Task 6482360
| Name | ParityMachine-1627362188-7642-2_0 |
| Workunit | 4248329 |
| Created | 9 Aug 2021, 1:12:50 UTC |
| Sent | 16 Aug 2021, 4:59:57 UTC |
| Report deadline | 23 Aug 2021, 4:59:57 UTC |
| Received | 19 Aug 2021, 15:41:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 49 min 41 sec |
| CPU time | 46 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 11:29:37 main:574] : INFO : Epoch 1542 | loss: 0.0311321 | val_loss: 0.0311605 | Time: 1371.06 ms [2021-08-19 11:29:38 main:574] : INFO : Epoch 1543 | loss: 0.0311272 | val_loss: 0.0311555 | Time: 1371.67 ms [2021-08-19 11:29:40 main:574] : INFO : Epoch 1544 | loss: 0.0311283 | val_loss: 0.0311533 | Time: 1369.55 ms [2021-08-19 11:29:41 main:574] : INFO : Epoch 1545 | loss: 0.0311271 | val_loss: 0.0311632 | Time: 1374.26 ms [2021-08-19 11:29:43 main:574] : INFO : Epoch 1546 | loss: 0.0311301 | val_loss: 0.031155 | Time: 1373.44 ms [2021-08-19 11:29:44 main:574] : INFO : Epoch 1547 | loss: 0.0311283 | val_loss: 0.0311534 | Time: 1369.42 ms [2021-08-19 11:29:45 main:574] : INFO : Epoch 1548 | loss: 0.031133 | val_loss: 0.0311557 | Time: 1374.81 ms [2021-08-19 11:29:47 main:574] : INFO : Epoch 1549 | loss: 0.0311319 | val_loss: 0.031155 | Time: 1370.72 ms [2021-08-19 11:29:48 main:574] : INFO : Epoch 1550 | loss: 0.031127 | val_loss: 0.0311586 | Time: 1370.42 ms [2021-08-19 11:29:50 main:574] : INFO : Epoch 1551 | loss: 0.0311286 | val_loss: 0.031157 | Time: 1372 ms [2021-08-19 11:29:51 main:574] : INFO : Epoch 1552 | loss: 0.0311319 | val_loss: 0.0311522 | Time: 1371.53 ms [2021-08-19 11:29:52 main:574] : INFO : Epoch 1553 | loss: 0.0311303 | val_loss: 0.0311576 | Time: 1375.86 ms [2021-08-19 11:29:54 main:574] : INFO : Epoch 1554 | loss: 0.0311264 | val_loss: 0.0311545 | Time: 1371.68 ms [2021-08-19 11:29:55 main:574] : INFO : Epoch 1555 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 1374.7 ms [2021-08-19 11:29:57 main:574] : INFO : Epoch 1556 | loss: 0.0311286 | val_loss: 0.0311543 | Time: 1371.61 ms [2021-08-19 11:29:58 main:574] : INFO : Epoch 1557 | loss: 0.0311239 | val_loss: 0.0311558 | Time: 1374.46 ms [2021-08-19 11:29:59 main:574] : INFO : Epoch 1558 | loss: 0.0311288 | val_loss: 0.0311551 | Time: 1370.91 ms [2021-08-19 11:30:01 main:574] : INFO : Epoch 1559 | loss: 0.031131 | val_loss: 0.0311533 | Time: 1374.3 ms [2021-08-19 11:30:02 main:574] : INFO : Epoch 1560 | loss: 0.0311294 | val_loss: 0.0311516 | Time: 1369.58 ms [2021-08-19 11:30:04 main:574] : INFO : Epoch 1561 | loss: 0.0311455 | val_loss: 0.0311873 | Time: 1373.84 ms [2021-08-19 11:30:05 main:574] : INFO : Epoch 1562 | loss: 0.0314202 | val_loss: 0.0316844 | Time: 1374.43 ms [2021-08-19 11:30:06 main:574] : INFO : Epoch 1563 | loss: 0.0483942 | val_loss: 0.0331026 | Time: 1371.77 ms [2021-08-19 11:30:08 main:574] : INFO : Epoch 1564 | loss: 0.0337641 | val_loss: 0.0325659 | Time: 1370.7 ms [2021-08-19 11:30:09 main:574] : INFO : Epoch 1565 | loss: 0.0316882 | val_loss: 0.0313909 | Time: 1373.73 ms [2021-08-19 11:30:10 main:574] : INFO : Epoch 1566 | loss: 0.0313253 | val_loss: 0.0312737 | Time: 1375.36 ms [2021-08-19 11:30:12 main:574] : INFO : Epoch 1567 | loss: 0.031254 | val_loss: 0.0312413 | Time: 1372.4 ms [2021-08-19 11:30:13 main:574] : INFO : Epoch 1568 | loss: 0.0312371 | val_loss: 0.0312352 | Time: 1374.46 ms [2021-08-19 11:30:15 main:574] : INFO : Epoch 1569 | loss: 0.0312316 | val_loss: 0.0312298 | Time: 1373.83 ms [2021-08-19 11:30:16 main:574] : INFO : Epoch 1570 | loss: 0.0312266 | val_loss: 0.0312292 | Time: 1375.21 ms [2021-08-19 11:30:17 main:574] : INFO : Epoch 1571 | loss: 0.031224 | val_loss: 0.0312224 | Time: 1370.69 ms [2021-08-19 11:30:19 main:574] : INFO : Epoch 1572 | loss: 0.0312162 | val_loss: 0.0312231 | Time: 1375.72 ms [2021-08-19 11:30:20 main:574] : INFO : Epoch 1573 | loss: 0.0312087 | val_loss: 0.0312076 | Time: 1375.08 ms [2021-08-19 11:30:22 main:574] : INFO : Epoch 1574 | loss: 0.031199 | val_loss: 0.0312025 | Time: 1372.98 ms [2021-08-19 11:30:23 main:574] : INFO : Epoch 1575 | loss: 0.0311921 | val_loss: 0.0311956 | Time: 1375.07 ms [2021-08-19 11:30:24 main:574] : INFO : Epoch 1576 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 1374.73 ms [2021-08-19 11:30:26 main:574] : INFO : Epoch 1577 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 1371.91 ms [2021-08-19 11:30:27 main:574] : INFO : Epoch 1578 | loss: 0.0311624 | val_loss: 0.0311763 | Time: 1371.6 ms [2021-08-19 11:30:29 main:574] : INFO : Epoch 1579 | loss: 0.031159 | val_loss: 0.0311738 | Time: 1374.71 ms [2021-08-19 11:30:30 main:574] : INFO : Epoch 1580 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1373.06 ms [2021-08-19 11:30:31 main:574] : INFO : Epoch 1581 | loss: 0.0311459 | val_loss: 0.0311612 | Time: 1375.32 ms [2021-08-19 11:30:33 main:574] : INFO : Epoch 1582 | loss: 0.0311441 | val_loss: 0.0311603 | Time: 1374.28 ms [2021-08-19 11:30:34 main:574] : INFO : Epoch 1583 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 1373.74 ms [2021-08-19 11:30:36 main:574] : INFO : Epoch 1584 | loss: 0.0311412 | val_loss: 0.0311629 | Time: 1371.04 ms [2021-08-19 11:30:37 main:574] : INFO : Epoch 1585 | loss: 0.0311389 | val_loss: 0.0311597 | Time: 1374.07 ms [2021-08-19 11:30:38 main:574] : INFO : Epoch 1586 | loss: 0.0311379 | val_loss: 0.0311591 | Time: 1375.27 ms [2021-08-19 11:30:40 main:574] : INFO : Epoch 1587 | loss: 0.0311385 | val_loss: 0.0311623 | Time: 1375.22 ms [2021-08-19 11:30:41 main:574] : INFO : Epoch 1588 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 1375.77 ms [2021-08-19 11:30:43 main:574] : INFO : Epoch 1589 | loss: 0.0311426 | val_loss: 0.0311617 | Time: 1371.6 ms [2021-08-19 11:30:44 main:574] : INFO : Epoch 1590 | loss: 0.0311405 | val_loss: 0.0311614 | Time: 1374.11 ms [2021-08-19 11:30:45 main:574] : INFO : Epoch 1591 | loss: 0.0311367 | val_loss: 0.0311613 | Time: 1373.49 ms [2021-08-19 11:30:47 main:574] : INFO : Epoch 1592 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 1373.85 ms [2021-08-19 11:30:48 main:574] : INFO : Epoch 1593 | loss: 0.0311391 | val_loss: 0.0311591 | Time: 1371.43 ms [2021-08-19 11:30:50 main:574] : INFO : Epoch 1594 | loss: 0.0311374 | val_loss: 0.0311734 | Time: 1374.17 ms [2021-08-19 11:30:51 main:574] : INFO : Epoch 1595 | loss: 0.0311419 | val_loss: 0.0311801 | Time: 1370.29 ms [2021-08-19 11:30:52 main:574] : INFO : Epoch 1596 | loss: 0.0311449 | val_loss: 0.0311665 | Time: 1373.24 ms [2021-08-19 11:30:54 main:574] : INFO : Epoch 1597 | loss: 0.031139 | val_loss: 0.0311579 | Time: 1375.05 ms [2021-08-19 11:30:55 main:574] : INFO : Epoch 1598 | loss: 0.0311379 | val_loss: 0.0311593 | Time: 1373.37 ms [2021-08-19 11:30:57 main:574] : INFO : Epoch 1599 | loss: 0.0311352 | val_loss: 0.0311607 | Time: 1372.36 ms [2021-08-19 11:30:58 main:574] : INFO : Epoch 1600 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 1370.29 ms [2021-08-19 11:30:59 main:574] : INFO : Epoch 1601 | loss: 0.03114 | val_loss: 0.0311558 | Time: 1375.45 ms [2021-08-19 11:31:01 main:574] : INFO : Epoch 1602 | loss: 