Task 14336453
| Name | ParityModified-1647041432-6374-3-0_0 |
| Workunit | 11386263 |
| Created | 4 Apr 2022, 3:49:36 UTC |
| Sent | 10 Apr 2022, 8:08:32 UTC |
| Report deadline | 18 Apr 2022, 8:08:32 UTC |
| Received | 10 Apr 2022, 12:04:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 30 sec |
| CPU time | 56 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0311398 | val_loss: 0.0311654 | Time: 1637.08 ms
[2022-04-10 13:48:00 main:574] : INFO : Epoch 1543 | loss: 0.0311391 | val_loss: 0.0311616 | Time: 1646.3 ms
[2022-04-10 13:48:02 main:574] : INFO : Epoch 1544 | loss: 0.0311386 | val_loss: 0.0311574 | Time: 1645.66 ms
[2022-04-10 13:48:04 main:574] : INFO : Epoch 1545 | loss: 0.0311354 | val_loss: 0.0311626 | Time: 1653.84 ms
[2022-04-10 13:48:05 main:574] : INFO : Epoch 1546 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 1648.51 ms
[2022-04-10 13:48:07 main:574] : INFO : Epoch 1547 | loss: 0.0311408 | val_loss: 0.0311676 | Time: 1637.14 ms
[2022-04-10 13:48:09 main:574] : INFO : Epoch 1548 | loss: 0.0311444 | val_loss: 0.031164 | Time: 1655.7 ms
[2022-04-10 13:48:10 main:574] : INFO : Epoch 1549 | loss: 0.0311393 | val_loss: 0.0311586 | Time: 1643.57 ms
[2022-04-10 13:48:12 main:574] : INFO : Epoch 1550 | loss: 0.0311372 | val_loss: 0.031159 | Time: 1640.84 ms
[2022-04-10 13:48:13 main:574] : INFO : Epoch 1551 | loss: 0.0311352 | val_loss: 0.0311588 | Time: 1645.68 ms
[2022-04-10 13:48:15 main:574] : INFO : Epoch 1552 | loss: 0.031136 | val_loss: 0.0311624 | Time: 1627.59 ms
[2022-04-10 13:48:17 main:574] : INFO : Epoch 1553 | loss: 0.031137 | val_loss: 0.0311594 | Time: 1653.55 ms
[2022-04-10 13:48:18 main:574] : INFO : Epoch 1554 | loss: 0.0311374 | val_loss: 0.031164 | Time: 1635.55 ms
[2022-04-10 13:48:20 main:574] : INFO : Epoch 1555 | loss: 0.0311378 | val_loss: 0.0311564 | Time: 1642.26 ms
[2022-04-10 13:48:22 main:574] : INFO : Epoch 1556 | loss: 0.031136 | val_loss: 0.0311578 | Time: 1644.74 ms
[2022-04-10 13:48:23 main:574] : INFO : Epoch 1557 | loss: 0.0311354 | val_loss: 0.0311562 | Time: 1644.09 ms
[2022-04-10 13:48:25 main:574] : INFO : Epoch 1558 | loss: 0.0311336 | val_loss: 0.0311578 | Time: 1661.33 ms
[2022-04-10 13:48:37 main:574] : INFO : Epoch 1559 | loss: 0.0311323 | val_loss: 0.0311561 | Time: 12053.3 ms
[2022-04-10 13:48:39 main:574] : INFO : Epoch 1560 | loss: 0.0311328 | val_loss: 0.0311567 | Time: 1692.59 ms
[2022-04-10 13:48:40 main:574] : INFO : Epoch 1561 | loss: 0.0311335 | val_loss: 0.0311557 | Time: 1640.55 ms
[2022-04-10 13:48:42 main:574] : INFO : Epoch 1562 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 1634.75 ms
[2022-04-10 13:48:44 main:574] : INFO : Epoch 1563 | loss: 0.0311319 | val_loss: 0.0311545 | Time: 1644.51 ms
[2022-04-10 13:48:45 main:574] : INFO : Epoch 1564 | loss: 0.0311303 | val_loss: 0.0311555 | Time: 1645.44 ms
[2022-04-10 13:48:47 main:574] : INFO : Epoch 1565 | loss: 0.0311351 | val_loss: 0.0311556 | Time: 1637.91 ms
[2022-04-10 13:48:49 main:574] : INFO : Epoch 1566 | loss: 0.0311374 | val_loss: 0.0311584 | Time: 1650.42 ms
[2022-04-10 13:48:50 main:574] : INFO : Epoch 1567 | loss: 0.0311366 | val_loss: 0.0311546 | Time: 1649.61 ms
[2022-04-10 13:48:52 main:574] : INFO : Epoch 1568 | loss: 0.0311332 | val_loss: 0.0311599 | Time: 1631.17 ms
[2022-04-10 13:48:54 main:574] : INFO : Epoch 1569 | loss: 0.0311356 | val_loss: 0.0311554 | Time: 1637.32 ms
[2022-04-10 13:48:55 main:574] : INFO : Epoch 1570 | loss: 0.0311385 | val_loss: 0.0311573 | Time: 1631.1 ms
[2022-04-10 13:48:57 main:574] : INFO : Epoch 1571 | loss: 0.0311357 | val_loss: 0.031159 | Time: 1642.04 ms
[2022-04-10 13:48:59 main:574] : INFO : Epoch 1572 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 1633.59 ms
[2022-04-10 13:49:00 main:574] : INFO : Epoch 1573 | loss: 0.0311396 | val_loss: 0.0311567 | Time: 1647.98 ms
[2022-04-10 13:49:02 main:574] : INFO : Epoch 1574 | loss: 0.0311402 | val_loss: 0.0311588 | Time: 1650.06 ms
[2022-04-10 13:49:03 main:574] : INFO : Epoch 1575 | loss: 0.0311398 | val_loss: 0.0311555 | Time: 1636.63 ms
[2022-04-10 13:49:05 main:574] : INFO : Epoch 1576 | loss: 0.0311369 | val_loss: 0.0311553 | Time: 1649.43 ms
[2022-04-10 13:49:07 main:574] : INFO : Epoch 1577 | loss: 0.0311355 | val_loss: 0.0311534 | Time: 1639.36 ms
[2022-04-10 13:49:08 main:574] : INFO : Epoch 1578 | loss: 0.0311341 | val_loss: 0.031156 | Time: 1639.31 ms
[2022-04-10 13:49:10 main:574] : INFO : Epoch 1579 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 1658.8 ms
[2022-04-10 13:49:12 main:574] : INFO : Epoch 1580 | loss: 0.0311328 | val_loss: 0.0311575 | Time: 1641.07 ms
[2022-04-10 13:49:13 main:574] : INFO : Epoch 1581 | loss: 0.0311311 | val_loss: 0.0311545 | Time: 1636.61 ms
[2022-04-10 13:49:15 main:574] : INFO : Epoch 1582 | loss: 0.0311309 | val_loss: 0.0311544 | Time: 1645.5 ms
[2022-04-10 13:49:17 main:574] : INFO : Epoch 1583 | loss: 0.031132 | val_loss: 0.0311573 | Time: 1656.24 ms
[2022-04-10 13:49:18 main:574] : INFO : Epoch 1584 | loss: 0.0311333 | val_loss: 0.031155 | Time: 1647.3 ms
[2022-04-10 13:49:20 main:574] : INFO : Epoch 1585 | loss: 0.0311342 | val_loss: 0.031156 | Time: 1641.22 ms
[2022-04-10 13:49:22 main:574] : INFO : Epoch 1586 | loss: 0.0311334 | val_loss: 0.0311591 | Time: 1636.93 ms
[2022-04-10 13:49:23 main:574] : INFO : Epoch 1587 | loss: 0.031134 | val_loss: 0.0311583 | Time: 1633.72 ms
[2022-04-10 13:49:25 main:574] : INFO : Epoch 1588 | loss: 0.0311332 | val_loss: 0.0311624 | Time: 1643.75 ms
[2022-04-10 13:49:27 main:574] : INFO : Epoch 1589 | loss: 0.0311327 | val_loss: 0.0311561 | Time: 1641.11 ms
[2022-04-10 13:49:28 main:574] : INFO : Epoch 1590 | loss: 0.0311306 | val_loss: 0.0311572 | Time: 1646.9 ms
[2022-04-10 13:49:30 main:574] : INFO : Epoch 1591 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 1638.19 ms
[2022-04-10 13:49:32 main:574] : INFO : Epoch 1592 | loss: 0.0311293 | val_loss: 0.0311569 | Time: 1636.22 ms
[2022-04-10 13:49:33 main:574] : INFO : Epoch 1593 | loss: 0.0311305 | val_loss: 0.0311579 | Time: 1636.21 ms
[2022-04-10 13:49:35 main:574] : INFO : Epoch 1594 | loss: 0.0311331 | val_loss: 0.0311588 | Time: 1637.34 ms
[2022-04-10 13:49:36 main:574] : INFO : Epoch 1595 | loss: 0.0311327 | val_loss: 0.0311637 | Time: 1650.75 ms
[2022-04-10 13:49:38 main:574] : INFO : Epoch 1596 | loss: 0.0311308 | val_loss: 0.0311586 | Time: 1646.81 ms
[2022-04-10 13:49:40 main:574] : INFO : Epoch 1597 | loss: 0.03113 | val_loss: 0.0311583 | Time: 1649.06 ms
[2022-04-10 13:49:41 main:574] : INFO : Epoch 1598 | loss: 0.0311297 | val_loss: 0.0311589 | Time: 1641.81 ms
[2022-04-10 13:49:43 main:574] : INFO : Epoch 1599 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 1645.41 ms
[2022-04-10 13:49:45 main:574] : INFO : Epoch 1600 | loss: 0.0311277 | val_loss: 0.0311595 | Time: 1632.94 ms
[2022-04-10 13:49:46 main:574] : INFO : Epoch 1601 | loss: 0.0311283 | val_loss: 0.0311627 | Time: 1642.49 ms
[2022-04-10 13:49:48 main:574] : INFO : Epoch 1602 | loss: 0.0311274 | val_loss: 0.0311642 | Time: 1635.52 ms
