.0311596 | Time: 1999.31 ms
[2022-04-10 02:40:32 main:574] : INFO : Epoch 1902 | loss: 0.0311268 | val_loss: 0.03116 | Time: 2056.75 ms
[2022-04-10 02:40:35 main:574] : INFO : Epoch 1903 | loss: 0.031127 | val_loss: 0.0311635 | Time: 2169.31 ms
[2022-04-10 02:40:37 main:574] : INFO : Epoch 1904 | loss: 0.0311283 | val_loss: 0.0311598 | Time: 2186.8 ms
[2022-04-10 02:40:39 main:574] : INFO : Epoch 1905 | loss: 0.0311272 | val_loss: 0.0311547 | Time: 2111.13 ms
[2022-04-10 02:40:41 main:574] : INFO : Epoch 1906 | loss: 0.0311273 | val_loss: 0.0311545 | Time: 2028.87 ms
[2022-04-10 02:40:43 main:574] : INFO : Epoch 1907 | loss: 0.0311317 | val_loss: 0.0311618 | Time: 2083.41 ms
[2022-04-10 02:40:45 main:574] : INFO : Epoch 1908 | loss: 0.0311319 | val_loss: 0.0311558 | Time: 2081.1 ms
[2022-04-10 02:40:47 main:574] : INFO : Epoch 1909 | loss: 0.0311311 | val_loss: 0.0311565 | Time: 2039.89 ms
[2022-04-10 02:40:49 main:574] : INFO : Epoch 1910 | loss: 0.0311318 | val_loss: 0.031155 | Time: 2031.49 ms
[2022-04-10 02:40:51 main:574] : INFO : Epoch 1911 | loss: 0.0311314 | val_loss: 0.0311613 | Time: 2035.54 ms
[2022-04-10 02:40:53 main:574] : INFO : Epoch 1912 | loss: 0.0311325 | val_loss: 0.0311633 | Time: 2017.5 ms
[2022-04-10 02:40:55 main:574] : INFO : Epoch 1913 | loss: 0.0311309 | val_loss: 0.0311554 | Time: 2027.77 ms
[2022-04-10 02:40:57 main:574] : INFO : Epoch 1914 | loss: 0.0311294 | val_loss: 0.0311602 | Time: 2048.69 ms
[2022-04-10 02:40:59 main:574] : INFO : Epoch 1915 | loss: 0.0311294 | val_loss: 0.0311632 | Time: 2106.45 ms
[2022-04-10 02:41:01 main:574] : INFO : Epoch 1916 | loss: 0.0311298 | val_loss: 0.0311603 | Time: 2079.66 ms
[2022-04-10 02:41:04 main:574] : INFO : Epoch 1917 | loss: 0.0311289 | val_loss: 0.0311607 | Time: 2049.96 ms
[2022-04-10 02:41:06 main:574] : INFO : Epoch 1918 | loss: 0.0311258 | val_loss: 0.0311621 | Time: 2052.56 ms
[2022-04-10 02:41:08 main:574] : INFO : Epoch 1919 | loss: 0.0311257 | val_loss: 0.0311563 | Time: 2040.35 ms
[2022-04-10 02:41:10 main:574] : INFO : Epoch 1920 | loss: 0.0311262 | val_loss: 0.0311561 | Time: 2075.37 ms
[2022-04-10 02:41:12 main:574] : INFO : Epoch 1921 | loss: 0.0311263 | val_loss: 0.0311603 | Time: 2091.86 ms
[2022-04-10 02:41:14 main:574] : INFO : Epoch 1922 | loss: 0.0311248 | val_loss: 0.0311614 | Time: 2060.82 ms
[2022-04-10 02:41:16 main:574] : INFO : Epoch 1923 | loss: 0.0311243 | val_loss: 0.0311565 | Time: 2141.14 ms
[2022-04-10 02:41:18 main:574] : INFO : Epoch 1924 | loss: 0.0311262 | val_loss: 0.031161 | Time: 2095.72 ms
[2022-04-10 02:41:20 main:574] : INFO : Epoch 1925 | loss: 0.0311272 | val_loss: 0.0311613 | Time: 2061.03 ms
[2022-04-10 02:41:22 main:574] : INFO : Epoch 1926 | loss: 0.0311318 | val_loss: 0.0311673 | Time: 2075.13 ms