0.0311385 | val_loss: 0.031158 | Time: 1373.5 ms [2021-08-19 11:31:02 main:574] : INFO : Epoch 1603 | loss: 0.0311356 | val_loss: 0.031155 | Time: 1373.89 ms [2021-08-19 11:31:04 main:574] : INFO : Epoch 1604 | loss: 0.0311365 | val_loss: 0.0311582 | Time: 1375.9 ms [2021-08-19 11:31:05 main:574] : INFO : Epoch 1605 | loss: 0.0311375 | val_loss: 0.0311583 | Time: 1375.42 ms [2021-08-19 11:31:06 main:574] : INFO : Epoch 1606 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 1373.45 ms [2021-08-19 11:31:08 main:574] : INFO : Epoch 1607 | loss: 0.031135 | val_loss: 0.0311574 | Time: 1369.74 ms [2021-08-19 11:31:09 main:574] : INFO : Epoch 1608 | loss: 0.0311366 | val_loss: 0.0311722 | Time: 1374.37 ms [2021-08-19 11:31:11 main:574] : INFO : Epoch 1609 | loss: 0.031137 | val_loss: 0.0311646 | Time: 1375.69 ms [2021-08-19 11:31:12 main:574] : INFO : Epoch 1610 | loss: 0.0311344 | val_loss: 0.0311612 | Time: 1371.96 ms [2021-08-19 11:31:13 main:574] : INFO : Epoch 1611 | loss: 0.031134 | val_loss: 0.0311615 | Time: 1373.56 ms [2021-08-19 11:31:15 main:574] : INFO : Epoch 1612 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 1374.34 ms [2021-08-19 11:31:16 main:574] : INFO : Epoch 1613 | loss: 0.0311369 | val_loss: 0.031154 | Time: 1373.74 ms [2021-08-19 11:31:18 main:574] : INFO : Epoch 1614 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 1372.94 ms [2021-08-19 11:31:19 main:574] : INFO : Epoch 1615 | loss: 0.0311338 | val_loss: 0.0311553 | Time: 1374.08 ms [2021-08-19 11:31:20 main:574] : INFO : Epoch 1616 | loss: 0.031137 | val_loss: 0.0311609 | Time: 1370.16 ms [2021-08-19 11:31:22 main:574] : INFO : Epoch 1617 | loss: 0.0311377 | val_loss: 0.0311563 | Time: 1375.41 ms [2021-08-19 11:31:23 main:574] : INFO : Epoch 1618 | loss: 0.0311339 | val_loss: 0.0311661 | Time: 1371.83 ms [2021-08-19 11:31:25 main:574] : INFO : Epoch 1619 | loss: 0.0311391 | val_loss: 0.0311564 | Time: 1373.77 ms [2021-08-19 11:31:26 main:574] : INFO : Epoch 1620 | loss: 0.0311398 | val_loss: 0.0311581 | Time: 1372.7 ms [2021-08-19 11:31:27 main:574] : INFO : Epoch 1621 | loss: 0.0311371 | val_loss: 0.0311588 | Time: 1375.84 ms [2021-08-19 11:31:29 main:574] : INFO : Epoch 1622 | loss: 0.0311301 | val_loss: 0.0311552 | Time: 1373.64 ms [2021-08-19 11:31:30 main:574] : INFO : Epoch 1623 | loss: 0.0311279 | val_loss: 0.0311547 | Time: 1372.92 ms [2021-08-19 11:31:32 main:574] : INFO : Epoch 1624 | loss: 0.0311271 | val_loss: 0.031159 | Time: 1370.41 ms [2021-08-19 11:31:33 main:574] : INFO : Epoch 1625 | loss: 0.0311289 | val_loss: 0.0311695 | Time: 1372.2 ms [2021-08-19 11:31:34 main:574] : INFO : Epoch 1626 | loss: 0.0311308 | val_loss: 0.0311618 | Time: 1372.45 ms [2021-08-19 11:31:36 main:574] : INFO : Epoch 1627 | loss: 0.0311292 | val_loss: 0.0311595 | Time: 1373.46 ms [2021-08-19 11:31:37 main:574] : INFO : Epoch 1628 | loss: 0.0311291 | val_loss: 0.0311628 | Time: 1373.96 ms [2021-08-19 11:31:38 main:574] : INFO : Epoch 1629 | loss: 0.0311323 | val_loss: 0.0311591 | Time: 1371.71 ms [2021-08-19 11:31:40 main:574] : INFO : Epoch 1630 | loss: 0.0311309 | val_loss: 0.0311571 | Time: 1367.56 ms [2021-08-19 11:31:41 main:574] : INFO : Epoch 1631 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 1373.5 ms [2021-08-19 11:31:43 main:574] : INFO : Epoch 1632 | loss: 0.0311299 | val_loss: 0.0311585 | Time: 1372.72 ms [2021-08-19 11:31:44 main:574] : INFO : Epoch 1633 | loss: 0.0311292 | val_loss: 0.0311562 | Time: 1373.73 ms [2021-08-19 11:31:45 main:574] : INFO : Epoch 1634 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 1372.63 ms [2021-08-19 11:31:47 main:574] : INFO : Epoch 1635 | loss: 0.0311269 | val_loss: 0.0311573 | Time: 1370.82 ms [2021-08-19 11:31:48 main:574] : INFO : Epoch 1636 | loss: 0.0311274 | val_loss: 0.0311581 | Time: 1373.69 ms [2021-08-19 11:31:50 main:574] : INFO : Epoch 1637 | loss: 0.0311244 | val_loss: 0.0311572 | Time: 1367.7 ms [2021-08-19 11:31:51 main:574] : INFO : Epoch 1638 | loss: 0.0311249 | val_loss: 0.0311584 | Time: 1376.36 ms [2021-08-19 11:31:52 main:574] : INFO : Epoch 1639 | loss: 0.0311266 | val_loss: 0.03116 | Time: 1374.12 ms [2021-08-19 11:31:54 main:574] : INFO : Epoch 1640 | loss: 0.0311289 | val_loss: 0.0311596 | Time: 1370.2 ms [2021-08-19 11:31:55 main:574] : INFO : Epoch 1641 | loss: 0.0311272 | val_loss: 0.0311609 | Time: 1374.92 ms [2021-08-19 11:31:57 main:574] : INFO : Epoch 1642 | loss: 0.031129 | val_loss: 0.0311625 | Time: 1372.18 ms [2021-08-19 11:31:58 main:574] : INFO : Epoch 1643 | loss: 0.0311355 | val_loss: 0.0311636 | Time: 1373.48 ms [2021-08-19 11:31:59 main:574] : INFO : Epoch 1644 | loss: 0.0311336 | val_loss: 0.0311633 | Time: 1372.06 ms [2021-08-19 11:32:01 main:574] : INFO : Epoch 1645 | loss: 0.0311387 | val_loss: 0.03116 | Time: 1372.81 ms [2021-08-19 11:32:02 main:574] : INFO : Epoch 1646 | loss: 0.0311376 | val_loss: 0.0311584 | Time: 1374.52 ms [2021-08-19 11:32:04 main:574] : INFO : Epoch 1647 | loss: 0.031139 | val_loss: 0.03116 | Time: 1371.98 ms [2021-08-19 11:32:05 main:574] : INFO : Epoch 1648 | loss: 0.0311344 | val_loss: 0.0311582 | Time: 1385.97 ms [2021-08-19 11:32:06 main:574] : INFO : Epoch 1649 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 1371.8 ms [2021-08-19 11:32:08 main:574] : INFO : Epoch 1650 | loss: 0.0311342 | val_loss: 0.0311542 | Time: 1372.27 ms [2021-08-19 11:32:09 main:574] : INFO : Epoch 1651 | loss: 0.0311311 | val_loss: 0.0311615 | Time: 1373.21 ms [2021-08-19 11:32:11 main:574] : INFO : Epoch 1652 | loss: 0.0311352 | val_loss: 0.0311547 | Time: 1374.24 ms [2021-08-19 11:32:12 main:574] : INFO : Epoch 1653 | loss: 0.0311289 | val_loss: 0.0311543 | Time: 1373.07 ms [2021-08-19 11:32:13 main:574] : INFO : Epoch 1654 | loss: 0.0311284 | val_loss: 0.0311596 | Time: 1376.65 ms [2021-08-19 11:32:15 main:574] : INFO : Epoch 1655 | loss: 0.0311318 | val_loss: 0.0311644 | Time: 1370.12 ms [2021-08-19 11:32:16 main:574] : INFO : Epoch 1656 | loss: 0.0311314 | val_loss: 0.0311565 | Time: 1371.9 ms [2021-08-19 11:32:18 main:574] : INFO : Epoch 1657 | loss: 0.0311278 | val_loss: 0.0311585 | Time: 1372.71 ms [2021-08-19 11:32:19 main:574] : INFO : Epoch 1658 | loss: 0.031129 | val_loss: 0.0311698 | Time: 1369.23 ms [2021-08-19 11:32:20 main:574] : INFO : Epoch 1659 | loss: 0.031128 | val_loss: 0.0311571 | Time: 1371.95 ms [2021-08-19 11:32:22 main:574] : INFO : Epoch 1660 | loss: 0.0311261 | val_loss: 0.0311561 | Time: 1370.85 ms [2021-08-19 11:32:23 main:574] : INFO : Epoch 1661 | loss: 0.0311284 | val_loss: 0.0311574 | Time: 1375.28 ms [2021-08-19 11:32:25 main:574] : INFO : Epoch 1662 | loss: 0.0311299 | val_loss: 0.0311556 | Time: 1387.05 ms [2021-08-19 11:32:26 main:574] : INFO : Epoch 1663 | loss: 0.0311291 | val_loss: 0.0311602 | Time: 1371.75 ms [2021-08-19 11:32:27 main:574] : INFO : Epoch 1664 | loss: 0.0311294 | val_loss: 0.0311592 | Time: 1373.47 ms [2021-08-19 11:32:29 main:574] : INFO : Epoch 1665 | loss: 0.0311284 | val_loss: 0.0311546 | Time: 1374.92 ms [2021-08-19 11:32:30 main:574] : INFO : Epoch 1666 | loss: 0.0311253 | val_loss: 0.0311521 | Time: 1372.01 ms [2021-08-19 11:32:32 main:574] : INFO : Epoch 1667 | loss: 0.0311253 | val_loss: 0.0311586 | Time: 1368.76 ms [2021-08-19 11:32:33 main:574] : INFO : Epoch 1668 | loss: 0.0311286 | val_loss: 0.0311552 | Time: 1371.86 ms [2021-08-19 11:32:34 main:574] : INFO : Epoch 1669 | loss: 0.0311255 | val_loss: 0.0311578 | Time: 1373.29 ms [2021-08-19 11:32:36 main:574] : INFO : Epoch 1670 | loss: 0.0311253 | val_loss: 0.0311545 | Time: 1373.2 ms [2021-08-19 11:32:37 main:574] : INFO : Epoch 1671 | loss: 0.0311252 | val_loss: 0.0311526 | Time: 1372.05 ms [2021-08-19 11:32:39 main:574] : INFO : Epoch 1672 | loss: 0.0311264 | val_loss: 0.0311527 | Time: 1372.59 ms [2021-08-19 11:32:40 main:574] : INFO : Epoch 1673 | loss: 0.0311258 | val_loss: 0.0311531 | Time: 1373.41 ms [2021-08-19 11:32:41 main:574] : INFO : Epoch 1674 | loss: 0.0311268 | val_loss: 0.0311564 | Time: 1373.37 ms [2021-08-19 11:32:43 main:574] : INFO : Epoch 1675 | loss: 0.0311309 | val_loss: 0.0311596 | Time: 1371.69 ms [2021-08-19 11:32:44 main:574] : INFO : Epoch 1676 | loss: 0.0311282 | val_loss: 0.0311564 | Time: 1370.51 ms [2021-08-19 11:32:46 main:574] : INFO : Epoch 1677 | loss: 0.0311328 | val_loss: 0.0311554 | Time: 1369.52 ms [2021-08-19 11:32:47 main:574] : INFO : Epoch 1678 | loss: 0.0311314 | val_loss: 0.0311589 | Time: 1371.98 ms [2021-08-19 11:32:48 main:574] : INFO : Epoch 1679 | loss: 0.0311289 | val_loss: 0.0311563 | Time: 1372.92 ms [2021-08-19 11:32:50 main:574] : INFO : Epoch 1680 | loss: 0.0311315 | val_loss: 0.0311637 | Time: 1373.8 ms [2021-08-19 11:32:51 main:574] : INFO : Epoch 1681 | loss: 0.0311305 | val_loss: 0.0311556 | Time: 1367.74 ms [2021-08-19 11:32:52 main:574] : INFO : Epoch 1682 | loss: 0.0311293 | val_loss: 0.0311544 | Time: 1372.41 ms [2021-08-19 11:32:54 main:574] : INFO : Epoch 1683 | loss: 0.0311286 | val_loss: 0.0311548 | Time: 1372.68 ms [2021-08-19 11:32:55 main:574] : INFO : Epoch 1684 | loss: 0.0311258 | val_loss: 0.0311574 | Time: 1391.61 ms [2021-08-19 11:32:57 main:574] : INFO : Epoch 1685 | loss: 0.0311251 | val_loss: 0.0311554 | Time: 1373.46 ms [2021-08-19 11:32:58 main:574] : INFO : Epoch 1686 | loss: 0.0311242 | val_loss: 0.0311541 | Time: 1385.57 ms [2021-08-19 11:32:59 main:574] : INFO : Epoch 1687 | loss: 0.0311249 | val_loss: 0.0311659 | Time: 1380 ms [2021-08-19 11:33:01 main:574] : INFO : Epoch 1688 | loss: 0.0311346 | val_loss: 0.0311558 | Time: 1375.73 ms [2021-08-19 11:33:02 main:574] : INFO : Epoch 1689 | loss: 0.0311421 | val_loss: 0.0311535 | Time: 1374.14 ms [2021-08-19 11:33:04 main:574] : INFO : Epoch 1690 | loss: 0.031135 | val_loss: 0.0311549 | Time: 1370 ms [2021-08-19 11:33:05 main:574] : INFO : Epoch 1691 | loss: 0.031128 | val_loss: 0.0311565 | Time: 1373.59 ms [2021-08-19 11:33:06 main:574] : INFO : Epoch 1692 | loss: 0.0311308 | val_loss: 0.0311567 | Time: 1373.23 ms [2021-08-19 11:33:08 main:574] : INFO : Epoch 1693 | loss: 0.0311282 | val_loss: 0.0311571 | Time: 1372.84 ms [2021-08-19 11:33:09 main:574] : INFO : Epoch 1694 | loss: 0.031129 | val_loss: 0.0311602 | Time: 1373.23 ms [2021-08-19 11:33:11 main:574] : INFO : Epoch 1695 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1370.89 ms [2021-08-19 11:33:12 main:574] : INFO : Epoch 1696 | loss: 0.0311512 | val_loss: 0.0311557 | Time: 1370.53 ms [2021-08-19 11:33:13 main:574] : INFO : Epoch 1697 | loss: 0.0311483 | val_loss: 0.0311547 | Time: 1372.53 ms [2021-08-19 11:33:15 main:574] : INFO : Epoch 1698 | loss: 0.0311442 | val_loss: 0.031153 | Time: 1373.62 ms [2021-08-19 11:33:16 main:574] : INFO : Epoch 1699 | loss: 0.0311403 | val_loss: 0.0311719 | Time: 1373.64 ms [2021-08-19 11:33:18 main:574] : INFO : Epoch 1700 | loss: 0.0311429 | val_loss: 0.0311564 | Time: 1373.21 ms [2021-08-19 11:33:19 main:574] : INFO : Epoch 1701 | loss: 0.0311429 | val_loss: 0.0311688 | Time: 1373.63 ms [2021-08-19 11:33:20 main:574] : INFO : Epoch 1702 | loss: 0.0311428 | val_loss: 0.0311521 | Time: 1368.48 ms [2021-08-19 11:33:22 main:574] : INFO : Epoch 1703 | loss: 0.0311363 | val_loss: 0.0311517 | Time: 1373.25 ms [2021-08-19 11:33:23 main:574] : INFO : Epoch 1704 | loss: 0.0311346 | val_loss: 0.0311514 | Time: 1371.01 ms [2021-08-19 11:33:25 main:574] : INFO : Epoch 1705 | loss: 0.0311334 | val_loss: 0.0311535 | Time: 1372.48 ms [2021-08-19 11:33:26 main:574] : INFO : Epoch 1706 | loss: 0.0311341 | val_loss: 0.0311528 | Time: 1373.47 ms [2021-08-19 11:33:27 main:574] : INFO : Epoch 1707 | loss: 0.0311341 | val_loss: 0.0311563 | Time: 1378.6 ms [2021-08-19 11:33:29 main:574] : INFO : Epoch 1708 | loss: 0.0311333 | val_loss: 0.031156 | Time: 1370.57 ms [2021-08-19 11:33:30 main:574] : INFO : Epoch 1709 | loss: 0.0311324 | val_loss: 0.0311532 | Time: 1371.66 ms [2021-08-19 11:33:32 main:574] : INFO : Epoch 1710 | loss: 0.0311325 | val_loss: 0.0311533 | Time: 1372.3 ms [2021-08-19 11:33:33 main:574] : INFO : Epoch 1711 | loss: 0.0311352 | val_loss: 0.0311524 | Time: 1370.62 ms [2021-08-19 11:33:34 main:574] : INFO : Epoch 1712 | loss: 0.0311342 | val_loss: 0.0311543 | Time: 1371.09 ms [2021-08-19 11:33:36 main:574] : INFO : Epoch 1713 | loss: 0.0311333 | val_loss: 0.0311531 | Time: 1383.43 ms [2021-08-19 11:33:37 main:574] : INFO : Epoch 1714 | loss: 0.0311324 | val_loss: 0.0311582 | Time: 1375.6 ms [2021-08-19 11:33:39 main:574] : INFO : Epoch 1715 | loss: 0.0311333 | val_loss: 0.0311615 | Time: 1367.95 ms [2021-08-19 11:33:40 main:574] : INFO : Epoch 1716 | loss: 0.0311313 | val_loss: 0.0311517 | Time: 1371.8 ms [2021-08-19 11:33:41 main:574] : INFO : Epoch 1717 | loss: 0.0311322 | val_loss: 0.0311578 | Time: 1371.27 ms [2021-08-19 11:33:43 main:574] : INFO : Epoch 1718 | loss: 0.031133 | val_loss: 0.0311653 | Time: 1368.88 ms [2021-08-19 11:33:44 main:574] : INFO : Epoch 1719 | loss: 0.0311316 | val_loss: 0.0311558 | Time: 1367.36 ms [2021-08-19 11:33:46 main:574] : INFO : Epoch 1720 | loss: 0.0311297 | val_loss: 0.0311622 | Time: 1370.65 ms [2021-08-19 11:33:47 main:574] : INFO : Epoch 1721 | loss: 0.0311292 | val_loss: 0.0311555 | Time: 1378.66 ms [2021-08-19 11:33:48 main:574] : INFO : Epoch 1722 | loss: 0.03113 | val_loss: 0.0311519 | Time: 1370.13 ms [2021-08-19 11:33:50 main:574] : INFO : Epoch 1723 | loss: 0.0311296 | val_loss: 0.0311567 | Time: 1375.45 ms [2021-08-19 11:33:51 main:574] : INFO : Epoch 1724 | loss: 0.0311295 | val_loss: 0.0311565 | Time: 1374.12 ms [2021-08-19 11:33:52 main:574] : INFO : Epoch 1725 | loss: 0.0311299 | val_loss: 0.0311544 | Time: 1369.47 ms [2021-08-19 11:33:54 main:574] : INFO : Epoch 1726 | loss: 0.0311366 | val_loss: 0.0311545 | Time: 1371.09 ms [2021-08-19 11:33:55 main:574] : INFO : Epoch 1727 | loss: 0.0311321 | val_loss: 0.0311543 | Time: 1371.62 ms [2021-08-19 11:33:57 main:574] : INFO : Epoch 1728 | loss: 0.0311301 | val_loss: 0.0311601 | Time: 1373.5 ms [2021-08-19 11:33:58 main:574] : INFO : Epoch 1729 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 1373.69 ms [2021-08-19 11:33:59 main:574] : INFO : Epoch 1730 | loss: 