[2022-04-10 13:49:50 main:574] : INFO : Epoch 1603 | loss: 0.0311264 | val_loss: 0.0311617 | Time: 1647.31 ms
[2022-04-10 13:49:51 main:574] : INFO : Epoch 1604 | loss: 0.0311273 | val_loss: 0.0311593 | Time: 1642.13 ms
[2022-04-10 13:49:53 main:574] : INFO : Epoch 1605 | loss: 0.0311249 | val_loss: 0.031166 | Time: 1646.62 ms
[2022-04-10 13:49:55 main:574] : INFO : Epoch 1606 | loss: 0.0311233 | val_loss: 0.0311612 | Time: 1631.09 ms
[2022-04-10 13:49:56 main:574] : INFO : Epoch 1607 | loss: 0.0311246 | val_loss: 0.0311655 | Time: 1641.34 ms
[2022-04-10 13:49:58 main:574] : INFO : Epoch 1608 | loss: 0.0311263 | val_loss: 0.0311623 | Time: 1627.74 ms
[2022-04-10 13:50:00 main:574] : INFO : Epoch 1609 | loss: 0.0311246 | val_loss: 0.0311641 | Time: 1644.37 ms
[2022-04-10 13:50:01 main:574] : INFO : Epoch 1610 | loss: 0.0311382 | val_loss: 0.0311613 | Time: 1650.38 ms
[2022-04-10 13:50:03 main:574] : INFO : Epoch 1611 | loss: 0.0311393 | val_loss: 0.0311639 | Time: 1621.44 ms
[2022-04-10 13:50:04 main:574] : INFO : Epoch 1612 | loss: 0.0311363 | val_loss: 0.0311633 | Time: 1652.22 ms
[2022-04-10 13:50:06 main:574] : INFO : Epoch 1613 | loss: 0.0311348 | val_loss: 0.0311626 | Time: 1642.05 ms
[2022-04-10 13:50:08 main:574] : INFO : Epoch 1614 | loss: 0.0311357 | val_loss: 0.0311646 | Time: 1639.77 ms
[2022-04-10 13:50:09 main:574] : INFO : Epoch 1615 | loss: 0.0311357 | val_loss: 0.0311661 | Time: 1643.59 ms
[2022-04-10 13:50:11 main:574] : INFO : Epoch 1616 | loss: 0.031134 | val_loss: 0.0311648 | Time: 1651.95 ms
[2022-04-10 13:50:13 main:574] : INFO : Epoch 1617 | loss: 0.0311324 | val_loss: 0.0311655 | Time: 1641.17 ms
[2022-04-10 13:50:14 main:574] : INFO : Epoch 1618 | loss: 0.0311327 | val_loss: 0.0311662 | Time: 1652.39 ms
[2022-04-10 13:50:16 main:574] : INFO : Epoch 1619 | loss: 0.0311332 | val_loss: 0.0311603 | Time: 1648.74 ms
[2022-04-10 13:50:18 main:574] : INFO : Epoch 1620 | loss: 0.0311332 | val_loss: 0.031158 | Time: 1641.96 ms
[2022-04-10 13:50:19 main:574] : INFO : Epoch 1621 | loss: 0.0311308 | val_loss: 0.0311608 | Time: 1643.78 ms
[2022-04-10 13:50:21 main:574] : INFO : Epoch 1622 | loss: 0.0311318 | val_loss: 0.0311615 | Time: 1641.66 ms
[2022-04-10 13:50:23 main:574] : INFO : Epoch 1623 | loss: 0.0311319 | val_loss: 0.0311642 | Time: 1636.24 ms
[2022-04-10 13:50:24 main:574] : INFO : Epoch 1624 | loss: 0.0311294 | val_loss: 0.0311595 | Time: 1630.84 ms
[2022-04-10 13:50:26 main:574] : INFO : Epoch 1625 | loss: 0.0311283 | val_loss: 0.0311634 | Time: 1647.23 ms
[2022-04-10 13:50:28 main:574] : INFO : Epoch 1626 | loss: 0.0311291 | val_loss: 0.0311658 | Time: 1640.37 ms
[2022-04-10 13:50:29 main:574] : INFO : Epoch 1627 | loss: 0.0311279 | val_loss: 0.0311654 | Time: 1643.2 ms
[2022-04-10 13:50:31 main:574] : INFO : Epoch 1628 | loss: 0.0311269 | val_loss: 0.0311604 | Time: 1651.81 ms
[2022-04-10 13:50:32 main:574] : INFO : Epoch 1629 | loss: 0.0311256 | val_loss: 0.0311619 | Time: 1637.14 ms
[2022-04-10 13:50:34 main:574] : INFO : Epoch 1630 | loss: 0.0311252 | val_loss: 0.0311618 | Time: 1646.68 ms
[2022-04-10 13:50:36 main:574] : INFO : Epoch 1631 | loss: 0.031124 | val_loss: 0.0311627 | Time: 1636.36 ms
[2022-04-10 13:50:37 main:574] : INFO : Epoch 1632 | loss: 0.0311252 | val_loss: 0.0311632 | Time: 1635.63 ms
[2022-04-10 13:50:39 main:574] : INFO : Epoch 1633 | loss: 0.0311245 | val_loss: 0.0311614 | Time: 1660.29 ms
[2022-04-10 13:50:41 main:574] : INFO : Epoch 1634 | loss: 0.0311249 | val_loss: 0.0311612 | Time: 1643.02 ms
[2022-04-10 13:50:42 main:574] : INFO : Epoch 1635 | loss: 0.0311233 | val_loss: 0.0311611 | Time: 1645.86 ms
[2022-04-10 13:50:44 main:574] : INFO : Epoch 1636 | loss: 0.031125 | val_loss: 0.0311624 | Time: 1631.73 ms
[2022-04-10 13:50:46 main:574] : INFO : Epoch 1637 | loss: 0.0311282 | val_loss: 0.0311619 | Time: 1648.54 ms
[2022-04-10 13:50:47 main:574] : INFO : Epoch 1638 | loss: 0.031126 | val_loss: 0.0311567 | Time: 1636.82 ms
[2022-04-10 13:50:49 main:574] : INFO : Epoch 1639 | loss: 0.0311253 | val_loss: 0.0311595 | Time: 1640.1 ms
[2022-04-10 13:50:51 main:574] : INFO : Epoch 1640 | loss: 0.031126 | val_loss: 0.0311608 | Time: 1631.23 ms
[2022-04-10 13:50:52 main:574] : INFO : Epoch 1641 | loss: 0.0311274 | val_loss: 0.031161 | Time: 1643.44 ms
[2022-04-10 13:50:54 main:574] : INFO : Epoch 1642 | loss: 0.0311252 | val_loss: 0.031161 | Time: 1644.42 ms
[2022-04-10 13:50:56 main:574] : INFO : Epoch 1643 | loss: 0.0311235 | val_loss: 0.0311599 | Time: 1644.18 ms
[2022-04-10 13:50:57 main:574] : INFO : Epoch 1644 | loss: 0.0311234 | val_loss: 0.0311615 | Time: 1642.36 ms
[2022-04-10 13:50:59 main:574] : INFO : Epoch 1645 | loss: 0.0311226 | val_loss: 0.0311657 | Time: 1637.47 ms
[2022-04-10 13:51:00 main:574] : INFO : Epoch 1646 | loss: 0.0311229 | val_loss: 0.031161 | Time: 1647.8 ms
[2022-04-10 13:51:02 main:574] : INFO : Epoch 1647 | loss: 0.0311237 | val_loss: 0.0311592 | Time: 1634.29 ms
[2022-04-10 13:51:04 main:574] : INFO : Epoch 1648 | loss: 0.0311252 | val_loss: 0.0311594 | Time: 1649.65 ms
[2022-04-10 13:51:05 main:574] : INFO : Epoch 1649 | loss: 0.0311243 | val_loss: 0.0311593 | Time: 1642.12 ms
[2022-04-10 13:51:07 main:574] : INFO : Epoch 1650 | loss: 0.0311229 | val_loss: 0.0311623 | Time: 1634.25 ms
[2022-04-10 13:51:09 main:574] : INFO : Epoch 1651 | loss: 0.0311316 | val_loss: 0.0311591 | Time: 1646.02 ms
[2022-04-10 13:51:10 main:574] : INFO : Epoch 1652 | loss: 0.031133 | val_loss: 0.0311602 | Time: 1641.41 ms
[2022-04-10 13:51:12 main:574] : INFO : Epoch 1653 | loss: 0.0311321 | val_loss: 0.0311631 | Time: 1646.96 ms
[2022-04-10 13:51:14 main:574] : INFO : Epoch 1654 | loss: 0.0311345 | val_loss: 0.0311614 | Time: 1650.17 ms
[2022-04-10 13:51:15 main:574] : INFO : Epoch 1655 | loss: 0.0311339 | val_loss: 0.031166 | Time: 1653.4 ms
[2022-04-10 13:51:17 main:574] : INFO : Epoch 1656 | loss: 0.0311318 | val_loss: 0.031159 | Time: 1642.09 ms
[2022-04-10 13:51:19 main:574] : INFO : Epoch 1657 | loss: 0.0311304 | val_loss: 0.0311636 | Time: 1646.04 ms
[2022-04-10 13:51:20 main:574] : INFO : Epoch 1658 | loss: 0.0311289 | val_loss: 0.0311619 | Time: 1637.61 ms
[2022-04-10 13:51:22 main:574] : INFO : Epoch 1659 | loss: 0.0311296 | val_loss: 0.0311579 | Time: 1645.37 ms
[2022-04-10 13:51:24 main:574] : INFO : Epoch 1660 | loss: 0.0311286 | val_loss: 0.031166 | Time: 1633.26 ms
[2022-04-10 13:51:25 main:574] : INFO : Epoch 1661 | loss: 0.0311289 | val_loss: 0.0311597 | Time: 1630.72 ms
[2022-04-10 13:51:27 main:574] : INFO : Epoch 1662 | loss: 0.0311285 | val_loss: 0.0311613 | Time: 1637.14 ms
[2022-04-10 13:51:29 main:574] : INFO : Epoch 1663 | loss: 0.0311264 | val_loss: 0.031161 | Time: 1636.51 ms
[2022-04-10 13:51:30 main:574] : INFO : Epoch 1664 | loss: 0.0311252 | val_loss: 0.0311583 | Time: 1655.62 ms
[2022-04-10 13:51:32 main:574] : INFO : Epoch 1665 | loss: 0.0311255 | val_loss: 0.0311629 | Time: 1638.59 ms
[2022-04-10 13:51:33 main:574] : INFO : Epoch 1666 | loss: 0.031125 | val_loss: 0.03116 | Time: 1636.99 ms
