Task 7602747
| Name | ParityModified-1630360392-2288-2_0 |
| Workunit | 5258030 |
| Created | 26 Sep 2021, 9:28:22 UTC |
| Sent | 5 Oct 2021, 7:03:38 UTC |
| Report deadline | 12 Oct 2021, 7:03:38 UTC |
| Received | 5 Oct 2021, 22:02:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 55 min 56 sec |
| CPU time | 55 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 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: 0.0311294 | val_loss: 0.031153 | Time: 1613.59 ms
[2021-10-05 17:49:03 main:574] : INFO : Epoch 1543 | loss: 0.031128 | val_loss: 0.0311496 | Time: 1617.7 ms
[2021-10-05 17:49:05 main:574] : INFO : Epoch 1544 | loss: 0.0311304 | val_loss: 0.0311484 | Time: 1623.33 ms
[2021-10-05 17:49:06 main:574] : INFO : Epoch 1545 | loss: 0.0311283 | val_loss: 0.0311493 | Time: 1612.51 ms
[2021-10-05 17:49:08 main:574] : INFO : Epoch 1546 | loss: 0.0311269 | val_loss: 0.0311511 | Time: 1612.18 ms
[2021-10-05 17:49:10 main:574] : INFO : Epoch 1547 | loss: 0.0311285 | val_loss: 0.0311505 | Time: 1642.47 ms
[2021-10-05 17:49:11 main:574] : INFO : Epoch 1548 | loss: 0.0311256 | val_loss: 0.0311517 | Time: 1632.11 ms
[2021-10-05 17:49:13 main:574] : INFO : Epoch 1549 | loss: 0.0311284 | val_loss: 0.0311546 | Time: 1613.87 ms
[2021-10-05 17:49:15 main:574] : INFO : Epoch 1550 | loss: 0.0311329 | val_loss: 0.0311509 | Time: 1617.99 ms
[2021-10-05 17:49:16 main:574] : INFO : Epoch 1551 | loss: 0.031127 | val_loss: 0.0311499 | Time: 1603.42 ms
[2021-10-05 17:49:18 main:574] : INFO : Epoch 1552 | loss: 0.0311321 | val_loss: 0.0311649 | Time: 1625.55 ms
[2021-10-05 17:49:19 main:574] : INFO : Epoch 1553 | loss: 0.0311333 | val_loss: 0.0311537 | Time: 1613.61 ms
[2021-10-05 17:49:21 main:574] : INFO : Epoch 1554 | loss: 0.0311279 | val_loss: 0.0311534 | Time: 1627.99 ms
[2021-10-05 17:49:23 main:574] : INFO : Epoch 1555 | loss: 0.0311284 | val_loss: 0.0311495 | Time: 1621.63 ms
[2021-10-05 17:49:24 main:574] : INFO : Epoch 1556 | loss: 0.031133 | val_loss: 0.0311504 | Time: 1618.83 ms
[2021-10-05 17:49:26 main:574] : INFO : Epoch 1557 | loss: 0.0311325 | val_loss: 0.0311576 | Time: 1638.98 ms
[2021-10-05 17:49:28 main:574] : INFO : Epoch 1558 | loss: 0.0311315 | val_loss: 0.0311485 | Time: 1622.18 ms
[2021-10-05 17:49:29 main:574] : INFO : Epoch 1559 | loss: 0.0311307 | val_loss: 0.0311503 | Time: 1615.51 ms
[2021-10-05 17:49:31 main:574] : INFO : Epoch 1560 | loss: 0.0311287 | val_loss: 0.0311482 | Time: 1617.8 ms
[2021-10-05 17:49:32 main:574] : INFO : Epoch 1561 | loss: 0.0311277 | val_loss: 0.031151 | Time: 1631.23 ms
[2021-10-05 17:49:34 main:574] : INFO : Epoch 1562 | loss: 0.0311325 | val_loss: 0.0311477 | Time: 1615.2 ms
[2021-10-05 17:49:36 main:574] : INFO : Epoch 1563 | loss: 0.031129 | val_loss: 0.0311479 | Time: 1623.23 ms
[2021-10-05 17:49:37 main:574] : INFO : Epoch 1564 | loss: 0.0311295 | val_loss: 0.03115 | Time: 1632.46 ms
[2021-10-05 17:49:39 main:574] : INFO : Epoch 1565 | loss: 0.0311286 | val_loss: 0.0311473 | Time: 1607.44 ms
[2021-10-05 17:49:41 main:574] : INFO : Epoch 1566 | loss: 0.0311274 | val_loss: 0.0311503 | Time: 1616.87 ms
[2021-10-05 17:49:42 main:574] : INFO : Epoch 1567 | loss: 0.0311281 | val_loss: 0.0311504 | Time: 1625.27 ms
[2021-10-05 17:49:44 main:574] : INFO : Epoch 1568 | loss: 0.0311281 | val_loss: 0.0311469 | Time: 1613.54 ms
[2021-10-05 17:49:45 main:574] : INFO : Epoch 1569 | loss: 0.0311272 | val_loss: 0.0311473 | Time: 1597.48 ms
[2021-10-05 17:49:47 main:574] : INFO : Epoch 1570 | loss: 0.0311291 | val_loss: 0.0311461 | Time: 1622.43 ms
[2021-10-05 17:49:49 main:574] : INFO : Epoch 1571 | loss: 0.0311318 | val_loss: 0.0311482 | Time: 1603.63 ms
[2021-10-05 17:49:50 main:574] : INFO : Epoch 1572 | loss: 0.031128 | val_loss: 0.0311454 | Time: 1607.45 ms
[2021-10-05 17:49:52 main:574] : INFO : Epoch 1573 | loss: 0.0311255 | val_loss: 0.0311468 | Time: 1624.89 ms
[2021-10-05 17:49:54 main:574] : INFO : Epoch 1574 | loss: 0.0311268 | val_loss: 0.0311504 | Time: 1615.05 ms
[2021-10-05 17:49:55 main:574] : INFO : Epoch 1575 | loss: 0.0311319 | val_loss: 0.0311585 | Time: 1620 ms
[2021-10-05 17:49:57 main:574] : INFO : Epoch 1576 | loss: 0.0311304 | val_loss: 0.031147 | Time: 1627.12 ms
[2021-10-05 17:49:58 main:574] : INFO : Epoch 1577 | loss: 0.031127 | val_loss: 0.0311497 | Time: 1620.6 ms
[2021-10-05 17:50:00 main:574] : INFO : Epoch 1578 | loss: 0.0311341 | val_loss: 0.0311467 | Time: 1639.04 ms
[2021-10-05 17:50:02 main:574] : INFO : Epoch 1579 | loss: 0.0311282 | val_loss: 0.0311494 | Time: 1651.04 ms
[2021-10-05 17:50:03 main:574] : INFO : Epoch 1580 | loss: 0.0311252 | val_loss: 0.0311465 | Time: 1619.04 ms
[2021-10-05 17:50:05 main:574] : INFO : Epoch 1581 | loss: 0.0311264 | val_loss: 0.0311482 | Time: 1637.26 ms
[2021-10-05 17:50:07 main:574] : INFO : Epoch 1582 | loss: 0.0311286 | val_loss: 0.0311485 | Time: 1603.05 ms
[2021-10-05 17:50:08 main:574] : INFO : Epoch 1583 | loss: 0.0311289 | val_loss: 0.0311473 | Time: 1578.4 ms
[2021-10-05 17:50:10 main:574] : INFO : Epoch 1584 | loss: 0.0311274 | val_loss: 0.0311473 | Time: 1621.93 ms
[2021-10-05 17:50:11 main:574] : INFO : Epoch 1585 | loss: 0.0311273 | val_loss: 0.0311438 | Time: 1615.84 ms
[2021-10-05 17:50:13 main:574] : INFO : Epoch 1586 | loss: 0.0311266 | val_loss: 0.0311452 | Time: 1619.67 ms
[2021-10-05 17:50:15 main:574] : INFO : Epoch 1587 | loss: 0.0311274 | val_loss: 0.0311438 | Time: 1625.65 ms
[2021-10-05 17:50:16 main:574] : INFO : Epoch 1588 | loss: 0.0311269 | val_loss: 0.0311523 | Time: 1622.91 ms
[2021-10-05 17:50:18 main:574] : INFO : Epoch 1589 | loss: 0.0311291 | val_loss: 0.0311457 | Time: 1630.51 ms
[2021-10-05 17:50:20 main:574] : INFO : Epoch 1590 | loss: 0.0311287 | val_loss: 0.0311445 | Time: 1631.81 ms
[2021-10-05 17:50:21 main:574] : INFO : Epoch 1591 | loss: 0.031125 | val_loss: 0.0311451 | Time: 1619.01 ms
[2021-10-05 17:50:23 main:574] : INFO : Epoch 1592 | loss: 0.0311269 | val_loss: 0.0311466 | Time: 1609.34 ms
[2021-10-05 17:50:24 main:574] : INFO : Epoch 1593 | loss: 0.0311274 | val_loss: 0.031145 | Time: 1637.09 ms
[2021-10-05 17:50:26 main:574] : INFO : Epoch 1594 | loss: 0.031125 | val_loss: 0.0311481 | Time: 1628.11 ms
[2021-10-05 17:50:28 main:574] : INFO : Epoch 1595 | loss: 0.0311247 | val_loss: 0.0311531 | Time: 1606.26 ms
[2021-10-05 17:50:29 main:574] : INFO : Epoch 1596 | loss: 0.0311257 | val_loss: 0.0311475 | Time: 1615.65 ms
[2021-10-05 17:50:31 main:574] : INFO : Epoch 1597 | loss: 0.0311246 | val_loss: 0.0311511 | Time: 1623.62 ms
[2021-10-05 17:50:33 main:574] : INFO : Epoch 1598 | loss: 0.0311248 | val_loss: 0.0311535 | Time: 1641.87 ms
[2021-10-05 17:50:34 main:574] : INFO : Epoch 1599 | loss: 0.0311248 | val_loss: 0.0311492 | Time: 1608.86 ms
[2021-10-05 17:50:36 main:574] : INFO : Epoch 1600 | loss: 0.0311255 | val_loss: 0.0311544 | Time: 1621.56 ms
[2021-10-05 17:50:38 main:574] : INFO : Epoch 1601 | loss: 0.0311252 | val_loss: 0.0311491 | Time: 1624.15 ms
[2021-10-05 17:50:39 main:574] : INFO : Epoch 1602 | loss: 0.0311226 | val_loss: 0.031147 | Time: 1618.26 ms