0.031127 | val_loss: 0.0311535 | Time: 1371.86 ms [2021-08-19 11:34:01 main:574] : INFO : Epoch 1731 | loss: 0.0311269 | val_loss: 0.0311546 | Time: 1373.8 ms [2021-08-19 11:34:02 main:574] : INFO : Epoch 1732 | loss: 0.0311297 | val_loss: 0.0311593 | Time: 1373.36 ms [2021-08-19 11:34:04 main:574] : INFO : Epoch 1733 | loss: 0.0311282 | val_loss: 0.0311542 | Time: 1368.07 ms [2021-08-19 11:34:05 main:574] : INFO : Epoch 1734 | loss: 0.0311266 | val_loss: 0.0311543 | Time: 1371.81 ms [2021-08-19 11:34:06 main:574] : INFO : Epoch 1735 | loss: 0.0311261 | val_loss: 0.0311542 | Time: 1384.81 ms [2021-08-19 11:34:08 main:574] : INFO : Epoch 1736 | loss: 0.0311251 | val_loss: 0.0311546 | Time: 1374.57 ms [2021-08-19 11:34:09 main:574] : INFO : Epoch 1737 | loss: 0.0311272 | val_loss: 0.031153 | Time: 1375.38 ms [2021-08-19 11:34:11 main:574] : INFO : Epoch 1738 | loss: 0.0311271 | val_loss: 0.0311548 | Time: 1375.1 ms [2021-08-19 11:34:12 main:574] : INFO : Epoch 1739 | loss: 0.0311278 | val_loss: 0.0311653 | Time: 1372.64 ms [2021-08-19 11:34:13 main:574] : INFO : Epoch 1740 | loss: 0.0311285 | val_loss: 0.0311581 | Time: 1370.94 ms [2021-08-19 11:34:15 main:574] : INFO : Epoch 1741 | loss: 0.0311261 | val_loss: 0.0311537 | Time: 1371.29 ms [2021-08-19 11:34:16 main:574] : INFO : Epoch 1742 | loss: 0.0311299 | val_loss: 0.0311566 | Time: 1385.3 ms [2021-08-19 11:34:18 main:574] : INFO : Epoch 1743 | loss: 0.0311343 | val_loss: 0.031156 | Time: 1372.34 ms [2021-08-19 11:34:19 main:574] : INFO : Epoch 1744 | loss: 0.0311331 | val_loss: 0.031157 | Time: 1371.41 ms [2021-08-19 11:34:20 main:574] : INFO : Epoch 1745 | loss: 0.0311283 | val_loss: 0.0311563 | Time: 1371.17 ms [2021-08-19 11:34:22 main:574] : INFO : Epoch 1746 | loss: 0.0311292 | val_loss: 0.0311575 | Time: 1373.74 ms [2021-08-19 11:34:23 main:574] : INFO : Epoch 1747 | loss: 0.0311308 | val_loss: 0.031157 | Time: 1370.85 ms [2021-08-19 11:34:25 main:574] : INFO : Epoch 1748 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 1372.14 ms [2021-08-19 11:34:26 main:574] : INFO : Epoch 1749 | loss: 0.031135 | val_loss: 0.0311588 | Time: 1373.73 ms [2021-08-19 11:34:27 main:574] : INFO : Epoch 1750 | loss: 0.0311348 | val_loss: 0.0311673 | Time: 1373.07 ms [2021-08-19 11:34:29 main:574] : INFO : Epoch 1751 | loss: 0.0311311 | val_loss: 0.0311592 | Time: 1376.09 ms [2021-08-19 11:34:30 main:574] : INFO : Epoch 1752 | loss: 0.0311298 | val_loss: 0.0311595 | Time: 1374 ms [2021-08-19 11:34:32 main:574] : INFO : Epoch 1753 | loss: 0.0311297 | val_loss: 0.0311678 | Time: 1371.92 ms [2021-08-19 11:34:33 main:574] : INFO : Epoch 1754 | loss: 0.0311333 | val_loss: 0.0311572 | Time: 1371.28 ms [2021-08-19 11:34:34 main:574] : INFO : Epoch 1755 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 1369.94 ms [2021-08-19 11:34:36 main:574] : INFO : Epoch 1756 | loss: 0.0311338 | val_loss: 0.0311556 | Time: 1372.83 ms [2021-08-19 11:34:37 main:574] : INFO : Epoch 1757 | loss: 0.0311307 | val_loss: 0.0311597 | Time: 1373.37 ms [2021-08-19 11:34:39 main:574] : INFO : Epoch 1758 | loss: 0.031132 | val_loss: 0.0311563 | Time: 1369.55 ms [2021-08-19 11:34:40 main:574] : INFO : Epoch 1759 | loss: 0.0311304 | val_loss: 0.0311589 | Time: 1373.16 ms [2021-08-19 11:34:41 main:574] : INFO : Epoch 1760 | loss: 0.0311313 | val_loss: 0.0311577 | Time: 1372.6 ms [2021-08-19 11:34:43 main:574] : INFO : Epoch 1761 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 1374.96 ms [2021-08-19 11:34:44 main:574] : INFO : Epoch 1762 | loss: 0.0311336 | val_loss: 0.0311584 | Time: 1371.78 ms [2021-08-19 11:34:45 main:574] : INFO : Epoch 1763 | loss: 0.0311292 | val_loss: 0.0311554 | Time: 1374.1 ms [2021-08-19 11:34:47 main:574] : INFO : Epoch 1764 | loss: 0.0311326 | val_loss: 0.031158 | Time: 1373.98 ms [2021-08-19 11:34:48 main:574] : INFO : Epoch 1765 | loss: 0.031126 | val_loss: 0.0311564 | Time: 1372.38 ms [2021-08-19 11:34:50 main:574] : INFO : Epoch 1766 | loss: 0.031132 | val_loss: 0.0311568 | Time: 1374.22 ms [2021-08-19 11:34:51 main:574] : INFO : Epoch 1767 | loss: 0.0311341 | val_loss: 0.0311576 | Time: 1372.21 ms [2021-08-19 11:34:52 main:574] : INFO : Epoch 1768 | loss: 0.0311307 | val_loss: 0.0311569 | Time: 1372.18 ms [2021-08-19 11:34:54 main:574] : INFO : Epoch 1769 | loss: 0.031131 | val_loss: 0.0311535 | Time: 1375.59 ms [2021-08-19 11:34:55 main:574] : INFO : Epoch 1770 | loss: 0.03113 | val_loss: 0.0311687 | Time: 1372.59 ms [2021-08-19 11:34:57 main:574] : INFO : Epoch 1771 | loss: 0.031133 | val_loss: 0.0311537 | Time: 1372.14 ms [2021-08-19 11:34:58 main:574] : INFO : Epoch 1772 | loss: 0.0311293 | val_loss: 0.0311545 | Time: 1376.55 ms [2021-08-19 11:34:59 main:574] : INFO : Epoch 1773 | loss: 0.0311263 | val_loss: 0.0311536 | Time: 1369.51 ms [2021-08-19 11:35:01 main:574] : INFO : Epoch 1774 | loss: 0.0311294 | val_loss: 0.0311619 | Time: 1374.4 ms [2021-08-19 11:35:02 main:574] : INFO : Epoch 1775 | loss: 0.0311292 | val_loss: 0.0311588 | Time: 1375.25 ms [2021-08-19 11:35:04 main:574] : INFO : Epoch 1776 | loss: 0.0311291 | val_loss: 0.0311551 | Time: 1374.49 ms [2021-08-19 11:35:05 main:574] : INFO : Epoch 1777 | loss: 0.0311271 | val_loss: 0.0311577 | Time: 1372.94 ms [2021-08-19 11:35:06 main:574] : INFO : Epoch 1778 | loss: 0.031129 | val_loss: 0.0311595 | Time: 1375.86 ms [2021-08-19 11:35:08 main:574] : INFO : Epoch 1779 | loss: 0.0311319 | val_loss: 0.0311521 | Time: 1372.49 ms [2021-08-19 11:35:09 main:574] : INFO : Epoch 1780 | loss: 0.0311284 | val_loss: 0.0311518 | Time: 1375.27 ms [2021-08-19 11:35:11 main:574] : INFO : Epoch 1781 | loss: 0.0311269 | val_loss: 0.0311685 | Time: 1374.05 ms [2021-08-19 11:35:12 main:574] : INFO : Epoch 1782 | loss: 0.0311323 | val_loss: 0.0311635 | Time: 1372.2 ms [2021-08-19 11:35:13 main:574] : INFO : Epoch 1783 | loss: 0.0311311 | val_loss: 0.0311565 | Time: 1371.8 ms [2021-08-19 11:35:15 main:574] : INFO : Epoch 1784 | loss: 0.0311325 | val_loss: 0.0311575 | Time: 1372.04 ms [2021-08-19 11:35:16 main:574] : INFO : Epoch 1785 | loss: 0.0311313 | val_loss: 0.0311564 | Time: 1374.96 ms [2021-08-19 11:35:18 main:574] : INFO : Epoch 1786 | loss: 0.0311304 | val_loss: 0.0311538 | Time: 1373.86 ms [2021-08-19 11:35:19 main:574] : INFO : Epoch 1787 | loss: 0.031128 | val_loss: 0.0311558 | Time: 1371.48 ms [2021-08-19 11:35:20 main:574] : INFO : Epoch 1788 | loss: 0.0311268 | val_loss: 0.0311548 | Time: 1373.57 ms [2021-08-19 11:35:22 main:574] : INFO : Epoch 1789 | loss: 0.0311257 | val_loss: 0.0311545 | Time: 1377.07 ms [2021-08-19 11:35:23 main:574] : INFO : Epoch 1790 | loss: 0.0311271 | val_loss: 0.0311617 | Time: 1373.73 ms [2021-08-19 11:35:25 main:574] : INFO : Epoch 1791 | loss: 0.03113 | val_loss: 0.0311639 | Time: 1375.99 ms [2021-08-19 11:35:26 main:574] : INFO : Epoch 1792 | loss: 0.0311284 | val_loss: 0.0311566 | Time: 1376.14 ms [2021-08-19 11:35:27 main:574] : INFO : Epoch 1793 | loss: 0.0311264 | val_loss: 0.0311559 | Time: 1374.44 ms [2021-08-19 11:35:29 main:574] : INFO : Epoch 1794 | loss: 0.0311273 | val_loss: 