[2022-04-10 02:41:24 main:574] : INFO : Epoch 1927 | loss: 0.0311291 | val_loss: 0.0311593 | Time: 2070.28 ms
[2022-04-10 02:41:26 main:574] : INFO : Epoch 1928 | loss: 0.0311289 | val_loss: 0.0311551 | Time: 2046.85 ms
[2022-04-10 02:41:29 main:574] : INFO : Epoch 1929 | loss: 0.0311259 | val_loss: 0.0311575 | Time: 2160.74 ms
[2022-04-10 02:41:31 main:574] : INFO : Epoch 1930 | loss: 0.0311256 | val_loss: 0.0311564 | Time: 2069.28 ms
[2022-04-10 02:41:33 main:574] : INFO : Epoch 1931 | loss: 0.0311268 | val_loss: 0.031157 | Time: 2105.85 ms
[2022-04-10 02:41:35 main:574] : INFO : Epoch 1932 | loss: 0.0311256 | val_loss: 0.0311646 | Time: 2091.48 ms
[2022-04-10 02:41:37 main:574] : INFO : Epoch 1933 | loss: 0.0311272 | val_loss: 0.0311591 | Time: 2047.32 ms
[2022-04-10 02:41:39 main:574] : INFO : Epoch 1934 | loss: 0.0311251 | val_loss: 0.0311578 | Time: 2063.39 ms
[2022-04-10 02:41:41 main:574] : INFO : Epoch 1935 | loss: 0.0311246 | val_loss: 0.0311554 | Time: 2105.64 ms
[2022-04-10 02:41:43 main:574] : INFO : Epoch 1936 | loss: 0.031126 | val_loss: 0.0311548 | Time: 2129.71 ms
[2022-04-10 02:41:45 main:574] : INFO : Epoch 1937 | loss: 0.0311307 | val_loss: 0.0311539 | Time: 2047.99 ms
[2022-04-10 02:41:47 main:574] : INFO : Epoch 1938 | loss: 0.0311308 | val_loss: 0.0311554 | Time: 2021.88 ms
[2022-04-10 02:41:49 main:574] : INFO : Epoch 1939 | loss: 0.0311313 | val_loss: 0.0311507 | Time: 2072.32 ms
[2022-04-10 02:41:51 main:574] : INFO : Epoch 1940 | loss: 0.0311316 | val_loss: 0.0311585 | Time: 2069.32 ms
[2022-04-10 02:41:53 main:574] : INFO : Epoch 1941 | loss: 0.0311274 | val_loss: 0.0311577 | Time: 2070.29 ms
[2022-04-10 02:41:56 main:574] : INFO : Epoch 1942 | loss: 0.0311274 | val_loss: 0.0311607 | Time: 2143.86 ms
[2022-04-10 02:41:58 main:574] : INFO : Epoch 1943 | loss: 0.0311277 | val_loss: 0.031155 | Time: 2005.98 ms
[2022-04-10 02:42:00 main:574] : INFO : Epoch 1944 | loss: 0.0311263 | val_loss: 0.0311537 | Time: 2087.09 ms
[2022-04-10 02:42:02 main:574] : INFO : Epoch 1945 | loss: 0.0311248 | val_loss: 0.0311553 | Time: 2127.8 ms
[2022-04-10 02:42:04 main:574] : INFO : Epoch 1946 | loss: 0.031126 | val_loss: 0.0311526 | Time: 2112.95 ms
[2022-04-10 02:42:06 main:574] : INFO : Epoch 1947 | loss: 0.0311264 | val_loss: 0.0311533 | Time: 2045.47 ms
[2022-04-10 02:42:08 main:574] : INFO : Epoch 1948 | loss: 0.0311254 | val_loss: 0.0311527 | Time: 1996.89 ms
[2022-04-10 02:42:10 main:574] : INFO : Epoch 1949 | loss: 0.0311271 | val_loss: 0.0311524 | Time: 2125.63 ms
[2022-04-10 02:42:12 main:574] : INFO : Epoch 1950 | loss: 0.0311251 | val_loss: 0.0311532 | Time: 2027.36 ms
[2022-04-10 02:42:14 main:574] : INFO : Epoch 1951 | loss: 0.031123 | val_loss: 0.0311543 | Time: 2151.28 ms