[2022-04-10 13:51:35 main:574] : INFO : Epoch 1667 | loss: 0.0311405 | val_loss: 0.0311588 | Time: 1640.64 ms
[2022-04-10 13:51:37 main:574] : INFO : Epoch 1668 | loss: 0.0311438 | val_loss: 0.0311601 | Time: 1648.79 ms
[2022-04-10 13:51:38 main:574] : INFO : Epoch 1669 | loss: 0.0311404 | val_loss: 0.0311583 | Time: 1646.28 ms
[2022-04-10 13:51:40 main:574] : INFO : Epoch 1670 | loss: 0.0311423 | val_loss: 0.031161 | Time: 1648.51 ms
[2022-04-10 13:51:42 main:574] : INFO : Epoch 1671 | loss: 0.0311382 | val_loss: 0.0311573 | Time: 1639.67 ms
[2022-04-10 13:51:43 main:574] : INFO : Epoch 1672 | loss: 0.0311365 | val_loss: 0.031163 | Time: 1638.78 ms
[2022-04-10 13:51:45 main:574] : INFO : Epoch 1673 | loss: 0.0311371 | val_loss: 0.0311605 | Time: 1644.43 ms
[2022-04-10 13:51:47 main:574] : INFO : Epoch 1674 | loss: 0.0311371 | val_loss: 0.0311579 | Time: 1650.86 ms
[2022-04-10 13:51:48 main:574] : INFO : Epoch 1675 | loss: 0.0311344 | val_loss: 0.0311636 | Time: 1645.91 ms
[2022-04-10 13:51:50 main:574] : INFO : Epoch 1676 | loss: 0.031135 | val_loss: 0.0311628 | Time: 1640.08 ms
[2022-04-10 13:51:52 main:574] : INFO : Epoch 1677 | loss: 0.0311343 | val_loss: 0.0311604 | Time: 1641.02 ms
[2022-04-10 13:51:53 main:574] : INFO : Epoch 1678 | loss: 0.0311344 | val_loss: 0.031159 | Time: 1632.91 ms
[2022-04-10 13:51:55 main:574] : INFO : Epoch 1679 | loss: 0.0311361 | val_loss: 0.0311601 | Time: 1643.42 ms
[2022-04-10 13:51:57 main:574] : INFO : Epoch 1680 | loss: 0.0311363 | val_loss: 0.0311627 | Time: 1649.65 ms
[2022-04-10 13:51:58 main:574] : INFO : Epoch 1681 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 1641.91 ms
[2022-04-10 13:52:00 main:574] : INFO : Epoch 1682 | loss: 0.0311363 | val_loss: 0.0311587 | Time: 1649.02 ms
[2022-04-10 13:52:02 main:574] : INFO : Epoch 1683 | loss: 0.0311363 | val_loss: 0.0311623 | Time: 1648.5 ms
[2022-04-10 13:52:03 main:574] : INFO : Epoch 1684 | loss: 0.0311341 | val_loss: 0.0311593 | Time: 1646.08 ms
[2022-04-10 13:52:05 main:574] : INFO : Epoch 1685 | loss: 0.0311339 | val_loss: 0.0311607 | Time: 1628.37 ms
[2022-04-10 13:52:06 main:574] : INFO : Epoch 1686 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 1639.41 ms
[2022-04-10 13:52:08 main:574] : INFO : Epoch 1687 | loss: 0.0311434 | val_loss: 0.0311609 | Time: 1648.62 ms
[2022-04-10 13:52:10 main:574] : INFO : Epoch 1688 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1634.85 ms
[2022-04-10 13:52:11 main:574] : INFO : Epoch 1689 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 1638.62 ms
[2022-04-10 13:52:13 main:574] : INFO : Epoch 1690 | loss: 0.0311382 | val_loss: 0.0311576 | Time: 1646.39 ms
[2022-04-10 13:52:15 main:574] : INFO : Epoch 1691 | loss: 0.0311378 | val_loss: 0.0311587 | Time: 1635.39 ms
[2022-04-10 13:52:16 main:574] : INFO : Epoch 1692 | loss: 0.0311375 | val_loss: 0.0311585 | Time: 1649.54 ms
[2022-04-10 13:52:18 main:574] : INFO : Epoch 1693 | loss: 0.0311353 | val_loss: 0.0311545 | Time: 1637.69 ms
[2022-04-10 13:52:20 main:574] : INFO : Epoch 1694 | loss: 0.031143 | val_loss: 0.0311529 | Time: 1645.24 ms
[2022-04-10 13:52:21 main:574] : INFO : Epoch 1695 | loss: 0.0311404 | val_loss: 0.0311537 | Time: 1643.23 ms
[2022-04-10 13:52:23 main:574] : INFO : Epoch 1696 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 1635.5 ms
[2022-04-10 13:52:25 main:574] : INFO : Epoch 1697 | loss: 0.0311381 | val_loss: 0.0311579 | Time: 1649.48 ms
[2022-04-10 13:52:26 main:574] : INFO : Epoch 1698 | loss: 0.0311406 | val_loss: 0.0311616 | Time: 1650.47 ms
[2022-04-10 13:52:28 main:574] : INFO : Epoch 1699 | loss: 0.031139 | val_loss: 0.0311571 | Time: 1640.73 ms
[2022-04-10 13:52:30 main:574] : INFO : Epoch 1700 | loss: 0.0311349 | val_loss: 0.0311577 | Time: 1651.79 ms
[2022-04-10 13:52:31 main:574] : INFO : Epoch 1701 | loss: 0.0311352 | val_loss: 0.0311588 | Time: 1640.26 ms
[2022-04-10 13:52:33 main:574] : INFO : Epoch 1702 | loss: 0.0311356 | val_loss: 0.0311558 | Time: 1638.8 ms
[2022-04-10 13:52:34 main:574] : INFO : Epoch 1703 | loss: 0.0311355 | val_loss: 0.0311612 | Time: 1641.16 ms
[2022-04-10 13:52:36 main:574] : INFO : Epoch 1704 | loss: 0.031135 | val_loss: 0.0311612 | Time: 1648 ms
[2022-04-10 13:52:38 main:574] : INFO : Epoch 1705 | loss: 0.0311343 | val_loss: 0.031158 | Time: 1646.16 ms
[2022-04-10 13:52:39 main:574] : INFO : Epoch 1706 | loss: 0.031133 | val_loss: 0.0311657 | Time: 1639.25 ms
[2022-04-10 13:52:41 main:574] : INFO : Epoch 1707 | loss: 0.0311364 | val_loss: 0.0311915 | Time: 1643.75 ms
[2022-04-10 13:52:43 main:574] : INFO : Epoch 1708 | loss: 0.0315128 | val_loss: 0.031747 | Time: 1646.63 ms
[2022-04-10 13:52:44 main:574] : INFO : Epoch 1709 | loss: 0.0329553 | val_loss: 0.0354506 | Time: 1634.51 ms
[2022-04-10 13:52:46 main:574] : INFO : Epoch 1710 | loss: 0.0319762 | val_loss: 0.0312799 | Time: 1636.42 ms
[2022-04-10 13:52:48 main:574] : INFO : Epoch 1711 | loss: 0.0312468 | val_loss: 0.0311917 | Time: 1632.65 ms
[2022-04-10 13:52:49 main:574] : INFO : Epoch 1712 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 1631.63 ms
[2022-04-10 13:52:51 main:574] : INFO : Epoch 1713 | loss: 0.03114 | val_loss: 0.0311631 | Time: 1635.13 ms
[2022-04-10 13:52:53 main:574] : INFO : Epoch 1714 | loss: 0.0311348 | val_loss: 0.0311618 | Time: 1632.59 ms
[2022-04-10 13:52:54 main:574] : INFO : Epoch 1715 | loss: 0.0311345 | val_loss: 0.0311601 | Time: 1635.22 ms
[2022-04-10 13:52:56 main:574] : INFO : Epoch 1716 | loss: 0.0311335 | val_loss: 0.0311607 | Time: 1643.81 ms
[2022-04-10 13:52:57 main:574] : INFO : Epoch 1717 | loss: 0.0311336 | val_loss: 0.0311598 | Time: 1648.4 ms
[2022-04-10 13:52:59 main:574] : INFO : Epoch 1718 | loss: 0.0311321 | val_loss: 0.0311585 | Time: 1641.14 ms
[2022-04-10 13:53:01 main:574] : INFO : Epoch 1719 | loss: 0.0311305 | val_loss: 0.0311598 | Time: 1653.05 ms
[2022-04-10 13:53:02 main:574] : INFO : Epoch 1720 | loss: 0.0311308 | val_loss: 0.0311602 | Time: 1635.44 ms
[2022-04-10 13:53:04 main:574] : INFO : Epoch 1721 | loss: 0.0311301 | val_loss: 0.0311556 | Time: 1643.52 ms
[2022-04-10 13:53:06 main:574] : INFO : Epoch 1722 | loss: 0.0311291 | val_loss: 0.0311597 | Time: 1654.49 ms
[2022-04-10 13:53:07 main:574] : INFO : Epoch 1723 | loss: 0.0311288 | val_loss: 0.0311588 | Time: 1650.21 ms
[2022-04-10 13:53:09 main:574] : INFO : Epoch 1724 | loss: 0.0311295 | val_loss: 0.0311583 | Time: 1642.6 ms
[2022-04-10 13:53:11 main:574] : INFO : Epoch 1725 | loss: 0.0311295 | val_loss: 0.0311588 | Time: 1646.42 ms
[2022-04-10 13:53:12 main:574] : INFO : Epoch 1726 | loss: 0.0311294 | val_loss: 0.0311582 | Time: 1651.76 ms
[2022-04-10 13:53:14 main:574] : INFO : Epoch 1727 | loss: 0.0311286 | val_loss: 0.03116 | Time: 1645.53 ms
[2022-04-10 13:53:16 main:574] : INFO : Epoch 1728 | loss: 0.0311278 | val_loss: 0.0311613 | Time: 1644.03 ms
[2022-04-10 13:53:17 main:574] : INFO : Epoch 1729 | loss: 0.0311275 | val_loss: 0.0311572 | Time: 1655.39 ms
[2022-04-10 13:53:19 main:574] : INFO : Epoch 1730 | loss: 0.0311265 | val_loss: 0.0311615 | Time: 1635.64 ms