0.0311598 | Time: 1376 ms [2021-08-19 11:35:30 main:574] : INFO : Epoch 1795 | loss: 0.0311254 | val_loss: 0.0311574 | Time: 1374.52 ms [2021-08-19 11:35:32 main:574] : INFO : Epoch 1796 | loss: 0.0311245 | val_loss: 0.0311563 | Time: 1371.05 ms [2021-08-19 11:35:33 main:574] : INFO : Epoch 1797 | loss: 0.0311238 | val_loss: 0.0311589 | Time: 1374.38 ms [2021-08-19 11:35:34 main:574] : INFO : Epoch 1798 | loss: 0.0311221 | val_loss: 0.0311589 | Time: 1371.36 ms [2021-08-19 11:35:36 main:574] : INFO : Epoch 1799 | loss: 0.031122 | val_loss: 0.0311594 | Time: 1371.51 ms [2021-08-19 11:35:37 main:574] : INFO : Epoch 1800 | loss: 0.0311247 | val_loss: 0.031164 | Time: 1373.3 ms [2021-08-19 11:35:38 main:574] : INFO : Epoch 1801 | loss: 0.0311261 | val_loss: 0.0311574 | Time: 1375.01 ms [2021-08-19 11:35:40 main:574] : INFO : Epoch 1802 | loss: 0.031128 | val_loss: 0.0311625 | Time: 1372.65 ms [2021-08-19 11:35:41 main:574] : INFO : Epoch 1803 | loss: 0.0311255 | val_loss: 0.0311618 | Time: 1375.15 ms [2021-08-19 11:35:43 main:574] : INFO : Epoch 1804 | loss: 0.0311244 | val_loss: 0.0311583 | Time: 1377.81 ms [2021-08-19 11:35:44 main:574] : INFO : Epoch 1805 | loss: 0.0311272 | val_loss: 0.031162 | Time: 1373.05 ms [2021-08-19 11:35:45 main:574] : INFO : Epoch 1806 | loss: 0.0311252 | val_loss: 0.0311627 | Time: 1371.8 ms [2021-08-19 11:35:47 main:574] : INFO : Epoch 1807 | loss: 0.0311225 | val_loss: 0.0311595 | Time: 1373.7 ms [2021-08-19 11:35:48 main:574] : INFO : Epoch 1808 | loss: 0.0311242 | val_loss: 0.0311602 | Time: 1372.97 ms [2021-08-19 11:35:50 main:574] : INFO : Epoch 1809 | loss: 0.0311245 | val_loss: 0.0311565 | Time: 1373 ms [2021-08-19 11:35:51 main:574] : INFO : Epoch 1810 | loss: 0.0311354 | val_loss: 0.0311615 | Time: 1373.82 ms [2021-08-19 11:35:52 main:574] : INFO : Epoch 1811 | loss: 0.0311327 | val_loss: 0.0311587 | Time: 1370.31 ms [2021-08-19 11:35:54 main:574] : INFO : Epoch 1812 | loss: 0.0311291 | val_loss: 0.0311557 | Time: 1370.04 ms [2021-08-19 11:35:55 main:574] : INFO : Epoch 1813 | loss: 0.0311242 | val_loss: 0.0311529 | Time: 1374.78 ms [2021-08-19 11:35:57 main:574] : INFO : Epoch 1814 | loss: 0.0311262 | val_loss: 0.0311529 | Time: 1373.18 ms [2021-08-19 11:35:58 main:574] : INFO : Epoch 1815 | loss: 0.0311261 | val_loss: 0.0311548 | Time: 1375 ms [2021-08-19 11:35:59 main:574] : INFO : Epoch 1816 | loss: 0.0311255 | val_loss: 0.0311542 | Time: 1375.63 ms [2021-08-19 11:36:01 main:574] : INFO : Epoch 1817 | loss: 0.0311379 | val_loss: 0.0311567 | Time: 1374.5 ms [2021-08-19 11:36:02 main:574] : INFO : Epoch 1818 | loss: 0.0311363 | val_loss: 0.0311551 | Time: 1374.87 ms [2021-08-19 11:36:04 main:574] : INFO : Epoch 1819 | loss: 0.0311366 | val_loss: 0.0311553 | Time: 1371.96 ms [2021-08-19 11:36:05 main:574] : INFO : Epoch 1820 | loss: 0.0311355 | val_loss: 0.0311546 | Time: 1375.47 ms [2021-08-19 11:36:06 main:574] : INFO : Epoch 1821 | loss: 0.0311318 | val_loss: 0.0311562 | Time: 1372.16 ms [2021-08-19 11:36:08 main:574] : INFO : Epoch 1822 | loss: 0.0311332 | val_loss: 0.0311544 | Time: 1371.8 ms [2021-08-19 11:36:09 main:574] : INFO : Epoch 1823 | loss: 0.0311289 | val_loss: 0.0311575 | Time: 1367.19 ms [2021-08-19 11:36:11 main:574] : INFO : Epoch 1824 | loss: 0.0311287 | val_loss: 0.0311565 | Time: 1372.81 ms [2021-08-19 11:36:12 main:574] : INFO : Epoch 1825 | loss: 0.0311288 | val_loss: 0.0311548 | Time: 1371.9 ms [2021-08-19 11:36:13 main:574] : INFO : Epoch 1826 | loss: 0.0311346 | val_loss: 0.0311594 | Time: 1377.65 ms [2021-08-19 11:36:15 main:574] : INFO : Epoch 1827 | loss: 0.0311323 | val_loss: 0.0311584 | Time: 1374.16 ms [2021-08-19 11:36:16 main:574] : INFO : Epoch 1828 | loss: 0.0311271 | val_loss: 0.0311594 | Time: 1371.33 ms [2021-08-19 11:36:18 main:574] : INFO : Epoch 1829 | loss: 0.0311297 | val_loss: 0.0311578 | Time: 1375.15 ms [2021-08-19 11:36:19 main:574] : INFO : Epoch 1830 | loss: 0.0311274 | val_loss: 0.0311599 | Time: 1369.1 ms [2021-08-19 11:36:20 main:574] : INFO : Epoch 1831 | loss: 0.0311306 | val_loss: 0.031172 | Time: 1371.65 ms [2021-08-19 11:36:22 main:574] : INFO : Epoch 1832 | loss: 0.0311347 | val_loss: 0.0311607 | Time: 1377.5 ms [2021-08-19 11:36:23 main:574] : INFO : Epoch 1833 | loss: 0.0311295 | val_loss: 0.0311587 | Time: 1371.04 ms [2021-08-19 11:36:25 main:574] : INFO : Epoch 1834 | loss: 0.0311265 | val_loss: 0.0311564 | Time: 1370.36 ms [2021-08-19 11:36:26 main:574] : INFO : Epoch 1835 | loss: 0.0311259 | val_loss: 0.0311577 | Time: 1374.44 ms [2021-08-19 11:36:27 main:574] : INFO : Epoch 1836 | loss: 0.0311261 | val_loss: 0.0311567 | Time: 1368.01 ms [2021-08-19 11:36:29 main:574] : INFO : Epoch 1837 | loss: 0.0311246 | val_loss: 0.0311581 | Time: 1376.59 ms [2021-08-19 11:36:30 main:574] : INFO : Epoch 1838 | loss: 0.0311262 | val_loss: 0.0311575 | Time: 1374.82 ms [2021-08-19 11:36:31 main:574] : INFO : Epoch 1839 | loss: 0.0311277 | val_loss: 0.0311593 | Time: 1374.44 ms [2021-08-19 11:36:33 main:574] : INFO : Epoch 1840 | loss: 0.0311267 | val_loss: 0.0311609 | Time: 1374.01 ms [2021-08-19 11:36:34 main:574] : INFO : Epoch 1841 | loss: 0.0311287 | val_loss: 0.0311572 | Time: 1374.76 ms [2021-08-19 11:36:36 main:574] : INFO : Epoch 1842 | loss: 0.0311268 | val_loss: 0.0311554 | Time: 1375.83 ms [2021-08-19 11:36:37 main:574] : INFO : Epoch 1843 | loss: 0.0311237 | val_loss: 0.0311597 | Time: 1368.87 ms [2021-08-19 11:36:38 main:574] : INFO : Epoch 1844 | loss: 0.0311272 | val_loss: 0.0311624 | Time: 1390.21 ms [2021-08-19 11:36:40 main:574] : INFO : Epoch 1845 | loss: 0.0311278 | val_loss: 0.0311576 | Time: 1373.56 ms [2021-08-19 11:36:41 main:574] : INFO : Epoch 1846 | loss: 0.0311245 | val_loss: 0.0311599 | Time: 1373.31 ms [2021-08-19 11:36:43 main:574] : INFO : Epoch 1847 | loss: 0.031133 | val_loss: 0.0311648 | Time: 1371.78 ms [2021-08-19 11:36:44 main:574] : INFO : Epoch 1848 | loss: 0.0311353 | val_loss: 0.0311573 | Time: 1382.89 ms [2021-08-19 11:36:45 main:574] : INFO : Epoch 1849 | loss: 0.0311291 | val_loss: 0.0311559 | Time: 1373.91 ms [2021-08-19 11:36:47 main:574] : INFO : Epoch 1850 | loss: 0.0311284 | val_loss: 0.0311656 | Time: 1371.8 ms [2021-08-19 11:36:48 main:574] : INFO : Epoch 1851 | loss: 0.031138 | val_loss: 0.0311729 | Time: 1375.23 ms [2021-08-19 11:36:50 main:574] : INFO : Epoch 1852 | loss: 0.0311378 | val_loss: 0.0311595 | Time: 1375.5 ms [2021-08-19 11:36:51 main:574] : INFO : Epoch 1853 | loss: 0.0311297 | val_loss: 0.0311627 | Time: 1372.52 ms [2021-08-19 11:36:52 main:574] : INFO : Epoch 1854 | loss: 0.0311253 | val_loss: 0.0311566 | Time: 1373.48 ms [2021-08-19 11:36:54 main:574] : INFO : Epoch 1855 | loss: 0.0311238 | val_loss: 0.0311642 | Time: 1373.25 ms [2021-08-19 11:36:55 main:574] : INFO : Epoch 1856 | loss: 0.0311209 | val_loss: 0.0311601 | Time: 1370.21 ms [2021-08-19 11:36:57 main:574] : INFO : Epoch 1857 | loss: 0.0311225 | val_loss: 0.0311583 | Time: 1369.77 ms [2021-08-19 11:36:58 main:574] : INFO : Epoch 1858 | loss: 0.0311204 | val_loss: 0.0311575 | Time: 1374.26 