[2022-04-10 02:42:16 main:574] : INFO : Epoch 1952 | loss: 0.0311223 | val_loss: 0.0311549 | Time: 2055.93 ms
[2022-04-10 02:42:19 main:574] : INFO : Epoch 1953 | loss: 0.031124 | val_loss: 0.0311586 | Time: 2105.92 ms
[2022-04-10 02:42:21 main:574] : INFO : Epoch 1954 | loss: 0.0311273 | val_loss: 0.031159 | Time: 2103.68 ms
[2022-04-10 02:42:23 main:574] : INFO : Epoch 1955 | loss: 0.0311255 | val_loss: 0.0311549 | Time: 2054.23 ms
[2022-04-10 02:42:25 main:574] : INFO : Epoch 1956 | loss: 0.0311251 | val_loss: 0.0311546 | Time: 2089.39 ms
[2022-04-10 02:42:27 main:574] : INFO : Epoch 1957 | loss: 0.0311242 | val_loss: 0.0311523 | Time: 2092.18 ms
[2022-04-10 02:42:29 main:574] : INFO : Epoch 1958 | loss: 0.0311239 | val_loss: 0.0311544 | Time: 2041.56 ms
[2022-04-10 02:42:31 main:574] : INFO : Epoch 1959 | loss: 0.0311246 | val_loss: 0.0311553 | Time: 2054.49 ms
[2022-04-10 02:42:33 main:574] : INFO : Epoch 1960 | loss: 0.0311242 | val_loss: 0.0311546 | Time: 2010.33 ms
[2022-04-10 02:42:35 main:574] : INFO : Epoch 1961 | loss: 0.0311248 | val_loss: 0.031158 | Time: 2109.1 ms
[2022-04-10 02:42:37 main:574] : INFO : Epoch 1962 | loss: 0.0311268 | val_loss: 0.0311549 | Time: 2082.48 ms
[2022-04-10 02:42:39 main:574] : INFO : Epoch 1963 | loss: 0.0311268 | val_loss: 0.0311548 | Time: 2150.85 ms
[2022-04-10 02:42:41 main:574] : INFO : Epoch 1964 | loss: 0.0311235 | val_loss: 0.0311545 | Time: 2058.53 ms
[2022-04-10 02:42:44 main:574] : INFO : Epoch 1965 | loss: 0.0311247 | val_loss: 0.0311534 | Time: 2081.18 ms
[2022-04-10 02:42:46 main:574] : INFO : Epoch 1966 | loss: 0.031123 | val_loss: 0.0311577 | Time: 2093.89 ms
[2022-04-10 02:42:48 main:574] : INFO : Epoch 1967 | loss: 0.0311225 | val_loss: 0.0311522 | Time: 2042.73 ms
[2022-04-10 02:42:50 main:574] : INFO : Epoch 1968 | loss: 0.0311246 | val_loss: 0.0311559 | Time: 2041.78 ms
[2022-04-10 02:42:52 main:574] : INFO : Epoch 1969 | loss: 0.0311269 | val_loss: 0.0311578 | Time: 2085.3 ms
[2022-04-10 02:42:54 main:574] : INFO : Epoch 1970 | loss: 0.0311269 | val_loss: 0.031157 | Time: 2093.58 ms
[2022-04-10 02:42:56 main:574] : INFO : Epoch 1971 | loss: 0.0311299 | val_loss: 0.0311559 | Time: 2041.23 ms
[2022-04-10 02:42:58 main:574] : INFO : Epoch 1972 | loss: 0.0311281 | val_loss: 0.0311628 | Time: 2071.36 ms
[2022-04-10 02:43:00 main:574] : INFO : Epoch 1973 | loss: 0.0311276 | val_loss: 0.0311546 | Time: 2084.06 ms
[2022-04-10 02:43:02 main:574] : INFO : Epoch 1974 | loss: 0.0311266 | val_loss: 0.031153 | Time: 2043.01 ms
[2022-04-10 02:43:04 main:574] : INFO : Epoch 1975 | loss: 0.0311263 | val_loss: 0.0311535 | Time: 2097.42 ms
[2022-04-10 02:43:06 main:574] : INFO : Epoch 1976 | loss: 0.0311251 | val_loss: 0.0311564 | Time: 2007.69 ms