[2021-10-05 17:50:41 main:574] : INFO : Epoch 1603 | loss: 0.0311238 | val_loss: 0.0311534 | Time: 1596.66 ms
[2021-10-05 17:50:42 main:574] : INFO : Epoch 1604 | loss: 0.0311308 | val_loss: 0.0311482 | Time: 1608.65 ms
[2021-10-05 17:50:44 main:574] : INFO : Epoch 1605 | loss: 0.0311301 | val_loss: 0.0311529 | Time: 1623.24 ms
[2021-10-05 17:50:46 main:574] : INFO : Epoch 1606 | loss: 0.0311342 | val_loss: 0.0311654 | Time: 1651.48 ms
[2021-10-05 17:50:47 main:574] : INFO : Epoch 1607 | loss: 0.0311313 | val_loss: 0.0311493 | Time: 1618.24 ms
[2021-10-05 17:50:49 main:574] : INFO : Epoch 1608 | loss: 0.0311288 | val_loss: 0.031147 | Time: 1633.98 ms
[2021-10-05 17:50:51 main:574] : INFO : Epoch 1609 | loss: 0.0311296 | val_loss: 0.0311436 | Time: 1595.73 ms
[2021-10-05 17:50:52 main:574] : INFO : Epoch 1610 | loss: 0.031135 | val_loss: 0.0311437 | Time: 1629.08 ms
[2021-10-05 17:50:54 main:574] : INFO : Epoch 1611 | loss: 0.0311316 | val_loss: 0.0311436 | Time: 1602.1 ms
[2021-10-05 17:50:55 main:574] : INFO : Epoch 1612 | loss: 0.03113 | val_loss: 0.0311466 | Time: 1604.77 ms
[2021-10-05 17:50:57 main:574] : INFO : Epoch 1613 | loss: 0.031131 | val_loss: 0.0311466 | Time: 1624.75 ms
[2021-10-05 17:50:59 main:574] : INFO : Epoch 1614 | loss: 0.0311292 | val_loss: 0.0311476 | Time: 1639.53 ms
[2021-10-05 17:51:00 main:574] : INFO : Epoch 1615 | loss: 0.0311272 | val_loss: 0.0311448 | Time: 1624.14 ms
[2021-10-05 17:51:02 main:574] : INFO : Epoch 1616 | loss: 0.0311269 | val_loss: 0.0311471 | Time: 1613.97 ms
[2021-10-05 17:51:04 main:574] : INFO : Epoch 1617 | loss: 0.0311311 | val_loss: 0.0311514 | Time: 1614.74 ms
[2021-10-05 17:51:05 main:574] : INFO : Epoch 1618 | loss: 0.031133 | val_loss: 0.0311495 | Time: 1624.19 ms
[2021-10-05 17:51:07 main:574] : INFO : Epoch 1619 | loss: 0.031128 | val_loss: 0.0311468 | Time: 1622.22 ms
[2021-10-05 17:51:08 main:574] : INFO : Epoch 1620 | loss: 0.0311275 | val_loss: 0.0311534 | Time: 1634.91 ms
[2021-10-05 17:51:10 main:574] : INFO : Epoch 1621 | loss: 0.0311311 | val_loss: 0.0311473 | Time: 1652.37 ms
[2021-10-05 17:51:12 main:574] : INFO : Epoch 1622 | loss: 0.0311319 | val_loss: 0.0311518 | Time: 1635.34 ms
[2021-10-05 17:51:13 main:574] : INFO : Epoch 1623 | loss: 0.03113 | val_loss: 0.031158 | Time: 1635.43 ms
[2021-10-05 17:51:15 main:574] : INFO : Epoch 1624 | loss: 0.0311337 | val_loss: 0.0311478 | Time: 1631.87 ms
[2021-10-05 17:51:17 main:574] : INFO : Epoch 1625 | loss: 0.0311308 | val_loss: 0.0311465 | Time: 1626.94 ms
[2021-10-05 17:51:18 main:574] : INFO : Epoch 1626 | loss: 0.0311282 | val_loss: 0.0311497 | Time: 1633.55 ms
[2021-10-05 17:51:20 main:574] : INFO : Epoch 1627 | loss: 0.0311269 | val_loss: 0.0311439 | Time: 1633.58 ms
[2021-10-05 17:51:22 main:574] : INFO : Epoch 1628 | loss: 0.0311277 | val_loss: 0.0311553 | Time: 1626.85 ms
[2021-10-05 17:51:23 main:574] : INFO : Epoch 1629 | loss: 0.0311264 | val_loss: 0.0311454 | Time: 1619.97 ms
[2021-10-05 17:51:25 main:574] : INFO : Epoch 1630 | loss: 0.0311297 | val_loss: 0.0311478 | Time: 1646.6 ms
[2021-10-05 17:51:26 main:574] : INFO : Epoch 1631 | loss: 0.0311309 | val_loss: 0.031145 | Time: 1611.7 ms
[2021-10-05 17:51:28 main:574] : INFO : Epoch 1632 | loss: 0.0311252 | val_loss: 0.0311442 | Time: 1624.26 ms
[2021-10-05 17:51:30 main:574] : INFO : Epoch 1633 | loss: 0.0311234 | val_loss: 0.0311443 | Time: 1626.07 ms
[2021-10-05 17:51:31 main:574] : INFO : Epoch 1634 | loss: 0.0311247 | val_loss: 0.0311447 | Time: 1614.76 ms
[2021-10-05 17:51:33 main:574] : INFO : Epoch 1635 | loss: 0.0311292 | val_loss: 0.031149 | Time: 1603.83 ms
[2021-10-05 17:51:35 main:574] : INFO : Epoch 1636 | loss: 0.0311251 | val_loss: 0.031148 | Time: 1626.56 ms
[2021-10-05 17:51:36 main:574] : INFO : Epoch 1637 | loss: 0.0311271 | val_loss: 0.0311533 | Time: 1590.51 ms
[2021-10-05 17:51:38 main:574] : INFO : Epoch 1638 | loss: 0.0311298 | val_loss: 0.0311486 | Time: 1611.49 ms
[2021-10-05 17:51:39 main:574] : INFO : Epoch 1639 | loss: 0.0311252 | val_loss: 0.0311447 | Time: 1616.53 ms
[2021-10-05 17:51:41 main:574] : INFO : Epoch 1640 | loss: 0.0311226 | val_loss: 0.0311459 | Time: 1633.65 ms
[2021-10-05 17:51:43 main:574] : INFO : Epoch 1641 | loss: 0.0311277 | val_loss: 0.0311578 | Time: 1612.27 ms
[2021-10-05 17:51:44 main:574] : INFO : Epoch 1642 | loss: 0.031127 | val_loss: 0.0311451 | Time: 1623.42 ms
[2021-10-05 17:51:46 main:574] : INFO : Epoch 1643 | loss: 0.0311222 | val_loss: 0.0311469 | Time: 1596.17 ms
[2021-10-05 17:51:48 main:574] : INFO : Epoch 1644 | loss: 0.0311259 | val_loss: 0.0311487 | Time: 1622.91 ms
[2021-10-05 17:51:49 main:574] : INFO : Epoch 1645 | loss: 0.031122 | val_loss: 0.0311456 | Time: 1619.36 ms
[2021-10-05 17:51:51 main:574] : INFO : Epoch 1646 | loss: 0.0311215 | val_loss: 0.031147 | Time: 1626.28 ms
[2021-10-05 17:51:52 main:574] : INFO : Epoch 1647 | loss: 0.0311226 | val_loss: 0.0311486 | Time: 1605.11 ms
[2021-10-05 17:51:54 main:574] : INFO : Epoch 1648 | loss: 0.0311269 | val_loss: 0.0311694 | Time: 1654.69 ms
[2021-10-05 17:51:56 main:574] : INFO : Epoch 1649 | loss: 0.031127 | val_loss: 0.0311482 | Time: 1613.61 ms
[2021-10-05 17:51:57 main:574] : INFO : Epoch 1650 | loss: 0.0311272 | val_loss: 0.0311519 | Time: 1647.39 ms
[2021-10-05 17:51:59 main:574] : INFO : Epoch 1651 | loss: 0.0311278 | val_loss: 0.031147 | Time: 1629.34 ms
[2021-10-05 17:52:01 main:574] : INFO : Epoch 1652 | loss: 0.0311232 | val_loss: 0.0311476 | Time: 1630.25 ms
[2021-10-05 17:52:02 main:574] : INFO : Epoch 1653 | loss: 0.0311229 | val_loss: 0.0311451 | Time: 1601.26 ms
[2021-10-05 17:52:04 main:574] : INFO : Epoch 1654 | loss: 0.0311212 | val_loss: 0.0311493 | Time: 1606.51 ms
[2021-10-05 17:52:05 main:574] : INFO : Epoch 1655 | loss: 0.0311247 | val_loss: 0.031151 | Time: 1625.79 ms
[2021-10-05 17:52:07 main:574] : INFO : Epoch 1656 | loss: 0.0311227 | val_loss: 0.0311452 | Time: 1641.32 ms
[2021-10-05 17:52:09 main:574] : INFO : Epoch 1657 | loss: 0.0311228 | val_loss: 0.0311504 | Time: 1623.47 ms
[2021-10-05 17:52:10 main:574] : INFO : Epoch 1658 | loss: 0.0311231 | val_loss: 0.0311447 | Time: 1630.34 ms
[2021-10-05 17:52:12 main:574] : INFO : Epoch 1659 | loss: 0.0311244 | val_loss: 0.0311518 | Time: 1619.09 ms
[2021-10-05 17:52:14 main:574] : INFO : Epoch 1660 | loss: 0.0311237 | val_loss: 0.0311468 | Time: 1633.82 ms
[2021-10-05 17:52:15 main:574] : INFO : Epoch 1661 | loss: 0.0311246 | val_loss: 0.0311537 | Time: 1590.54 ms
[2021-10-05 17:52:17 main:574] : INFO : Epoch 1662 | loss: 0.0311222 | val_loss: 0.0311543 | Time: 1624.87 ms
[2021-10-05 17:52:19 main:574] : INFO : Epoch 1663 | loss: 0.0311238 | val_loss: 0.0311563 | Time: 1618.97 ms
[2021-10-05 17:52:20 main:574] : INFO : Epoch 1664 | loss: 0.0311298 | val_loss: 0.0311461 | Time: 1615.98 ms
[2021-10-05 17:52:22 main:574] : INFO : Epoch 1665 | loss: 0.0311323 | val_loss: 0.0311449 | Time: 1597.82 ms
[2021-10-05 17:52:23 main:574] : INFO : Epoch 1666 | loss: 0.0311268 | val_loss: 0.0311471 | Time: 1622.82 ms