[2022-04-10 13:53:21 main:574] : INFO : Epoch 1731 | loss: 0.0311267 | val_loss: 0.0311577 | Time: 1648.6 ms
[2022-04-10 13:53:22 main:574] : INFO : Epoch 1732 | loss: 0.0311267 | val_loss: 0.0311579 | Time: 1646.62 ms
[2022-04-10 13:53:24 main:574] : INFO : Epoch 1733 | loss: 0.0311317 | val_loss: 0.0311546 | Time: 1645.62 ms
[2022-04-10 13:53:26 main:574] : INFO : Epoch 1734 | loss: 0.0311315 | val_loss: 0.0311584 | Time: 1641.64 ms
[2022-04-10 13:53:27 main:574] : INFO : Epoch 1735 | loss: 0.0311315 | val_loss: 0.0311599 | Time: 1637.35 ms
[2022-04-10 13:53:29 main:574] : INFO : Epoch 1736 | loss: 0.0311307 | val_loss: 0.0311569 | Time: 1645.39 ms
[2022-04-10 13:53:31 main:574] : INFO : Epoch 1737 | loss: 0.0311345 | val_loss: 0.031158 | Time: 1654.6 ms
[2022-04-10 13:53:32 main:574] : INFO : Epoch 1738 | loss: 0.0311375 | val_loss: 0.031158 | Time: 1633.68 ms
[2022-04-10 13:53:34 main:574] : INFO : Epoch 1739 | loss: 0.0311373 | val_loss: 0.0311602 | Time: 1642.54 ms
[2022-04-10 13:53:35 main:574] : INFO : Epoch 1740 | loss: 0.0311384 | val_loss: 0.0311608 | Time: 1651.61 ms
[2022-04-10 13:53:37 main:574] : INFO : Epoch 1741 | loss: 0.0311394 | val_loss: 0.0311636 | Time: 1633.11 ms
[2022-04-10 13:53:39 main:574] : INFO : Epoch 1742 | loss: 0.0311376 | val_loss: 0.0311611 | Time: 1646.85 ms
[2022-04-10 13:53:40 main:574] : INFO : Epoch 1743 | loss: 0.0311384 | val_loss: 0.0311584 | Time: 1644.25 ms
[2022-04-10 13:53:42 main:574] : INFO : Epoch 1744 | loss: 0.0311378 | val_loss: 0.0311615 | Time: 1646.04 ms
[2022-04-10 13:53:44 main:574] : INFO : Epoch 1745 | loss: 0.0311353 | val_loss: 0.0311601 | Time: 1645.21 ms
[2022-04-10 13:53:45 main:574] : INFO : Epoch 1746 | loss: 0.0311337 | val_loss: 0.0311589 | Time: 1636.59 ms
[2022-04-10 13:53:47 main:574] : INFO : Epoch 1747 | loss: 0.031133 | val_loss: 0.0311593 | Time: 1641.77 ms
[2022-04-10 13:53:49 main:574] : INFO : Epoch 1748 | loss: 0.0311333 | val_loss: 0.0311602 | Time: 1644.39 ms
[2022-04-10 13:54:01 main:574] : INFO : Epoch 1749 | loss: 0.0311307 | val_loss: 0.0311613 | Time: 12088.5 ms
[2022-04-10 13:54:02 main:574] : INFO : Epoch 1750 | loss: 0.0311307 | val_loss: 0.0311567 | Time: 1639.41 ms
[2022-04-10 13:54:04 main:574] : INFO : Epoch 1751 | loss: 0.031134 | val_loss: 0.0311595 | Time: 1649.18 ms
[2022-04-10 13:54:06 main:574] : INFO : Epoch 1752 | loss: 0.0311356 | val_loss: 0.0311657 | Time: 1636.52 ms
[2022-04-10 13:54:07 main:574] : INFO : Epoch 1753 | loss: 0.0311351 | val_loss: 0.0311639 | Time: 1642.52 ms
[2022-04-10 13:54:09 main:574] : INFO : Epoch 1754 | loss: 0.0311329 | val_loss: 0.0311573 | Time: 1647.59 ms
[2022-04-10 13:54:11 main:574] : INFO : Epoch 1755 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 1633.61 ms
[2022-04-10 13:54:12 main:574] : INFO : Epoch 1756 | loss: 0.031133 | val_loss: 0.0311621 | Time: 1642.12 ms
[2022-04-10 13:54:14 main:574] : INFO : Epoch 1757 | loss: 0.0311314 | val_loss: 0.0311602 | Time: 1634.47 ms
[2022-04-10 13:54:16 main:574] : INFO : Epoch 1758 | loss: 0.0311301 | val_loss: 0.031161 | Time: 1658.32 ms
[2022-04-10 13:54:17 main:574] : INFO : Epoch 1759 | loss: 0.03113 | val_loss: 0.0311555 | Time: 1631.07 ms
[2022-04-10 13:54:19 main:574] : INFO : Epoch 1760 | loss: 0.0311298 | val_loss: 0.0311578 | Time: 1647.7 ms
[2022-04-10 13:54:21 main:574] : INFO : Epoch 1761 | loss: 0.0311291 | val_loss: 0.0311616 | Time: 1644.87 ms
[2022-04-10 13:54:22 main:574] : INFO : Epoch 1762 | loss: 0.0311279 | val_loss: 0.0311573 | Time: 1645.48 ms
[2022-04-10 13:54:24 main:574] : INFO : Epoch 1763 | loss: 0.0311269 | val_loss: 0.0311623 | Time: 1634.07 ms
[2022-04-10 13:54:25 main:574] : INFO : Epoch 1764 | loss: 0.0311282 | val_loss: 0.0311631 | Time: 1641.79 ms
[2022-04-10 13:54:27 main:574] : INFO : Epoch 1765 | loss: 0.0311295 | val_loss: 0.0311572 | Time: 1647.59 ms
[2022-04-10 13:54:29 main:574] : INFO : Epoch 1766 | loss: 0.0311262 | val_loss: 0.0311633 | Time: 1650.37 ms
[2022-04-10 13:54:30 main:574] : INFO : Epoch 1767 | loss: 0.031126 | val_loss: 0.0311616 | Time: 1641.31 ms
[2022-04-10 13:54:32 main:574] : INFO : Epoch 1768 | loss: 0.0311258 | val_loss: 0.0311612 | Time: 1645.52 ms
[2022-04-10 13:54:34 main:574] : INFO : Epoch 1769 | loss: 0.0311272 | val_loss: 0.0311619 | Time: 1630.07 ms
[2022-04-10 13:54:35 main:574] : INFO : Epoch 1770 | loss: 0.0311288 | val_loss: 0.0311661 | Time: 1628.14 ms
[2022-04-10 13:54:37 main:574] : INFO : Epoch 1771 | loss: 0.0311294 | val_loss: 0.0311623 | Time: 1637.4 ms
[2022-04-10 13:54:39 main:574] : INFO : Epoch 1772 | loss: 0.0311273 | val_loss: 0.0311635 | Time: 1638.95 ms
[2022-04-10 13:54:40 main:574] : INFO : Epoch 1773 | loss: 0.0311274 | val_loss: 0.0311647 | Time: 1648.94 ms
[2022-04-10 13:54:42 main:574] : INFO : Epoch 1774 | loss: 0.0311257 | val_loss: 0.031162 | Time: 1644.43 ms
[2022-04-10 13:54:44 main:574] : INFO : Epoch 1775 | loss: 0.0311254 | val_loss: 0.0311607 | Time: 1643.39 ms
[2022-04-10 13:54:45 main:574] : INFO : Epoch 1776 | loss: 0.0311255 | val_loss: 0.0311573 | Time: 1647.66 ms
[2022-04-10 13:54:47 main:574] : INFO : Epoch 1777 | loss: 0.0311261 | val_loss: 0.0311603 | Time: 1656.8 ms
[2022-04-10 13:54:49 main:574] : INFO : Epoch 1778 | loss: 0.0311254 | val_loss: 0.0311613 | Time: 1648.92 ms
[2022-04-10 13:54:50 main:574] : INFO : Epoch 1779 | loss: 0.0311243 | val_loss: 0.0311623 | Time: 1642.28 ms
[2022-04-10 13:54:52 main:574] : INFO : Epoch 1780 | loss: 0.0311241 | val_loss: 0.0311586 | Time: 1637.65 ms
[2022-04-10 13:54:53 main:574] : INFO : Epoch 1781 | loss: 0.0311236 | val_loss: 0.0311599 | Time: 1647.61 ms
[2022-04-10 13:54:55 main:574] : INFO : Epoch 1782 | loss: 0.0311241 | val_loss: 0.0311603 | Time: 1649.63 ms
[2022-04-10 13:54:57 main:574] : INFO : Epoch 1783 | loss: 0.0311251 | val_loss: 0.0311606 | Time: 1645.5 ms
[2022-04-10 13:54:58 main:574] : INFO : Epoch 1784 | loss: 0.031126 | val_loss: 0.0311603 | Time: 1645.32 ms
[2022-04-10 13:55:00 main:574] : INFO : Epoch 1785 | loss: 0.0311237 | val_loss: 0.0311587 | Time: 1640.26 ms
[2022-04-10 13:55:02 main:574] : INFO : Epoch 1786 | loss: 0.0311246 | val_loss: 0.0311625 | Time: 1646.11 ms
[2022-04-10 13:55:03 main:574] : INFO : Epoch 1787 | loss: 0.0311252 | val_loss: 0.03116 | Time: 1646.46 ms
[2022-04-10 13:55:05 main:574] : INFO : Epoch 1788 | loss: 0.0311235 | val_loss: 0.0311629 | Time: 1647.14 ms
[2022-04-10 13:55:07 main:574] : INFO : Epoch 1789 | loss: 0.0311239 | val_loss: 0.0311634 | Time: 1651.39 ms
[2022-04-10 13:55:08 main:574] : INFO : Epoch 1790 | loss: 0.0311317 | val_loss: 0.0311632 | Time: 1647.08 ms
[2022-04-10 13:55:10 main:574] : INFO : Epoch 1791 | loss: 0.0311481 | val_loss: 0.031168 | Time: 1645.46 ms
[2022-04-10 13:55:12 main:574] : INFO : Epoch 1792 | loss: 0.0311469 | val_loss: 0.0311699 | Time: 1645.71 ms
[2022-04-10 13:55:13 main:574] : INFO : Epoch 1793 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 1641.55 ms
[2022-04-10 13:55:15 main:574] : INFO : Epoch 1794 | loss: 0.0311478 | val_loss: 0.0311647 | Time: 1646.69 ms