[2022-04-10 02:43:08 main:574] : INFO : Epoch 1977 | loss: 0.0311363 | val_loss: 0.031159 | Time: 2017.89 ms
[2022-04-10 02:43:10 main:574] : INFO : Epoch 1978 | loss: 0.0311366 | val_loss: 0.0311601 | Time: 2121.63 ms
[2022-04-10 02:43:12 main:574] : INFO : Epoch 1979 | loss: 0.0311365 | val_loss: 0.0311593 | Time: 2066.39 ms
[2022-04-10 02:43:15 main:574] : INFO : Epoch 1980 | loss: 0.0311286 | val_loss: 0.0311575 | Time: 2069.83 ms
[2022-04-10 02:43:17 main:574] : INFO : Epoch 1981 | loss: 0.0311298 | val_loss: 0.0311581 | Time: 2066.8 ms
[2022-04-10 02:43:19 main:574] : INFO : Epoch 1982 | loss: 0.0311303 | val_loss: 0.0311607 | Time: 2113.8 ms
[2022-04-10 02:43:21 main:574] : INFO : Epoch 1983 | loss: 0.0311308 | val_loss: 0.0311589 | Time: 2050.66 ms
[2022-04-10 02:43:23 main:574] : INFO : Epoch 1984 | loss: 0.0311295 | val_loss: 0.0311558 | Time: 2065.66 ms
[2022-04-10 02:43:25 main:574] : INFO : Epoch 1985 | loss: 0.0311288 | val_loss: 0.0311561 | Time: 2068.16 ms
[2022-04-10 02:43:27 main:574] : INFO : Epoch 1986 | loss: 0.0311302 | val_loss: 0.031156 | Time: 2025.85 ms
[2022-04-10 02:43:29 main:574] : INFO : Epoch 1987 | loss: 0.0311276 | val_loss: 0.0311567 | Time: 2064.84 ms
[2022-04-10 02:43:31 main:574] : INFO : Epoch 1988 | loss: 0.0311264 | val_loss: 0.0311623 | Time: 2108.95 ms
[2022-04-10 02:43:33 main:574] : INFO : Epoch 1989 | loss: 0.031127 | val_loss: 0.0311595 | Time: 2076.84 ms
[2022-04-10 02:43:35 main:574] : INFO : Epoch 1990 | loss: 0.0311254 | val_loss: 0.0311593 | Time: 2097.03 ms
[2022-04-10 02:43:37 main:574] : INFO : Epoch 1991 | loss: 0.0311249 | val_loss: 0.031156 | Time: 2049.34 ms
[2022-04-10 02:43:39 main:574] : INFO : Epoch 1992 | loss: 0.0311272 | val_loss: 0.0311568 | Time: 2067.57 ms
[2022-04-10 02:43:42 main:574] : INFO : Epoch 1993 | loss: 0.031125 | val_loss: 0.0311612 | Time: 2109.69 ms
[2022-04-10 02:43:44 main:574] : INFO : Epoch 1994 | loss: 0.0311248 | val_loss: 0.0311566 | Time: 2086.28 ms
[2022-04-10 02:43:46 main:574] : INFO : Epoch 1995 | loss: 0.0311249 | val_loss: 0.0311594 | Time: 2113.21 ms
[2022-04-10 02:43:48 main:574] : INFO : Epoch 1996 | loss: 0.0311232 | val_loss: 0.0311557 | Time: 2027.53 ms
[2022-04-10 02:43:50 main:574] : INFO : Epoch 1997 | loss: 0.0311228 | val_loss: 0.0311593 | Time: 2079.94 ms
[2022-04-10 02:43:52 main:574] : INFO : Epoch 1998 | loss: 0.0311234 | val_loss: 0.0311548 | Time: 2047.81 ms
[2022-04-10 02:43:54 main:574] : INFO : Epoch 1999 | loss: 0.0311226 | val_loss: 0.0311526 | Time: 2095.58 ms
[2022-04-10 02:43:56 main:574] : INFO : Epoch 2000 | loss: 0.0311244 | val_loss: 0.0311583 | Time: 2021.8 ms
[2022-04-10 02:43:58 main:574] : INFO : Epoch 2001 | loss: 0.0311223 | val_loss: 0.0311538 | Time: 2082.33 ms