[2021-10-05 17:52:25 main:574] : INFO : Epoch 1667 | loss: 0.031124 | val_loss: 0.0311423 | Time: 1626.56 ms
[2021-10-05 17:52:27 main:574] : INFO : Epoch 1668 | loss: 0.0311232 | val_loss: 0.0311423 | Time: 1624.6 ms
[2021-10-05 17:52:28 main:574] : INFO : Epoch 1669 | loss: 0.0311244 | val_loss: 0.0311421 | Time: 1607.64 ms
[2021-10-05 17:52:30 main:574] : INFO : Epoch 1670 | loss: 0.031127 | val_loss: 0.0311493 | Time: 1649.94 ms
[2021-10-05 17:52:32 main:574] : INFO : Epoch 1671 | loss: 0.0311238 | val_loss: 0.0311431 | Time: 1604.55 ms
[2021-10-05 17:52:33 main:574] : INFO : Epoch 1672 | loss: 0.0311234 | val_loss: 0.0311463 | Time: 1622.14 ms
[2021-10-05 17:52:35 main:574] : INFO : Epoch 1673 | loss: 0.0311228 | val_loss: 0.0311413 | Time: 1653.97 ms
[2021-10-05 17:52:36 main:574] : INFO : Epoch 1674 | loss: 0.0311232 | val_loss: 0.0311436 | Time: 1615.29 ms
[2021-10-05 17:52:38 main:574] : INFO : Epoch 1675 | loss: 0.031122 | val_loss: 0.0311397 | Time: 1629.48 ms
[2021-10-05 17:52:40 main:574] : INFO : Epoch 1676 | loss: 0.0311223 | val_loss: 0.0311423 | Time: 1629.29 ms
[2021-10-05 17:52:41 main:574] : INFO : Epoch 1677 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 1598.58 ms
[2021-10-05 17:52:43 main:574] : INFO : Epoch 1678 | loss: 0.0311252 | val_loss: 0.0311533 | Time: 1729.46 ms
[2021-10-05 17:52:45 main:574] : INFO : Epoch 1679 | loss: 0.0311275 | val_loss: 0.03114 | Time: 1630.74 ms
[2021-10-05 17:52:46 main:574] : INFO : Epoch 1680 | loss: 0.031124 | val_loss: 0.0311504 | Time: 1618.68 ms
[2021-10-05 17:52:48 main:574] : INFO : Epoch 1681 | loss: 0.031129 | val_loss: 0.031144 | Time: 1617.72 ms
[2021-10-05 17:52:50 main:574] : INFO : Epoch 1682 | loss: 0.0311238 | val_loss: 0.0311429 | Time: 1608.04 ms
[2021-10-05 17:52:51 main:574] : INFO : Epoch 1683 | loss: 0.0311262 | val_loss: 0.0311398 | Time: 1641.97 ms
[2021-10-05 17:52:53 main:574] : INFO : Epoch 1684 | loss: 0.0311235 | val_loss: 0.0311411 | Time: 1631.54 ms
[2021-10-05 17:52:54 main:574] : INFO : Epoch 1685 | loss: 0.0311251 | val_loss: 0.0311459 | Time: 1612.66 ms
[2021-10-05 17:52:56 main:574] : INFO : Epoch 1686 | loss: 0.0311231 | val_loss: 0.0311455 | Time: 1603.76 ms
[2021-10-05 17:52:58 main:574] : INFO : Epoch 1687 | loss: 0.0311234 | val_loss: 0.0311485 | Time: 1605.54 ms
[2021-10-05 17:52:59 main:574] : INFO : Epoch 1688 | loss: 0.0311249 | val_loss: 0.031148 | Time: 1607.95 ms
[2021-10-05 17:53:01 main:574] : INFO : Epoch 1689 | loss: 0.0311209 | val_loss: 0.0311396 | Time: 1642.32 ms
[2021-10-05 17:53:03 main:574] : INFO : Epoch 1690 | loss: 0.0311248 | val_loss: 0.0311433 | Time: 1647.2 ms
[2021-10-05 17:53:04 main:574] : INFO : Epoch 1691 | loss: 0.0311254 | val_loss: 0.03114 | Time: 1610.63 ms
[2021-10-05 17:53:06 main:574] : INFO : Epoch 1692 | loss: 0.0311223 | val_loss: 0.0311438 | Time: 1596.22 ms
[2021-10-05 17:53:07 main:574] : INFO : Epoch 1693 | loss: 0.0311263 | val_loss: 0.0311437 | Time: 1626.93 ms
[2021-10-05 17:53:09 main:574] : INFO : Epoch 1694 | loss: 0.0311222 | val_loss: 0.0311381 | Time: 1648.54 ms
[2021-10-05 17:53:11 main:574] : INFO : Epoch 1695 | loss: 0.0311195 | val_loss: 0.0311392 | Time: 1647.48 ms
[2021-10-05 17:53:12 main:574] : INFO : Epoch 1696 | loss: 0.0311207 | val_loss: 0.0311424 | Time: 1614.62 ms
[2021-10-05 17:53:14 main:574] : INFO : Epoch 1697 | loss: 0.0311207 | val_loss: 0.0311421 | Time: 1627.48 ms
[2021-10-05 17:53:16 main:574] : INFO : Epoch 1698 | loss: 0.0311221 | val_loss: 0.0311539 | Time: 1642.71 ms
[2021-10-05 17:53:17 main:574] : INFO : Epoch 1699 | loss: 0.0311251 | val_loss: 0.0311412 | Time: 1624.87 ms
[2021-10-05 17:53:19 main:574] : INFO : Epoch 1700 | loss: 0.0311263 | val_loss: 0.0311635 | Time: 1635.01 ms
[2021-10-05 17:53:21 main:574] : INFO : Epoch 1701 | loss: 0.0311224 | val_loss: 0.0311412 | Time: 1627.64 ms
[2021-10-05 17:53:22 main:574] : INFO : Epoch 1702 | loss: 0.0311183 | val_loss: 0.0311491 | Time: 1655.31 ms
[2021-10-05 17:53:24 main:574] : INFO : Epoch 1703 | loss: 0.0311263 | val_loss: 0.0311442 | Time: 1643.96 ms
[2021-10-05 17:53:25 main:574] : INFO : Epoch 1704 | loss: 0.0311202 | val_loss: 0.0311424 | Time: 1620.29 ms
[2021-10-05 17:53:27 main:574] : INFO : Epoch 1705 | loss: 0.031123 | val_loss: 0.0311399 | Time: 1635.83 ms
[2021-10-05 17:53:29 main:574] : INFO : Epoch 1706 | loss: 0.0311189 | val_loss: 0.0311434 | Time: 1606.84 ms
[2021-10-05 17:53:30 main:574] : INFO : Epoch 1707 | loss: 0.0311197 | val_loss: 0.0311438 | Time: 1596.82 ms
[2021-10-05 17:53:32 main:574] : INFO : Epoch 1708 | loss: 0.0311225 | val_loss: 0.0311455 | Time: 1604.29 ms
[2021-10-05 17:53:34 main:574] : INFO : Epoch 1709 | loss: 0.0311207 | val_loss: 0.0311415 | Time: 1589.4 ms
[2021-10-05 17:53:35 main:574] : INFO : Epoch 1710 | loss: 0.0311214 | val_loss: 0.0311422 | Time: 1639.13 ms
[2021-10-05 17:53:37 main:574] : INFO : Epoch 1711 | loss: 0.0311209 | val_loss: 0.031143 | Time: 1620.64 ms
[2021-10-05 17:53:38 main:574] : INFO : Epoch 1712 | loss: 0.0311183 | val_loss: 0.0311419 | Time: 1621.25 ms
[2021-10-05 17:53:40 main:574] : INFO : Epoch 1713 | loss: 0.0311202 | val_loss: 0.0311411 | Time: 1614.51 ms
[2021-10-05 17:53:42 main:574] : INFO : Epoch 1714 | loss: 0.0311204 | val_loss: 0.031142 | Time: 1618.21 ms
[2021-10-05 17:53:43 main:574] : INFO : Epoch 1715 | loss: 0.0311226 | val_loss: 0.0311421 | Time: 1606.88 ms
[2021-10-05 17:53:45 main:574] : INFO : Epoch 1716 | loss: 0.0311226 | val_loss: 0.0311532 | Time: 1666.1 ms
[2021-10-05 17:53:47 main:574] : INFO : Epoch 1717 | loss: 0.0311236 | val_loss: 0.0311429 | Time: 1561.07 ms
[2021-10-05 17:53:48 main:574] : INFO : Epoch 1718 | loss: 0.0311223 | val_loss: 0.0311457 | Time: 1555.89 ms
[2021-10-05 17:53:50 main:574] : INFO : Epoch 1719 | loss: 0.0311226 | val_loss: 0.0311439 | Time: 1547.46 ms
[2021-10-05 17:53:51 main:574] : INFO : Epoch 1720 | loss: 0.0311179 | val_loss: 0.0311444 | Time: 1543.34 ms
[2021-10-05 17:53:53 main:574] : INFO : Epoch 1721 | loss: 0.031122 | val_loss: 0.0311406 | Time: 1541.1 ms
[2021-10-05 17:53:54 main:574] : INFO : Epoch 1722 | loss: 0.031121 | val_loss: 0.0311414 | Time: 1532.15 ms
[2021-10-05 17:53:56 main:574] : INFO : Epoch 1723 | loss: 0.0311234 | val_loss: 0.0311405 | Time: 1560.4 ms
[2021-10-05 17:53:57 main:574] : INFO : Epoch 1724 | loss: 0.0311222 | val_loss: 0.0311409 | Time: 1532.55 ms
[2021-10-05 17:53:59 main:574] : INFO : Epoch 1725 | loss: 0.0311203 | val_loss: 0.0311436 | Time: 1561.4 ms
[2021-10-05 17:54:01 main:574] : INFO : Epoch 1726 | loss: 0.0311206 | val_loss: 0.0311679 | Time: 1557.09 ms
[2021-10-05 17:54:02 main:574] : INFO : Epoch 1727 | loss: 0.0311329 | val_loss: 0.0311421 | Time: 1535.07 ms
[2021-10-05 17:54:04 main:574] : INFO : Epoch 1728 | loss: 0.0311237 | val_loss: 0.0311393 | Time: 1540.43 ms
[2021-10-05 17:54:05 main:574] : INFO : Epoch 1729 | loss: 0.0311222 | val_loss: 0.0311446 | Time: 1531.92 ms
[2021-10-05 17:54:07 main:574] : INFO : Epoch 1730 | loss: 0.0311239 | val_loss: 0.0311412 | Time: 1531.52 ms