ms [2021-08-19 11:36:59 main:574] : INFO : Epoch 1859 | loss: 0.0311232 | val_loss: 0.0311597 | Time: 1374.08 ms [2021-08-19 11:37:01 main:574] : INFO : Epoch 1860 | loss: 0.0311267 | val_loss: 0.0311593 | Time: 1377.38 ms [2021-08-19 11:37:02 main:574] : INFO : Epoch 1861 | loss: 0.0311317 | val_loss: 0.0311559 | Time: 1373.8 ms [2021-08-19 11:37:04 main:574] : INFO : Epoch 1862 | loss: 0.0311332 | val_loss: 0.03117 | Time: 1377.31 ms [2021-08-19 11:37:05 main:574] : INFO : Epoch 1863 | loss: 0.0311331 | val_loss: 0.0311639 | Time: 1372.54 ms [2021-08-19 11:37:06 main:574] : INFO : Epoch 1864 | loss: 0.0311286 | val_loss: 0.0311561 | Time: 1371.44 ms [2021-08-19 11:37:08 main:574] : INFO : Epoch 1865 | loss: 0.0311258 | val_loss: 0.0311573 | Time: 1374.04 ms [2021-08-19 11:37:09 main:574] : INFO : Epoch 1866 | loss: 0.0311238 | val_loss: 0.031159 | Time: 1372.11 ms [2021-08-19 11:37:11 main:574] : INFO : Epoch 1867 | loss: 0.0311266 | val_loss: 0.0311549 | Time: 1375.75 ms [2021-08-19 11:37:12 main:574] : INFO : Epoch 1868 | loss: 0.0311228 | val_loss: 0.0311557 | Time: 1373.75 ms [2021-08-19 11:37:13 main:574] : INFO : Epoch 1869 | loss: 0.0311224 | val_loss: 0.0311577 | Time: 1373.24 ms [2021-08-19 11:37:15 main:574] : INFO : Epoch 1870 | loss: 0.031125 | val_loss: 0.0311591 | Time: 1371.91 ms [2021-08-19 11:37:16 main:574] : INFO : Epoch 1871 | loss: 0.0311242 | val_loss: 0.0311635 | Time: 1371.96 ms [2021-08-19 11:37:18 main:574] : INFO : Epoch 1872 | loss: 0.0311282 | val_loss: 0.0311606 | Time: 1372.58 ms [2021-08-19 11:37:19 main:574] : INFO : Epoch 1873 | loss: 0.031136 | val_loss: 0.0311585 | Time: 1379.7 ms [2021-08-19 11:37:20 main:574] : INFO : Epoch 1874 | loss: 0.0311364 | val_loss: 0.03116 | Time: 1372.37 ms [2021-08-19 11:37:22 main:574] : INFO : Epoch 1875 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 1372.92 ms [2021-08-19 11:37:23 main:574] : INFO : Epoch 1876 | loss: 0.0311263 | val_loss: 0.0311535 | Time: 1374.81 ms [2021-08-19 11:37:25 main:574] : INFO : Epoch 1877 | loss: 0.0311303 | val_loss: 0.0311543 | Time: 1375.51 ms [2021-08-19 11:37:26 main:574] : INFO : Epoch 1878 | loss: 0.031135 | val_loss: 0.0311587 | Time: 1373.09 ms [2021-08-19 11:37:27 main:574] : INFO : Epoch 1879 | loss: 0.0311338 | val_loss: 0.0311562 | Time: 1375.17 ms [2021-08-19 11:37:29 main:574] : INFO : Epoch 1880 | loss: 0.0311309 | val_loss: 0.031153 | Time: 1368.52 ms [2021-08-19 11:37:30 main:574] : INFO : Epoch 1881 | loss: 0.0311315 | val_loss: 0.0311641 | Time: 1376.03 ms [2021-08-19 11:37:32 main:574] : INFO : Epoch 1882 | loss: 0.0311332 | val_loss: 0.0311543 | Time: 1372.67 ms [2021-08-19 11:37:33 main:574] : INFO : Epoch 1883 | loss: 0.0311327 | val_loss: 0.0311707 | Time: 1373.26 ms [2021-08-19 11:37:34 main:574] : INFO : Epoch 1884 | loss: 0.0311318 | val_loss: 0.0311561 | Time: 1375.41 ms [2021-08-19 11:37:36 main:574] : INFO : Epoch 1885 | loss: 0.0311295 | val_loss: 0.0311561 | Time: 1372.6 ms [2021-08-19 11:37:37 main:574] : INFO : Epoch 1886 | loss: 0.0311289 | val_loss: 0.0311665 | Time: 1374.01 ms [2021-08-19 11:37:39 main:574] : INFO : Epoch 1887 | loss: 0.0311302 | val_loss: 0.0311548 | Time: 1373.6 ms [2021-08-19 11:37:40 main:574] : INFO : Epoch 1888 | loss: 0.0311264 | val_loss: 0.0311539 | Time: 1374.69 ms [2021-08-19 11:37:41 main:574] : INFO : Epoch 1889 | loss: 0.0311256 | val_loss: 0.0311538 | Time: 1376.02 ms [2021-08-19 11:37:43 main:574] : INFO : Epoch 1890 | loss: 0.0311239 | val_loss: 0.0311564 | Time: 1374.25 ms [2021-08-19 11:37:44 main:574] : INFO : Epoch 1891 | loss: 0.0311239 | val_loss: 0.0311539 | Time: 1374.69 ms [2021-08-19 11:37:46 main:574] : INFO : Epoch 1892 | loss: 0.0311231 | val_loss: 0.0311571 | Time: 1375.25 ms [2021-08-19 11:37:47 main:574] : INFO : Epoch 1893 | loss: 0.0311237 | val_loss: 0.0311564 | Time: 1372.15 ms [2021-08-19 11:37:48 main:574] : INFO : Epoch 1894 | loss: 0.0311259 | val_loss: 0.031154 | Time: 1374.3 ms [2021-08-19 11:37:50 main:574] : INFO : Epoch 1895 | loss: 0.031124 | val_loss: 0.0311544 | Time: 1376.52 ms [2021-08-19 11:37:51 main:574] : INFO : Epoch 1896 | loss: 0.0311227 | val_loss: 0.0311539 | Time: 1374.82 ms [2021-08-19 11:37:52 main:574] : INFO : Epoch 1897 | loss: 0.031122 | val_loss: 0.0311538 | Time: 1371.17 ms [2021-08-19 11:37:54 main:574] : INFO : Epoch 1898 | loss: 0.0311236 | val_loss: 0.0311544 | Time: 1374.22 ms [2021-08-19 11:37:55 main:574] : INFO : Epoch 1899 | loss: 0.0311243 | val_loss: 0.0311531 | Time: 1374.09 ms [2021-08-19 11:37:57 main:574] : INFO : Epoch 1900 | loss: 0.0311272 | val_loss: 0.0311562 | Time: 1379.05 ms [2021-08-19 11:37:58 main:574] : INFO : Epoch 1901 | loss: 0.0311308 | val_loss: 0.0311537 | Time: 1374.19 ms [2021-08-19 11:37:59 main:574] : INFO : Epoch 1902 | loss: 0.0311346 | val_loss: 0.0311559 | Time: 1373.81 ms [2021-08-19 11:38:01 main:574] : INFO : Epoch 1903 | loss: 0.0311284 | val_loss: 0.0311543 | Time: 1366.77 ms [2021-08-19 11:38:02 main:574] : INFO : Epoch 1904 | loss: 0.0311249 | val_loss: 0.031153 | Time: 1371.19 ms [2021-08-19 11:38:04 main:574] : INFO : Epoch 1905 | loss: 0.0311271 | val_loss: 0.0311555 | Time: 1372.84 ms [2021-08-19 11:38:05 main:574] : INFO : Epoch 1906 | loss: 0.0311282 | val_loss: 0.0311538 | Time: 1376 ms [2021-08-19 11:38:06 main:574] : INFO : Epoch 1907 | loss: 0.0311272 | val_loss: 0.0311537 | Time: 1371.26 ms [2021-08-19 11:38:08 main:574] : INFO : Epoch 1908 | loss: 0.0311239 | val_loss: 0.0311566 | Time: 1375.63 ms [2021-08-19 11:38:09 main:574] : INFO : Epoch 1909 | loss: 0.031122 | val_loss: 0.0311543 | Time: 1371.25 ms [2021-08-19 11:38:11 main:574] : INFO : Epoch 1910 | loss: 0.0311234 | val_loss: 0.0311588 | Time: 1373.45 ms [2021-08-19 11:38:12 main:574] : INFO : Epoch 1911 | loss: 0.0311199 | val_loss: 0.0311565 | Time: 1371.69 ms [2021-08-19 11:38:13 main:574] : INFO : Epoch 1912 | loss: 0.0311257 | val_loss: 0.0311644 | Time: 1369.82 ms [2021-08-19 11:38:15 main:574] : INFO : Epoch 1913 | loss: 0.0311345 | val_loss: 0.0311583 | Time: 1372.53 ms [2021-08-19 11:38:16 main:574] : INFO : Epoch 1914 | loss: 0.0311382 | val_loss: 0.0311569 | Time: 1372.56 ms [2021-08-19 11:38:18 main:574] : INFO : Epoch 1915 | loss: 0.0311376 | val_loss: 0.0311557 | Time: 1374.66 ms [2021-08-19 11:38:19 main:574] : INFO : Epoch 1916 | loss: 0.0311342 | val_loss: 0.0311537 | Time: 1375.7 ms [2021-08-19 11:38:20 main:574] : INFO : Epoch 1917 | loss: 0.0311291 | val_loss: 0.0311544 | Time: 1375.38 ms [2021-08-19 11:38:22 main:574] : INFO : Epoch 1918 | loss: 0.0311254 | val_loss: 0.031158 | Time: 1377.32 ms [2021-08-19 11:38:23 main:574] : INFO : Epoch 1919 | loss: 0.0311244 | val_loss: 0.0311535 | Time: 1372.68 ms [2021-08-19 11:38:25 main:574] : INFO : Epoch 1920 | loss: 0.0311278 | val_loss: 0.0311586 | Time: 1377.09 ms [2021-08-19 11:38:26 main:574] : INFO : Epoch 1921 | loss: 0.0311308 | val_loss: 0.0311597 | Time: 1377.2 ms [2021-08-19 11:38:27 main:574] : INFO : Epoch 1922 | loss: 0.0311284 | val_loss: 0.0311531 | Time: 1376.01 ms [2021-08-19 