[2022-04-10 02:44:00 main:574] : INFO : Epoch 2002 | loss: 0.0311231 | val_loss: 0.0311573 | Time: 2079.18 ms
[2022-04-10 02:44:02 main:574] : INFO : Epoch 2003 | loss: 0.0311242 | val_loss: 0.0311575 | Time: 2037.85 ms
[2022-04-10 02:44:04 main:574] : INFO : Epoch 2004 | loss: 0.0311224 | val_loss: 0.0311551 | Time: 2123.25 ms
[2022-04-10 02:44:06 main:574] : INFO : Epoch 2005 | loss: 0.0311222 | val_loss: 0.0311559 | Time: 2015.16 ms
[2022-04-10 02:44:08 main:574] : INFO : Epoch 2006 | loss: 0.0311224 | val_loss: 0.0311551 | Time: 2016.71 ms
[2022-04-10 02:44:11 main:574] : INFO : Epoch 2007 | loss: 0.0311225 | val_loss: 0.031156 | Time: 2092.01 ms
[2022-04-10 02:44:13 main:574] : INFO : Epoch 2008 | loss: 0.0311277 | val_loss: 0.0311543 | Time: 2049.71 ms
[2022-04-10 02:44:15 main:574] : INFO : Epoch 2009 | loss: 0.0311262 | val_loss: 0.031164 | Time: 2076.54 ms
[2022-04-10 02:44:17 main:574] : INFO : Epoch 2010 | loss: 0.0311263 | val_loss: 0.0311593 | Time: 2049.83 ms
[2022-04-10 02:44:19 main:574] : INFO : Epoch 2011 | loss: 0.0311251 | val_loss: 0.0311619 | Time: 2036.65 ms
[2022-04-10 02:44:21 main:574] : INFO : Epoch 2012 | loss: 0.0311301 | val_loss: 0.0311605 | Time: 2116.6 ms
[2022-04-10 02:44:23 main:574] : INFO : Epoch 2013 | loss: 0.0311381 | val_loss: 0.0311612 | Time: 2051.46 ms
[2022-04-10 02:44:25 main:574] : INFO : Epoch 2014 | loss: 0.031133 | val_loss: 0.0311585 | Time: 2083.79 ms
[2022-04-10 02:44:27 main:574] : INFO : Epoch 2015 | loss: 0.031132 | val_loss: 0.0311591 | Time: 2034.78 ms
[2022-04-10 02:44:29 main:574] : INFO : Epoch 2016 | loss: 0.0311333 | val_loss: 0.0311562 | Time: 2031.75 ms
[2022-04-10 02:44:31 main:574] : INFO : Epoch 2017 | loss: 0.0311335 | val_loss: 0.0311601 | Time: 2052.23 ms
[2022-04-10 02:44:33 main:574] : INFO : Epoch 2018 | loss: 0.0311317 | val_loss: 0.0311587 | Time: 2119.38 ms
[2022-04-10 02:44:35 main:574] : INFO : Epoch 2019 | loss: 0.0311329 | val_loss: 0.0311572 | Time: 2119.54 ms
[2022-04-10 02:44:37 main:574] : INFO : Epoch 2020 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 2044.03 ms
[2022-04-10 02:44:40 main:574] : INFO : Epoch 2021 | loss: 0.0311272 | val_loss: 0.0311653 | Time: 2004.7 ms
[2022-04-10 02:44:41 main:574] : INFO : Epoch 2022 | loss: 0.0311283 | val_loss: 0.0311584 | Time: 1983.57 ms
[2022-04-10 02:44:44 main:574] : INFO : Epoch 2023 | loss: 0.0311267 | val_loss: 0.0311548 | Time: 2042.33 ms
[2022-04-10 02:44:46 main:574] : INFO : Epoch 2024 | loss: 0.0311243 | val_loss: 0.0311547 | Time: 2076.48 ms
[2022-04-10 02:44:48 main:574] : INFO : Epoch 2025 | loss: 0.0311233 | val_loss: 0.0311571 | Time: 2056.57 ms
[2022-04-10 02:44:50 main:574] : INFO : Epoch 2026 | loss: 0.0311246 | val_loss: 0.0311586 | Time: 2088.9 ms