[2022-04-10 13:55:17 main:574] : INFO : Epoch 1795 | loss: 0.0311439 | val_loss: 0.0311602 | Time: 1647.43 ms
[2022-04-10 13:55:18 main:574] : INFO : Epoch 1796 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 1656.99 ms
[2022-04-10 13:55:20 main:574] : INFO : Epoch 1797 | loss: 0.0311418 | val_loss: 0.0311624 | Time: 1641.85 ms
[2022-04-10 13:55:22 main:574] : INFO : Epoch 1798 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 1645.27 ms
[2022-04-10 13:55:23 main:574] : INFO : Epoch 1799 | loss: 0.0311409 | val_loss: 0.0311636 | Time: 1638.36 ms
[2022-04-10 13:55:25 main:574] : INFO : Epoch 1800 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 1646.07 ms
[2022-04-10 13:55:27 main:574] : INFO : Epoch 1801 | loss: 0.0311367 | val_loss: 0.0311597 | Time: 1649.9 ms
[2022-04-10 13:55:28 main:574] : INFO : Epoch 1802 | loss: 0.0311374 | val_loss: 0.0311637 | Time: 1646.33 ms
[2022-04-10 13:55:30 main:574] : INFO : Epoch 1803 | loss: 0.0311379 | val_loss: 0.0311658 | Time: 1644.48 ms
[2022-04-10 13:55:31 main:574] : INFO : Epoch 1804 | loss: 0.0311409 | val_loss: 0.0311634 | Time: 1642.38 ms
[2022-04-10 13:55:33 main:574] : INFO : Epoch 1805 | loss: 0.0311441 | val_loss: 0.0311636 | Time: 1644.5 ms
[2022-04-10 13:55:35 main:574] : INFO : Epoch 1806 | loss: 0.0311418 | val_loss: 0.0311611 | Time: 1641.34 ms
[2022-04-10 13:55:36 main:574] : INFO : Epoch 1807 | loss: 0.0311397 | val_loss: 0.0311626 | Time: 1649.18 ms
[2022-04-10 13:55:38 main:574] : INFO : Epoch 1808 | loss: 0.0311372 | val_loss: 0.0311624 | Time: 1647.13 ms
[2022-04-10 13:55:40 main:574] : INFO : Epoch 1809 | loss: 0.0311374 | val_loss: 0.0311648 | Time: 1640.37 ms
[2022-04-10 13:55:41 main:574] : INFO : Epoch 1810 | loss: 0.0311347 | val_loss: 0.031164 | Time: 1645.95 ms
[2022-04-10 13:55:43 main:574] : INFO : Epoch 1811 | loss: 0.0311344 | val_loss: 0.0311684 | Time: 1646.56 ms
[2022-04-10 13:55:45 main:574] : INFO : Epoch 1812 | loss: 0.031135 | val_loss: 0.0311651 | Time: 1644.12 ms
[2022-04-10 13:55:46 main:574] : INFO : Epoch 1813 | loss: 0.0311334 | val_loss: 0.0311671 | Time: 1647.62 ms
[2022-04-10 13:55:48 main:574] : INFO : Epoch 1814 | loss: 0.0311331 | val_loss: 0.031163 | Time: 1637.44 ms
[2022-04-10 13:55:50 main:574] : INFO : Epoch 1815 | loss: 0.0311327 | val_loss: 0.0311627 | Time: 1647.46 ms
[2022-04-10 13:55:51 main:574] : INFO : Epoch 1816 | loss: 0.0311316 | val_loss: 0.0311631 | Time: 1643.63 ms
[2022-04-10 13:55:53 main:574] : INFO : Epoch 1817 | loss: 0.0311313 | val_loss: 0.0311628 | Time: 1638.2 ms
[2022-04-10 13:55:55 main:574] : INFO : Epoch 1818 | loss: 0.0311306 | val_loss: 0.0311622 | Time: 1645.8 ms
[2022-04-10 13:55:56 main:574] : INFO : Epoch 1819 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 1643.25 ms
[2022-04-10 13:55:58 main:574] : INFO : Epoch 1820 | loss: 0.0311337 | val_loss: 0.0311561 | Time: 1642.93 ms
[2022-04-10 13:56:00 main:574] : INFO : Epoch 1821 | loss: 0.0311326 | val_loss: 0.0311549 | Time: 1638.91 ms
[2022-04-10 13:56:01 main:574] : INFO : Epoch 1822 | loss: 0.0311292 | val_loss: 0.0311586 | Time: 1656.27 ms
[2022-04-10 13:56:03 main:574] : INFO : Epoch 1823 | loss: 0.0311289 | val_loss: 0.0311535 | Time: 1641.78 ms
[2022-04-10 13:56:04 main:574] : INFO : Epoch 1824 | loss: 0.0311287 | val_loss: 0.0311559 | Time: 1648.12 ms
[2022-04-10 13:56:06 main:574] : INFO : Epoch 1825 | loss: 0.0311265 | val_loss: 0.0311559 | Time: 1640.69 ms
[2022-04-10 13:56:08 main:574] : INFO : Epoch 1826 | loss: 0.0311254 | val_loss: 0.031158 | Time: 1646.5 ms
[2022-04-10 13:56:09 main:574] : INFO : Epoch 1827 | loss: 0.0311242 | val_loss: 0.0311565 | Time: 1653.23 ms
[2022-04-10 13:56:11 main:574] : INFO : Epoch 1828 | loss: 0.0311253 | val_loss: 0.0311551 | Time: 1636.54 ms
[2022-04-10 13:56:13 main:574] : INFO : Epoch 1829 | loss: 0.0311247 | val_loss: 0.0311564 | Time: 1638.49 ms
[2022-04-10 13:56:14 main:574] : INFO : Epoch 1830 | loss: 0.0311228 | val_loss: 0.0311568 | Time: 1638.61 ms
[2022-04-10 13:56:16 main:574] : INFO : Epoch 1831 | loss: 0.0311245 | val_loss: 0.0311555 | Time: 1630.58 ms
[2022-04-10 13:56:18 main:574] : INFO : Epoch 1832 | loss: 0.0311269 | val_loss: 0.031155 | Time: 1651.67 ms
[2022-04-10 13:56:19 main:574] : INFO : Epoch 1833 | loss: 0.0311312 | val_loss: 0.0311537 | Time: 1652.43 ms
[2022-04-10 13:56:21 main:574] : INFO : Epoch 1834 | loss: 0.0311292 | val_loss: 0.031155 | Time: 1651.34 ms
[2022-04-10 13:56:23 main:574] : INFO : Epoch 1835 | loss: 0.0311268 | val_loss: 0.0311545 | Time: 1642.94 ms
[2022-04-10 13:56:24 main:574] : INFO : Epoch 1836 | loss: 0.0311243 | val_loss: 0.0311592 | Time: 1651.45 ms
[2022-04-10 13:56:26 main:574] : INFO : Epoch 1837 | loss: 0.0311267 | val_loss: 0.0311558 | Time: 1639.92 ms
[2022-04-10 13:56:28 main:574] : INFO : Epoch 1838 | loss: 0.0311251 | val_loss: 0.031154 | Time: 1638.34 ms
[2022-04-10 13:56:29 main:574] : INFO : Epoch 1839 | loss: 0.0311269 | val_loss: 0.0311553 | Time: 1644.22 ms
[2022-04-10 13:56:31 main:574] : INFO : Epoch 1840 | loss: 0.0311296 | val_loss: 0.0311554 | Time: 1646.08 ms
[2022-04-10 13:56:33 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.0311563 | Time: 1649.03 ms
[2022-04-10 13:56:34 main:574] : INFO : Epoch 1842 | loss: 0.0311251 | val_loss: 0.0311548 | Time: 1640.89 ms
[2022-04-10 13:56:36 main:574] : INFO : Epoch 1843 | loss: 0.0311231 | val_loss: 0.0311576 | Time: 1639.12 ms
[2022-04-10 13:56:37 main:574] : INFO : Epoch 1844 | loss: 0.0311231 | val_loss: 0.0311563 | Time: 1635.09 ms
[2022-04-10 13:56:39 main:574] : INFO : Epoch 1845 | loss: 0.0311242 | val_loss: 0.0311554 | Time: 1648.44 ms
[2022-04-10 13:56:41 main:574] : INFO : Epoch 1846 | loss: 0.0311226 | val_loss: 0.0311564 | Time: 1637.89 ms
[2022-04-10 13:56:42 main:574] : INFO : Epoch 1847 | loss: 0.0311222 | val_loss: 0.0311598 | Time: 1648.32 ms
[2022-04-10 13:56:44 main:574] : INFO : Epoch 1848 | loss: 0.0311212 | val_loss: 0.0311594 | Time: 1646.39 ms
[2022-04-10 13:56:46 main:574] : INFO : Epoch 1849 | loss: 0.0311198 | val_loss: 0.031161 | Time: 1641.5 ms
[2022-04-10 13:56:47 main:574] : INFO : Epoch 1850 | loss: 0.0311225 | val_loss: 0.0311566 | Time: 1640.03 ms
[2022-04-10 13:56:49 main:574] : INFO : Epoch 1851 | loss: 0.0311211 | val_loss: 0.0311559 | Time: 1643.71 ms
[2022-04-10 13:56:51 main:574] : INFO : Epoch 1852 | loss: 0.0311205 | val_loss: 0.0311577 | Time: 1653.29 ms
[2022-04-10 13:56:52 main:574] : INFO : Epoch 1853 | loss: 0.0311219 | val_loss: 0.0311603 | Time: 1647.58 ms
[2022-04-10 13:56:54 main:574] : INFO : Epoch 1854 | loss: 0.0311241 | val_loss: 0.031158 | Time: 1648.43 ms
[2022-04-10 13:56:56 main:574] : INFO : Epoch 1855 | loss: 0.0311221 | val_loss: 0.031157 | Time: 1644.74 ms
[2022-04-10 13:56:57 main:574] : INFO : Epoch 1856 | loss: 0.0311205 | val_loss: 0.0311574 | Time: 1646.24 ms
[2022-04-10 13:56:59 main:574] : INFO : Epoch 1857 | loss: 0.031123 | val_loss: 0.0311589 | Time: 1647.27 ms
[2022-04-10 13:57:01 main:574] : INFO : Epoch 1858 | loss: 0.0311214 | val_loss: 0.0311572 | Time: 1656.24 ms