[2021-10-05 17:54:08 main:574] : INFO : Epoch 1731 | loss: 0.0311201 | val_loss: 0.0311381 | Time: 1533.39 ms
[2021-10-05 17:54:10 main:574] : INFO : Epoch 1732 | loss: 0.0311237 | val_loss: 0.0311412 | Time: 1563.69 ms
[2021-10-05 17:54:11 main:574] : INFO : Epoch 1733 | loss: 0.0311236 | val_loss: 0.0311411 | Time: 1560.69 ms
[2021-10-05 17:54:13 main:574] : INFO : Epoch 1734 | loss: 0.0311218 | val_loss: 0.0311536 | Time: 1560.45 ms
[2021-10-05 17:54:15 main:574] : INFO : Epoch 1735 | loss: 0.0311239 | val_loss: 0.0311383 | Time: 1558.44 ms
[2021-10-05 17:54:16 main:574] : INFO : Epoch 1736 | loss: 0.0311186 | val_loss: 0.0311432 | Time: 1553.21 ms
[2021-10-05 17:54:18 main:574] : INFO : Epoch 1737 | loss: 0.0311204 | val_loss: 0.0311431 | Time: 1563.34 ms
[2021-10-05 17:54:19 main:574] : INFO : Epoch 1738 | loss: 0.0311242 | val_loss: 0.0311371 | Time: 1551.49 ms
[2021-10-05 17:54:21 main:574] : INFO : Epoch 1739 | loss: 0.0311219 | val_loss: 0.0311473 | Time: 1546.61 ms
[2021-10-05 17:54:22 main:574] : INFO : Epoch 1740 | loss: 0.0311299 | val_loss: 0.0311423 | Time: 1553.77 ms
[2021-10-05 17:54:24 main:574] : INFO : Epoch 1741 | loss: 0.0311245 | val_loss: 0.0311423 | Time: 1593.41 ms
[2021-10-05 17:54:25 main:574] : INFO : Epoch 1742 | loss: 0.0311247 | val_loss: 0.0311372 | Time: 1543.38 ms
[2021-10-05 17:54:27 main:574] : INFO : Epoch 1743 | loss: 0.0311212 | val_loss: 0.0311401 | Time: 1598.68 ms
[2021-10-05 17:54:29 main:574] : INFO : Epoch 1744 | loss: 0.0311205 | val_loss: 0.031139 | Time: 1551.18 ms
[2021-10-05 17:54:30 main:574] : INFO : Epoch 1745 | loss: 0.0311288 | val_loss: 0.0311428 | Time: 1560.94 ms
[2021-10-05 17:54:32 main:574] : INFO : Epoch 1746 | loss: 0.0311254 | val_loss: 0.0311407 | Time: 1539.49 ms
[2021-10-05 17:54:33 main:574] : INFO : Epoch 1747 | loss: 0.0311238 | val_loss: 0.0311446 | Time: 1565.05 ms
[2021-10-05 17:54:35 main:574] : INFO : Epoch 1748 | loss: 0.0311244 | val_loss: 0.0311431 | Time: 1542.68 ms
[2021-10-05 17:54:36 main:574] : INFO : Epoch 1749 | loss: 0.0311195 | val_loss: 0.0311395 | Time: 1565.8 ms
[2021-10-05 17:54:38 main:574] : INFO : Epoch 1750 | loss: 0.0311208 | val_loss: 0.0311433 | Time: 1580.57 ms
[2021-10-05 17:54:40 main:574] : INFO : Epoch 1751 | loss: 0.0311218 | val_loss: 0.0311411 | Time: 1538.66 ms
[2021-10-05 17:54:41 main:574] : INFO : Epoch 1752 | loss: 0.0311181 | val_loss: 0.0311376 | Time: 1551.18 ms
[2021-10-05 17:54:43 main:574] : INFO : Epoch 1753 | loss: 0.0311162 | val_loss: 0.0311398 | Time: 1558.27 ms
[2021-10-05 17:54:44 main:574] : INFO : Epoch 1754 | loss: 0.0311169 | val_loss: 0.0311382 | Time: 1552.5 ms
[2021-10-05 17:54:46 main:574] : INFO : Epoch 1755 | loss: 0.0311157 | val_loss: 0.0311459 | Time: 1568.22 ms
[2021-10-05 17:54:47 main:574] : INFO : Epoch 1756 | loss: 0.0311189 | val_loss: 0.0311369 | Time: 1567.12 ms
[2021-10-05 17:54:49 main:574] : INFO : Epoch 1757 | loss: 0.0311148 | val_loss: 0.0311384 | Time: 1531.23 ms
[2021-10-05 17:54:51 main:574] : INFO : Epoch 1758 | loss: 0.0311172 | val_loss: 0.0311554 | Time: 1565.6 ms
[2021-10-05 17:54:52 main:574] : INFO : Epoch 1759 | loss: 0.0311285 | val_loss: 0.0311412 | Time: 1586.59 ms
[2021-10-05 17:54:54 main:574] : INFO : Epoch 1760 | loss: 0.0311221 | val_loss: 0.0311525 | Time: 1567.99 ms
[2021-10-05 17:54:55 main:574] : INFO : Epoch 1761 | loss: 0.0311314 | val_loss: 0.0311498 | Time: 1559.3 ms
[2021-10-05 17:54:57 main:574] : INFO : Epoch 1762 | loss: 0.0311328 | val_loss: 0.0311432 | Time: 1562.92 ms
[2021-10-05 17:54:58 main:574] : INFO : Epoch 1763 | loss: 0.0311246 | val_loss: 0.0311371 | Time: 1538.54 ms
[2021-10-05 17:55:00 main:574] : INFO : Epoch 1764 | loss: 0.0311243 | val_loss: 0.0311413 | Time: 1546.14 ms
[2021-10-05 17:55:01 main:574] : INFO : Epoch 1765 | loss: 0.0311223 | val_loss: 0.0311418 | Time: 1553.85 ms
[2021-10-05 17:55:03 main:574] : INFO : Epoch 1766 | loss: 0.0311212 | val_loss: 0.0311399 | Time: 1586.88 ms
[2021-10-05 17:55:05 main:574] : INFO : Epoch 1767 | loss: 0.0311235 | val_loss: 0.0311395 | Time: 1573.5 ms
[2021-10-05 17:55:06 main:574] : INFO : Epoch 1768 | loss: 0.0311231 | val_loss: 0.0311432 | Time: 1534.73 ms
[2021-10-05 17:55:08 main:574] : INFO : Epoch 1769 | loss: 0.0311216 | val_loss: 0.0311454 | Time: 1559.58 ms
[2021-10-05 17:55:09 main:574] : INFO : Epoch 1770 | loss: 0.0311246 | val_loss: 0.0311509 | Time: 1579.32 ms
[2021-10-05 17:55:11 main:574] : INFO : Epoch 1771 | loss: 0.0311221 | val_loss: 0.0311426 | Time: 1576.08 ms
[2021-10-05 17:55:12 main:574] : INFO : Epoch 1772 | loss: 0.0311221 | val_loss: 0.0311402 | Time: 1573.5 ms
[2021-10-05 17:55:14 main:574] : INFO : Epoch 1773 | loss: 0.0311203 | val_loss: 0.0311427 | Time: 1550.75 ms
[2021-10-05 17:55:16 main:574] : INFO : Epoch 1774 | loss: 0.0311219 | val_loss: 0.0311444 | Time: 1559.47 ms
[2021-10-05 17:55:17 main:574] : INFO : Epoch 1775 | loss: 0.0311232 | val_loss: 0.0311401 | Time: 1535.63 ms
[2021-10-05 17:55:19 main:574] : INFO : Epoch 1776 | loss: 0.0311205 | val_loss: 0.0311389 | Time: 1561.41 ms
[2021-10-05 17:55:20 main:574] : INFO : Epoch 1777 | loss: 0.0311212 | val_loss: 0.031141 | Time: 1534.28 ms
[2021-10-05 17:55:22 main:574] : INFO : Epoch 1778 | loss: 0.0311228 | val_loss: 0.0311452 | Time: 1527.5 ms
[2021-10-05 17:55:23 main:574] : INFO : Epoch 1779 | loss: 0.0311221 | val_loss: 0.0311438 | Time: 1550.47 ms
[2021-10-05 17:55:25 main:574] : INFO : Epoch 1780 | loss: 0.0311223 | val_loss: 0.0311517 | Time: 1531.99 ms
[2021-10-05 17:55:26 main:574] : INFO : Epoch 1781 | loss: 0.0311273 | val_loss: 0.0311476 | Time: 1536.68 ms
[2021-10-05 17:55:28 main:574] : INFO : Epoch 1782 | loss: 0.0311217 | val_loss: 0.0311426 | Time: 1539.67 ms
[2021-10-05 17:55:30 main:574] : INFO : Epoch 1783 | loss: 0.0311203 | val_loss: 0.0311409 | Time: 1542.57 ms
[2021-10-05 17:55:31 main:574] : INFO : Epoch 1784 | loss: 0.0311198 | val_loss: 0.0311407 | Time: 1534.41 ms
[2021-10-05 17:55:33 main:574] : INFO : Epoch 1785 | loss: 0.0311197 | val_loss: 0.0311394 | Time: 1557.43 ms
[2021-10-05 17:55:34 main:574] : INFO : Epoch 1786 | loss: 0.0311179 | val_loss: 0.03114 | Time: 1546.89 ms
[2021-10-05 17:55:36 main:574] : INFO : Epoch 1787 | loss: 0.0311205 | val_loss: 0.0311448 | Time: 1539.37 ms
[2021-10-05 17:55:37 main:574] : INFO : Epoch 1788 | loss: 0.0311235 | val_loss: 0.0311373 | Time: 1556.84 ms
[2021-10-05 17:55:39 main:574] : INFO : Epoch 1789 | loss: 0.0311221 | val_loss: 0.0311549 | Time: 1551.92 ms
[2021-10-05 17:55:40 main:574] : INFO : Epoch 1790 | loss: 0.0311277 | val_loss: 0.0311409 | Time: 1542.04 ms
[2021-10-05 17:55:42 main:574] : INFO : Epoch 1791 | loss: 0.0311256 | val_loss: 0.0311459 | Time: 1551.87 ms
[2021-10-05 17:55:44 main:574] : INFO : Epoch 1792 | loss: 0.0311228 | val_loss: 0.0311401 | Time: 1576.83 ms
[2021-10-05 17:55:45 main:574] : INFO : Epoch 1793 | loss: 0.0311239 | val_loss: 0.0311409 | Time: 1551.86 ms
[2021-10-05 17:55:47 main:574] : INFO : Epoch 1794 | loss: 0.0311287 | val_loss: 0.0311434 | Time: 1589.42 ms