[2022-04-10 02:44:52 main:574] : INFO : Epoch 2027 | loss: 0.0311225 | val_loss: 0.0311544 | Time: 2061.29 ms
[2022-04-10 02:44:54 main:574] : INFO : Epoch 2028 | loss: 0.0311247 | val_loss: 0.0311505 | Time: 2084.02 ms
[2022-04-10 02:44:56 main:574] : INFO : Epoch 2029 | loss: 0.0311271 | val_loss: 0.031149 | Time: 2074.14 ms
[2022-04-10 02:44:58 main:574] : INFO : Epoch 2030 | loss: 0.0311229 | val_loss: 0.0311507 | Time: 2065.77 ms
[2022-04-10 02:45:00 main:574] : INFO : Epoch 2031 | loss: 0.0311256 | val_loss: 0.0311533 | Time: 2077.65 ms
[2022-04-10 02:45:02 main:574] : INFO : Epoch 2032 | loss: 0.0311249 | val_loss: 0.0311589 | Time: 2028.73 ms
[2022-04-10 02:45:04 main:574] : INFO : Epoch 2033 | loss: 0.0311283 | val_loss: 0.0311647 | Time: 2033.52 ms
[2022-04-10 02:45:06 main:574] : INFO : Epoch 2034 | loss: 0.0311243 | val_loss: 0.0311567 | Time: 2055.26 ms
[2022-04-10 02:45:08 main:574] : INFO : Epoch 2035 | loss: 0.0311215 | val_loss: 0.0311548 | Time: 2150.31 ms
[2022-04-10 02:45:11 main:574] : INFO : Epoch 2036 | loss: 0.031121 | val_loss: 0.031157 | Time: 2098.99 ms
[2022-04-10 02:45:13 main:574] : INFO : Epoch 2037 | loss: 0.0311205 | val_loss: 0.0311526 | Time: 2066.41 ms
[2022-04-10 02:45:15 main:574] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.0311534 | Time: 2082.36 ms
[2022-04-10 02:45:17 main:574] : INFO : Epoch 2039 | loss: 0.0311201 | val_loss: 0.0311512 | Time: 2107.84 ms
[2022-04-10 02:45:19 main:574] : INFO : Epoch 2040 | loss: 0.0311211 | val_loss: 0.0311556 | Time: 2263.2 ms
[2022-04-10 02:45:21 main:574] : INFO : Epoch 2041 | loss: 0.0311215 | val_loss: 0.0311556 | Time: 2268.01 ms
[2022-04-10 02:45:23 main:574] : INFO : Epoch 2042 | loss: 0.0311255 | val_loss: 0.0311588 | Time: 2065.04 ms
[2022-04-10 02:45:26 main:574] : INFO : Epoch 2043 | loss: 0.0311277 | val_loss: 0.0311564 | Time: 2075.52 ms
[2022-04-10 02:45:28 main:574] : INFO : Epoch 2044 | loss: 0.0311272 | val_loss: 0.0311558 | Time: 2112.59 ms
[2022-04-10 02:45:30 main:574] : INFO : Epoch 2045 | loss: 0.0311238 | val_loss: 0.0311536 | Time: 2079.41 ms
[2022-04-10 02:45:32 main:574] : INFO : Epoch 2046 | loss: 0.0311248 | val_loss: 0.0311528 | Time: 2131.28 ms
[2022-04-10 02:45:34 main:574] : INFO : Epoch 2047 | loss: 0.031127 | val_loss: 0.0311532 | Time: 2099.89 ms
[2022-04-10 02:45:36 main:574] : INFO : Epoch 2048 | loss: 0.0311326 | val_loss: 0.0311522 | Time: 2068.15 ms
[2022-04-10 02:45:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311522
[2022-04-10 02:45:36 main:603] : INFO : Saving end state to config to file
[2022-04-10 02:45:36 main:608] : INFO : Success, exiting..
02:45:36 (9572): 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)