[2022-04-10 13:57:02 main:574] : INFO : Epoch 1859 | loss: 0.0311214 | val_loss: 0.0311528 | Time: 1644.55 ms
[2022-04-10 13:57:04 main:574] : INFO : Epoch 1860 | loss: 0.0311215 | val_loss: 0.0311569 | Time: 1645.73 ms
[2022-04-10 13:57:06 main:574] : INFO : Epoch 1861 | loss: 0.0311235 | val_loss: 0.0311569 | Time: 1640.37 ms
[2022-04-10 13:57:07 main:574] : INFO : Epoch 1862 | loss: 0.0311264 | val_loss: 0.031154 | Time: 1652.06 ms
[2022-04-10 13:57:09 main:574] : INFO : Epoch 1863 | loss: 0.0311257 | val_loss: 0.0311554 | Time: 1649.52 ms
[2022-04-10 13:57:10 main:574] : INFO : Epoch 1864 | loss: 0.0311235 | val_loss: 0.0311547 | Time: 1649.97 ms
[2022-04-10 13:57:12 main:574] : INFO : Epoch 1865 | loss: 0.0311231 | val_loss: 0.0311536 | Time: 1643.52 ms
[2022-04-10 13:57:14 main:574] : INFO : Epoch 1866 | loss: 0.031123 | val_loss: 0.0311569 | Time: 1647.64 ms
[2022-04-10 13:57:15 main:574] : INFO : Epoch 1867 | loss: 0.0311246 | val_loss: 0.0311583 | Time: 1634.79 ms
[2022-04-10 13:57:17 main:574] : INFO : Epoch 1868 | loss: 0.0311227 | val_loss: 0.031156 | Time: 1629.2 ms
[2022-04-10 13:57:19 main:574] : INFO : Epoch 1869 | loss: 0.0311233 | val_loss: 0.0311552 | Time: 1647.8 ms
[2022-04-10 13:57:20 main:574] : INFO : Epoch 1870 | loss: 0.0311227 | val_loss: 0.0311542 | Time: 1653.87 ms
[2022-04-10 13:57:22 main:574] : INFO : Epoch 1871 | loss: 0.0311223 | val_loss: 0.0311519 | Time: 1638.48 ms
[2022-04-10 13:57:24 main:574] : INFO : Epoch 1872 | loss: 0.0311221 | val_loss: 0.0311498 | Time: 1641.19 ms
[2022-04-10 13:57:25 main:574] : INFO : Epoch 1873 | loss: 0.0311252 | val_loss: 0.0311535 | Time: 1646.03 ms
[2022-04-10 13:57:27 main:574] : INFO : Epoch 1874 | loss: 0.0311236 | val_loss: 0.0311511 | Time: 1643.85 ms
[2022-04-10 13:57:29 main:574] : INFO : Epoch 1875 | loss: 0.0311221 | val_loss: 0.0311537 | Time: 1632.36 ms
[2022-04-10 13:57:30 main:574] : INFO : Epoch 1876 | loss: 0.0311228 | val_loss: 0.0311609 | Time: 1633.95 ms
[2022-04-10 13:57:32 main:574] : INFO : Epoch 1877 | loss: 0.0311238 | val_loss: 0.0311544 | Time: 1639.74 ms
[2022-04-10 13:57:34 main:574] : INFO : Epoch 1878 | loss: 0.0311226 | val_loss: 0.0311567 | Time: 1652.89 ms
[2022-04-10 13:57:35 main:574] : INFO : Epoch 1879 | loss: 0.0311189 | val_loss: 0.0311553 | Time: 1642.47 ms
[2022-04-10 13:57:37 main:574] : INFO : Epoch 1880 | loss: 0.0311187 | val_loss: 0.0311531 | Time: 1644.8 ms
[2022-04-10 13:57:39 main:574] : INFO : Epoch 1881 | loss: 0.031121 | val_loss: 0.0311515 | Time: 1642.26 ms
[2022-04-10 13:57:40 main:574] : INFO : Epoch 1882 | loss: 0.0311227 | val_loss: 0.0311557 | Time: 1652.09 ms
[2022-04-10 13:57:42 main:574] : INFO : Epoch 1883 | loss: 0.031123 | val_loss: 0.031155 | Time: 1648.1 ms
[2022-04-10 13:57:43 main:574] : INFO : Epoch 1884 | loss: 0.0311239 | val_loss: 0.0311548 | Time: 1641.06 ms
[2022-04-10 13:57:45 main:574] : INFO : Epoch 1885 | loss: 0.0311241 | val_loss: 0.0311543 | Time: 1641.02 ms
[2022-04-10 13:57:47 main:574] : INFO : Epoch 1886 | loss: 0.031123 | val_loss: 0.0311589 | Time: 1638.67 ms
[2022-04-10 13:57:48 main:574] : INFO : Epoch 1887 | loss: 0.0311218 | val_loss: 0.031155 | Time: 1631.28 ms
[2022-04-10 13:57:50 main:574] : INFO : Epoch 1888 | loss: 0.0311211 | val_loss: 0.031154 | Time: 1642.88 ms
[2022-04-10 13:57:52 main:574] : INFO : Epoch 1889 | loss: 0.0311225 | val_loss: 0.0311547 | Time: 1646.23 ms
[2022-04-10 13:57:53 main:574] : INFO : Epoch 1890 | loss: 0.0311229 | val_loss: 0.0311553 | Time: 1635.63 ms
[2022-04-10 13:57:55 main:574] : INFO : Epoch 1891 | loss: 0.0311228 | val_loss: 0.0311567 | Time: 1648.1 ms
[2022-04-10 13:57:57 main:574] : INFO : Epoch 1892 | loss: 0.0311212 | val_loss: 0.0311547 | Time: 1651.36 ms
[2022-04-10 13:57:58 main:574] : INFO : Epoch 1893 | loss: 0.0311227 | val_loss: 0.0311538 | Time: 1632.64 ms
[2022-04-10 13:58:00 main:574] : INFO : Epoch 1894 | loss: 0.0311262 | val_loss: 0.0311607 | Time: 1645.52 ms
[2022-04-10 13:58:02 main:574] : INFO : Epoch 1895 | loss: 0.0311239 | val_loss: 0.0311563 | Time: 1640.63 ms
[2022-04-10 13:58:03 main:574] : INFO : Epoch 1896 | loss: 0.0311237 | val_loss: 0.0311621 | Time: 1636.95 ms
[2022-04-10 13:58:05 main:574] : INFO : Epoch 1897 | loss: 0.031124 | val_loss: 0.0311556 | Time: 1651.77 ms
[2022-04-10 13:58:07 main:574] : INFO : Epoch 1898 | loss: 0.0311233 | val_loss: 0.031155 | Time: 1636.25 ms
[2022-04-10 13:58:08 main:574] : INFO : Epoch 1899 | loss: 0.0311227 | val_loss: 0.0311536 | Time: 1651.59 ms
[2022-04-10 13:58:10 main:574] : INFO : Epoch 1900 | loss: 0.0311208 | val_loss: 0.031153 | Time: 1663.76 ms
[2022-04-10 13:58:11 main:574] : INFO : Epoch 1901 | loss: 0.0311205 | val_loss: 0.031154 | Time: 1637.28 ms
[2022-04-10 13:58:13 main:574] : INFO : Epoch 1902 | loss: 0.0311205 | val_loss: 0.0311543 | Time: 1629.96 ms
[2022-04-10 13:58:15 main:574] : INFO : Epoch 1903 | loss: 0.0311205 | val_loss: 0.0311632 | Time: 1636.88 ms
[2022-04-10 13:58:16 main:574] : INFO : Epoch 1904 | loss: 0.0311241 | val_loss: 0.0311559 | Time: 1649.62 ms
[2022-04-10 13:58:18 main:574] : INFO : Epoch 1905 | loss: 0.0311202 | val_loss: 0.0311579 | Time: 1636.48 ms
[2022-04-10 13:58:20 main:574] : INFO : Epoch 1906 | loss: 0.0311182 | val_loss: 0.0311545 | Time: 1654.74 ms
[2022-04-10 13:58:21 main:574] : INFO : Epoch 1907 | loss: 0.0311174 | val_loss: 0.0311552 | Time: 1638.1 ms
[2022-04-10 13:58:23 main:574] : INFO : Epoch 1908 | loss: 0.0311168 | val_loss: 0.0311576 | Time: 1649.68 ms
[2022-04-10 13:58:25 main:574] : INFO : Epoch 1909 | loss: 0.0311172 | val_loss: 0.0311604 | Time: 1637.75 ms
[2022-04-10 13:58:26 main:574] : INFO : Epoch 1910 | loss: 0.0311157 | val_loss: 0.0311639 | Time: 1646.47 ms
[2022-04-10 13:58:28 main:574] : INFO : Epoch 1911 | loss: 0.0311181 | val_loss: 0.0311588 | Time: 1650.28 ms
[2022-04-10 13:58:30 main:574] : INFO : Epoch 1912 | loss: 0.0311178 | val_loss: 0.0311554 | Time: 1654.74 ms
[2022-04-10 13:58:31 main:574] : INFO : Epoch 1913 | loss: 0.0311173 | val_loss: 0.0311564 | Time: 1658.21 ms
[2022-04-10 13:58:33 main:574] : INFO : Epoch 1914 | loss: 0.0311175 | val_loss: 0.031156 | Time: 1632.93 ms
[2022-04-10 13:58:35 main:574] : INFO : Epoch 1915 | loss: 0.0311164 | val_loss: 0.0311591 | Time: 1652.76 ms
[2022-04-10 13:58:36 main:574] : INFO : Epoch 1916 | loss: 0.0311151 | val_loss: 0.0311611 | Time: 1642.34 ms
[2022-04-10 13:58:38 main:574] : INFO : Epoch 1917 | loss: 0.0311157 | val_loss: 0.0311587 | Time: 1643.1 ms
[2022-04-10 13:58:40 main:574] : INFO : Epoch 1918 | loss: 0.0311152 | val_loss: 0.031158 | Time: 1641.19 ms
[2022-04-10 13:58:41 main:574] : INFO : Epoch 1919 | loss: 0.0311162 | val_loss: 0.0311551 | Time: 1647.45 ms
[2022-04-10 13:58:43 main:574] : INFO : Epoch 1920 | loss: 0.0311164 | val_loss: 0.0311586 | Time: 1647.65 ms
[2022-04-10 13:58:44 main:574] : INFO : Epoch 1921 | loss: 0.031116 | val_loss: 0.0311621 | Time: 1633.47 ms
[2022-04-10 13:58:46 main:574] : INFO : Epoch 1922 | loss: 0.0311181 | val_loss: 0.0311583 | Time: 1659.37 ms