[2021-10-05 17:55:48 main:574] : INFO : Epoch 1795 | loss: 0.0311224 | val_loss: 0.0311407 | Time: 1548.78 ms
[2021-10-05 17:55:50 main:574] : INFO : Epoch 1796 | loss: 0.0311235 | val_loss: 0.0311422 | Time: 1528.44 ms
[2021-10-05 17:55:51 main:574] : INFO : Epoch 1797 | loss: 0.0311227 | val_loss: 0.0311385 | Time: 1543.74 ms
[2021-10-05 17:55:53 main:574] : INFO : Epoch 1798 | loss: 0.0311188 | val_loss: 0.0311389 | Time: 1542.05 ms
[2021-10-05 17:55:54 main:574] : INFO : Epoch 1799 | loss: 0.0311192 | val_loss: 0.0311358 | Time: 1559.08 ms
[2021-10-05 17:55:56 main:574] : INFO : Epoch 1800 | loss: 0.031119 | val_loss: 0.0311353 | Time: 1585.26 ms
[2021-10-05 17:55:58 main:574] : INFO : Epoch 1801 | loss: 0.0311192 | val_loss: 0.0311446 | Time: 1533.53 ms
[2021-10-05 17:55:59 main:574] : INFO : Epoch 1802 | loss: 0.0311196 | val_loss: 0.0311366 | Time: 1560.28 ms
[2021-10-05 17:56:01 main:574] : INFO : Epoch 1803 | loss: 0.031118 | val_loss: 0.0311341 | Time: 1543.55 ms
[2021-10-05 17:56:02 main:574] : INFO : Epoch 1804 | loss: 0.0311192 | val_loss: 0.031137 | Time: 1546.82 ms
[2021-10-05 17:56:04 main:574] : INFO : Epoch 1805 | loss: 0.0311206 | val_loss: 0.0311496 | Time: 1534.45 ms
[2021-10-05 17:56:05 main:574] : INFO : Epoch 1806 | loss: 0.0311219 | val_loss: 0.0311424 | Time: 1567.21 ms
[2021-10-05 17:56:07 main:574] : INFO : Epoch 1807 | loss: 0.0311222 | val_loss: 0.0311457 | Time: 1569.19 ms
[2021-10-05 17:56:09 main:574] : INFO : Epoch 1808 | loss: 0.0311198 | val_loss: 0.0311366 | Time: 1563.26 ms
[2021-10-05 17:56:10 main:574] : INFO : Epoch 1809 | loss: 0.0311203 | val_loss: 0.0311476 | Time: 1568.83 ms
[2021-10-05 17:56:12 main:574] : INFO : Epoch 1810 | loss: 0.0311216 | val_loss: 0.031138 | Time: 1559.42 ms
[2021-10-05 17:56:13 main:574] : INFO : Epoch 1811 | loss: 0.0311166 | val_loss: 0.0311407 | Time: 1558.37 ms
[2021-10-05 17:56:15 main:574] : INFO : Epoch 1812 | loss: 0.0311155 | val_loss: 0.0311368 | Time: 1549.09 ms
[2021-10-05 17:56:16 main:574] : INFO : Epoch 1813 | loss: 0.0311174 | val_loss: 0.0311399 | Time: 1559.88 ms
[2021-10-05 17:56:18 main:574] : INFO : Epoch 1814 | loss: 0.0311175 | val_loss: 0.0311456 | Time: 1540.89 ms
[2021-10-05 17:56:19 main:574] : INFO : Epoch 1815 | loss: 0.0311181 | val_loss: 0.0311375 | Time: 1585.88 ms
[2021-10-05 17:56:21 main:574] : INFO : Epoch 1816 | loss: 0.031119 | val_loss: 0.0311377 | Time: 1555.09 ms
[2021-10-05 17:56:23 main:574] : INFO : Epoch 1817 | loss: 0.0311218 | val_loss: 0.0311426 | Time: 1563.78 ms
[2021-10-05 17:56:24 main:574] : INFO : Epoch 1818 | loss: 0.0311161 | val_loss: 0.0311529 | Time: 1533.76 ms
[2021-10-05 17:56:26 main:574] : INFO : Epoch 1819 | loss: 0.0311188 | val_loss: 0.0311366 | Time: 1588.3 ms
[2021-10-05 17:56:27 main:574] : INFO : Epoch 1820 | loss: 0.0311153 | val_loss: 0.0311403 | Time: 1576.96 ms
[2021-10-05 17:56:29 main:574] : INFO : Epoch 1821 | loss: 0.0311165 | val_loss: 0.0311427 | Time: 1571.43 ms
[2021-10-05 17:56:30 main:574] : INFO : Epoch 1822 | loss: 0.0311208 | val_loss: 0.0311496 | Time: 1545.09 ms
[2021-10-05 17:56:32 main:574] : INFO : Epoch 1823 | loss: 0.0311193 | val_loss: 0.0311467 | Time: 1556.29 ms
[2021-10-05 17:56:34 main:574] : INFO : Epoch 1824 | loss: 0.03112 | val_loss: 0.0311521 | Time: 1536.78 ms
[2021-10-05 17:56:35 main:574] : INFO : Epoch 1825 | loss: 0.0311286 | val_loss: 0.0311591 | Time: 1550.59 ms
[2021-10-05 17:56:37 main:574] : INFO : Epoch 1826 | loss: 0.0311245 | val_loss: 0.0311429 | Time: 1559.64 ms
[2021-10-05 17:56:38 main:574] : INFO : Epoch 1827 | loss: 0.0311187 | val_loss: 0.0311428 | Time: 1622.06 ms
[2021-10-05 17:56:40 main:574] : INFO : Epoch 1828 | loss: 0.0311176 | val_loss: 0.0311417 | Time: 1550.09 ms
[2021-10-05 17:56:41 main:574] : INFO : Epoch 1829 | loss: 0.0311207 | val_loss: 0.0311484 | Time: 1564.5 ms
[2021-10-05 17:56:43 main:574] : INFO : Epoch 1830 | loss: 0.0311214 | val_loss: 0.0311398 | Time: 1578.05 ms
[2021-10-05 17:56:45 main:574] : INFO : Epoch 1831 | loss: 0.0311186 | val_loss: 0.0311385 | Time: 1553.68 ms
[2021-10-05 17:56:46 main:574] : INFO : Epoch 1832 | loss: 0.0311262 | val_loss: 0.031138 | Time: 1550.07 ms
[2021-10-05 17:56:48 main:574] : INFO : Epoch 1833 | loss: 0.0311258 | val_loss: 0.0311439 | Time: 1563.35 ms
[2021-10-05 17:56:49 main:574] : INFO : Epoch 1834 | loss: 0.0311257 | val_loss: 0.0311384 | Time: 1550.56 ms
[2021-10-05 17:56:51 main:574] : INFO : Epoch 1835 | loss: 0.0311244 | val_loss: 0.0311435 | Time: 1557.85 ms
[2021-10-05 17:56:52 main:574] : INFO : Epoch 1836 | loss: 0.0311225 | val_loss: 0.0311444 | Time: 1570.39 ms
[2021-10-05 17:56:54 main:574] : INFO : Epoch 1837 | loss: 0.0311234 | val_loss: 0.0311411 | Time: 1520.3 ms
[2021-10-05 17:56:55 main:574] : INFO : Epoch 1838 | loss: 0.0311246 | val_loss: 0.0311426 | Time: 1537.89 ms
[2021-10-05 17:56:57 main:574] : INFO : Epoch 1839 | loss: 0.0311218 | val_loss: 0.0311385 | Time: 1578.62 ms
[2021-10-05 17:56:59 main:574] : INFO : Epoch 1840 | loss: 0.0311209 | val_loss: 0.0311415 | Time: 1553.52 ms
[2021-10-05 17:57:00 main:574] : INFO : Epoch 1841 | loss: 0.0311201 | val_loss: 0.0311392 | Time: 1545.11 ms
[2021-10-05 17:57:02 main:574] : INFO : Epoch 1842 | loss: 0.0311187 | val_loss: 0.0311433 | Time: 1573.51 ms
[2021-10-05 17:57:03 main:574] : INFO : Epoch 1843 | loss: 0.0311194 | val_loss: 0.0311408 | Time: 1576.76 ms
[2021-10-05 17:57:05 main:574] : INFO : Epoch 1844 | loss: 0.0311183 | val_loss: 0.0311366 | Time: 1556.46 ms
[2021-10-05 17:57:06 main:574] : INFO : Epoch 1845 | loss: 0.0311231 | val_loss: 0.0311398 | Time: 1557.24 ms
[2021-10-05 17:57:08 main:574] : INFO : Epoch 1846 | loss: 0.0311211 | val_loss: 0.0311424 | Time: 1529.58 ms
[2021-10-05 17:57:10 main:574] : INFO : Epoch 1847 | loss: 0.0311172 | val_loss: 0.0311382 | Time: 1535.92 ms
[2021-10-05 17:57:11 main:574] : INFO : Epoch 1848 | loss: 0.0311159 | val_loss: 0.0311346 | Time: 1537.09 ms
[2021-10-05 17:57:13 main:574] : INFO : Epoch 1849 | loss: 0.0311173 | val_loss: 0.0311385 | Time: 1516.82 ms
[2021-10-05 17:57:14 main:574] : INFO : Epoch 1850 | loss: 0.0311187 | val_loss: 0.0311403 | Time: 1537.4 ms
[2021-10-05 17:57:16 main:574] : INFO : Epoch 1851 | loss: 0.0311162 | val_loss: 0.0311367 | Time: 1511.82 ms
[2021-10-05 17:57:17 main:574] : INFO : Epoch 1852 | loss: 0.031115 | val_loss: 0.0311378 | Time: 1563.9 ms
[2021-10-05 17:57:19 main:574] : INFO : Epoch 1853 | loss: 0.031118 | val_loss: 0.0311438 | Time: 1544.99 ms
[2021-10-05 17:57:20 main:574] : INFO : Epoch 1854 | loss: 0.031116 | val_loss: 0.0311391 | Time: 1546.01 ms
[2021-10-05 17:57:22 main:574] : INFO : Epoch 1855 | loss: 0.0311167 | val_loss: 0.0311417 | Time: 1525.46 ms
[2021-10-05 17:57:23 main:574] : INFO : Epoch 1856 | loss: 0.0311191 | val_loss: 0.0311409 | Time: 1566.64 ms
[2021-10-05 17:57:25 main:574] : INFO : Epoch 1857 | loss: 0.031119 | val_loss: 0.0311453 | Time: 1539.04 ms
[2021-10-05 17:57:27 main:574] : INFO : Epoch 1858 | loss: 0.0311192 | val_loss: 0.0311401 | Time: 1582.56 ms