11:38:29 main:574] : INFO : Epoch 1923 | loss: 0.0311268 | val_loss: 0.031153 | Time: 1374.8 ms [2021-08-19 11:38:30 main:574] : INFO : Epoch 1924 | loss: 0.0311262 | val_loss: 0.0311528 | Time: 1379.93 ms [2021-08-19 11:38:32 main:574] : INFO : Epoch 1925 | loss: 0.0311257 | val_loss: 0.0311516 | Time: 1377.41 ms [2021-08-19 11:38:33 main:574] : INFO : Epoch 1926 | loss: 0.031124 | val_loss: 0.0311561 | Time: 1375.66 ms [2021-08-19 11:38:34 main:574] : INFO : Epoch 1927 | loss: 0.0311232 | val_loss: 0.0311604 | Time: 1375.84 ms [2021-08-19 11:38:36 main:574] : INFO : Epoch 1928 | loss: 0.0311284 | val_loss: 0.0311594 | Time: 1375.25 ms [2021-08-19 11:38:37 main:574] : INFO : Epoch 1929 | loss: 0.0311228 | val_loss: 0.031159 | Time: 1372.57 ms [2021-08-19 11:38:39 main:574] : INFO : Epoch 1930 | loss: 0.0311221 | val_loss: 0.031159 | Time: 1375.24 ms [2021-08-19 11:38:40 main:574] : INFO : Epoch 1931 | loss: 0.0311228 | val_loss: 0.0311567 | Time: 1375.36 ms [2021-08-19 11:38:41 main:574] : INFO : Epoch 1932 | loss: 0.0311235 | val_loss: 0.0311663 | Time: 1377.25 ms [2021-08-19 11:38:43 main:574] : INFO : Epoch 1933 | loss: 0.0311252 | val_loss: 0.0311611 | Time: 1375.35 ms [2021-08-19 11:38:44 main:574] : INFO : Epoch 1934 | loss: 0.0311245 | val_loss: 0.0311531 | Time: 1375.11 ms [2021-08-19 11:38:46 main:574] : INFO : Epoch 1935 | loss: 0.0311208 | val_loss: 0.0311573 | Time: 1372.9 ms [2021-08-19 11:38:47 main:574] : INFO : Epoch 1936 | loss: 0.0311216 | val_loss: 0.031158 | Time: 1373.88 ms [2021-08-19 11:38:48 main:574] : INFO : Epoch 1937 | loss: 0.0311223 | val_loss: 0.0311603 | Time: 1375.02 ms [2021-08-19 11:38:50 main:574] : INFO : Epoch 1938 | loss: 0.0311202 | val_loss: 0.0311614 | Time: 1369.38 ms [2021-08-19 11:38:51 main:574] : INFO : Epoch 1939 | loss: 0.031127 | val_loss: 0.0311629 | Time: 1375.68 ms [2021-08-19 11:38:53 main:574] : INFO : Epoch 1940 | loss: 0.0311236 | val_loss: 0.0311617 | Time: 1374.73 ms [2021-08-19 11:38:54 main:574] : INFO : Epoch 1941 | loss: 0.0311244 | val_loss: 0.0311585 | Time: 1370.18 ms [2021-08-19 11:38:55 main:574] : INFO : Epoch 1942 | loss: 0.0311294 | val_loss: 0.0311565 | Time: 1376.39 ms [2021-08-19 11:38:57 main:574] : INFO : Epoch 1943 | loss: 0.0311317 | val_loss: 0.031152 | Time: 1374.51 ms [2021-08-19 11:38:58 main:574] : INFO : Epoch 1944 | loss: 0.0311295 | val_loss: 0.0311564 | Time: 1375.53 ms [2021-08-19 11:39:00 main:574] : INFO : Epoch 1945 | loss: 0.0311254 | val_loss: 0.0311564 | Time: 1376.72 ms [2021-08-19 11:39:01 main:574] : INFO : Epoch 1946 | loss: 0.0311246 | val_loss: 0.0311551 | Time: 1373.69 ms [2021-08-19 11:39:02 main:574] : INFO : Epoch 1947 | loss: 0.0311218 | val_loss: 0.0311588 | Time: 1373.45 ms [2021-08-19 11:39:04 main:574] : INFO : Epoch 1948 | loss: 0.0311216 | val_loss: 0.0311667 | Time: 1372.27 ms [2021-08-19 11:39:05 main:574] : INFO : Epoch 1949 | loss: 0.031124 | val_loss: 0.0311608 | Time: 1373.77 ms [2021-08-19 11:39:07 main:574] : INFO : Epoch 1950 | loss: 0.0311206 | val_loss: 0.0311587 | Time: 1377.43 ms [2021-08-19 11:39:08 main:574] : INFO : Epoch 1951 | loss: 0.0311199 | val_loss: 0.0311567 | Time: 1379.11 ms [2021-08-19 11:39:09 main:574] : INFO : Epoch 1952 | loss: 0.0311252 | val_loss: 0.0311619 | Time: 1374.34 ms [2021-08-19 11:39:11 main:574] : INFO : Epoch 1953 | loss: 0.0311191 | val_loss: 0.0311588 | Time: 1385.05 ms [2021-08-19 11:39:12 main:574] : INFO : Epoch 1954 | loss: 0.0311277 | val_loss: 0.0311587 | Time: 1374.42 ms [2021-08-19 11:39:14 main:574] : INFO : Epoch 1955 | loss: 0.0311232 | val_loss: 0.0311575 | Time: 1372.98 ms [2021-08-19 11:39:15 main:574] : INFO : Epoch 1956 | loss: 0.0311196 | val_loss: 0.0311594 | Time: 1374.59 ms [2021-08-19 11:39:16 main:574] : INFO : Epoch 1957 | loss: 0.0311214 | val_loss: 0.0311571 | Time: 1374.62 ms [2021-08-19 11:39:18 main:574] : INFO : Epoch 1958 | loss: 0.0311296 | val_loss: 0.0311649 | Time: 1372.67 ms [2021-08-19 11:39:19 main:574] : INFO : Epoch 1959 | loss: 0.0311357 | val_loss: 0.0311618 | Time: 1374.49 ms [2021-08-19 11:39:21 main:574] : INFO : Epoch 1960 | loss: 0.0311336 | val_loss: 0.0311582 | Time: 1372.53 ms [2021-08-19 11:39:22 main:574] : INFO : Epoch 1961 | loss: 0.0311232 | val_loss: 0.0311584 | Time: 1374.14 ms [2021-08-19 11:39:23 main:574] : INFO : Epoch 1962 | loss: 0.031123 | val_loss: 0.0311556 | Time: 1373.02 ms [2021-08-19 11:39:25 main:574] : INFO : Epoch 1963 | loss: 0.0311237 | val_loss: 0.0311609 | Time: 1375.51 ms [2021-08-19 11:39:26 main:574] : INFO : Epoch 1964 | loss: 0.0311296 | val_loss: 0.0311576 | Time: 1374.35 ms [2021-08-19 11:39:28 main:574] : INFO : Epoch 1965 | loss: 0.0311265 | val_loss: 0.0311562 | Time: 1374.83 ms [2021-08-19 11:39:29 main:574] : INFO : Epoch 1966 | loss: 0.0311282 | val_loss: 0.0311558 | Time: 1373.83 ms [2021-08-19 11:39:30 main:574] : INFO : Epoch 1967 | loss: 0.0311213 | val_loss: 0.0311572 | Time: 1374.26 ms [2021-08-19 11:39:32 main:574] : INFO : Epoch 1968 | loss: 0.0311247 | val_loss: 0.0311546 | Time: 1374.83 ms [2021-08-19 11:39:33 main:574] : INFO : Epoch 1969 | loss: 0.0311189 | val_loss: 0.0311553 | Time: 1372.16 ms [2021-08-19 11:39:35 main:574] : INFO : Epoch 1970 | loss: 0.0311206 | val_loss: 0.0311581 | Time: 1376.07 ms [2021-08-19 11:39:36 main:574] : INFO : Epoch 1971 | loss: 0.0311207 | val_loss: 0.0311621 | Time: 1375.88 ms [2021-08-19 11:39:37 main:574] : INFO : Epoch 1972 | loss: 0.031121 | val_loss: 0.0311694 | Time: 1375.39 ms [2021-08-19 11:39:39 main:574] : INFO : Epoch 1973 | loss: 0.0311179 | val_loss: 0.0311575 | Time: 1374.45 ms [2021-08-19 11:39:40 main:574] : INFO : Epoch 1974 | loss: 0.0311175 | val_loss: 0.0311558 | Time: 1374.33 ms [2021-08-19 11:39:42 main:574] : INFO : Epoch 1975 | loss: 0.0311179 | val_loss: 0.03116 | Time: 1380.25 ms [2021-08-19 11:39:43 main:574] : INFO : Epoch 1976 | loss: 0.031117 | val_loss: 0.0311569 | Time: 1376.31 ms [2021-08-19 11:39:44 main:574] : INFO : Epoch 1977 | loss: 0.0311208 | val_loss: 0.031155 | Time: 1374.5 ms [2021-08-19 11:39:46 main:574] : INFO : Epoch 1978 | loss: 0.03112 | val_loss: 0.0311585 | Time: 1373.89 ms [2021-08-19 11:39:47 main:574] : INFO : Epoch 1979 | loss: 0.0311224 | val_loss: 0.0311622 | Time: 1375.94 ms [2021-08-19 11:39:49 main:574] : INFO : Epoch 1980 | loss: 0.0311258 | val_loss: 0.031157 | Time: 1375.8 ms [2021-08-19 11:39:50 main:574] : INFO : Epoch 1981 | loss: 0.0311275 | val_loss: 0.0311697 | Time: 1375.62 ms [2021-08-19 11:39:51 main:574] : INFO : Epoch 1982 | loss: 0.0311215 | val_loss: 0.0311598 | Time: 1390.55 ms [2021-08-19 11:39:53 main:574] : INFO : Epoch 1983 | loss: 0.0311208 | val_loss: 0.0311605 | Time: 1372.54 ms [2021-08-19 11:39:54 main:574] : INFO : Epoch 1984 | loss: 0.0311257 | val_loss: 0.0311627 | Time: 1368.31 ms [2021-08-19 11:39:56 main:574] : INFO : Epoch 1985 | loss: 0.0311271 | val_loss: 0.0311562 | Time: 1372.19 ms [2021-08-19 11:39:57 main:574] : INFO : Epoch 1986 | loss: 0.0311351 | val_loss: 0.0311534 | Time: 1373.41 ms [2021-08-19 11:39:58 main:574] : INFO : Epoch 1987 | loss: 0.0311324 | val_loss: 0.0311536 | Time: 1370.04 ms [2021-08-19 11:40:00 main:574] : INFO : Epoch 1988 | loss: 0.0311268 | val_loss: 0.0311551 | Time: 1377.24 ms [2021-08-19 11:40:01 main:574] : INFO : Epoch 1989 | loss: 0.031126 | val_loss: 0.0311594 | Time: 1380.2 ms [2021-08-19 11:40:03 main:574] : INFO : Epoch 1990 | loss: 0.0311295 | val_loss: 0.0311635 | Time: 1372.74 ms [2021-08-19 11:40:04 main:574] : INFO : Epoch 1991 | loss: 0.0311295 | val_loss: 0.0311545 | Time: 1372.17 ms [2021-08-19 11:40:05 main:574] : INFO : Epoch 1992 | loss: 0.031124 | val_loss: 0.0311544 | Time: 1373.33 ms [2021-08-19 11:40:07 main:574] : INFO : Epoch 1993 | loss: 0.0311235 | val_loss: 0.0311532 | Time: 1374.71 ms [2021-08-19 11:40:08 main:574] : INFO : Epoch 1994 | loss: 0.0311235 | val_loss: 0.0311544 | Time: 1372.69 ms [2021-08-19 11:40:09 main:574] : INFO : Epoch 1995 | loss: 0.0311314 | val_loss: 0.0311526 | Time: 1374.38 ms [2021-08-19 11:40:11 main:574] : INFO : Epoch 1996 | loss: 0.0311274 | val_loss: 0.0311613 | Time: 1373.26 ms [2021-08-19 11:40:12 main:574] : INFO : Epoch 1997 | loss: 0.0311269 | val_loss: 0.0311574 | Time: 1374.15 ms [2021-08-19 11:40:14 main:574] : INFO : Epoch 1998 | loss: 0.0311257 | val_loss: 0.0311561 | Time: 1375.13 ms [2021-08-19 11:40:15 main:574] : INFO : Epoch 1999 | loss: 0.0311232 | val_loss: 0.0311549 | Time: 1375.89 ms [2021-08-19 11:40:16 main:574] : INFO : Epoch 2000 | loss: 0.0311218 | val_loss: 0.0311553 | Time: 1372.98 ms [2021-08-19 11:40:18 main:574] : INFO : Epoch 2001 | loss: 0.0311216 | val_loss: 0.031157 | Time: 1381.43 ms [2021-08-19 11:40:19 main:574] : INFO : Epoch 2002 | loss: 0.0311249 | val_loss: 0.0311539 | Time: 1375.69 ms [2021-08-19 11:40:21 main:574] : INFO : Epoch 2003 | loss: 0.0311273 | val_loss: 0.0311535 | Time: 1372.1 ms [2021-08-19 11:40:22 main:574] : INFO : Epoch 2004 | loss: 0.0311249 | val_loss: 0.0311521 | Time: 1372.91 ms [2021-08-19 11:40:23 main:574] : INFO : Epoch 2005 | loss: 0.0311244 | val_loss: 0.0311525 | Time: 1373.51 ms [2021-08-19 11:40:25 main:574] : INFO : Epoch 2006 | loss: 0.0311239 | val_loss: 0.0311564 | Time: 1374.41 ms [2021-08-19 11:40:26 main:574] : INFO : Epoch 2007 | loss: 0.0311186 | val_loss: 0.0311573 | Time: 1373.26 ms [2021-08-19 11:40:28 main:574] : INFO : Epoch 2008 | loss: 0.0311177 | val_loss: 0.0311557 | Time: 1373.83 ms [2021-08-19 11:40:29 main:574] : INFO : Epoch 2009 | loss: 0.03112 | val_loss: 0.0311532 | Time: 1373.09 ms [2021-08-19 11:40:30 main:574] : INFO : Epoch 2010 | loss: 0.0311189 | val_loss: 0.0311562 | Time: 1378.57 ms [2021-08-19 11:40:32 main:574] : INFO : Epoch 2011 | loss: 0.031122 | val_loss: 0.0311586 | Time: 1373.35 ms [2021-08-19 11:40:33 main:574] : INFO : Epoch 2012 | loss: 0.0311205 | val_loss: 0.0311594 | Time: 1374.51 ms [2021-08-19 11:40:35 main:574] : INFO : Epoch 2013 | loss: 0.0311188 | val_loss: 0.0311567 | Time: 1371.13 ms [2021-08-19 11:40:36 main:574] : INFO : Epoch 2014 | loss: 0.0311186 | val_loss: 0.031155 | Time: 1375.56 ms [2021-08-19 11:40:37 main:574] : INFO : Epoch 2015 | loss: 0.0311213 | val_loss: 0.0311578 | Time: 1374.89 ms [2021-08-19 11:40:39 main:574] : INFO : Epoch 2016 | loss: 0.0311228 | val_loss: 0.0311632 | Time: 1372.78 ms [2021-08-19 11:40:40 main:574] : INFO : Epoch 2017 | loss: 0.0311198 | val_loss: 0.0311644 | Time: 1373.08 ms [2021-08-19 11:40:42 main:574] : INFO : Epoch 2018 | loss: 0.0311183 | val_loss: 0.0311552 | Time: 1373.4 ms [2021-08-19 11:40:43 main:574] : INFO : Epoch 2019 | loss: 0.0311181 | val_loss: 0.0311564 | Time: 1377.51 ms [2021-08-19 11:40:44 main:574] : INFO : Epoch 2020 | loss: 0.0311192 | val_loss: 0.031167 | Time: 1373.97 ms [2021-08-19 11:40:46 main:574] : INFO : Epoch 2021 | loss: 0.0311193 | val_loss: 0.0311583 | Time: 1373.11 ms [2021-08-19 11:40:47 main:574] : INFO : Epoch 2022 | loss: 0.0311201 | val_loss: 0.0311556 | Time: 1378.04 ms [2021-08-19 11:40:49 main:574] : INFO : Epoch 2023 | loss: 0.0311219 | val_loss: 0.0311557 | Time: 1375.67 ms [2021-08-19 11:40:50 main:574] : INFO : Epoch 2024 | loss: 0.0311232 | val_loss: 0.0311541 | Time: 1373.72 ms [2021-08-19 11:40:51 main:574] : INFO : Epoch 2025 | loss: 0.0311274 | val_loss: 0.0311703 | Time: 1375.99 ms [2021-08-19 11:40:53 main:574] : INFO : Epoch 2026 | loss: 0.0311273 | val_loss: 0.0311574 | Time: 1368.73 ms [2021-08-19 11:40:54 main:574] : INFO : Epoch 2027 | loss: 0.0311208 | val_loss: 0.0311635 | Time: 1372.99 ms [2021-08-19 11:40:56 main:574] : INFO : Epoch 2028 | loss: 0.0311282 | val_loss: 0.0311586 | Time: 1375.41 ms [2021-08-19 11:40:57 main:574] : INFO : Epoch 2029 | loss: 0.0311221 | val_loss: 0.0311591 | Time: 1375.72 ms [2021-08-19 11:40:58 main:574] : INFO : Epoch 2030 | loss: 0.0311228 | val_loss: 0.0311563 | Time: 1378.61 ms [2021-08-19 11:41:00 main:574] : INFO : Epoch 2031 | loss: 0.0311217 | val_loss: 0.0311558 | Time: 1379.26 ms [2021-08-19 11:41:01 main:574] : INFO : Epoch 2032 | loss: 0.0311284 | val_loss: 0.0311762 | Time: 1375.03 ms [2021-08-19 11:41:03 main:574] : INFO : Epoch 2033 | loss: 0.0311278 | val_loss: 0.0311624 | Time: 1372.82 ms [2021-08-19 11:41:04 main:574] : INFO : Epoch 2034 | loss: 0.0311218 | val_loss: 0.0311776 | Time: 1375.98 ms [2021-08-19 11:41:05 main:574] : INFO : Epoch 2035 | loss: 0.031121 | val_loss: 0.0311593 | Time: 1375.34 ms [2021-08-19 11:41:07 main:574] : INFO : Epoch 2036 | loss: 0.0311178 | val_loss: 0.031166 | Time: 1373.07 ms [2021-08-19 11:41:08 main:574] : INFO : Epoch 2037 | loss: 0.0311202 | val_loss: 0.0311584 | Time: 1375.34 ms [2021-08-19 11:41:10 main:574] : INFO : Epoch 2038 | loss: 0.0311179 | val_loss: 0.0311582 | Time: 1375.88 ms [2021-08-19 11:41:11 main:574] : INFO : Epoch 2039 | loss: 0.0311205 | val_loss: 0.031161 | Time: 1374.57 ms [2021-08-19 11:41:12 main:574] : INFO : Epoch 2040 | loss: 0.031122 | val_loss: 0.03116 | Time: 1374.3 ms [2021-08-19 11:41:14 main:574] : INFO : Epoch 2041 | loss: 0.0311204 | val_loss: 0.0311611 | Time: 1375.96 ms [2021-08-19 11:41:15 main:574] : INFO : Epoch 2042 | loss: 0.031122 | val_loss: 0.0311576 | Time: 1373.18 ms [2021-08-19 11:41:17 main:574] : INFO : Epoch 2043 | loss: 0.0311271 | val_loss: 0.0311741 | Time: 1374.37 ms [2021-08-19 11:41:18 main:574] : INFO : Epoch 2044 | loss: 0.0311276 | val_loss: 0.0311692 | Time: 1373.74 ms [2021-08-19 11:41:19 main:574] : INFO : Epoch 2045 | loss: 0.0311289 | val_loss: 0.0311604 | Time: 1376.94 ms [2021-08-19 11:41:21 main:574] : INFO : Epoch 2046 | loss: 0.0311229 | val_loss: 0.0311566 | Time: 1375.37 ms [2021-08-19 11:41:22 main:574] : INFO : Epoch 2047 | loss: 0.0311184 | val_loss: 0.0311598 | Time: 1375.97 ms [2021-08-19 11:41:24 main:574] : INFO : Epoch 2048 | loss: 0.0311219 | val_loss: 0.031163 | Time: 1374.82 ms [2021-08-19 11:41:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031163 [2021-08-19 11:41:24 main:603] : INFO : Saving end state to config to file [2021-08-19 11:41:24 main:608] : INFO : Success, exiting.. 11:41:24 (13572): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)