[2022-04-10 13:58:48 main:574] : INFO : Epoch 1923 | loss: 0.0311153 | val_loss: 0.0311564 | Time: 1637.18 ms
[2022-04-10 13:58:49 main:574] : INFO : Epoch 1924 | loss: 0.0311172 | val_loss: 0.0311542 | Time: 1638.17 ms
[2022-04-10 13:58:51 main:574] : INFO : Epoch 1925 | loss: 0.0311184 | val_loss: 0.0311592 | Time: 1646.24 ms
[2022-04-10 13:58:53 main:574] : INFO : Epoch 1926 | loss: 0.0311166 | val_loss: 0.0311569 | Time: 1635.22 ms
[2022-04-10 13:58:54 main:574] : INFO : Epoch 1927 | loss: 0.031117 | val_loss: 0.0311542 | Time: 1641.11 ms
[2022-04-10 13:58:56 main:574] : INFO : Epoch 1928 | loss: 0.0311151 | val_loss: 0.0311574 | Time: 1637.27 ms
[2022-04-10 13:58:58 main:574] : INFO : Epoch 1929 | loss: 0.0311168 | val_loss: 0.0311555 | Time: 1624.84 ms
[2022-04-10 13:58:59 main:574] : INFO : Epoch 1930 | loss: 0.0311182 | val_loss: 0.031151 | Time: 1647.19 ms
[2022-04-10 13:59:01 main:574] : INFO : Epoch 1931 | loss: 0.0311219 | val_loss: 0.0311499 | Time: 1639.18 ms
[2022-04-10 13:59:03 main:574] : INFO : Epoch 1932 | loss: 0.0311233 | val_loss: 0.0311554 | Time: 1639.14 ms
[2022-04-10 13:59:04 main:574] : INFO : Epoch 1933 | loss: 0.0311272 | val_loss: 0.0311552 | Time: 1646.95 ms
[2022-04-10 13:59:06 main:574] : INFO : Epoch 1934 | loss: 0.0311304 | val_loss: 0.0311555 | Time: 1657.27 ms
[2022-04-10 13:59:08 main:574] : INFO : Epoch 1935 | loss: 0.0311287 | val_loss: 0.0311539 | Time: 1647.43 ms
[2022-04-10 13:59:09 main:574] : INFO : Epoch 1936 | loss: 0.0311255 | val_loss: 0.0311537 | Time: 1638.71 ms
[2022-04-10 13:59:11 main:574] : INFO : Epoch 1937 | loss: 0.031125 | val_loss: 0.0311568 | Time: 1655.57 ms
[2022-04-10 13:59:13 main:574] : INFO : Epoch 1938 | loss: 0.0311255 | val_loss: 0.0311555 | Time: 1631.59 ms
[2022-04-10 13:59:14 main:574] : INFO : Epoch 1939 | loss: 0.0311266 | val_loss: 0.0311632 | Time: 1655.64 ms
[2022-04-10 13:59:16 main:574] : INFO : Epoch 1940 | loss: 0.0311269 | val_loss: 0.0311542 | Time: 1643.06 ms
[2022-04-10 13:59:17 main:574] : INFO : Epoch 1941 | loss: 0.0311226 | val_loss: 0.03116 | Time: 1640.08 ms
[2022-04-10 13:59:19 main:574] : INFO : Epoch 1942 | loss: 0.0311234 | val_loss: 0.0311518 | Time: 1651.62 ms
[2022-04-10 13:59:21 main:574] : INFO : Epoch 1943 | loss: 0.031123 | val_loss: 0.0311581 | Time: 1655.82 ms
[2022-04-10 13:59:22 main:574] : INFO : Epoch 1944 | loss: 0.0311235 | val_loss: 0.031155 | Time: 1647.22 ms
[2022-04-10 13:59:24 main:574] : INFO : Epoch 1945 | loss: 0.0311232 | val_loss: 0.031152 | Time: 1620.04 ms
[2022-04-10 13:59:26 main:574] : INFO : Epoch 1946 | loss: 0.031122 | val_loss: 0.0311621 | Time: 1653.32 ms
[2022-04-10 13:59:27 main:574] : INFO : Epoch 1947 | loss: 0.0311255 | val_loss: 0.0311638 | Time: 1641.58 ms
[2022-04-10 13:59:29 main:574] : INFO : Epoch 1948 | loss: 0.031123 | val_loss: 0.0311577 | Time: 1643.04 ms
[2022-04-10 13:59:31 main:574] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311555 | Time: 1633.42 ms
[2022-04-10 13:59:43 main:574] : INFO : Epoch 1950 | loss: 0.0311256 | val_loss: 0.0311606 | Time: 11927.6 ms
[2022-04-10 13:59:44 main:574] : INFO : Epoch 1951 | loss: 0.0311213 | val_loss: 0.0311586 | Time: 1850.34 ms
[2022-04-10 13:59:46 main:574] : INFO : Epoch 1952 | loss: 0.0311201 | val_loss: 0.0311549 | Time: 1650.93 ms
[2022-04-10 13:59:48 main:574] : INFO : Epoch 1953 | loss: 0.0311195 | val_loss: 0.031156 | Time: 1635.16 ms
[2022-04-10 13:59:49 main:574] : INFO : Epoch 1954 | loss: 0.0311188 | val_loss: 0.0311589 | Time: 1649.54 ms
[2022-04-10 13:59:51 main:574] : INFO : Epoch 1955 | loss: 0.0311198 | val_loss: 0.0311535 | Time: 1648.04 ms
[2022-04-10 13:59:53 main:574] : INFO : Epoch 1956 | loss: 0.0311196 | val_loss: 0.0311552 | Time: 1649.81 ms
[2022-04-10 13:59:54 main:574] : INFO : Epoch 1957 | loss: 0.0311184 | val_loss: 0.0311551 | Time: 1637.72 ms
[2022-04-10 13:59:56 main:574] : INFO : Epoch 1958 | loss: 0.0311195 | val_loss: 0.0311546 | Time: 1636.85 ms
[2022-04-10 13:59:58 main:574] : INFO : Epoch 1959 | loss: 0.0311197 | val_loss: 0.0311581 | Time: 1644.71 ms
[2022-04-10 13:59:59 main:574] : INFO : Epoch 1960 | loss: 0.0311222 | val_loss: 0.0311565 | Time: 1646.89 ms
[2022-04-10 14:00:01 main:574] : INFO : Epoch 1961 | loss: 0.0311224 | val_loss: 0.0311576 | Time: 1650.42 ms
[2022-04-10 14:00:03 main:574] : INFO : Epoch 1962 | loss: 0.0311227 | val_loss: 0.0311584 | Time: 1638.1 ms
[2022-04-10 14:00:04 main:574] : INFO : Epoch 1963 | loss: 0.0311251 | val_loss: 0.0311628 | Time: 1646.97 ms
[2022-04-10 14:00:06 main:574] : INFO : Epoch 1964 | loss: 0.031123 | val_loss: 0.0311609 | Time: 1645.78 ms
[2022-04-10 14:00:08 main:574] : INFO : Epoch 1965 | loss: 0.0311222 | val_loss: 0.0311604 | Time: 1651.47 ms
[2022-04-10 14:00:09 main:574] : INFO : Epoch 1966 | loss: 0.0311228 | val_loss: 0.0311588 | Time: 1636.41 ms
[2022-04-10 14:00:11 main:574] : INFO : Epoch 1967 | loss: 0.0311195 | val_loss: 0.0311566 | Time: 1648.62 ms
[2022-04-10 14:00:12 main:574] : INFO : Epoch 1968 | loss: 0.0311185 | val_loss: 0.0311594 | Time: 1637.88 ms
[2022-04-10 14:00:14 main:574] : INFO : Epoch 1969 | loss: 0.0311182 | val_loss: 0.0311579 | Time: 1648.13 ms
[2022-04-10 14:00:16 main:574] : INFO : Epoch 1970 | loss: 0.0311186 | val_loss: 0.0311613 | Time: 1650.42 ms
[2022-04-10 14:00:17 main:574] : INFO : Epoch 1971 | loss: 0.0311228 | val_loss: 0.031152 | Time: 1637.77 ms
[2022-04-10 14:00:19 main:574] : INFO : Epoch 1972 | loss: 0.0311213 | val_loss: 0.0311582 | Time: 1634.41 ms
[2022-04-10 14:00:21 main:574] : INFO : Epoch 1973 | loss: 0.0311239 | val_loss: 0.0311608 | Time: 1634.61 ms
[2022-04-10 14:00:22 main:574] : INFO : Epoch 1974 | loss: 0.0311218 | val_loss: 0.0311577 | Time: 1681.14 ms
[2022-04-10 14:00:24 main:574] : INFO : Epoch 1975 | loss: 0.0311207 | val_loss: 0.0311591 | Time: 1639.87 ms
[2022-04-10 14:00:26 main:574] : INFO : Epoch 1976 | loss: 0.0311197 | val_loss: 0.0311571 | Time: 1651.44 ms
[2022-04-10 14:00:27 main:574] : INFO : Epoch 1977 | loss: 0.0311194 | val_loss: 0.0311592 | Time: 1644.24 ms
[2022-04-10 14:00:29 main:574] : INFO : Epoch 1978 | loss: 0.0311204 | val_loss: 0.0311528 | Time: 1630.94 ms
[2022-04-10 14:00:31 main:574] : INFO : Epoch 1979 | loss: 0.0311218 | val_loss: 0.0311553 | Time: 1642.45 ms
[2022-04-10 14:00:32 main:574] : INFO : Epoch 1980 | loss: 0.0311227 | val_loss: 0.0311515 | Time: 1637.32 ms
[2022-04-10 14:00:34 main:574] : INFO : Epoch 1981 | loss: 0.0311226 | val_loss: 0.0311552 | Time: 1652.98 ms
[2022-04-10 14:00:36 main:574] : INFO : Epoch 1982 | loss: 0.0311204 | val_loss: 0.0311587 | Time: 1637.49 ms
[2022-04-10 14:00:37 main:574] : INFO : Epoch 1983 | loss: 0.0311206 | val_loss: 0.0311541 | Time: 1639.26 ms
[2022-04-10 14:00:39 main:574] : INFO : Epoch 1984 | loss: 0.031121 | val_loss: 0.0311608 | Time: 1644.81 ms
[2022-04-10 14:00:41 main:574] : INFO : Epoch 1985 | loss: 0.0311235 | val_loss: 0.0311609 | Time: 1649.05 ms
[2022-04-10 14:00:42 main:574] : INFO : Epoch 1986 | loss: 0.0311241 | val_loss: 0.0311597 | Time: 1649.79 ms