[2021-10-05 17:57:28 main:574] : INFO : Epoch 1859 | loss: 0.0311211 | val_loss: 0.0311539 | Time: 1560.67 ms
[2021-10-05 17:57:30 main:574] : INFO : Epoch 1860 | loss: 0.031121 | val_loss: 0.0311371 | Time: 1596.09 ms
[2021-10-05 17:57:31 main:574] : INFO : Epoch 1861 | loss: 0.0311189 | val_loss: 0.0311455 | Time: 1539.86 ms
[2021-10-05 17:57:33 main:574] : INFO : Epoch 1862 | loss: 0.0311236 | val_loss: 0.0311426 | Time: 1557.33 ms
[2021-10-05 17:57:34 main:574] : INFO : Epoch 1863 | loss: 0.031119 | val_loss: 0.031136 | Time: 1526.7 ms
[2021-10-05 17:57:36 main:574] : INFO : Epoch 1864 | loss: 0.0311157 | val_loss: 0.0311353 | Time: 1571.25 ms
[2021-10-05 17:57:38 main:574] : INFO : Epoch 1865 | loss: 0.0311145 | val_loss: 0.0311353 | Time: 1575.68 ms
[2021-10-05 17:57:39 main:574] : INFO : Epoch 1866 | loss: 0.0311169 | val_loss: 0.0311408 | Time: 1566.99 ms
[2021-10-05 17:57:41 main:574] : INFO : Epoch 1867 | loss: 0.0311195 | val_loss: 0.0311384 | Time: 1537.46 ms
[2021-10-05 17:57:42 main:574] : INFO : Epoch 1868 | loss: 0.0311208 | val_loss: 0.031141 | Time: 1567.31 ms
[2021-10-05 17:57:44 main:574] : INFO : Epoch 1869 | loss: 0.0311227 | val_loss: 0.0311406 | Time: 1557.42 ms
[2021-10-05 17:57:45 main:574] : INFO : Epoch 1870 | loss: 0.031123 | val_loss: 0.0311405 | Time: 1551.31 ms
[2021-10-05 17:57:47 main:574] : INFO : Epoch 1871 | loss: 0.0311198 | val_loss: 0.0311361 | Time: 1559.94 ms
[2021-10-05 17:57:49 main:574] : INFO : Epoch 1872 | loss: 0.0311238 | val_loss: 0.0311395 | Time: 1569.36 ms
[2021-10-05 17:57:50 main:574] : INFO : Epoch 1873 | loss: 0.0311287 | val_loss: 0.0311402 | Time: 1565.96 ms
[2021-10-05 17:57:52 main:574] : INFO : Epoch 1874 | loss: 0.0311206 | val_loss: 0.0311422 | Time: 1548.18 ms
[2021-10-05 17:57:53 main:574] : INFO : Epoch 1875 | loss: 0.0311181 | val_loss: 0.0311389 | Time: 1525.13 ms
[2021-10-05 17:57:55 main:574] : INFO : Epoch 1876 | loss: 0.0311201 | val_loss: 0.0311421 | Time: 1548.47 ms
[2021-10-05 17:57:56 main:574] : INFO : Epoch 1877 | loss: 0.0311211 | val_loss: 0.031152 | Time: 1582.39 ms
[2021-10-05 17:57:58 main:574] : INFO : Epoch 1878 | loss: 0.0311269 | val_loss: 0.0311445 | Time: 1540.35 ms
[2021-10-05 17:57:59 main:574] : INFO : Epoch 1879 | loss: 0.0311214 | val_loss: 0.0311425 | Time: 1555.97 ms
[2021-10-05 17:58:01 main:574] : INFO : Epoch 1880 | loss: 0.0311203 | val_loss: 0.0311378 | Time: 1525.52 ms
[2021-10-05 17:58:03 main:574] : INFO : Epoch 1881 | loss: 0.0311188 | val_loss: 0.031143 | Time: 1572.65 ms
[2021-10-05 17:58:04 main:574] : INFO : Epoch 1882 | loss: 0.0311231 | val_loss: 0.031138 | Time: 1526.36 ms
[2021-10-05 17:58:06 main:574] : INFO : Epoch 1883 | loss: 0.0311225 | val_loss: 0.0311365 | Time: 1523.19 ms
[2021-10-05 17:58:07 main:574] : INFO : Epoch 1884 | loss: 0.0311266 | val_loss: 0.0311458 | Time: 1557.32 ms
[2021-10-05 17:58:09 main:574] : INFO : Epoch 1885 | loss: 0.0311232 | val_loss: 0.0311379 | Time: 1568.7 ms
[2021-10-05 17:58:10 main:574] : INFO : Epoch 1886 | loss: 0.0311199 | val_loss: 0.0311413 | Time: 1532.89 ms
[2021-10-05 17:58:12 main:574] : INFO : Epoch 1887 | loss: 0.0311222 | val_loss: 0.0311382 | Time: 1550.57 ms
[2021-10-05 17:58:13 main:574] : INFO : Epoch 1888 | loss: 0.031119 | val_loss: 0.0311422 | Time: 1565.18 ms
[2021-10-05 17:58:15 main:574] : INFO : Epoch 1889 | loss: 0.0311232 | val_loss: 0.0311431 | Time: 1570.79 ms
[2021-10-05 17:58:17 main:574] : INFO : Epoch 1890 | loss: 0.0311266 | val_loss: 0.0311465 | Time: 1583.89 ms
[2021-10-05 17:58:18 main:574] : INFO : Epoch 1891 | loss: 0.0311223 | val_loss: 0.0311373 | Time: 1555.12 ms
[2021-10-05 17:58:20 main:574] : INFO : Epoch 1892 | loss: 0.0311205 | val_loss: 0.0311505 | Time: 1593.27 ms
[2021-10-05 17:58:21 main:574] : INFO : Epoch 1893 | loss: 0.0311198 | val_loss: 0.031139 | Time: 1571.11 ms
[2021-10-05 17:58:23 main:574] : INFO : Epoch 1894 | loss: 0.0311178 | val_loss: 0.0311478 | Time: 1540.26 ms
[2021-10-05 17:58:24 main:574] : INFO : Epoch 1895 | loss: 0.0311192 | val_loss: 0.0311484 | Time: 1551.23 ms
[2021-10-05 17:58:26 main:574] : INFO : Epoch 1896 | loss: 0.0311211 | val_loss: 0.0311406 | Time: 1562.04 ms
[2021-10-05 17:58:28 main:574] : INFO : Epoch 1897 | loss: 0.0311191 | val_loss: 0.0311359 | Time: 1564.16 ms
[2021-10-05 17:58:29 main:574] : INFO : Epoch 1898 | loss: 0.0311184 | val_loss: 0.0311401 | Time: 1527.29 ms
[2021-10-05 17:58:31 main:574] : INFO : Epoch 1899 | loss: 0.0311191 | val_loss: 0.0311455 | Time: 1534.4 ms
[2021-10-05 17:58:32 main:574] : INFO : Epoch 1900 | loss: 0.031121 | val_loss: 0.0311379 | Time: 1573.09 ms
[2021-10-05 17:58:34 main:574] : INFO : Epoch 1901 | loss: 0.0311142 | val_loss: 0.0311401 | Time: 1580.82 ms
[2021-10-05 17:58:35 main:574] : INFO : Epoch 1902 | loss: 0.0311137 | val_loss: 0.0311387 | Time: 1548.3 ms
[2021-10-05 17:58:37 main:574] : INFO : Epoch 1903 | loss: 0.0311174 | val_loss: 0.0311407 | Time: 1546.52 ms
[2021-10-05 17:58:38 main:574] : INFO : Epoch 1904 | loss: 0.0311164 | val_loss: 0.031142 | Time: 1540.79 ms
[2021-10-05 17:58:40 main:574] : INFO : Epoch 1905 | loss: 0.031118 | val_loss: 0.0311451 | Time: 1564.23 ms
[2021-10-05 17:58:42 main:574] : INFO : Epoch 1906 | loss: 0.0311178 | val_loss: 0.0311407 | Time: 1574.76 ms
[2021-10-05 17:58:43 main:574] : INFO : Epoch 1907 | loss: 0.0311202 | val_loss: 0.0311443 | Time: 1563.54 ms
[2021-10-05 17:58:45 main:574] : INFO : Epoch 1908 | loss: 0.0311194 | val_loss: 0.0311395 | Time: 1540.17 ms
[2021-10-05 17:58:46 main:574] : INFO : Epoch 1909 | loss: 0.0311173 | val_loss: 0.0311442 | Time: 1567.87 ms
[2021-10-05 17:58:48 main:574] : INFO : Epoch 1910 | loss: 0.0311175 | val_loss: 0.0311438 | Time: 1533.34 ms
[2021-10-05 17:58:49 main:574] : INFO : Epoch 1911 | loss: 0.0311164 | val_loss: 0.0311405 | Time: 1554.03 ms
[2021-10-05 17:58:51 main:574] : INFO : Epoch 1912 | loss: 0.0311178 | val_loss: 0.0311575 | Time: 1529.54 ms
[2021-10-05 17:58:53 main:574] : INFO : Epoch 1913 | loss: 0.0311213 | val_loss: 0.0311437 | Time: 1567.99 ms
[2021-10-05 17:58:54 main:574] : INFO : Epoch 1914 | loss: 0.0311187 | val_loss: 0.0311402 | Time: 1565.73 ms
[2021-10-05 17:58:56 main:574] : INFO : Epoch 1915 | loss: 0.0311157 | val_loss: 0.0311385 | Time: 1565.29 ms
[2021-10-05 17:58:57 main:574] : INFO : Epoch 1916 | loss: 0.0311145 | val_loss: 0.0311466 | Time: 1564.59 ms
[2021-10-05 17:58:59 main:574] : INFO : Epoch 1917 | loss: 0.0311174 | val_loss: 0.0311582 | Time: 1551.33 ms
[2021-10-05 17:59:00 main:574] : INFO : Epoch 1918 | loss: 0.0311206 | val_loss: 0.0311404 | Time: 1562.65 ms
[2021-10-05 17:59:02 main:574] : INFO : Epoch 1919 | loss: 0.0311135 | val_loss: 0.031141 | Time: 1548.36 ms
[2021-10-05 17:59:04 main:574] : INFO : Epoch 1920 | loss: 0.0311121 | val_loss: 0.031141 | Time: 1559.74 ms
[2021-10-05 17:59:05 main:574] : INFO : Epoch 1921 | loss: 0.0311132 | val_loss: 0.0311414 | Time: 1556.41 ms
[2021-10-05 17:59:07 main:574] : INFO : Epoch 1922 | loss: 0.0311114 | val_loss: 0.0311368 | Time: 1568.3 ms
[2021-10-05 17:59:08 main:574] : INFO : Epoch 1923 | loss: 0.0311118 | val_loss: 0.0311386 | Time: 1545.37 ms
[2021-10-05 17:59:10 main:574] : INFO : Epoch 1924 | loss: 0.0311132 | val_loss: 0.0311428 | Time: 1554.73 ms
[2021-10-05 17:59:11 main:574] : INFO : Epoch 1925 | loss: 0.0311141 | val_loss: 0.0311461 | Time: 1550.2 ms
[2021-10-05 17:59:13 main:574] : INFO : Epoch 1926 | loss: 0.0311129 | val_loss: 0.0311445 | Time: 1545.21 ms
[2021-10-05 17:59:14 main:574] : INFO : Epoch 1927 | loss: 0.031113 | val_loss: 0.0311382 | Time: 1547.94 ms
[2021-10-05 17:59:16 main:574] : INFO : Epoch 1928 | loss: 0.0311166 | val_loss: 0.0311451 | Time: 1566.51 ms
[2021-10-05 17:59:18 main:574] : INFO : Epoch 1929 | loss: 0.031126 | val_loss: 0.0311442 | Time: 1557.53 ms
[2021-10-05 17:59:19 main:574] : INFO : Epoch 1930 | loss: 0.0311217 | val_loss: 0.0311451 | Time: 1554.63 ms
[2021-10-05 17:59:21 main:574] : INFO : Epoch 1931 | loss: 0.0311244 | val_loss: 0.0311439 | Time: 1554.02 ms
[2021-10-05 17:59:22 main:574] : INFO : Epoch 1932 | loss: 0.0311182 | val_loss: 0.031139 | Time: 1548.61 ms
[2021-10-05 17:59:24 main:574] : INFO : Epoch 1933 | loss: 0.0311231 | val_loss: 0.031145 | Time: 1568.82 ms
[2021-10-05 17:59:25 main:574] : INFO : Epoch 1934 | loss: 0.0311289 | val_loss: 0.0311509 | Time: 1536.82 ms
[2021-10-05 17:59:27 main:574] : INFO : Epoch 1935 | loss: 0.0311266 | val_loss: 0.0311552 | Time: 1561.92 ms
[2021-10-05 17:59:28 main:574] : INFO : Epoch 1936 | loss: 0.0311256 | val_loss: 0.031156 | Time: 1534.39 ms
[2021-10-05 17:59:30 main:574] : INFO : Epoch 1937 | loss: 0.0311243 | val_loss: 0.0311437 | Time: 1558.49 ms
[2021-10-05 17:59:32 main:574] : INFO : Epoch 1938 | loss: 0.0311258 | val_loss: 0.0311517 | Time: 1545.97 ms
[2021-10-05 17:59:33 main:574] : INFO : Epoch 1939 | loss: 0.0311331 | val_loss: 0.0311493 | Time: 1546.12 ms
[2021-10-05 17:59:35 main:574] : INFO : Epoch 1940 | loss: 0.0311327 | val_loss: 0.0311445 | Time: 1526.66 ms
[2021-10-05 17:59:36 main:574] : INFO : Epoch 1941 | loss: 0.031128 | val_loss: 0.031139 | Time: 1585.24 ms
[2021-10-05 17:59:38 main:574] : INFO : Epoch 1942 | loss: 0.0311262 | val_loss: 0.0311479 | Time: 1604.71 ms
[2021-10-05 17:59:39 main:574] : INFO : Epoch 1943 | loss: 0.0311273 | val_loss: 0.031143 | Time: 1538.1 ms
[2021-10-05 17:59:41 main:574] : INFO : Epoch 1944 | loss: 0.0311241 | val_loss: 0.0311395 | Time: 1528.98 ms
[2021-10-05 17:59:42 main:574] : INFO : Epoch 1945 | loss: 0.0311233 | val_loss: 0.0311357 | Time: 1543.01 ms
[2021-10-05 17:59:44 main:574] : INFO : Epoch 1946 | loss: 0.0311232 | val_loss: 0.0311336 | Time: 1560.93 ms
[2021-10-05 17:59:46 main:574] : INFO : Epoch 1947 | loss: 0.03112 | val_loss: 0.031141 | Time: 1578.73 ms
[2021-10-05 17:59:47 main:574] : INFO : Epoch 1948 | loss: 0.0311198 | val_loss: 0.0311373 | Time: 1584.06 ms
[2021-10-05 17:59:49 main:574] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311398 | Time: 1576.86 ms
[2021-10-05 17:59:50 main:574] : INFO : Epoch 1950 | loss: 0.0311202 | val_loss: 0.0311397 | Time: 1544.68 ms
[2021-10-05 17:59:52 main:574] : INFO : Epoch 1951 | loss: 0.0311179 | val_loss: 0.0311383 | Time: 1566.62 ms
[2021-10-05 17:59:54 main:574] : INFO : Epoch 1952 | loss: 0.0311223 | val_loss: 0.031142 | Time: 1547.47 ms
[2021-10-05 17:59:55 main:574] : INFO : Epoch 1953 | loss: 0.0311171 | val_loss: 0.0311356 | Time: 1579.91 ms
[2021-10-05 17:59:57 main:574] : INFO : Epoch 1954 | loss: 0.0311193 | val_loss: 0.0311449 | Time: 1541.66 ms
[2021-10-05 17:59:58 main:574] : INFO : Epoch 1955 | loss: 0.0311218 | val_loss: 0.0311394 | Time: 1552.36 ms
[2021-10-05 18:00:00 main:574] : INFO : Epoch 1956 | loss: 0.0311163 | val_loss: 0.0311411 | Time: 1577.16 ms
[2021-10-05 18:00:01 main:574] : INFO : Epoch 1957 | loss: 0.0311169 | val_loss: 0.0311349 | Time: 1553.6 ms
[2021-10-05 18:00:03 main:574] : INFO : Epoch 1958 | loss: 0.0311249 | val_loss: 0.0311521 | Time: 1546.16 ms
[2021-10-05 18:00:04 main:574] : INFO : Epoch 1959 | loss: 0.031153 | val_loss: 0.0311461 | Time: 1547.72 ms
[2021-10-05 18:00:06 main:574] : INFO : Epoch 1960 | loss: 0.0311481 | val_loss: 0.0311422 | Time: 1553.41 ms
[2021-10-05 18:00:08 main:574] : INFO : Epoch 1961 | loss: 0.0311453 | val_loss: 0.0311402 | Time: 1577.52 ms
[2021-10-05 18:00:09 main:574] : INFO : Epoch 1962 | loss: 0.03114 | val_loss: 0.0311401 | Time: 1559.14 ms
[2021-10-05 18:00:11 main:574] : INFO : Epoch 1963 | loss: 0.0311349 | val_loss: 0.0311429 | Time: 1541.31 ms
[2021-10-05 18:00:12 main:574] : INFO : Epoch 1964 | loss: 0.0311327 | val_loss: 0.0311353 | Time: 1552.82 ms
[2021-10-05 18:00:14 main:574] : INFO : Epoch 1965 | loss: 0.0311299 | val_loss: 0.0311384 | Time: 1535 ms
[2021-10-05 18:00:15 main:574] : INFO : Epoch 1966 | loss: 0.0311278 | val_loss: 0.0311357 | Time: 1552.28 ms
[2021-10-05 18:00:17 main:574] : INFO : Epoch 1967 | loss: 0.0311291 | val_loss: 0.0311351 | Time: 1543.29 ms
[2021-10-05 18:00:18 main:574] : INFO : Epoch 1968 | loss: 0.0311279 | val_loss: 0.0311376 | Time: 1517.47 ms
[2021-10-05 18:00:20 main:574] : INFO : Epoch 1969 | loss: 0.0311277 | val_loss: 0.0311404 | Time: 1559.73 ms
[2021-10-05 18:00:22 main:574] : INFO : Epoch 1970 | loss: 0.0311311 | val_loss: 0.0311366 | Time: 1546.76 ms
[2021-10-05 18:00:23 main:574] : INFO : Epoch 1971 | loss: 0.0311268 | val_loss: 0.0311376 | Time: 1546.19 ms
[2021-10-05 18:00:25 main:574] : INFO : Epoch 1972 | loss: 0.031124 | val_loss: 0.0311371 | Time: 1564.34 ms
[2021-10-05 18:00:26 main:574] : INFO : Epoch 1973 | loss: 0.031129 | val_loss: 0.0311371 | Time: 1586.5 ms
[2021-10-05 18:00:28 main:574] : INFO : Epoch 1974 | loss: 0.0311295 | val_loss: 0.0311384 | Time: 1588.73 ms
[2021-10-05 18:00:29 main:574] : INFO : Epoch 1975 | loss: 0.0311256 | val_loss: 0.031139 | Time: 1541.72 ms
[2021-10-05 18:00:31 main:574] : INFO : Epoch 1976 | loss: 0.0311239 | val_loss: 0.0311407 | Time: 1549.75 ms
[2021-10-05 18:00:33 main:574] : INFO : Epoch 1977 | loss: 0.0311288 | val_loss: 0.031135 | Time: 1553.62 ms
[2021-10-05 18:00:34 main:574] : INFO : Epoch 1978 | loss: 0.031123 | val_loss: 0.0311426 | Time: 1591.22 ms
[2021-10-05 18:00:36 main:574] : INFO : Epoch 1979 | loss: 0.0311288 | val_loss: 0.0311363 | Time: 1564.67 ms
[2021-10-05 18:00:37 main:574] : INFO : Epoch 1980 | loss: 0.0311224 | val_loss: 0.0311365 | Time: 1647.18 ms
[2021-10-05 18:00:39 main:574] : INFO : Epoch 1981 | loss: 0.0311213 | val_loss: 0.0311405 | Time: 1641.54 ms
[2021-10-05 18:00:41 main:574] : INFO : Epoch 1982 | loss: 0.0311257 | val_loss: 0.0311367 | Time: 1625.44 ms
[2021-10-05 18:00:42 main:574] : INFO : Epoch 1983 | loss: 0.0311222 | val_loss: 0.0311339 | Time: 1633.66 ms
[2021-10-05 18:00:44 main:574] : INFO : Epoch 1984 | loss: 0.0311267 | val_loss: 0.0311332 | Time: 1618.32 ms
[2021-10-05 18:00:46 main:574] : INFO : Epoch 1985 | loss: 0.0311226 | val_loss: 0.0311395 | Time: 1623.24 ms
[2021-10-05 18:00:47 main:574] : INFO : Epoch 1986 | loss: 0.0311207 | val_loss: 0.0311397 | Time: 1631.05 ms