[2022-04-10 14:00:44 main:574] : INFO : Epoch 1987 | loss: 0.0311247 | val_loss: 0.0311647 | Time: 1652.65 ms
[2022-04-10 14:00:46 main:574] : INFO : Epoch 1988 | loss: 0.0311253 | val_loss: 0.0311567 | Time: 1645.3 ms
[2022-04-10 14:00:47 main:574] : INFO : Epoch 1989 | loss: 0.0311305 | val_loss: 0.0311543 | Time: 1648.48 ms
[2022-04-10 14:00:49 main:574] : INFO : Epoch 1990 | loss: 0.0311303 | val_loss: 0.0311576 | Time: 1642.71 ms
[2022-04-10 14:00:50 main:574] : INFO : Epoch 1991 | loss: 0.0311285 | val_loss: 0.0311577 | Time: 1638.13 ms
[2022-04-10 14:00:52 main:574] : INFO : Epoch 1992 | loss: 0.031126 | val_loss: 0.0311591 | Time: 1636.15 ms
[2022-04-10 14:00:54 main:574] : INFO : Epoch 1993 | loss: 0.0311287 | val_loss: 0.0311673 | Time: 1627.98 ms
[2022-04-10 14:00:55 main:574] : INFO : Epoch 1994 | loss: 0.0311366 | val_loss: 0.0311611 | Time: 1640.92 ms
[2022-04-10 14:00:57 main:574] : INFO : Epoch 1995 | loss: 0.0311347 | val_loss: 0.031159 | Time: 1640.03 ms
[2022-04-10 14:00:59 main:574] : INFO : Epoch 1996 | loss: 0.0311382 | val_loss: 0.0311586 | Time: 1646.74 ms
[2022-04-10 14:01:00 main:574] : INFO : Epoch 1997 | loss: 0.0311349 | val_loss: 0.0311552 | Time: 1645.61 ms
[2022-04-10 14:01:02 main:574] : INFO : Epoch 1998 | loss: 0.0311328 | val_loss: 0.0311547 | Time: 1646.21 ms
[2022-04-10 14:01:04 main:574] : INFO : Epoch 1999 | loss: 0.0311309 | val_loss: 0.0311549 | Time: 1626.2 ms
[2022-04-10 14:01:05 main:574] : INFO : Epoch 2000 | loss: 0.0311281 | val_loss: 0.0311542 | Time: 1638.35 ms
[2022-04-10 14:01:07 main:574] : INFO : Epoch 2001 | loss: 0.0311267 | val_loss: 0.0311563 | Time: 1657.79 ms
[2022-04-10 14:01:09 main:574] : INFO : Epoch 2002 | loss: 0.0311274 | val_loss: 0.0311546 | Time: 1633.72 ms
[2022-04-10 14:01:10 main:574] : INFO : Epoch 2003 | loss: 0.0311345 | val_loss: 0.0311578 | Time: 1646.5 ms
[2022-04-10 14:01:12 main:574] : INFO : Epoch 2004 | loss: 0.0311342 | val_loss: 0.0311625 | Time: 1641.32 ms
[2022-04-10 14:01:14 main:574] : INFO : Epoch 2005 | loss: 0.0311353 | val_loss: 0.0311576 | Time: 1642.74 ms
[2022-04-10 14:01:15 main:574] : INFO : Epoch 2006 | loss: 0.0311321 | val_loss: 0.031162 | Time: 1635.8 ms
[2022-04-10 14:01:17 main:574] : INFO : Epoch 2007 | loss: 0.0311319 | val_loss: 0.0311589 | Time: 1642.7 ms
[2022-04-10 14:01:18 main:574] : INFO : Epoch 2008 | loss: 0.0311301 | val_loss: 0.0311588 | Time: 1636.85 ms
[2022-04-10 14:01:20 main:574] : INFO : Epoch 2009 | loss: 0.0311314 | val_loss: 0.0311659 | Time: 1640.27 ms
[2022-04-10 14:01:22 main:574] : INFO : Epoch 2010 | loss: 0.0311338 | val_loss: 0.0311582 | Time: 1642.41 ms
[2022-04-10 14:01:23 main:574] : INFO : Epoch 2011 | loss: 0.0311324 | val_loss: 0.0311574 | Time: 1629.35 ms
[2022-04-10 14:01:25 main:574] : INFO : Epoch 2012 | loss: 0.03113 | val_loss: 0.0311553 | Time: 1643.77 ms
[2022-04-10 14:01:27 main:574] : INFO : Epoch 2013 | loss: 0.0311291 | val_loss: 0.0311536 | Time: 1640.67 ms
[2022-04-10 14:01:28 main:574] : INFO : Epoch 2014 | loss: 0.0311274 | val_loss: 0.0311564 | Time: 1650.61 ms
[2022-04-10 14:01:30 main:574] : INFO : Epoch 2015 | loss: 0.0311257 | val_loss: 0.031158 | Time: 1640.04 ms
[2022-04-10 14:01:32 main:574] : INFO : Epoch 2016 | loss: 0.0311265 | val_loss: 0.0311565 | Time: 1644.27 ms
[2022-04-10 14:01:33 main:574] : INFO : Epoch 2017 | loss: 0.0311275 | val_loss: 0.0311586 | Time: 1639.89 ms
[2022-04-10 14:01:35 main:574] : INFO : Epoch 2018 | loss: 0.03113 | val_loss: 0.03116 | Time: 1646.43 ms
[2022-04-10 14:01:37 main:574] : INFO : Epoch 2019 | loss: 0.0311288 | val_loss: 0.0311612 | Time: 1638.67 ms
[2022-04-10 14:01:38 main:574] : INFO : Epoch 2020 | loss: 0.0311269 | val_loss: 0.0311566 | Time: 1655.58 ms
[2022-04-10 14:01:40 main:574] : INFO : Epoch 2021 | loss: 0.0311256 | val_loss: 0.031157 | Time: 1640.81 ms
[2022-04-10 14:01:42 main:574] : INFO : Epoch 2022 | loss: 0.0311255 | val_loss: 0.0311607 | Time: 1638.29 ms
[2022-04-10 14:01:43 main:574] : INFO : Epoch 2023 | loss: 0.0311242 | val_loss: 0.031161 | Time: 1638.5 ms
[2022-04-10 14:01:45 main:574] : INFO : Epoch 2024 | loss: 0.031125 | val_loss: 0.0311624 | Time: 1638.42 ms
[2022-04-10 14:01:46 main:574] : INFO : Epoch 2025 | loss: 0.0311266 | val_loss: 0.0311594 | Time: 1632.71 ms
[2022-04-10 14:01:48 main:574] : INFO : Epoch 2026 | loss: 0.0311251 | val_loss: 0.0311648 | Time: 1647.1 ms
[2022-04-10 14:01:50 main:574] : INFO : Epoch 2027 | loss: 0.0311247 | val_loss: 0.0311606 | Time: 1640.45 ms
[2022-04-10 14:01:51 main:574] : INFO : Epoch 2028 | loss: 0.0311248 | val_loss: 0.0311609 | Time: 1649.77 ms
[2022-04-10 14:01:53 main:574] : INFO : Epoch 2029 | loss: 0.031126 | val_loss: 0.031156 | Time: 1639.98 ms
[2022-04-10 14:01:55 main:574] : INFO : Epoch 2030 | loss: 0.031126 | val_loss: 0.0311569 | Time: 1646.94 ms
[2022-04-10 14:01:56 main:574] : INFO : Epoch 2031 | loss: 0.0311267 | val_loss: 0.0311567 | Time: 1643.28 ms
[2022-04-10 14:01:58 main:574] : INFO : Epoch 2032 | loss: 0.0311272 | val_loss: 0.031157 | Time: 1641 ms
[2022-04-10 14:02:00 main:574] : INFO : Epoch 2033 | loss: 0.0311258 | val_loss: 0.0311553 | Time: 1635.97 ms
[2022-04-10 14:02:01 main:574] : INFO : Epoch 2034 | loss: 0.0311248 | val_loss: 0.031161 | Time: 1646.56 ms
[2022-04-10 14:02:03 main:574] : INFO : Epoch 2035 | loss: 0.0311252 | val_loss: 0.031157 | Time: 1645.55 ms
[2022-04-10 14:02:05 main:574] : INFO : Epoch 2036 | loss: 0.0311256 | val_loss: 0.0311581 | Time: 1640.85 ms
[2022-04-10 14:02:06 main:574] : INFO : Epoch 2037 | loss: 0.0311235 | val_loss: 0.0311584 | Time: 1642.95 ms
[2022-04-10 14:02:08 main:574] : INFO : Epoch 2038 | loss: 0.0311244 | val_loss: 0.0311543 | Time: 1644.72 ms
[2022-04-10 14:02:10 main:574] : INFO : Epoch 2039 | loss: 0.0311244 | val_loss: 0.0311561 | Time: 1643.8 ms
[2022-04-10 14:02:11 main:574] : INFO : Epoch 2040 | loss: 0.0311239 | val_loss: 0.0311644 | Time: 1647.68 ms
[2022-04-10 14:02:13 main:574] : INFO : Epoch 2041 | loss: 0.0311248 | val_loss: 0.0311561 | Time: 1641.4 ms
[2022-04-10 14:02:14 main:574] : INFO : Epoch 2042 | loss: 0.0311243 | val_loss: 0.0311627 | Time: 1635 ms
[2022-04-10 14:02:16 main:574] : INFO : Epoch 2043 | loss: 0.0311261 | val_loss: 0.0311602 | Time: 1639.05 ms
[2022-04-10 14:02:18 main:574] : INFO : Epoch 2044 | loss: 0.0311258 | val_loss: 0.0311601 | Time: 1636.77 ms
[2022-04-10 14:02:19 main:574] : INFO : Epoch 2045 | loss: 0.0311239 | val_loss: 0.0311583 | Time: 1639.93 ms
[2022-04-10 14:02:21 main:574] : INFO : Epoch 2046 | loss: 0.0311228 | val_loss: 0.0311567 | Time: 1655.77 ms
[2022-04-10 14:02:23 main:574] : INFO : Epoch 2047 | loss: 0.031122 | val_loss: 0.0311576 | Time: 1642.4 ms
[2022-04-10 14:02:24 main:574] : INFO : Epoch 2048 | loss: 0.0311206 | val_loss: 0.031156 | Time: 1642.31 ms
[2022-04-10 14:02:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031156
[2022-04-10 14:02:24 main:603] : INFO : Saving end state to config to file
[2022-04-10 14:02:24 main:608] : INFO : Success, exiting..
14:02:24 (8780): 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)