[2021-10-05 18:00:49 main:574] : INFO : Epoch 1987 | loss: 0.0311208 | val_loss: 0.0311354 | Time: 1611.3 ms
[2021-10-05 18:00:50 main:574] : INFO : Epoch 1988 | loss: 0.0311175 | val_loss: 0.0311356 | Time: 1615.8 ms
[2021-10-05 18:00:52 main:574] : INFO : Epoch 1989 | loss: 0.0311219 | val_loss: 0.0311351 | Time: 1606.73 ms
[2021-10-05 18:00:54 main:574] : INFO : Epoch 1990 | loss: 0.0311219 | val_loss: 0.0311407 | Time: 1640.09 ms
[2021-10-05 18:00:55 main:574] : INFO : Epoch 1991 | loss: 0.0311215 | val_loss: 0.0311358 | Time: 1621.11 ms
[2021-10-05 18:00:57 main:574] : INFO : Epoch 1992 | loss: 0.0311185 | val_loss: 0.031135 | Time: 1629.27 ms
[2021-10-05 18:00:59 main:574] : INFO : Epoch 1993 | loss: 0.0311176 | val_loss: 0.0311427 | Time: 1599.76 ms
[2021-10-05 18:01:00 main:574] : INFO : Epoch 1994 | loss: 0.0311164 | val_loss: 0.0311388 | Time: 1630.18 ms
[2021-10-05 18:01:02 main:574] : INFO : Epoch 1995 | loss: 0.0311179 | val_loss: 0.031134 | Time: 1636.2 ms
[2021-10-05 18:01:03 main:574] : INFO : Epoch 1996 | loss: 0.0311158 | val_loss: 0.0311353 | Time: 1629.21 ms
[2021-10-05 18:01:05 main:574] : INFO : Epoch 1997 | loss: 0.0311178 | val_loss: 0.0311333 | Time: 1627.35 ms
[2021-10-05 18:01:07 main:574] : INFO : Epoch 1998 | loss: 0.0311214 | val_loss: 0.0311323 | Time: 1608.3 ms
[2021-10-05 18:01:08 main:574] : INFO : Epoch 1999 | loss: 0.031121 | val_loss: 0.0311419 | Time: 1615.88 ms
[2021-10-05 18:01:10 main:574] : INFO : Epoch 2000 | loss: 0.0311206 | val_loss: 0.0311398 | Time: 1626.96 ms
[2021-10-05 18:01:12 main:574] : INFO : Epoch 2001 | loss: 0.0311166 | val_loss: 0.0311338 | Time: 1613.13 ms
[2021-10-05 18:01:13 main:574] : INFO : Epoch 2002 | loss: 0.0311186 | val_loss: 0.0311369 | Time: 1601.02 ms
[2021-10-05 18:01:15 main:574] : INFO : Epoch 2003 | loss: 0.0311215 | val_loss: 0.031139 | Time: 1613.35 ms
[2021-10-05 18:01:16 main:574] : INFO : Epoch 2004 | loss: 0.031125 | val_loss: 0.0311535 | Time: 1601.91 ms
[2021-10-05 18:01:18 main:574] : INFO : Epoch 2005 | loss: 0.0311291 | val_loss: 0.031142 | Time: 1633.12 ms
[2021-10-05 18:01:20 main:574] : INFO : Epoch 2006 | loss: 0.031124 | val_loss: 0.0311373 | Time: 1615.04 ms
[2021-10-05 18:01:21 main:574] : INFO : Epoch 2007 | loss: 0.0311185 | val_loss: 0.031137 | Time: 1619.82 ms
[2021-10-05 18:01:23 main:574] : INFO : Epoch 2008 | loss: 0.0311163 | val_loss: 0.0311402 | Time: 1619.73 ms
[2021-10-05 18:01:25 main:574] : INFO : Epoch 2009 | loss: 0.0311148 | val_loss: 0.0311352 | Time: 1632.06 ms
[2021-10-05 18:01:26 main:574] : INFO : Epoch 2010 | loss: 0.0311165 | val_loss: 0.0311345 | Time: 1609.61 ms
[2021-10-05 18:01:28 main:574] : INFO : Epoch 2011 | loss: 0.031117 | val_loss: 0.0311396 | Time: 1638.17 ms
[2021-10-05 18:01:29 main:574] : INFO : Epoch 2012 | loss: 0.0311239 | val_loss: 0.0311494 | Time: 1630.72 ms
[2021-10-05 18:01:31 main:574] : INFO : Epoch 2013 | loss: 0.031125 | val_loss: 0.0311356 | Time: 1618.92 ms
[2021-10-05 18:01:33 main:574] : INFO : Epoch 2014 | loss: 0.0311216 | val_loss: 0.0311402 | Time: 1635.31 ms
[2021-10-05 18:01:34 main:574] : INFO : Epoch 2015 | loss: 0.031118 | val_loss: 0.0311375 | Time: 1605.09 ms
[2021-10-05 18:01:36 main:574] : INFO : Epoch 2016 | loss: 0.0311184 | val_loss: 0.0311359 | Time: 1629.36 ms
[2021-10-05 18:01:38 main:574] : INFO : Epoch 2017 | loss: 0.0311233 | val_loss: 0.0311377 | Time: 1617.11 ms
[2021-10-05 18:01:39 main:574] : INFO : Epoch 2018 | loss: 0.0311171 | val_loss: 0.0311381 | Time: 1599.85 ms
[2021-10-05 18:01:41 main:574] : INFO : Epoch 2019 | loss: 0.0311174 | val_loss: 0.0311457 | Time: 1607.95 ms
[2021-10-05 18:01:42 main:574] : INFO : Epoch 2020 | loss: 0.0311235 | val_loss: 0.0311343 | Time: 1611.43 ms
[2021-10-05 18:01:44 main:574] : INFO : Epoch 2021 | loss: 0.0311192 | val_loss: 0.0311325 | Time: 1626.1 ms
[2021-10-05 18:01:46 main:574] : INFO : Epoch 2022 | loss: 0.031122 | val_loss: 0.0311344 | Time: 1618.56 ms
[2021-10-05 18:01:47 main:574] : INFO : Epoch 2023 | loss: 0.0311194 | val_loss: 0.0311399 | Time: 1623.45 ms
[2021-10-05 18:01:49 main:574] : INFO : Epoch 2024 | loss: 0.0311183 | val_loss: 0.0311351 | Time: 1619 ms
[2021-10-05 18:01:51 main:574] : INFO : Epoch 2025 | loss: 0.0311209 | val_loss: 0.0311318 | Time: 1609.88 ms
[2021-10-05 18:01:52 main:574] : INFO : Epoch 2026 | loss: 0.0311157 | val_loss: 0.0311285 | Time: 1617.95 ms
[2021-10-05 18:01:54 main:574] : INFO : Epoch 2027 | loss: 0.0311304 | val_loss: 0.0311421 | Time: 1593.33 ms
[2021-10-05 18:01:55 main:574] : INFO : Epoch 2028 | loss: 0.0311312 | val_loss: 0.0311455 | Time: 1613.59 ms
[2021-10-05 18:01:57 main:574] : INFO : Epoch 2029 | loss: 0.0311324 | val_loss: 0.0311392 | Time: 1621 ms
[2021-10-05 18:01:59 main:574] : INFO : Epoch 2030 | loss: 0.0311301 | val_loss: 0.031138 | Time: 1614.96 ms
[2021-10-05 18:02:00 main:574] : INFO : Epoch 2031 | loss: 0.0311227 | val_loss: 0.0311407 | Time: 1617.63 ms
[2021-10-05 18:02:02 main:574] : INFO : Epoch 2032 | loss: 0.0311215 | val_loss: 0.0311374 | Time: 1611.91 ms
[2021-10-05 18:02:04 main:574] : INFO : Epoch 2033 | loss: 0.0311208 | val_loss: 0.031143 | Time: 1613.43 ms
[2021-10-05 18:02:05 main:574] : INFO : Epoch 2034 | loss: 0.0311205 | val_loss: 0.0311349 | Time: 1634.32 ms
[2021-10-05 18:02:07 main:574] : INFO : Epoch 2035 | loss: 0.0311215 | val_loss: 0.0311397 | Time: 1624.84 ms
[2021-10-05 18:02:08 main:574] : INFO : Epoch 2036 | loss: 0.031131 | val_loss: 0.031145 | Time: 1637.41 ms
[2021-10-05 18:02:10 main:574] : INFO : Epoch 2037 | loss: 0.031126 | val_loss: 0.0311357 | Time: 1627.96 ms
[2021-10-05 18:02:12 main:574] : INFO : Epoch 2038 | loss: 0.0311225 | val_loss: 0.0311362 | Time: 1606.19 ms
[2021-10-05 18:02:13 main:574] : INFO : Epoch 2039 | loss: 0.0311185 | val_loss: 0.0311393 | Time: 1612.79 ms
[2021-10-05 18:02:15 main:574] : INFO : Epoch 2040 | loss: 0.0311196 | val_loss: 0.0311364 | Time: 1608.54 ms
[2021-10-05 18:02:17 main:574] : INFO : Epoch 2041 | loss: 0.0311187 | val_loss: 0.0311354 | Time: 1631.63 ms
[2021-10-05 18:02:18 main:574] : INFO : Epoch 2042 | loss: 0.0311189 | val_loss: 0.0311425 | Time: 1618.08 ms
[2021-10-05 18:02:20 main:574] : INFO : Epoch 2043 | loss: 0.0311192 | val_loss: 0.0311365 | Time: 1606.06 ms
[2021-10-05 18:02:21 main:574] : INFO : Epoch 2044 | loss: 0.031119 | val_loss: 0.0311431 | Time: 1608 ms
[2021-10-05 18:02:23 main:574] : INFO : Epoch 2045 | loss: 0.0311142 | val_loss: 0.0311373 | Time: 1620.96 ms
[2021-10-05 18:02:25 main:574] : INFO : Epoch 2046 | loss: 0.0311117 | val_loss: 0.0311332 | Time: 1619.18 ms
[2021-10-05 18:02:26 main:574] : INFO : Epoch 2047 | loss: 0.0311119 | val_loss: 0.0311377 | Time: 1604.09 ms
[2021-10-05 18:02:28 main:574] : INFO : Epoch 2048 | loss: 0.0311134 | val_loss: 0.0311319 | Time: 1621.95 ms
[2021-10-05 18:02:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311319
[2021-10-05 18:02:28 main:603] : INFO : Saving end state to config to file
[2021-10-05 18:02:28 main:608] : INFO : Success, exiting..
18:02:28 (11128): 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)